From 78b137cfe53fc81eb8d5d858e98610fb6a8792ad Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Tue, 21 Jan 2025 15:10:05 -0500
Subject: [PATCH 001/208] fix: milvus healthcheck: use correct requests errors
 (#759)

---
 modules/milvus/testcontainers/milvus/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/milvus/testcontainers/milvus/__init__.py b/modules/milvus/testcontainers/milvus/__init__.py
index 39a1403e9..2a1534146 100644
--- a/modules/milvus/testcontainers/milvus/__init__.py
+++ b/modules/milvus/testcontainers/milvus/__init__.py
@@ -69,7 +69,7 @@ def _get_healthcheck_url(self) -> str:
         port = self.get_exposed_port(self.healthcheck_port)
         return f"http://{ip}:{port}"
 
-    @wait_container_is_ready(requests.exceptions.HTTPError)
+    @wait_container_is_ready(requests.exceptions.HTTPError, requests.exceptions.ConnectionError)
     def _healthcheck(self) -> None:
         healthcheck_url = self._get_healthcheck_url()
         response = requests.get(f"{healthcheck_url}/healthz", timeout=1)

From 9317736c34cbe23844006c8e49629fc88e142949 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Tue, 21 Jan 2025 15:15:36 -0500
Subject: [PATCH 002/208] chore(main): release testcontainers 4.9.1 (#748)

:robot: I have created a release *beep* *boop*
---


##
[4.9.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.0...testcontainers-v4.9.1)
(2025-01-21)


### Bug Fixes

* milvus healthcheck: use correct requests errors
([#759](https://github.com/testcontainers/testcontainers-python/issues/759))
([78b137c](https://github.com/testcontainers/testcontainers-python/commit/78b137cfe53fc81eb8d5d858e98610fb6a8792ad))
* **mysql:** add dialect parameter instead of hardcoded mysql dialect
([#739](https://github.com/testcontainers/testcontainers-python/issues/739))
([8d77bd3](https://github.com/testcontainers/testcontainers-python/commit/8d77bd3541e1c5e73c7ed5d5bd3c0d7bb617f5c0))
* **tests:** replace dind-test direct docker usage with sdk
([#750](https://github.com/testcontainers/testcontainers-python/issues/750))
([ace2a7d](https://github.com/testcontainers/testcontainers-python/commit/ace2a7d143fb80576ddc0859a9106aa8652f2356))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json | 2 +-
 CHANGELOG.md                          | 9 +++++++++
 pyproject.toml                        | 2 +-
 3 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 0cd2cc7e5..ce04d560c 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.9.0"
+    ".": "4.9.1"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index c6cb68563..5c030cea3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,14 @@
 # Changelog
 
+## [4.9.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.0...testcontainers-v4.9.1) (2025-01-21)
+
+
+### Bug Fixes
+
+* milvus healthcheck: use correct requests errors ([#759](https://github.com/testcontainers/testcontainers-python/issues/759)) ([78b137c](https://github.com/testcontainers/testcontainers-python/commit/78b137cfe53fc81eb8d5d858e98610fb6a8792ad))
+* **mysql:** add dialect parameter instead of hardcoded mysql dialect ([#739](https://github.com/testcontainers/testcontainers-python/issues/739)) ([8d77bd3](https://github.com/testcontainers/testcontainers-python/commit/8d77bd3541e1c5e73c7ed5d5bd3c0d7bb617f5c0))
+* **tests:** replace dind-test direct docker usage with sdk ([#750](https://github.com/testcontainers/testcontainers-python/issues/750)) ([ace2a7d](https://github.com/testcontainers/testcontainers-python/commit/ace2a7d143fb80576ddc0859a9106aa8652f2356))
+
 ## [4.9.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.8.2...testcontainers-v4.9.0) (2024-11-26)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 8bbf82ea8..174cd0c1a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.9.0"  # auto-incremented by release-please
+version = "4.9.1"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From 3e783a80aa11b9c87201404a895d922624f0d451 Mon Sep 17 00:00:00 2001
From: Svet <svet@hyperscience.com>
Date: Tue, 11 Feb 2025 22:50:50 +0200
Subject: [PATCH 003/208] fix(core): multiple container start invocations with
 custom labels (#769)

When invoking `.start()` multiple times on the same `DockerContainer`
instance, the call fails with `ValueError: The org.testcontainers
namespace is reserved for internal use` error.

Example code:

```
from testcontainers.core.container import DockerContainer
container = DockerContainer("alpine:latest").with_kwargs(labels={})
container.start()
container.stop()
container.start()
```

The fix is to update labels for the container in a copy of the
user-provided dictionary, so that:
* the code doesn't mutate user structures
* avoid side effects, allowing for multiple .start() invocations
---
 core/testcontainers/core/labels.py | 15 +++++++++------
 core/tests/test_labels.py          |  7 +++++++
 2 files changed, 16 insertions(+), 6 deletions(-)

diff --git a/core/testcontainers/core/labels.py b/core/testcontainers/core/labels.py
index 0570b22cb..1c45b79cf 100644
--- a/core/testcontainers/core/labels.py
+++ b/core/testcontainers/core/labels.py
@@ -21,12 +21,15 @@ def create_labels(image: str, labels: Optional[dict[str, str]]) -> dict[str, str
             if k.startswith(TESTCONTAINERS_NAMESPACE):
                 raise ValueError("The org.testcontainers namespace is reserved for internal use")
 
-    labels[LABEL_LANG] = "python"
-    labels[LABEL_TESTCONTAINERS] = "true"
-    labels[LABEL_VERSION] = importlib.metadata.version("testcontainers")
+    tc_labels = {
+        **labels,
+        LABEL_LANG: "python",
+        LABEL_TESTCONTAINERS: "true",
+        LABEL_VERSION: importlib.metadata.version("testcontainers"),
+    }
 
     if image == c.ryuk_image:
-        return labels
+        return tc_labels
 
-    labels[LABEL_SESSION_ID] = SESSION_ID
-    return labels
+    tc_labels[LABEL_SESSION_ID] = SESSION_ID
+    return tc_labels
diff --git a/core/tests/test_labels.py b/core/tests/test_labels.py
index 425aee7dd..bbd72409d 100644
--- a/core/tests/test_labels.py
+++ b/core/tests/test_labels.py
@@ -56,3 +56,10 @@ def test_session_are_module_import_scoped():
     assert LABEL_SESSION_ID in first_labels
     assert LABEL_SESSION_ID in second_labels
     assert first_labels[LABEL_SESSION_ID] == second_labels[LABEL_SESSION_ID]
+
+
+def test_create_no_side_effects():
+    input_labels = {"key": "value"}
+    expected_labels = input_labels.copy()
+    create_labels("not-ryuk", {"key": "value"})
+    assert input_labels == expected_labels, input_labels

From f0bb0f54bea83885698bd137e24c397498709362 Mon Sep 17 00:00:00 2001
From: Max Pfeiffer <max@maxpfeiffer.ch>
Date: Tue, 11 Feb 2025 22:20:17 +0100
Subject: [PATCH 004/208] docs: Fixed typo in CONTRIBUTING.md (#767)

Fixed a typo which I ran into while working a bugfix.
---
 .github/CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 1b1f6b92e..bc387a931 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -33,7 +33,7 @@ You need to have the following tools available to you:
 - Run `make install` to get `poetry` to install all dependencies and set up `pre-commit`
   - **Recommended**: Run `make` or `make help` to see other commands available to you.
 - After this, you should have a working virtual environment and proceed with writing code with your favourite IDE
-- **TIP**: You can run `make core/tests` or `make module/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
+- **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
 - You can also run `make lint` to run the `pre-commit` for the entire codebase.
 
 

From b1642e98c4d349564c4365782d1b58c9810b719a Mon Sep 17 00:00:00 2001
From: Max Pfeiffer <max@maxpfeiffer.ch>
Date: Tue, 11 Feb 2025 22:28:54 +0100
Subject: [PATCH 005/208] fix(keycloak): Fixed Keycloak testcontainer for
 latest version v26.1.0 (#766)

@alexanderankin We already discussed last year that we only want to
support the latest Keycloak version.

I added the `latest` tag to test parameterization so we get a better
feedback for future Keycloak updates.

Fixes https://github.com/testcontainers/testcontainers-python/issues/764

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/keycloak/testcontainers/keycloak/__init__.py | 10 +++++++++-
 modules/keycloak/tests/test_keycloak.py              |  2 +-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/modules/keycloak/testcontainers/keycloak/__init__.py b/modules/keycloak/testcontainers/keycloak/__init__.py
index e7a065211..21ffc4231 100644
--- a/modules/keycloak/testcontainers/keycloak/__init__.py
+++ b/modules/keycloak/testcontainers/keycloak/__init__.py
@@ -20,6 +20,10 @@
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
 _DEFAULT_DEV_COMMAND = "start-dev"
+# Since Keycloak v26.0.0
+# See: https://www.keycloak.org/server/all-config#category-bootstrap_admin
+ADMIN_USERNAME_ENVIRONMENT_VARIABLE = "KC_BOOTSTRAP_ADMIN_USERNAME"
+ADMIN_PASSWORD_ENVIRONMENT_VARIABLE = "KC_BOOTSTRAP_ADMIN_PASSWORD"
 
 
 class KeycloakContainer(DockerContainer):
@@ -57,6 +61,9 @@ def __init__(
         self.cmd = cmd
 
     def _configure(self) -> None:
+        self.with_env(ADMIN_USERNAME_ENVIRONMENT_VARIABLE, self.username)
+        self.with_env(ADMIN_PASSWORD_ENVIRONMENT_VARIABLE, self.password)
+        # legacy env vars (<= 26.0.0)
         self.with_env("KEYCLOAK_ADMIN", self.username)
         self.with_env("KEYCLOAK_ADMIN_PASSWORD", self.password)
         # Enable health checks
@@ -89,7 +96,8 @@ def _readiness_probe(self) -> None:
             response = requests.get(f"{self.get_url()}/health/ready", timeout=1)
         response.raise_for_status()
         if _DEFAULT_DEV_COMMAND in self._command:
-            wait_for_logs(self, "Added user .* to realm .*")
+            wait_for_logs(self, "started in \\d+\\.\\d+s")
+            wait_for_logs(self, "Created temporary admin user|Added user '")
 
     def start(self) -> "KeycloakContainer":
         super().start()
diff --git a/modules/keycloak/tests/test_keycloak.py b/modules/keycloak/tests/test_keycloak.py
index 6bf003b74..24f533d11 100644
--- a/modules/keycloak/tests/test_keycloak.py
+++ b/modules/keycloak/tests/test_keycloak.py
@@ -2,7 +2,7 @@
 from testcontainers.keycloak import KeycloakContainer
 
 
-@pytest.mark.parametrize("image_version", ["25.0", "24.0.1", "18.0"])
+@pytest.mark.parametrize("image_version", ["26.0.0", "25.0", "24.0.1", "18.0"])
 def test_docker_run_keycloak(image_version: str):
     with KeycloakContainer(f"quay.io/keycloak/keycloak:{image_version}") as keycloak_admin:
         assert keycloak_admin.get_client().users_count() == 1

From 2620d7fb1157caa18c3bef4bf2f9b3b79cd2f075 Mon Sep 17 00:00:00 2001
From: Othman El Hammouchi <78906075+oelhammouchi@users.noreply.github.com>
Date: Sat, 22 Feb 2025 19:17:10 +0100
Subject: [PATCH 006/208] fix: Change env var disabling OpenSearch security
 plugin (#773)

This closes #772

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/opensearch/testcontainers/opensearch/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/opensearch/testcontainers/opensearch/__init__.py b/modules/opensearch/testcontainers/opensearch/__init__.py
index 8a02dbb02..b062f61e7 100644
--- a/modules/opensearch/testcontainers/opensearch/__init__.py
+++ b/modules/opensearch/testcontainers/opensearch/__init__.py
@@ -57,7 +57,7 @@ def __init__(
 
         self.with_exposed_ports(self.port)
         self.with_env("discovery.type", "single-node")
-        self.with_env("plugins.security.disabled", "false" if security_enabled else "true")
+        self.with_env("DISABLE_SECURITY_PLUGIN", "false" if security_enabled else "true")
         if self._supports_initial_admin_password(str(image)):
             self.with_env("OPENSEARCH_INITIAL_ADMIN_PASSWORD", self.initial_admin_password)
         if security_enabled:

From 751729722a013b46f67c09b4318b1b3d92b98008 Mon Sep 17 00:00:00 2001
From: Svet <svet@hyperscience.com>
Date: Mon, 24 Feb 2025 16:02:28 +0200
Subject: [PATCH 007/208] fix(core): create_label test (#771)

Make sure the test covers the intended behaviour. Previously it was
executing the create_labels function without actually verifying there
are no side effects.
---
 core/tests/test_labels.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/tests/test_labels.py b/core/tests/test_labels.py
index bbd72409d..e213f2433 100644
--- a/core/tests/test_labels.py
+++ b/core/tests/test_labels.py
@@ -61,5 +61,5 @@ def test_session_are_module_import_scoped():
 def test_create_no_side_effects():
     input_labels = {"key": "value"}
     expected_labels = input_labels.copy()
-    create_labels("not-ryuk", {"key": "value"})
+    create_labels("not-ryuk", input_labels)
     assert input_labels == expected_labels, input_labels

From 46913c18a8b6f37bf8dc193828148926b6fc56a8 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 26 Feb 2025 08:38:16 -0500
Subject: [PATCH 008/208] fix(scylla): scylla get cluster method (#778)

use convention for getting ip and port instead of hardcoding DIND mode
---
 modules/scylla/testcontainers/scylla/__init__.py | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/modules/scylla/testcontainers/scylla/__init__.py b/modules/scylla/testcontainers/scylla/__init__.py
index ca0f44afb..9ff941765 100644
--- a/modules/scylla/testcontainers/scylla/__init__.py
+++ b/modules/scylla/testcontainers/scylla/__init__.py
@@ -27,7 +27,7 @@ def __init__(self, image="scylladb/scylla:latest", ports_to_expose=(9042,)):
         self.with_exposed_ports(*self.ports_to_expose)
         self.with_command("--skip-wait-for-gossip-to-settle=0")
 
-    @wait_container_is_ready()
+    @wait_container_is_ready(OSError)
     def _connect(self):
         wait_for_logs(self, predicate="Starting listening for CQL clients", timeout=MAX_TRIES)
         cluster = self.get_cluster()
@@ -41,7 +41,6 @@ def start(self):
     def get_cluster(self, **kwargs):
         from cassandra.cluster import Cluster
 
-        container = self.get_wrapped_container()
-        container.reload()
-        hostname = container.attrs["NetworkSettings"]["IPAddress"]
-        return Cluster(contact_points=[hostname], **kwargs)
+        hostname = self.get_container_host_ip()
+        port = self.get_exposed_port(9042)
+        return Cluster(contact_points=[hostname], port=port, **kwargs)

From a0785d7c63a454184fcfbdb224f189cea8d680aa Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 5 Mar 2025 08:54:49 -0500
Subject: [PATCH 009/208] chore(main): release testcontainers 4.9.2 (#770)

:robot: I have created a release *beep* *boop*
---


##
[4.9.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.1...testcontainers-v4.9.2)
(2025-02-26)


### Bug Fixes

* Change env var disabling OpenSearch security plugin
([#773](https://github.com/testcontainers/testcontainers-python/issues/773))
([2620d7f](https://github.com/testcontainers/testcontainers-python/commit/2620d7fb1157caa18c3bef4bf2f9b3b79cd2f075))
* **core:** create_label test
([#771](https://github.com/testcontainers/testcontainers-python/issues/771))
([7517297](https://github.com/testcontainers/testcontainers-python/commit/751729722a013b46f67c09b4318b1b3d92b98008))
* **core:** multiple container start invocations with custom labels
([#769](https://github.com/testcontainers/testcontainers-python/issues/769))
([3e783a8](https://github.com/testcontainers/testcontainers-python/commit/3e783a80aa11b9c87201404a895d922624f0d451))
* **keycloak:** Fixed Keycloak testcontainer for latest version v26.1.0
([#766](https://github.com/testcontainers/testcontainers-python/issues/766))
([b1642e9](https://github.com/testcontainers/testcontainers-python/commit/b1642e98c4d349564c4365782d1b58c9810b719a))
* **scylla:** scylla get cluster method
([#778](https://github.com/testcontainers/testcontainers-python/issues/778))
([46913c1](https://github.com/testcontainers/testcontainers-python/commit/46913c18a8b6f37bf8dc193828148926b6fc56a8))


### Documentation

* Fixed typo in CONTRIBUTING.md
([#767](https://github.com/testcontainers/testcontainers-python/issues/767))
([f0bb0f5](https://github.com/testcontainers/testcontainers-python/commit/f0bb0f54bea83885698bd137e24c397498709362))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 16 ++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 18 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index ce04d560c..54e457c6e 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.9.1"
+    ".": "4.9.2"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5c030cea3..7572dd2ba 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,21 @@
 # Changelog
 
+## [4.9.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.1...testcontainers-v4.9.2) (2025-02-26)
+
+
+### Bug Fixes
+
+* Change env var disabling OpenSearch security plugin ([#773](https://github.com/testcontainers/testcontainers-python/issues/773)) ([2620d7f](https://github.com/testcontainers/testcontainers-python/commit/2620d7fb1157caa18c3bef4bf2f9b3b79cd2f075))
+* **core:** create_label test ([#771](https://github.com/testcontainers/testcontainers-python/issues/771)) ([7517297](https://github.com/testcontainers/testcontainers-python/commit/751729722a013b46f67c09b4318b1b3d92b98008))
+* **core:** multiple container start invocations with custom labels ([#769](https://github.com/testcontainers/testcontainers-python/issues/769)) ([3e783a8](https://github.com/testcontainers/testcontainers-python/commit/3e783a80aa11b9c87201404a895d922624f0d451))
+* **keycloak:** Fixed Keycloak testcontainer for latest version v26.1.0 ([#766](https://github.com/testcontainers/testcontainers-python/issues/766)) ([b1642e9](https://github.com/testcontainers/testcontainers-python/commit/b1642e98c4d349564c4365782d1b58c9810b719a))
+* **scylla:** scylla get cluster method ([#778](https://github.com/testcontainers/testcontainers-python/issues/778)) ([46913c1](https://github.com/testcontainers/testcontainers-python/commit/46913c18a8b6f37bf8dc193828148926b6fc56a8))
+
+
+### Documentation
+
+* Fixed typo in CONTRIBUTING.md ([#767](https://github.com/testcontainers/testcontainers-python/issues/767)) ([f0bb0f5](https://github.com/testcontainers/testcontainers-python/commit/f0bb0f54bea83885698bd137e24c397498709362))
+
 ## [4.9.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.0...testcontainers-v4.9.1) (2025-01-21)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 174cd0c1a..d9258f90b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.9.1"  # auto-incremented by release-please
+version = "4.9.2"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From f97952505eba089f9cbbc979f8091dafbf520669 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Mon, 17 Mar 2025 17:00:26 +0300
Subject: [PATCH 010/208] fix(security): Update track-modules job  (#787)

This will address the Security issue reported on #786
As recommended, `tj-actions/changed-files` was replace replaced with
[path-filter](https://github.com/dorny/paths-filter)

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/workflows/ci-community.yml               | 16 ++++++++--------
 modules/aws/testcontainers/aws/aws_lambda.py     |  2 ++
 modules/generic/testcontainers/generic/server.py |  2 ++
 3 files changed, 12 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index caebace06..58faa42a3 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -19,20 +19,20 @@ jobs:
       - name: Checkout contents
         uses: actions/checkout@v4
         with:
-          fetch-depth: 0  # recommended by tj-actions/changed-files
+          fetch-depth: 0
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@v42
+        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 # v3
         with:
-          path: "./modules"
-          diff_relative: true
-          dir_names: true
-          dir_names_exclude_current_dir: true
-          json: true
+          base: ${{ github.ref }}
+          list-files: 'json'
+          filters: |
+            modules:
+              - 'modules/**'
       - name: Compute modules from files
         id: compute-changes
         run: |
-          modules=$(echo "${{ steps.changed-files.outputs.all_changed_files }}" |  jq '.[] | split("/") | first' | jq -s -c '. | unique')
+          modules=$(echo "${{ toJson(steps.changed-files.outputs.modules_files) }}" | jq '.[] | split("/") | nth(1)' | jq -s -c '. | unique')
           echo "computed_modules=$modules"
           echo "computed_modules=$modules" >> $GITHUB_OUTPUT
     outputs:
diff --git a/modules/aws/testcontainers/aws/aws_lambda.py b/modules/aws/testcontainers/aws/aws_lambda.py
index 30a1f0af9..e3cd76faf 100644
--- a/modules/aws/testcontainers/aws/aws_lambda.py
+++ b/modules/aws/testcontainers/aws/aws_lambda.py
@@ -9,6 +9,8 @@
 RIE_PATH = "/2015-03-31/functions/function/invocations"
 # AWS OS-only base images contain an Amazon Linux distribution and the runtime interface emulator (RIE) for Lambda.
 
+# This comment can be removed (Used for testing)
+
 
 class AWSLambdaContainer(ServerContainer):
     """
diff --git a/modules/generic/testcontainers/generic/server.py b/modules/generic/testcontainers/generic/server.py
index fe990f179..61e9c5eb9 100644
--- a/modules/generic/testcontainers/generic/server.py
+++ b/modules/generic/testcontainers/generic/server.py
@@ -9,6 +9,8 @@
 from testcontainers.core.image import DockerImage
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
+# This comment can be removed (Used for testing)
+
 
 class ServerContainer(DockerContainer):
     """

From 2f9139ca3ea9fba36325373b63635a5f539a3003 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edd=C3=BA=20Mel=C3=A9ndez=20Gonzales?=
 <eddu.melendez@gmail.com>
Date: Tue, 1 Apr 2025 12:06:06 -0600
Subject: [PATCH 011/208] feat: Add SocatContainer (#795)

Add new SocatContainer at testcontainers module that
can be used along with other modules as a helper.

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/socat/__init__.py |  2 +
 core/testcontainers/socat/socat.py    | 88 +++++++++++++++++++++++++++
 core/tests/test_socat.py              | 22 +++++++
 3 files changed, 112 insertions(+)
 create mode 100644 core/testcontainers/socat/__init__.py
 create mode 100644 core/testcontainers/socat/socat.py
 create mode 100644 core/tests/test_socat.py

diff --git a/core/testcontainers/socat/__init__.py b/core/testcontainers/socat/__init__.py
new file mode 100644
index 000000000..f729e99dd
--- /dev/null
+++ b/core/testcontainers/socat/__init__.py
@@ -0,0 +1,2 @@
+# flake8: noqa
+from testcontainers.socat.socat import SocatContainer
diff --git a/core/testcontainers/socat/socat.py b/core/testcontainers/socat/socat.py
new file mode 100644
index 000000000..d093e69f3
--- /dev/null
+++ b/core/testcontainers/socat/socat.py
@@ -0,0 +1,88 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+import random
+import socket
+import string
+from typing import Optional
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import wait_container_is_ready
+
+
+class SocatContainer(DockerContainer):
+    """
+    A container that uses socat to forward TCP connections.
+    """
+
+    def __init__(
+        self,
+        image: str = "alpine/socat:1.7.4.3-r0",
+        **kwargs,
+    ) -> None:
+        """
+        Initialize a new SocatContainer with the given image.
+
+        Args:
+            image: The Docker image to use. Defaults to "alpine/socat:1.7.4.3-r0".
+            **kwargs: Additional keyword arguments to pass to the DockerContainer constructor.
+        """
+        # Dictionary to store targets (port -> host:port mappings)
+        self.targets: dict[int, str] = {}
+
+        kwargs["entrypoint"] = "/bin/sh"
+
+        random_suffix = "".join(random.choices(string.ascii_lowercase + string.digits, k=8))
+        self.with_name(f"testcontainers-socat-{random_suffix}")
+
+        super().__init__(image=image, **kwargs)
+
+    def with_target(self, exposed_port: int, host: str, internal_port: Optional[int] = None) -> "SocatContainer":
+        """
+        Add a target to forward connections from the exposed port to the given host and port.
+
+        Args:
+            exposed_port: The port to expose on the container.
+            host: The host to forward connections to.
+            internal_port: The port on the host to forward connections to. Defaults to the exposed_port if not provided.
+
+        Returns:
+            Self: The container instance for chaining.
+        """
+        if internal_port is None:
+            internal_port = exposed_port
+
+        self.with_exposed_ports(exposed_port)
+        self.targets[exposed_port] = f"{host}:{internal_port}"
+        return self
+
+    def _configure(self) -> None:
+        if not self.targets:
+            return
+
+        socat_commands = []
+        for port, target in self.targets.items():
+            socat_commands.append(f"socat TCP-LISTEN:{port},fork,reuseaddr TCP:{target}")
+
+        command = " & ".join(socat_commands)
+
+        self.with_command(f'-c "{command}"')
+
+    def start(self) -> "SocatContainer":
+        super().start()
+        self._connect()
+        return self
+
+    @wait_container_is_ready(OSError)
+    def _connect(self) -> None:
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+            s.connect((self.get_container_host_ip(), int(self.get_exposed_port(next(iter(self.ports))))))
diff --git a/core/tests/test_socat.py b/core/tests/test_socat.py
new file mode 100644
index 000000000..ded26fa29
--- /dev/null
+++ b/core/tests/test_socat.py
@@ -0,0 +1,22 @@
+import httpx
+import pytest
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.network import Network
+from testcontainers.socat.socat import SocatContainer
+
+
+def test_socat_with_helloworld():
+    with (
+        Network() as network,
+        DockerContainer("testcontainers/helloworld:1.2.0")
+        .with_exposed_ports(8080)
+        .with_network(network)
+        .with_network_aliases("helloworld"),
+        SocatContainer().with_network(network).with_target(8080, "helloworld") as socat,
+    ):
+        socat_url = f"http://{socat.get_container_host_ip()}:{socat.get_exposed_port(8080)}"
+
+        response = httpx.get(f"{socat_url}/ping")
+
+        assert response.status_code == 200
+        assert response.content == b"PONG"

From 9497a45c39d13761aa3dd30dd5605676cbbe4b46 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 2 Apr 2025 12:02:00 -0400
Subject: [PATCH 012/208] fix(ollama): make device request a list (#799)

---
 modules/ollama/testcontainers/ollama/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/ollama/testcontainers/ollama/__init__.py b/modules/ollama/testcontainers/ollama/__init__.py
index ea089f149..002b02d61 100644
--- a/modules/ollama/testcontainers/ollama/__init__.py
+++ b/modules/ollama/testcontainers/ollama/__init__.py
@@ -101,7 +101,7 @@ def __init__(
     def _check_and_add_gpu_capabilities(self):
         info = self.get_docker_client().client.info()
         if "nvidia" in info["Runtimes"]:
-            self._kwargs = {**self._kwargs, "device_requests": DeviceRequest(count=-1, capabilities=[["gpu"]])}
+            self._kwargs = {**self._kwargs, "device_requests": [DeviceRequest(count=-1, capabilities=[["gpu"]])]}
 
     def start(self) -> "OllamaContainer":
         """

From 46feb1ed777230796f41d08e6b95d6d2f406b093 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 2 Apr 2025 12:12:25 -0400
Subject: [PATCH 013/208] chore(main): release testcontainers 4.10.0 (#798)

:robot: I have created a release *beep* *boop*
---


##
[4.10.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.2...testcontainers-v4.10.0)
(2025-04-02)


### Features

* Add SocatContainer
([#795](https://github.com/testcontainers/testcontainers-python/issues/795))
([2f9139c](https://github.com/testcontainers/testcontainers-python/commit/2f9139ca3ea9fba36325373b63635a5f539a3003))


### Bug Fixes

* **ollama:** make device request a list
([#799](https://github.com/testcontainers/testcontainers-python/issues/799))
([9497a45](https://github.com/testcontainers/testcontainers-python/commit/9497a45c39d13761aa3dd30dd5605676cbbe4b46))
* **security:** Update track-modules job
([#787](https://github.com/testcontainers/testcontainers-python/issues/787))
([f979525](https://github.com/testcontainers/testcontainers-python/commit/f97952505eba089f9cbbc979f8091dafbf520669))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 13 +++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 54e457c6e..ae7a10122 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.9.2"
+    ".": "4.10.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7572dd2ba..12ce85b59 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,18 @@
 # Changelog
 
+## [4.10.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.2...testcontainers-v4.10.0) (2025-04-02)
+
+
+### Features
+
+* Add SocatContainer ([#795](https://github.com/testcontainers/testcontainers-python/issues/795)) ([2f9139c](https://github.com/testcontainers/testcontainers-python/commit/2f9139ca3ea9fba36325373b63635a5f539a3003))
+
+
+### Bug Fixes
+
+* **ollama:** make device request a list ([#799](https://github.com/testcontainers/testcontainers-python/issues/799)) ([9497a45](https://github.com/testcontainers/testcontainers-python/commit/9497a45c39d13761aa3dd30dd5605676cbbe4b46))
+* **security:** Update track-modules job  ([#787](https://github.com/testcontainers/testcontainers-python/issues/787)) ([f979525](https://github.com/testcontainers/testcontainers-python/commit/f97952505eba089f9cbbc979f8091dafbf520669))
+
 ## [4.9.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.1...testcontainers-v4.9.2) (2025-02-26)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index d9258f90b..51a93a340 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.9.2"  # auto-incremented by release-please
+version = "4.10.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From 6817582bf67ed36448b69019ab897c50ae80e7e1 Mon Sep 17 00:00:00 2001
From: Kound <carli.freudenberg@energymeteo.de>
Date: Wed, 2 Apr 2025 18:13:40 +0200
Subject: [PATCH 014/208] fix(core): Determine docker socket for rootless
 docker (#779)

fixes #537

Use docker_api to determine the `socket_path` (defined in
[`UnixHTTPAdapter`](https://github.com/docker/docker-py/blob/db7f8b8bb67e485a7192846906f600a52e0aa623/docker/transport/unixconn.py#L55)).

Replaces:
https://github.com/testcontainers/testcontainers-python/pull/710
---
 core/testcontainers/core/config.py | 22 ++++++++++-
 core/tests/test_config.py          | 60 ++++++++++++++++++++++++++++++
 2 files changed, 81 insertions(+), 1 deletion(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 110a441ee..cee09aa7c 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -6,6 +6,8 @@
 from pathlib import Path
 from typing import Optional, Union
 
+import docker
+
 
 class ConnectionMode(Enum):
     bridge_ip = "bridge_ip"
@@ -24,6 +26,24 @@ def use_mapped_port(self) -> bool:
         return True
 
 
+def get_docker_socket() -> str:
+    """
+    Determine the docker socket, prefer value given by env variable
+
+    Using the docker api ensure we handle rootless docker properly
+    """
+    if socket_path := environ.get("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE"):
+        return socket_path
+
+    client = docker.from_env()
+    try:
+        socket_path = client.api.get_adapter(client.api.base_url).socket_path
+        # return the normalized path as string
+        return str(Path(socket_path).absolute())
+    except AttributeError:
+        return "/var/run/docker.sock"
+
+
 MAX_TRIES = int(environ.get("TC_MAX_TRIES", 120))
 SLEEP_TIME = int(environ.get("TC_POOLING_INTERVAL", 1))
 TIMEOUT = MAX_TRIES * SLEEP_TIME
@@ -31,7 +51,7 @@ def use_mapped_port(self) -> bool:
 RYUK_IMAGE: str = environ.get("RYUK_CONTAINER_IMAGE", "testcontainers/ryuk:0.8.1")
 RYUK_PRIVILEGED: bool = environ.get("TESTCONTAINERS_RYUK_PRIVILEGED", "false") == "true"
 RYUK_DISABLED: bool = environ.get("TESTCONTAINERS_RYUK_DISABLED", "false") == "true"
-RYUK_DOCKER_SOCKET: str = environ.get("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", "/var/run/docker.sock")
+RYUK_DOCKER_SOCKET: str = get_docker_socket()
 RYUK_RECONNECTION_TIMEOUT: str = environ.get("RYUK_RECONNECTION_TIMEOUT", "10s")
 TC_HOST_OVERRIDE: Optional[str] = environ.get("TC_HOST", environ.get("TESTCONTAINERS_HOST_OVERRIDE"))
 
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 8be68cc76..0ddd8333f 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -5,12 +5,14 @@
     TC_FILE,
     get_user_overwritten_connection_mode,
     ConnectionMode,
+    get_docker_socket,
 )
 
 from pytest import MonkeyPatch, mark, LogCaptureFixture
 
 import logging
 import tempfile
+from unittest.mock import Mock
 
 
 def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
@@ -84,3 +86,61 @@ def test_valid_connection_mode(monkeypatch: pytest.MonkeyPatch, mode: str, use_m
 def test_no_connection_mode_given(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.delenv("TESTCONTAINERS_CONNECTION_MODE", raising=False)
     assert get_user_overwritten_connection_mode() is None
+
+
+def test_get_docker_socket_uses_env(monkeypatch: pytest.MonkeyPatch) -> None:
+    """
+    If TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE env var is given prefer it
+    """
+    monkeypatch.setenv("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", "/var/test.socket")
+    assert get_docker_socket() == "/var/test.socket"
+
+
+@pytest.fixture
+def mock_docker_client_connections(monkeypatch: pytest.MonkeyPatch) -> None:
+    """
+    Ensure the docker client does not make any actual network calls
+    """
+    from docker.transport.sshconn import SSHHTTPAdapter
+    from docker.api.client import APIClient
+
+    # ensure that no actual connection is tried
+    monkeypatch.setattr(SSHHTTPAdapter, "_connect", Mock())
+    monkeypatch.setattr(SSHHTTPAdapter, "_create_paramiko_client", Mock())
+    monkeypatch.setattr(APIClient, "_retrieve_server_version", Mock(return_value="1.47"))
+
+
+@pytest.mark.usefixtures("mock_docker_client_connections")
+def test_get_docker_host_default(monkeypatch: pytest.MonkeyPatch) -> None:
+    """
+    If non socket docker-host is given return default
+
+    Still ryuk will properly still not work but this is the historical default
+
+    """
+    monkeypatch.delenv("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", raising=False)
+    # Define Fake SSH Docker client
+    monkeypatch.setenv("DOCKER_HOST", "ssh://remote_host")
+    assert get_docker_socket() == "/var/run/docker.sock"
+
+
+@pytest.mark.usefixtures("mock_docker_client_connections")
+def test_get_docker_host_non_root(monkeypatch: pytest.MonkeyPatch) -> None:
+    """
+    Use the socket determined by the Docker API Adapter
+    """
+    monkeypatch.delenv("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", raising=False)
+    # Define a Non-Root like Docker Client
+    monkeypatch.setenv("DOCKER_HOST", "unix://var/run/user/1000/docker.sock")
+    assert get_docker_socket() == "/var/run/user/1000/docker.sock"
+
+
+@pytest.mark.usefixtures("mock_docker_client_connections")
+def test_get_docker_host_root(monkeypatch: pytest.MonkeyPatch) -> None:
+    """
+    Use the socket determined by the Docker API Adapter
+    """
+    monkeypatch.delenv("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", raising=False)
+    # Define a Root like Docker Client
+    monkeypatch.setenv("DOCKER_HOST", "unix://")
+    assert get_docker_socket() == "/var/run/docker.sock"

From f7c29cb913e4d42d535783c3aa0f3566d4e543bf Mon Sep 17 00:00:00 2001
From: Amirhosein Gharaati <amirgh1380@gmail.com>
Date: Wed, 2 Apr 2025 21:37:39 +0330
Subject: [PATCH 015/208] fix(core): change with_command type to include list
 of strings (#789)

the `with_command` function can actually take an argument with type
`list[str]`.

Co-authored-by: amirhosein <amirhosein@cyberdesign.se>
---
 core/testcontainers/core/container.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index f677182f4..b5c118182 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -155,7 +155,7 @@ def get_exposed_port(self, port: int) -> int:
             return self.get_docker_client().port(self._container.id, port)
         return port
 
-    def with_command(self, command: str) -> Self:
+    def with_command(self, command: Union[str, list[str]]) -> Self:
         self._command = command
         return self
 

From ab2a1abd957ffb35719f673a7674df83287f1545 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 2 Apr 2025 14:34:03 -0400
Subject: [PATCH 016/208] fix: use connection mode override function in config
 (#775)

fix #774
---
 core/testcontainers/core/config.py | 2 +-
 core/tests/test_config.py          | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index cee09aa7c..9c3889e0b 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -106,7 +106,7 @@ class TestcontainersConfiguration:
     tc_properties: dict[str, str] = field(default_factory=read_tc_properties)
     _docker_auth_config: Optional[str] = field(default_factory=lambda: environ.get("DOCKER_AUTH_CONFIG"))
     tc_host_override: Optional[str] = TC_HOST_OVERRIDE
-    connection_mode_override: Optional[ConnectionMode] = None
+    connection_mode_override: Optional[ConnectionMode] = field(default_factory=get_user_overwritten_connection_mode)
 
     """
     https://github.com/testcontainers/testcontainers-go/blob/dd76d1e39c654433a3d80429690d07abcec04424/docker.go#L644
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 0ddd8333f..845ca7ac5 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -3,6 +3,7 @@
 from testcontainers.core.config import (
     TestcontainersConfiguration as TCC,
     TC_FILE,
+    TestcontainersConfiguration,
     get_user_overwritten_connection_mode,
     ConnectionMode,
     get_docker_socket,
@@ -81,6 +82,7 @@ def test_invalid_connection_mode(monkeypatch: pytest.MonkeyPatch) -> None:
 def test_valid_connection_mode(monkeypatch: pytest.MonkeyPatch, mode: str, use_mapped: bool) -> None:
     monkeypatch.setenv("TESTCONTAINERS_CONNECTION_MODE", mode)
     assert get_user_overwritten_connection_mode().use_mapped_port is use_mapped
+    assert TestcontainersConfiguration().connection_mode_override.use_mapped_port is use_mapped
 
 
 def test_no_connection_mode_given(monkeypatch: pytest.MonkeyPatch) -> None:

From cc02f9444b41efa62836b21210b07aee1da94d0b Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Wed, 2 Apr 2025 23:38:58 +0300
Subject: [PATCH 017/208] fix(core): Add kwargs to image build (#708)

Fix: #706,
https://github.com/testcontainers/testcontainers-python/pull/614

Now when using kwargs in the Image API, the params are passed correctly
into the build

```python
with DockerImage(path=dir, tag="test", buildargs={"MY_ARG": "some_arg"}) as image:
```

Added relevant test + updated docstring to better reflect the usage
---
 core/testcontainers/core/image.py |  9 ++++++---
 core/tests/test_image.py          | 21 +++++++++++++++++++++
 2 files changed, 27 insertions(+), 3 deletions(-)

diff --git a/core/testcontainers/core/image.py b/core/testcontainers/core/image.py
index 6d793f83e..27696619d 100644
--- a/core/testcontainers/core/image.py
+++ b/core/testcontainers/core/image.py
@@ -23,10 +23,13 @@ class DockerImage:
             >>> with DockerImage(path="./core/tests/image_fixtures/sample/", tag="test-image") as image:
             ...    logs = image.get_logs()
 
-    :param tag: Tag for the image to be built (default: None)
     :param path: Path to the build context
+    :param docker_client_kw: Keyword arguments to pass to the DockerClient
+    :param tag: Tag for the image to be built (default: None)
+    :param clean_up: Remove the image after exiting the context (default: True)
     :param dockerfile_path: Path to the Dockerfile within the build context path (default: Dockerfile)
     :param no_cache: Bypass build cache; CLI's --no-cache
+    :param kwargs: Additional keyword arguments to pass to the underlying docker-py
     """
 
     def __init__(
@@ -49,11 +52,11 @@ def __init__(
         self._dockerfile_path = dockerfile_path
         self._no_cache = no_cache
 
-    def build(self, **kwargs) -> Self:
+    def build(self) -> Self:
         logger.info(f"Building image from {self.path}")
         docker_client = self.get_docker_client()
         self._image, self._logs = docker_client.build(
-            path=str(self.path), tag=self.tag, dockerfile=self._dockerfile_path, nocache=self._no_cache, **kwargs
+            path=str(self.path), tag=self.tag, dockerfile=self._dockerfile_path, nocache=self._no_cache, **self._kwargs
         )
         logger.info(f"Built image {self.short_id} with tag {self.tag}")
         return self
diff --git a/core/tests/test_image.py b/core/tests/test_image.py
index da35eda07..bff496183 100644
--- a/core/tests/test_image.py
+++ b/core/tests/test_image.py
@@ -64,3 +64,24 @@ def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path
             with DockerContainer(str(image)) as container:
                 assert container._container.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == (("Hello world!\n").encode(), b""), "Container logs mismatch"
+
+
+def test_docker_image_with_kwargs():
+    with tempfile.TemporaryDirectory() as temp_directory:
+        with open(f"{temp_directory}/Dockerfile", "w") as f:
+            f.write(
+                f"""
+                FROM alpine:latest
+                ARG TEST_ARG
+                ENV TEST_ARG $TEST_ARG
+                CMD echo $TEST_ARG
+                """
+            )
+        with DockerImage(
+            path=temp_directory, tag="test", clean_up=True, no_cache=True, buildargs={"TEST_ARG": "new_arg"}
+        ) as image:
+            image_short_id = image.short_id
+            assert image.get_wrapped_image() is not None
+            with DockerContainer(str(image)) as container:
+                assert container._container.image.short_id.endswith(image_short_id), "Image ID mismatch"
+                assert container.get_logs() == (("new_arg\n").encode(), b""), "Container logs mismatch"

From 0ae704a24de440b715d5f3c11eaa4f18ccd437b5 Mon Sep 17 00:00:00 2001
From: Amirhosein Gharaati <amirgh1380@gmail.com>
Date: Thu, 3 Apr 2025 00:09:11 +0330
Subject: [PATCH 018/208] fix(compose): use provided docker command instead of
 default (#785)

closes #745

if the docker compose command is provided, use that instead of default
one.

Co-authored-by: amirhosein <amirhosein@cyberdesign.se>
---
 core/testcontainers/compose/compose.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index e8ce37451..b2c525717 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -139,6 +139,8 @@ class DockerCompose:
             The list of services to use from this DockerCompose.
         client_args:
             arguments to pass to docker.from_env()
+        docker_command_path:
+            The docker compose command to run.
 
     Example:
 
@@ -195,7 +197,7 @@ def docker_compose_command(self) -> list[str]:
 
     @cached_property
     def compose_command_property(self) -> list[str]:
-        docker_compose_cmd = [self.docker_command_path or "docker", "compose"]
+        docker_compose_cmd = [self.docker_command_path] if self.docker_command_path else ["docker", "compose"]
         if self.compose_file_name:
             for file in self.compose_file_name:
                 docker_compose_cmd += ["-f", file]

From e9e40f9d69e1a197cc697f440fbe2ac2aa60bf92 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Thu, 3 Apr 2025 12:49:29 -0400
Subject: [PATCH 019/208] chore: update poetry version for more reliable docs
 build (#803)

Trying to improve docs reliability for "latest" version
---
 .readthedocs.yml |   2 +-
 poetry.lock      | 374 ++++++++++++++++++++++++++++++++++++++++++-----
 2 files changed, 342 insertions(+), 34 deletions(-)

diff --git a/.readthedocs.yml b/.readthedocs.yml
index 8675d8c42..43b3dc8c3 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -14,6 +14,6 @@ build:
   # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-1143587902s
   jobs:
     post_install:
-      - pip install poetry==1.7.1  # match version from poetry.lock
+      - pip install poetry==2.1.2  # match version from poetry.lock
       - poetry config virtualenvs.create false
       - poetry install --all-extras
diff --git a/poetry.lock b/poetry.lock
index bd54659e5..89b14b07f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -6,6 +6,7 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -17,6 +18,8 @@ version = "0.6.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
 files = [
     {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
@@ -28,6 +31,7 @@ version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
     {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
@@ -41,7 +45,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
 trio = ["trio (>=0.23)"]
 
 [[package]]
@@ -50,6 +54,8 @@ version = "23.1.0"
 description = "Argon2 for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"minio\""
 files = [
     {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
     {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
@@ -70,6 +76,8 @@ version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"minio\""
 files = [
     {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
@@ -107,6 +115,7 @@ version = "1.5.1"
 description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"},
     {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"},
@@ -118,6 +127,8 @@ version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(extra == \"generic\" or extra == \"redis\") and python_full_version < \"3.11.3\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -129,6 +140,8 @@ version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
@@ -139,8 +152,8 @@ cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "authlib"
@@ -148,6 +161,8 @@ version = "1.3.0"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "Authlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:9637e4de1fb498310a56900b3e2043a206b03cb11c05422014b0302cbc814be3"},
     {file = "Authlib-1.3.0.tar.gz", hash = "sha256:959ea62a5b7b5123c5059758296122b57cd2585ae2ed1c0622c21b371ffdae06"},
@@ -162,6 +177,8 @@ version = "1.30.1"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"azurite\" or extra == \"cosmosdb\""
 files = [
     {file = "azure-core-1.30.1.tar.gz", hash = "sha256:26273a254131f84269e8ea4464f3560c731f29c0c1f69ac99010845f239c1a8f"},
     {file = "azure_core-1.30.1-py3-none-any.whl", hash = "sha256:7c5ee397e48f281ec4dd773d67a0a47a0962ed6fa833036057f9ea067f688e74"},
@@ -181,6 +198,8 @@ version = "4.7.0"
 description = "Microsoft Azure Cosmos Client Library for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"cosmosdb\""
 files = [
     {file = "azure-cosmos-4.7.0.tar.gz", hash = "sha256:72d714033134656302a2e8957c4b93590673bd288b0ca60cb123e348ae99a241"},
     {file = "azure_cosmos-4.7.0-py3-none-any.whl", hash = "sha256:03d8c7740ddc2906fb16e07b136acc0fe6a6a02656db46c5dd6f1b127b58cc96"},
@@ -196,6 +215,8 @@ version = "12.19.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"azurite\""
 files = [
     {file = "azure-storage-blob-12.19.1.tar.gz", hash = "sha256:13e16ba42fc54ac2c7e8f976062173a5c82b9ec0594728e134aac372965a11b0"},
     {file = "azure_storage_blob-12.19.1-py3-none-any.whl", hash = "sha256:c5530dc51c21c9564e4eb706cd499befca8819b10dd89716d3fc90d747556243"},
@@ -216,6 +237,7 @@ version = "2.14.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
     {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
@@ -230,6 +252,8 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = true
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -241,6 +265,7 @@ version = "4.1.2"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "bcrypt-4.1.2-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e"},
     {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1"},
@@ -270,6 +295,7 @@ files = [
     {file = "bcrypt-4.1.2-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb"},
     {file = "bcrypt-4.1.2.tar.gz", hash = "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258"},
 ]
+markers = {main = "extra == \"registry\""}
 
 [package.extras]
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
@@ -281,6 +307,8 @@ version = "1.34.59"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">= 3.8"
+groups = ["main"]
+markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
     {file = "boto3-1.34.59-py3-none-any.whl", hash = "sha256:004e67b078be58d34469406f93cc8b95bc43becef4bbe44523a0b8e51f84c668"},
     {file = "boto3-1.34.59.tar.gz", hash = "sha256:162edf182e53c198137a28432a626dba103f787a8f5000ed4758b73ccd203fa0"},
@@ -300,6 +328,8 @@ version = "1.34.59"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">= 3.8"
+groups = ["main"]
+markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
     {file = "botocore-1.34.59-py3-none-any.whl", hash = "sha256:4bc112dafb1679ab571117593f7656604726a3da0e5ae5bad00ea772fa40e75c"},
     {file = "botocore-1.34.59.tar.gz", hash = "sha256:24edb4d21d7c97dea0c6c4a80d36b3809b1443a30b0bd5e317d6c319dfac823f"},
@@ -322,6 +352,8 @@ version = "5.3.3"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"k3s\""
 files = [
     {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
     {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
@@ -333,6 +365,7 @@ version = "3.29.1"
 description = "DataStax Driver for Apache Cassandra"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "cassandra-driver-3.29.1.tar.gz", hash = "sha256:38e9c2a2f2a9664bb03f1f852d5fccaeff2163942b5db35dffcf8bf32a51cfe5"},
     {file = "cassandra_driver-3.29.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a8f175c7616a63ca48cb8bd4acc443e2a3d889964d5157cead761f23cc8db7bd"},
@@ -380,6 +413,7 @@ version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
@@ -391,6 +425,7 @@ version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
     {file = "cffi-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9"},
@@ -445,6 +480,7 @@ files = [
     {file = "cffi-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:3686dffb02459559c74dd3d81748269ffb0eb027c39a6fc99502de37d501faa8"},
     {file = "cffi-1.16.0.tar.gz", hash = "sha256:bcb3ef43e58665bbda2fb198698fcae6776483e0c4a631aa5647806c25e02cc0"},
 ]
+markers = {main = "((extra == \"azurite\" or extra == \"keycloak\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") and platform_python_implementation != \"PyPy\" or extra == \"minio\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"selenium\")"}
 
 [package.dependencies]
 pycparser = "*"
@@ -455,6 +491,7 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -466,6 +503,7 @@ version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main", "dev"]
 files = [
     {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
     {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
@@ -565,6 +603,8 @@ version = "0.4.25.dev0"
 description = "Chroma Client."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "chromadb-client-0.4.25.dev0.tar.gz", hash = "sha256:18762d04720db1ca9ac6347ecd04371064e414b22401aadc2e78a1893fd46595"},
     {file = "chromadb_client-0.4.25.dev0-py3-none-any.whl", hash = "sha256:da52dd28e02bb168be6ab82177726c27f770f5c190ef7c3484b12c6014f2cc07"},
@@ -590,6 +630,7 @@ version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
     {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
@@ -604,6 +645,8 @@ version = "0.2.7"
 description = "Python driver with native interface for ClickHouse"
 optional = true
 python-versions = ">=3.7, <4"
+groups = ["main"]
+markers = "extra == \"clickhouse\""
 files = [
     {file = "clickhouse-driver-0.2.7.tar.gz", hash = "sha256:299cfbe6d561955d88eeab6e09f3de31e2f6daccc6fdd904a59e46357d2d28d9"},
     {file = "clickhouse_driver-0.2.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c44fefc2fd44f432d5b162bfe34ad76840137c34167d46a18c554a7c7c6e3566"},
@@ -716,7 +759,7 @@ pytz = "*"
 tzlocal = "*"
 
 [package.extras]
-lz4 = ["clickhouse-cityhash (>=1.0.2.1)", "lz4", "lz4 (<=3.0.1)"]
+lz4 = ["clickhouse-cityhash (>=1.0.2.1)", "lz4 (<=3.0.1) ; implementation_name == \"pypy\"", "lz4 ; implementation_name != \"pypy\""]
 numpy = ["numpy (>=1.12.0)", "pandas (>=0.24.0)"]
 zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
 
@@ -726,10 +769,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
@@ -737,6 +782,7 @@ version = "7.4.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "coverage-7.4.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8580b827d4746d47294c0e0b92854c85a92c2227927433998f0d3320ae8a71b6"},
     {file = "coverage-7.4.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:718187eeb9849fc6cc23e0d9b092bc2348821c5e1a901c9f8975df0bc785bfd4"},
@@ -796,7 +842,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cryptography"
@@ -804,6 +850,7 @@ version = "42.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "cryptography-42.0.5-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:a30596bae9403a342c978fb47d9b0ee277699fa53bbafad14706af51fe543d16"},
     {file = "cryptography-42.0.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:b7ffe927ee6531c78f81aa17e684e2ff617daeba7f189f911065b2ea2d526dec"},
@@ -838,6 +885,7 @@ files = [
     {file = "cryptography-42.0.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:37dd623507659e08be98eec89323469e8c7b4c1407c85112634ae3dbdb926fdd"},
     {file = "cryptography-42.0.5.tar.gz", hash = "sha256:6fe07eec95dfd477eb9530aef5bead34fec819b3aaf6c5bd6d20565da607bfe1"},
 ]
+markers = {main = "extra == \"azurite\" or extra == \"keycloak\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
@@ -858,6 +906,8 @@ version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
     {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
@@ -875,6 +925,8 @@ version = "2.1.0"
 description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"keycloak\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -889,6 +941,7 @@ version = "0.3.8"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
@@ -900,6 +953,8 @@ version = "2.6.1"
 description = "DNS toolkit"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"mongodb\""
 files = [
     {file = "dnspython-2.6.1-py3-none-any.whl", hash = "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50"},
     {file = "dnspython-2.6.1.tar.gz", hash = "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"},
@@ -920,6 +975,7 @@ version = "7.1.0"
 description = "A Python library for the Docker Engine API."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
     {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
@@ -942,6 +998,7 @@ version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"},
     {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
@@ -953,6 +1010,7 @@ version = "9.5.0"
 description = "simplified environment variable parsing"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "environs-9.5.0-py2.py3-none-any.whl", hash = "sha256:1e549569a3de49c05f856f40bce86979e7d5ffbbc4398e7f338574c220189124"},
     {file = "environs-9.5.0.tar.gz", hash = "sha256:a76307b36fbe856bdca7ee9161e6c466fd7fcffc297109a118c59b54e27e30c9"},
@@ -974,6 +1032,8 @@ version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
     {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
@@ -988,6 +1048,7 @@ version = "3.13.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
     {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
@@ -996,7 +1057,7 @@ files = [
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
-typing = ["typing-extensions (>=4.8)"]
+typing = ["typing-extensions (>=4.8) ; python_version < \"3.11\""]
 
 [[package]]
 name = "geomet"
@@ -1004,6 +1065,7 @@ version = "0.2.1.post1"
 description = "GeoJSON <-> WKT/WKB conversion utilities"
 optional = false
 python-versions = ">2.6, !=3.3.*, <4"
+groups = ["main", "dev"]
 files = [
     {file = "geomet-0.2.1.post1-py3-none-any.whl", hash = "sha256:a41a1e336b381416d6cbed7f1745c848e91defaa4d4c1bdc1312732e46ffad2b"},
     {file = "geomet-0.2.1.post1.tar.gz", hash = "sha256:91d754f7c298cbfcabd3befdb69c641c27fe75e808b27aa55028605761d17e95"},
@@ -1019,6 +1081,8 @@ version = "2.17.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google-api-core-2.17.1.tar.gz", hash = "sha256:9df18a1f87ee0df0bc4eea2770ebc4228392d8cc4066655b320e2cfccb15db95"},
     {file = "google_api_core-2.17.1-py3-none-any.whl", hash = "sha256:610c5b90092c360736baccf17bd3efbcb30dd380e7a6dc28a71059edb8bd0d8e"},
@@ -1029,17 +1093,17 @@ google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
     {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""},
 ]
 grpcio-status = [
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1049,6 +1113,8 @@ version = "2.28.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"k3s\""
 files = [
     {file = "google-auth-2.28.2.tar.gz", hash = "sha256:80b8b4969aa9ed5938c7828308f20f035bc79f9d8fb8120bf9dc8db20b41ba30"},
     {file = "google_auth-2.28.2-py2.py3-none-any.whl", hash = "sha256:9fd67bbcd40f16d9d42f950228e9cf02a2ded4ae49198b27432d0cded5a74c38"},
@@ -1072,6 +1138,8 @@ version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"},
     {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"},
@@ -1090,6 +1158,8 @@ version = "2.19.0"
 description = "Google Cloud Datastore API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google-cloud-datastore-2.19.0.tar.gz", hash = "sha256:07fc5870a0261f25466c557c134df95a96dfd2537abd088b9d537fbabe99b974"},
     {file = "google_cloud_datastore-2.19.0-py2.py3-none-any.whl", hash = "sha256:c52086670d4c3779ea7bd8f8353b093a9b5e81c6606f36ffcdf46e6ce9fc80c0"},
@@ -1100,7 +1170,7 @@ google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-cloud-core = ">=1.4.0,<3.0.0dev"
 proto-plus = [
     {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
-    {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
+    {version = ">=1.22.0,<2.0.0dev"},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
@@ -1113,6 +1183,8 @@ version = "2.20.1"
 description = "Google Cloud Pub/Sub API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google-cloud-pubsub-2.20.1.tar.gz", hash = "sha256:b6d06f1827968273c42b57a09f642462649c9504dc0f8756f99770f4e3e755ad"},
     {file = "google_cloud_pubsub-2.20.1-py2.py3-none-any.whl", hash = "sha256:06dd62181e2f248f32b9077f4dc07b413191a84fc06d7323b208602d887207bc"},
@@ -1139,6 +1211,8 @@ version = "1.62.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"chroma\""
 files = [
     {file = "googleapis-common-protos-1.62.0.tar.gz", hash = "sha256:83f0ece9f94e5672cced82f592d2a5edf527a96ed1794f0bab36d5735c996277"},
     {file = "googleapis_common_protos-1.62.0-py2.py3-none-any.whl", hash = "sha256:4750113612205514f9f6aa4cb00d523a94f3e8c06c5ad2fee466387dc4875f07"},
@@ -1157,6 +1231,8 @@ version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""
 files = [
     {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"},
@@ -1228,6 +1304,8 @@ version = "0.13.0"
 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "grpc-google-iam-v1-0.13.0.tar.gz", hash = "sha256:fad318608b9e093258fbf12529180f400d1c44453698a33509cc6ecf005b294e"},
     {file = "grpc_google_iam_v1-0.13.0-py2.py3-none-any.whl", hash = "sha256:53902e2af7de8df8c1bd91373d9be55b0743ec267a7428ea638db3775becae89"},
@@ -1244,6 +1322,7 @@ version = "1.62.1"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "grpcio-1.62.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:179bee6f5ed7b5f618844f760b6acf7e910988de77a4f75b95bbfaa8106f3c1e"},
     {file = "grpcio-1.62.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:48611e4fa010e823ba2de8fd3f77c1322dd60cb0d180dc6630a7e157b205f7ea"},
@@ -1300,6 +1379,7 @@ files = [
     {file = "grpcio-1.62.1-cp39-cp39-win_amd64.whl", hash = "sha256:b7209117bbeebdfa5d898205cc55153a51285757902dd73c47de498ad4d11332"},
     {file = "grpcio-1.62.1.tar.gz", hash = "sha256:6c455e008fa86d9e9a9d85bb76da4277c0d7d9668a3bfa70dbe86e9f3c759947"},
 ]
+markers = {main = "extra == \"google\" or extra == \"weaviate\" or extra == \"qdrant\" or extra == \"chroma\""}
 
 [package.extras]
 protobuf = ["grpcio-tools (>=1.62.1)"]
@@ -1310,6 +1390,8 @@ version = "1.62.1"
 description = "Standard Health Checking Service for gRPC"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "grpcio-health-checking-1.62.1.tar.gz", hash = "sha256:9e56180a941b1d32a077d7491e0611d0483c396358afd5349bf00152612e4583"},
     {file = "grpcio_health_checking-1.62.1-py3-none-any.whl", hash = "sha256:9ce761c09fc383e7aa2f7e6c0b0b65d5a1157c1b98d1f5871f7c38aca47d49b9"},
@@ -1325,6 +1407,8 @@ version = "1.62.1"
 description = "Status proto mapping for gRPC"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "grpcio-status-1.62.1.tar.gz", hash = "sha256:3431c8abbab0054912c41df5c72f03ddf3b7a67be8a287bb3c18a3456f96ff77"},
     {file = "grpcio_status-1.62.1-py3-none-any.whl", hash = "sha256:af0c3ab85da31669f21749e8d53d669c061ebc6ce5637be49a46edcb7aa8ab17"},
@@ -1341,6 +1425,8 @@ version = "1.62.1"
 description = "Protobuf code generator for gRPC"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"weaviate\" or extra == \"qdrant\""
 files = [
     {file = "grpcio-tools-1.62.1.tar.gz", hash = "sha256:a4991e5ee8a97ab791296d3bf7e8700b1445635cc1828cc98df945ca1802d7f2"},
     {file = "grpcio_tools-1.62.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:f2b404bcae7e2ef9b0b9803b2a95119eb7507e6dc80ea4a64a78be052c30cebc"},
@@ -1409,6 +1495,7 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -1420,6 +1507,8 @@ version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
 optional = true
 python-versions = ">=3.6.1"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
     {file = "h2-4.1.0.tar.gz", hash = "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"},
@@ -1435,6 +1524,8 @@ version = "4.0.0"
 description = "Pure-Python HPACK header compression"
 optional = true
 python-versions = ">=3.6.1"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
@@ -1446,6 +1537,7 @@ version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
     {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
@@ -1467,6 +1559,7 @@ version = "0.27.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpx-0.27.0-py3-none-any.whl", hash = "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5"},
     {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
@@ -1481,7 +1574,7 @@ idna = "*"
 sniffio = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -1492,6 +1585,7 @@ version = "2.1.0"
 description = "HashiCorp Vault API client"
 optional = false
 python-versions = ">=3.8,<4.0"
+groups = ["dev"]
 files = [
     {file = "hvac-2.1.0-py3-none-any.whl", hash = "sha256:73bc91e58c3fc7c6b8107cdaca9cb71fa0a893dfd80ffbc1c14e20f24c0c29d7"},
     {file = "hvac-2.1.0.tar.gz", hash = "sha256:b48bcda11a4ab0a7b6c47232c7ba7c87fda318ae2d4a7662800c465a78742894"},
@@ -1509,6 +1603,8 @@ version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
 optional = true
 python-versions = ">=3.6.1"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
     {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
@@ -1520,6 +1616,8 @@ version = "3.2.3"
 description = "Python DBI driver for DB2 (LUW, zOS, i5) and IDS"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"db2\""
 files = [
     {file = "ibm_db-3.2.3-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:3399466141c29704f4e8ba709a67ba27ab413239c0244c3c4510126e946ff603"},
     {file = "ibm_db-3.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e12ff6426d4f718e1ff6615e64a2880bd570826f19a031c82dbf296714cafd7d"},
@@ -1560,6 +1658,8 @@ version = "0.4.1"
 description = "SQLAlchemy support for IBM Data Servers"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"db2\""
 files = [
     {file = "ibm_db_sa-0.4.1-py3-none-any.whl", hash = "sha256:49926ba9799e6ebd9ddd847141537c83d179ecf32fe24b7e997ac4614d3f616a"},
     {file = "ibm_db_sa-0.4.1.tar.gz", hash = "sha256:a46df130a3681646490925cf4e1bca12b46283f71eea39b70b4f9a56e95341ac"},
@@ -1575,6 +1675,7 @@ version = "2.5.35"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "identify-2.5.35-py2.py3-none-any.whl", hash = "sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e"},
     {file = "identify-2.5.35.tar.gz", hash = "sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791"},
@@ -1589,6 +1690,7 @@ version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
@@ -1600,6 +1702,7 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1611,10 +1714,12 @@ version = "7.0.2"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "importlib_metadata-7.0.2-py3-none-any.whl", hash = "sha256:f4bc4c0c070c490abf4ce96d715f68e95923320370efb66143df00199bb6c100"},
     {file = "importlib_metadata-7.0.2.tar.gz", hash = "sha256:198f568f3230878cb1b44fbd7975f87906c22336dba2e4a7f05278c281fbd792"},
 ]
+markers = {main = "extra == \"arangodb\""}
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -1622,7 +1727,7 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "influxdb"
@@ -1630,6 +1735,8 @@ version = "5.3.1"
 description = "InfluxDB client"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"influxdb\""
 files = [
     {file = "influxdb-5.3.1-py2.py3-none-any.whl", hash = "sha256:65040a1f53d1a2a4f88a677e89e3a98189a7d30cf2ab61c318aaa89733280747"},
     {file = "influxdb-5.3.1.tar.gz", hash = "sha256:46f85e7b04ee4b3dee894672be6a295c94709003a7ddea8820deec2ac4d8b27a"},
@@ -1651,6 +1758,8 @@ version = "1.41.0"
 description = "InfluxDB 2.0 Python client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"influxdb\""
 files = [
     {file = "influxdb_client-1.41.0-py3-none-any.whl", hash = "sha256:420d7c5b7ed0f778de0eac923aded3ea3a4eb6b247e3fbb7a187e0a577a5a3be"},
     {file = "influxdb_client-1.41.0.tar.gz", hash = "sha256:4b85bad3991f3de24818366c87c8868a64917fea2d21bbcc2b579fbe5d904990"},
@@ -1675,6 +1784,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -1686,6 +1796,8 @@ version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"azurite\""
 files = [
     {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
     {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
@@ -1700,6 +1812,7 @@ version = "3.3.1"
 description = "Utility functions for Python class constructs"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "jaraco.classes-3.3.1-py3-none-any.whl", hash = "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206"},
     {file = "jaraco.classes-3.3.1.tar.gz", hash = "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"},
@@ -1710,7 +1823,7 @@ more-itertools = "*"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "jeepney"
@@ -1718,6 +1831,8 @@ version = "0.8.0"
 description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "sys_platform == \"linux\""
 files = [
     {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
     {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
@@ -1725,7 +1840,7 @@ files = [
 
 [package.extras]
 test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator", "trio"]
+trio = ["async_generator ; python_version == \"3.6\"", "trio"]
 
 [[package]]
 name = "jinja2"
@@ -1733,6 +1848,7 @@ version = "3.1.3"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
     {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
@@ -1750,6 +1866,8 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -1761,6 +1879,8 @@ version = "1.5.6"
 description = "Implementation of JOSE Web standards"
 optional = true
 python-versions = ">= 3.8"
+groups = ["main"]
+markers = "extra == \"keycloak\""
 files = [
     {file = "jwcrypto-1.5.6-py3-none-any.whl", hash = "sha256:150d2b0ebbdb8f40b77f543fb44ffd2baeff48788be71f67f03566692fd55789"},
     {file = "jwcrypto-1.5.6.tar.gz", hash = "sha256:771a87762a0c081ae6166958a954f80848820b2ab066937dc8b8379d65b1b039"},
@@ -1776,6 +1896,7 @@ version = "2.2.0"
 description = "Pure Python client for Apache Kafka"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "kafka-python-ng-2.2.0.tar.gz", hash = "sha256:31d7082fd0ea78702a1eb3c20b5cbb3663d599d916d64a2a517a55ef7c9ebe58"},
     {file = "kafka_python_ng-2.2.0-py2.py3-none-any.whl", hash = "sha256:8f7f1f18ee0d09d905530e8990cf27b0cda0c05faf8098d74284c1069c5e6097"},
@@ -1794,6 +1915,7 @@ version = "24.3.1"
 description = "Store and access your passwords safely."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "keyring-24.3.1-py3-none-any.whl", hash = "sha256:df38a4d7419a6a60fea5cef1e45a948a3e8430dd12ad88b0f423c5c143906218"},
     {file = "keyring-24.3.1.tar.gz", hash = "sha256:c3327b6ffafc0e8befbdb597cacdb4928ffe5c1212f7645f186e6d9957a898db"},
@@ -1809,7 +1931,7 @@ SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 [package.extras]
 completion = ["shtab (>=1.1.0)"]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "kubernetes"
@@ -1817,6 +1939,8 @@ version = "29.0.0"
 description = "Kubernetes python client"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"k3s\""
 files = [
     {file = "kubernetes-29.0.0-py2.py3-none-any.whl", hash = "sha256:ab8cb0e0576ccdfb71886366efb102c6a20f268d817be065ce7f9909c631e43e"},
     {file = "kubernetes-29.0.0.tar.gz", hash = "sha256:c4812e227ae74d07d53c88293e564e54b850452715a59a927e7e1bc6b9a60459"},
@@ -1843,6 +1967,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -1867,6 +1992,7 @@ version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"},
@@ -1936,6 +2062,7 @@ version = "3.21.3"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "marshmallow-3.21.3-py3-none-any.whl", hash = "sha256:86ce7fb914aa865001a4b2092c4c2872d13bc347f3d42673272cabfdbad386f1"},
     {file = "marshmallow-3.21.3.tar.gz", hash = "sha256:4f57c5e050a54d66361e826f94fba213eb10b67b2fdb02c3e0343ce207ba1662"},
@@ -1955,6 +2082,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -1966,6 +2094,7 @@ version = "2.4.7"
 description = "A lightweight version of Milvus wrapped with Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "milvus_lite-2.4.7-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:c828190118b104b05b8c8e0b5a4147811c86b54b8fb67bc2e726ad10fc0b544e"},
     {file = "milvus_lite-2.4.7-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e1537633c39879714fb15082be56a4b97f74c905a6e98e302ec01320561081af"},
@@ -1979,6 +2108,8 @@ version = "7.2.5"
 description = "MinIO Python SDK for Amazon S3 Compatible Cloud Storage"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"minio\""
 files = [
     {file = "minio-7.2.5-py3-none-any.whl", hash = "sha256:ed9176c96d4271cb1022b9ecb8a538b1e55b32ae06add6de16425cab99ef2304"},
     {file = "minio-7.2.5.tar.gz", hash = "sha256:59d8906e2da248a9caac34d4958a859cc3a44abbe6447910c82b5abfa9d6a2e1"},
@@ -1997,6 +2128,8 @@ version = "1.6"
 description = "An implementation of time.monotonic() for Python 2 & < 3.3"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "monotonic-1.6-py2.py3-none-any.whl", hash = "sha256:68687e19a14f11f26d140dd5c86f3dba4bf5df58003000ed467e0e2a69bca96c"},
     {file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
@@ -2008,6 +2141,7 @@ version = "10.2.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "more-itertools-10.2.0.tar.gz", hash = "sha256:8fccb480c43d3e99a00087634c06dd02b0d50fbf088b380de5a41a015ec239e1"},
     {file = "more_itertools-10.2.0-py3-none-any.whl", hash = "sha256:686b06abe565edfab151cb8fd385a05651e1fdf8f0a14191e4439283421f8684"},
@@ -2019,6 +2153,8 @@ version = "1.0.8"
 description = "MessagePack serializer"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"influxdb\""
 files = [
     {file = "msgpack-1.0.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:505fe3d03856ac7d215dbe005414bc28505d26f0c128906037e66d98c4e95868"},
     {file = "msgpack-1.0.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b7842518a63a9f17107eb176320960ec095a8ee3b4420b5f688e24bf50c53c"},
@@ -2084,6 +2220,7 @@ version = "1.7.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "mypy-1.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12cce78e329838d70a204293e7b29af9faa3ab14899aec397798a4b41be7f340"},
     {file = "mypy-1.7.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1484b8fa2c10adf4474f016e09d7a159602f3239075c7bf9f1627f5acf40ad49"},
@@ -2131,6 +2268,7 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
@@ -2142,6 +2280,8 @@ version = "2.7.2"
 description = "NATS client for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nats\""
 files = [
     {file = "nats-py-2.7.2.tar.gz", hash = "sha256:0c97b4a57bed0ef1ff9ae6c19bc115ec7ca8ede5ab3e001fd00a377056a547cf"},
 ]
@@ -2157,6 +2297,8 @@ version = "5.18.0"
 description = "Neo4j Bolt driver for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"neo4j\""
 files = [
     {file = "neo4j-5.18.0.tar.gz", hash = "sha256:4014406ae5b8b485a8ba46c9f00b6f5b4aaf88e7c3a50603445030c2aab701c9"},
 ]
@@ -2175,6 +2317,7 @@ version = "0.2.15"
 description = "Python bindings to the ammonia HTML sanitization library."
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "nh3-0.2.15-cp37-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:9c0d415f6b7f2338f93035bba5c0d8c1b464e538bfbb1d598acd47d7969284f0"},
     {file = "nh3-0.2.15-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6f42f99f0cf6312e470b6c09e04da31f9abaadcd3eb591d7d1a88ea931dca7f3"},
@@ -2200,6 +2343,7 @@ version = "1.8.0"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+groups = ["dev"]
 files = [
     {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
     {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
@@ -2214,6 +2358,7 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -2252,6 +2397,7 @@ files = [
     {file = "numpy-1.26.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0"},
     {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"},
 ]
+markers = {main = "extra == \"qdrant\" or extra == \"chroma\""}
 
 [[package]]
 name = "oauthlib"
@@ -2259,6 +2405,8 @@ version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"k3s\""
 files = [
     {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
     {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
@@ -2275,6 +2423,8 @@ version = "2.4.2"
 description = "Python client for OpenSearch"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
+groups = ["main"]
+markers = "extra == \"opensearch\""
 files = [
     {file = "opensearch-py-2.4.2.tar.gz", hash = "sha256:564f175af134aa885f4ced6846eb4532e08b414fff0a7976f76b276fe0e69158"},
     {file = "opensearch_py-2.4.2-py2.py3-none-any.whl", hash = "sha256:7867319132133e2974c09f76a54eb1d502b989229be52da583d93ddc743ea111"},
@@ -2299,6 +2449,8 @@ version = "1.16.0"
 description = "OpenTelemetry Python API"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "opentelemetry_api-1.16.0-py3-none-any.whl", hash = "sha256:79e8f0cf88dbdd36b6abf175d2092af1efcaa2e71552d0d2b3b181a9707bf4bc"},
     {file = "opentelemetry_api-1.16.0.tar.gz", hash = "sha256:4b0e895a3b1f5e1908043ebe492d33e33f9ccdbe6d02d3994c2f8721a63ddddb"},
@@ -2314,6 +2466,8 @@ version = "1.16.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.16.0-py3-none-any.whl", hash = "sha256:ace2cedc43bc30e1b2475b14f72acf1a1528716965209d31fb0a72c59f0f4fe4"},
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.16.0.tar.gz", hash = "sha256:0853ea1e566c1fab5633e7f7bca2a650ba445b04ba02f93173920b0f5c561f63"},
@@ -2336,6 +2490,8 @@ version = "1.16.0"
 description = "OpenTelemetry Python Proto"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "opentelemetry_proto-1.16.0-py3-none-any.whl", hash = "sha256:160326d300faf43c3f72c4a916516ee5b63289ceb9828294b698ef943697cbd5"},
     {file = "opentelemetry_proto-1.16.0.tar.gz", hash = "sha256:e58832dfec64621972a9836f8ae163fb3063946eb02bdf43fae0f76f8cf46d0a"},
@@ -2350,6 +2506,8 @@ version = "1.16.0"
 description = "OpenTelemetry Python SDK"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "opentelemetry_sdk-1.16.0-py3-none-any.whl", hash = "sha256:15f03915eec4839f885a5e6ed959cde59b8690c8c012d07c95b4b138c98dc43f"},
     {file = "opentelemetry_sdk-1.16.0.tar.gz", hash = "sha256:4d3bb91e9e209dbeea773b5565d901da4f76a29bf9dbc1c9500be3cabb239a4e"},
@@ -2367,6 +2525,8 @@ version = "0.37b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "opentelemetry_semantic_conventions-0.37b0-py3-none-any.whl", hash = "sha256:462982278a42dab01f68641cd89f8460fe1f93e87c68a012a76fb426dcdba5ee"},
     {file = "opentelemetry_semantic_conventions-0.37b0.tar.gz", hash = "sha256:087ce2e248e42f3ffe4d9fa2303111de72bb93baa06a0f4655980bc1557c4228"},
@@ -2378,6 +2538,8 @@ version = "2.1.1"
 description = "Python interface to Oracle Database"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"oracle\" or extra == \"oracle-free\""
 files = [
     {file = "oracledb-2.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0666088fcca29cfe8a8428888426655d2f7417adfb854ad0af79c40f1bae59aa"},
     {file = "oracledb-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8651ea5b9ef35493aa1bb80786458a26df3d728eb3e55b6bb9ddf2aa83f45be8"},
@@ -2421,6 +2583,8 @@ version = "3.10.0"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "orjson-3.10.0-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:47af5d4b850a2d1328660661f0881b67fdbe712aea905dadd413bdea6f792c33"},
     {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c90681333619d78360d13840c7235fdaf01b2b129cb3a4f1647783b1971542b6"},
@@ -2481,6 +2645,8 @@ version = "1.3.0.post0"
 description = "Capture the outcome of Python function calls."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "outcome-1.3.0.post0-py2.py3-none-any.whl", hash = "sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"},
     {file = "outcome-1.3.0.post0.tar.gz", hash = "sha256:9dcf02e65f2971b80047b377468e72a268e15c0af3cf1238e6ff14f7f91143b8"},
@@ -2495,6 +2661,8 @@ version = "7.7.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"},
     {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"},
@@ -2506,10 +2674,12 @@ version = "24.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
     {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
 ]
+markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
 
 [[package]]
 name = "paho-mqtt"
@@ -2517,6 +2687,7 @@ version = "2.1.0"
 description = "MQTT version 5.0/3.1.1 client class"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "paho_mqtt-2.1.0-py3-none-any.whl", hash = "sha256:6db9ba9b34ed5bc6b6e3812718c7e06e2fd7444540df2455d2c51bd58808feee"},
     {file = "paho_mqtt-2.1.0.tar.gz", hash = "sha256:12d6e7511d4137555a3f6ea167ae846af2c7357b10bc6fa4f7c3968fc1723834"},
@@ -2531,6 +2702,7 @@ version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"},
     {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"},
@@ -2566,8 +2738,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2604,6 +2776,7 @@ version = "3.4.0"
 description = "SSH2 protocol library"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "paramiko-3.4.0-py3-none-any.whl", hash = "sha256:43f0b51115a896f9c00f59618023484cb3a14b98bbceab43394a39c6739b7ee7"},
     {file = "paramiko-3.4.0.tar.gz", hash = "sha256:aac08f26a31dc4dffd92821527d1682d99d52f9ef6851968114a8728f3c274d3"},
@@ -2615,8 +2788,8 @@ cryptography = ">=3.3"
 pynacl = ">=1.5"
 
 [package.extras]
-all = ["gssapi (>=1.4.1)", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
-gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
+all = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
+gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
 invoke = ["invoke (>=2.0)"]
 
 [[package]]
@@ -2625,6 +2798,7 @@ version = "1.30.5"
 description = "PostgreSQL interface library"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pg8000-1.30.5-py3-none-any.whl", hash = "sha256:1abf18da652b0ad8e9cbfe57ed841c350b5330c33d8151303555db1fe5ce57f8"},
     {file = "pg8000-1.30.5.tar.gz", hash = "sha256:072f7ad00cd723695cb2e9fc02c1dfb84c781455e97b8de6f4c4281eea08078c"},
@@ -2640,6 +2814,8 @@ version = "1.3.2"
 description = "Pika Python AMQP Client Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"rabbitmq\""
 files = [
     {file = "pika-1.3.2-py3-none-any.whl", hash = "sha256:0779a7c1fafd805672796085560d290213a465e4f6f76a6fb19e378d8041a14f"},
     {file = "pika-1.3.2.tar.gz", hash = "sha256:b2a327ddddf8570b4965b3576ac77091b850262d34ce8c1d8cb4e4146aa4145f"},
@@ -2656,6 +2832,7 @@ version = "1.10.0"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "pkginfo-1.10.0-py3-none-any.whl", hash = "sha256:889a6da2ed7ffc58ab5b900d888ddce90bce912f2d2de1dc1c26f4cb9fe65097"},
     {file = "pkginfo-1.10.0.tar.gz", hash = "sha256:5df73835398d10db79f8eecd5cd86b1f6d29317589ea70796994d49399af6297"},
@@ -2670,6 +2847,7 @@ version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
     {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"},
@@ -2685,6 +2863,7 @@ version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"},
     {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"},
@@ -2700,6 +2879,8 @@ version = "2.8.2"
 description = "Wraps the portalocker recipe for easy usage"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "portalocker-2.8.2-py3-none-any.whl", hash = "sha256:cfb86acc09b9aa7c3b43594e19be1345b9d16af3feb08bf92f23d4dce513a28e"},
     {file = "portalocker-2.8.2.tar.gz", hash = "sha256:2b035aa7828e46c58e9b31390ee1f169b98e1066ab10b9a6a861fe7e25ee4f33"},
@@ -2719,6 +2900,8 @@ version = "3.5.0"
 description = "Integrate PostHog into any python application."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "posthog-3.5.0-py2.py3-none-any.whl", hash = "sha256:3c672be7ba6f95d555ea207d4486c171d06657eb34b3ce25eb043bfe7b6b5b76"},
     {file = "posthog-3.5.0.tar.gz", hash = "sha256:8f7e3b2c6e8714d0c0c542a2109b83a7549f63b7113a133ab2763a89245ef2ef"},
@@ -2742,6 +2925,7 @@ version = "3.6.2"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pre_commit-3.6.2-py2.py3-none-any.whl", hash = "sha256:ba637c2d7a670c10daedc059f5c49b5bd0aadbccfcd7ec15592cf9665117532c"},
     {file = "pre_commit-3.6.2.tar.gz", hash = "sha256:c3ef34f463045c88658c5b99f38c1e297abdcc0ff13f98d3370055fbbfabc67e"},
@@ -2760,6 +2944,8 @@ version = "1.23.0"
 description = "Beautiful, Pythonic protocol buffers."
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "proto-plus-1.23.0.tar.gz", hash = "sha256:89075171ef11988b3fa157f5dbd8b9cf09d65fffee97e29ce403cd8defba19d2"},
     {file = "proto_plus-1.23.0-py3-none-any.whl", hash = "sha256:a829c79e619e1cf632de091013a4173deed13a55f326ef84f05af6f50ff4c82c"},
@@ -2777,6 +2963,7 @@ version = "4.25.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "protobuf-4.25.3-cp310-abi3-win32.whl", hash = "sha256:d4198877797a83cbfe9bffa3803602bbe1625dc30d8a097365dbc762e5790faa"},
     {file = "protobuf-4.25.3-cp310-abi3-win_amd64.whl", hash = "sha256:209ba4cc916bab46f64e56b85b090607a676f66b473e6b762e6f1d9d591eb2e8"},
@@ -2790,6 +2977,7 @@ files = [
     {file = "protobuf-4.25.3-py3-none-any.whl", hash = "sha256:f0700d54bcf45424477e46a9f0944155b46fb0639d69728739c0e47bab83f2b9"},
     {file = "protobuf-4.25.3.tar.gz", hash = "sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c"},
 ]
+markers = {main = "extra == \"google\" or extra == \"chroma\" or extra == \"weaviate\" or extra == \"qdrant\""}
 
 [[package]]
 name = "psycopg"
@@ -2797,6 +2985,7 @@ version = "3.1.18"
 description = "PostgreSQL database adapter for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "psycopg-3.1.18-py3-none-any.whl", hash = "sha256:4d5a0a5a8590906daa58ebd5f3cfc34091377354a1acced269dd10faf55da60e"},
     {file = "psycopg-3.1.18.tar.gz", hash = "sha256:31144d3fb4c17d78094d9e579826f047d4af1da6a10427d91dfcfb6ecdf6f12b"},
@@ -2807,8 +2996,8 @@ typing-extensions = ">=4.1"
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-binary = ["psycopg-binary (==3.1.18)"]
-c = ["psycopg-c (==3.1.18)"]
+binary = ["psycopg-binary (==3.1.18) ; implementation_name != \"pypy\""]
+c = ["psycopg-c (==3.1.18) ; implementation_name != \"pypy\""]
 dev = ["black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "mypy (>=1.4.1)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
 docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
 pool = ["psycopg-pool"]
@@ -2820,6 +3009,7 @@ version = "2.9.9"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "psycopg2-binary-2.9.9.tar.gz", hash = "sha256:7f01846810177d829c7692f1f5ada8096762d9172af1b1a28d4ab5b77c923c1c"},
     {file = "psycopg2_binary-2.9.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c2470da5418b76232f02a2fcd2229537bb2d5a7096674ce61859c3229f2eb202"},
@@ -2901,6 +3091,8 @@ version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"k3s\""
 files = [
     {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
     {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
@@ -2912,6 +3104,8 @@ version = "0.3.0"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"k3s\""
 files = [
     {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"},
     {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"},
@@ -2926,10 +3120,12 @@ version = "2.21"
 description = "C parser in Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main", "dev"]
 files = [
     {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
     {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
 ]
+markers = {main = "((extra == \"azurite\" or extra == \"keycloak\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") and platform_python_implementation != \"PyPy\" or extra == \"minio\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"selenium\")"}
 
 [[package]]
 name = "pycryptodome"
@@ -2937,6 +3133,8 @@ version = "3.20.0"
 description = "Cryptographic library for Python"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "extra == \"minio\""
 files = [
     {file = "pycryptodome-3.20.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:f0e6d631bae3f231d3634f91ae4da7a960f7ff87f2865b2d2b831af1dfb04e9a"},
     {file = "pycryptodome-3.20.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:baee115a9ba6c5d2709a1e88ffe62b73ecc044852a925dcb67713a288c4ec70f"},
@@ -2978,6 +3176,8 @@ version = "2.6.4"
 description = "Data validation using Python type hints"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
 files = [
     {file = "pydantic-2.6.4-py3-none-any.whl", hash = "sha256:cc46fce86607580867bdc3361ad462bab9c222ef042d3da86f2fb333e1d916c5"},
     {file = "pydantic-2.6.4.tar.gz", hash = "sha256:b1704e0847db01817624a6b86766967f552dd9dbf3afba4004409f908dcc84e6"},
@@ -2997,6 +3197,8 @@ version = "2.16.3"
 description = ""
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
 files = [
     {file = "pydantic_core-2.16.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:75b81e678d1c1ede0785c7f46690621e4c6e63ccd9192af1f0bd9d504bbb6bf4"},
     {file = "pydantic_core-2.16.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9c865a7ee6f93783bd5d781af5a4c43dadc37053a5b42f7d18dc019f8c9d2bd1"},
@@ -3088,13 +3290,14 @@ version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
     {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
+plugins = ["importlib-metadata ; python_version < \"3.8\""]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
@@ -3103,6 +3306,8 @@ version = "2.8.0"
 description = "JSON Web Token implementation in Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"arangodb\""
 files = [
     {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"},
     {file = "PyJWT-2.8.0.tar.gz", hash = "sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de"},
@@ -3120,6 +3325,7 @@ version = "2.4.3"
 description = "Python Sdk for Milvus"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pymilvus-2.4.3-py3-none-any.whl", hash = "sha256:38239e89f8d739f665141d0b80908990b5f59681e889e135c234a4a45669a5c8"},
     {file = "pymilvus-2.4.3.tar.gz", hash = "sha256:703ac29296cdce03d6dc2aaebbe959e57745c141a94150e371dc36c61c226cc1"},
@@ -3145,6 +3351,8 @@ version = "4.6.2"
 description = "Python driver for MongoDB <http://www.mongodb.org>"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"mongodb\""
 files = [
     {file = "pymongo-4.6.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7640d176ee5b0afec76a1bda3684995cb731b2af7fcfd7c7ef8dc271c5d689af"},
     {file = "pymongo-4.6.2-cp310-cp310-manylinux1_i686.whl", hash = "sha256:4e2129ec8f72806751b621470ac5d26aaa18fae4194796621508fa0e6068278a"},
@@ -3235,9 +3443,9 @@ dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
 aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
-gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
-ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
+encryption = ["certifi ; os_name == \"nt\" or sys_platform == \"darwin\"", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+gssapi = ["pykerberos ; os_name != \"nt\"", "winkerberos (>=0.5.0) ; os_name == \"nt\""]
+ocsp = ["certifi ; os_name == \"nt\" or sys_platform == \"darwin\"", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
 test = ["pytest (>=7)"]
 zstd = ["zstandard"]
@@ -3248,6 +3456,8 @@ version = "2.2.11"
 description = "DB-API interface to Microsoft SQL Server for Python. (new Cython-based version)"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"mssql\""
 files = [
     {file = "pymssql-2.2.11-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:692ab328ac290bd2031bc4dd6deae32665dfffda1b12aaa92928d3ebc667d5ad"},
     {file = "pymssql-2.2.11-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:723a4612421027a01b51e42e786678a18c4a27613a3ccecf331c026e0cc41353"},
@@ -3325,6 +3535,8 @@ version = "1.1.0"
 description = "Pure Python MySQL Driver"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"mysql\""
 files = [
     {file = "PyMySQL-1.1.0-py3-none-any.whl", hash = "sha256:8969ec6d763c856f7073c4c64662882675702efcb114b4bcbb955aea3a069fa7"},
     {file = "PyMySQL-1.1.0.tar.gz", hash = "sha256:4f13a7df8bf36a51e81dd9f3605fede45a4878fe02f9236349fd82a3f0612f96"},
@@ -3343,6 +3555,7 @@ version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -3369,6 +3582,8 @@ version = "1.7.1"
 description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
     {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
@@ -3381,6 +3596,7 @@ version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
     {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
@@ -3403,6 +3619,7 @@ version = "0.23.5"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-asyncio-0.23.5.tar.gz", hash = "sha256:3a048872a9c4ba14c3e90cc1aa20cbc2def7d01c7c8db3777ec281ba9c057675"},
     {file = "pytest_asyncio-0.23.5-py3-none-any.whl", hash = "sha256:4e7093259ba018d58ede7d5315131d21923a60f8a6e9ee266ce1589685c89eac"},
@@ -3421,6 +3638,7 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
     {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
@@ -3439,6 +3657,7 @@ version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -3456,6 +3675,8 @@ version = "7.9.1"
 description = "Python Driver for ArangoDB"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"arangodb\""
 files = [
     {file = "python-arango-7.9.1.tar.gz", hash = "sha256:18f7d365fb6cf45778fa73b559e3865d0a1c00081de65ef00ba238db52e374ab"},
     {file = "python_arango-7.9.1-py3-none-any.whl", hash = "sha256:23ec7b3aad774db5f99df20f6a1036385c85eb5c9864e47628bc622ea812f2f8"},
@@ -3479,10 +3700,12 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -3493,6 +3716,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -3507,6 +3731,8 @@ version = "3.9.1"
 description = "python-keycloak is a Python package providing access to the Keycloak API."
 optional = true
 python-versions = ">=3.8,<4.0"
+groups = ["main"]
+markers = "extra == \"keycloak\""
 files = [
     {file = "python_keycloak-3.9.1-py3-none-any.whl", hash = "sha256:898d1fc73560171d3870251f981e069f854cc67bc0a51b96703355512d8d3cf3"},
     {file = "python_keycloak-3.9.1.tar.gz", hash = "sha256:50c8073172ca0630f3569c6b631134216b60f4e347cc5bb669a57e6ffba50f7e"},
@@ -3527,10 +3753,12 @@ version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
     {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
 ]
+markers = {main = "extra == \"clickhouse\" or extra == \"influxdb\" or extra == \"neo4j\" or extra == \"trino\""}
 
 [[package]]
 name = "pywin32"
@@ -3538,6 +3766,8 @@ version = "306"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"qdrant\" and platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"},
     {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"},
@@ -3561,6 +3791,8 @@ version = "0.2.2"
 description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "sys_platform == \"win32\""
 files = [
     {file = "pywin32-ctypes-0.2.2.tar.gz", hash = "sha256:3426e063bdd5fd4df74a14fa3cf80a0b42845a87e1d1e81f6549f9daec593a60"},
     {file = "pywin32_ctypes-0.2.2-py3-none-any.whl", hash = "sha256:bf490a1a709baf35d688fe0ecf980ed4de11d2b3e37b51e5442587a75d9957e7"},
@@ -3572,6 +3804,7 @@ version = "6.0.1"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a"},
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"},
@@ -3591,6 +3824,7 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -3624,6 +3858,7 @@ files = [
     {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
+markers = {main = "extra == \"k3s\" or extra == \"chroma\""}
 
 [[package]]
 name = "qdrant-client"
@@ -3631,6 +3866,8 @@ version = "1.8.2"
 description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "qdrant_client-1.8.2-py3-none-any.whl", hash = "sha256:ee5341c0486d09e4346b0f5ef7781436e6d8cdbf1d5ecddfde7adb3647d353a8"},
     {file = "qdrant_client-1.8.2.tar.gz", hash = "sha256:65078d5328bc0393f42a46a31cd319a989b8285bf3958360acf1dffffdf4cc4e"},
@@ -3649,7 +3886,7 @@ pydantic = ">=1.10.8"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.2.5)"]
+fastembed = ["fastembed (==0.2.5) ; python_version < \"3.13\""]
 
 [[package]]
 name = "reactivex"
@@ -3657,6 +3894,8 @@ version = "4.0.4"
 description = "ReactiveX (Rx) for Python"
 optional = true
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "extra == \"influxdb\""
 files = [
     {file = "reactivex-4.0.4-py3-none-any.whl", hash = "sha256:0004796c420bd9e68aad8e65627d85a8e13f293de76656165dffbcb3a0e3fb6a"},
     {file = "reactivex-4.0.4.tar.gz", hash = "sha256:e912e6591022ab9176df8348a653fe8c8fa7a301f26f9931c9d8c78a650e04e8"},
@@ -3671,6 +3910,7 @@ version = "43.0"
 description = "readme_renderer is a library for rendering readme descriptions for Warehouse"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "readme_renderer-43.0-py3-none-any.whl", hash = "sha256:19db308d86ecd60e5affa3b2a98f017af384678c63c88e5d4556a380e674f3f9"},
     {file = "readme_renderer-43.0.tar.gz", hash = "sha256:1818dd28140813509eeed8d62687f7cd4f7bad90d4db586001c5dc09d4fde311"},
@@ -3690,6 +3930,8 @@ version = "5.0.3"
 description = "Python client for Redis database and key-value store"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"generic\" or extra == \"redis\""
 files = [
     {file = "redis-5.0.3-py3-none-any.whl", hash = "sha256:5da9b8fe9e1254293756c16c008e8620b3d15fcc6dde6babde9541850e72a32d"},
     {file = "redis-5.0.3.tar.gz", hash = "sha256:4973bae7444c0fbed64a06b87446f79361cb7e4ec1538c022d696ed7a5015580"},
@@ -3708,6 +3950,7 @@ version = "2.31.0"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
     {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
@@ -3729,6 +3972,8 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = true
 python-versions = ">=3.4"
+groups = ["main"]
+markers = "extra == \"k3s\""
 files = [
     {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
     {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
@@ -3747,10 +3992,12 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main", "dev"]
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
 ]
+markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
@@ -3761,6 +4008,7 @@ version = "2.0.0"
 description = "Validating URI References per RFC 3986"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "rfc3986-2.0.0-py2.py3-none-any.whl", hash = "sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd"},
     {file = "rfc3986-2.0.0.tar.gz", hash = "sha256:97aacf9dbd4bfd829baad6e6309fa6573aaf1be3f6fa735c8ab05e46cecb261c"},
@@ -3775,6 +4023,7 @@ version = "13.7.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["dev"]
 files = [
     {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
     {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
@@ -3793,6 +4042,8 @@ version = "4.9"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"k3s\""
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -3807,6 +4058,8 @@ version = "0.10.0"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">= 3.8"
+groups = ["main"]
+markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
     {file = "s3transfer-0.10.0-py3-none-any.whl", hash = "sha256:3cdb40f5cfa6966e812209d0994f2a4709b561c88e90cf00c2696d2df4e56b2e"},
     {file = "s3transfer-0.10.0.tar.gz", hash = "sha256:d0c8bbf672d5eebbe4e57945e23b972d963f07d82f661cabf678a5c88831595b"},
@@ -3824,6 +4077,7 @@ version = "1.4.4"
 description = "An implementation of the SCRAM protocol."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "scramp-1.4.4-py3-none-any.whl", hash = "sha256:b142312df7c2977241d951318b7ee923d6b7a4f75ba0f05b621ece1ed616faa3"},
     {file = "scramp-1.4.4.tar.gz", hash = "sha256:b7022a140040f33cf863ab2657917ed05287a807b917950489b89b9f685d59bc"},
@@ -3838,6 +4092,8 @@ version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "sys_platform == \"linux\""
 files = [
     {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
     {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
@@ -3853,6 +4109,8 @@ version = "4.18.1"
 description = ""
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "selenium-4.18.1-py3-none-any.whl", hash = "sha256:b24a3cdd2d47c29832e81345bfcde0c12bb608738013e53c781b211b418df241"},
     {file = "selenium-4.18.1.tar.gz", hash = "sha256:a11f67afa8bfac6b77e148c987b33f6b14eb1cae4d352722a75de1f26e3f0ae2"},
@@ -3871,14 +4129,16 @@ version = "69.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
     {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
 ]
+markers = {main = "extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\" or extra == \"chroma\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov ; platform_python_implementation != \"PyPy\"", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -3887,6 +4147,7 @@ version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main", "dev"]
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -3898,6 +4159,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -3909,6 +4171,7 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -3920,6 +4183,8 @@ version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
     {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
@@ -3931,6 +4196,7 @@ version = "7.2.6"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinx-7.2.6-py3-none-any.whl", hash = "sha256:1e09160a40b956dc623c910118fa636da93bd3ca0b9876a7b3df90f07d691560"},
     {file = "sphinx-7.2.6.tar.gz", hash = "sha256:9a5160e1ea90688d5963ba09a2dcd8bdd526620edbb65c328728f1b2228d5ab5"},
@@ -3966,6 +4232,7 @@ version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_applehelp-1.0.8-py3-none-any.whl", hash = "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"},
     {file = "sphinxcontrib_applehelp-1.0.8.tar.gz", hash = "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619"},
@@ -3982,6 +4249,7 @@ version = "1.0.6"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
     {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
@@ -3998,6 +4266,7 @@ version = "2.0.5"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_htmlhelp-2.0.5-py3-none-any.whl", hash = "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"},
     {file = "sphinxcontrib_htmlhelp-2.0.5.tar.gz", hash = "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015"},
@@ -4014,6 +4283,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -4028,6 +4298,7 @@ version = "1.0.7"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_qthelp-1.0.7-py3-none-any.whl", hash = "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"},
     {file = "sphinxcontrib_qthelp-1.0.7.tar.gz", hash = "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6"},
@@ -4044,6 +4315,7 @@ version = "1.1.10"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
     {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
@@ -4060,6 +4332,7 @@ version = "2.0.28"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0b148ab0438f72ad21cb004ce3bdaafd28465c4276af66df3b9ecd2037bf252"},
     {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bbda76961eb8f27e6ad3c84d1dc56d5bc61ba8f02bd20fcf3450bd421c2fcc9c"},
@@ -4147,6 +4420,7 @@ version = "2.0.2"
 description = "CockroachDB dialect for SQLAlchemy"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "sqlalchemy-cockroachdb-2.0.2.tar.gz", hash = "sha256:119756eb905855d6a11345b99cfe853031a3fe598a9c4bf35a8ddac9f89fe8cc"},
     {file = "sqlalchemy_cockroachdb-2.0.2-py3-none-any.whl", hash = "sha256:0d5d50e805b024cb2ccd85423a5c1a367d1a56a5cd0ea47765233fd47665070d"},
@@ -4161,6 +4435,8 @@ version = "8.2.3"
 description = "Retry code until it succeeds"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"chroma\""
 files = [
     {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
     {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
@@ -4175,6 +4451,8 @@ version = "2.0.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
@@ -4186,6 +4464,8 @@ version = "0.329.0"
 description = "Client for the Trino distributed SQL Engine"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"trino\""
 files = [
     {file = "trino-0.329.0-py3-none-any.whl", hash = "sha256:74b82a38f16193ad869e63fb837d651e66c044f19a817232787e27c5d44b671f"},
     {file = "trino-0.329.0.tar.gz", hash = "sha256:1d976467726ec3d0fa120a64e61fdb8caf13295db207051e2cc267a952af989b"},
@@ -4211,6 +4491,8 @@ version = "0.24.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "trio-0.24.0-py3-none-any.whl", hash = "sha256:c3bd3a4e3e3025cd9a2241eae75637c43fe0b9e88b4c97b9161a55b9e54cd72c"},
     {file = "trio-0.24.0.tar.gz", hash = "sha256:ffa09a74a6bf81b84f8613909fb0beaee84757450183a7a2e0b47b455c0cac5d"},
@@ -4231,6 +4513,8 @@ version = "0.11.1"
 description = "WebSocket library for Trio"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "trio-websocket-0.11.1.tar.gz", hash = "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f"},
     {file = "trio_websocket-0.11.1-py3-none-any.whl", hash = "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"},
@@ -4247,6 +4531,7 @@ version = "4.0.2"
 description = "Collection of utilities for publishing packages on PyPI"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "twine-4.0.2-py3-none-any.whl", hash = "sha256:929bc3c280033347a00f847236564d1c52a3e61b1ac2516c97c48f3ceab756d8"},
     {file = "twine-4.0.2.tar.gz", hash = "sha256:9e102ef5fdd5a20661eb88fad46338806c3bd32cf1db729603fe3697b1bc83c8"},
@@ -4269,6 +4554,7 @@ version = "3.4.0.20240423"
 description = "Typing stubs for paramiko"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "types-paramiko-3.4.0.20240423.tar.gz", hash = "sha256:aaa98dda232c47886563d66743d3a8b66c432790c596bc3bdd3f17f91be2a8c1"},
     {file = "types_paramiko-3.4.0.20240423-py3-none-any.whl", hash = "sha256:c56e0d43399a1b909901b1e0375e0ff6ee62e16cd6e00695024abc2e9fe02035"},
@@ -4283,6 +4569,7 @@ version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
     {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
@@ -4294,10 +4581,12 @@ version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main", "dev"]
 files = [
     {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
+markers = {main = "(extra == \"clickhouse\" or extra == \"trino\") and platform_system == \"Windows\""}
 
 [[package]]
 name = "tzlocal"
@@ -4305,6 +4594,8 @@ version = "5.2"
 description = "tzinfo object for the local timezone"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"clickhouse\" or extra == \"trino\""
 files = [
     {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"},
     {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
@@ -4322,6 +4613,7 @@ version = "5.10.0"
 description = "Ultra fast JSON encoder and decoder for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "ujson-5.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2601aa9ecdbee1118a1c2065323bda35e2c5a2cf0797ef4522d485f9d3ef65bd"},
     {file = "ujson-5.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:348898dd702fc1c4f1051bc3aacbf894caa0927fe2c53e68679c073375f732cf"},
@@ -4409,6 +4701,8 @@ version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main", "dev"]
+markers = "python_version == \"3.9\""
 files = [
     {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
     {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
@@ -4418,8 +4712,8 @@ files = [
 PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -4428,6 +4722,8 @@ version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
     {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
@@ -4437,7 +4733,7 @@ files = [
 pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -4448,6 +4744,8 @@ version = "0.22.0"
 description = "Python Data Validation for Humans™"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
     {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
@@ -4470,6 +4768,7 @@ version = "20.25.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "virtualenv-20.25.1-py3-none-any.whl", hash = "sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a"},
     {file = "virtualenv-20.25.1.tar.gz", hash = "sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197"},
@@ -4482,7 +4781,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "weaviate-client"
@@ -4490,6 +4789,8 @@ version = "4.5.4"
 description = "A python native Weaviate client"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "weaviate-client-4.5.4.tar.gz", hash = "sha256:fc53dc73cd53df453c5e6dc758e49a6a1549212d6670ddd013392107120692f8"},
     {file = "weaviate_client-4.5.4-py3-none-any.whl", hash = "sha256:f6d3a6b759e5aa0d3350067490526ea38b9274ae4043b4a3ae0064c28d56883f"},
@@ -4511,6 +4812,8 @@ version = "1.7.0"
 description = "WebSocket client for Python with low level API options"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"k3s\""
 files = [
     {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
     {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
@@ -4527,6 +4830,7 @@ version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"},
     {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"},
@@ -4606,6 +4910,8 @@ version = "1.2.0"
 description = "WebSockets state-machine based protocol implementation"
 optional = true
 python-versions = ">=3.7.0"
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"},
     {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"},
@@ -4620,14 +4926,16 @@ version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
     {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
+markers = {main = "extra == \"arangodb\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-ruff"]
 
 [extras]
 arangodb = ["python-arango"]
@@ -4676,6 +4984,6 @@ vault = []
 weaviate = ["weaviate-client"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
 content-hash = "5c400cc87dc9708588ee8d7d50646de789235732d868b74ebc43f1cf2a403c88"

From a0d4317643005dde4f344eccbfc56c062e83bf05 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 4 May 2025 19:34:13 +0300
Subject: [PATCH 020/208] feat(core): Protocol support for container port bind
 and expose (#690)

Fix: #674

Changes:
1. Proper type hinting for ports bindings, support strings like
`8080/tcp` or `8125/udp`
2. Backward compatible with `int`
3. More test coverage
4. Improve documentations regarding the usage of `with_bind_ports` and
`with_exposed_ports`

Any comments will be appreciated

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 conf.py                               |  5 ++
 core/README.rst                       |  9 +++
 core/testcontainers/core/container.py | 31 ++++++++-
 core/tests/conftest.py                | 14 ++++
 core/tests/test_core_ports.py         | 99 +++++++++++++++++++++++++++
 5 files changed, 156 insertions(+), 2 deletions(-)
 create mode 100644 core/tests/test_core_ports.py

diff --git a/conf.py b/conf.py
index b310e939b..35c2ae9c5 100644
--- a/conf.py
+++ b/conf.py
@@ -161,4 +161,9 @@
 intersphinx_mapping = {
     "python": ("https://docs.python.org/3", None),
     "selenium": ("https://seleniumhq.github.io/selenium/docs/api/py/", None),
+    "typing_extensions": ("https://typing-extensions.readthedocs.io/en/latest/", None),
 }
+
+nitpick_ignore = [
+    ("py:class", "typing_extensions.Self"),
+]
diff --git a/core/README.rst b/core/README.rst
index 8cc9a2780..1461ba7d8 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -4,6 +4,15 @@ Testcontainers Core
 :code:`testcontainers-core` is the core functionality for spinning up Docker containers in test environments.
 
 .. autoclass:: testcontainers.core.container.DockerContainer
+    :members: with_bind_ports, with_exposed_ports
+
+.. note::
+    When using `with_bind_ports` or `with_exposed_ports`
+    you can specify the port in the following formats: :code:`{private_port}/{protocol}`
+
+    e.g. `8080/tcp` or `8125/udp` or just `8080` (default protocol is tcp)
+
+    For legacy reasons, the port can be an *integer*
 
 .. autoclass:: testcontainers.core.image.DockerImage
 
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index b5c118182..74f7828e0 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -65,11 +65,38 @@ def with_env_file(self, env_file: Union[str, PathLike]) -> Self:
             self.with_env(key, value)
         return self
 
-    def with_bind_ports(self, container: int, host: Optional[int] = None) -> Self:
+    def with_bind_ports(self, container: Union[str, int], host: Optional[Union[str, int]] = None) -> Self:
+        """
+        Bind container port to host port
+
+        :param container: container port
+        :param host: host port
+
+        :doctest:
+
+        >>> from testcontainers.core.container import DockerContainer
+        >>> container = DockerContainer("nginx")
+        >>> container = container.with_bind_ports("8080/tcp", 8080)
+        >>> container = container.with_bind_ports("8081/tcp", 8081)
+
+        """
         self.ports[container] = host
         return self
 
-    def with_exposed_ports(self, *ports: int) -> Self:
+    def with_exposed_ports(self, *ports: Union[str, int]) -> Self:
+        """
+        Expose ports from the container without binding them to the host.
+
+        :param ports: ports to expose
+
+        :doctest:
+
+        >>> from testcontainers.core.container import DockerContainer
+        >>> container = DockerContainer("nginx")
+        >>> container = container.with_exposed_ports("8080/tcp", "8081/tcp")
+
+        """
+
         for port in ports:
             self.ports[port] = None
         return self
diff --git a/core/tests/conftest.py b/core/tests/conftest.py
index a86faa109..a6d8ecb83 100644
--- a/core/tests/conftest.py
+++ b/core/tests/conftest.py
@@ -3,6 +3,7 @@
 import pytest
 from typing import Callable
 from testcontainers.core.container import DockerClient
+from pprint import pprint
 import sys
 
 PROJECT_DIR = Path(__file__).parent.parent.parent.resolve()
@@ -50,3 +51,16 @@ def _check_for_image(image_short_id: str, cleaned: bool) -> None:
         assert found is not cleaned, f'Image {image_short_id} was {"found" if cleaned else "not found"}'
 
     return _check_for_image
+
+
+@pytest.fixture
+def show_container_attributes() -> None:
+    """Wrap the show_container_attributes function in a fixture"""
+
+    def _show_container_attributes(container_id: str) -> None:
+        """Print the attributes of a container"""
+        client = DockerClient().client
+        data = client.containers.get(container_id).attrs
+        pprint(data)
+
+    return _show_container_attributes
diff --git a/core/tests/test_core_ports.py b/core/tests/test_core_ports.py
new file mode 100644
index 000000000..148ddf085
--- /dev/null
+++ b/core/tests/test_core_ports.py
@@ -0,0 +1,99 @@
+import pytest
+from typing import Union, Optional
+from testcontainers.core.container import DockerContainer
+
+from docker.errors import APIError
+
+
+@pytest.mark.parametrize(
+    "container_port, host_port",
+    [
+        ("8080", "8080"),
+        ("8125/udp", "8125/udp"),
+        ("8092/udp", "8092/udp"),
+        ("9000/tcp", "9000/tcp"),
+        ("8080", "8080/udp"),
+        (8080, 8080),
+        (9000, None),
+        ("9009", None),
+        ("9000", ""),
+        ("9000/udp", ""),
+    ],
+)
+def test_docker_container_with_bind_ports(container_port: Union[str, int], host_port: Optional[Union[str, int]]):
+    container = DockerContainer("alpine:latest")
+    container.with_bind_ports(container_port, host_port)
+    container.start()
+
+    # prepare to inspect container
+    container_id = container._container.id
+    client = container._container.client
+
+    # assemble expected output to compare to container API
+    container_port = str(container_port)
+    host_port = str(host_port or "")
+
+    # if the port protocol is not specified, it will default to tcp
+    if "/" not in container_port:
+        container_port += "/tcp"
+
+    expected = {container_port: [{"HostIp": "", "HostPort": host_port}]}
+
+    # compare PortBindings to expected output
+    assert client.containers.get(container_id).attrs["HostConfig"]["PortBindings"] == expected
+    container.stop()
+
+
+@pytest.mark.parametrize(
+    "container_port, host_port",
+    [
+        ("0", "8080"),
+        ("8080", "abc"),
+        (0, 0),
+        (-1, 8080),
+        (None, 8080),
+    ],
+)
+def test_error_docker_container_with_bind_ports(container_port: Union[str, int], host_port: Optional[Union[str, int]]):
+    with pytest.raises(APIError):
+        container = DockerContainer("alpine:latest")
+        container.with_bind_ports(container_port, host_port)
+        container.start()
+
+
+@pytest.mark.parametrize(
+    "ports, expected",
+    [
+        (("8125/udp",), {"8125/udp": {}}),
+        (("8092/udp", "9000/tcp"), {"8092/udp": {}, "9000/tcp": {}}),
+        (("8080", "8080/udp"), {"8080/tcp": {}, "8080/udp": {}}),
+        ((9000,), {"9000/tcp": {}}),
+        ((8080, 8080), {"8080/tcp": {}}),
+        (("9001", 9002), {"9001/tcp": {}, "9002/tcp": {}}),
+        (("9001", 9002, "9003/udp", 9004), {"9001/tcp": {}, "9002/tcp": {}, "9003/udp": {}, "9004/tcp": {}}),
+    ],
+)
+def test_docker_container_with_exposed_ports(ports: tuple[Union[str, int], ...], expected: dict):
+    container = DockerContainer("alpine:latest")
+    container.with_exposed_ports(*ports)
+    container.start()
+
+    container_id = container._container.id
+    client = container._container.client
+    assert client.containers.get(container_id).attrs["Config"]["ExposedPorts"] == expected
+    container.stop()
+
+
+@pytest.mark.parametrize(
+    "ports",
+    [
+        ((9000, None)),
+        (("", 9000)),
+        ("tcp", ""),
+    ],
+)
+def test_error_docker_container_with_exposed_ports(ports: tuple[Union[str, int], ...]):
+    with pytest.raises(APIError):
+        container = DockerContainer("alpine:latest")
+        container.with_exposed_ports(*ports)
+        container.start()

From 2061912e67705be801136f349f372f542a1f262f Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 4 May 2025 20:32:36 +0300
Subject: [PATCH 021/208] fix(core): Typing in generic + network (#700)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Supports:
https://github.com/testcontainers/testcontainers-python/issues/305
Related : #691  #692

### Overview
1. Updated Mypy
2. Add a new dev script to allow easy reporting on Mypy errors (Using it
in the makefile)
4. fix various type errors (all over core)

#### Old
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/version.py       │ 12     │
│ core/testcontainers/core/docker_client.py │ 14     │
│ core/testcontainers/core/network.py       │ 4      │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 20     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/testcontainers/core/generic.py       │ 1      │
│ core/tests/test_version.py                │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_network.py                │ 1      │
│ core/tests/test_labels.py                 │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_docker_client.py          │ 1      │
│ core/tests/conftest.py                    │ 1      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 125 errors in 20 files.
```
#### New
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/version.py       │ 12     │
│ core/testcontainers/core/docker_client.py │ 14     │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 20     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/tests/test_version.py                │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 116 errors in 14 files.
```

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/workflows/ci-lint.yml       |  7 +++-
 .pre-commit-config.yaml             | 20 +++++-----
 Makefile                            |  3 ++
 core/testcontainers/core/generic.py |  4 +-
 core/testcontainers/core/network.py | 10 +++--
 core/tests/test_docker_client.py    |  4 +-
 core/tests/test_labels.py           |  2 +-
 core/tests/test_network.py          |  2 +-
 poetry.lock                         | 62 ++++++++++++++---------------
 pyproject.toml                      |  5 ++-
 scripts/mypy_report.py              | 35 ++++++++++++++++
 11 files changed, 100 insertions(+), 54 deletions(-)
 create mode 100755 scripts/mypy_report.py

diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index f9da3b409..18633587f 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -20,4 +20,9 @@ jobs:
       - name: Install Python dependencies
         run: poetry install --no-interaction
       - name: Execute pre-commit handler
-        run: poetry run pre-commit run -a
+        run: |
+          poetry run pre-commit run check-toml
+          poetry run pre-commit run trailing-whitespace
+          poetry run pre-commit run end-of-file-fixer
+          poetry run pre-commit run ruff
+          poetry run pre-commit run ruff-format
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5808a0000..8b3a986bf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -18,13 +18,13 @@ repos:
       - id: ruff-format
         args: [ '--config', 'pyproject.toml' ]
 
-#  - repo: local
-#    hooks:
-#      - id: mypy
-#        name: mypy
-#        entry: poetry run mypy
-#        args: ["--config-file", "pyproject.toml"]
-#        files: "core"  # start with the core being type checked
-#        language: system
-#        types: [ python ]
-#        require_serial: true
+  - repo: local
+    hooks:
+      - id: mypy
+        name: mypy
+        entry: poetry run mypy
+        args: ["--config-file", "pyproject.toml"]
+        files: "core"  # start with the core being type checked
+        language: system
+        types: [ python ]
+        require_serial: true
diff --git a/Makefile b/Makefile
index b5dbe88ea..9c820ffa5 100644
--- a/Makefile
+++ b/Makefile
@@ -31,6 +31,9 @@ coverage:  ## Target to combine and report coverage.
 lint:  ## Lint all files in the project, which we also run in pre-commit
 	poetry run pre-commit run -a
 
+mypy-core-report:
+	poetry run mypy --config-file pyproject.toml core | poetry run python scripts/mypy_report.py
+
 docs: ## Build the docs for the project
 	poetry run sphinx-build -nW . docs/_build
 
diff --git a/core/testcontainers/core/generic.py b/core/testcontainers/core/generic.py
index b2cd3010d..5c6b6c4b8 100644
--- a/core/testcontainers/core/generic.py
+++ b/core/testcontainers/core/generic.py
@@ -10,7 +10,7 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
-from typing import Optional
+from typing import Any, Optional
 from urllib.parse import quote
 
 from testcontainers.core.container import DockerContainer
@@ -55,7 +55,7 @@ def _create_connection_url(
         host: Optional[str] = None,
         port: Optional[int] = None,
         dbname: Optional[str] = None,
-        **kwargs,
+        **kwargs: Any,
     ) -> str:
         if raise_for_deprecated_parameter(kwargs, "db_name", "dbname"):
             raise ValueError(f"Unexpected arguments: {','.join(kwargs)}")
diff --git a/core/testcontainers/core/network.py b/core/testcontainers/core/network.py
index d149d5e48..b9bd670f7 100644
--- a/core/testcontainers/core/network.py
+++ b/core/testcontainers/core/network.py
@@ -11,7 +11,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 import uuid
-from typing import Optional
+from typing import Any, Optional
 
 from testcontainers.core.docker_client import DockerClient
 
@@ -21,12 +21,14 @@ class Network:
     Network context manager for programmatically connecting containers.
     """
 
-    def __init__(self, docker_client_kw: Optional[dict] = None, docker_network_kw: Optional[dict] = None) -> None:
+    def __init__(
+        self, docker_client_kw: Optional[dict[str, Any]] = None, docker_network_kw: Optional[dict[str, Any]] = None
+    ):
         self.name = str(uuid.uuid4())
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._docker_network_kw = docker_network_kw or {}
 
-    def connect(self, container_id: str, network_aliases: Optional[list] = None):
+    def connect(self, container_id: str, network_aliases: Optional[list[str]] = None) -> None:
         self._network.connect(container_id, aliases=network_aliases)
 
     def remove(self) -> None:
@@ -40,5 +42,5 @@ def create(self) -> "Network":
     def __enter__(self) -> "Network":
         return self.create()
 
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None:
+    def __exit__(self, exc_type, exc_val, exc_tb) -> None:  # type: ignore[no-untyped-def]
         self.remove()
diff --git a/core/tests/test_docker_client.py b/core/tests/test_docker_client.py
index 1de293ef0..3cf7facd0 100644
--- a/core/tests/test_docker_client.py
+++ b/core/tests/test_docker_client.py
@@ -43,8 +43,8 @@ def test_docker_client_login():
     mock_parse_docker_auth_config = MagicMock(spec=parse_docker_auth_config)
     mock_utils = MagicMock()
     mock_utils.parse_docker_auth_config = mock_parse_docker_auth_config
-    TestAuth = namedtuple("Auth", "value")
-    mock_parse_docker_auth_config.return_value = [TestAuth("test")]
+    Auth = namedtuple("Auth", "value")
+    mock_parse_docker_auth_config.return_value = [Auth("test")]
 
     with (
         mock.patch.object(c, "_docker_auth_config", "test"),
diff --git a/core/tests/test_labels.py b/core/tests/test_labels.py
index e213f2433..b920b08fe 100644
--- a/core/tests/test_labels.py
+++ b/core/tests/test_labels.py
@@ -10,7 +10,7 @@
 from testcontainers.core.config import RYUK_IMAGE
 
 
-def assert_in_with_value(labels: dict, label: str, value: str, known_before_test_time: bool) -> None:
+def assert_in_with_value(labels: dict[str, str], label: str, value: str, known_before_test_time: bool):
     assert label in labels
     if known_before_test_time:
         assert labels[label] == value
diff --git a/core/tests/test_network.py b/core/tests/test_network.py
index 868032e26..d579bed02 100644
--- a/core/tests/test_network.py
+++ b/core/tests/test_network.py
@@ -90,6 +90,6 @@ def test_network_has_labels():
     try:
         network.create()
         network = network._docker.client.networks.get(network_id=network.id)
-        assert LABEL_SESSION_ID in network.attrs.get("Labels")
+        assert LABEL_SESSION_ID in network.attrs.get("Labels")  # type: ignore[attr-defined]
     finally:
         network.remove()
diff --git a/poetry.lock b/poetry.lock
index 89b14b07f..e02ebfa17 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -2216,45 +2216,45 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.7.1"
+version = "1.11.2"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy-1.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12cce78e329838d70a204293e7b29af9faa3ab14899aec397798a4b41be7f340"},
-    {file = "mypy-1.7.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1484b8fa2c10adf4474f016e09d7a159602f3239075c7bf9f1627f5acf40ad49"},
-    {file = "mypy-1.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31902408f4bf54108bbfb2e35369877c01c95adc6192958684473658c322c8a5"},
-    {file = "mypy-1.7.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:f2c2521a8e4d6d769e3234350ba7b65ff5d527137cdcde13ff4d99114b0c8e7d"},
-    {file = "mypy-1.7.1-cp310-cp310-win_amd64.whl", hash = "sha256:fcd2572dd4519e8a6642b733cd3a8cfc1ef94bafd0c1ceed9c94fe736cb65b6a"},
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-    {file = "mypy-1.7.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2f7f6985d05a4e3ce8255396df363046c28bea790e40617654e91ed580ca7c51"},
-    {file = "mypy-1.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:944bdc21ebd620eafefc090cdf83158393ec2b1391578359776c00de00e8907a"},
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+    {file = "mypy-1.11.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:75746e06d5fa1e91bfd5432448d00d34593b52e7e91a187d981d08d1f33d4385"},
+    {file = "mypy-1.11.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a976775ab2256aadc6add633d44f100a2517d2388906ec4f13231fafbb0eccca"},
+    {file = "mypy-1.11.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cd953f221ac1379050a8a646585a29574488974f79d8082cedef62744f0a0104"},
+    {file = "mypy-1.11.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:57555a7715c0a34421013144a33d280e73c08df70f3a18a552938587ce9274f4"},
+    {file = "mypy-1.11.2-cp311-cp311-win_amd64.whl", hash = "sha256:36383a4fcbad95f2657642a07ba22ff797de26277158f1cc7bd234821468b1b6"},
+    {file = "mypy-1.11.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e8960dbbbf36906c5c0b7f4fbf2f0c7ffb20f4898e6a879fcf56a41a08b0d318"},
+    {file = "mypy-1.11.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:06d26c277962f3fb50e13044674aa10553981ae514288cb7d0a738f495550b36"},
+    {file = "mypy-1.11.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6e7184632d89d677973a14d00ae4d03214c8bc301ceefcdaf5c474866814c987"},
+    {file = "mypy-1.11.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3a66169b92452f72117e2da3a576087025449018afc2d8e9bfe5ffab865709ca"},
+    {file = "mypy-1.11.2-cp312-cp312-win_amd64.whl", hash = "sha256:969ea3ef09617aff826885a22ece0ddef69d95852cdad2f60c8bb06bf1f71f70"},
+    {file = "mypy-1.11.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:37c7fa6121c1cdfcaac97ce3d3b5588e847aa79b580c1e922bb5d5d2902df19b"},
+    {file = "mypy-1.11.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4a8a53bc3ffbd161b5b2a4fff2f0f1e23a33b0168f1c0778ec70e1a3d66deb86"},
+    {file = "mypy-1.11.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2ff93107f01968ed834f4256bc1fc4475e2fecf6c661260066a985b52741ddce"},
+    {file = "mypy-1.11.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:edb91dded4df17eae4537668b23f0ff6baf3707683734b6a818d5b9d0c0c31a1"},
+    {file = "mypy-1.11.2-cp38-cp38-win_amd64.whl", hash = "sha256:ee23de8530d99b6db0573c4ef4bd8f39a2a6f9b60655bf7a1357e585a3486f2b"},
+    {file = "mypy-1.11.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:801ca29f43d5acce85f8e999b1e431fb479cb02d0e11deb7d2abb56bdaf24fd6"},
+    {file = "mypy-1.11.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af8d155170fcf87a2afb55b35dc1a0ac21df4431e7d96717621962e4b9192e70"},
+    {file = "mypy-1.11.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f7821776e5c4286b6a13138cc935e2e9b6fde05e081bdebf5cdb2bb97c9df81d"},
+    {file = "mypy-1.11.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:539c570477a96a4e6fb718b8d5c3e0c0eba1f485df13f86d2970c91f0673148d"},
+    {file = "mypy-1.11.2-cp39-cp39-win_amd64.whl", hash = "sha256:3f14cd3d386ac4d05c5a39a51b84387403dadbd936e17cb35882134d4f8f0d24"},
+    {file = "mypy-1.11.2-py3-none-any.whl", hash = "sha256:b499bc07dbdcd3de92b0a8b29fdf592c111276f6a12fe29c30f6c417dd546d12"},
+    {file = "mypy-1.11.2.tar.gz", hash = "sha256:7f9993ad3e0ffdc95c2a14b66dee63729f021968bff8ad911867579c65d13a79"},
 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -4986,4 +4986,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "5c400cc87dc9708588ee8d7d50646de789235732d868b74ebc43f1cf2a403c88"
+content-hash = "be5b06ddcd3b657dd885b8d4c64c91a9f330e30419539cc3fb36b4529a64c99b"
diff --git a/pyproject.toml b/pyproject.toml
index 51a93a340..adb3dc722 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -167,7 +167,7 @@ chroma = ["chromadb-client"]
 trino = ["trino"]
 
 [tool.poetry.group.dev.dependencies]
-mypy = "1.7.1"
+mypy = "1.11.2"
 pre-commit = "^3.6"
 pytest = "7.4.3"
 pytest-cov = "4.1.0"
@@ -284,8 +284,9 @@ namespace_packages = true
 explicit_package_bases = true
 pretty = true
 show_error_codes = true
+warn_return_any = true
 strict = true
-fast_module_lookup = true
+# fast_module_lookup = true
 modules = ["testcontainers.core"]
 mypy_path = [
     "core",
diff --git a/scripts/mypy_report.py b/scripts/mypy_report.py
new file mode 100755
index 000000000..7bc12474a
--- /dev/null
+++ b/scripts/mypy_report.py
@@ -0,0 +1,35 @@
+# Description: This script reads the output of mypy and generates a summary of errors by file.
+
+import re
+import sys
+
+from rich.console import Console
+from rich.table import Table
+
+# Regular expression to match file path and error count
+pattern = r"(.*\.py:\d+):\s+error: (.*)"
+
+error_dict = {}
+
+for line in sys.stdin:
+    match = re.search(pattern, line)
+    if match:
+        # Extract file path and error message
+        file_path, _ = match.group(1).split(":")
+        error_message = match.group(2)
+
+        if file_path not in error_dict:
+            error_dict[file_path] = 1
+        else:
+            error_dict[file_path] += 1
+
+table = Table(title="Error Summary")
+table.add_column("File Path")
+table.add_column("Errors", justify="left")
+
+for file_path, error_count in error_dict.items():
+    table.add_row(file_path, str(error_count))
+
+console = Console()
+console.print(table)
+console.print(f"[red]Found {sum(error_dict.values())} errors in {len(error_dict)} files.[/red]")

From 9dc2a02ca9b9ffbaacfd7de79ec9f78175758ec0 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 4 May 2025 20:37:53 +0300
Subject: [PATCH 022/208] fix(core): Typing in version (#701)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Supports:
https://github.com/testcontainers/testcontainers-python/issues/305
Related :
https://github.com/testcontainers/testcontainers-python/pull/691
https://github.com/testcontainers/testcontainers-python/pull/692 #700

```
poetry run mypy --config-file pyproject.toml core/testcontainers/core/version.py
Success: no issues found in 1 source file
```

Old
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/version.py       │ 12     │
│ core/testcontainers/core/docker_client.py │ 14     │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 20     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/tests/test_version.py                │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 116 errors in 14 files.
```
New
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/docker_client.py │ 14     │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 20     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 102 errors in 12 files.
```
---
 core/testcontainers/core/version.py | 20 +++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/core/testcontainers/core/version.py b/core/testcontainers/core/version.py
index cac51fc18..71e17ec39 100644
--- a/core/testcontainers/core/version.py
+++ b/core/testcontainers/core/version.py
@@ -4,27 +4,29 @@
 
 
 class ComparableVersion:
-    def __init__(self, version):
+    """A wrapper around packaging.version.Version that allows for comparison with strings"""
+
+    def __init__(self, version: str) -> None:
         self.version = Version(version)
 
-    def __lt__(self, other: str):
+    def __lt__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x < y)
 
-    def __le__(self, other: str):
+    def __le__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x <= y)
 
-    def __eq__(self, other: str):
+    def __eq__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x == y)
 
-    def __ne__(self, other: str):
+    def __ne__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x != y)
 
-    def __gt__(self, other: str):
+    def __gt__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x > y)
 
-    def __ge__(self, other: str):
+    def __ge__(self, other: object) -> bool:
         return self._apply_op(other, lambda x, y: x >= y)
 
-    def _apply_op(self, other: str, op: Callable[[Version, Version], bool]):
-        other = Version(other)
+    def _apply_op(self, other: object, op: Callable[[Version, Version], bool]) -> bool:
+        other = Version(str(other))
         return op(self.version, other)

From e8bf2244c7210e31b34e5fecf2602fdd1b8c0834 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 4 May 2025 20:57:31 +0300
Subject: [PATCH 023/208] fix(core): Typing in docker_client (#702)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Supports:
https://github.com/testcontainers/testcontainers-python/issues/305
Related :
https://github.com/testcontainers/testcontainers-python/pull/691
https://github.com/testcontainers/testcontainers-python/pull/692 #700

Based on #504, kudos @alexanderankin

```
poetry run mypy --config-file pyproject.toml core/testcontainers/core/docker_client.py
Success: no issues found in 1 source file
```

Old
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/version.py       │ 12     │
│ core/testcontainers/core/docker_client.py │ 14     │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 20     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/tests/test_version.py                │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 116 errors in 14 files.
```
New
```
                    Error Summary
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
┃ File Path                                 ┃ Errors ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
│ core/testcontainers/core/version.py       │ 12     │
│ core/testcontainers/core/network.py       │ 3      │
│ core/testcontainers/core/image.py         │ 17     │
│ core/testcontainers/core/waiting_utils.py │ 8      │
│ core/testcontainers/core/container.py     │ 19     │
│ core/tests/test_new_docker_api.py         │ 4      │
│ core/tests/test_docker_in_docker.py       │ 2      │
│ core/testcontainers/compose/compose.py    │ 22     │
│ core/testcontainers/compose/__init__.py   │ 2      │
│ core/tests/test_version.py                │ 2      │
│ core/tests/test_ryuk.py                   │ 2      │
│ core/tests/test_registry.py               │ 1      │
│ core/tests/test_image.py                  │ 3      │
│ core/tests/test_compose.py                │ 7      │
└───────────────────────────────────────────┴────────┘
Found 104 errors in 14 files.
```
---
 core/testcontainers/core/config.py        |  4 +--
 core/testcontainers/core/docker_client.py | 37 ++++++++++++-----------
 2 files changed, 21 insertions(+), 20 deletions(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 9c3889e0b..daee8de95 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -21,7 +21,7 @@ def use_mapped_port(self) -> bool:
 
         This is true for everything but bridge mode.
         """
-        if self == self.bridge_ip:
+        if self == self.bridge_ip:  # type: ignore[comparison-overlap]
             return False
         return True
 
@@ -63,7 +63,7 @@ def get_user_overwritten_connection_mode() -> Optional[ConnectionMode]:
     """
     Return the user overwritten connection mode.
     """
-    connection_mode: str | None = environ.get("TESTCONTAINERS_CONNECTION_MODE")
+    connection_mode: Union[str, None] = environ.get("TESTCONTAINERS_CONNECTION_MODE")
     if connection_mode:
         try:
             return ConnectionMode(connection_mode)
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 83127884c..87927cbca 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -19,7 +19,7 @@
 import urllib
 import urllib.parse
 from collections.abc import Iterable
-from typing import Callable, Optional, TypeVar, Union
+from typing import Any, Callable, Optional, TypeVar, Union, cast
 
 import docker
 from docker.models.containers import Container, ContainerCollection
@@ -59,7 +59,7 @@ class DockerClient:
     Thin wrapper around :class:`docker.DockerClient` for a more functional interface.
     """
 
-    def __init__(self, **kwargs) -> None:
+    def __init__(self, **kwargs: Any) -> None:
         docker_host = get_docker_host()
 
         if docker_host:
@@ -82,14 +82,14 @@ def run(
         self,
         image: str,
         command: Optional[Union[str, list[str]]] = None,
-        environment: Optional[dict] = None,
-        ports: Optional[dict] = None,
+        environment: Optional[dict[str, str]] = None,
+        ports: Optional[dict[int, Optional[int]]] = None,
         labels: Optional[dict[str, str]] = None,
         detach: bool = False,
         stdout: bool = True,
         stderr: bool = False,
         remove: bool = False,
-        **kwargs,
+        **kwargs: Any,
     ) -> Container:
         # If the user has specified a network, we'll assume the user knows best
         if "network" not in kwargs and not get_docker_host():
@@ -112,7 +112,7 @@ def run(
         return container
 
     @_wrapped_image_collection
-    def build(self, path: str, tag: str, rm: bool = True, **kwargs) -> tuple[Image, Iterable[dict]]:
+    def build(self, path: str, tag: str, rm: bool = True, **kwargs: Any) -> tuple[Image, Iterable[dict[str, Any]]]:
         """
         Build a Docker image from a directory containing the Dockerfile.
 
@@ -151,28 +151,28 @@ def find_host_network(self) -> Optional[str]:
                         except ipaddress.AddressValueError:
                             continue
                         if docker_host in subnet:
-                            return network.name
+                            return cast(str, network.name)
         except (ipaddress.AddressValueError, OSError):
             pass
         return None
 
-    def port(self, container_id: str, port: int) -> int:
+    def port(self, container_id: str, port: int) -> str:
         """
         Lookup the public-facing port that is NAT-ed to :code:`port`.
         """
         port_mappings = self.client.api.port(container_id, port)
         if not port_mappings:
             raise ConnectionError(f"Port mapping for container {container_id} and port {port} is " "not available")
-        return port_mappings[0]["HostPort"]
+        return cast(str, port_mappings[0]["HostPort"])
 
-    def get_container(self, container_id: str) -> Container:
+    def get_container(self, container_id: str) -> dict[str, Any]:
         """
         Get the container with a given identifier.
         """
         containers = self.client.api.containers(filters={"id": container_id})
         if not containers:
             raise RuntimeError(f"Could not get container with id {container_id}")
-        return containers[0]
+        return cast(dict[str, Any], containers[0])
 
     def bridge_ip(self, container_id: str) -> str:
         """
@@ -180,14 +180,14 @@ def bridge_ip(self, container_id: str) -> str:
         """
         container = self.get_container(container_id)
         network_name = self.network_name(container_id)
-        return container["NetworkSettings"]["Networks"][network_name]["IPAddress"]
+        return str(container["NetworkSettings"]["Networks"][network_name]["IPAddress"])
 
     def network_name(self, container_id: str) -> str:
         """
         Get the name of the network this container runs on
         """
         container = self.get_container(container_id)
-        name = container["HostConfig"]["NetworkMode"]
+        name = str(container["HostConfig"]["NetworkMode"])
         if name == "default":
             return "bridge"
         return name
@@ -198,7 +198,7 @@ def gateway_ip(self, container_id: str) -> str:
         """
         container = self.get_container(container_id)
         network_name = self.network_name(container_id)
-        return container["NetworkSettings"]["Networks"][network_name]["Gateway"]
+        return str(container["NetworkSettings"]["Networks"][network_name]["Gateway"])
 
     def get_connection_mode(self) -> ConnectionMode:
         """
@@ -235,9 +235,10 @@ def host(self) -> str:
             return "localhost"
         if "http" in url.scheme or "tcp" in url.scheme and url.hostname:
             # see https://github.com/testcontainers/testcontainers-python/issues/415
-            if url.hostname == "localnpipe" and utils.is_windows():
+            hostname = url.hostname
+            if not hostname or (hostname == "localnpipe" and utils.is_windows()):
                 return "localhost"
-            return url.hostname
+            return cast(str, url.hostname)
         if utils.inside_container() and ("unix" in url.scheme or "npipe" in url.scheme):
             ip_address = utils.default_gateway_ip()
             if ip_address:
@@ -251,9 +252,9 @@ def login(self, auth_config: DockerAuthInfo) -> None:
         login_info = self.client.login(**auth_config._asdict())
         LOGGER.debug(f"logged in using {login_info}")
 
-    def client_networks_create(self, name: str, param: dict):
+    def client_networks_create(self, name: str, param: dict[str, Any]) -> dict[str, Any]:
         labels = create_labels("", param.get("labels"))
-        return self.client.networks.create(name, **{**param, "labels": labels})
+        return cast(dict[str, Any], self.client.networks.create(name, **{**param, "labels": labels}))
 
 
 def get_docker_host() -> Optional[str]:

From 408f5c2236f2a74cc57c3e87eaced0e75ff12818 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 4 May 2025 21:10:48 +0300
Subject: [PATCH 024/208] chore(main): project fixes and updates (#807)

TL;DR this is a cleanups and alignments

- Update pre-commit ruff version to latest + adaptations needed

- Fix some issues with the pyproject.toml file schemas.
1. `tool.poetry.source` requires URL
[see](https://github.com/python-poetry/poetry/issues/3855)
2. `tool.ruff.lint` changed flake8-type-checking code
[checkout](https://astral.sh/blog/ruff-v0.8.0)
3. `tool.mypy` doest not support `fast_module_lookup` in the TOML (Need
to investigate more if we want to add it back)

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .pre-commit-config.yaml                       |   2 +-
 core/testcontainers/compose/__init__.py       |   6 +-
 core/testcontainers/compose/compose.py        |   2 +-
 core/testcontainers/core/config.py            |  22 +-
 core/testcontainers/core/docker_client.py     |   7 +-
 core/testcontainers/core/waiting_utils.py     |   2 +-
 core/testcontainers/socat/__init__.py         |   2 +-
 core/tests/conftest.py                        |   2 +-
 core/tests/test_utils.py                      |   2 +-
 .../testcontainers/azurite/__init__.py        |  16 +-
 modules/generic/tests/conftest.py             |   2 +-
 modules/google/tests/test_google.py           |   6 +-
 modules/k3s/testcontainers/k3s/__init__.py    |   2 +-
 modules/mqtt/testcontainers/mqtt/__init__.py  |   2 +-
 .../testcontainers/opensearch/__init__.py     |   4 +-
 modules/scylla/tests/test_scylla.py           |   3 +-
 poetry.lock                                   | 973 +++++++++++++++++-
 pyproject.toml                                |   9 +-
 18 files changed, 1014 insertions(+), 50 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8b3a986bf..79f31bcfc 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ repos:
       - id: end-of-file-fixer
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.3.5'
+    rev: 'v0.11.5'
     hooks:
       - id: ruff
         # Explicitly setting config to prevent Ruff from using `pyproject.toml` in sub packages.
diff --git a/core/testcontainers/compose/__init__.py b/core/testcontainers/compose/__init__.py
index 9af994f30..8d16ca6fd 100644
--- a/core/testcontainers/compose/__init__.py
+++ b/core/testcontainers/compose/__init__.py
@@ -1,8 +1,8 @@
-# flake8: noqa
+# flake8: noqa: F401
 from testcontainers.compose.compose import (
+    ComposeContainer,
     ContainerIsNotRunning,
+    DockerCompose,
     NoSuchPortExposed,
     PublishedPort,
-    ComposeContainer,
-    DockerCompose,
 )
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index b2c525717..35ca5b335 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -293,7 +293,7 @@ def get_config(
             config_cmd.append("--no-interpolate")
 
         cmd_output = self._run_command(cmd=config_cmd).stdout
-        return cast(dict[str, Any], loads(cmd_output))
+        return cast(dict[str, Any], loads(cmd_output))  # noqa: TC006
 
     def get_containers(self, include_all=False) -> list[ComposeContainer]:
         """
diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index daee8de95..f3aa337e5 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -17,13 +17,11 @@ class ConnectionMode(Enum):
     @property
     def use_mapped_port(self) -> bool:
         """
-        Return true if we need to use mapped port for this connection
+        Return True if mapped ports should be used for this connection mode.
 
-        This is true for everything but bridge mode.
+        Mapped ports are used for all connection modes except 'bridge_ip'.
         """
-        if self == self.bridge_ip:  # type: ignore[comparison-overlap]
-            return False
-        return True
+        return self != ConnectionMode.bridge_ip
 
 
 def get_docker_socket() -> str:
@@ -137,15 +135,15 @@ def timeout(self) -> int:
 testcontainers_config = TestcontainersConfiguration()
 
 __all__ = [
-    # the public API of this module
-    "testcontainers_config",
-    # and all the legacy things that are deprecated:
+    # Legacy things that are deprecated:
     "MAX_TRIES",
-    "SLEEP_TIME",
-    "TIMEOUT",
-    "RYUK_IMAGE",
-    "RYUK_PRIVILEGED",
     "RYUK_DISABLED",
     "RYUK_DOCKER_SOCKET",
+    "RYUK_IMAGE",
+    "RYUK_PRIVILEGED",
     "RYUK_RECONNECTION_TIMEOUT",
+    "SLEEP_TIME",
+    "TIMEOUT",
+    # Public API of this module:
+    "testcontainers_config",
 ]
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 87927cbca..527852532 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -162,7 +162,7 @@ def port(self, container_id: str, port: int) -> str:
         """
         port_mappings = self.client.api.port(container_id, port)
         if not port_mappings:
-            raise ConnectionError(f"Port mapping for container {container_id} and port {port} is " "not available")
+            raise ConnectionError(f"Port mapping for container {container_id} and port {port} is not available")
         return cast(str, port_mappings[0]["HostPort"])
 
     def get_container(self, container_id: str) -> dict[str, Any]:
@@ -233,7 +233,10 @@ def host(self) -> str:
             url = urllib.parse.urlparse(self.client.api.base_url)
         except ValueError:
             return "localhost"
-        if "http" in url.scheme or "tcp" in url.scheme and url.hostname:
+
+        is_http_scheme = "http" in url.scheme
+        is_tcp_scheme_with_hostname = "tcp" in url.scheme and url.hostname
+        if is_http_scheme or is_tcp_scheme_with_hostname:
             # see https://github.com/testcontainers/testcontainers-python/issues/415
             hostname = url.hostname
             if not hostname or (hostname == "localnpipe" and utils.is_windows()):
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 8966e5f99..0d531b151 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -122,7 +122,7 @@ def wait_for_logs(
         if predicate_result:
             return duration
         if duration > timeout:
-            raise TimeoutError(f"Container did not emit logs satisfying predicate in {timeout:.3f} " "seconds")
+            raise TimeoutError(f"Container did not emit logs satisfying predicate in {timeout:.3f} seconds")
         if raise_on_exit:
             wrapped.reload()
             if wrapped.status not in _NOT_EXITED_STATUSES:
diff --git a/core/testcontainers/socat/__init__.py b/core/testcontainers/socat/__init__.py
index f729e99dd..e2a1bcb1d 100644
--- a/core/testcontainers/socat/__init__.py
+++ b/core/testcontainers/socat/__init__.py
@@ -1,2 +1,2 @@
-# flake8: noqa
+# flake8: noqa: F401
 from testcontainers.socat.socat import SocatContainer
diff --git a/core/tests/conftest.py b/core/tests/conftest.py
index a6d8ecb83..cbacddc92 100644
--- a/core/tests/conftest.py
+++ b/core/tests/conftest.py
@@ -48,7 +48,7 @@ def _check_for_image(image_short_id: str, cleaned: bool) -> None:
         client = DockerClient()
         images = client.client.images.list()
         found = any(image.short_id.endswith(image_short_id) for image in images)
-        assert found is not cleaned, f'Image {image_short_id} was {"found" if cleaned else "not found"}'
+        assert found is not cleaned, f"Image {image_short_id} was {'found' if cleaned else 'not found'}"
 
     return _check_for_image
 
diff --git a/core/tests/test_utils.py b/core/tests/test_utils.py
index 1923483ea..4c240ed45 100644
--- a/core/tests/test_utils.py
+++ b/core/tests/test_utils.py
@@ -66,7 +66,7 @@ def fake_cgroup(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> Path:
 def test_get_running_container_id_empty_or_missing(fake_cgroup: Path) -> None:
     # non existing does not fail but is only none
     assert utils.get_running_in_container_id() is None
-    fake_cgroup.write_text("12:devices:/system.slice/sshd.service\n" "13:cpuset:\n")
+    fake_cgroup.write_text("12:devices:/system.slice/sshd.service\n13:cpuset:\n")
     # missing docker does also not fail
     assert utils.get_running_in_container_id() is None
 
diff --git a/modules/azurite/testcontainers/azurite/__init__.py b/modules/azurite/testcontainers/azurite/__init__.py
index 969fcf35d..6d088651b 100644
--- a/modules/azurite/testcontainers/azurite/__init__.py
+++ b/modules/azurite/testcontainers/azurite/__init__.py
@@ -62,7 +62,7 @@ def __init__(
         self.account_name = account_name or os.environ.get("AZURITE_ACCOUNT_NAME", "devstoreaccount1")
         self.account_key = account_key or os.environ.get(
             "AZURITE_ACCOUNT_KEY",
-            "Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/" "K1SZFPTOtr/KBHBeksoGMGw==",
+            "Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==",
         )
 
         raise_for_deprecated_parameter(kwargs, "ports_to_expose", "container.with_exposed_ports")
@@ -76,28 +76,22 @@ def __init__(
     def get_connection_string(self) -> str:
         host_ip = self.get_container_host_ip()
         connection_string = (
-            f"DefaultEndpointsProtocol=http;" f"AccountName={self.account_name};" f"AccountKey={self.account_key};"
+            f"DefaultEndpointsProtocol=http;AccountName={self.account_name};AccountKey={self.account_key};"
         )
 
         if self.blob_service_port in self.ports:
             connection_string += (
-                f"BlobEndpoint=http://{host_ip}:"
-                f"{self.get_exposed_port(self.blob_service_port)}"
-                f"/{self.account_name};"
+                f"BlobEndpoint=http://{host_ip}:{self.get_exposed_port(self.blob_service_port)}/{self.account_name};"
             )
 
         if self.queue_service_port in self.ports:
             connection_string += (
-                f"QueueEndpoint=http://{host_ip}:"
-                f"{self.get_exposed_port(self.queue_service_port)}"
-                f"/{self.account_name};"
+                f"QueueEndpoint=http://{host_ip}:{self.get_exposed_port(self.queue_service_port)}/{self.account_name};"
             )
 
         if self.table_service_port in self.ports:
             connection_string += (
-                f"TableEndpoint=http://{host_ip}:"
-                f"{self.get_exposed_port(self.table_service_port)}"
-                f"/{self.account_name};"
+                f"TableEndpoint=http://{host_ip}:{self.get_exposed_port(self.table_service_port)}/{self.account_name};"
             )
 
         return connection_string
diff --git a/modules/generic/tests/conftest.py b/modules/generic/tests/conftest.py
index 4f69565f4..5aa0b7833 100644
--- a/modules/generic/tests/conftest.py
+++ b/modules/generic/tests/conftest.py
@@ -17,6 +17,6 @@ def _check_for_image(image_short_id: str, cleaned: bool) -> None:
         client = DockerClient()
         images = client.client.images.list()
         found = any(image.short_id.endswith(image_short_id) for image in images)
-        assert found is not cleaned, f'Image {image_short_id} was {"found" if cleaned else "not found"}'
+        assert found is not cleaned, f"Image {image_short_id} was {'found' if cleaned else 'not found'}"
 
     return _check_for_image
diff --git a/modules/google/tests/test_google.py b/modules/google/tests/test_google.py
index 0c412d706..c91793741 100644
--- a/modules/google/tests/test_google.py
+++ b/modules/google/tests/test_google.py
@@ -68,9 +68,9 @@ def test_datastore_container_isolation():
 
         # Create a second container and try to fetch the entity to makesure its a different container
         with DatastoreContainer() as datastore2:
-            assert (
-                datastore.get_datastore_emulator_host() != datastore2.get_datastore_emulator_host()
-            ), "Datastore containers use the same port."
+            assert datastore.get_datastore_emulator_host() != datastore2.get_datastore_emulator_host(), (
+                "Datastore containers use the same port."
+            )
             client2 = datastore2.get_datastore_client()
             fetched_entity2 = client2.get(key)
             assert fetched_entity2 is None, "Entity was found in the datastore."
diff --git a/modules/k3s/testcontainers/k3s/__init__.py b/modules/k3s/testcontainers/k3s/__init__.py
index 6e5354175..fbdeefee3 100644
--- a/modules/k3s/testcontainers/k3s/__init__.py
+++ b/modules/k3s/testcontainers/k3s/__init__.py
@@ -65,6 +65,6 @@ def config_yaml(self) -> str:
         execution = self.get_wrapped_container().exec_run(["cat", "/etc/rancher/k3s/k3s.yaml"])
         config_yaml = execution.output.decode("utf-8").replace(
             f"https://127.0.0.1:{self.KUBE_SECURE_PORT}",
-            f"https://{self.get_container_host_ip()}:" f"{self.get_exposed_port(self.KUBE_SECURE_PORT)}",
+            f"https://{self.get_container_host_ip()}:{self.get_exposed_port(self.KUBE_SECURE_PORT)}",
         )
         return config_yaml
diff --git a/modules/mqtt/testcontainers/mqtt/__init__.py b/modules/mqtt/testcontainers/mqtt/__init__.py
index 1382762ae..54a2d87ac 100644
--- a/modules/mqtt/testcontainers/mqtt/__init__.py
+++ b/modules/mqtt/testcontainers/mqtt/__init__.py
@@ -50,7 +50,7 @@ def __init__(
         super().__init__(image, **kwargs)
         # self.password = password
         # reusable client context:
-        self.client: Optional["Client"] = None
+        self.client: Optional["Client"] = None  # noqa: UP037
 
     @wait_container_is_ready()
     def get_client(self) -> "Client":
diff --git a/modules/opensearch/testcontainers/opensearch/__init__.py b/modules/opensearch/testcontainers/opensearch/__init__.py
index b062f61e7..736bd98b9 100644
--- a/modules/opensearch/testcontainers/opensearch/__init__.py
+++ b/modules/opensearch/testcontainers/opensearch/__init__.py
@@ -8,6 +8,8 @@
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
+MIN_REQUIRED_INITIAL_ADMIN_PASSWORD = [2, 12, 0]
+
 
 class OpenSearchContainer(DockerContainer):
     """
@@ -65,7 +67,7 @@ def __init__(
 
     def _supports_initial_admin_password(self, image: str) -> bool:
         with suppress(Exception):
-            return [int(n) for n in image.split(":")[-1].split(".")] >= [int(n) for n in "2.12.0".split(".")]
+            return [int(n) for n in image.split(":")[-1].split(".")] >= MIN_REQUIRED_INITIAL_ADMIN_PASSWORD
         return False
 
     def get_config(self) -> dict:
diff --git a/modules/scylla/tests/test_scylla.py b/modules/scylla/tests/test_scylla.py
index 3d1ecf44d..6ffaae2fc 100644
--- a/modules/scylla/tests/test_scylla.py
+++ b/modules/scylla/tests/test_scylla.py
@@ -6,8 +6,7 @@ def test_docker_run_scylla():
         cluster = scylla.get_cluster()
         with cluster.connect() as session:
             session.execute(
-                "CREATE KEYSPACE keyspace1 WITH replication = "
-                "{'class': 'SimpleStrategy', 'replication_factor': '1'};"
+                "CREATE KEYSPACE keyspace1 WITH replication = {'class': 'SimpleStrategy', 'replication_factor': '1'};"
             )
             session.execute("CREATE TABLE keyspace1.table1 (key1 int, key2 int, PRIMARY KEY (key1));")
             session.execute("INSERT INTO keyspace1.table1 (key1,key2) values (1,2);")
diff --git a/poetry.lock b/poetry.lock
index e02ebfa17..d80fa130a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -12,6 +12,11 @@ files = [
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "annotated-types"
 version = "0.6.0"
@@ -25,6 +30,11 @@ files = [
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "anyio"
 version = "4.3.0"
@@ -48,6 +58,11 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
 trio = ["trio (>=0.23)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "argon2-cffi"
 version = "23.1.0"
@@ -70,6 +85,11 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-p
 tests = ["hypothesis", "pytest"]
 typing = ["mypy"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
@@ -109,6 +129,11 @@ cffi = ">=1.0.1"
 dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "asn1crypto"
 version = "1.5.1"
@@ -121,6 +146,11 @@ files = [
     {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -134,6 +164,11 @@ files = [
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -155,6 +190,11 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "authlib"
 version = "1.3.0"
@@ -171,6 +211,11 @@ files = [
 [package.dependencies]
 cryptography = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "azure-core"
 version = "1.30.1"
@@ -192,6 +237,11 @@ typing-extensions = ">=4.6.0"
 [package.extras]
 aio = ["aiohttp (>=3.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "azure-cosmos"
 version = "4.7.0"
@@ -209,6 +259,11 @@ files = [
 azure-core = ">=1.25.1"
 typing-extensions = ">=4.6.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "azure-storage-blob"
 version = "12.19.1"
@@ -231,6 +286,11 @@ typing-extensions = ">=4.3.0"
 [package.extras]
 aio = ["azure-core[aio] (>=1.28.0,<2.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "babel"
 version = "2.14.0"
@@ -246,6 +306,11 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -259,6 +324,11 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "bcrypt"
 version = "4.1.2"
@@ -301,6 +371,11 @@ markers = {main = "extra == \"registry\""}
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "boto3"
 version = "1.34.59"
@@ -322,6 +397,11 @@ s3transfer = ">=0.10.0,<0.11.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "botocore"
 version = "1.34.59"
@@ -346,6 +426,11 @@ urllib3 = [
 [package.extras]
 crt = ["awscrt (==0.19.19)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cachetools"
 version = "5.3.3"
@@ -359,6 +444,11 @@ files = [
     {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cassandra-driver"
 version = "3.29.1"
@@ -407,6 +497,11 @@ geomet = ">=0.1,<0.3"
 cle = ["cryptography (>=35.0)"]
 graph = ["gremlinpython (==3.4.6)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -419,6 +514,11 @@ files = [
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cffi"
 version = "1.16.0"
@@ -485,6 +585,11 @@ markers = {main = "((extra == \"azurite\" or extra == \"keycloak\" or extra == \
 [package.dependencies]
 pycparser = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -497,6 +602,11 @@ files = [
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -597,6 +707,11 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "chromadb-client"
 version = "0.4.25.dev0"
@@ -624,6 +739,11 @@ requests = ">=2.28"
 tenacity = ">=8.2.3"
 typing-extensions = ">=4.5.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -639,6 +759,11 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "clickhouse-driver"
 version = "0.2.7"
@@ -763,6 +888,11 @@ lz4 = ["clickhouse-cityhash (>=1.0.2.1)", "lz4 (<=3.0.1) ; implementation_name =
 numpy = ["numpy (>=1.12.0)", "pandas (>=0.24.0)"]
 zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -776,6 +906,11 @@ files = [
 ]
 markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "coverage"
 version = "7.4.3"
@@ -844,6 +979,11 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cryptography"
 version = "42.0.5"
@@ -900,6 +1040,11 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "deprecated"
 version = "1.2.14"
@@ -919,6 +1064,11 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "deprecation"
 version = "2.1.0"
@@ -935,6 +1085,11 @@ files = [
 [package.dependencies]
 packaging = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "distlib"
 version = "0.3.8"
@@ -947,6 +1102,11 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "dnspython"
 version = "2.6.1"
@@ -969,6 +1129,11 @@ idna = ["idna (>=3.6)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "docker"
 version = "7.1.0"
@@ -992,6 +1157,11 @@ docs = ["myst-parser (==0.18.0)", "sphinx (==5.1.1)"]
 ssh = ["paramiko (>=2.4.3)"]
 websockets = ["websocket-client (>=1.3.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "docutils"
 version = "0.20.1"
@@ -1004,6 +1174,11 @@ files = [
     {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "environs"
 version = "9.5.0"
@@ -1026,6 +1201,11 @@ django = ["dj-database-url", "dj-email-url", "django-cache-url"]
 lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
 tests = ["dj-database-url", "dj-email-url", "django-cache-url", "pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
@@ -1042,6 +1222,11 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "filelock"
 version = "3.13.1"
@@ -1059,6 +1244,11 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8) ; python_version < \"3.11\""]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "geomet"
 version = "0.2.1.post1"
@@ -1075,6 +1265,11 @@ files = [
 click = "*"
 six = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "google-api-core"
 version = "2.17.1"
@@ -1107,6 +1302,11 @@ grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "google-auth"
 version = "2.28.2"
@@ -1132,6 +1332,11 @@ pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "google-cloud-core"
 version = "2.4.1"
@@ -1152,6 +1357,11 @@ google-auth = ">=1.25.0,<3.0dev"
 [package.extras]
 grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "google-cloud-datastore"
 version = "2.19.0"
@@ -1177,6 +1387,11 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 [package.extras]
 libcst = ["libcst (>=0.2.5)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "google-cloud-pubsub"
 version = "2.20.1"
@@ -1205,6 +1420,11 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 [package.extras]
 libcst = ["libcst (>=0.3.10)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "googleapis-common-protos"
 version = "1.62.0"
@@ -1225,6 +1445,11 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "greenlet"
 version = "3.0.3"
@@ -1298,6 +1523,11 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "grpc-google-iam-v1"
 version = "0.13.0"
@@ -1316,6 +1546,11 @@ googleapis-common-protos = {version = ">=1.56.0,<2.0.0dev", extras = ["grpc"]}
 grpcio = ">=1.44.0,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "grpcio"
 version = "1.62.1"
@@ -1384,6 +1619,11 @@ markers = {main = "extra == \"google\" or extra == \"weaviate\" or extra == \"qd
 [package.extras]
 protobuf = ["grpcio-tools (>=1.62.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "grpcio-health-checking"
 version = "1.62.1"
@@ -1401,6 +1641,11 @@ files = [
 grpcio = ">=1.62.1"
 protobuf = ">=4.21.6"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "grpcio-status"
 version = "1.62.1"
@@ -1419,6 +1664,11 @@ googleapis-common-protos = ">=1.5.5"
 grpcio = ">=1.62.1"
 protobuf = ">=4.21.6"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "grpcio-tools"
 version = "1.62.1"
@@ -1489,6 +1739,11 @@ grpcio = ">=1.62.1"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -1501,6 +1756,11 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "h2"
 version = "4.1.0"
@@ -1518,6 +1778,11 @@ files = [
 hpack = ">=4.0,<5"
 hyperframe = ">=6.0,<7"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "hpack"
 version = "4.0.0"
@@ -1531,6 +1796,11 @@ files = [
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "httpcore"
 version = "1.0.5"
@@ -1553,6 +1823,11 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.26.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "httpx"
 version = "0.27.0"
@@ -1579,6 +1854,11 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "hvac"
 version = "2.1.0"
@@ -1597,6 +1877,11 @@ requests = ">=2.27.1,<3.0.0"
 [package.extras]
 parser = ["pyhcl (>=0.4.4,<0.5.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "hyperframe"
 version = "6.0.1"
@@ -1610,6 +1895,11 @@ files = [
     {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "ibm-db"
 version = "3.2.3"
@@ -1652,6 +1942,11 @@ files = [
     {file = "ibm_db-3.2.3.tar.gz", hash = "sha256:ec7075246849437ed79c60447b05a4bee78a3f6ca2646f4e60a028333c72957a"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "ibm-db-sa"
 version = "0.4.1"
@@ -1669,6 +1964,11 @@ files = [
 ibm-db = ">=2.0.0"
 sqlalchemy = ">=0.7.3"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "identify"
 version = "2.5.35"
@@ -1684,6 +1984,11 @@ files = [
 [package.extras]
 license = ["ukkonen"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "idna"
 version = "3.6"
@@ -1696,6 +2001,11 @@ files = [
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "imagesize"
 version = "1.4.1"
@@ -1708,6 +2018,11 @@ files = [
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "importlib-metadata"
 version = "7.0.2"
@@ -1729,6 +2044,11 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "influxdb"
 version = "5.3.1"
@@ -1752,6 +2072,11 @@ six = ">=1.10.0"
 [package.extras]
 test = ["mock", "nose", "nose-cov", "requests-mock"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "influxdb-client"
 version = "1.41.0"
@@ -1778,6 +2103,11 @@ ciso = ["ciso8601 (>=2.1.1)"]
 extra = ["numpy", "pandas (>=1.0.0)"]
 test = ["aioresponses (>=0.7.3)", "coverage (>=4.0.3)", "flake8 (>=5.0.3)", "httpretty (==1.0.5)", "jinja2 (==3.1.3)", "nose (>=1.3.7)", "pluggy (>=0.3.1)", "psutil (>=5.6.3)", "py (>=1.4.31)", "pytest (>=5.0.0)", "pytest-cov (>=3.0.0)", "pytest-timeout (>=2.1.0)", "randomize (>=0.13)", "sphinx (==1.8.5)", "sphinx-rtd-theme"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1790,6 +2120,11 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "isodate"
 version = "0.6.1"
@@ -1806,6 +2141,11 @@ files = [
 [package.dependencies]
 six = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jaraco-classes"
 version = "3.3.1"
@@ -1825,6 +2165,11 @@ more-itertools = "*"
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jeepney"
 version = "0.8.0"
@@ -1842,6 +2187,11 @@ files = [
 test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
 trio = ["async_generator ; python_version == \"3.6\"", "trio"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jinja2"
 version = "3.1.3"
@@ -1860,6 +2210,11 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -1873,6 +2228,11 @@ files = [
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jwcrypto"
 version = "1.5.6"
@@ -1890,6 +2250,11 @@ files = [
 cryptography = ">=3.4"
 typing-extensions = ">=4.5.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "kafka-python-ng"
 version = "2.2.0"
@@ -1909,6 +2274,11 @@ lz4 = ["lz4"]
 snappy = ["python-snappy"]
 zstd = ["zstandard"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "keyring"
 version = "24.3.1"
@@ -1933,6 +2303,11 @@ completion = ["shtab (>=1.1.0)"]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "kubernetes"
 version = "29.0.0"
@@ -1961,6 +2336,11 @@ websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
 [package.extras]
 adal = ["adal (>=1.0.2)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -1986,6 +2366,11 @@ profiling = ["gprof2dot"]
 rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "markupsafe"
 version = "2.1.5"
@@ -2056,6 +2441,11 @@ files = [
     {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "marshmallow"
 version = "3.21.3"
@@ -2076,6 +2466,11 @@ dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
 docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -2088,6 +2483,11 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "milvus-lite"
 version = "2.4.7"
@@ -2102,6 +2502,11 @@ files = [
     {file = "milvus_lite-2.4.7-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f016474d663045787dddf1c3aad13b7d8b61fd329220318f858184918143dcbf"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "minio"
 version = "7.2.5"
@@ -2122,6 +2527,11 @@ pycryptodome = "*"
 typing-extensions = "*"
 urllib3 = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "monotonic"
 version = "1.6"
@@ -2135,6 +2545,11 @@ files = [
     {file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "more-itertools"
 version = "10.2.0"
@@ -2147,6 +2562,11 @@ files = [
     {file = "more_itertools-10.2.0-py3-none-any.whl", hash = "sha256:686b06abe565edfab151cb8fd385a05651e1fdf8f0a14191e4439283421f8684"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "msgpack"
 version = "1.0.8"
@@ -2214,6 +2634,11 @@ files = [
     {file = "msgpack-1.0.8.tar.gz", hash = "sha256:95c02b0e27e706e48d0e5426d1710ca78e0f0628d6e89d5b5a5b91a5f12274f3"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "mypy"
 version = "1.11.2"
@@ -2262,6 +2687,11 @@ install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "mypy-extensions"
 version = "1.0.0"
@@ -2274,6 +2704,11 @@ files = [
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "nats-py"
 version = "2.7.2"
@@ -2291,6 +2726,11 @@ aiohttp = ["aiohttp"]
 fast-parse = ["fast-mail-parser"]
 nkeys = ["nkeys"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "neo4j"
 version = "5.18.0"
@@ -2311,6 +2751,11 @@ numpy = ["numpy (>=1.7.0,<2.0.0)"]
 pandas = ["numpy (>=1.7.0,<2.0.0)", "pandas (>=1.1.0,<3.0.0)"]
 pyarrow = ["pyarrow (>=1.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "nh3"
 version = "0.2.15"
@@ -2337,6 +2782,11 @@ files = [
     {file = "nh3-0.2.15.tar.gz", hash = "sha256:d1e30ff2d8d58fb2a14961f7aac1bbb1c51f9bdd7da727be35c63826060b0bf3"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "nodeenv"
 version = "1.8.0"
@@ -2352,6 +2802,11 @@ files = [
 [package.dependencies]
 setuptools = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -2399,6 +2854,11 @@ files = [
 ]
 markers = {main = "extra == \"qdrant\" or extra == \"chroma\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "oauthlib"
 version = "3.2.2"
@@ -2417,6 +2877,11 @@ rsa = ["cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opensearch-py"
 version = "2.4.2"
@@ -2443,6 +2908,11 @@ develop = ["black", "botocore", "coverage (<8.0.0)", "jinja2", "mock", "myst-par
 docs = ["aiohttp (>=3,<4)", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 kerberos = ["requests-kerberos"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opentelemetry-api"
 version = "1.16.0"
@@ -2460,6 +2930,11 @@ files = [
 deprecated = ">=1.2.6"
 setuptools = ">=16.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
 version = "1.16.0"
@@ -2484,6 +2959,11 @@ opentelemetry-sdk = ">=1.16.0,<1.17.0"
 [package.extras]
 test = ["pytest-grpc"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opentelemetry-proto"
 version = "1.16.0"
@@ -2500,6 +2980,11 @@ files = [
 [package.dependencies]
 protobuf = ">=3.19,<5.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opentelemetry-sdk"
 version = "1.16.0"
@@ -2519,6 +3004,11 @@ opentelemetry-semantic-conventions = "0.37b0"
 setuptools = ">=16.0"
 typing-extensions = ">=3.7.4"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opentelemetry-semantic-conventions"
 version = "0.37b0"
@@ -2532,6 +3022,11 @@ files = [
     {file = "opentelemetry_semantic_conventions-0.37b0.tar.gz", hash = "sha256:087ce2e248e42f3ffe4d9fa2303111de72bb93baa06a0f4655980bc1557c4228"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "oracledb"
 version = "2.1.1"
@@ -2577,6 +3072,11 @@ files = [
 [package.dependencies]
 cryptography = ">=3.2.1"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "orjson"
 version = "3.10.0"
@@ -2639,6 +3139,11 @@ files = [
     {file = "orjson-3.10.0.tar.gz", hash = "sha256:ba4d8cac5f2e2cff36bea6b6481cdb92b38c202bcec603d6f5ff91960595a1ed"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "outcome"
 version = "1.3.0.post0"
@@ -2655,6 +3160,11 @@ files = [
 [package.dependencies]
 attrs = ">=19.2.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "overrides"
 version = "7.7.0"
@@ -2668,6 +3178,11 @@ files = [
     {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "packaging"
 version = "24.0"
@@ -2681,6 +3196,11 @@ files = [
 ]
 markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "paho-mqtt"
 version = "2.1.0"
@@ -2696,6 +3216,11 @@ files = [
 [package.extras]
 proxy = ["pysocks"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pandas"
 version = "2.2.2"
@@ -2770,6 +3295,11 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "paramiko"
 version = "3.4.0"
@@ -2792,6 +3322,11 @@ all = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "invoke (>=2.0)", "p
 gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
 invoke = ["invoke (>=2.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pg8000"
 version = "1.30.5"
@@ -2808,6 +3343,11 @@ files = [
 python-dateutil = ">=2.8.2"
 scramp = ">=1.4.4"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pika"
 version = "1.3.2"
@@ -2826,6 +3366,11 @@ gevent = ["gevent"]
 tornado = ["tornado"]
 twisted = ["twisted"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pkginfo"
 version = "1.10.0"
@@ -2841,6 +3386,11 @@ files = [
 [package.extras]
 testing = ["pytest", "pytest-cov", "wheel"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "platformdirs"
 version = "4.2.0"
@@ -2857,6 +3407,11 @@ files = [
 docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pluggy"
 version = "1.4.0"
@@ -2873,6 +3428,11 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "portalocker"
 version = "2.8.2"
@@ -2894,6 +3454,11 @@ docs = ["sphinx (>=1.7.1)"]
 redis = ["redis"]
 tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "posthog"
 version = "3.5.0"
@@ -2919,6 +3484,11 @@ dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 sentry = ["django", "sentry-sdk"]
 test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pre-commit"
 version = "3.6.2"
@@ -2938,6 +3508,11 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "proto-plus"
 version = "1.23.0"
@@ -2957,6 +3532,11 @@ protobuf = ">=3.19.0,<5.0.0dev"
 [package.extras]
 testing = ["google-api-core[grpc] (>=1.31.5)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "protobuf"
 version = "4.25.3"
@@ -2979,6 +3559,11 @@ files = [
 ]
 markers = {main = "extra == \"google\" or extra == \"chroma\" or extra == \"weaviate\" or extra == \"qdrant\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "psycopg"
 version = "3.1.18"
@@ -3003,6 +3588,11 @@ docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)"
 pool = ["psycopg-pool"]
 test = ["anyio (>=3.6.2,<4.0)", "mypy (>=1.4.1)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "psycopg2-binary"
 version = "2.9.9"
@@ -3085,6 +3675,11 @@ files = [
     {file = "psycopg2_binary-2.9.9-cp39-cp39-win_amd64.whl", hash = "sha256:f7ae5d65ccfbebdfa761585228eb4d0df3a8b15cfb53bd953e713e09fbb12957"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pyasn1"
 version = "0.5.1"
@@ -3098,6 +3693,11 @@ files = [
     {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pyasn1-modules"
 version = "0.3.0"
@@ -3114,6 +3714,11 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.6.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pycparser"
 version = "2.21"
@@ -3127,6 +3732,11 @@ files = [
 ]
 markers = {main = "((extra == \"azurite\" or extra == \"keycloak\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") and platform_python_implementation != \"PyPy\" or extra == \"minio\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"selenium\")"}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pycryptodome"
 version = "3.20.0"
@@ -3170,6 +3780,11 @@ files = [
     {file = "pycryptodome-3.20.0.tar.gz", hash = "sha256:09609209ed7de61c2b560cc5c8c4fbf892f8b15b1faf7e4cbffac97db1fffda7"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pydantic"
 version = "2.6.4"
@@ -3191,6 +3806,11 @@ typing-extensions = ">=4.6.1"
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pydantic-core"
 version = "2.16.3"
@@ -3284,6 +3904,11 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pygments"
 version = "2.17.2"
@@ -3300,6 +3925,11 @@ files = [
 plugins = ["importlib-metadata ; python_version < \"3.8\""]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pyjwt"
 version = "2.8.0"
@@ -3319,6 +3949,11 @@ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pyte
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pymilvus"
 version = "2.4.3"
@@ -3345,6 +3980,11 @@ bulk-writer = ["azure-storage-blob", "minio (>=7.0.0)", "pyarrow (>=12.0.0)", "r
 dev = ["black", "grpcio (==1.62.2)", "grpcio-testing (==1.62.2)", "grpcio-tools (==1.62.2)", "pytest (>=5.3.4)", "pytest-cov (>=2.8.1)", "pytest-timeout (>=1.3.4)", "ruff (>0.4.0)"]
 model = ["milvus-model (>=0.1.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pymongo"
 version = "4.6.2"
@@ -3450,6 +4090,11 @@ snappy = ["python-snappy"]
 test = ["pytest (>=7)"]
 zstd = ["zstandard"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pymssql"
 version = "2.2.11"
@@ -3529,6 +4174,11 @@ files = [
     {file = "pymssql-2.2.11.tar.gz", hash = "sha256:15815bf1ff9edb475ec4ef567f23e23c4e828ce119ff5bf98a072b66b8d0ac1b"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pymysql"
 version = "1.1.0"
@@ -3549,6 +4199,11 @@ cryptography = {version = "*", optional = true, markers = "extra == \"rsa\""}
 ed25519 = ["PyNaCl (>=1.4.0)"]
 rsa = ["cryptography"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pynacl"
 version = "1.5.0"
@@ -3576,6 +4231,11 @@ cffi = ">=1.4.1"
 docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"]
 tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pysocks"
 version = "1.7.1"
@@ -3590,6 +4250,11 @@ files = [
     {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pytest"
 version = "7.4.3"
@@ -3613,6 +4278,11 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pytest-asyncio"
 version = "0.23.5"
@@ -3632,6 +4302,11 @@ pytest = ">=7.0.0,<9"
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pytest-cov"
 version = "4.1.0"
@@ -3651,6 +4326,11 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pytest-mock"
 version = "3.14.0"
@@ -3669,6 +4349,11 @@ pytest = ">=6.2.5"
 [package.extras]
 dev = ["pre-commit", "pytest-asyncio", "tox"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "python-arango"
 version = "7.9.1"
@@ -3694,6 +4379,11 @@ urllib3 = ">=1.26.0"
 [package.extras]
 dev = ["black (>=22.3.0)", "flake8 (>=4.0.1)", "isort (>=5.10.1)", "mock", "mypy (>=0.942)", "pre-commit (>=2.17.0)", "pytest (>=7.1.1)", "pytest-cov (>=3.0.0)", "sphinx", "sphinx-rtd-theme", "types-pkg-resources", "types-requests", "types-setuptools"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -3710,6 +4400,11 @@ markers = {main = "extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\"
 [package.dependencies]
 six = ">=1.5"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "python-dotenv"
 version = "1.0.1"
@@ -3725,6 +4420,11 @@ files = [
 [package.extras]
 cli = ["click (>=5.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "python-keycloak"
 version = "3.9.1"
@@ -3747,6 +4447,11 @@ requests-toolbelt = ">=0.6.0"
 [package.extras]
 docs = ["Sphinx (>=6.1.0,<7.0.0)", "alabaster (>=0.7.12,<0.8.0)", "commonmark (>=0.9.1,<0.10.0)", "m2r2 (>=0.3.2,<0.4.0)", "mock (>=4.0.3,<5.0.0)", "readthedocs-sphinx-ext (>=2.1.9,<3.0.0)", "recommonmark (>=0.7.1,<0.8.0)", "sphinx-autoapi (>=3.0.0,<4.0.0)", "sphinx-rtd-theme (>=1.0.0,<2.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pytz"
 version = "2024.1"
@@ -3760,6 +4465,11 @@ files = [
 ]
 markers = {main = "extra == \"clickhouse\" or extra == \"influxdb\" or extra == \"neo4j\" or extra == \"trino\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pywin32"
 version = "306"
@@ -3785,6 +4495,11 @@ files = [
     {file = "pywin32-306-cp39-cp39-win_amd64.whl", hash = "sha256:39b61c15272833b5c329a2989999dcae836b1eed650252ab1b7bfbe1d59f30f4"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.2"
@@ -3798,6 +4513,11 @@ files = [
     {file = "pywin32_ctypes-0.2.2-py3-none-any.whl", hash = "sha256:bf490a1a709baf35d688fe0ecf980ed4de11d2b3e37b51e5442587a75d9957e7"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
@@ -3860,6 +4580,11 @@ files = [
 ]
 markers = {main = "extra == \"k3s\" or extra == \"chroma\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "qdrant-client"
 version = "1.8.2"
@@ -3888,6 +4613,11 @@ urllib3 = ">=1.26.14,<3"
 [package.extras]
 fastembed = ["fastembed (==0.2.5) ; python_version < \"3.13\""]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "reactivex"
 version = "4.0.4"
@@ -3904,6 +4634,11 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.1.1,<5.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "readme-renderer"
 version = "43.0"
@@ -3924,6 +4659,11 @@ Pygments = ">=2.5.1"
 [package.extras]
 md = ["cmarkgfm (>=0.8.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "redis"
 version = "5.0.3"
@@ -3944,6 +4684,11 @@ async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\
 hiredis = ["hiredis (>=1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -3966,6 +4711,11 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "requests-oauthlib"
 version = "2.0.0"
@@ -3986,6 +4736,11 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "requests-toolbelt"
 version = "1.0.0"
@@ -4002,6 +4757,11 @@ markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rfc3986"
 version = "2.0.0"
@@ -4017,6 +4777,11 @@ files = [
 [package.extras]
 idna2008 = ["idna"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rich"
 version = "13.7.1"
@@ -4036,6 +4801,11 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -4052,6 +4822,11 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.1.3"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "s3transfer"
 version = "0.10.0"
@@ -4071,6 +4846,11 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "scramp"
 version = "1.4.4"
@@ -4086,6 +4866,11 @@ files = [
 [package.dependencies]
 asn1crypto = ">=1.5.1"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "secretstorage"
 version = "3.3.3"
@@ -4103,6 +4888,11 @@ files = [
 cryptography = ">=2.0"
 jeepney = ">=0.6"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "selenium"
 version = "4.18.1"
@@ -4123,6 +4913,11 @@ trio-websocket = ">=0.9,<1.0"
 typing_extensions = ">=4.9.0"
 urllib3 = {version = ">=1.26,<3", extras = ["socks"]}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "setuptools"
 version = "69.1.1"
@@ -4141,6 +4936,11 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov ; platform_python_implementation != \"PyPy\"", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -4153,6 +4953,11 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -4165,6 +4970,11 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "snowballstemmer"
 version = "2.2.0"
@@ -4177,6 +4987,11 @@ files = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sortedcontainers"
 version = "2.4.0"
@@ -4190,6 +5005,11 @@ files = [
     {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinx"
 version = "7.2.6"
@@ -4226,6 +5046,11 @@ docs = ["sphinxcontrib-websupport"]
 lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
 test = ["cython (>=3.0)", "filelock", "html5lib", "pytest (>=4.6)", "setuptools (>=67.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-applehelp"
 version = "1.0.8"
@@ -4243,6 +5068,11 @@ lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-devhelp"
 version = "1.0.6"
@@ -4260,6 +5090,11 @@ lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.5"
@@ -4277,6 +5112,11 @@ lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
@@ -4292,6 +5132,11 @@ files = [
 [package.extras]
 test = ["flake8", "mypy", "pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-qthelp"
 version = "1.0.7"
@@ -4309,6 +5154,11 @@ lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.10"
@@ -4326,6 +5176,11 @@ lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "sqlalchemy"
 version = "2.0.28"
@@ -4392,7 +5247,7 @@ typing-extensions = ">=4.6.0"
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
 aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
@@ -4402,7 +5257,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=8)"]
+oracle = ["cx-oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -4412,7 +5267,12 @@ postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
 postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
-sqlcipher = ["sqlcipher3_binary"]
+sqlcipher = ["sqlcipher3-binary"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
 
 [[package]]
 name = "sqlalchemy-cockroachdb"
@@ -4429,6 +5289,11 @@ files = [
 [package.dependencies]
 SQLAlchemy = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "tenacity"
 version = "8.2.3"
@@ -4445,6 +5310,11 @@ files = [
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -4458,6 +5328,11 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "trino"
 version = "0.329.0"
@@ -4485,6 +5360,11 @@ kerberos = ["requests-kerberos"]
 sqlalchemy = ["sqlalchemy (>=1.3)"]
 tests = ["black", "httpretty (<1.1)", "isort", "pre-commit", "pytest", "pytest-runner", "requests-gssapi", "requests-kerberos", "sqlalchemy (>=1.3)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "trio"
 version = "0.24.0"
@@ -4507,6 +5387,11 @@ outcome = "*"
 sniffio = ">=1.3.0"
 sortedcontainers = "*"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "trio-websocket"
 version = "0.11.1"
@@ -4525,6 +5410,11 @@ exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 trio = ">=0.11"
 wsproto = ">=0.14"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "twine"
 version = "4.0.2"
@@ -4548,6 +5438,11 @@ rfc3986 = ">=1.4.0"
 rich = ">=12.0.0"
 urllib3 = ">=1.26.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "types-paramiko"
 version = "3.4.0.20240423"
@@ -4563,6 +5458,11 @@ files = [
 [package.dependencies]
 cryptography = ">=37.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "typing-extensions"
 version = "4.11.0"
@@ -4575,6 +5475,11 @@ files = [
     {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "tzdata"
 version = "2024.1"
@@ -4588,6 +5493,11 @@ files = [
 ]
 markers = {main = "(extra == \"clickhouse\" or extra == \"trino\") and platform_system == \"Windows\""}
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "tzlocal"
 version = "5.2"
@@ -4607,6 +5517,11 @@ tzdata = {version = "*", markers = "platform_system == \"Windows\""}
 [package.extras]
 devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "ujson"
 version = "5.10.0"
@@ -4695,6 +5610,11 @@ files = [
     {file = "ujson-5.10.0.tar.gz", hash = "sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "urllib3"
 version = "1.26.18"
@@ -4716,6 +5636,11 @@ brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and p
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "urllib3"
 version = "2.0.7"
@@ -4738,6 +5663,11 @@ secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "validators"
 version = "0.22.0"
@@ -4762,6 +5692,11 @@ testing = ["pytest (>=7.4.0)"]
 tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
 tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "virtualenv"
 version = "20.25.1"
@@ -4783,6 +5718,11 @@ platformdirs = ">=3.9.1,<5"
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "weaviate-client"
 version = "4.5.4"
@@ -4806,6 +5746,11 @@ pydantic = ">=2.5.0,<3.0.0"
 requests = ">=2.30.0,<3.0.0"
 validators = "0.22.0"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "websocket-client"
 version = "1.7.0"
@@ -4824,6 +5769,11 @@ docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "wrapt"
 version = "1.16.0"
@@ -4904,6 +5854,11 @@ files = [
     {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "wsproto"
 version = "1.2.0"
@@ -4920,6 +5875,11 @@ files = [
 [package.dependencies]
 h11 = ">=0.9.0,<1"
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "zipp"
 version = "3.17.0"
@@ -4937,6 +5897,11 @@ markers = {main = "extra == \"arangodb\""}
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-ruff"]
 
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [extras]
 arangodb = ["python-arango"]
 aws = ["boto3", "httpx"]
@@ -4986,4 +5951,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "be5b06ddcd3b657dd885b8d4c64c91a9f330e30419539cc3fb36b4529a64c99b"
+content-hash = "bacae2cc8c7947dae5d1f6f05bc1a98d488470a5947f95479edabe75cf036f41"
diff --git a/pyproject.toml b/pyproject.toml
index adb3dc722..1ec495d02 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -192,7 +192,8 @@ types-paramiko = "^3.4.0.20240423"
 pytest-mock = "^3.14.0"
 
 [[tool.poetry.source]]
-name = "PyPI"
+name = "PyPI-public"
+url = "https://pypi.org/simple/"
 priority = "primary"
 
 [tool.black]
@@ -247,7 +248,7 @@ select = [
     # flake8-tidy-imports
     "TID",
     # flake8-type-checking
-    "TCH",
+    "TC",
     # isort
     "I",
     # mccabe
@@ -269,7 +270,9 @@ ignore = [
     # line too long (already checked by black)
     "E501",
     # the must-have __init__.py (we are using package namespaces)
-    "INP001"
+    "INP001",
+    # we do have some imports shadowing builtins
+    "A004"
 ]
 
 [tool.ruff.lint.pyupgrade]

From e7feb53fe532b6d32d5d0c5a5d517249f8e7de50 Mon Sep 17 00:00:00 2001
From: Ryan Hoban <rhoban13@gmail.com>
Date: Wed, 28 May 2025 23:07:10 -0400
Subject: [PATCH 025/208] feat: DockerContainer initializer to accept its
 private members as kwargs (#809)

Re submitting what is the end result of the iterations in
https://github.com/testcontainers/testcontainers-python/pull/238
submitted originally by @vikhal.

Simply enabling the initializer of `DockerContainer` to accept its
private members as kwargs.

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/README.rst                               |  2 +
 core/testcontainers/core/container.py         | 42 +++++++++++++++++--
 .../port_multiple/compose.yaml                |  2 +
 core/tests/test_container.py                  | 21 ++++++++++
 core/tests/test_utils.py                      |  1 +
 5 files changed, 65 insertions(+), 3 deletions(-)

diff --git a/core/README.rst b/core/README.rst
index 1461ba7d8..5176ce078 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -18,6 +18,8 @@ Testcontainers Core
 
 .. autoclass:: testcontainers.core.generic.DbContainer
 
+.. autoclass:: testcontainers.core.network.Network
+
 .. raw:: html
 
     <hr>
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 74f7828e0..b7979a613 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -28,6 +28,20 @@ class DockerContainer:
     """
     Basic container object to spin up Docker instances.
 
+    Args:
+        image: The name of the image to start.
+        docker_client_kw: Dictionary with arguments that will be passed to the
+            docker.DockerClient init.
+        command: Optional execution command for the container.
+        name: Optional name for the container.
+        ports: Ports to be exposed by the container. The port number will be
+            automatically assigned on the host, use
+            :code:`get_exposed_port(PORT)` method to get the port number on the host.
+        volumes: Volumes to mount into the container. Each entry should be a tuple with
+            three values: host path, container path and. mode (default 'ro').
+        network: Optional network to connect the container to.
+        network_aliases: Optional list of aliases for the container in the network.
+
     .. doctest::
 
         >>> from testcontainers.core.container import DockerContainer
@@ -41,18 +55,40 @@ def __init__(
         self,
         image: str,
         docker_client_kw: Optional[dict] = None,
+        command: Optional[str] = None,
+        env: Optional[dict[str, str]] = None,
+        name: Optional[str] = None,
+        ports: Optional[list[int]] = None,
+        volumes: Optional[list[tuple[str, str, str]]] = None,
+        network: Optional[Network] = None,
+        network_aliases: Optional[list[str]] = None,
         **kwargs,
     ) -> None:
-        self.env = {}
+        self.env = env or {}
+
         self.ports = {}
+        if ports:
+            self.with_exposed_ports(*ports)
+
         self.volumes = {}
+        if volumes:
+            for vol in volumes:
+                self.with_volume_mapping(*vol)
+
         self.image = image
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._container = None
-        self._command = None
-        self._name = None
+        self._command = command
+        self._name = name
+
         self._network: Optional[Network] = None
+        if network is not None:
+            self.with_network(network)
+
         self._network_aliases: Optional[list[str]] = None
+        if network_aliases:
+            self.with_network_aliases(*network_aliases)
+
         self._kwargs = kwargs
 
     def with_env(self, key: str, value: str) -> Self:
diff --git a/core/tests/compose_fixtures/port_multiple/compose.yaml b/core/tests/compose_fixtures/port_multiple/compose.yaml
index e8e147bbd..662079f5e 100644
--- a/core/tests/compose_fixtures/port_multiple/compose.yaml
+++ b/core/tests/compose_fixtures/port_multiple/compose.yaml
@@ -6,6 +6,7 @@ services:
       - '81'
       - '82'
       - target: 80
+        published: "5000-5999"
         host_ip: 127.0.0.1
         protocol: tcp
     command:
@@ -18,6 +19,7 @@ services:
     init: true
     ports:
       - target: 80
+        published: "5000-5999"
         host_ip: 127.0.0.1
         protocol: tcp
     command:
diff --git a/core/tests/test_container.py b/core/tests/test_container.py
index e1e7cff7a..bb7dd0596 100644
--- a/core/tests/test_container.py
+++ b/core/tests/test_container.py
@@ -75,3 +75,24 @@ def test_get_exposed_port_original(container: DockerContainer, monkeypatch: pyte
     monkeypatch.setattr(client, "get_connection_mode", lambda: ConnectionMode.bridge_ip)
 
     assert container.get_exposed_port(8080) == 8080
+
+
+@pytest.mark.parametrize(
+    "init_attr,init_value,class_attr,stored_value",
+    [
+        ("command", "ps", "_command", "ps"),
+        ("env", {"e1": "v1"}, "env", {"e1": "v1"}),
+        ("name", "foo-bar", "_name", "foo-bar"),
+        ("ports", [22, 80], "ports", {22: None, 80: None}),
+        (
+            "volumes",
+            [("/tmp", "/tmp2", "ro")],
+            "volumes",
+            {"/tmp": {"bind": "/tmp2", "mode": "ro"}},
+        ),
+    ],
+)
+def test_attribute(init_attr, init_value, class_attr, stored_value):
+    """Test that the attributes set through the __init__ function are properly stored."""
+    with DockerContainer("ubuntu", **{init_attr: init_value}) as container:
+        assert getattr(container, class_attr) == stored_value
diff --git a/core/tests/test_utils.py b/core/tests/test_utils.py
index 4c240ed45..e811ee396 100644
--- a/core/tests/test_utils.py
+++ b/core/tests/test_utils.py
@@ -33,6 +33,7 @@ def test_is_windows(monkeypatch: MonkeyPatch) -> None:
 
 
 def test_is_arm(monkeypatch: MonkeyPatch) -> None:
+    monkeypatch.setattr("platform.machine", lambda: "x86_64")
     assert not utils.is_arm()
     monkeypatch.setattr("platform.machine", lambda: "arm64")
     assert utils.is_arm()

From 5f34ad0e934a83b49c14b5b0d63284448eac1940 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Wed, 4 Jun 2025 17:25:39 -0300
Subject: [PATCH 026/208] chore: Updating docker version in CI (#821)

Testing CI version changes to resolve core unit test error

`Command '['docker', 'compose', 'up', '--wait']' returned non-zero exit
status 1.`

Rather then using an older version of Docker in the test suite coming
from Ubuntu uses Dockers official action which ships the latest version
of the cli and compose.
---
 .github/workflows/ci-core.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index 4ee4f4a59..34aabc736 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -1,4 +1,4 @@
-# Contrinuous Integration for the core package
+# Continuous Integration for the core package
 
 name: core
 
@@ -25,6 +25,8 @@ jobs:
         run: poetry install --all-extras
       - name: Run twine check
         run: poetry build && poetry run twine check dist/*.tar.gz
+      - name: Set up Docker
+        uses: docker/setup-docker-action@v4
       - name: Run tests
         run: make core/tests
       - name: Rename coverage file

From dafcbed7608e857bebcdd0b4638bec27abadc693 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Fri, 13 Jun 2025 11:42:34 -0300
Subject: [PATCH 027/208] fix(modules): fix cosmosdb failure (#827)

The mongodb image was expired, [looks like it's support is now included
on
latest](https://github.com/Azure/azure-cosmos-db-emulator-docker/issues/112)
so aligning it with the other DBs types under cosmosdb
---
 modules/cosmosdb/testcontainers/cosmosdb/mongodb.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/cosmosdb/testcontainers/cosmosdb/mongodb.py b/modules/cosmosdb/testcontainers/cosmosdb/mongodb.py
index 82e8c096b..e54f52ff6 100644
--- a/modules/cosmosdb/testcontainers/cosmosdb/mongodb.py
+++ b/modules/cosmosdb/testcontainers/cosmosdb/mongodb.py
@@ -27,7 +27,7 @@ def __init__(
         self,
         mongodb_version: str,
         image: str = os.getenv(
-            "AZURE_COSMOS_EMULATOR_IMAGE", "mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:mongodb"
+            "AZURE_COSMOS_EMULATOR_IMAGE", "mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:latest"
         ),
         **other_kwargs,
     ):

From 3b9e8e4ae9084d294c5b35a070cfa61470f2c096 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Fri, 13 Jun 2025 11:43:25 -0300
Subject: [PATCH 028/208] test(modules): Adds postgres test ensure both drivers
 are compatible (#828)

Once the new docs site is up I will likely add a demo there, but for the
moment a quick basic unit test to ensure both are properly working.
---
 modules/postgres/tests/test_postgres.py | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/modules/postgres/tests/test_postgres.py b/modules/postgres/tests/test_postgres.py
index c2e7d9822..93b99d25f 100644
--- a/modules/postgres/tests/test_postgres.py
+++ b/modules/postgres/tests/test_postgres.py
@@ -133,3 +133,21 @@ def test_none_driver_urls():
 
         url = container.get_connection_url(driver=None)
         assert url == expected_url
+
+
+def test_psycopg_versions():
+    """Test that both psycopg2 and psycopg (v2 and v3) work with the container."""
+
+    postgres_container = PostgresContainer("postgres:16-alpine", driver="psycopg2")
+    with postgres_container as postgres:
+        engine = sqlalchemy.create_engine(postgres.get_connection_url())
+        with engine.begin() as connection:
+            result = connection.execute(sqlalchemy.text("SELECT 1 as test"))
+            assert result.scalar() == 1
+
+    postgres_container = PostgresContainer("postgres:16-alpine", driver="psycopg")
+    with postgres_container as postgres:
+        engine = sqlalchemy.create_engine(postgres.get_connection_url())
+        with engine.begin() as connection:
+            result = connection.execute(sqlalchemy.text("SELECT 1 as test"))
+            assert result.scalar() == 1

From b7d41ddc5742dd380b6e01c712a02b044a64cbb3 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Fri, 13 Jun 2025 11:44:05 -0300
Subject: [PATCH 029/208] fix(modules): update chroma version (#826)

Chroma deprecated their v1 health check. Updated the version and module
to use the new v2 endpoint.
---
 .../chroma/testcontainers/chroma/__init__.py  |   8 +-
 modules/chroma/tests/test_chroma.py           |   2 +-
 poetry.lock                                   | 224 +++++++++++++++++-
 pyproject.toml                                |   2 +-
 4 files changed, 221 insertions(+), 15 deletions(-)

diff --git a/modules/chroma/testcontainers/chroma/__init__.py b/modules/chroma/testcontainers/chroma/__init__.py
index 9e5744099..358351b82 100644
--- a/modules/chroma/testcontainers/chroma/__init__.py
+++ b/modules/chroma/testcontainers/chroma/__init__.py
@@ -32,13 +32,13 @@ class ChromaContainer(DockerContainer):
 
     def __init__(
         self,
-        image: str = "chromadb/chroma:latest",
+        image: str = "chromadb/chroma:1.0.0",
         port: int = 8000,
         **kwargs,
     ) -> None:
         """
         Args:
-            image: Docker image to use for the MinIO container.
+            image: Docker image to use for the ChromaDB container.
             port: Port to expose on the container.
             access_key: Access key for client connections.
             secret_key: Secret key for client connections.
@@ -55,7 +55,7 @@ def get_config(self) -> dict:
         including the endpoint.
 
         Returns:
-            dict: {`endpoint`: str}
+            dict: {`endpoint`: str, `host`: str, `port`: int}
         """
         host_ip = self.get_container_host_ip()
         exposed_port = self.get_exposed_port(self.port)
@@ -69,7 +69,7 @@ def get_config(self) -> dict:
     def _healthcheck(self) -> None:
         """This is an internal method used to check if the Chroma container
         is healthy and ready to receive requests."""
-        url = f"http://{self.get_config()['endpoint']}/api/v1/heartbeat"
+        url = f"http://{self.get_config()['endpoint']}/api/v2/heartbeat"
         response: Response = get(url)
         response.raise_for_status()
 
diff --git a/modules/chroma/tests/test_chroma.py b/modules/chroma/tests/test_chroma.py
index fee55b788..444c201df 100644
--- a/modules/chroma/tests/test_chroma.py
+++ b/modules/chroma/tests/test_chroma.py
@@ -3,7 +3,7 @@
 
 
 def test_docker_run_chroma():
-    with ChromaContainer(image="chromadb/chroma:0.4.24") as chroma:
+    with ChromaContainer(image="chromadb/chroma:1.0.0") as chroma:
         client = chromadb.HttpClient(host=chroma.get_config()["host"], port=chroma.get_config()["port"])
         col = client.get_or_create_collection("test")
         assert col.name == "test"
diff --git a/poetry.lock b/poetry.lock
index d80fa130a..4930fa8c1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -176,7 +176,7 @@ description = "Classes Without Boilerplate"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"selenium\""
+markers = "extra == \"selenium\" or extra == \"chroma\""
 files = [
     {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
@@ -714,18 +714,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "chromadb-client"
-version = "0.4.25.dev0"
+version = "1.0.12"
 description = "Chroma Client."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
-    {file = "chromadb-client-0.4.25.dev0.tar.gz", hash = "sha256:18762d04720db1ca9ac6347ecd04371064e414b22401aadc2e78a1893fd46595"},
-    {file = "chromadb_client-0.4.25.dev0-py3-none-any.whl", hash = "sha256:da52dd28e02bb168be6ab82177726c27f770f5c190ef7c3484b12c6014f2cc07"},
+    {file = "chromadb_client-1.0.12-py3-none-any.whl", hash = "sha256:108d7d0fe64da5889580d73aa1a80020e096f6c2b0d9282b8736735c6c4bca85"},
+    {file = "chromadb_client-1.0.12.tar.gz", hash = "sha256:766a6538e4b5ef25703320f0ab1989c6405d7444463e24090fc4c364a898254c"},
 ]
 
 [package.dependencies]
+httpx = ">=0.27.0"
+jsonschema = ">=4.19.0"
 numpy = ">=1.22.5"
 opentelemetry-api = ">=1.2.0"
 opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
@@ -735,9 +737,8 @@ overrides = ">=7.3.1"
 posthog = ">=2.4.0"
 pydantic = ">=1.9"
 PyYAML = ">=6.0.0"
-requests = ">=2.28"
 tenacity = ">=8.2.3"
-typing-extensions = ">=4.5.0"
+typing_extensions = ">=4.5.0"
 
 [package.source]
 type = "legacy"
@@ -2233,6 +2234,55 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "jsonschema"
+version = "4.24.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
+    {file = "jsonschema-4.24.0-py3-none-any.whl", hash = "sha256:a462455f19f5faf404a7902952b6f0e3ce868f3ee09a359b05eca6673bd8412d"},
+    {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.4.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "jwcrypto"
 version = "1.5.6"
@@ -4689,6 +4739,29 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "referencing"
+version = "0.36.2"
+description = "JSON Referencing + Python"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
+    {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
+    {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -4806,6 +4879,139 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "rpds-py"
+version = "0.25.1"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
+    {file = "rpds_py-0.25.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:f4ad628b5174d5315761b67f212774a32f5bad5e61396d38108bd801c0a8f5d9"},
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+    {file = "rpds_py-0.25.1.tar.gz", hash = "sha256:8960b6dac09b62dac26e75d7e2c4a22efb835d827a7278c34f72b2b84fa160e3"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -5951,4 +6157,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "bacae2cc8c7947dae5d1f6f05bc1a98d488470a5947f95479edabe75cf036f41"
+content-hash = "ffdbe7b233214e09e1b586e0bf6145e00621fa83d7680c083aa02cf2a8609550"
diff --git a/pyproject.toml b/pyproject.toml
index 1ec495d02..70df36b73 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ pika = { version = "*", optional = true }
 redis = { version = "*", optional = true }
 selenium = { version = "*", optional = true }
 weaviate-client = { version = "^4.5.4", optional = true }
-chromadb-client = { version = "*", optional = true }
+chromadb-client = { version = "^1.0.0", optional = true }
 qdrant-client = { version = "*", optional = true }
 bcrypt = { version = "*", optional = true }
 httpx = { version = "*", optional = true }

From 16fb2b26d57e2fab71878ee4a7b18088a082bfc0 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Fri, 13 Jun 2025 12:27:53 -0300
Subject: [PATCH 030/208] chore: Update pyproject and tests to support
 Mac's/arm local development (#814)

I want to help contribute to testcontainers-python but issues getting
the local environment running. Starting off with fixing the install +
test suite so myself and other people on Mac can get up and running
faster.

Manual testing done:
This branch was tested on a few different Mac machines the and a Linux
VM (still on arm). `make install` and `make tests` checked in all envs,
I also checked docs, build, and cleans on the Linux VM and a M2 mac.


Notes:
* Poetry markers aren't bullet proof, but works for ibm so it's good
enough for now, else we'd need a more complex install and test build
scripts (for dind tests) which I played around with but ended up
removing to keep the PR smaller and less complex.
* Skipping arm + mac specific tests in the test suite, these are testing
either features that Macs don't have or the community module doesn't
actually support macs. For the sake of contributors this shouldn't
matter, the CI will still be testing everything fully.
* Mac skip reasons given: I'm not deeply familiar with these community
packages or the menewsha of mac docker vs other OS dockers. There might
be better explanations for why it needed to be skipped.

Ticket:
https://github.com/testcontainers/testcontainers-python/issues/813

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/docker_client.py | 10 +++++-----
 core/tests/test_core_registry.py          |  9 +++++++++
 core/tests/test_docker_in_docker.py       |  8 ++++++++
 core/tests/test_ryuk.py                   |  8 ++++++++
 poetry.lock                               |  8 ++++----
 pyproject.toml                            |  2 +-
 6 files changed, 35 insertions(+), 10 deletions(-)

diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 527852532..07c7ef53a 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -151,7 +151,7 @@ def find_host_network(self) -> Optional[str]:
                         except ipaddress.AddressValueError:
                             continue
                         if docker_host in subnet:
-                            return cast(str, network.name)
+                            return cast("str", network.name)
         except (ipaddress.AddressValueError, OSError):
             pass
         return None
@@ -163,7 +163,7 @@ def port(self, container_id: str, port: int) -> str:
         port_mappings = self.client.api.port(container_id, port)
         if not port_mappings:
             raise ConnectionError(f"Port mapping for container {container_id} and port {port} is not available")
-        return cast(str, port_mappings[0]["HostPort"])
+        return cast("str", port_mappings[0]["HostPort"])
 
     def get_container(self, container_id: str) -> dict[str, Any]:
         """
@@ -172,7 +172,7 @@ def get_container(self, container_id: str) -> dict[str, Any]:
         containers = self.client.api.containers(filters={"id": container_id})
         if not containers:
             raise RuntimeError(f"Could not get container with id {container_id}")
-        return cast(dict[str, Any], containers[0])
+        return cast("dict[str, Any]", containers[0])
 
     def bridge_ip(self, container_id: str) -> str:
         """
@@ -241,7 +241,7 @@ def host(self) -> str:
             hostname = url.hostname
             if not hostname or (hostname == "localnpipe" and utils.is_windows()):
                 return "localhost"
-            return cast(str, url.hostname)
+            return cast("str", url.hostname)
         if utils.inside_container() and ("unix" in url.scheme or "npipe" in url.scheme):
             ip_address = utils.default_gateway_ip()
             if ip_address:
@@ -257,7 +257,7 @@ def login(self, auth_config: DockerAuthInfo) -> None:
 
     def client_networks_create(self, name: str, param: dict[str, Any]) -> dict[str, Any]:
         labels = create_labels("", param.get("labels"))
-        return cast(dict[str, Any], self.client.networks.create(name, **{**param, "labels": labels}))
+        return cast("dict[str, Any]", self.client.networks.create(name, **{**param, "labels": labels}))
 
 
 def get_docker_host() -> Optional[str]:
diff --git a/core/tests/test_core_registry.py b/core/tests/test_core_registry.py
index 384b06693..36e4730f9 100644
--- a/core/tests/test_core_registry.py
+++ b/core/tests/test_core_registry.py
@@ -18,8 +18,13 @@
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
 from testcontainers.registry import DockerRegistryContainer
+from testcontainers.core.utils import is_mac
 
 
+@pytest.mark.skipif(
+    is_mac(),
+    reason="Docker Desktop on macOS does not support insecure private registries without daemon reconfiguration",
+)
 def test_missing_on_private_registry(monkeypatch):
     username = "user"
     password = "pass"
@@ -41,6 +46,10 @@ def test_missing_on_private_registry(monkeypatch):
                 wait_container_is_ready(test_container)
 
 
+@pytest.mark.skipif(
+    is_mac(),
+    reason="Docker Desktop on macOS does not support local insecure registries over HTTP without modifying daemon settings",
+)
 @pytest.mark.parametrize(
     "image,tag,username,password",
     [
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index b07f80e9a..02b8e1fc4 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -15,6 +15,7 @@
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient, LOGGER
 from testcontainers.core.utils import inside_container
+from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
@@ -36,6 +37,7 @@ def _wait_for_dind_return_ip(client, dind):
     return docker_host_ip
 
 
+@pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
 def test_wait_for_logs_docker_in_docker():
     # real dind isn't possible (AFAIK) in CI
     # forwarding the socket to a container port is at least somewhat the same
@@ -64,6 +66,9 @@ def test_wait_for_logs_docker_in_docker():
     not_really_dind.remove()
 
 
+@pytest.mark.skipif(
+    is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
+)
 def test_dind_inherits_network():
     client = DockerClient()
     try:
@@ -158,6 +163,9 @@ def test_find_host_network_in_dood() -> None:
     assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
 
 
+@pytest.mark.skipif(
+    is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+)
 @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
 def test_dood(python_testcontainer_image: str) -> None:
     """
diff --git a/core/tests/test_ryuk.py b/core/tests/test_ryuk.py
index 5d6b208af..76556d4f4 100644
--- a/core/tests/test_ryuk.py
+++ b/core/tests/test_ryuk.py
@@ -8,9 +8,14 @@
 from testcontainers.core.config import testcontainers_config
 from testcontainers.core.container import Reaper
 from testcontainers.core.container import DockerContainer
+from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
+@pytest.mark.skipif(
+    is_mac(),
+    reason="Ryuk container reaping is unreliable on Docker Desktop for macOS due to VM-based container lifecycle handling",
+)
 @pytest.mark.inside_docker_check
 def test_wait_for_reaper(monkeypatch: MonkeyPatch):
     Reaper.delete_instance()
@@ -41,6 +46,9 @@ def test_wait_for_reaper(monkeypatch: MonkeyPatch):
     Reaper.delete_instance()
 
 
+@pytest.mark.skipif(
+    is_mac(), reason="Ryuk disabling behavior is unreliable on Docker Desktop for macOS due to Docker socket emulation"
+)
 @pytest.mark.inside_docker_check
 def test_container_without_ryuk(monkeypatch: MonkeyPatch):
     Reaper.delete_instance()
diff --git a/poetry.lock b/poetry.lock
index 4930fa8c1..563589b6c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -1908,7 +1908,7 @@ description = "Python DBI driver for DB2 (LUW, zOS, i5) and IDS"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"db2\""
+markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and extra == \"db2\""
 files = [
     {file = "ibm_db-3.2.3-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:3399466141c29704f4e8ba709a67ba27ab413239c0244c3c4510126e946ff603"},
     {file = "ibm_db-3.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e12ff6426d4f718e1ff6615e64a2880bd570826f19a031c82dbf296714cafd7d"},
@@ -1955,7 +1955,7 @@ description = "SQLAlchemy support for IBM Data Servers"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"db2\""
+markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and extra == \"db2\""
 files = [
     {file = "ibm_db_sa-0.4.1-py3-none-any.whl", hash = "sha256:49926ba9799e6ebd9ddd847141537c83d179ecf32fe24b7e997ac4614d3f616a"},
     {file = "ibm_db_sa-0.4.1.tar.gz", hash = "sha256:a46df130a3681646490925cf4e1bca12b46283f71eea39b70b4f9a56e95341ac"},
@@ -6157,4 +6157,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "ffdbe7b233214e09e1b586e0bf6145e00621fa83d7680c083aa02cf2a8609550"
+content-hash = "e17b2d64a82b0929e19aa488550d2159c713979a3145fdfe103c62cd486f79fc"
diff --git a/pyproject.toml b/pyproject.toml
index 70df36b73..bc55e7f72 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -118,7 +118,7 @@ httpx = { version = "*", optional = true }
 azure-cosmos = { version = "*", optional = true }
 cryptography = { version = "*", optional = true }
 trino = { version = "*", optional = true }
-ibm_db_sa = { version = "*", optional = true }
+ibm_db_sa = { version = "*", optional = true, markers = "platform_machine != 'aarch64' and platform_machine != 'arm64'" }
 
 [tool.poetry.extras]
 arangodb = ["python-arango"]

From b702918bc341b26aa2a3b3d0c7dd8a7a8ecdd121 Mon Sep 17 00:00:00 2001
From: William Chong <william-chong@outlook.com>
Date: Sun, 15 Jun 2025 10:29:29 +0400
Subject: [PATCH 031/208] chore: Use 'latest' tag for Qdrant module  (#815)

Switches the Qdrant image tag to `latest` by default. This makes it
easier to use new features like the [Batch Search
API](https://qdrant.tech/documentation/concepts/search/#batch-search-api)
without manually updating the version.

The latest version is 1.13.5 as of today. You can still override the
image if needed, but this keeps things simple and up to date by default.

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/qdrant/testcontainers/qdrant/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/qdrant/testcontainers/qdrant/__init__.py b/modules/qdrant/testcontainers/qdrant/__init__.py
index d36fe62ee..3b77b50fd 100644
--- a/modules/qdrant/testcontainers/qdrant/__init__.py
+++ b/modules/qdrant/testcontainers/qdrant/__init__.py
@@ -39,7 +39,7 @@ class QdrantContainer(DbContainer):
 
     def __init__(
         self,
-        image: str = "qdrant/qdrant:v1.8.3",
+        image: str = "qdrant/qdrant:v1.13.5",
         rest_port: int = 6333,
         grpc_port: int = 6334,
         api_key: Optional[str] = None,

From e90d30826fb7d7cf3cc7db39a86465d448aaa6e0 Mon Sep 17 00:00:00 2001
From: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Date: Sun, 15 Jun 2025 09:30:37 +0300
Subject: [PATCH 032/208] fix(rabbitmq): correct pika pypi reference (#817)

## PR Summary
This small PR fixes the pika pypi reference in RabbitMqContainer class
page.
Relevant page:
https://testcontainers-python.readthedocs.io/en/latest/modules/rabbitmq/README.html

Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
---
 modules/rabbitmq/testcontainers/rabbitmq/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/rabbitmq/testcontainers/rabbitmq/__init__.py b/modules/rabbitmq/testcontainers/rabbitmq/__init__.py
index cd7b079a4..4a1911f3d 100644
--- a/modules/rabbitmq/testcontainers/rabbitmq/__init__.py
+++ b/modules/rabbitmq/testcontainers/rabbitmq/__init__.py
@@ -10,7 +10,7 @@
 class RabbitMqContainer(DockerContainer):
     """
     Test container for RabbitMQ. The example below spins up a RabbitMQ broker and uses the
-    `pika client library <(https://pypi.org/project/pika/)>`__ to establish a connection to the
+    `pika client library <https://pypi.org/project/pika/>`__ to establish a connection to the
     broker.
 
     Example:

From 6b1126884c82529a93bd55030374d322dd0870bc Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 15 Jun 2025 09:56:26 +0300
Subject: [PATCH 033/208] fix(registry): module typed (#811)

---
 .../registry/testcontainers/registry/__init__.py  | 15 +++++++++------
 modules/registry/tests/test_registry.py           |  4 ++--
 pyproject.toml                                    |  5 +++++
 3 files changed, 16 insertions(+), 8 deletions(-)

diff --git a/modules/registry/testcontainers/registry/__init__.py b/modules/registry/testcontainers/registry/__init__.py
index 7b846ad5c..59a888904 100644
--- a/modules/registry/testcontainers/registry/__init__.py
+++ b/modules/registry/testcontainers/registry/__init__.py
@@ -1,7 +1,7 @@
 import time
 from io import BytesIO
 from tarfile import TarFile, TarInfo
-from typing import TYPE_CHECKING, Optional
+from typing import TYPE_CHECKING, Any, Optional
 
 import bcrypt
 from requests import get
@@ -25,7 +25,7 @@ def __init__(
         port: int = 5000,
         username: Optional[str] = None,
         password: Optional[str] = None,
-        **kwargs,
+        **kwargs: Any,
     ) -> None:
         super().__init__(image=image, **kwargs)
         self.port: int = port
@@ -35,6 +35,8 @@ def __init__(
 
     def _copy_credentials(self) -> None:
         # Create credentials and write them to the container
+        if self.password is None:
+            raise ValueError("Password cannot be None")
         hashed_password: str = bcrypt.hashpw(
             self.password.encode("utf-8"),
             bcrypt.gensalt(rounds=12, prefix=b"2a"),
@@ -44,7 +46,7 @@ def _copy_credentials(self) -> None:
         with BytesIO() as tar_archive_object, TarFile(fileobj=tar_archive_object, mode="w") as tmp_tarfile:
             tarinfo: TarInfo = TarInfo(name=self.credentials_path)
             tarinfo.size = len(content)
-            tarinfo.mtime = time.time()
+            tarinfo.mtime = int(time.time())
 
             tmp_tarfile.addfile(tarinfo, BytesIO(content))
             tar_archive_object.seek(0)
@@ -54,12 +56,13 @@ def _copy_credentials(self) -> None:
     def _readiness_probe(self) -> None:
         url: str = f"http://{self.get_registry()}/v2"
         if self.username and self.password:
-            response: Response = get(url, auth=HTTPBasicAuth(self.username, self.password), timeout=1)
+            auth_response: Response = get(url, auth=HTTPBasicAuth(self.username, self.password), timeout=1)
+            auth_response.raise_for_status()
         else:
             response: Response = get(url, timeout=1)
-        response.raise_for_status()
+            response.raise_for_status()
 
-    def start(self):
+    def start(self) -> "DockerRegistryContainer":
         if self.username and self.password:
             self.with_env("REGISTRY_AUTH_HTPASSWD_REALM", "local-registry")
             self.with_env("REGISTRY_AUTH_HTPASSWD_PATH", self.credentials_path)
diff --git a/modules/registry/tests/test_registry.py b/modules/registry/tests/test_registry.py
index 0aa568ee5..f9d77d973 100644
--- a/modules/registry/tests/test_registry.py
+++ b/modules/registry/tests/test_registry.py
@@ -7,7 +7,7 @@
 REGISTRY_PASSWORD: str = "bar"
 
 
-def test_registry():
+def test_registry() -> None:
     with DockerRegistryContainer().with_bind_ports(5000, 5000) as registry_container:
         url: str = f"http://{registry_container.get_registry()}/v2/_catalog"
 
@@ -16,7 +16,7 @@ def test_registry():
         assert response.status_code == 200
 
 
-def test_registry_with_authentication():
+def test_registry_with_authentication() -> None:
     with DockerRegistryContainer(username=REGISTRY_USERNAME, password=REGISTRY_PASSWORD).with_bind_ports(
         5000, 5000
     ) as registry_container:
diff --git a/pyproject.toml b/pyproject.toml
index bc55e7f72..105b3bba0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -345,6 +345,11 @@ module = ['wrapt.*']
 # wrapt doesn't have type annotations
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = ['requests.*']
+# requests doesn't have type annotations
+ignore_missing_imports = true
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"

From b574c0e0a11d57c8c56aef448292f8c2fc233078 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 15 Jun 2025 10:25:33 +0300
Subject: [PATCH 034/208] fix(core): wait in test core registry (#812)

---
 core/tests/test_core_registry.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/core/tests/test_core_registry.py b/core/tests/test_core_registry.py
index 36e4730f9..38c37b5bd 100644
--- a/core/tests/test_core_registry.py
+++ b/core/tests/test_core_registry.py
@@ -15,7 +15,7 @@
 from testcontainers.core.config import testcontainers_config
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.waiting_utils import wait_for_logs
 
 from testcontainers.registry import DockerRegistryContainer
 from testcontainers.core.utils import is_mac
@@ -43,7 +43,7 @@ def test_missing_on_private_registry(monkeypatch):
         with pytest.raises(NotFound):
             # Test a container with image from private registry
             with DockerContainer(f"{registry_url}/{image}:{tag}") as test_container:
-                wait_container_is_ready(test_container)
+                wait_for_logs(test_container, "Hello from Docker!")
 
 
 @pytest.mark.skipif(
@@ -51,14 +51,14 @@ def test_missing_on_private_registry(monkeypatch):
     reason="Docker Desktop on macOS does not support local insecure registries over HTTP without modifying daemon settings",
 )
 @pytest.mark.parametrize(
-    "image,tag,username,password",
+    "image,tag,username,password,expected_output",
     [
-        ("nginx", "test", "user", "pass"),
-        ("hello-world", "latest", "new_user", "new_pass"),
-        ("alpine", "3.12", None, None),
+        ("nginx", "test", "user", "pass", "start worker processes"),
+        ("hello-world", "latest", "new_user", "new_pass", "Hello from Docker!"),
+        ("alpine", "3.12", None, None, ""),
     ],
 )
-def test_with_private_registry(image, tag, username, password, monkeypatch):
+def test_with_private_registry(image, tag, username, password, expected_output, monkeypatch):
     client = DockerClient().client
 
     with DockerRegistryContainer(username=username, password=password) as registry:
@@ -85,7 +85,7 @@ def test_with_private_registry(image, tag, username, password, monkeypatch):
 
         # Test a container with image from private registry
         with DockerContainer(f"{registry_url}/{image}:{tag}") as test_container:
-            wait_container_is_ready(test_container)
+            wait_for_logs(test_container, expected_output)
 
     # cleanup
     client.images.remove(f"{registry_url}/{image}:{tag}")

From 632e5f4510edd922858d4fb5988b502af3776a99 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 06:55:38 -0400
Subject: [PATCH 035/208] chore(main): release testcontainers 4.11.0 (#800)

:robot: I have created a release *beep* *boop*
---


##
[4.11.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.10.0...testcontainers-v4.11.0)
(2025-06-15)


### Features

* **core:** Protocol support for container port bind and expose
([#690](https://github.com/testcontainers/testcontainers-python/issues/690))
([a0d4317](https://github.com/testcontainers/testcontainers-python/commit/a0d4317643005dde4f344eccbfc56c062e83bf05))
* DockerContainer initializer to accept its private members as kwargs
([#809](https://github.com/testcontainers/testcontainers-python/issues/809))
([e7feb53](https://github.com/testcontainers/testcontainers-python/commit/e7feb53fe532b6d32d5d0c5a5d517249f8e7de50))


### Bug Fixes

* **compose:** use provided docker command instead of default
([#785](https://github.com/testcontainers/testcontainers-python/issues/785))
([0ae704a](https://github.com/testcontainers/testcontainers-python/commit/0ae704a24de440b715d5f3c11eaa4f18ccd437b5))
* **core:** Add kwargs to image build
([#708](https://github.com/testcontainers/testcontainers-python/issues/708))
([cc02f94](https://github.com/testcontainers/testcontainers-python/commit/cc02f9444b41efa62836b21210b07aee1da94d0b))
* **core:** change with_command type to include list of strings
([#789](https://github.com/testcontainers/testcontainers-python/issues/789))
([f7c29cb](https://github.com/testcontainers/testcontainers-python/commit/f7c29cb913e4d42d535783c3aa0f3566d4e543bf))
* **core:** Determine docker socket for rootless docker
([#779](https://github.com/testcontainers/testcontainers-python/issues/779))
([6817582](https://github.com/testcontainers/testcontainers-python/commit/6817582bf67ed36448b69019ab897c50ae80e7e1))
* **core:** Typing in docker_client
([#702](https://github.com/testcontainers/testcontainers-python/issues/702))
([e8bf224](https://github.com/testcontainers/testcontainers-python/commit/e8bf2244c7210e31b34e5fecf2602fdd1b8c0834))
* **core:** Typing in generic + network
([#700](https://github.com/testcontainers/testcontainers-python/issues/700))
([2061912](https://github.com/testcontainers/testcontainers-python/commit/2061912e67705be801136f349f372f542a1f262f))
* **core:** Typing in version
([#701](https://github.com/testcontainers/testcontainers-python/issues/701))
([9dc2a02](https://github.com/testcontainers/testcontainers-python/commit/9dc2a02ca9b9ffbaacfd7de79ec9f78175758ec0))
* **core:** wait in test core registry
([#812](https://github.com/testcontainers/testcontainers-python/issues/812))
([b574c0e](https://github.com/testcontainers/testcontainers-python/commit/b574c0e0a11d57c8c56aef448292f8c2fc233078))
* **modules:** fix cosmosdb failure
([#827](https://github.com/testcontainers/testcontainers-python/issues/827))
([dafcbed](https://github.com/testcontainers/testcontainers-python/commit/dafcbed7608e857bebcdd0b4638bec27abadc693))
* **modules:** update chroma version
([#826](https://github.com/testcontainers/testcontainers-python/issues/826))
([b7d41dd](https://github.com/testcontainers/testcontainers-python/commit/b7d41ddc5742dd380b6e01c712a02b044a64cbb3))
* **rabbitmq:** correct pika pypi reference
([#817](https://github.com/testcontainers/testcontainers-python/issues/817))
([e90d308](https://github.com/testcontainers/testcontainers-python/commit/e90d30826fb7d7cf3cc7db39a86465d448aaa6e0))
* **registry:** module typed
([#811](https://github.com/testcontainers/testcontainers-python/issues/811))
([6b11268](https://github.com/testcontainers/testcontainers-python/commit/6b1126884c82529a93bd55030374d322dd0870bc))
* use connection mode override function in config
([#775](https://github.com/testcontainers/testcontainers-python/issues/775))
([ab2a1ab](https://github.com/testcontainers/testcontainers-python/commit/ab2a1abd957ffb35719f673a7674df83287f1545)),
closes
[#774](https://github.com/testcontainers/testcontainers-python/issues/774)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 25 +++++++++++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 27 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index ae7a10122..88aaa0e96 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.10.0"
+    ".": "4.11.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 12ce85b59..82d2c8011 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,30 @@
 # Changelog
 
+## [4.11.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.10.0...testcontainers-v4.11.0) (2025-06-15)
+
+
+### Features
+
+* **core:** Protocol support for container port bind and expose ([#690](https://github.com/testcontainers/testcontainers-python/issues/690)) ([a0d4317](https://github.com/testcontainers/testcontainers-python/commit/a0d4317643005dde4f344eccbfc56c062e83bf05))
+* DockerContainer initializer to accept its private members as kwargs ([#809](https://github.com/testcontainers/testcontainers-python/issues/809)) ([e7feb53](https://github.com/testcontainers/testcontainers-python/commit/e7feb53fe532b6d32d5d0c5a5d517249f8e7de50))
+
+
+### Bug Fixes
+
+* **compose:** use provided docker command instead of default ([#785](https://github.com/testcontainers/testcontainers-python/issues/785)) ([0ae704a](https://github.com/testcontainers/testcontainers-python/commit/0ae704a24de440b715d5f3c11eaa4f18ccd437b5))
+* **core:** Add kwargs to image build ([#708](https://github.com/testcontainers/testcontainers-python/issues/708)) ([cc02f94](https://github.com/testcontainers/testcontainers-python/commit/cc02f9444b41efa62836b21210b07aee1da94d0b))
+* **core:** change with_command type to include list of strings ([#789](https://github.com/testcontainers/testcontainers-python/issues/789)) ([f7c29cb](https://github.com/testcontainers/testcontainers-python/commit/f7c29cb913e4d42d535783c3aa0f3566d4e543bf))
+* **core:** Determine docker socket for rootless docker ([#779](https://github.com/testcontainers/testcontainers-python/issues/779)) ([6817582](https://github.com/testcontainers/testcontainers-python/commit/6817582bf67ed36448b69019ab897c50ae80e7e1))
+* **core:** Typing in docker_client ([#702](https://github.com/testcontainers/testcontainers-python/issues/702)) ([e8bf224](https://github.com/testcontainers/testcontainers-python/commit/e8bf2244c7210e31b34e5fecf2602fdd1b8c0834))
+* **core:** Typing in generic + network ([#700](https://github.com/testcontainers/testcontainers-python/issues/700)) ([2061912](https://github.com/testcontainers/testcontainers-python/commit/2061912e67705be801136f349f372f542a1f262f))
+* **core:** Typing in version ([#701](https://github.com/testcontainers/testcontainers-python/issues/701)) ([9dc2a02](https://github.com/testcontainers/testcontainers-python/commit/9dc2a02ca9b9ffbaacfd7de79ec9f78175758ec0))
+* **core:** wait in test core registry ([#812](https://github.com/testcontainers/testcontainers-python/issues/812)) ([b574c0e](https://github.com/testcontainers/testcontainers-python/commit/b574c0e0a11d57c8c56aef448292f8c2fc233078))
+* **modules:** fix cosmosdb failure ([#827](https://github.com/testcontainers/testcontainers-python/issues/827)) ([dafcbed](https://github.com/testcontainers/testcontainers-python/commit/dafcbed7608e857bebcdd0b4638bec27abadc693))
+* **modules:** update chroma version ([#826](https://github.com/testcontainers/testcontainers-python/issues/826)) ([b7d41dd](https://github.com/testcontainers/testcontainers-python/commit/b7d41ddc5742dd380b6e01c712a02b044a64cbb3))
+* **rabbitmq:** correct pika pypi reference ([#817](https://github.com/testcontainers/testcontainers-python/issues/817)) ([e90d308](https://github.com/testcontainers/testcontainers-python/commit/e90d30826fb7d7cf3cc7db39a86465d448aaa6e0))
+* **registry:** module typed ([#811](https://github.com/testcontainers/testcontainers-python/issues/811)) ([6b11268](https://github.com/testcontainers/testcontainers-python/commit/6b1126884c82529a93bd55030374d322dd0870bc))
+* use connection mode override function in config ([#775](https://github.com/testcontainers/testcontainers-python/issues/775)) ([ab2a1ab](https://github.com/testcontainers/testcontainers-python/commit/ab2a1abd957ffb35719f673a7674df83287f1545)), closes [#774](https://github.com/testcontainers/testcontainers-python/issues/774)
+
 ## [4.10.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.9.2...testcontainers-v4.10.0) (2025-04-02)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 105b3bba0..628caa2d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.10.0"  # auto-incremented by release-please
+version = "4.11.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From a6bdf0ef84643074fbc7edf3a75936ce3f1d0880 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Wed, 18 Jun 2025 11:07:46 -0300
Subject: [PATCH 036/208] feat(main):  New Testcontainers Python Docs Site
 (#822)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

# Hello all!

I've been working on getting a new and improved docs site for
Testcontainers Python. This docs site aligns it with Testcontainers
Java/Go/.NET/Node which will hopefully help users onboard and adopt
Testcontainers more easily.

![Screenshot 2025-06-04 at 5 03
17 PM](https://github.com/user-attachments/assets/a1ce37a2-dfd7-40f8-8a62-7d169a22a069)

Testing fork deploys can be seen here, I'm also lining up the official
builds to live on the python.testcontainers.org name space! 👀
https://exquisite-dusk-036c28.netlify.app/

## Why?

We (Docker) want to support the Python community! A big improvement
opportunity I saw was the current docs site compared to some of the
other languages. Adopting the same template and builds will help keep
use inline with the other and hopefully make Testcontainers Python
easier to adopt by providing a starting point with more guide style
content.

## Usage and Details

The old Sphinx site has been left untouched for now (TBD by the
community if it's provided value imo). This is a large change for
writing documentation on the lib. There is now a `/docs` folder filler
with markdown files rather then being powered only by code comments. The
left hand navigation is controlled by a new yml file on the root of the
project called `mkdocs.yml`.

Rather then using Sphinx to parse code comments, with mkdocs you can
include example python files to go with the documentation. I've created
community module usage examples beside their implementation called
`example_basic.py` but people can make other example files in the source
as well. The linter is ignoring files with `example_` in them to ease
builds for the docs purposes (and missing dependencies that may not
matter).

In the documentation site you can them import your examples via

```text

# MinIO

........

## Usage example

<!--codeinclude-->

[Creating a MinIO container](../../modules/minio/example_basic.py)

<!--/codeinclude-->

```

Content was largely generated by reading the source code with an editing
pass from one of Docker's technical writers.

## Running / Editing the Docs Site Locally

A new Testcontainer python docs Dockerfile lives in the root of the
project which handles the docssite specific dependencies. The container
will build and serve the site for you.

`make serve-docs`

## How Documentation Will Deploy

It's Netlify powered. We can configure it to do preview deploys per PR
and deploy a new site on merge to main. Unfortunately Netlify doesn't
support Poetry so to keep the builds simple there is a requirements.txt
for explicitly the docs site dependency.

## The Contents of the New Documentation

As mentioned briefly in the opening we used AI to help generate the
content of the site by reading the source code, myself and Arthur also
did some human passes to ensure things read well, but clearly more help
from people ensuring the accuracy will come over time. Once the new docs
site is merged into main and hosting is fully working **I think we
should post in the community slack and ask for feedback**, the two docs
sites will run concurrently before officially launching (replacing) the
current docs site.

---------

Co-authored-by: ArthurFlag <arthur.flageul@docker.com>
---
 .gitignore                                    |   3 +
 Dockerfile.docs                               |   5 +
 Makefile                                      |  36 +
 docs/_headers                                 |   2 +
 docs/_redirects                               |   0
 docs/contributing.md                          | 126 +++
 docs/css/extra.css                            | 136 +++
 docs/css/tc-header.css                        | 389 ++++++++
 docs/favicon.ico                              | Bin 0 -> 15406 bytes
 docs/features/advanced_features.md            | 424 +++++++++
 docs/features/authentication.md               | 109 +++
 docs/features/building_images.md              | 190 ++++
 docs/features/configuration.md                | 160 ++++
 docs/features/container_logs.md               | 151 ++++
 docs/features/copying_data.md                 | 166 ++++
 docs/features/creating_container.md           | 139 +++
 docs/features/docker_compose.md               | 117 +++
 docs/features/executing_commands.md           | 157 ++++
 docs/features/garbage_collector.md            |  51 ++
 docs/features/networking.md                   | 204 +++++
 docs/features/wait_strategies.md              | 131 +++
 docs/getting_help.md                          |  10 +
 docs/icons/github.svg                         |   4 +
 docs/icons/slack.svg                          |  10 +
 docs/icons/stackoverflow.svg                  |   5 +
 docs/icons/twitter.svg                        |   4 +
 docs/index.md                                 |  45 +
 docs/js/tc-header.js                          |  45 +
 docs/language-logos/dotnet.svg                |   7 +
 docs/language-logos/go.svg                    |  10 +
 docs/language-logos/haskell.svg               |   6 +
 docs/language-logos/java.svg                  |  17 +
 docs/language-logos/nodejs.svg                |   5 +
 docs/language-logos/python.svg                |   8 +
 docs/language-logos/ruby.svg                  | 125 +++
 docs/language-logos/rust.svg                  |  57 ++
 docs/logo.png                                 | Bin 0 -> 67366 bytes
 docs/logo.svg                                 |  92 ++
 docs/modules/arangodb.md                      |  41 +
 docs/modules/aws.md                           |  23 +
 docs/modules/azurite.md                       |  23 +
 docs/modules/cassandra.md                     |  23 +
 docs/modules/chroma.md                        |  43 +
 docs/modules/clickhouse.md                    |  44 +
 docs/modules/cockroachdb.md                   |  44 +
 docs/modules/cosmosdb.md                      |  43 +
 docs/modules/db2.md                           |  43 +
 docs/modules/elasticsearch.md                 |  23 +
 docs/modules/generic.md                       |  23 +
 docs/modules/google.md                        |  23 +
 docs/modules/influxdb.md                      |  27 +
 docs/modules/k3s.md                           |  23 +
 docs/modules/kafka.md                         |  23 +
 docs/modules/keycloak.md                      |  23 +
 docs/modules/localstack.md                    |  23 +
 docs/modules/mailpit.md                       |  23 +
 docs/modules/memcached.md                     |  23 +
 docs/modules/milvus.md                        |  23 +
 docs/modules/minio.md                         |  23 +
 docs/modules/mongodb.md                       |  23 +
 docs/modules/mqtt.md                          |  23 +
 docs/modules/mssql.md                         |  23 +
 docs/modules/mysql.md                         |  23 +
 docs/modules/nats.md                          |  23 +
 docs/modules/neo4j.md                         |  23 +
 docs/modules/nginx.md                         |  23 +
 docs/modules/ollama.md                        |  23 +
 docs/modules/opensearch.md                    |  23 +
 docs/modules/oracle-free.md                   |  23 +
 docs/modules/postgres.md                      |  23 +
 docs/modules/qdrant.md                        |  23 +
 docs/modules/rabbitmq.md                      |  23 +
 docs/modules/redis.md                         |  23 +
 docs/modules/registry.md                      |  23 +
 docs/modules/scylla.md                        |  23 +
 docs/modules/selenium.md                      |  23 +
 docs/modules/sftp.md                          |  23 +
 docs/modules/test_module_import.md            | 100 +++
 docs/modules/trino.md                         |  23 +
 docs/modules/vault.md                         |  23 +
 docs/modules/weaviate.md                      |  23 +
 docs/poetry.lock                              | 829 ++++++++++++++++++
 docs/pyproject.toml                           |  25 +
 docs/quickstart.md                            |  92 ++
 docs/requirements.txt                         |  36 +
 docs/system_requirements/docker.md            |  11 +
 docs/system_requirements/index.md             | 183 ++++
 docs/testcontainers-logo.svg                  |  22 +
 docs/theme/main.html                          |  10 +
 docs/theme/partials/header.html               | 140 +++
 docs/theme/partials/nav.html                  |  79 ++
 docs/theme/partials/tc-header.html            | 157 ++++
 mkdocs.yml                                    | 105 +++
 modules/arangodb/example_basic.py             |  91 ++
 modules/aws/example_basic.py                  | 117 +++
 modules/azurite/example_basic.py              |  73 ++
 modules/cassandra/example_basic.py            | 153 ++++
 modules/chroma/example_basic.py               |  65 ++
 modules/clickhouse/example_basic.py           |  76 ++
 modules/cockroachdb/example_basic.py          |  90 ++
 modules/cosmosdb/example_basic.py             |  75 ++
 modules/db2/example_basic.py                  |  89 ++
 modules/elasticsearch/example_basic.py        | 105 +++
 modules/generic/example_basic.py              | 115 +++
 modules/google/example_basic.py               | 127 +++
 modules/influxdb/example_basic.py             | 170 ++++
 modules/k3s/example_basic.py                  | 179 ++++
 modules/kafka/example_basic.py                |  80 ++
 modules/keycloak/example_basic.py             | 171 ++++
 modules/localstack/example_basic.py           |  72 ++
 modules/mailpit/example_basic.py              |  62 ++
 modules/memcached/example_basic.py            | 135 +++
 modules/milvus/example_basic.py               | 138 +++
 modules/minio/example_basic.py                | 120 +++
 modules/mongodb/example_basic.py              |  85 ++
 modules/mqtt/example_basic.py                 |  51 ++
 modules/mssql/example_basic.py                | 161 ++++
 modules/mysql/example_basic.py                |  16 +
 modules/nats/example_basic.py                 | 152 ++++
 modules/neo4j/example_basic.py                | 198 +++++
 modules/nginx/example_basic.py                | 116 +++
 modules/ollama/example_basic.py               |  50 ++
 modules/opensearch/example_basic.py           |   0
 modules/oracle-free/example_basic.py          | 140 +++
 modules/postgres/example_basic.py             |  99 +++
 modules/qdrant/example_basic.py               | 149 ++++
 modules/rabbitmq/example_basic.py             |  98 +++
 modules/redis/example_basic.py                |  84 ++
 modules/registry/example_basic.py             |  92 ++
 modules/scylla/example_basic.py               | 153 ++++
 modules/selenium/example_basic.py             |  49 ++
 modules/sftp/example_basic.py                 | 137 +++
 .../examples/01_basic_import.py               |  58 ++
 .../examples/02_module_reloading.py           |  41 +
 .../examples/03_version_specific.py           |  34 +
 .../examples/04_dependencies_and_env.py       |  48 +
 .../examples/05_advanced_features.py          |  59 ++
 modules/trino/example_basic.py                |  66 ++
 modules/vault/example_basic.py                |  75 ++
 modules/weaviate/example_basic.py             | 143 +++
 poetry.lock                                   |   2 +-
 pyproject.toml                                |  94 +-
 142 files changed, 10730 insertions(+), 48 deletions(-)
 create mode 100644 Dockerfile.docs
 create mode 100644 docs/_headers
 create mode 100644 docs/_redirects
 create mode 100644 docs/contributing.md
 create mode 100644 docs/css/extra.css
 create mode 100644 docs/css/tc-header.css
 create mode 100644 docs/favicon.ico
 create mode 100644 docs/features/advanced_features.md
 create mode 100644 docs/features/authentication.md
 create mode 100644 docs/features/building_images.md
 create mode 100644 docs/features/configuration.md
 create mode 100644 docs/features/container_logs.md
 create mode 100644 docs/features/copying_data.md
 create mode 100644 docs/features/creating_container.md
 create mode 100644 docs/features/docker_compose.md
 create mode 100644 docs/features/executing_commands.md
 create mode 100644 docs/features/garbage_collector.md
 create mode 100644 docs/features/networking.md
 create mode 100644 docs/features/wait_strategies.md
 create mode 100644 docs/getting_help.md
 create mode 100644 docs/icons/github.svg
 create mode 100644 docs/icons/slack.svg
 create mode 100644 docs/icons/stackoverflow.svg
 create mode 100644 docs/icons/twitter.svg
 create mode 100644 docs/index.md
 create mode 100644 docs/js/tc-header.js
 create mode 100644 docs/language-logos/dotnet.svg
 create mode 100644 docs/language-logos/go.svg
 create mode 100644 docs/language-logos/haskell.svg
 create mode 100644 docs/language-logos/java.svg
 create mode 100644 docs/language-logos/nodejs.svg
 create mode 100644 docs/language-logos/python.svg
 create mode 100644 docs/language-logos/ruby.svg
 create mode 100644 docs/language-logos/rust.svg
 create mode 100644 docs/logo.png
 create mode 100644 docs/logo.svg
 create mode 100644 docs/modules/arangodb.md
 create mode 100644 docs/modules/aws.md
 create mode 100644 docs/modules/azurite.md
 create mode 100644 docs/modules/cassandra.md
 create mode 100644 docs/modules/chroma.md
 create mode 100644 docs/modules/clickhouse.md
 create mode 100644 docs/modules/cockroachdb.md
 create mode 100644 docs/modules/cosmosdb.md
 create mode 100644 docs/modules/db2.md
 create mode 100644 docs/modules/elasticsearch.md
 create mode 100644 docs/modules/generic.md
 create mode 100644 docs/modules/google.md
 create mode 100644 docs/modules/influxdb.md
 create mode 100644 docs/modules/k3s.md
 create mode 100644 docs/modules/kafka.md
 create mode 100644 docs/modules/keycloak.md
 create mode 100644 docs/modules/localstack.md
 create mode 100644 docs/modules/mailpit.md
 create mode 100644 docs/modules/memcached.md
 create mode 100644 docs/modules/milvus.md
 create mode 100644 docs/modules/minio.md
 create mode 100644 docs/modules/mongodb.md
 create mode 100644 docs/modules/mqtt.md
 create mode 100644 docs/modules/mssql.md
 create mode 100644 docs/modules/mysql.md
 create mode 100644 docs/modules/nats.md
 create mode 100644 docs/modules/neo4j.md
 create mode 100644 docs/modules/nginx.md
 create mode 100644 docs/modules/ollama.md
 create mode 100644 docs/modules/opensearch.md
 create mode 100644 docs/modules/oracle-free.md
 create mode 100644 docs/modules/postgres.md
 create mode 100644 docs/modules/qdrant.md
 create mode 100644 docs/modules/rabbitmq.md
 create mode 100644 docs/modules/redis.md
 create mode 100644 docs/modules/registry.md
 create mode 100644 docs/modules/scylla.md
 create mode 100644 docs/modules/selenium.md
 create mode 100644 docs/modules/sftp.md
 create mode 100644 docs/modules/test_module_import.md
 create mode 100644 docs/modules/trino.md
 create mode 100644 docs/modules/vault.md
 create mode 100644 docs/modules/weaviate.md
 create mode 100644 docs/poetry.lock
 create mode 100644 docs/pyproject.toml
 create mode 100644 docs/quickstart.md
 create mode 100644 docs/requirements.txt
 create mode 100644 docs/system_requirements/docker.md
 create mode 100644 docs/system_requirements/index.md
 create mode 100644 docs/testcontainers-logo.svg
 create mode 100644 docs/theme/main.html
 create mode 100644 docs/theme/partials/header.html
 create mode 100644 docs/theme/partials/nav.html
 create mode 100644 docs/theme/partials/tc-header.html
 create mode 100644 mkdocs.yml
 create mode 100644 modules/arangodb/example_basic.py
 create mode 100644 modules/aws/example_basic.py
 create mode 100644 modules/azurite/example_basic.py
 create mode 100644 modules/cassandra/example_basic.py
 create mode 100644 modules/chroma/example_basic.py
 create mode 100644 modules/clickhouse/example_basic.py
 create mode 100644 modules/cockroachdb/example_basic.py
 create mode 100644 modules/cosmosdb/example_basic.py
 create mode 100644 modules/db2/example_basic.py
 create mode 100644 modules/elasticsearch/example_basic.py
 create mode 100644 modules/generic/example_basic.py
 create mode 100644 modules/google/example_basic.py
 create mode 100644 modules/influxdb/example_basic.py
 create mode 100644 modules/k3s/example_basic.py
 create mode 100644 modules/kafka/example_basic.py
 create mode 100644 modules/keycloak/example_basic.py
 create mode 100644 modules/localstack/example_basic.py
 create mode 100644 modules/mailpit/example_basic.py
 create mode 100644 modules/memcached/example_basic.py
 create mode 100644 modules/milvus/example_basic.py
 create mode 100644 modules/minio/example_basic.py
 create mode 100644 modules/mongodb/example_basic.py
 create mode 100644 modules/mqtt/example_basic.py
 create mode 100644 modules/mssql/example_basic.py
 create mode 100644 modules/mysql/example_basic.py
 create mode 100644 modules/nats/example_basic.py
 create mode 100644 modules/neo4j/example_basic.py
 create mode 100644 modules/nginx/example_basic.py
 create mode 100644 modules/ollama/example_basic.py
 create mode 100644 modules/opensearch/example_basic.py
 create mode 100644 modules/oracle-free/example_basic.py
 create mode 100644 modules/postgres/example_basic.py
 create mode 100644 modules/qdrant/example_basic.py
 create mode 100644 modules/rabbitmq/example_basic.py
 create mode 100644 modules/redis/example_basic.py
 create mode 100644 modules/registry/example_basic.py
 create mode 100644 modules/scylla/example_basic.py
 create mode 100644 modules/selenium/example_basic.py
 create mode 100644 modules/sftp/example_basic.py
 create mode 100644 modules/test_module_import/examples/01_basic_import.py
 create mode 100644 modules/test_module_import/examples/02_module_reloading.py
 create mode 100644 modules/test_module_import/examples/03_version_specific.py
 create mode 100644 modules/test_module_import/examples/04_dependencies_and_env.py
 create mode 100644 modules/test_module_import/examples/05_advanced_features.py
 create mode 100644 modules/trino/example_basic.py
 create mode 100644 modules/vault/example_basic.py
 create mode 100644 modules/weaviate/example_basic.py

diff --git a/.gitignore b/.gitignore
index 18837562c..9da9d0d32 100644
--- a/.gitignore
+++ b/.gitignore
@@ -72,3 +72,6 @@ venv
 .python-version
 .env
 .github-token
+
+# docs build
+site/
diff --git a/Dockerfile.docs b/Dockerfile.docs
new file mode 100644
index 000000000..10944a7d2
--- /dev/null
+++ b/Dockerfile.docs
@@ -0,0 +1,5 @@
+FROM python:3.11-slim
+
+RUN pip install poetry
+
+WORKDIR /docs
diff --git a/Makefile b/Makefile
index 9c820ffa5..855a9d9c3 100644
--- a/Makefile
+++ b/Makefile
@@ -68,3 +68,39 @@ clean-all: clean ## Remove all generated files and reset the local virtual envir
 .PHONY: help
 help:  ## Display command usage
 	@grep -E '^[0-9a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
+
+## --------------------------------------
+
+DOCS_CONTAINER=mkdocs-container
+DOCS_IMAGE=mkdocs-poetry
+DOCS_DOCKERFILE := Dockerfile.docs
+
+.PHONY: clean-docs
+clean-docs:
+	@echo "Destroying docs"
+	@if docker ps -a --format '{{.Names}}' | grep -q '^$(DOCS_CONTAINER)$$'; then \
+		docker rm -f $(DOCS_CONTAINER); \
+	fi
+	@if docker images -q $(DOCS_IMAGE) | grep -q .; then \
+		docker rmi $(DOCS_IMAGE); \
+	fi
+
+.PHONY: docs-ensure-image
+docs-ensure-image:
+	@if [ -z "$$(docker images -q $(DOCS_IMAGE))" ]; then \
+		docker build -f $(DOCS_DOCKERFILE) -t $(DOCS_IMAGE) . ; \
+	fi
+
+.PHONY: serve-docs
+serve-docs: docs-ensure-image
+	docker run --rm --name $(DOCS_CONTAINER) -it -p 8000:8000 \
+		-v $(PWD):/testcontainers-go \
+		-w /testcontainers-go \
+		$(DOCS_IMAGE) bash -c "\
+			cd docs && poetry install --no-root && \
+			poetry run mkdocs serve -f ../mkdocs.yml -a 0.0.0.0:8000"
+
+# Needed if dependencies are added to the docs site
+.PHONY: export-docs-deps
+export-docs-deps:
+	cd docs && poetry export --without-hashes --output requirements.txt
diff --git a/docs/_headers b/docs/_headers
new file mode 100644
index 000000000..e59f34a29
--- /dev/null
+++ b/docs/_headers
@@ -0,0 +1,2 @@
+/search/search_index.json
+  Access-Control-Allow-Origin: *
diff --git a/docs/_redirects b/docs/_redirects
new file mode 100644
index 000000000..e69de29bb
diff --git a/docs/contributing.md b/docs/contributing.md
new file mode 100644
index 000000000..2e5a27c2a
--- /dev/null
+++ b/docs/contributing.md
@@ -0,0 +1,126 @@
+# Contributing to `testcontainers-python`
+
+Welcome to the `testcontainers-python` community!
+This should give you an idea about how we build, test and release `testcontainers-python`!
+
+Highly recommended to read this document thoroughly to understand what we're working on right now
+and what our priorities are before you are trying to contribute something.
+
+This will greatly increase your chances of getting prompt replies as the maintainers are volunteers themselves.
+
+## Before you begin
+
+We recommend following these steps:
+
+1. Finish reading this document.
+2. Read the [recently updated issues](https://github.com/testcontainers/testcontainers-python/issues?q=is%3Aissue+is%3Aopen+sort%3Aupdated-desc){:target="\_blank"}
+3. Look for existing issues on the subject you are interested in - we do our best to label everything correctly
+
+## Local development
+
+### Pre-Requisites
+
+You need to have the following tools available to you:
+
+- `make` - You'll need a GNU Make for common developer activities
+- `poetry` - This is the primary package manager for the project
+- `pyenv` **Recommended**: For installing python versions for your system.
+  Poetry infers the current latest version from what it can find on the `PATH` so you are still fine if you don't use `pyenv`.
+
+### Build and test
+
+- Run `make install` to get `poetry` to install all dependencies and set up `pre-commit`
+  - **Recommended**: Run `make` or `make help` to see other commands available to you.
+- After this, you should have a working virtual environment and proceed with writing code with your favorite IDE
+- **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
+- You can also run `make lint` to run the `pre-commit` for the entire codebase.
+
+## Adding new modules
+
+We have an [issue template](https://github.com/testcontainers/testcontainers-python/blob/main/.github/ISSUE_TEMPLATE/new-container.md){:target="\_blank"} for adding new module containers, please refer to that for more information.
+Once you've talked to the maintainers (we do our best to reply!) then you can proceed with contributing the new container.
+
+!!!WARNING
+
+    Please raise an issue before you try to contribute a new container! It helps maintainersunderstand your use-case and motivation.
+    This way we can keep pull requests forced on the "how", not the "why"! :pray:
+    It also gives maintainers a chance to give you last-minute guidance on caveats orexpectations, particularly with
+    new extra dependencies and how to manage them.
+
+### Module documentation
+
+Leave examples for others with your mew module such as `modules/<new_module>/basic_example.py`. You can create as many examples as you want.
+
+Create a new `docs/modules/<new_module>.md` describing the basic use of the new container. There is a [starter template provided here](https://raw.githubusercontent.com/testcontainers/testcontainers-python/blob/main/docs/modules/template.md){:target="\_blank"}.
+
+!!! important
+
+    Make sure to add your new module to the sidebar nav in the `mkdocs.yml`
+
+## Raising issues
+
+We have [Issue Templates](https://raw.githubusercontent.com/testcontainers/testcontainers-python/refs/heads/main/.github/ISSUE_TEMPLATE/new-container.md){:target="\_blank"} to cover most cases, please try to adhere to them, they will guide you through the process.
+Try to look through the existing issues before you raise a new one.
+
+## Releasing versions
+
+We have automated Semantic Versioning and release via [release-please](https://github.com/testcontainers/testcontainers-python/blob/main/.github/workflows/release-please.yml){:target="\_blank"}.
+This takes care of:
+
+- Detecting the next version, based on the commits that landed on `main`
+- When a Release PR has been merged
+  - Create a GitHub Release with the CHANGELOG included
+  - Update the [CHANGELOG](https://github.com/testcontainers/testcontainers-python/blob/main/CHANGELOG.md){:target="\_blank"}, similar to the GitHub Release
+  - Release to PyPI via a [trusted publisher](https://docs.pypi.org/trusted-publishers/using-a-publisher/){:target="\_blank"}
+  - Automatically script updates in files where it's needed instead of hand-crafting it (i.e. in `pyproject.toml`)
+
+!!!DANGER
+
+    Community modules are supported on a best-effort basis and for maintenance reasons, any change to them
+    is only covered under minor and patch changes.
+    Community modules changes DO NOT contribute to major version changes!
+    If your community module container was broken by a minor or patch version change, check out the change logs!
+
+## Documentation contributions
+
+The _Testcontainers for Go_ documentation is a static site built with [MkDocs](https://www.mkdocs.org/){:target="\_blank"}.
+We use the [Material for MkDocs](https://squidfunk.github.io/mkdocs-material/){:target="\_blank"} theme, which offers a number of useful extensions to MkDocs.
+
+We publish our documentation using Netlify.
+
+### Adding code snippets
+
+To include code snippets in the documentation, we use the [codeinclude plugin](https://github.com/rnorth/mkdocs-codeinclude-plugin){:target="\_blank"}, which uses the following syntax:
+
+> &lt;!--codeinclude--&gt;<br/> > &#91;Human readable title for snippet&#93;(./relative_path_to_example_code.go) targeting_expression<br/> > &#91;Human readable title for snippet&#93;(./relative_path_to_example_code.go) targeting_expression<br/> > &lt;!--/codeinclude--&gt;<br/>
+
+Where each title snippet in the same `codeinclude` block would represent a new tab
+in the snippet, and each `targeting_expression` would be:
+
+- `block:someString` or
+- `inside_block:someString`
+
+Please refer to the [codeinclude plugin documentation](https://github.com/rnorth/mkdocs-codeinclude-plugin){:target="\_blank"} for more information.
+
+### Previewing rendered content
+
+From the root directory of the repository, you can use the following command to build and serve the documentation locally:
+
+```shell
+make serve-docs
+```
+
+It will use a Docker container to install the required dependencies and start a local server at `http://localhost:8000`.
+
+Once finished, you can destroy the container with the following command:
+
+```shell
+make clean-docs
+```
+
+### PR preview deployments
+
+Note that documentation for pull requests will automatically be published by Netlify as 'deploy previews'.
+These deployment previews can be accessed via the `deploy/netlify` check that appears for each pull request.
+
+Please check the GitHub comment Netlify posts on the PR for the URL to the deployment preview.
diff --git a/docs/css/extra.css b/docs/css/extra.css
new file mode 100644
index 000000000..4c700dac4
--- /dev/null
+++ b/docs/css/extra.css
@@ -0,0 +1,136 @@
+h1, h2, h3, h4, h5, h6 {
+    font-family: 'Rubik', sans-serif;
+}
+
+[data-md-color-scheme="testcontainers"] {
+    --md-primary-fg-color:       #00bac2;
+    --md-accent-fg-color:        #361E5B;
+    --md-typeset-a-color:        #0C94AA;
+    --md-primary-fg-color--dark: #291A3F;
+    --md-default-fg-color--lightest: #F2F4FE;
+    --md-footer-fg-color: #361E5B;
+    --md-footer-fg-color--light: #746C8F;
+    --md-footer-fg-color--lighter: #C3BEDE;
+    --md-footer-bg-color: #F7F9FD;
+    --md-footer-bg-color--dark: #F7F9FD;
+}
+
+.card-grid {
+    display: grid;
+    gap: 10px;
+}
+
+.tc-version {
+    font-size: 1.1em;
+    text-align: center;
+    margin: 0;
+}
+
+@media (min-width: 680px) {
+    .card-grid {
+        grid-template-columns: repeat(3, 1fr);
+    }
+}
+
+body .card-grid-item {
+    display: flex;
+    align-items: center;
+    gap: 20px;
+    border: 1px solid #C3BEDE;
+    border-radius: 6px;
+    padding: 16px;
+    font-weight: 600;
+    color: #9991B5;
+    background: #F2F4FE;
+}
+
+body .card-grid-item:hover,
+body .card-grid-item:focus {
+    color: #9991B5;
+}
+
+.card-grid-item[href] {
+    color: var(--md-primary-fg-color--dark);
+    background: transparent;
+}
+
+.card-grid-item[href]:hover,
+.card-grid-item[href]:focus {
+    background: #F2F4FE;
+    color: var(--md-primary-fg-color--dark);
+}
+
+.community-callout-wrapper {
+    padding: 30px 10px 0 10px;
+}
+
+.community-callout {
+    color: #F2F4FE;
+    background: linear-gradient(10.88deg, rgba(102, 56, 242, 0.4) 9.56%, #6638F2 100%), #291A3F;
+    box-shadow: 0px 20px 45px rgba(#9991B5, 0.75);
+    border-radius: 10px;
+    padding: 20px;
+}
+
+.community-callout h2 {
+    font-size: 1.15em;
+    margin: 0 0 20px 0;
+    color: #F2F4FE;
+    text-align: center;
+}
+
+.community-callout ul {
+    list-style: none;
+    padding: 0;
+    display: flex;
+    justify-content: space-between;
+    gap: 10px;
+    margin-top: 20px;
+    margin-bottom: 0;
+}
+
+.community-callout a {
+    transition: opacity 0.2s ease;
+}
+
+.community-callout a:hover {
+    opacity: 0.5;
+}
+
+.community-callout a img {
+    height: 1.75em;
+    width: auto;
+    aspect-ratio: 1;
+}
+
+@media (min-width: 1220px) {
+    .community-callout-wrapper {
+       padding: 40px 0 0;
+    }
+
+    .community-callout h2 {
+        font-size: 1.25em;
+    }
+
+    .community-callout a img {
+        height: 2em;
+    }
+}
+
+@media (min-width: 1600px) {
+    .community-callout h2 {
+        font-size: 1.15em;
+    }
+
+    .community-callout a img {
+        height: 1.75em;
+    }
+}
+
+.md-typeset__table {
+    min-width: 100%;
+ }
+
+ .md-typeset table:not([class]) {
+    display: table;
+}
diff --git a/docs/css/tc-header.css b/docs/css/tc-header.css
new file mode 100644
index 000000000..de78d636e
--- /dev/null
+++ b/docs/css/tc-header.css
@@ -0,0 +1,389 @@
+
+:root {
+    --color-catskill: #F2F4FE;
+    --color-catskill-45: rgba(242, 244, 254, 0.45);
+    --color-mist: #E7EAFB;
+    --color-fog: #C3C7E6;
+    --color-smoke: #9991B5;
+    --color-smoke-75: rgba(153, 145, 181, 0.75);
+    --color-storm: #746C8F;
+    --color-topaz: #00BAC2;
+    --color-pacific: #17A6B2;
+    --color-teal: #027F9E;
+    --color-eggplant: #291A3F;
+    --color-plum: #361E5B;
+
+}
+
+#site-header {
+    color: var(--color-storm);
+    background: #fff;
+    font-family: 'Rubik', Arial, Helvetica, sans-serif;
+    font-size: 12px;
+    line-height: 1.5;
+    position: relative;
+    width: 100%;
+    z-index: 4;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 20px;
+    padding: 20px;
+}
+
+body.tc-header-active #site-header {
+    z-index: 5;
+}
+
+#site-header .brand {
+    display: flex;
+    justify-content: space-between;
+    gap: 20px;
+    width: 100%;
+}
+
+#site-header .logo {
+    display: flex;
+}
+
+#site-header .logo img,
+#site-header .logo svg {
+    height: 30px;
+    width: auto;
+    max-width: 100%;
+}
+
+#site-header #mobile-menu-toggle {
+    background: none;
+    border: none;
+    display: flex;
+    align-items: center;
+    gap: 10px;
+    cursor: pointer;
+    color: var(--color-eggplant);
+    padding: 0;
+    margin: 0;
+    font-weight: 500;
+}
+
+body.mobile-menu #site-header #mobile-menu-toggle {
+    color: var(--color-topaz);
+}
+
+#site-header ul {
+    list-style: none;
+    padding: 0;
+    margin: 0;
+}
+
+#site-header nav {
+    display: none;
+}
+
+#site-header .menu-item {
+    display: flex;
+}
+
+#site-header .menu-item button,
+#site-header .menu-item a {
+    min-height: 30px;
+    display: flex;
+    gap: 6px;
+    align-items: center;
+    border: none;
+    background: none;
+    cursor: pointer;
+    padding: 0;
+    font-weight: 500;
+    color: var(--color-eggplant);
+    text-decoration: none;
+    font-size: 14px;
+    transition: color 0.2s ease;
+    white-space: nowrap;
+}
+
+#site-header .menu-item .badge {
+    color: white;
+    font-size: 10px;
+    padding: 2px 6px;
+    background-color: #0FD5C6; // somehow $topaz is too dark for me.
+text-align: center;
+    text-decoration: none;
+    display: inline-block;
+    border-radius: 6px;
+    &:hover {
+
+    }
+}
+
+#site-header .menu-item button:hover,
+#site-header .menu-item a:hover {
+    color: var(--color-topaz);
+}
+
+#site-header .menu-item button .icon-external,
+#site-header .menu-item a .icon-externa {
+    margin-left: auto;
+    opacity: .3;
+    flex-shrink: 0;
+}
+
+#site-header .menu-item button .icon-caret,
+#site-header .menu-item a .icon-caret {
+    opacity: .3;
+    height: 8px;
+}
+
+#site-header .menu-item button .icon-slack,
+#site-header .menu-item a .icon-slack,
+#site-header .menu-item button .icon-github,
+#site-header .menu-item a .icon-github {
+    height: 18px;
+}
+
+#site-header .menu-item .menu-dropdown {
+    flex-direction: column;
+}
+
+body #site-header .menu-item .menu-dropdown {
+    display: none;
+}
+
+#site-header .menu-item.has-children.active .menu-dropdown {
+    display: flex;
+    z-index: 10;
+}
+
+#site-header .menu-dropdown-item + .menu-dropdown-item {
+    border-top: 1px solid var(--color-mist);
+}
+
+#site-header .menu-dropdown-item a {
+    display: flex;
+    gap: 10px;
+    align-items: center;
+    padding: 10px 20px;
+    font-weight: 500;
+    color: var(--color-eggplant);
+    text-decoration: none;
+    transition:
+        color 0.2s ease,
+        background 0.2s ease;
+}
+
+#site-header .menu-dropdown-item a .icon-external {
+    margin-left: auto;
+    color: var(--color-fog);
+    flex-shrink: 0;
+    opacity: 1;
+}
+
+#site-header .menu-dropdown-item a:hover {
+    background-color: var(--color-catskill-45);
+}
+
+#site-header .menu-dropdown-item a:hover .icon-external {
+    color: var(--color-topaz);
+}
+
+#site-header .menu-dropdown-item a img {
+    height: 24px;
+}
+
+.md-header {
+    background-color: var(--color-catskill);
+    color: var(--color-eggplant);
+}
+
+.md-header.md-header--shadow {
+    box-shadow: none;
+}
+
+.md-header__inner.md-grid {
+    max-width: 100%;
+    padding: 1.5px 20px;
+}
+
+[dir=ltr] .md-header__title {
+    margin: 0;
+}
+
+.md-header__topic:first-child {
+    font-size: 16px;
+    font-weight: 500;
+    font-family: 'Rubik', Arial, Helvetica, sans-serif;
+}
+
+.md-header__title.md-header__title--active .md-header__topic,
+.md-header__title[data-md-state=active] .md-header__topic {
+    opacity: 1;
+    pointer-events: all;
+    transform: translateX(0);
+    transition: none;
+    z-index: 0;
+}
+
+.md-header__topic a {
+    max-width: 100%;
+    overflow: hidden;
+    text-overflow: ellipsis;
+    transition: color .2s ease;
+}
+
+.md-header__topic a:hover {
+    color: var(--color-topaz);
+}
+
+div.md-header__source {
+    width: auto;
+}
+
+div.md-source__repository {
+    max-width: 100%;
+}
+
+.md-main {
+    padding: 0 12px;
+}
+
+@media screen and (min-width: 60em) {
+    form.md-search__form {
+        background-color: #FBFBFF;
+        color: var(--color-storm);
+    }
+
+    form.md-search__form:hover {
+        background-color: #fff;
+    }
+
+    .md-search__input + .md-search__icon {
+        color: var(--color-plum);
+    }
+
+    .md-search__input::placeholder {
+        color: var(--color-smoke);
+    }
+}
+
+@media (min-width: 500px) {
+    #site-header {
+        font-size: 16px;
+        padding: 20px 40px;
+    }
+    #site-header .logo img,
+    #site-header .logo svg {
+        height: 48px;
+    }
+
+    #site-header .menu-item button .icon-caret,
+    #site-header .menu-item a .icon-caret {
+        height: 10px;
+    }
+
+    #site-header .menu-item button .icon-slack,
+    #site-header .menu-item a .icon-slack,
+    #site-header .menu-item button .icon-github,
+    #site-header .menu-item a .icon-github {
+        height: 24px;
+    }
+
+    .md-header__inner.md-grid {
+        padding: 5px 40px;
+    }
+
+    .md-main {
+        padding: 0 32px;
+    }
+}
+
+@media (min-width: 1024px) {
+    #site-header #mobile-menu-toggle {
+        display: none;
+    }
+
+    #site-header nav {
+        display: block;
+    }
+
+    #site-header .menu {
+        display: flex;
+        justify-content: center;
+        gap: 30px;
+    }
+
+    #site-header .menu-item {
+        align-items: center;
+        position: relative;
+    }
+
+    #site-header .menu-item button,
+    #site-header .menu-item a {
+        min-height: 48px;
+        gap: 8px;
+        font-size: 16px;
+    }
+
+    #site-header .menu-item .menu-dropdown {
+        position: absolute;
+        top: 100%;
+        right: -8px;
+        border: 1px solid var(--color-mist);
+        border-radius: 6px;
+        background: #fff;
+        box-shadow: 0px 30px 35px var(--color-smoke-75);
+        min-width: 200px;
+    }
+}
+
+
+@media (max-width: 1023px) {
+    #site-header {
+        flex-direction: column;
+    }
+
+    body.mobile-tc-header-active #site-header {
+        z-index: 5;
+    }
+
+    body.mobile-menu #site-header nav {
+        display: flex;
+    }
+
+    #site-header nav {
+        position: absolute;
+        top: calc(100% - 5px);
+        width: calc(100% - 80px);
+        flex-direction: column;
+        border: 1px solid var(--color-mist);
+        border-radius: 6px;
+        background: #fff;
+        box-shadow: 0px 30px 35px var(--color-smoke-75);
+        min-width: 200px;
+    }
+
+    #site-header .menu-item {
+        flex-direction: column;
+    }
+    #site-header .menu-item + .menu-item {
+        border-top: 1px solid var(--color-mist);
+    }
+
+    #site-header .menu-item button,
+    #site-header .menu-item a {
+        padding: 10px 20px;
+    }
+
+    #site-header .menu-item.has-children.active .menu-dropdown {
+        border-top: 1px solid var(--color-mist);
+    }
+
+    #site-header .menu-dropdown-item a {
+        padding: 10px 20px 10px 30px;
+    }
+}
+
+@media (max-width: 499px) {
+    #site-header nav {
+        width: calc(100% - 40px);
+    }
+}
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diff --git a/docs/features/advanced_features.md b/docs/features/advanced_features.md
new file mode 100644
index 000000000..e1f1ee2fc
--- /dev/null
+++ b/docs/features/advanced_features.md
@@ -0,0 +1,424 @@
+# Advanced Features and Best Practices
+
+This document covers advanced features and best practices for using testcontainers-python in complex scenarios.
+
+## Docker-in-Docker (DinD) Support
+
+Testcontainers-python provides robust support for running tests inside Docker containers, enabling true isolation and reproducibility of test environments. This feature is particularly valuable for CI/CD pipelines, integration testing, and scenarios requiring consistent, isolated environments.
+
+### Use Cases
+
+- **CI/CD Pipelines**: Run tests in isolated containers within your CI environment
+- **Integration Testing**: Test interactions between multiple services in a controlled environment
+- **Environment Consistency**: Ensure tests run in the same environment across different machines
+- **Resource Isolation**: Prevent test interference and resource conflicts
+
+### Connection Modes
+
+Testcontainers-python supports three connection modes for container networking:
+
+- **`bridge_ip`**: Use this mode when containers need to communicate over a bridge network. This is the default mode and provides isolated network communication between containers.
+- **`gateway_ip`**: Use this mode when containers need to access the host network. This is useful when containers need to communicate with services running on the host machine.
+- **`docker_host`**: Use this mode for local development. This mode uses the host's Docker socket directly, which is more efficient but provides less isolation.
+
+### Network Configuration
+
+Here's how to set up container networking:
+
+```python
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.network import Network
+
+# Create an isolated network
+network = Network()
+
+# Create containers on the network
+container1 = DockerContainer("nginx:alpine")
+container1.with_network(network)
+container1.with_network_aliases(["web"])
+
+container2 = DockerContainer("redis:alpine")
+container2.with_network(network)
+container2.with_network_aliases(["cache"])
+```
+
+### Volume Mounting
+
+Mount host directories into containers for data persistence or configuration:
+
+```python
+container = DockerContainer("nginx:alpine")
+container.with_volume_mapping("/host/path", "/container/path", "ro")  # Read-only mount
+container.with_volume_mapping("/host/data", "/container/data", "rw")  # Read-write mount
+```
+
+### Best Practices
+
+When working with Docker-in-Docker, it's crucial to follow a comprehensive set of best practices to ensure optimal performance, security, and maintainability. Start by carefully managing your resources: set appropriate memory and CPU limits for your containers, actively monitor their resource usage, and ensure proper cleanup after tests complete. This helps prevent resource exhaustion and maintains system stability.
+
+Security should be a top priority in your DinD implementation. Always use read-only volume mounts when possible to prevent unauthorized modifications, avoid running containers with privileged access unless absolutely necessary, and implement proper network isolation to prevent unauthorized access between containers. These measures help maintain a secure testing environment.
+
+For optimal performance, focus on using appropriate base images. Alpine-based images are often a good choice due to their small footprint, but consider your specific needs. Implement proper health checks to ensure containers are truly ready before proceeding with tests, and consider using container caching strategies to speed up test execution. When dealing with complex setups, consider using Docker Compose to manage multiple containers and their interactions.
+
+## ARM64 Support
+
+Testcontainers-python provides comprehensive support for ARM64 architecture through automatic emulation, making it seamless to run tests on ARM-based systems like Apple Silicon (M1/M2) Macs and ARM-based cloud instances.
+
+### Using ARM64 Support
+
+```python
+from testcontainers.core.container import DockerContainer
+
+# Basic usage with automatic emulation
+container = DockerContainer("nginx:alpine")
+container.maybe_emulate_amd64()  # Automatically handles ARM64 emulation
+
+# Advanced configuration with resource limits
+container = DockerContainer("nginx:alpine")
+container.maybe_emulate_amd64()
+container.with_memory_limit("512m")
+container.with_cpu_limit(0.5)  # Use 50% of available CPU
+```
+
+### Performance Considerations
+
+1. **Emulation Overhead**:
+     - Expect 20-30% performance impact when running x86_64 containers on ARM
+     - Use ARM-native images when available for better performance
+     - Consider using multi-architecture images (e.g., `nginx:alpine`)
+
+2. **Resource Management**:
+     - Monitor memory usage during emulation
+     - Adjust CPU limits based on your workload
+     - Use appropriate base images to minimize emulation overhead
+
+### Best Practices
+
+When working with ARM64 architecture, a thoughtful approach to image selection and resource management is essential. Prioritize using multi-architecture images when available, as they provide the best compatibility across different platforms. For optimal performance, use minimal base images to reduce emulation overhead, and thoroughly test your setup with different image variants to find the best balance between size and functionality.
+
+In your development workflow, ensure you test your applications on both ARM and x86_64 environments to catch any architecture-specific issues early. When setting up CI/CD pipelines, make sure they support ARM64 architecture and document any architecture-specific considerations in your project documentation. This helps maintain consistency across different development environments and deployment targets.
+
+## TCP Forwarding with Socat
+
+The `SocatContainer` provides powerful TCP forwarding capabilities, enabling complex networking scenarios and service communication patterns.
+
+### Using Socat Container
+
+```python
+from testcontainers.socat import SocatContainer
+
+# Basic TCP forwarding
+socat = SocatContainer()
+socat.with_target(8080, "host.docker.internal", 80)
+socat.start()
+
+# Multiple port forwarding
+socat = SocatContainer()
+socat.with_target(8080, "host.docker.internal", 80)
+socat.with_target(5432, "postgres", 5432)  # Forward to another container
+socat.start()
+
+# UDP forwarding
+socat = SocatContainer()
+socat.with_target(53, "8.8.8.8", 53, protocol="udp")
+socat.start()
+```
+
+### Advanced Configuration
+
+```python
+# Custom Socat options
+socat = SocatContainer()
+socat.with_option("-d")  # Enable debug output
+socat.with_option("-v")  # Verbose mode
+socat.with_target(8080, "host.docker.internal", 80)
+socat.start()
+```
+
+### Best Practices
+
+When working with Socat, security should be your primary concern. Only forward the ports that are absolutely necessary for your application to function, and implement appropriate access controls to prevent unauthorized access. For sensitive traffic, consider using TLS to encrypt the forwarded connections. Regularly monitor your forwarded connections to detect any suspicious activity or performance issues.
+
+Performance optimization is crucial for maintaining a responsive system. Monitor connection latency to identify potential bottlenecks, and adjust buffer sizes based on your specific use case. For high-load scenarios, consider implementing connection pooling to manage resources efficiently. Regular maintenance is also important: document your forwarding rules clearly, implement proper cleanup procedures, and monitor connection health to ensure reliable operation.
+
+## Environment Variables and Configuration
+
+Testcontainers-python offers flexible configuration options through environment variables, configuration files, and properties.
+
+### Using Environment Variables
+
+**Direct Environment Variables**:
+
+```python
+container = DockerContainer("nginx:alpine")
+container.with_env("NGINX_HOST", "example.com")
+container.with_env("NGINX_PORT", "8080")
+container.with_env("DEBUG", "true")
+```
+
+**Environment Files**:
+
+```python
+# .env file
+NGINX_HOST=example.com
+NGINX_PORT=8080
+DEBUG=true
+
+# Python code
+container = DockerContainer("nginx:alpine")
+container.with_env_file(".env")
+```
+
+**Configuration Properties**:
+
+```properties
+# .testcontainers.properties
+ryuk.container.privileged=true
+ryuk.reconnection.timeout=10s
+docker.client.strategy=org.testcontainers.dockerclient.UnixSocketClientProviderStrategy
+```
+
+### Best Practices
+
+Configuration management in testcontainers-python requires a careful balance between flexibility and security. Never commit sensitive data to version control; instead, use environment variables for secrets and consider implementing a secrets manager for more complex scenarios. When dealing with configuration files, ensure they are well-documented and include validation to catch errors early.
+
+In your development workflow, provide example configuration files to help new team members get started quickly. Document all required environment variables and their purposes, and implement configuration testing to catch issues before they reach production. Use configuration templates to maintain consistency across different environments while allowing for environment-specific customization.
+
+## Container Health Checks
+
+Testcontainers-python provides robust health checking mechanisms to ensure containers are ready for testing.
+
+### Custom Health Checks
+
+```python
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import wait_container_is_ready
+import requests
+
+class WebContainer(DockerContainer):
+    @wait_container_is_ready()
+    def _connect(self):
+        response = requests.get(f"http://{self.get_container_host_ip()}:{self.get_exposed_port(80)}")
+        return response.status_code == 200
+
+class DatabaseContainer(DockerContainer):
+    @wait_container_is_ready()
+    def _connect(self):
+        # Implement database connection check
+        pass
+```
+
+### Health Check Strategies
+
+1. **HTTP Health Checks**:
+     - Check HTTP endpoints
+     - Verify response status codes
+     - Validate response content
+
+2. **TCP Health Checks**:
+     - Verify port availability
+     - Check connection establishment
+     - Monitor connection stability
+
+3. **Application-Specific Checks**:
+     - Verify service readiness
+     - Check data consistency
+     - Validate business logic
+
+### Best Practices
+
+Health checks are a critical component of reliable containerized applications. When implementing health checks, use appropriate timeouts and implement retry mechanisms to handle temporary issues gracefully. Log health check failures with sufficient detail to aid in debugging, and consider using multiple check strategies to ensure comprehensive coverage of your application's health.
+
+Monitoring is essential for maintaining system health. Track health check metrics to identify patterns and potential issues, implement proper logging to capture relevant information, and set up alerts for failures to enable quick response to problems. Regular maintenance is also important: review your health checks periodically, update check criteria as your application evolves, and test check reliability to ensure they continue to provide accurate information.
+
+## Error Handling and Debugging
+
+### Common Issues and Solutions
+
+**Container Startup Failures**:
+
+```python
+try:
+    container = DockerContainer("nginx:alpine")
+    container.start()
+except Exception as e:
+    print(f"Container startup failed: {e}")
+    print(f"Container logs: {container.get_logs()}")
+    raise
+```
+
+**Network Issues**:
+
+```python
+# Debug network configuration
+container_id = container.get_wrapped_container().id
+network_info = container.get_docker_client().inspect_network(network_name)
+print(f"Network configuration: {network_info}")
+
+# Check container connectivity
+host_ip = container.get_container_host_ip()
+print(f"Container host IP: {host_ip}")
+```
+
+**Resource Cleanup**:
+
+```python
+from contextlib import contextmanager
+
+@contextmanager
+def managed_container():
+    container = DockerContainer("nginx:alpine")
+    try:
+        container.start()
+        yield container
+    finally:
+        container.stop()
+        container.remove()
+```
+
+### Debugging Tools
+
+**Container Logs**:
+
+```python
+# Get all logs
+stdout, stderr = container.get_logs()
+
+# Get recent logs
+stdout, stderr = container.get_logs(since="2024-01-01T00:00:00Z")
+
+# Follow logs
+for line in container.get_logs(stream=True):
+    print(line)
+```
+
+**Container Information**:
+
+```python
+# Get container details
+container_id = container.get_wrapped_container().id
+container_info = container.get_docker_client().inspect_container(container_id)
+
+# Get resource usage
+stats = container.get_docker_client().stats(container_id)
+```
+
+**Network Information**:
+
+```python
+# Get network details
+network_name = container.get_docker_client().network_name(container_id)
+network_info = container.get_docker_client().inspect_network(network_name)
+
+# List connected containers
+connected_containers = container.get_docker_client().list_containers(
+    filters={"network": network_name}
+)
+```
+
+### Best Practices
+
+Error handling and debugging in containerized environments require a systematic approach. Start by implementing proper validation and using appropriate timeouts to prevent common issues. Set up monitoring to catch problems early, and document known issues and their solutions to help team members resolve similar problems quickly.
+
+When debugging issues, collect relevant logs and analyze error patterns to identify root causes. Use appropriate tools for different types of problems, and document your solutions to build a knowledge base for future reference. Regular maintenance is crucial: perform regular system checks, keep documentation up to date, monitor error rates, and implement improvements based on your findings.
+
+## Performance Optimization
+
+Optimizing the performance of your testcontainers-python setup is crucial for maintaining efficient test execution and resource utilization. This section covers key strategies and best practices for achieving optimal performance.
+
+### Image Selection and Management
+
+The choice of base images significantly impacts your container's performance and resource usage. When selecting images, consider the following:
+
+```python
+# Using minimal base images
+container = DockerContainer("nginx:alpine")  # ~7MB
+container = DockerContainer("python:3.9-slim")  # ~125MB
+container = DockerContainer("python:3.9")  # ~900MB
+
+# Using multi-stage builds for custom images
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.docker_client import DockerClient
+
+client = DockerClient()
+client.build_image(
+    path=".",
+    tag="my-optimized-app:latest",
+    dockerfile="""
+    FROM python:3.9-slim as builder
+    WORKDIR /app
+    COPY requirements.txt .
+    RUN pip install --no-cache-dir -r requirements.txt
+
+    FROM python:3.9-slim
+    WORKDIR /app
+    COPY --from=builder /usr/local/lib/python3.9/site-packages /usr/local/lib/python3.9/site-packages
+    COPY . .
+    """
+)
+```
+
+### Resource Management
+
+Proper resource allocation is essential for maintaining system stability and performance. Here's how to manage resources effectively:
+
+```python
+# Setting resource limits
+container = DockerContainer("nginx:alpine")
+container.with_memory_limit("512m")  # Limit memory usage
+container.with_cpu_limit(0.5)  # Use 50% of available CPU
+container.with_shm_size("256m")  # Set shared memory size
+
+# Monitoring resource usage
+stats = container.get_docker_client().stats(container.get_wrapped_container().id)
+print(f"CPU Usage: {stats['cpu_stats']['cpu_usage']['total_usage']}")
+print(f"Memory Usage: {stats['memory_stats']['usage']}")
+```
+
+### Parallel Execution
+
+Running tests in parallel can significantly reduce overall execution time. Here's how to implement parallel execution:
+
+```python
+import concurrent.futures
+from testcontainers.core.container import DockerContainer
+
+def run_test(container_config):
+    with DockerContainer(**container_config) as container:
+        # Run your test
+        pass
+
+# Run multiple containers in parallel
+container_configs = [
+    {"image": "nginx:alpine", "ports": {"80": 8080}},
+    {"image": "redis:alpine", "ports": {"6379": 6379}},
+    {"image": "postgres:alpine", "ports": {"5432": 5432}}
+]
+
+with concurrent.futures.ThreadPoolExecutor(max_workers=3) as executor:
+    futures = [executor.submit(run_test, config) for config in container_configs]
+    concurrent.futures.wait(futures)
+```
+
+### Caching Strategies
+
+Implementing effective caching strategies can significantly improve test execution time:
+
+```python
+# Using Docker layer caching
+container = DockerContainer("python:3.9-slim")
+container.with_volume_mapping(
+    "${HOME}/.cache/pip",  # Host pip cache
+    "/root/.cache/pip",    # Container pip cache
+    "rw"
+)
+
+# Using build cache
+client = DockerClient()
+client.build_image(
+    path=".",
+    tag="my-app:latest",
+    dockerfile="Dockerfile",
+    buildargs={"BUILDKIT_INLINE_CACHE": "1"}
+)
+```
diff --git a/docs/features/authentication.md b/docs/features/authentication.md
new file mode 100644
index 000000000..138fd6816
--- /dev/null
+++ b/docs/features/authentication.md
@@ -0,0 +1,109 @@
+# Docker Authentication
+
+Testcontainers-Python supports various methods of authenticating with Docker registries. This is essential when working with private registries or when you need to pull images that require authentication.
+
+## Basic Authentication
+
+The simplest way to authenticate is using Docker's built-in credential store. Testcontainers-Python will automatically use credentials stored by Docker:
+
+```python
+from testcontainers.generic import GenericContainer
+
+# Docker will automatically use stored credentials
+container = GenericContainer("private.registry.com/myimage:latest")
+```
+
+## Environment Variables
+
+You can provide registry credentials using environment variables:
+
+```bash
+# Set registry credentials
+export DOCKER_USERNAME=myuser
+export DOCKER_PASSWORD=mypassword
+export DOCKER_REGISTRY=private.registry.com
+```
+
+## Configuration File
+
+You can also configure authentication in the `.testcontainers.properties` file:
+
+```properties
+registry.username=myuser
+registry.password=mypassword
+registry.url=private.registry.com
+```
+
+## Programmatic Authentication
+
+For more control, you can provide credentials programmatically:
+
+```python
+from testcontainers.core.config import TestcontainersConfiguration
+
+# Configure registry credentials
+config = TestcontainersConfiguration()
+config.registry_username = "myuser"
+config.registry_password = "mypassword"
+config.registry_url = "private.registry.com"
+
+# Use the configuration
+container = GenericContainer("private.registry.com/myimage:latest")
+```
+
+## AWS ECR Authentication
+
+For Amazon Elastic Container Registry (ECR), Testcontainers-Python supports automatic authentication:
+
+```python
+from testcontainers.generic import GenericContainer
+
+# ECR authentication is handled automatically
+container = GenericContainer("123456789012.dkr.ecr.region.amazonaws.com/myimage:latest")
+```
+
+## Google Container Registry (GCR)
+
+For Google Container Registry, you can use Google Cloud credentials:
+
+```python
+from testcontainers.generic import GenericContainer
+
+# GCR authentication using Google Cloud credentials
+container = GenericContainer("gcr.io/myproject/myimage:latest")
+```
+
+## Azure Container Registry (ACR)
+
+For Azure Container Registry, you can use Azure credentials:
+
+```python
+from testcontainers.generic import GenericContainer
+
+# ACR authentication using Azure credentials
+container = GenericContainer("myregistry.azurecr.io/myimage:latest")
+```
+
+## Best Practices
+
+1. Never commit credentials to version control
+2. Use environment variables or secure credential stores
+3. Rotate credentials regularly
+4. Use the least privileged credentials necessary
+5. Consider using Docker credential helpers
+6. Use registry-specific authentication when available
+7. Keep credentials secure and encrypted
+8. Use separate credentials for different environments
+
+## Troubleshooting
+
+If you encounter authentication issues:
+
+1. Verify your credentials are correct
+2. Check if the registry is accessible
+3. Ensure your Docker daemon is running
+4. Check Docker's credential store
+5. Verify network connectivity
+6. Check for any proxy settings
+7. Look for any rate limiting
+8. Check registry-specific requirements
diff --git a/docs/features/building_images.md b/docs/features/building_images.md
new file mode 100644
index 000000000..d59e14a2b
--- /dev/null
+++ b/docs/features/building_images.md
@@ -0,0 +1,190 @@
+# Building Images from Dockerfiles
+
+Testcontainers-Python allows you to build Docker images from Dockerfiles during test execution. This is useful when you need to test custom images or when you want to ensure your Dockerfile builds correctly.
+
+## Basic Image Building
+
+The simplest way to build an image is using the `build_image` function:
+
+```python
+from testcontainers.core.container import build_image
+
+# Build an image from a Dockerfile
+image = build_image(
+    path="path/to/dockerfile/directory",
+    tag="myapp:test"
+)
+
+# Use the built image
+with GenericContainer(image) as container:
+    # Your test code here
+    pass
+```
+
+## Building with Options
+
+You can customize the build process with various options:
+
+```python
+# Build with specific Dockerfile
+image = build_image(
+    path="path/to/dockerfile/directory",
+    dockerfile="Dockerfile.test",
+    tag="myapp:test"
+)
+
+# Build with build arguments
+image = build_image(
+    path="path/to/dockerfile/directory",
+    buildargs={
+        "VERSION": "1.0.0",
+        "ENVIRONMENT": "test"
+    },
+    tag="myapp:test"
+)
+
+# Build with target stage
+image = build_image(
+    path="path/to/dockerfile/directory",
+    target="test",
+    tag="myapp:test"
+)
+```
+
+## Building with Context
+
+You can specify a build context:
+
+```python
+# Build with specific context
+image = build_image(
+    path="path/to/dockerfile/directory",
+    context="path/to/build/context",
+    tag="myapp:test"
+)
+```
+
+## Building with Cache
+
+You can control build caching:
+
+```python
+# Build without cache
+image = build_image(
+    path="path/to/dockerfile/directory",
+    nocache=True,
+    tag="myapp:test"
+)
+
+# Build with specific cache from
+image = build_image(
+    path="path/to/dockerfile/directory",
+    cache_from=["myapp:latest"],
+    tag="myapp:test"
+)
+```
+
+## Building with Platform
+
+You can specify the target platform:
+
+```python
+# Build for specific platform
+image = build_image(
+    path="path/to/dockerfile/directory",
+    platform="linux/amd64",
+    tag="myapp:test"
+)
+```
+
+## Building with Labels
+
+You can add labels to the built image:
+
+```python
+# Build with labels
+image = build_image(
+    path="path/to/dockerfile/directory",
+    labels={
+        "test": "true",
+        "environment": "test"
+    },
+    tag="myapp:test"
+)
+```
+
+## Best Practices
+
+1. Use appropriate tags
+2. Clean up built images
+3. Use build arguments for configuration
+4. Consider build context size
+5. Use appropriate build caching
+6. Handle build failures
+7. Use appropriate platforms
+8. Add meaningful labels
+
+## Common Use Cases
+
+### Building Test Images
+
+```python
+def test_custom_image():
+    # Build test image
+    image = build_image(
+        path="path/to/dockerfile/directory",
+        buildargs={"TEST_MODE": "true"},
+        tag="myapp:test"
+    )
+
+    # Use the test image
+    with GenericContainer(image) as container:
+        # Your test code here
+        pass
+```
+
+### Building with Dependencies
+
+```python
+def test_with_dependencies():
+    # Build base image
+    base_image = build_image(
+        path="path/to/base/dockerfile/directory",
+        tag="myapp:base"
+    )
+
+    # Build test image using base
+    test_image = build_image(
+        path="path/to/test/dockerfile/directory",
+        cache_from=[base_image],
+        tag="myapp:test"
+    )
+```
+
+### Building for Different Environments
+
+```python
+def test_different_environments():
+    # Build for different environments
+    environments = ["dev", "test", "staging"]
+
+    for env in environments:
+        image = build_image(
+            path="path/to/dockerfile/directory",
+            buildargs={"ENVIRONMENT": env},
+            tag=f"myapp:{env}"
+        )
+```
+
+## Troubleshooting
+
+If you encounter issues with image building:
+
+1. Check Dockerfile syntax
+2. Verify build context
+3. Check for missing files
+4. Verify build arguments
+5. Check for platform compatibility
+6. Verify cache settings
+7. Check for resource limits
+8. Verify Docker daemon state
diff --git a/docs/features/configuration.md b/docs/features/configuration.md
new file mode 100644
index 000000000..9b3e95681
--- /dev/null
+++ b/docs/features/configuration.md
@@ -0,0 +1,160 @@
+# Custom Configuration
+
+You can override some default properties if your environment requires it.
+
+## Configuration Locations
+
+The configuration will be loaded from multiple locations. Properties are considered in the following order:
+
+1. Environment variables
+2. `.testcontainers.properties` in the user's home folder. Example locations:
+   **Linux:** `/home/myuser/.testcontainers.properties`
+   **Windows:** `C:/Users/myuser/.testcontainers.properties`
+   **macOS:** `/Users/myuser/.testcontainers.properties`
+
+Note that when using environment variables, configuration property names should be set in uppercase with underscore separators, preceded by `TESTCONTAINERS_` - e.g. `ryuk.disabled` becomes `TESTCONTAINERS_RYUK_DISABLED`.
+
+### Supported Properties
+
+Testcontainers-Python provides a configuration class to represent the settings:
+
+```python
+from testcontainers.core.config import TestcontainersConfiguration
+
+# Default configuration
+config = TestcontainersConfiguration()
+
+# Access configuration values
+max_tries = config.max_tries
+sleep_time = config.sleep_time
+ryuk_image = config.ryuk_image
+ryuk_privileged = config.ryuk_privileged
+ryuk_disabled = config.ryuk_disabled
+ryuk_docker_socket = config.ryuk_docker_socket
+ryuk_reconnection_timeout = config.ryuk_reconnection_timeout
+tc_host_override = config.tc_host_override
+```
+
+The following properties are supported:
+
+| Property                    | Environment Variable                        | Description                                          | Default                   |
+| --------------------------- | ------------------------------------------- | ---------------------------------------------------- | ------------------------- |
+| `tc.host`                   | `TC_HOST` or `TESTCONTAINERS_HOST_OVERRIDE` | Testcontainers host address                          | -                         |
+| `docker.host`               | `DOCKER_HOST`                               | Address of the Docker daemon                         | -                         |
+| `docker.tls.verify`         | `DOCKER_TLS_VERIFY`                         | Enable/disable TLS verification                      | 0                         |
+| `docker.cert.path`          | `DOCKER_CERT_PATH`                          | Path to Docker certificates                          | -                         |
+| `ryuk.disabled`             | `TESTCONTAINERS_RYUK_DISABLED`              | Disable the Garbage Collector                        | false                     |
+| `ryuk.container.privileged` | `TESTCONTAINERS_RYUK_PRIVILEGED`            | Run Ryuk in privileged mode                          | false                     |
+| `ryuk.reconnection.timeout` | `RYUK_RECONNECTION_TIMEOUT`                 | Time to wait before reconnecting                     | 10s                       |
+| `ryuk.image`                | `RYUK_CONTAINER_IMAGE`                      | Ryuk container image                                 | testcontainers/ryuk:0.8.1 |
+| `connection.mode`           | `TESTCONTAINERS_CONNECTION_MODE`            | Connection mode (bridge_ip, gateway_ip, docker_host) | -                         |
+
+Additional configuration options:
+
+| Environment Variable  | Description                                 | Default |
+| --------------------- | ------------------------------------------- | ------- |
+| `TC_MAX_TRIES`        | Maximum number of connection attempts       | 120     |
+| `TC_POOLING_INTERVAL` | Time between connection attempts            | 1       |
+| `DOCKER_AUTH_CONFIG`  | Docker authentication config (experimental) | -       |
+
+## Docker Host Detection
+
+Testcontainers-Python will attempt to detect the Docker environment and configure everything to work automatically.
+
+However, sometimes customization is required. Testcontainers-Python will respect the following order:
+
+1. Read the **tc.host** property in the `~/.testcontainers.properties` file. E.g. `tc.host=tcp://my.docker.host:1234`
+
+2. Read the **TC_HOST** or **TESTCONTAINERS_HOST_OVERRIDE** environment variable. E.g. `TC_HOST=tcp://my.docker.host:1234`
+
+3. Read the **DOCKER_HOST** environment variable. E.g. `DOCKER_HOST=unix:///var/run/docker.sock`
+   See [Docker environment variables](https://docs.docker.com/engine/reference/commandline/cli/#environment-variables) for more information.
+
+4. Read the default Docker socket path, without the unix schema. E.g. `/var/run/docker.sock`
+
+5. Read the **docker.host** property in the `~/.testcontainers.properties` file. E.g. `docker.host=tcp://my.docker.host:1234`
+
+6. Read the rootless Docker socket path, checking the following alternative locations:
+
+   1. `${XDG_RUNTIME_DIR}/.docker/run/docker.sock`
+   2. `${HOME}/.docker/run/docker.sock`
+   3. `${HOME}/.docker/desktop/docker.sock`
+   4. `/run/user/${UID}/docker.sock`, where `${UID}` is the user ID of the current user
+
+7. The library will raise a `DockerHostError` if none of the above are set, meaning that the Docker host was not detected.
+
+## Docker Socket Path Detection
+
+Testcontainers-Python will attempt to detect the Docker socket path and configure everything to work automatically.
+
+However, sometimes customization is required. Testcontainers-Python will respect the following order:
+
+1. Read the **TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE** environment variable. Path to Docker's socket. Used by Ryuk, Docker Compose, and a few other containers that need to perform Docker actions.
+   Example: `/var/run/docker-alt.sock`
+
+2. If the operating system retrieved by the Docker client is "Docker Desktop", and the host is running on Windows, it will return the `//var/run/docker.sock` UNC path. Otherwise, it returns the default Docker socket path for rootless Docker.
+
+3. Get the current Docker host from the existing strategies: see Docker host detection.
+
+4. If the socket contains the unix schema, the schema is removed (e.g. `unix:///var/run/docker.sock` -> `/var/run/docker.sock`)
+
+5. Otherwise, the default location of the Docker socket is used: `/var/run/docker.sock`
+
+The library will raise a `DockerHostError` if the Docker host cannot be discovered.
+
+## Connection Modes
+
+Testcontainers-Python supports different connection modes that determine how containers are accessed:
+
+1. `bridge_ip` (default): Uses the bridge network IP address
+2. `gateway_ip`: Uses the gateway IP address
+3. `docker_host`: Uses the Docker host address
+
+You can set the connection mode using the `TESTCONTAINERS_CONNECTION_MODE` environment variable or the `connection.mode` property in `.testcontainers.properties`.
+
+## Example Configuration File
+
+Here's an example of a `.testcontainers.properties` file:
+
+```properties
+# Docker host configuration
+docker.host=tcp://my.docker.host:1234
+docker.tls.verify=1
+docker.cert.path=/path/to/certs
+
+# Ryuk configuration
+ryuk.disabled=false
+ryuk.container.privileged=true
+ryuk.reconnection.timeout=30s
+ryuk.image=testcontainers/ryuk:0.8.1
+
+# Testcontainers configuration
+tc.host=tcp://my.testcontainers.host:1234
+connection.mode=bridge_ip
+```
+
+## Using Configuration in Code
+
+You can access and modify the configuration programmatically:
+
+```python
+from testcontainers.core.config import testcontainers_config
+
+# Access configuration values
+max_tries = testcontainers_config.max_tries
+sleep_time = testcontainers_config.sleep_time
+
+# The configuration is read-only by default
+# Changes should be made through environment variables or .testcontainers.properties
+```
+
+## Best Practices
+
+1. Use environment variables for CI/CD environments
+2. Use `.testcontainers.properties` for local development
+3. Set appropriate timeouts for your environment
+4. Enable verbose logging when debugging
+5. Consider disabling Ryuk if your environment already handles container cleanup
+6. Use privileged mode for Ryuk only when necessary
+7. Set proper TLS verification and certificate paths for secure environments
+8. Choose the appropriate connection mode for your environment
diff --git a/docs/features/container_logs.md b/docs/features/container_logs.md
new file mode 100644
index 000000000..c4fe06069
--- /dev/null
+++ b/docs/features/container_logs.md
@@ -0,0 +1,151 @@
+# Container Logs
+
+Testcontainers-Python provides several ways to access and follow container logs. This is essential for debugging and monitoring container behavior during tests.
+
+## Basic Log Access
+
+The simplest way to access logs is using the `get_logs` method:
+
+```python
+from testcontainers.generic import GenericContainer
+
+with GenericContainer("nginx:alpine") as container:
+    # Get all logs
+    stdout, stderr = container.get_logs()
+    print(f"STDOUT: {stdout}")
+    print(f"STDERR: {stderr}")
+```
+
+## Following Logs
+
+To follow logs in real-time:
+
+```python
+with GenericContainer("nginx:alpine") as container:
+    # Follow logs
+    for line in container.follow_logs():
+        print(line)  # Each line as it appears
+```
+
+## Log Access with Options
+
+You can customize log access with various options:
+
+```python
+with GenericContainer("nginx:alpine") as container:
+    # Get logs with timestamps
+    stdout, stderr = container.get_logs(timestamps=True)
+
+    # Get logs since a specific time
+    import datetime
+    since = datetime.datetime.now() - datetime.timedelta(minutes=5)
+    stdout, stderr = container.get_logs(since=since)
+
+    # Get logs with tail
+    stdout, stderr = container.get_logs(tail=100)  # Last 100 lines
+```
+
+## Log Streams
+
+You can access specific log streams:
+
+```python
+with GenericContainer("nginx:alpine") as container:
+    # Get only stdout
+    stdout, _ = container.get_logs()
+
+    # Get only stderr
+    _, stderr = container.get_logs()
+
+    # Get both streams
+    stdout, stderr = container.get_logs()
+```
+
+## Log Following with Callback
+
+You can use a callback function to process logs:
+
+```python
+def log_callback(line):
+    print(f"Log line: {line}")
+
+with GenericContainer("nginx:alpine") as container:
+    # Follow logs with callback
+    container.follow_logs(callback=log_callback)
+```
+
+## Log Access in Tests
+
+Here's how to use logs in tests:
+
+```python
+import pytest
+from testcontainers.generic import GenericContainer
+
+def test_container_logs():
+    with GenericContainer("nginx:alpine") as container:
+        # Wait for specific log message
+        for line in container.follow_logs():
+            if "Configuration complete" in line:
+                break
+
+        # Verify log content
+        stdout, stderr = container.get_logs()
+        assert "Configuration complete" in stdout
+```
+
+## Best Practices
+
+1. Use appropriate log levels
+2. Handle log streams separately
+3. Use timestamps for debugging
+4. Consider log rotation
+5. Use log following for real-time monitoring
+6. Clean up log resources
+7. Use appropriate log formats
+8. Consider log volume
+
+## Common Use Cases
+
+### Application Startup Verification
+
+```python
+with GenericContainer("myapp:latest") as container:
+    # Wait for application to start
+    for line in container.follow_logs():
+        if "Application started" in line:
+            break
+```
+
+### Error Detection
+
+```python
+with GenericContainer("myapp:latest") as container:
+    # Monitor for errors
+    for line in container.follow_logs():
+        if "ERROR" in line:
+            print(f"Error detected: {line}")
+```
+
+### Performance Monitoring
+
+```python
+with GenericContainer("myapp:latest") as container:
+    # Monitor performance metrics
+    for line in container.follow_logs():
+        if "Performance" in line:
+            print(f"Performance metric: {line}")
+```
+
+## Troubleshooting
+
+If you encounter issues with log access:
+
+1. Check container state
+2. Verify log configuration
+3. Check for log rotation
+4. Verify log permissions
+5. Check for log volume
+6. Verify log format
+7. Check for log buffering
+8. Verify log drivers
diff --git a/docs/features/copying_data.md b/docs/features/copying_data.md
new file mode 100644
index 000000000..8623ec73f
--- /dev/null
+++ b/docs/features/copying_data.md
@@ -0,0 +1,166 @@
+# Copying Data into Containers
+
+Testcontainers-Python provides several ways to copy data into containers. This is essential for setting up test data, configuration files, or any other files needed for your tests.
+
+## Basic File Copy
+
+The simplest way to copy a file is using the `copy_file_to_container` method:
+
+```python
+from testcontainers.generic import GenericContainer
+
+with GenericContainer("alpine:latest") as container:
+    # Copy a single file
+    container.copy_file_to_container(
+        local_path="path/to/local/file.txt",
+        container_path="/path/in/container/file.txt"
+    )
+```
+
+## Copying Multiple Files
+
+You can copy multiple files at once:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Copy multiple files
+    container.copy_files_to_container([
+        ("path/to/local/file1.txt", "/path/in/container/file1.txt"),
+        ("path/to/local/file2.txt", "/path/in/container/file2.txt")
+    ])
+```
+
+## Copying Directories
+
+You can copy entire directories:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Copy a directory
+    container.copy_directory_to_container(
+        local_path="path/to/local/directory",
+        container_path="/path/in/container/directory"
+    )
+```
+
+## Copying with Permissions
+
+You can set permissions for copied files:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Copy file with specific permissions
+    container.copy_file_to_container(
+        local_path="path/to/local/file.txt",
+        container_path="/path/in/container/file.txt",
+        permissions=0o644  # rw-r--r--
+    )
+```
+
+## Copying with User
+
+You can specify the owner of copied files:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Copy file with specific owner
+    container.copy_file_to_container(
+        local_path="path/to/local/file.txt",
+        container_path="/path/in/container/file.txt",
+        user="nobody"
+    )
+```
+
+## Copying from Memory
+
+You can copy data directly from memory:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Copy data from memory
+    data = b"Hello, World!"
+    container.copy_data_to_container(
+        data=data,
+        container_path="/path/in/container/file.txt"
+    )
+```
+
+## Best Practices
+
+1. Use appropriate file permissions
+2. Clean up copied files
+3. Use absolute paths
+4. Handle file encoding
+5. Consider file size
+6. Use appropriate owners
+7. Handle file conflicts
+8. Consider security implications
+
+## Common Use Cases
+
+### Setting Up Test Data
+
+```python
+def test_with_data():
+    with GenericContainer("alpine:latest") as container:
+        # Copy test data
+        container.copy_file_to_container(
+            local_path="tests/data/test_data.json",
+            container_path="/app/data/test_data.json"
+        )
+
+        # Copy configuration
+        container.copy_file_to_container(
+            local_path="tests/config/test_config.yaml",
+            container_path="/app/config/config.yaml"
+        )
+```
+
+### Setting Up Application Files
+
+```python
+def test_application():
+    with GenericContainer("myapp:latest") as container:
+        # Copy application files
+        container.copy_directory_to_container(
+            local_path="app/static",
+            container_path="/app/static"
+        )
+
+        # Copy templates
+        container.copy_directory_to_container(
+            local_path="app/templates",
+            container_path="/app/templates"
+        )
+```
+
+### Setting Up Database Files
+
+```python
+def test_database():
+    with GenericContainer("postgres:latest") as container:
+        # Copy database initialization script
+        container.copy_file_to_container(
+            local_path="tests/db/init.sql",
+            container_path="/docker-entrypoint-initdb.d/init.sql"
+        )
+
+        # Copy test data
+        container.copy_file_to_container(
+            local_path="tests/db/test_data.sql",
+            container_path="/docker-entrypoint-initdb.d/test_data.sql"
+        )
+```
+
+## Troubleshooting
+
+If you encounter issues with copying data:
+
+1. Check file permissions
+2. Verify file paths
+3. Check file encoding
+4. Verify file size
+5. Check container state
+6. Verify user permissions
+7. Check for file conflicts
+8. Verify disk space
diff --git a/docs/features/creating_container.md b/docs/features/creating_container.md
new file mode 100644
index 000000000..fa3b1190b
--- /dev/null
+++ b/docs/features/creating_container.md
@@ -0,0 +1,139 @@
+# How to Create a Container
+
+Testcontainers-Python is a thin wrapper around Docker designed for use in tests. Anything you can run in Docker, you can spin up with Testcontainers-Python:
+
+- NoSQL databases or other data stores (e.g. Redis, ElasticSearch, MongoDB)
+- Web servers/proxies (e.g. NGINX, Apache)
+- Log services (e.g. Logstash, Kibana)
+- Other services developed by your team/organization which are already Dockerized
+
+## Basic Container Creation
+
+The simplest way to create a container is using the `GenericContainer` class:
+
+```python
+from testcontainers.generic import GenericContainer
+
+def test_basic_container():
+    with GenericContainer("nginx:alpine") as nginx:
+        # Get container connection details
+        host = nginx.get_container_host_ip()
+        port = nginx.get_exposed_port(80)
+
+        # Your test code here
+        # For example, make HTTP requests to the nginx server
+        import requests
+        response = requests.get(f"http://{host}:{port}")
+        assert response.status_code == 200
+```
+
+## Advanced Container Configuration
+
+For more complex scenarios, use the `run` helper function. This high-level interface is similar to `docker run` and automatically handles:
+
+- Creating temporary networks
+- Mounting files or tmpfs
+- Waiting for container readiness
+- Container cleanup
+
+Example with various configuration options:
+
+```python
+import io
+import pytest
+from testcontainers.core.container import run
+from testcontainers.core.network import DockerNetwork
+from testcontainers.core.waiting_utils import wait_for_logs
+
+def test_nginx_advanced():
+    # Create an isolated network
+    network = DockerNetwork()
+    network.create()
+    pytest.addfinalizer(network.remove)
+
+    # Create a test file to mount
+    test_file_content = b"Hello from test file!"
+    host_file = io.BytesIO(test_file_content)
+
+    # Run the container with various options
+    container = run(
+        image="nginx:alpine",
+        network=network.name,
+        files=[(host_file, "/usr/share/nginx/html/test.txt")],  # Mount file
+        tmpfs={"/tmp": "rw"},  # Mount tmpfs
+        labels={"testcontainers.label": "true"},  # Add labels
+        environment={"TEST": "true"},  # Set environment variables
+        ports={"80/tcp": None},  # Expose port 80
+        command=["nginx", "-g", "daemon off;"],  # Override default command
+        wait=wait_for_logs("Configuration complete; ready for start"),  # Wait for logs
+        startup_timeout=30,  # Set startup timeout
+    )
+
+    # Ensure cleanup
+    pytest.addfinalizer(container.stop)
+    pytest.addfinalizer(container.remove)
+
+    # Test the container
+    host = container.get_container_host_ip()
+    port = container.get_exposed_port(80)
+
+    # Verify the mounted file
+    import requests
+    response = requests.get(f"http://{host}:{port}/test.txt")
+    assert response.text == "Hello from test file!"
+```
+
+## Container Lifecycle Management
+
+Testcontainers-Python offers several ways to manage container lifecycle:
+
+1. **Context manager (recommended):**
+```python
+with GenericContainer("nginx:alpine") as container:
+    # Container is automatically started and stopped
+    pass
+```
+
+2. **Manual management:**
+```python
+container = GenericContainer("nginx:alpine")
+container.start()
+try:
+    # Your test code here
+    pass
+finally:
+    container.stop()
+    container.remove()
+```
+
+3. **Pytest fixtures:**
+```python
+import pytest
+from testcontainers.generic import GenericContainer
+
+@pytest.fixture
+def nginx_container():
+    container = GenericContainer("nginx:alpine")
+    container.start()
+    yield container
+    container.stop()
+    container.remove()
+
+def test_with_nginx(nginx_container):
+    # Your test code here
+    pass
+```
+
+## Container Readiness
+
+For details on waiting for containers to be ready, see [Wait strategies](wait_strategies.md).
+
+## Best Practices
+
+1. Always use context managers or ensure proper cleanup
+2. Set appropriate timeouts for container startup
+3. Use isolated networks for tests
+4. Mount test files instead of copying them
+5. Use tmpfs for temporary data
+6. Add meaningful labels to containers
+7. Configure proper wait conditions
diff --git a/docs/features/docker_compose.md b/docs/features/docker_compose.md
new file mode 100644
index 000000000..006a12b92
--- /dev/null
+++ b/docs/features/docker_compose.md
@@ -0,0 +1,117 @@
+# Docker Compose Support
+
+Testcontainers-Python provides support for running Docker Compose environments in your tests. This is useful when you need to test against multiple containers that work together.
+
+## Basic Usage
+
+The simplest way to use Docker Compose is with the `DockerCompose` class:
+
+```python
+from testcontainers.compose import DockerCompose
+
+# Create a compose environment
+compose = DockerCompose(
+    context="path/to/compose/directory",
+    compose_file_name="docker-compose.yml"
+)
+
+# Start the environment
+with compose:
+    # Your test code here
+    pass
+```
+
+## Configuration Options
+
+The `DockerCompose` class supports various configuration options:
+
+```python
+compose = DockerCompose(
+    context="path/to/compose/directory",
+    compose_file_name=["docker-compose.yml", "docker-compose.override.yml"],  # Multiple compose files
+    pull=True,  # Pull images before starting
+    build=True,  # Build images before starting
+    wait=True,  # Wait for services to be healthy
+    env_file=".env",  # Environment file
+    services=["service1", "service2"],  # Specific services to run
+    profiles=["profile1", "profile2"],  # Compose profiles to use
+    keep_volumes=False  # Whether to keep volumes after stopping
+)
+```
+
+## Accessing Services
+
+You can access service information and interact with containers:
+
+```python
+with DockerCompose("path/to/compose/directory") as compose:
+    # Get service host and port
+    host = compose.get_service_host("web")
+    port = compose.get_service_port("web", 8080)
+
+    # Get both host and port
+    host, port = compose.get_service_host_and_port("web", 8080)
+
+    # Execute commands in a container
+    stdout, stderr, exit_code = compose.exec_in_container(
+        ["ls", "-la"],
+        service_name="web"
+    )
+
+    # Get container logs
+    stdout, stderr = compose.get_logs("web")
+```
+
+## Waiting for Services
+
+You can wait for services to be ready:
+
+```python
+with DockerCompose("path/to/compose/directory") as compose:
+    # Wait for a specific URL to be accessible
+    compose.wait_for("http://localhost:8080/health")
+```
+
+## Example with Multiple Services
+
+Here's a complete example using multiple services:
+
+```python
+from testcontainers.compose import DockerCompose
+import requests
+
+def test_web_application():
+    compose = DockerCompose(
+        "path/to/compose/directory",
+        compose_file_name="docker-compose.yml",
+        pull=True,
+        build=True
+    )
+
+    with compose:
+        # Get web service details
+        host = compose.get_service_host("web")
+        port = compose.get_service_port("web", 8080)
+
+        # Make a request to the web service
+        response = requests.get(f"http://{host}:{port}/api/health")
+        assert response.status_code == 200
+
+        # Execute a command in the database service
+        stdout, stderr, exit_code = compose.exec_in_container(
+            ["psql", "-U", "postgres", "-c", "SELECT 1"],
+            service_name="db"
+        )
+        assert exit_code == 0
+```
+
+## Best Practices
+
+1. Use context managers (`with` statement) to ensure proper cleanup
+2. Set appropriate timeouts for service startup
+3. Use health checks in your compose files
+4. Keep compose files in your test directory
+5. Use environment variables for configuration
+6. Consider using profiles for different test scenarios
+7. Clean up volumes when not needed
+8. Use specific service names in your tests
diff --git a/docs/features/executing_commands.md b/docs/features/executing_commands.md
new file mode 100644
index 000000000..9db76a89c
--- /dev/null
+++ b/docs/features/executing_commands.md
@@ -0,0 +1,157 @@
+# Executing Commands in Containers
+
+Testcontainers-Python provides several ways to execute commands inside containers. This is useful for setup, verification, and debugging during tests.
+
+## Basic Command Execution
+
+The simplest way to execute a command is using the `exec` method:
+
+```python
+from testcontainers.generic import GenericContainer
+
+with GenericContainer("alpine:latest") as container:
+    # Execute a simple command
+    exit_code, output = container.exec(["ls", "-la"])
+    print(output)  # Command output as string
+```
+
+## Command Execution with Options
+
+You can customize command execution with various options:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Execute command with user
+    exit_code, output = container.exec(
+        ["whoami"],
+        user="nobody"
+    )
+
+    # Execute command with environment variables
+    exit_code, output = container.exec(
+        ["echo", "$TEST_VAR"],
+        environment={"TEST_VAR": "test_value"}
+    )
+
+    # Execute command with working directory
+    exit_code, output = container.exec(
+        ["pwd"],
+        workdir="/tmp"
+    )
+```
+
+## Interactive Commands
+
+For interactive commands, you can use the `exec_interactive` method:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Start an interactive shell
+    container.exec_interactive(["sh"])
+```
+
+## Command Execution with Timeout
+
+You can set a timeout for command execution:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Execute command with timeout
+    try:
+        exit_code, output = container.exec(
+            ["sleep", "10"],
+            timeout=5  # Timeout in seconds
+        )
+    except TimeoutError:
+        print("Command timed out")
+```
+
+## Command Execution with Privileges
+
+For commands that require elevated privileges:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Execute command with privileges
+    exit_code, output = container.exec(
+        ["mount"],
+        privileged=True
+    )
+```
+
+## Command Execution with TTY
+
+For commands that require a TTY:
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Execute command with TTY
+    exit_code, output = container.exec(
+        ["top"],
+        tty=True
+    )
+```
+
+## Best Practices
+
+1. Use appropriate timeouts for long-running commands
+2. Handle command failures gracefully
+3. Use environment variables for configuration
+4. Consider security implications of privileged commands
+5. Clean up after command execution
+6. Use appropriate user permissions
+7. Handle command output appropriately
+8. Consider using shell scripts for complex commands
+
+## Common Use Cases
+
+### Database Setup
+
+```python
+from testcontainers.postgres import PostgresContainer
+
+with PostgresContainer() as postgres:
+    # Create a database
+    postgres.exec(["createdb", "testdb"])
+
+    # Run migrations
+    postgres.exec(["psql", "-d", "testdb", "-f", "/path/to/migrations.sql"])
+```
+
+### File Operations
+
+```python
+with GenericContainer("alpine:latest") as container:
+    # Create a directory
+    container.exec(["mkdir", "-p", "/data"])
+
+    # Set permissions
+    container.exec(["chmod", "755", "/data"])
+
+    # List files
+    exit_code, output = container.exec(["ls", "-la", "/data"])
+```
+
+### Service Management
+
+```python
+with GenericContainer("nginx:alpine") as container:
+    # Check service status
+    exit_code, output = container.exec(["nginx", "-t"])
+
+    # Reload configuration
+    container.exec(["nginx", "-s", "reload"])
+```
+
+## Troubleshooting
+
+If you encounter issues with command execution:
+
+1. Check command syntax and arguments
+2. Verify user permissions
+3. Check container state
+4. Verify command availability
+5. Check for timeout issues
+6. Verify environment variables
+7. Check working directory
+8. Verify TTY requirements
diff --git a/docs/features/garbage_collector.md b/docs/features/garbage_collector.md
new file mode 100644
index 000000000..a396b1706
--- /dev/null
+++ b/docs/features/garbage_collector.md
@@ -0,0 +1,51 @@
+# Garbage Collector
+
+Testcontainers for Python includes a robust garbage collection mechanism to ensure that containers are properly cleaned up, even in unexpected scenarios.
+
+## How it Works
+
+The garbage collection is implemented using a special container called "Ryuk" (pronounced "reaper"). This container is automatically started when you create your first test container and is responsible for cleaning up resources when:
+
+1. The Python process exits normally
+2. The Python process is terminated unexpectedly
+3. The system crashes or loses power
+
+## Configuration
+
+The Ryuk container can be configured through environment variables:
+
+- `TESTCONTAINERS_RYUK_DISABLED`: Set to `true` to disable the Ryuk container (not recommended)
+- `TESTCONTAINERS_RYUK_CONTAINER_PRIVILEGED`: Set to `true` to run Ryuk in privileged mode (default: `false`)
+- `TESTCONTAINERS_RYUK_RECONNECTION_TIMEOUT`: Timeout for Ryuk reconnection attempts (default: `10s`)
+
+## Best Practices
+
+1. **Don't Disable Ryuk**: The Ryuk container is an important part of Testcontainers' cleanup mechanism. Only disable it if you have a specific reason and understand the implications.
+
+2. **Use Context Managers**: Always use the `with` statement when creating containers. This ensures proper cleanup even if an exception occurs:
+
+```python
+with RedisContainer() as redis:
+    # Your test code here
+```
+
+3. **Session Management**: Each test session gets a unique session ID, and Ryuk tracks containers by this ID. This allows for proper cleanup even when running tests in parallel.
+
+## Troubleshooting
+
+If you notice containers not being cleaned up:
+
+1. Check if Ryuk is running: `docker ps | grep testcontainers-ryuk`
+2. Verify that the containers have the correct session label: `docker inspect <container_id> | grep session-id`
+3. Check Ryuk logs: `docker logs <ryuk_container_id>`
+
+## Implementation Details
+
+The Ryuk container is a lightweight container that:
+
+1. Connects to the Docker daemon
+2. Listens for container events
+3. Automatically removes containers when their parent process exits
+4. Handles reconnection if the connection to Docker is lost
+
+This provides a more reliable cleanup mechanism than relying solely on Python's garbage collection or process termination handlers.
diff --git a/docs/features/networking.md b/docs/features/networking.md
new file mode 100644
index 000000000..6ebabe532
--- /dev/null
+++ b/docs/features/networking.md
@@ -0,0 +1,204 @@
+# Networking and Container Communication
+
+Testcontainers-Python provides several ways to configure networking between containers and your test code. This is essential for testing distributed systems and microservices.
+
+## Connection Modes
+
+Testcontainers-Python supports three connection modes that determine how containers are accessed:
+
+1. `bridge_ip` (default): Uses the bridge network IP address. Best for:
+
+     - Docker-in-Docker (DinD) scenarios
+     - When containers need to communicate over a bridge network
+     - When you need direct container-to-container communication
+
+2. `gateway_ip`: Uses the gateway IP address. Best for:
+
+     - Docker-in-Docker (DinD) scenarios
+     - When containers need to access the host network
+     - When you need to access services running on the host
+
+3. `docker_host`: Uses the Docker host address. Best for:
+
+     - Local development
+     - When running tests outside of containers
+     - When you need to access containers from the host machine
+
+You can set the connection mode using the `TESTCONTAINERS_CONNECTION_MODE` environment variable or the `connection.mode` property in `.testcontainers.properties`.
+
+## Port Exposure
+
+Testcontainers-Python provides two methods for exposing container ports, with `with_exposed_ports` being the recommended approach:
+
+### Exposing Ports with Random Host Ports (Recommended)
+
+```python
+from testcontainers.core.container import DockerContainer
+
+container = DockerContainer("nginx:alpine")
+container.with_exposed_ports(80, "443/tcp")  # Expose ports, host ports will be assigned randomly
+container.start()
+mapped_port = container.get_exposed_port(80)  # Get the randomly assigned host port
+```
+
+This is the preferred method because it:
+
+- Avoids port conflicts in parallel test execution
+- Is more secure as it doesn't expose fixed ports
+- Matches the behavior of other testcontainers implementations
+- Allows for better isolation between test runs
+
+### Binding to Specific Host Ports (Not Recommended)
+
+```python
+container = DockerContainer("nginx:alpine")
+container.with_bind_ports(80, 8080)  # Map container port 80 to host port 8080
+container.with_bind_ports("443/tcp", 8443)  # Map container port 443 to host port 8443
+```
+
+Use `with_bind_ports` only in specific cases where you absolutely need a fixed port number, such as:
+
+- When testing with tools that require specific port numbers
+- When integrating with external systems that can't handle dynamic ports
+- When debugging and need consistent port numbers
+
+Note that using fixed ports can cause conflicts when running tests in parallel and may lead to test failures if the specified ports are already in use.
+
+## Creating Networks
+
+You can create isolated networks for your containers:
+
+```python
+from testcontainers.core.network import Network
+
+# Create a new network
+network = Network()
+network.create()
+
+# Use the network with containers
+container1 = GenericContainer("nginx:alpine")
+container1.with_network(network)
+container1.with_network_aliases(["web"])
+
+container2 = GenericContainer("redis:alpine")
+container2.with_network(network)
+container2.with_network_aliases(["cache"])
+
+# Start containers
+with container1, container2:
+    # Containers can communicate using their network aliases
+    # e.g., "web" can connect to "cache:6379"
+    pass
+```
+
+## Container Communication
+
+Containers can communicate with each other in several ways:
+
+1. Using network aliases:
+
+```python
+# Container 1 can reach Container 2 using its network alias
+container1 = GenericContainer("app:latest")
+container1.with_network(network)
+container1.with_network_aliases(["app"])
+
+container2 = GenericContainer("db:latest")
+container2.with_network(network)
+container2.with_network_aliases(["database"])
+
+# Container 1 can connect to Container 2 using "database:5432"
+```
+
+2. Using container IP addresses:
+
+```python
+with container1, container2:
+    # Get container IP addresses
+    container1_ip = container1.get_container_host_ip()
+    container2_ip = container2.get_container_host_ip()
+
+    # Containers can communicate using IP addresses
+    # e.g., container1 can connect to container2_ip:5432
+```
+
+3. Using host networking:
+
+```python
+container = GenericContainer("nginx:alpine")
+container.with_network_mode("host")  # Use host networking
+```
+
+## Example: Multi-Container Application
+
+Here's a complete example of a multi-container application:
+
+```python
+from testcontainers.core.network import Network
+from testcontainers.postgres import PostgresContainer
+from testcontainers.redis import RedisContainer
+
+def test_multi_container_app():
+    # Create a network
+    network = Network()
+    network.create()
+
+    # Create containers
+    postgres = PostgresContainer()
+    postgres.with_network(network)
+    postgres.with_network_aliases(["db"])
+
+    redis = RedisContainer()
+    redis.with_network(network)
+    redis.with_network_aliases(["cache"])
+
+    # Start containers
+    with postgres, redis:
+        # Get connection details
+        db_host = postgres.get_container_host_ip()
+        db_port = postgres.get_exposed_port(5432)
+
+        redis_host = redis.get_container_host_ip()
+        redis_port = redis.get_exposed_port(6379)
+
+        # Your test code here
+        pass
+```
+
+## Best Practices
+
+1. **Port Management**:
+
+     - Always use `with_exposed_ports` instead of `with_bind_ports` unless you have a specific requirement for fixed ports
+     - Use `get_exposed_port` to retrieve the mapped port number when using `with_exposed_ports`
+     - Avoid hardcoding port numbers in your tests
+
+2. **Network Configuration**:
+
+     - Use isolated networks for tests to prevent conflicts
+     - Use meaningful network aliases for better readability and maintainability
+     - Avoid using host networking unless absolutely necessary
+     - Use the appropriate connection mode for your environment:
+        - `bridge_ip` for Docker-in-Docker (DinD) scenarios
+        - `gateway_ip` for accessing host network services
+        - `docker_host` for local development
+
+3. **Container Communication**:
+
+     - Use network aliases for container-to-container communication
+     - Use environment variables for configuration
+     - Consider using Docker Compose for complex multi-container setups
+
+4. **Resource Management**:
+
+     - Always use context managers (`with` statements) to ensure proper cleanup
+     - Let the Ryuk container handle cleanup in case of unexpected termination
+     - Clean up networks after tests
+     - Use environment variables for configuration
+
+5. **Testing Best Practices**:
+     - Write tests that are independent and can run in parallel
+     - Avoid dependencies on specific port numbers
+     - Use meaningful container and network names for debugging
+     - Consider using Docker Compose for complex setups
+     - Use environment variables for configuration
diff --git a/docs/features/wait_strategies.md b/docs/features/wait_strategies.md
new file mode 100644
index 000000000..3bb42eb69
--- /dev/null
+++ b/docs/features/wait_strategies.md
@@ -0,0 +1,131 @@
+# Wait Strategies
+
+Testcontainers-Python provides several strategies to wait for containers to be ready before proceeding with tests. This is crucial for ensuring that your tests don't start before the container is fully initialized and ready to accept connections.
+
+## Basic Wait Strategy
+
+The simplest way to wait for a container is using the `wait_container_is_ready` decorator:
+
+```python
+from testcontainers.core.waiting_utils import wait_container_is_ready
+
+class MyContainer(DockerContainer):
+    @wait_container_is_ready()
+    def _connect(self):
+        # Your connection logic here
+        pass
+```
+
+This decorator will retry the method until it succeeds or times out. By default, it will retry for 120 seconds with a 1-second interval between attempts.
+
+## Log-based Waiting
+
+Wait for specific log messages to appear:
+
+```python
+from testcontainers.core.waiting_utils import wait_for_logs
+
+# Wait for a specific log message
+container = GenericContainer(
+    "nginx:alpine",
+    wait=wait_for_logs("Configuration complete; ready for start")
+)
+
+# Wait for a log pattern using regex
+container = GenericContainer(
+    "postgres:latest",
+    wait=wait_for_logs("database system is ready to accept connections")
+)
+
+# Wait for logs in both stdout and stderr
+container = GenericContainer(
+    "myapp:latest",
+    wait=wait_for_logs("Ready", predicate_streams_and=True)
+)
+```
+
+## HTTP-based Waiting
+
+Wait for an HTTP endpoint to be accessible:
+
+```python
+from testcontainers.core.waiting_utils import wait_for_http
+
+# Wait for an HTTP endpoint
+container = GenericContainer(
+    "nginx:alpine",
+    wait=wait_for_http("/", port=80)
+)
+
+# Wait for a specific HTTP status code
+container = GenericContainer(
+    "myapp:latest",
+    wait=wait_for_http("/health", port=8080, status_code=200)
+)
+```
+
+## Custom Wait Conditions
+
+You can create custom wait conditions by implementing your own wait function:
+
+```python
+def custom_wait(container):
+    # Your custom logic here
+    # Return True if the container is ready, False otherwise
+    return True
+
+container = GenericContainer(
+    "myapp:latest",
+    wait=custom_wait
+)
+```
+
+## Connection-based Waiting
+
+Many container implementations include built-in connection waiting. For example:
+
+```python
+from testcontainers.redis import RedisContainer
+from testcontainers.postgres import PostgresContainer
+
+# Redis container waits for connection
+redis = RedisContainer()
+redis.start()  # Will wait until Redis is ready to accept connections
+
+# PostgreSQL container waits for connection
+postgres = PostgresContainer()
+postgres.start()  # Will wait until PostgreSQL is ready to accept connections
+```
+
+## Ryuk Container Wait Behavior
+
+The Ryuk container (used for garbage collection) has its own wait mechanism that combines log-based and connection-based waiting:
+
+1. **Log-based Wait**: Waits for the message ".\* Started!" with a 20-second timeout
+2. **Connection Wait**: After the logs are found, attempts to establish a socket connection to the Ryuk container, retrying up to 50 times with a 0.5-second interval between attempts
+
+This ensures that the Ryuk container is fully operational before any test containers are started.
+
+## Configuring Wait Behavior
+
+You can configure the wait behavior using environment variables:
+
+- `TC_MAX_TRIES`: Maximum number of connection attempts (default: 120)
+- `TC_POOLING_INTERVAL`: Time between connection attempts in seconds (default: 1)
+
+Example:
+
+```bash
+export TC_MAX_TRIES=60
+export TC_POOLING_INTERVAL=2
+```
+
+## Best Practices
+
+1. Always use appropriate wait strategies for your containers
+2. Set reasonable timeouts for your environment
+3. Use specific wait conditions rather than generic ones when possible
+4. Consider using connection-based waiting for database containers
+5. Use log-based waiting for applications that output clear startup messages
+6. Use HTTP-based waiting for web services
+7. Implement custom wait conditions for complex startup scenarios
diff --git a/docs/getting_help.md b/docs/getting_help.md
new file mode 100644
index 000000000..51a1227ac
--- /dev/null
+++ b/docs/getting_help.md
@@ -0,0 +1,10 @@
+# Getting help
+
+We hope that you find Testcontainers intuitive to use and reliable.
+However, sometimes things don't go the way we'd expect, and we'd like to try and help out if we can.
+
+To contact the Testcontainers team and other users you can:
+
+- Join our [Slack team](https://slack.testcontainers.org)
+- [Search our issues tracker](https://github.com/testcontainers/testcontainers-python/issues), or raise a new issue if you find any bugs or have suggested improvements
+- [Search Stack Overflow](https://stackoverflow.com/questions/tagged/testcontainers), especially among posts tagged with `testcontainers`
diff --git a/docs/icons/github.svg b/docs/icons/github.svg
new file mode 100644
index 000000000..8274d383d
--- /dev/null
+++ b/docs/icons/github.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="30" height="31" viewBox="0 0 30 31">
+    <path fill="#fff"
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+</svg>
diff --git a/docs/icons/slack.svg b/docs/icons/slack.svg
new file mode 100644
index 000000000..1b371770b
--- /dev/null
+++ b/docs/icons/slack.svg
@@ -0,0 +1,10 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="30" height="31" viewbox="0 0 30 31">
+    <path fill="#36C5F0"
+        d="M10.951.642a2.99 2.99 0 0 0-2.76 4.137 2.99 2.99 0 0 0 2.76 1.848h2.987V3.635A2.99 2.99 0 0 0 10.95.642Zm0 7.98H2.987a2.99 2.99 0 0 0-2.76 4.137 2.99 2.99 0 0 0 2.76 1.849h7.964a2.988 2.988 0 0 0 2.987-2.993 2.991 2.991 0 0 0-2.987-2.992Z" />
+    <path fill="#2EB67D"
+        d="M29.867 11.615a2.99 2.99 0 0 0-4.13-2.764 2.99 2.99 0 0 0-1.844 2.764v2.993h2.987a2.988 2.988 0 0 0 2.987-2.993Zm-7.965 0v-7.98A2.991 2.991 0 0 0 18.916.642a2.99 2.99 0 0 0-2.987 2.993v7.98a2.988 2.988 0 1 0 5.973 0Z" />
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+    <path fill="#E01E5A"
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+</svg>
diff --git a/docs/icons/stackoverflow.svg b/docs/icons/stackoverflow.svg
new file mode 100644
index 000000000..0cf51ec46
--- /dev/null
+++ b/docs/icons/stackoverflow.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="26" height="31" viewBox="0 0 26 31">
+    <path fill="#BCBBBC" d="M21.398 27.891v-8.03h2.677v10.707H0V19.861h2.677v8.03h18.721Z" />
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+</svg>
diff --git a/docs/icons/twitter.svg b/docs/icons/twitter.svg
new file mode 100644
index 000000000..a6a902ce7
--- /dev/null
+++ b/docs/icons/twitter.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="37" height="31" viewBox="0 0 37 31">
+    <path fill="#1D9BF0"
+        d="M32.978 8.11c.022.32.022.639.022.961 0 9.813-7.47 21.13-21.13 21.13v-.005a21.024 21.024 0 0 1-11.385-3.33 14.913 14.913 0 0 0 10.991-3.078 7.436 7.436 0 0 1-6.938-5.157c1.114.215 2.26.171 3.353-.128a7.427 7.427 0 0 1-5.957-7.279v-.094a7.38 7.38 0 0 0 3.37.93 7.436 7.436 0 0 1-2.298-9.917 21.079 21.079 0 0 0 15.306 7.759 7.435 7.435 0 0 1 12.656-6.774 14.903 14.903 0 0 0 4.716-1.803 7.454 7.454 0 0 1-3.265 4.108 14.77 14.77 0 0 0 4.265-1.17 15.089 15.089 0 0 1-3.706 3.848Z" />
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diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 000000000..3defde8c3
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,45 @@
+# Testcontainers for Python
+
+<p align=center><strong>Not using Python? Here are other supported languages!</strong></p>
+<div class="card-grid">
+    <a href="https://java.testcontainers.org/" class="card-grid-item"><img src="language-logos/java.svg"/>Java</a>
+    <a href="https://golang.testcontainers.org/" class="card-grid-item"><img src="language-logos/go.svg"/>Go</a>
+    <a href="https://dotnet.testcontainers.org/" class="card-grid-item"><img src="language-logos/dotnet.svg"/>.NET</a>
+    <a href="https://node.testcontainers.org/" class="card-grid-item"><img src="language-logos/nodejs.svg"/>Node.js</a>
+    <a class="card-grid-item"><img src="language-logos/python.svg"/>Python</a>
+    <a href="https://docs.rs/testcontainers/latest/testcontainers/" class="card-grid-item"><img src="language-logos/rust.svg"/>Rust</a>
+    <a href="https://github.com/testcontainers/testcontainers-hs/" class="card-grid-item" ><img src="language-logos/haskell.svg"/>Haskell</a>
+    <a href="https://github.com/testcontainers/testcontainers-ruby/" class="card-grid-item" ><img src="language-logos/ruby.svg"/>Ruby</a>
+</div>
+
+## About Testcontainers For Python
+
+_Testcontainers for Python_ is a Python library that makes it simple to create and clean up container-based dependencies for automated integration or smoke tests. The easy-to-use API enables developers to programmatically define containers that should be run as part of a test and clean up those resources when the test is done.
+
+To start using _Testcontainers for Python_, see the [quickstart guide](quickstart.md).
+
+!!!note
+
+    If you need a high-level explanation of _Testcontainers_, see the [main website](https://testcontainers.com/getting-started/).
+
+## Code Comments
+
+Inline documentation and docs where the code lives are crucial for us. Testcontainers For Python follows the [PEP 257](https://peps.python.org/pep-0257/){:target="\_blank"} comment conventions. The codebase previously supported Sphinx, so you may encounter comments not yet updated for the new documentation style.
+
+## Who Is Using Testcontainers Python?
+
+- [Timescale](https://www.timescale.com/) - Uses testcontainers-python in their pgai project for testing PostgreSQL integrations, AI model interactions, and AWS service integrations.
+- [Redis](https://redis.io/) - Depends on testcontainers-python for their Redis vector library implementation.
+- [Apache](https://skywalking.apache.org/) - Uses testcontainers-python in their Skywalking project for an application performance monitoring tool in distributed systems.
+
+## License
+
+See [LICENSE](https://raw.githubusercontent.com/testcontainers/testcontainers-python/refs/heads/main/LICENSE.txt){:target="\_blank"}.
+
+## Attributions
+
+## Copyright
+
+Copyright (c) 2015-2021 Sergey Pirogov and other authors.
+
+See [AUTHORS](https://github.com/testcontainers/testcontainers-python/graphs/contributors){:target="\_blank"} for contributors.
diff --git a/docs/js/tc-header.js b/docs/js/tc-header.js
new file mode 100644
index 000000000..7d51ebf6b
--- /dev/null
+++ b/docs/js/tc-header.js
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+const mobileToggle = document.getElementById("mobile-menu-toggle");
+const mobileSubToggle = document.getElementById("mobile-submenu-toggle");
+function toggleMobileMenu() {
+    document.body.classList.toggle('mobile-menu');
+    document.body.classList.toggle("mobile-tc-header-active");
+}
+function toggleMobileSubmenu() {
+    document.body.classList.toggle('mobile-submenu');
+}
+if (mobileToggle)
+    mobileToggle.addEventListener("click", toggleMobileMenu);
+if (mobileSubToggle)
+    mobileSubToggle.addEventListener("click", toggleMobileSubmenu);
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+function clearActiveMenuItem() {
+    document.body.classList.remove("tc-header-active");
+    allParentMenuItems.forEach((item) => {
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+}
+function setActiveMenuItem(e) {
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+    document.body.classList.add("tc-header-active");
+}
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+        }
+    });
+
+    trigger.addEventListener("mouseenter", (e) => {
+        setActiveMenuItem(e);
+    });
+
+    item.addEventListener("mouseleave", (e) => {
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new file mode 100644
index 000000000..496753d54
--- /dev/null
+++ b/docs/language-logos/dotnet.svg
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/docs/modules/arangodb.md b/docs/modules/arangodb.md
new file mode 100644
index 000000000..e342c9c9f
--- /dev/null
+++ b/docs/modules/arangodb.md
@@ -0,0 +1,41 @@
+# ArangoDB
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for ArangoDB.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the ArangoDB module to your python dependencies:
+
+```bash
+pip install testcontainers[arangodb] python-arango
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an ArangoDB container](../../modules/arangodb/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Multi-model database support (key-value, document, graph)
+- AQL (ArangoDB Query Language) for complex queries
+- Built-in aggregation functions
+- Collection management
+- Document CRUD operations
+- Bulk document import
+
+## Configuration
+
+The ArangoDB container can be configured with the following parameters:
+
+- `username`: Database username (default: "root")
+- `password`: Database password (default: "test")
+- `port`: Port to expose (default: 8529)
+- `version`: ArangoDB version to use (default: "latest")
diff --git a/docs/modules/aws.md b/docs/modules/aws.md
new file mode 100644
index 000000000..8fb1ea412
--- /dev/null
+++ b/docs/modules/aws.md
@@ -0,0 +1,23 @@
+# AWS
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.8.0"><span class="tc-version">:material-tag: v4.8.0</span></a>
+
+## Introduction
+
+The Testcontainers module for AWS.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the AWS module to your python dependencies:
+
+```bash
+pip install testcontainers[aws] httpx
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an AWS container](../../modules/aws/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/azurite.md b/docs/modules/azurite.md
new file mode 100644
index 000000000..9acc48730
--- /dev/null
+++ b/docs/modules/azurite.md
@@ -0,0 +1,23 @@
+# Azurite
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Azurite.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Azurite module to your python dependencies:
+
+```bash
+pip install testcontainers[azurite] azure-storage-blob
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an Azurite container](../../modules/azurite/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/cassandra.md b/docs/modules/cassandra.md
new file mode 100644
index 000000000..3250b737f
--- /dev/null
+++ b/docs/modules/cassandra.md
@@ -0,0 +1,23 @@
+# Cassandra
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.8.0"><span class="tc-version">:material-tag: v4.8.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Cassandra.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Cassandra module to your python dependencies:
+
+```bash
+pip install testcontainers[cassandra] cassandra-driver
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Cassandra container](../../modules/cassandra/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/chroma.md b/docs/modules/chroma.md
new file mode 100644
index 000000000..ae2e45dcf
--- /dev/null
+++ b/docs/modules/chroma.md
@@ -0,0 +1,43 @@
+# Chroma
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Chroma.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Chroma module to your python dependencies:
+
+```bash
+pip install testcontainers[chroma] chromadb requests
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Chroma container](../../modules/chroma/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Vector similarity search
+- Document storage and retrieval
+- Metadata filtering
+- Collection management
+- Embedding storage
+- Distance metrics
+- Batch operations
+- REST API support
+
+## Configuration
+
+The Chroma container can be configured with the following parameters:
+
+- `port`: Port to expose (default: 8000)
+- `version`: Chroma version to use (default: "latest")
+- `persist_directory`: Directory to persist data (default: None)
+- `allow_reset`: Whether to allow collection reset (default: True)
diff --git a/docs/modules/clickhouse.md b/docs/modules/clickhouse.md
new file mode 100644
index 000000000..ed86c3f32
--- /dev/null
+++ b/docs/modules/clickhouse.md
@@ -0,0 +1,44 @@
+# ClickHouse
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for ClickHouse.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the ClickHouse module to your python dependencies:
+
+```bash
+pip install testcontainers[clickhouse] clickhouse-driver
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a ClickHouse container](../../modules/clickhouse/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Column-oriented storage
+- High-performance analytics
+- Real-time data processing
+- SQL support
+- Data compression
+- Parallel processing
+- Distributed queries
+- Integration with pandas for data analysis
+
+## Configuration
+
+The ClickHouse container can be configured with the following parameters:
+
+- `port`: Port to expose (default: 9000)
+- `version`: ClickHouse version to use (default: "latest")
+- `user`: Database username (default: "default")
+- `password`: Database password (default: "")
+- `database`: Database name (default: "default")
diff --git a/docs/modules/cockroachdb.md b/docs/modules/cockroachdb.md
new file mode 100644
index 000000000..285ffc92d
--- /dev/null
+++ b/docs/modules/cockroachdb.md
@@ -0,0 +1,44 @@
+# CockroachDB
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for CockroachDB.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the CockroachDB module to your python dependencies:
+
+```bash
+pip install testcontainers[cockroachdb] sqlalchemy psycopg2
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a CockroachDB container](../../modules/cockroachdb/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Distributed SQL database
+- ACID transactions
+- Strong consistency
+- Horizontal scaling
+- Built-in replication
+- Automatic sharding
+- SQL compatibility
+- Integration with pandas for data analysis
+
+## Configuration
+
+The CockroachDB container can be configured with the following parameters:
+
+- `username`: Database username (default: "root")
+- `password`: Database password (default: "")
+- `database`: Database name (default: "postgres")
+- `port`: Port to expose (default: 26257)
+- `version`: CockroachDB version to use (default: "latest")
diff --git a/docs/modules/cosmosdb.md b/docs/modules/cosmosdb.md
new file mode 100644
index 000000000..3aadbe6b3
--- /dev/null
+++ b/docs/modules/cosmosdb.md
@@ -0,0 +1,43 @@
+# CosmosDB
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Azure Cosmos DB.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the CosmosDB module to your python dependencies:
+
+```bash
+pip install testcontainers[cosmosdb] pymongo azure-cosmos
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a CosmosDB container](../../modules/cosmosdb/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Multi-model database support (document, key-value, wide-column, graph)
+- SQL-like query language
+- Automatic indexing
+- Partitioning support
+- Global distribution
+- Built-in aggregation functions
+- Container management
+- Document CRUD operations
+
+## Configuration
+
+The CosmosDB container can be configured with the following parameters:
+
+- `port`: Port to expose (default: 8081)
+- `version`: CosmosDB Emulator version to use (default: "latest")
+- `ssl_verify`: Whether to verify SSL certificates (default: False)
+- `emulator_key`: Emulator key for authentication (default: "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==")
diff --git a/docs/modules/db2.md b/docs/modules/db2.md
new file mode 100644
index 000000000..59b6a4493
--- /dev/null
+++ b/docs/modules/db2.md
@@ -0,0 +1,43 @@
+# DB2
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.8.0"><span class="tc-version">:material-tag: v4.8.0</span></a>
+
+## Introduction
+
+The Testcontainers module for IBM Db2.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the DB2 module to your python dependencies:
+
+```bash
+pip install testcontainers[db2] sqlalchemy ibm-db
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a DB2 container](../../modules/db2/example_basic.py)
+
+<!--/codeinclude-->
+
+## Features
+
+- Full SQL support
+- Transaction management
+- Stored procedures
+- User-defined functions
+- Advanced analytics
+- JSON support
+- Integration with pandas for data analysis
+
+## Configuration
+
+The DB2 container can be configured with the following parameters:
+
+- `username`: Database username (default: "db2inst1")
+- `password`: Database password (default: "password")
+- `database`: Database name (default: "testdb")
+- `port`: Port to expose (default: 50000)
+- `version`: DB2 version to use (default: "latest")
diff --git a/docs/modules/elasticsearch.md b/docs/modules/elasticsearch.md
new file mode 100644
index 000000000..e95e3beb5
--- /dev/null
+++ b/docs/modules/elasticsearch.md
@@ -0,0 +1,23 @@
+# Elasticsearch
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Elasticsearch.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Elasticsearch module to your python dependencies:
+
+```bash
+pip install testcontainers[elasticsearch]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an Elasticsearch container](../../modules/elasticsearch/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/generic.md b/docs/modules/generic.md
new file mode 100644
index 000000000..87d1209b7
--- /dev/null
+++ b/docs/modules/generic.md
@@ -0,0 +1,23 @@
+# Generic
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for running generic containers with various configurations and features.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Generic module to your python dependencies:
+
+```
+pip install testcontainers[generic]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Generic container](../../modules/generic/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/google.md b/docs/modules/google.md
new file mode 100644
index 000000000..f228e6c99
--- /dev/null
+++ b/docs/modules/google.md
@@ -0,0 +1,23 @@
+# Google
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Google Cloud services.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Google module to your python dependencies:
+
+```bash
+pip install testcontainers[google] google-cloud-datastore google-cloud-pubsub
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Google container](../../modules/google/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/influxdb.md b/docs/modules/influxdb.md
new file mode 100644
index 000000000..9541db7a4
--- /dev/null
+++ b/docs/modules/influxdb.md
@@ -0,0 +1,27 @@
+# InfluxDB
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for InfluxDB.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the InfluxDB module to your python dependencies:
+
+```bash
+# For InfluxDB 1.x
+pip install testcontainers[influxdb] influxdb
+
+# For InfluxDB 2.x
+pip install testcontainers[influxdb] influxdb-client
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an InfluxDB container](../../modules/influxdb/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/k3s.md b/docs/modules/k3s.md
new file mode 100644
index 000000000..66d26d0fc
--- /dev/null
+++ b/docs/modules/k3s.md
@@ -0,0 +1,23 @@
+# K3s
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for K3s.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the K3s module to your python dependencies:
+
+```bash
+pip install testcontainers[k3s] kubernetes pyyaml
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a K3s container](../../modules/k3s/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/kafka.md b/docs/modules/kafka.md
new file mode 100644
index 000000000..3a206bb3d
--- /dev/null
+++ b/docs/modules/kafka.md
@@ -0,0 +1,23 @@
+# Kafka
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Kafka.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Kafka module to your python dependencies:
+
+```bash
+pip install testcontainers[kafka]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Kafka container](../../modules/kafka/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/keycloak.md b/docs/modules/keycloak.md
new file mode 100644
index 000000000..98b638380
--- /dev/null
+++ b/docs/modules/keycloak.md
@@ -0,0 +1,23 @@
+# Keycloak
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Keycloak.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Keycloak module to your python dependencies:
+
+```bash
+pip install testcontainers[keycloak] python-keycloak requests
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Keycloak container](../../modules/keycloak/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/localstack.md b/docs/modules/localstack.md
new file mode 100644
index 000000000..6c67d6696
--- /dev/null
+++ b/docs/modules/localstack.md
@@ -0,0 +1,23 @@
+# LocalStack
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for LocalStack.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the LocalStack module to your python dependencies:
+
+```bash
+pip install testcontainers[localstack] boto3
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a LocalStack container](../../modules/localstack/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/mailpit.md b/docs/modules/mailpit.md
new file mode 100644
index 000000000..ca7d49364
--- /dev/null
+++ b/docs/modules/mailpit.md
@@ -0,0 +1,23 @@
+# Mailpit
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.1"><span class="tc-version">:material-tag: v4.7.1</span></a>
+
+## Introduction
+
+The Testcontainers module for Mailpit.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Mailpit module to your python dependencies:
+
+```bash
+pip install testcontainers[mailpit] cryptography
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Mailpit container](../../modules/mailpit/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/memcached.md b/docs/modules/memcached.md
new file mode 100644
index 000000000..5d18fafc0
--- /dev/null
+++ b/docs/modules/memcached.md
@@ -0,0 +1,23 @@
+# Memcached
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Memcached.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Memcached module to your python dependencies:
+
+```bash
+pip install testcontainers[memcached] pymemcache
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Memcached container](../../modules/memcached/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/milvus.md b/docs/modules/milvus.md
new file mode 100644
index 000000000..9c7beda6d
--- /dev/null
+++ b/docs/modules/milvus.md
@@ -0,0 +1,23 @@
+# Milvus
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Milvus.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Milvus module to your python dependencies:
+
+```bash
+pip install testcontainers[milvus] requests
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Milvus container](../../modules/milvus/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/minio.md b/docs/modules/minio.md
new file mode 100644
index 000000000..15ea1b6ef
--- /dev/null
+++ b/docs/modules/minio.md
@@ -0,0 +1,23 @@
+# MinIO
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for MinIO.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the MinIO module to your python dependencies:
+
+```bash
+pip install testcontainers[minio] minio requests
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a MinIO container](../../modules/minio/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/mongodb.md b/docs/modules/mongodb.md
new file mode 100644
index 000000000..0c2d2d75d
--- /dev/null
+++ b/docs/modules/mongodb.md
@@ -0,0 +1,23 @@
+# MongoDB
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for MongoDB.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the MongoDB module to your python dependencies:
+
+```bash
+pip install testcontainers[mongodb] pymongo
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a MongoDB container](../../modules/mongodb/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/mqtt.md b/docs/modules/mqtt.md
new file mode 100644
index 000000000..c290532fd
--- /dev/null
+++ b/docs/modules/mqtt.md
@@ -0,0 +1,23 @@
+# MQTT
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for MQTT.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the MQTT module to your python dependencies:
+
+```bash
+pip install testcontainers[mqtt] paho-mqtt
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an MQTT container](../../modules/mqtt/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/mssql.md b/docs/modules/mssql.md
new file mode 100644
index 000000000..effac8c75
--- /dev/null
+++ b/docs/modules/mssql.md
@@ -0,0 +1,23 @@
+# MSSQL
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Microsoft SQL Server.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the MSSQL module to your python dependencies:
+
+```bash
+pip install testcontainers[mssql] pymssql
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an MSSQL container](../../modules/mssql/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/mysql.md b/docs/modules/mysql.md
new file mode 100644
index 000000000..e3ca18ae7
--- /dev/null
+++ b/docs/modules/mysql.md
@@ -0,0 +1,23 @@
+# MySQL
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for MySQL.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the MySQL module to your python dependencies:
+
+```bash
+pip install testcontainers[mysql] sqlalchemy pymysql
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a MySQL container](../../modules/mysql/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/nats.md b/docs/modules/nats.md
new file mode 100644
index 000000000..e3616e490
--- /dev/null
+++ b/docs/modules/nats.md
@@ -0,0 +1,23 @@
+# NATS
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for NATS.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the NATS module to your python dependencies:
+
+```bash
+pip install testcontainers[nats] nats-py
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a NATS container](../../modules/nats/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/neo4j.md b/docs/modules/neo4j.md
new file mode 100644
index 000000000..047dd1de3
--- /dev/null
+++ b/docs/modules/neo4j.md
@@ -0,0 +1,23 @@
+# Neo4j
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Neo4j.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Neo4j module to your python dependencies:
+
+```bash
+pip install testcontainers[neo4j] neo4j
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Neo4j container](../../modules/neo4j/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/nginx.md b/docs/modules/nginx.md
new file mode 100644
index 000000000..6781c1a88
--- /dev/null
+++ b/docs/modules/nginx.md
@@ -0,0 +1,23 @@
+# Nginx
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Nginx.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Nginx module to your python dependencies:
+
+```bash
+pip install testcontainers[nginx]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Nginx container](../../modules/nginx/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/ollama.md b/docs/modules/ollama.md
new file mode 100644
index 000000000..c9db6e14f
--- /dev/null
+++ b/docs/modules/ollama.md
@@ -0,0 +1,23 @@
+# Ollama
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Ollama.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Ollama module to your python dependencies:
+
+```bash
+pip install testcontainers[ollama] requests
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an Ollama container](../../modules/ollama/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/opensearch.md b/docs/modules/opensearch.md
new file mode 100644
index 000000000..d57ee45a7
--- /dev/null
+++ b/docs/modules/opensearch.md
@@ -0,0 +1,23 @@
+# OpenSearch
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for OpenSearch.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the OpenSearch module to your python dependencies:
+
+```bash
+pip install testcontainers[opensearch] opensearch-py
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an OpenSearch container](../../modules/opensearch/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/oracle-free.md b/docs/modules/oracle-free.md
new file mode 100644
index 000000000..a0b68d18d
--- /dev/null
+++ b/docs/modules/oracle-free.md
@@ -0,0 +1,23 @@
+# Oracle Free
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Oracle Free.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Oracle Free module to your python dependencies:
+
+```bash
+pip install testcontainers[oracle-free]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an Oracle Free container](../../modules/oracle-free/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/postgres.md b/docs/modules/postgres.md
new file mode 100644
index 000000000..4b381753f
--- /dev/null
+++ b/docs/modules/postgres.md
@@ -0,0 +1,23 @@
+# PostgreSQL
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for PostgreSQL.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the PostgreSQL module to your python dependencies:
+
+```bash
+pip install testcontainers[postgres] sqlalchemy psycopg2
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a PostgreSQL container](../../modules/postgres/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/qdrant.md b/docs/modules/qdrant.md
new file mode 100644
index 000000000..c4eb7310f
--- /dev/null
+++ b/docs/modules/qdrant.md
@@ -0,0 +1,23 @@
+# Qdrant
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Qdrant.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Qdrant module to your python dependencies:
+
+```bash
+pip install testcontainers[qdrant]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Qdrant container](../../modules/qdrant/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/rabbitmq.md b/docs/modules/rabbitmq.md
new file mode 100644
index 000000000..850b2739f
--- /dev/null
+++ b/docs/modules/rabbitmq.md
@@ -0,0 +1,23 @@
+# RabbitMQ
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for RabbitMQ.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the RabbitMQ module to your python dependencies:
+
+```bash
+pip install testcontainers[rabbitmq] pika
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a RabbitMQ container](../../modules/rabbitmq/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/redis.md b/docs/modules/redis.md
new file mode 100644
index 000000000..16f8566e2
--- /dev/null
+++ b/docs/modules/redis.md
@@ -0,0 +1,23 @@
+# Redis
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Redis.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Redis module to your python dependencies:
+
+```bash
+pip install testcontainers[redis] redis
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Redis container](../../modules/redis/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/registry.md b/docs/modules/registry.md
new file mode 100644
index 000000000..b00380d8c
--- /dev/null
+++ b/docs/modules/registry.md
@@ -0,0 +1,23 @@
+# Registry
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Registry.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Registry module to your python dependencies:
+
+```bash
+pip install testcontainers[registry]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Registry container](../../modules/registry/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/scylla.md b/docs/modules/scylla.md
new file mode 100644
index 000000000..c1001a425
--- /dev/null
+++ b/docs/modules/scylla.md
@@ -0,0 +1,23 @@
+# Scylla
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.8.0"><span class="tc-version">:material-tag: v4.8.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Scylla.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Scylla module to your python dependencies:
+
+```bash
+pip install testcontainers[scylla]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Scylla container](../../modules/scylla/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/selenium.md b/docs/modules/selenium.md
new file mode 100644
index 000000000..68b6174a7
--- /dev/null
+++ b/docs/modules/selenium.md
@@ -0,0 +1,23 @@
+# Selenium
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Selenium.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Selenium module to your python dependencies:
+
+```bash
+pip install testcontainers[selenium] selenium urllib3
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Selenium container](../../modules/selenium/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/sftp.md b/docs/modules/sftp.md
new file mode 100644
index 000000000..8fe7ecc5c
--- /dev/null
+++ b/docs/modules/sftp.md
@@ -0,0 +1,23 @@
+# SFTP
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.1"><span class="tc-version">:material-tag: v4.7.1</span></a>
+
+## Introduction
+
+The Testcontainers module for SFTP.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the SFTP module to your python dependencies:
+
+```bash
+pip install testcontainers[sftp] paramiko cryptography
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating an SFTP container](../../modules/sftp/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/test_module_import.md b/docs/modules/test_module_import.md
new file mode 100644
index 000000000..ed5472756
--- /dev/null
+++ b/docs/modules/test_module_import.md
@@ -0,0 +1,100 @@
+# Test Module Import
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for testing Python module imports and package management. This module provides a containerized environment for testing various aspects of Python module imports, including:
+
+- Basic module and package imports
+- Module reloading
+- Version-specific imports
+- Dependencies and environment variables
+- Advanced features like custom loaders and namespace packages
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Test Module Import module to your python dependencies:
+
+```
+pip install testcontainers[test_module_import]
+```
+
+## Usage examples
+
+The module provides several examples demonstrating different use cases:
+
+### Basic Module Imports
+
+This example demonstrates the fundamental capabilities of the TestModuleImportContainer:
+
+- Importing a basic Python module and accessing its attributes
+- Importing and using submodules
+- Importing and working with packages
+- Proper cleanup of imported modules
+
+<!--codeinclude-->
+
+[Basic module imports](../../modules/test_module_import/examples/01_basic_import.py)
+
+<!--/codeinclude-->
+
+### Module Reloading
+
+This example shows how to work with module reloading functionality:
+
+- Importing a module and accessing its initial state
+- Reloading the module to pick up changes
+- Handling reloading errors gracefully
+- Managing module state during reloads
+
+<!--codeinclude-->
+
+[Module reloading](../../modules/test_module_import/examples/02_module_reloading.py)
+
+<!--/codeinclude-->
+
+### Version-Specific Imports
+
+This example demonstrates handling version-specific module imports:
+
+- Importing specific versions of modules
+- Managing version compatibility
+- Accessing and verifying version information
+- Working with version-specific features
+
+<!--codeinclude-->
+
+[Version-specific imports](../../modules/test_module_import/examples/03_version_specific.py)
+
+<!--/codeinclude-->
+
+### Dependencies and Environment Variables
+
+This example shows how to handle module dependencies and environment requirements:
+
+- Importing modules with external dependencies
+- Managing required dependency versions
+- Setting up and accessing environment variables
+- Handling environment-specific configurations
+
+<!--codeinclude-->
+
+[Dependencies and environment variables](../../modules/test_module_import/examples/04_dependencies_and_env.py)
+
+<!--/codeinclude-->
+
+### Advanced Features
+
+This example demonstrates advanced module import capabilities:
+
+- Using custom module loaders for specialized import scenarios
+- Working with namespace packages
+- Managing entry points
+- Handling complex module configurations
+
+<!--codeinclude-->
+
+[Advanced features](../../modules/test_module_import/examples/05_advanced_features.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/trino.md b/docs/modules/trino.md
new file mode 100644
index 000000000..3ceda1445
--- /dev/null
+++ b/docs/modules/trino.md
@@ -0,0 +1,23 @@
+# Trino
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.2"><span class="tc-version">:material-tag: v4.7.2</span></a>
+
+## Introduction
+
+The Testcontainers module for Trino.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Trino module to your python dependencies:
+
+```bash
+pip install testcontainers[trino] trino
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Trino container](../../modules/trino/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/vault.md b/docs/modules/vault.md
new file mode 100644
index 000000000..7dc4d1260
--- /dev/null
+++ b/docs/modules/vault.md
@@ -0,0 +1,23 @@
+# Vault
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Vault.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Vault module to your python dependencies:
+
+```bash
+pip install testcontainers[vault] hvac
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Vault container](../../modules/vault/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/weaviate.md b/docs/modules/weaviate.md
new file mode 100644
index 000000000..90fec975a
--- /dev/null
+++ b/docs/modules/weaviate.md
@@ -0,0 +1,23 @@
+# Weaviate
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.6.0"><span class="tc-version">:material-tag: v4.6.0</span></a>
+
+## Introduction
+
+The Testcontainers module for Weaviate.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Weaviate module to your python dependencies:
+
+```bash
+pip install testcontainers[weaviate] weaviate-client
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Weaviate container](../../modules/weaviate/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/docs/poetry.lock b/docs/poetry.lock
new file mode 100644
index 000000000..bb4f10cd7
--- /dev/null
+++ b/docs/poetry.lock
@@ -0,0 +1,829 @@
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+
+[[package]]
+name = "babel"
+version = "2.17.0"
+description = "Internationalization utilities"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
+]
+
+[package.extras]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
+
+[[package]]
+name = "backrefs"
+version = "5.8"
+description = "A wrapper around re and regex that adds additional back references."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "backrefs-5.8-py310-none-any.whl", hash = "sha256:c67f6638a34a5b8730812f5101376f9d41dc38c43f1fdc35cb54700f6ed4465d"},
+    {file = "backrefs-5.8-py311-none-any.whl", hash = "sha256:2e1c15e4af0e12e45c8701bd5da0902d326b2e200cafcd25e49d9f06d44bb61b"},
+    {file = "backrefs-5.8-py312-none-any.whl", hash = "sha256:bbef7169a33811080d67cdf1538c8289f76f0942ff971222a16034da88a73486"},
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+enabler = ["pytest-enabler (>=2.2)"]
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+type = ["pytest-mypy"]
+
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+lock-version = "2.1"
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diff --git a/docs/pyproject.toml b/docs/pyproject.toml
new file mode 100644
index 000000000..565d77714
--- /dev/null
+++ b/docs/pyproject.toml
@@ -0,0 +1,25 @@
+[tool.poetry]
+name = "testcontainers-docs"
+version = "0.1.0"
+description = "Documentation site for testcontainers-python"
+authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
+maintainers = [
+    "Balint Bartha <totallyzen@users.noreply.github.com>",
+    "David Ankin <daveankin@gmail.com>",
+    "Vemund Santi <vemund@santi.no>",
+]
+
+[tool.poetry.dependencies]
+python = ">=3.9,<4.0"
+mkdocs = "^1.5.3"
+mkdocs-material = "^9.5.0"
+mkdocs-markdownextradata-plugin = "^0.2.6"
+mkdocs-codeinclude-plugin = "^0.2.1"
+mkdocs-include-markdown-plugin = "^7.1.5"
+
+[tool.poetry.requires-plugins]
+poetry-plugin-export = ">=1.8"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/docs/quickstart.md b/docs/quickstart.md
new file mode 100644
index 000000000..83b0454ff
--- /dev/null
+++ b/docs/quickstart.md
@@ -0,0 +1,92 @@
+_Testcontainers for Python_ integrates seamlessly with Python testing frameworks like [pytest](https://docs.pytest.org/en/stable/).
+
+It's ideal for integration and end-to-end tests, allowing you to easily manage dependencies using Docker.
+
+## 1. System requirements
+
+Before you begin, review the [system requirements](system_requirements/index.md).
+
+## 2. Install _Testcontainers for Python_
+
+Install testcontainers-python with pip:
+
+```bash
+pip install testcontainers
+```
+
+## 3. Spin up Redis
+
+```python
+import pytest
+from testcontainers.redis import RedisContainer
+import redis
+
+def test_with_redis():
+    with RedisContainer() as redis_container:
+        # Get connection parameters
+        host = redis_container.get_container_host_ip()
+        port = redis_container.get_exposed_port(redis_container.port)
+
+        # Create Redis client
+        client = redis.Redis(host=host, port=port, decode_responses=True)
+
+        # Test Redis connection
+        client.set("test_key", "Hello, Redis!")
+        value = client.get("test_key")
+        assert value == "Hello, Redis!"
+```
+
+The `RedisContainer` class makes it easy to start a Redis container for testing:
+
+- The container starts automatically when entering the context manager (`with` statement).
+- It stops and removes itself when exiting the context.
+- `get_container_host_ip()` returns the host IP.
+- `get_exposed_port()` returns the mapped host port.
+
+When using `get_exposed_port()`, think of it as running `docker run -p <port>`. `dockerd` maps the container's internal port to a random available port on your host.
+
+In the example above, the default Redis port (6379) is exposed for TCP traffic. This setup allows your code to connect to Redis outside the container and supports parallel test execution. Each test gets its own Redis container on a unique, random port.
+
+The context manager (`with` statement) ensures containers are cleaned up after tests, so no containers are left running.
+
+!!!tip
+
+    See [the garbage collector](features/garbage_collector.md) for another way to clean up resources.
+
+## 4. Connect your code to the container
+
+Typically, Python applications use the [redis-py](https://github.com/redis/redis-py) client. The following code retrieves the endpoint from the container and configures the client.
+
+```python
+def test_redis_operations():
+    with RedisContainer() as redis_container:
+        # Get connection parameters
+        host = redis_container.get_container_host_ip()
+        port = redis_container.get_exposed_port(redis_container.port)
+
+        # Create Redis client
+        client = redis.Redis(host=host, port=port, decode_responses=True)
+
+        # Test various Redis operations
+        # String operations
+        client.set("greeting", "Hello, Redis!")
+        value = client.get("greeting")
+        assert value == "Hello, Redis!"
+
+        # List operations
+        client.lpush("tasks", "task1", "task2", "task3")
+        tasks = client.lrange("tasks", 0, -1)
+        assert tasks == ["task3", "task2", "task1"]
+```
+
+## 5. Run the test
+
+You can run the test via `pytest`:
+
+```bash
+pytest test_redis.py
+```
+
+## 6. Want to go deeper with Redis?
+
+You can find a more elaborated Redis example in our [examples section](./modules/redis.md).
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 000000000..a46ce6fff
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,36 @@
+babel==2.17.0 ; python_version >= "3.9" and python_version < "4.0"
+backrefs==5.8 ; python_version >= "3.9" and python_version < "4.0"
+bracex==2.5.post1 ; python_version >= "3.9" and python_version < "4.0"
+certifi==2025.4.26 ; python_version >= "3.9" and python_version < "4.0"
+charset-normalizer==3.4.2 ; python_version >= "3.9" and python_version < "4.0"
+click==8.1.8 ; python_version >= "3.9" and python_version < "4.0"
+colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0"
+ghp-import==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+idna==3.10 ; python_version >= "3.9" and python_version < "4.0"
+importlib-metadata==8.7.0 ; python_version == "3.9"
+jinja2==3.1.6 ; python_version >= "3.9" and python_version < "4.0"
+markdown==3.8 ; python_version >= "3.9" and python_version < "4.0"
+markupsafe==3.0.2 ; python_version >= "3.9" and python_version < "4.0"
+mergedeep==1.3.4 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-codeinclude-plugin==0.2.1 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-get-deps==0.2.0 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-include-markdown-plugin==7.1.5 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-markdownextradata-plugin==0.2.6 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material-extensions==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material==9.6.13 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs==1.6.1 ; python_version >= "3.9" and python_version < "4.0"
+packaging==25.0 ; python_version >= "3.9" and python_version < "4.0"
+paginate==0.5.7 ; python_version >= "3.9" and python_version < "4.0"
+pathspec==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
+platformdirs==4.3.8 ; python_version >= "3.9" and python_version < "4.0"
+pygments==2.19.1 ; python_version >= "3.9" and python_version < "4.0"
+pymdown-extensions==10.15 ; python_version >= "3.9" and python_version < "4.0"
+python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml-env-tag==1.0 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "4.0"
+requests==2.32.3 ; python_version >= "3.9" and python_version < "4.0"
+six==1.17.0 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.4.0 ; python_version >= "3.9" and python_version < "4.0"
+watchdog==6.0.0 ; python_version >= "3.9" and python_version < "4.0"
+wcmatch==10.0 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.21.0 ; python_version == "3.9"
diff --git a/docs/system_requirements/docker.md b/docs/system_requirements/docker.md
new file mode 100644
index 000000000..7bc3c55de
--- /dev/null
+++ b/docs/system_requirements/docker.md
@@ -0,0 +1,11 @@
+# General Docker requirements
+
+Testcontainers requires a Docker-API compatible container runtime.
+During development, Testcontainers is actively tested against recent versions of Docker on Linux, as well as against Docker Desktop on Mac and Windows.
+These Docker environments are automatically detected and used by Testcontainers without any additional configuration being necessary.
+
+It is possible to configure Testcontainers to work for other Docker setups, such as a remote Docker host or Docker alternatives.
+However, these are not actively tested in the main development workflow, so not all Testcontainers features might be available and additional manual configuration might be necessary. Please see the [Docker host detection](../features/configuration.md#docker-host-detection) section for more information.
+
+If you have further questions about configuration details for your setup or whether it supports running Testcontainers-based tests,
+please contact the Testcontainers team and other users from the Testcontainers community on [Slack](https://slack.testcontainers.org/).
diff --git a/docs/system_requirements/index.md b/docs/system_requirements/index.md
new file mode 100644
index 000000000..74e0464da
--- /dev/null
+++ b/docs/system_requirements/index.md
@@ -0,0 +1,183 @@
+# Python versions
+
+The library supports Python >= 3.9, < 4.0.
+
+## Updating your Python version
+
+There are several common approaches for managing and isolating your Python environment when using Testcontainers (or any Python project). Each has its own trade-offs in terms of reproducibility, ease of use, and integration with tooling:
+
+### venv (built-in virtual environments)
+
+#### What it is
+
+Python’s built-in way to create lightweight environments.
+
+#### How to use
+
+```bash
+python3 -m venv .venv # create an env in “.venv”
+source .venv/bin/activate # on Unix/macOS
+.venv\Scripts\activate # on Windows
+pip install -r requirements.txt
+```
+
+| Pros                                      | Cons                                               |
+| ----------------------------------------- | -------------------------------------------------- |
+| No extra dependencies                     | You still manage `requirements.txt` by hand        |
+| Very lightweight                          | Doesn’t provide lockfiles or dependency resolution |
+| Works everywhere Python 3.3+ is installed |                                                    |
+
+### virtualenv (stand-alone)
+
+#### What it is
+
+A more mature alternative to venv, sometimes faster and with more features.
+
+#### How to use
+
+```bash
+pip install virtualenv
+virtualenv .env
+source .env/bin/activate
+pip install -r requirements.txt
+```
+
+| Pros                                                                        | Cons                                                 |
+| --------------------------------------------------------------------------- | ---------------------------------------------------- |
+| Slightly more flexible than `venv` (e.g. can target different interpreters) | Still manual management of versions and dependencies |
+
+### pipenv
+
+#### What it is
+
+A higher-level tool combining environment creation with Pipfile dependency management.
+
+#### How to use
+
+```bash
+pip install pipenv
+pipenv install --dev testcontainers
+pipenv shell
+```
+
+Dependencies live in Pipfile; exact versions locked in Pipfile.lock.
+
+| Pros                                      | Cons                                                |
+| ----------------------------------------- | --------------------------------------------------- |
+| Automatic creation of a virtualenv        | Can be slower, historically some performance quirks |
+| Lockfile for reproducible installs        |                                                     |
+| `pipenv run …` to avoid activating shells |                                                     |
+
+### poetry
+
+#### What it is
+
+A modern dependency manager and packaging tool, with built-in virtualenv support.
+
+#### How to use
+
+```bash
+curl -sSL https://install.python-poetry.org | python3 -
+poetry init # walk you through pyproject.toml creation
+poetry add --dev testcontainers
+poetry shell
+```
+
+Your Python version constraints and dependencies are in pyproject.toml; lockfile is poetry.lock.
+
+| Pros                                                | Cons                                                  |
+| --------------------------------------------------- | ----------------------------------------------------- |
+| Elegant TOML-based config                           | A bit of a learning curve if you’re used to plain Pip |
+| Creates truly reproducible environments             |                                                       |
+| Supports publishing packages to PyPI out of the box |                                                       |
+
+### conda / mamba
+
+#### What it is
+
+Cross-language environment and package manager (Python/R/C++).
+
+#### How to use
+
+```bash
+conda create -n tc-env python=3.10
+conda activate tc-env
+conda install pip
+pip install testcontainers
+```
+
+Or with Mamba for faster solves:
+
+```bash
+mamba install pip
+mamba install -c conda-forge testcontainers
+```
+
+| Pros                                                            | Cons                        |
+| --------------------------------------------------------------- | --------------------------- |
+| Manages non-Python dependencies easily (e.g., system libraries) | Larger disk footprint       |
+| Reproducible YAML environment files (`environment.yml`)         | Less “pure” Python workflow |
+
+### Docker-based environments
+
+#### What it is
+
+Run your tests inside a Docker image, so everything (even Python itself) is containerized.
+
+#### How to use
+
+```bash
+FROM python:3.10-slim
+WORKDIR /app
+COPY pyproject.toml poetry.lock ./
+RUN pip install poetry && poetry install --no-root
+COPY . .
+CMD ["pytest", "--maxfail=1", "--disable-warnings", "-q"]
+```
+
+| Pros                                                 | Cons                                                |
+| ---------------------------------------------------- | --------------------------------------------------- |
+| True isolation from host machine (including OS libs) | Slower startup/testing cycle                        |
+| Easy to share exact environment via Dockerfile       | Extra complexity if you’re not already Docker-savvy |
+
+### tox for multi-env testing
+
+#### What it is
+
+A tool to automate testing across multiple Python versions/environments.
+
+#### How to use
+
+```bash
+# tox.ini
+
+[tox]
+envlist = py39,py310,py311
+
+[testenv]
+deps = pytest
+testcontainers
+commands = pytest
+```
+
+| Pros                                                      | Cons                         |
+| --------------------------------------------------------- | ---------------------------- |
+| Ensures compatibility across multiple Python interpreters | Adds another layer of config |
+| Isolates each test run in its own venv                    |                              |
+
+## Choosing the Right Tool
+
+| Tool         | Lockfile? | Built-in Env | Cross-Platform | Non-Python Deps | Reproducibility |
+| ------------ | --------- | ------------ | -------------- | --------------- | --------------- |
+| `venv`       | No        | Yes          | Yes            | No              | Low             |
+| `virtualenv` | No        | Yes          | Yes            | No              | Low             |
+| `pipenv`     | Yes       | Yes          | Yes            | No              | Medium          |
+| `poetry`     | Yes       | Yes          | Yes            | No              | High            |
+| `conda`      | Yes (YML) | Yes          | Yes            | Yes             | High            |
+| Docker       | –         | Container    | Yes            | Yes             | Very High       |
+
+## Next Steps
+
+With any of these, once your environment is set up you can simply `pip install testcontainers` (or use Poetry’s `poetry add --dev testcontainers`) and begin writing your container-backed tests in Python.
+
+See the [General Docker Requirements](docker.md) to continue
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+</svg>
diff --git a/docs/theme/main.html b/docs/theme/main.html
new file mode 100644
index 000000000..1c0823892
--- /dev/null
+++ b/docs/theme/main.html
@@ -0,0 +1,10 @@
+{% extends "base.html" %}
+
+{% block analytics %}
+<!-- Cloudflare Web Analytics --><script defer src='https://static.cloudflareinsights.com/beacon.min.js' data-cf-beacon='{"token": "e44a95720257486eab94698a6b4c6ca6"}'></script><!-- End Cloudflare Web Analytics -->
+{% endblock %}
+
+{% block extrahead %}
+<link href="https://fonts.googleapis.com/css2?family=Rubik:wght@400;500;600&display=swap" rel="stylesheet">
+<script rel="text/javascript" src="/js/tc-header.js" defer></script>
+{% endblock %}
diff --git a/docs/theme/partials/header.html b/docs/theme/partials/header.html
new file mode 100644
index 000000000..2c59cbb3d
--- /dev/null
+++ b/docs/theme/partials/header.html
@@ -0,0 +1,140 @@
+<!--
+  Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>
+
+  Permission is hereby granted, free of charge, to any person obtaining a copy
+  of this software and associated documentation files (the "Software"), to
+  deal in the Software without restriction, including without limitation the
+  rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+  sell copies of the Software, and to permit persons to whom the Software is
+  furnished to do so, subject to the following conditions:
+
+  The above copyright notice and this permission notice shall be included in
+  all copies or substantial portions of the Software.
+
+  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+  FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
+  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+  FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+  IN THE SOFTWARE.
+-->
+
+<!-- Determine base classes -->
+{% set class = "md-header" %} {% if "navigation.tabs.sticky" in features %} {%
+set class = class ~ " md-header--shadow md-header--lifted" %} {% elif
+"navigation.tabs" not in features %} {% set class = class ~ " md-header--shadow"
+%} {% endif %} {% include "partials/tc-header.html" %}
+
+<!-- Header -->
+<header class="{{ class }}" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="{{ lang.t('header') }}">
+    <!-- Button to open drawer -->
+    <label class="md-header__button md-icon" for="__drawer">
+      {% include ".icons/material/menu" ~ ".svg" %}
+    </label>
+
+    <!-- Header title -->
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <a
+            href="{{ config.extra.homepage | d(nav.homepage.url, true) | url }}"
+          >
+            <span class="md-ellipsis"> {{ config.site_name }} </span>
+          </a>
+        </div>
+      </div>
+    </div>
+
+    <!-- Color palette -->
+    {% if config.theme.palette %} {% if not config.theme.palette is mapping %}
+    <form class="md-header__option" data-md-component="palette">
+      {% for option in config.theme.palette %} {% set scheme = option.scheme |
+      d("default", true) %} {% set primary = option.primary | d("indigo", true)
+      %} {% set accent = option.accent | d("indigo", true) %}
+      <input
+        class="md-option"
+        data-md-color-media="{{ option.media }}"
+        data-md-color-scheme="{{ scheme | replace(' ', '-') }}"
+        data-md-color-primary="{{ primary | replace(' ', '-') }}"
+        data-md-color-accent="{{ accent | replace(' ', '-') }}"
+        {%
+        if
+        option.toggle
+        %}
+        aria-label="{{ option.toggle.name }}"
+        {%
+        else
+        %}
+        aria-hidden="true"
+        {%
+        endif
+        %}
+        type="radio"
+        name="__palette"
+        id="__palette_{{ loop.index }}"
+      />
+      {% if option.toggle %}
+      <label
+        class="md-header__button md-icon"
+        title="{{ option.toggle.name }}"
+        for="__palette_{{ loop.index0 or loop.length }}"
+        hidden
+      >
+        {% include ".icons/" ~ option.toggle.icon ~ ".svg" %}
+      </label>
+      {% endif %} {% endfor %}
+    </form>
+    {% endif %} {% endif %}
+
+    <!-- Site language selector -->
+    {% if config.extra.alternate %}
+    <div class="md-header__option">
+      <div class="md-select">
+        {% set icon = config.theme.icon.alternate or "material/translate" %}
+        <button
+          class="md-header__button md-icon"
+          aria-label="{{ lang.t('select.language') }}"
+        >
+          {% include ".icons/" ~ icon ~ ".svg" %}
+        </button>
+        <div class="md-select__inner">
+          <ul class="md-select__list">
+            {% for alt in config.extra.alternate %}
+            <li class="md-select__item">
+              <a
+                href="{{ alt.link | url }}"
+                hreflang="{{ alt.lang }}"
+                class="md-select__link"
+              >
+                {{ alt.name }}
+              </a>
+            </li>
+            {% endfor %}
+          </ul>
+        </div>
+      </div>
+    </div>
+    {% endif %}
+
+    <!-- Button to open search modal -->
+    {% if "material/search" in config.plugins %}
+    <label class="md-header__button md-icon" for="__search">
+      {% set icon = config.theme.icon.search or "material/magnify" %} {% include
+      ".icons/" ~ icon ~ ".svg" %}
+    </label>
+
+    <!-- Search interface -->
+    {% include "partials/search.html" %} {% endif %}
+
+    <!-- Repository information -->
+    {% if config.repo_url %}
+    <div class="md-header__source">{% include "partials/source.html" %}</div>
+    {% endif %}
+  </nav>
+
+  <!-- Navigation tabs (sticky) -->
+  {% if "navigation.tabs.sticky" in features %} {% if "navigation.tabs" in
+  features %} {% include "partials/tabs.html" %} {% endif %} {% endif %}
+</header>
diff --git a/docs/theme/partials/nav.html b/docs/theme/partials/nav.html
new file mode 100644
index 000000000..90dcdc2ef
--- /dev/null
+++ b/docs/theme/partials/nav.html
@@ -0,0 +1,79 @@
+<!--
+  Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>
+  Permission is hereby granted, free of charge, to any person obtaining a copy
+  of this software and associated documentation files (the "Software"), to
+  deal in the Software without restriction, including without limitation the
+  rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+  sell copies of the Software, and to permit persons to whom the Software is
+  furnished to do so, subject to the following conditions:
+  The above copyright notice and this permission notice shall be included in
+  all copies or substantial portions of the Software.
+  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+  FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
+  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+  FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+  IN THE SOFTWARE.
+-->
+
+<!-- Determine class according to configuration -->
+{% import "partials/nav-item.html" as item with context %}
+{% set class = "md-nav md-nav--primary" %}
+{% if "navigation.tabs" in features %}
+{% set class = class ~ " md-nav--lifted" %}
+{% endif %}
+{% if "toc.integrate" in features %}
+{% set class = class ~ " md-nav--integrated" %}
+{% endif %}
+
+<!-- Main navigation -->
+<nav class="{{ class }}" aria-label="{{ lang.t('nav') }}" data-md-level="0">
+
+    <!-- Site title -->
+    <label class="md-nav__title" for="__drawer">
+        Content
+    </label>
+
+    <!-- Repository information -->
+    {% if config.repo_url %}
+    <div class="md-nav__source">
+        {% include "partials/source.html" %}
+    </div>
+    {% endif %}
+
+    <!-- Render item list -->
+    <ul class="md-nav__list" data-md-scrollfix>
+        {% for nav_item in nav %}
+        {% set path = "__nav_" ~ loop.index %}
+        {{ item.render(nav_item, path, 1) }}
+        {% endfor %}
+        <li class="community-callout-wrapper">
+            <div class="community-callout">
+                <h2>Join the community</h2>
+                <ul>
+                    <li>
+                        <a href="https://slack.testcontainers.org/" target="_blank">
+                            <img src="/icons/slack.svg" alt="Slack" width="30" height="31">
+                        </a>
+                    </li>
+                    <li>
+                        <a href="https://github.com/testcontainers" target="_blank">
+                            <img src="/icons/github.svg" alt="GitHub" width="30" height="31">
+                        </a>
+                    </li>
+                    <li>
+                        <a href="https://stackoverflow.com/questions/tagged/testcontainers" target="_blank">
+                            <img src="/icons/stackoverflow.svg" alt="StackOverflow" width="26" height="31">
+                        </a>
+                    </li>
+                    <li>
+                        <a href="https://twitter.com/testcontainers" target="_blank">
+                            <img src="/icons/twitter.svg" alt="Twitter" width="37" height="31">
+                        </a>
+                    </li>
+                </ul>
+            </div>
+        </li>
+    </ul>
+</nav>
diff --git a/docs/theme/partials/tc-header.html b/docs/theme/partials/tc-header.html
new file mode 100644
index 000000000..246e9ff52
--- /dev/null
+++ b/docs/theme/partials/tc-header.html
@@ -0,0 +1,157 @@
+{% set header = ({
+    "siteUrl": "https://testcontainers.com/",
+    "menuItems": [
+        {
+            "label": "Desktop <span class=\"badge rounded-pill\">NEW</span>",
+            "url": "https://testcontainers.com/desktop/"
+        },
+        {
+            "label": "Cloud",
+            "url": "https://testcontainers.com/cloud/"
+        },
+        {
+            "label": "Getting Started",
+            "url": "https://testcontainers.com/getting-started/"
+        },
+        {
+            "label": "Guides",
+            "url": "https://testcontainers.com/guides/"
+        },
+        {
+            "label": "Modules",
+            "url": "https://testcontainers.com/modules/"
+        },
+        {
+            "label": "Docs",
+            "children": [
+                {
+                    "label": "Testcontainers for Java",
+                    "url": "https://java.testcontainers.org/",
+                    "image": "/language-logos/java.svg",
+                },
+                {
+                    "label": "Testcontainers for Go",
+                    "url": "https://golang.testcontainers.org/",
+                    "image": "/language-logos/go.svg",
+                },
+                {
+                    "label": "Testcontainers for .NET",
+                    "url": "https://dotnet.testcontainers.org/",
+                    "image": "/language-logos/dotnet.svg",
+                },
+                {
+                    "label": "Testcontainers for Node.js",
+                    "url": "https://node.testcontainers.org/",
+                    "image": "/language-logos/nodejs.svg",
+                },
+                {
+                    "label": "Testcontainers for Python",
+                    "url": "https://testcontainers-python.readthedocs.io/en/latest/",
+                    "image": "/language-logos/python.svg",
+                    "external": true,
+                },
+                {
+                    "label": "Testcontainers for Rust",
+                    "url": "https://docs.rs/testcontainers/latest/testcontainers/",
+                    "image": "/language-logos/rust.svg",
+                    "external": true,
+                },
+                {
+                    "label": "Testcontainers for Haskell",
+                    "url": "https://github.com/testcontainers/testcontainers-hs",
+                    "image": "/language-logos/haskell.svg",
+                    "external": true,
+                },
+                {
+                    "label": "Testcontainers for Ruby",
+                    "url": "https://github.com/testcontainers/testcontainers-ruby",
+                    "image": "/language-logos/ruby.svg",
+                    "external": true,
+                },
+            ]
+        },
+        {
+            "label": "Slack",
+            "url": "https://slack.testcontainers.org/",
+            "icon": "icon-slack",
+        },
+        {
+            "label": "GitHub",
+            "url": "https://github.com/testcontainers",
+            "icon": "icon-github",
+        },
+    ]
+}) %}
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" style="display: none">
+    <symbol id="icon-external" viewBox="0 0 15 17" width="15" height="17" fill="currentColor">
+        <path  d="M9.334 1.254a.999.999 0 1 0 0 2h1.584l-5.29 5.293a1.002 1.002 0 0 0 1.415 1.416l5.29-5.294v1.585a.999.999 0 1 0 2 0v-4c0-.553-.446-1-1-1h-4Zm-6.5 1a2.5 2.5 0 0 0-2.5 2.5v8a2.5 2.5 0 0 0 2.5 2.5h8a2.5 2.5 0 0 0 2.5-2.5v-2.5a.999.999 0 1 0-2 0v2.5c0 .275-.226.5-.5.5h-8a.501.501 0 0 1-.5-.5v-8c0-.275.224-.5.5-.5h2.5a.999.999 0 1 0 0-2h-2.5Z" />
+    </symbol>
+    <symbol id="icon-caret" width="10" height="10" viewBox="0 0 10 10" fill="currentColor">
+        <path d="M.487 2.157a1.662 1.662 0 0 1 2.357 0L5 4.313l2.156-2.156a1.657 1.657 0 0 1 2.354 0 1.657 1.657 0 0 1 0 2.354L6.177 7.847a1.66 1.66 0 0 1-1.815.36 1.658 1.658 0 0 1-.54-.361L.487 4.51a1.66 1.66 0 0 1 .001-2.353Z" />
+    </symbol>
+    <symbol id="icon-slack" class="icon-slack" width="24" height="24" viewBox="0 0 24 24" aria-hidden="true" focusable="false" fill="currentColor">
+        <path d="M8.76.06a2.392 2.392 0 0 0-2.207 3.309A2.392 2.392 0 0 0 8.76 4.847h2.39V2.453A2.392 2.392 0 0 0 8.76.06Zm0 6.384H2.39A2.392 2.392 0 0 0 .18 9.753a2.392 2.392 0 0 0 2.208 1.479h6.372a2.391 2.391 0 0 0 2.208-3.31 2.39 2.39 0 0 0-2.208-1.478ZM23.893 8.837a2.392 2.392 0 0 0-3.304-2.21 2.392 2.392 0 0 0-1.474 2.21v2.395h2.39a2.391 2.391 0 0 0 2.388-2.395Zm-6.371 0V2.453a2.39 2.39 0 1 0-4.779 0v6.384a2.39 2.39 0 1 0 4.779 0ZM15.133 24a2.391 2.391 0 0 0 2.389-2.394 2.39 2.39 0 0 0-2.39-2.394h-2.389v2.394A2.39 2.39 0 0 0 15.133 24Zm0-6.384h6.371a2.39 2.39 0 0 0 2.39-2.394 2.392 2.392 0 0 0-2.39-2.394h-6.372a2.391 2.391 0 0 0-2.389 2.394 2.39 2.39 0 0 0 2.39 2.394ZM0 15.222a2.391 2.391 0 0 0 4.08 1.691 2.391 2.391 0 0 0 .699-1.691v-2.394h-2.39A2.392 2.392 0 0 0 0 15.222m6.372 0v6.384a2.391 2.391 0 0 0 3.304 2.211 2.39 2.39 0 0 0 1.474-2.211v-6.384a2.392 2.392 0 0 0-2.39-2.394 2.391 2.391 0 0 0-2.388 2.394" />
+    </symbol>
+    <symbol id="icon-github" class="icon-github" width="24" height="24" viewBox="0 0 24 24" aria-hidden="true" focusable="false" fill="currentColor">
+        <path d="M12 0C5.37 0 0 5.37 0 12c0 5.31 3.435 9.795 8.205 11.385.6.105.825-.255.825-.57 0-.285-.015-1.23-.015-2.235-3.015.555-3.795-.735-4.035-1.41-.135-.345-.72-1.41-1.23-1.695-.42-.225-1.02-.78-.015-.795.945-.015 1.62.87 1.845 1.23 1.08 1.815 2.805 1.305 3.495.99.105-.78.42-1.305.765-1.605-2.67-.3-5.46-1.335-5.46-5.925 0-1.305.465-2.385 1.23-3.225-.12-.3-.54-1.53.12-3.18 0 0 1.005-.315 3.3 1.23.96-.27 1.98-.405 3-.405s2.04.135 3 .405c2.295-1.56 3.3-1.23 3.3-1.23.66 1.65.24 2.88.12 3.18.765.84 1.23 1.905 1.23 3.225 0 4.605-2.805 5.625-5.475 5.925.435.375.81 1.095.81 2.22 0 1.605-.015 2.895-.015 3.3 0 .315.225.69.825.57C20.565 21.795 24 17.295 24 12c0-6.63-5.37-12-12-12Z" />
+    </symbol>
+</svg>
+<header id="site-header">
+    <div class="brand">
+        <a href="https://testcontainers.com/" class="logo">
+            <img src="/testcontainers-logo.svg" alt="Testcontainers" width="183" height="48"/>
+        </a>
+        <button id="mobile-menu-toggle">
+            Menu
+            <svg width="30" height="30" viewBox="0 0 30 30" fill="currentColor" xmlns="http://www.w3.org/2000/svg">
+                <rect y="22" width="30" height="4" rx="2"/>
+                <rect y="13" width="30" height="4" rx="2"/>
+                <rect y="4" width="30" height="4" rx="2"/>
+            </svg>
+        </button>
+    </div>
+    <nav>
+        <ul class="menu">
+            {% for menuItem in header["menuItems"] %}
+                {% if menuItem.children %}
+                    <li class="menu-item has-children">
+                        <button>
+                            {{ menuItem.label }}
+                            <svg class="icon-caret" width="10" height="10" viewBox="0 0 10 10">
+                                <use href="#icon-caret"></use>
+                            </svg>
+                        </button>
+                        <ul class="menu-dropdown">
+                            {% for child in menuItem.children %}
+                                <li class="menu-dropdown-item">
+                                    <a href="{{ child.url }}" {% if child.external %}target="_blank"{% endif %}>
+                                        {% if child.image %}
+                                            <img src="{{ child.image }}" alt="" width="24" height="24"/>
+                                        {% endif %}
+                                        {{ child.label }}
+                                        {% if child.external %}
+                                            <svg class="icon-external" width="15" height="17" viewBox="0 0 15 17" aria-hidden="true" focusable="false">
+                                                <use href="#icon-external"></use>
+                                            </svg>
+                                        {% endif %}
+                                    </a>
+                                </li>
+                            {% endfor %}
+                        </ul>
+                    </li>
+                {% else %}
+                    <li class="menu-item">
+                        <a href="{{ menuItem.url }}">
+                            {% if menuItem.icon %}
+                                <svg class="{{ menuItem.icon }}" width="24" height="24" viewBox="0 0 24 24">
+                                    <use href="#{{ menuItem.icon }}"></use>
+                                </svg>
+                            {% endif %}
+                            {{ menuItem.label }}
+                        </a>
+                    </li>
+                {% endif %}
+            {% endfor %}
+        </ul>
+    </nav>
+</header>
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 000000000..aca8281b7
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,105 @@
+site_name: Testcontainers for Python
+site_url: https://python.testcontainers.org
+plugins:
+  - search
+  - codeinclude
+  - include-markdown
+  - markdownextradata
+theme:
+  name: material
+  custom_dir: docs/theme
+  palette:
+    scheme: testcontainers
+  font:
+    text: Roboto
+    code: Roboto Mono
+  logo: logo.svg
+  favicon: favicon.ico
+extra_css:
+  - "css/extra.css"
+  - "css/tc-header.css"
+repo_name: "testcontainers-python"
+repo_url: "https://github.com/testcontainers/testcontainers-python"
+markdown_extensions:
+  - admonition
+  - codehilite:
+      linenums: false
+  - pymdownx.superfences
+  - pymdownx.tabbed:
+      alternate_style: true
+  - pymdownx.snippets
+  - toc:
+      permalink: true
+  - attr_list
+  - pymdownx.emoji:
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+nav:
+  - Home: index.md
+  - Quickstart: quickstart.md
+  - Features:
+      - Creating Containers: features/creating_container.md
+      - Configuration: features/configuration.md
+      - Authentication: features/authentication.md
+      - Executing Commands: features/executing_commands.md
+      - Container Logs: features/container_logs.md
+      - Building Images: features/building_images.md
+      - Copying Data: features/copying_data.md
+      - Wait Strategies: features/wait_strategies.md
+      - Docker Compose: features/docker_compose.md
+      - Networking: features/networking.md
+      - Garbage Collector: features/garbage_collector.md
+      - Advanced Features: features/advanced_features.md
+  - Modules:
+      - Databases:
+          - modules/arangodb.md
+          - modules/cassandra.md
+          - modules/chroma.md
+          - modules/clickhouse.md
+          - modules/cockroachdb.md
+          - modules/cosmosdb.md
+          - modules/db2.md
+          - modules/elasticsearch.md
+          - modules/influxdb.md
+          - modules/mongodb.md
+          - modules/mssql.md
+          - modules/mysql.md
+          - modules/neo4j.md
+          - modules/opensearch.md
+          - modules/oracle-free.md
+          - modules/postgres.md
+          - modules/qdrant.md
+          - modules/redis.md
+          - modules/scylla.md
+          - modules/trino.md
+          - modules/weaviate.md
+      - modules/aws.md
+      - modules/azurite.md
+      - modules/generic.md
+      - modules/google.md
+      - modules/k3s.md
+      - modules/keycloak.md
+      - modules/kafka.md
+      - modules/localstack.md
+      - modules/mailpit.md
+      - modules/memcached.md
+      - modules/milvus.md
+      - modules/minio.md
+      - modules/mqtt.md
+      - modules/nats.md
+      - modules/nginx.md
+      - modules/ollama.md
+      - modules/rabbitmq.md
+      - modules/registry.md
+      - modules/selenium.md
+      - modules/sftp.md
+      - modules/test_module_import.md
+      - modules/vault.md
+  - System Requirements:
+      - system_requirements/index.md
+      - system_requirements/docker.md
+  - Contributing: contributing.md
+  - Getting Help: getting_help.md
+edit_uri: edit/main/docs/
+extra:
+  latest_version: 4.10.0
diff --git a/modules/arangodb/example_basic.py b/modules/arangodb/example_basic.py
new file mode 100644
index 000000000..e75467610
--- /dev/null
+++ b/modules/arangodb/example_basic.py
@@ -0,0 +1,91 @@
+import json
+
+from arango import ArangoClient
+
+from testcontainers.arangodb import ArangoDbContainer
+
+
+def basic_example():
+    with ArangoDbContainer() as arango:
+        # Get connection parameters
+        host = arango.get_container_host_ip()
+        port = arango.get_exposed_port(arango.port)
+        username = arango.username
+        password = arango.password
+
+        # Create ArangoDB client
+        client = ArangoClient(hosts=f"http://{host}:{port}")
+        db = client.db("_system", username=username, password=password)
+        print("Connected to ArangoDB")
+
+        # Create a test database
+        db_name = "test_db"
+        if not db.has_database(db_name):
+            db.create_database(db_name)
+            print(f"Created database: {db_name}")
+
+        # Switch to test database
+        test_db = client.db(db_name, username=username, password=password)
+
+        # Create a test collection
+        collection_name = "test_collection"
+        if not test_db.has_collection(collection_name):
+            test_db.create_collection(collection_name)
+            print(f"Created collection: {collection_name}")
+
+        collection = test_db.collection(collection_name)
+
+        # Insert test documents
+        test_docs = [
+            {"_key": "1", "name": "test1", "value": 100, "category": "A"},
+            {"_key": "2", "name": "test2", "value": 200, "category": "B"},
+            {"_key": "3", "name": "test3", "value": 300, "category": "A"},
+        ]
+
+        collection.import_bulk(test_docs)
+        print("Inserted test documents")
+
+        # Query documents
+        cursor = test_db.aql.execute("""
+            FOR doc IN test_collection
+            FILTER doc.category == "A"
+            RETURN doc
+        """)
+
+        print("\nQuery results:")
+        for doc in cursor:
+            print(json.dumps(doc, indent=2))
+
+        # Execute a more complex query
+        cursor = test_db.aql.execute("""
+            FOR doc IN test_collection
+            COLLECT category = doc.category
+            AGGREGATE
+                count = COUNT(1),
+                avg_value = AVG(doc.value),
+                min_value = MIN(doc.value),
+                max_value = MAX(doc.value)
+            RETURN {
+                category: category,
+                count: count,
+                avg_value: avg_value,
+                min_value: min_value,
+                max_value: max_value
+            }
+        """)
+
+        print("\nAggregation results:")
+        for result in cursor:
+            print(json.dumps(result, indent=2))
+
+        # Get collection info
+        collection_info = collection.properties()
+        print("\nCollection properties:")
+        print(f"Name: {collection_info['name']}")
+        print(f"Type: {collection_info['type']}")
+        print(f"Status: {collection_info['status']}")
+        print(f"Count: {collection.count()}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/aws/example_basic.py b/modules/aws/example_basic.py
new file mode 100644
index 000000000..64410ed23
--- /dev/null
+++ b/modules/aws/example_basic.py
@@ -0,0 +1,117 @@
+import json
+from datetime import datetime
+
+import boto3
+
+from testcontainers.aws import AwsContainer
+
+
+def basic_example():
+    with AwsContainer() as aws:
+        # Get connection parameters
+        host = aws.get_container_host_ip()
+        port = aws.get_exposed_port(aws.port)
+        access_key = aws.access_key
+        secret_key = aws.secret_key
+        region = aws.region
+
+        # Initialize AWS clients
+        s3 = boto3.client(
+            "s3",
+            endpoint_url=f"http://{host}:{port}",
+            aws_access_key_id=access_key,
+            aws_secret_access_key=secret_key,
+            region_name=region,
+        )
+
+        dynamodb = boto3.resource(
+            "dynamodb",
+            endpoint_url=f"http://{host}:{port}",
+            aws_access_key_id=access_key,
+            aws_secret_access_key=secret_key,
+            region_name=region,
+        )
+
+        sqs = boto3.client(
+            "sqs",
+            endpoint_url=f"http://{host}:{port}",
+            aws_access_key_id=access_key,
+            aws_secret_access_key=secret_key,
+            region_name=region,
+        )
+
+        print("Connected to AWS services")
+
+        # Test S3
+        bucket_name = f"test-bucket-{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}"
+        s3.create_bucket(Bucket=bucket_name)
+        print(f"\nCreated S3 bucket: {bucket_name}")
+
+        # Upload a file
+        s3.put_object(Bucket=bucket_name, Key="test.txt", Body="Hello, S3!")
+        print("Uploaded test file")
+
+        # List objects
+        objects = s3.list_objects(Bucket=bucket_name)
+        print("\nObjects in bucket:")
+        for obj in objects.get("Contents", []):
+            print(f"- {obj['Key']}")
+
+        # Test DynamoDB
+        table_name = "test_table"
+        table = dynamodb.create_table(
+            TableName=table_name,
+            KeySchema=[{"AttributeName": "id", "KeyType": "HASH"}],
+            AttributeDefinitions=[{"AttributeName": "id", "AttributeType": "S"}],
+            ProvisionedThroughput={"ReadCapacityUnits": 5, "WriteCapacityUnits": 5},
+        )
+        print(f"\nCreated DynamoDB table: {table_name}")
+
+        # Wait for table to be created
+        table.meta.client.get_waiter("table_exists").wait(TableName=table_name)
+
+        # Insert items
+        table.put_item(Item={"id": "1", "name": "Test Item", "value": 42, "timestamp": datetime.utcnow().isoformat()})
+        print("Inserted test item")
+
+        # Query items
+        response = table.scan()
+        print("\nDynamoDB items:")
+        for item in response["Items"]:
+            print(json.dumps(item, indent=2))
+
+        # Test SQS
+        queue_name = "test-queue"
+        queue = sqs.create_queue(QueueName=queue_name)
+        queue_url = queue["QueueUrl"]
+        print(f"\nCreated SQS queue: {queue_name}")
+
+        # Send message
+        response = sqs.send_message(QueueUrl=queue_url, MessageBody="Hello, SQS!")
+        print(f"Sent message: {response['MessageId']}")
+
+        # Receive message
+        messages = sqs.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=1)
+        print("\nReceived messages:")
+        for message in messages.get("Messages", []):
+            print(json.dumps(message, indent=2))
+
+        # Clean up
+        # Delete S3 bucket and its contents
+        objects = s3.list_objects(Bucket=bucket_name)
+        for obj in objects.get("Contents", []):
+            s3.delete_object(Bucket=bucket_name, Key=obj["Key"])
+        s3.delete_bucket(Bucket=bucket_name)
+        print("\nDeleted S3 bucket")
+
+        # Delete DynamoDB table
+        table.delete()
+        print("Deleted DynamoDB table")
+
+        # Delete SQS queue
+        sqs.delete_queue(QueueUrl=queue_url)
+        print("Deleted SQS queue")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/azurite/example_basic.py b/modules/azurite/example_basic.py
new file mode 100644
index 000000000..872046e97
--- /dev/null
+++ b/modules/azurite/example_basic.py
@@ -0,0 +1,73 @@
+import json
+
+from azure.storage.blob import BlobServiceClient
+from azure.storage.queue import QueueServiceClient
+
+from testcontainers.azurite import AzuriteContainer
+
+
+def basic_example():
+    with AzuriteContainer() as azurite:
+        # Get connection string
+        connection_string = azurite.get_connection_string()
+
+        # Create BlobServiceClient
+        blob_service_client = BlobServiceClient.from_connection_string(connection_string)
+
+        # Create QueueServiceClient
+        queue_service_client = QueueServiceClient.from_connection_string(connection_string)
+
+        # Create a test container
+        container_name = "test-container"
+        container_client = blob_service_client.create_container(container_name)
+        print(f"Created container: {container_name}")
+
+        # Upload test blobs
+        test_data = [
+            {"name": "test1", "value": 100, "category": "A"},
+            {"name": "test2", "value": 200, "category": "B"},
+            {"name": "test3", "value": 300, "category": "A"},
+        ]
+
+        for i, data in enumerate(test_data, 1):
+            blob_name = f"test{i}.json"
+            blob_client = container_client.get_blob_client(blob_name)
+            blob_client.upload_blob(json.dumps(data), overwrite=True)
+            print(f"Uploaded blob: {blob_name}")
+
+        # List blobs
+        print("\nBlobs in container:")
+        for blob in container_client.list_blobs():
+            print(f"Name: {blob.name}, Size: {blob.size} bytes")
+
+        # Download and read a blob
+        blob_client = container_client.get_blob_client("test1.json")
+        blob_data = blob_client.download_blob()
+        content = json.loads(blob_data.readall())
+        print("\nBlob content:")
+        print(json.dumps(content, indent=2))
+
+        # Create a test queue
+        queue_name = "test-queue"
+        queue_client = queue_service_client.create_queue(queue_name)
+        print(f"\nCreated queue: {queue_name}")
+
+        # Send test messages
+        test_messages = ["Hello Azurite!", "This is a test message", "Queue is working!"]
+
+        for msg in test_messages:
+            queue_client.send_message(msg)
+            print(f"Sent message: {msg}")
+
+        # Receive messages
+        print("\nReceived messages:")
+        for _ in range(len(test_messages)):
+            message = queue_client.receive_message()
+            if message:
+                print(f"Message: {message.content}")
+                queue_client.delete_message(message.id, message.pop_receipt)
+                print("Deleted message")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/cassandra/example_basic.py b/modules/cassandra/example_basic.py
new file mode 100644
index 000000000..54cee6f64
--- /dev/null
+++ b/modules/cassandra/example_basic.py
@@ -0,0 +1,153 @@
+import json
+from datetime import datetime
+
+from cassandra.auth import PlainTextAuthProvider
+from cassandra.cluster import Cluster
+
+from testcontainers.cassandra import CassandraContainer
+
+
+def basic_example():
+    with CassandraContainer() as cassandra:
+        # Get connection parameters
+        host = cassandra.get_container_host_ip()
+        port = cassandra.get_exposed_port(cassandra.port)
+        username = cassandra.username
+        password = cassandra.password
+
+        # Create Cassandra client
+        auth_provider = PlainTextAuthProvider(username=username, password=password)
+        cluster = Cluster([host], port=port, auth_provider=auth_provider)
+        session = cluster.connect()
+        print("Connected to Cassandra")
+
+        # Create keyspace
+        session.execute("""
+            CREATE KEYSPACE IF NOT EXISTS test_keyspace
+            WITH replication = {'class': 'SimpleStrategy', 'replication_factor': 1}
+        """)
+        print("Created keyspace")
+
+        # Use keyspace
+        session.set_keyspace("test_keyspace")
+
+        # Create table
+        session.execute("""
+            CREATE TABLE IF NOT EXISTS test_table (
+                id UUID PRIMARY KEY,
+                name text,
+                value int,
+                category text,
+                created_at timestamp
+            )
+        """)
+        print("Created table")
+
+        # Insert test data
+        test_data = [
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440000",
+                "name": "test1",
+                "value": 100,
+                "category": "A",
+                "created_at": datetime.utcnow(),
+            },
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440001",
+                "name": "test2",
+                "value": 200,
+                "category": "B",
+                "created_at": datetime.utcnow(),
+            },
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440002",
+                "name": "test3",
+                "value": 300,
+                "category": "A",
+                "created_at": datetime.utcnow(),
+            },
+        ]
+
+        insert_stmt = session.prepare("""
+            INSERT INTO test_table (id, name, value, category, created_at)
+            VALUES (uuid(), ?, ?, ?, ?)
+        """)
+
+        for data in test_data:
+            session.execute(insert_stmt, (data["name"], data["value"], data["category"], data["created_at"]))
+        print("Inserted test data")
+
+        # Query data
+        print("\nQuery results:")
+        rows = session.execute("SELECT * FROM test_table WHERE category = 'A' ALLOW FILTERING")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "id": str(row.id),
+                        "name": row.name,
+                        "value": row.value,
+                        "category": row.category,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Create materialized view
+        session.execute("""
+            CREATE MATERIALIZED VIEW IF NOT EXISTS test_view AS
+            SELECT category, name, value, created_at
+            FROM test_table
+            WHERE category IS NOT NULL AND name IS NOT NULL
+            PRIMARY KEY (category, name)
+        """)
+        print("\nCreated materialized view")
+
+        # Query materialized view
+        print("\nMaterialized view results:")
+        rows = session.execute("SELECT * FROM test_view WHERE category = 'A'")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "category": row.category,
+                        "name": row.name,
+                        "value": row.value,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Create secondary index
+        session.execute("CREATE INDEX IF NOT EXISTS ON test_table (value)")
+        print("\nCreated secondary index")
+
+        # Query using secondary index
+        print("\nQuery using secondary index:")
+        rows = session.execute("SELECT * FROM test_table WHERE value > 150 ALLOW FILTERING")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "id": str(row.id),
+                        "name": row.name,
+                        "value": row.value,
+                        "category": row.category,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Get table metadata
+        table_meta = session.cluster.metadata.keyspaces["test_keyspace"].tables["test_table"]
+        print("\nTable metadata:")
+        print(f"Columns: {[col.name for col in table_meta.columns.values()]}")
+        print(f"Partition key: {[col.name for col in table_meta.partition_key]}")
+        print(f"Clustering key: {[col.name for col in table_meta.clustering_key]}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/chroma/example_basic.py b/modules/chroma/example_basic.py
new file mode 100644
index 000000000..3d22c01c7
--- /dev/null
+++ b/modules/chroma/example_basic.py
@@ -0,0 +1,65 @@
+import chromadb
+from chromadb.config import Settings
+
+from testcontainers.chroma import ChromaContainer
+
+
+def basic_example():
+    with ChromaContainer() as chroma:
+        # Get connection URL
+        connection_url = chroma.get_connection_url()
+
+        # Create Chroma client
+        client = chromadb.HttpClient(host=connection_url, settings=Settings(allow_reset=True))
+
+        # Create a collection
+        collection_name = "test_collection"
+        collection = client.create_collection(name=collection_name)
+        print(f"Created collection: {collection_name}")
+
+        # Add documents and embeddings
+        documents = [
+            "This is a test document about AI",
+            "Machine learning is a subset of AI",
+            "Deep learning uses neural networks",
+        ]
+
+        embeddings = [
+            [0.1, 0.2, 0.3],  # Simple example embeddings
+            [0.2, 0.3, 0.4],
+            [0.3, 0.4, 0.5],
+        ]
+
+        ids = ["doc1", "doc2", "doc3"]
+        metadatas = [
+            {"source": "test1", "category": "AI"},
+            {"source": "test2", "category": "ML"},
+            {"source": "test3", "category": "DL"},
+        ]
+
+        collection.add(documents=documents, embeddings=embeddings, ids=ids, metadatas=metadatas)
+        print("Added documents to collection")
+
+        # Query the collection
+        results = collection.query(query_embeddings=[[0.1, 0.2, 0.3]], n_results=2)
+
+        print("\nQuery results:")
+        print(f"Documents: {results['documents'][0]}")
+        print(f"Distances: {results['distances'][0]}")
+        print(f"Metadatas: {results['metadatas'][0]}")
+
+        # Get collection info
+        collection_info = client.get_collection(collection_name)
+        print("\nCollection info:")
+        print(f"Name: {collection_info.name}")
+        print(f"Count: {collection_info.count()}")
+
+        # List all collections
+        collections = client.list_collections()
+        print("\nAvailable collections:")
+        for coll in collections:
+            print(f"- {coll.name}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/clickhouse/example_basic.py b/modules/clickhouse/example_basic.py
new file mode 100644
index 000000000..1b4eb5c8d
--- /dev/null
+++ b/modules/clickhouse/example_basic.py
@@ -0,0 +1,76 @@
+from datetime import datetime, timedelta
+
+import pandas as pd
+from clickhouse_driver import Client
+
+from testcontainers.clickhouse import ClickHouseContainer
+
+
+def basic_example():
+    with ClickHouseContainer() as clickhouse:
+        # Get connection parameters
+        host = clickhouse.get_container_host_ip()
+        port = clickhouse.get_exposed_port(clickhouse.port)
+
+        # Create ClickHouse client
+        client = Client(host=host, port=port)
+
+        # Create a test table
+        client.execute("""
+            CREATE TABLE IF NOT EXISTS test_table (
+                id UInt32,
+                name String,
+                value Float64,
+                timestamp DateTime
+            ) ENGINE = MergeTree()
+            ORDER BY (id, timestamp)
+        """)
+        print("Created test table")
+
+        # Generate test data
+        now = datetime.now()
+        data = [
+            (1, "test1", 100.0, now),
+            (2, "test2", 200.0, now + timedelta(hours=1)),
+            (3, "test3", 300.0, now + timedelta(hours=2)),
+        ]
+
+        # Insert data
+        client.execute("INSERT INTO test_table (id, name, value, timestamp) VALUES", data)
+        print("Inserted test data")
+
+        # Query data
+        result = client.execute("""
+            SELECT *
+            FROM test_table
+            ORDER BY id
+        """)
+
+        print("\nQuery results:")
+        for row in result:
+            print(f"ID: {row[0]}, Name: {row[1]}, Value: {row[2]}, Timestamp: {row[3]}")
+
+        # Execute a more complex query
+        result = client.execute("""
+            SELECT
+                name,
+                avg(value) as avg_value,
+                min(value) as min_value,
+                max(value) as max_value
+            FROM test_table
+            GROUP BY name
+            ORDER BY avg_value DESC
+        """)
+
+        print("\nAggregation results:")
+        for row in result:
+            print(f"Name: {row[0]}, Avg: {row[1]:.2f}, Min: {row[2]:.2f}, Max: {row[3]:.2f}")
+
+        # Convert to pandas DataFrame
+        df = pd.DataFrame(result, columns=["name", "avg_value", "min_value", "max_value"])
+        print("\nDataFrame:")
+        print(df)
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/cockroachdb/example_basic.py b/modules/cockroachdb/example_basic.py
new file mode 100644
index 000000000..9da3f219c
--- /dev/null
+++ b/modules/cockroachdb/example_basic.py
@@ -0,0 +1,90 @@
+import pandas as pd
+import sqlalchemy
+from sqlalchemy import text
+
+from testcontainers.cockroachdb import CockroachContainer
+
+
+def basic_example():
+    with CockroachContainer() as cockroach:
+        # Get connection URL
+        connection_url = cockroach.get_connection_url()
+
+        # Create SQLAlchemy engine
+        engine = sqlalchemy.create_engine(connection_url)
+
+        # Create a test table
+        with engine.begin() as conn:
+            conn.execute(
+                text("""
+                CREATE TABLE IF NOT EXISTS test_table (
+                    id SERIAL PRIMARY KEY,
+                    name VARCHAR(50),
+                    value DECIMAL(10,2),
+                    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+                )
+            """)
+            )
+            print("Created test table")
+
+            # Insert test data
+            test_data = [(1, "test1", 100.0), (2, "test2", 200.0), (3, "test3", 300.0)]
+
+            conn.execute(
+                text("""
+                    INSERT INTO test_table (id, name, value)
+                    VALUES (:id, :name, :value)
+                """),
+                [{"id": item_id, "name": name, "value": value} for item_id, name, value in test_data],
+            )
+            print("Inserted test data")
+
+        # Query data
+        with engine.connect() as conn:
+            result = conn.execute(
+                text("""
+                SELECT *
+                FROM test_table
+                ORDER BY id
+            """)
+            )
+
+            print("\nQuery results:")
+            for row in result:
+                print(f"ID: {row.id}, Name: {row.name}, Value: {row.value}, Created: {row.created_at}")
+
+        # Execute a more complex query
+        with engine.connect() as conn:
+            result = conn.execute(
+                text("""
+                SELECT
+                    name,
+                    AVG(value) as avg_value,
+                    COUNT(*) as count,
+                    MIN(created_at) as first_created,
+                    MAX(created_at) as last_created
+                FROM test_table
+                GROUP BY name
+                ORDER BY avg_value DESC
+            """)
+            )
+
+            print("\nAggregation results:")
+            for row in result:
+                print(
+                    f"Name: {row.name}, "
+                    f"Avg: {row.avg_value:.2f}, "
+                    f"Count: {row.count}, "
+                    f"First: {row.first_created}, "
+                    f"Last: {row.last_created}"
+                )
+
+        # Convert to pandas DataFrame
+        with engine.connect() as conn:
+            df = pd.read_sql("SELECT * FROM test_table ORDER BY id", conn)
+            print("\nDataFrame:")
+            print(df)
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/cosmosdb/example_basic.py b/modules/cosmosdb/example_basic.py
new file mode 100644
index 000000000..c836a1409
--- /dev/null
+++ b/modules/cosmosdb/example_basic.py
@@ -0,0 +1,75 @@
+import json
+
+from azure.cosmos import CosmosClient, PartitionKey
+
+from testcontainers.cosmosdb import CosmosDbContainer
+
+
+def basic_example():
+    with CosmosDbContainer() as cosmos:
+        # Get connection parameters
+        endpoint = cosmos.get_connection_url()
+        key = cosmos.get_primary_key()
+
+        # Create CosmosDB client
+        client = CosmosClient(endpoint, key)
+
+        # Create a database
+        database_name = "test_database"
+        database = client.create_database_if_not_exists(id=database_name)
+        print(f"Created database: {database_name}")
+
+        # Create a container
+        container_name = "test_container"
+        container = database.create_container_if_not_exists(
+            id=container_name, partition_key=PartitionKey(path="/category")
+        )
+        print(f"Created container: {container_name}")
+
+        # Insert test items
+        test_items = [
+            {"id": "1", "category": "test1", "name": "Item 1", "value": 100},
+            {"id": "2", "category": "test2", "name": "Item 2", "value": 200},
+            {"id": "3", "category": "test1", "name": "Item 3", "value": 300},
+        ]
+
+        for item in test_items:
+            container.create_item(body=item)
+        print("Inserted test items")
+
+        # Query items
+        query = "SELECT * FROM c WHERE c.category = 'test1'"
+        items = list(container.query_items(query=query, enable_cross_partition_query=True))
+
+        print("\nQuery results:")
+        for item in items:
+            print(json.dumps(item, indent=2))
+
+        # Execute a more complex query
+        query = """
+        SELECT
+            c.category,
+            COUNT(1) as count,
+            AVG(c.value) as avg_value,
+            MIN(c.value) as min_value,
+            MAX(c.value) as max_value
+        FROM c
+        GROUP BY c.category
+        """
+
+        results = list(container.query_items(query=query, enable_cross_partition_query=True))
+
+        print("\nAggregation results:")
+        for result in results:
+            print(json.dumps(result, indent=2))
+
+        # Get container info
+        container_properties = container.read()
+        print("\nContainer properties:")
+        print(f"ID: {container_properties['id']}")
+        print(f"Partition Key: {container_properties['partitionKey']}")
+        print(f"Indexing Policy: {json.dumps(container_properties['indexingPolicy'], indent=2)}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/db2/example_basic.py b/modules/db2/example_basic.py
new file mode 100644
index 000000000..97b5d65f5
--- /dev/null
+++ b/modules/db2/example_basic.py
@@ -0,0 +1,89 @@
+import ibm_db
+import ibm_db_dbi
+import pandas as pd
+
+from testcontainers.db2 import Db2Container
+
+
+def basic_example():
+    with Db2Container() as db2:
+        # Get connection parameters
+        host = db2.get_container_host_ip()
+        port = db2.get_exposed_port(db2.port)
+        database = db2.database
+        username = db2.username
+        password = db2.password
+
+        # Create connection string
+        conn_str = f"DATABASE={database};HOSTNAME={host};PORT={port};PROTOCOL=TCPIP;UID={username};PWD={password}"
+
+        # Connect to DB2
+        conn = ibm_db.connect(conn_str, "", "")
+        print("Connected to DB2")
+
+        # Create a test table
+        create_table_sql = """
+        CREATE TABLE test_table (
+            id INTEGER NOT NULL PRIMARY KEY,
+            name VARCHAR(50),
+            value DECIMAL(10,2),
+            created_at TIMESTAMP DEFAULT CURRENT TIMESTAMP
+        )
+        """
+
+        try:
+            ibm_db.exec_immediate(conn, create_table_sql)
+            print("Created test table")
+        except Exception as e:
+            print(f"Table might already exist: {e}")
+
+        # Insert test data
+        test_data = [(1, "test1", 100.0), (2, "test2", 200.0), (3, "test3", 300.0)]
+
+        insert_sql = "INSERT INTO test_table (id, name, value) VALUES (?, ?, ?)"
+        stmt = ibm_db.prepare(conn, insert_sql)
+
+        for row in test_data:
+            ibm_db.execute(stmt, row)
+        print("Inserted test data")
+
+        # Query data using ibm_db_dbi
+        conn_dbi = ibm_db_dbi.Connection(conn)
+        cursor = conn_dbi.cursor()
+
+        cursor.execute("SELECT * FROM test_table ORDER BY id")
+        rows = cursor.fetchall()
+
+        print("\nQuery results:")
+        for row in rows:
+            print(f"ID: {row[0]}, Name: {row[1]}, Value: {row[2]}, Created: {row[3]}")
+
+        # Execute a more complex query
+        cursor.execute("""
+            SELECT
+                name,
+                AVG(value) as avg_value,
+                COUNT(*) as count,
+                MIN(created_at) as first_created,
+                MAX(created_at) as last_created
+            FROM test_table
+            GROUP BY name
+            ORDER BY avg_value DESC
+        """)
+
+        print("\nAggregation results:")
+        for row in cursor.fetchall():
+            print(f"Name: {row[0]}, Avg: {row[1]:.2f}, Count: {row[2]}, First: {row[3]}, Last: {row[4]}")
+
+        # Convert to pandas DataFrame
+        df = pd.read_sql("SELECT * FROM test_table ORDER BY id", conn_dbi)
+        print("\nDataFrame:")
+        print(df)
+
+        # Clean up
+        cursor.close()
+        ibm_db.close(conn)
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/elasticsearch/example_basic.py b/modules/elasticsearch/example_basic.py
new file mode 100644
index 000000000..1b3ed4077
--- /dev/null
+++ b/modules/elasticsearch/example_basic.py
@@ -0,0 +1,105 @@
+import json
+from datetime import datetime
+
+from elasticsearch import Elasticsearch
+
+from testcontainers.elasticsearch import ElasticsearchContainer
+
+
+def basic_example():
+    with ElasticsearchContainer() as elasticsearch:
+        # Get connection parameters
+        host = elasticsearch.get_container_host_ip()
+        port = elasticsearch.get_exposed_port(elasticsearch.port)
+
+        # Create Elasticsearch client
+        es = Elasticsearch(f"http://{host}:{port}")
+        print("Connected to Elasticsearch")
+
+        # Create index
+        index_name = "test_index"
+        index_settings = {
+            "settings": {"number_of_shards": 1, "number_of_replicas": 0},
+            "mappings": {
+                "properties": {
+                    "name": {"type": "text"},
+                    "value": {"type": "integer"},
+                    "category": {"type": "keyword"},
+                    "created_at": {"type": "date"},
+                }
+            },
+        }
+
+        if not es.indices.exists(index=index_name):
+            es.indices.create(index=index_name, body=index_settings)
+            print(f"Created index: {index_name}")
+
+        # Insert test documents
+        test_docs = [
+            {"name": "test1", "value": 100, "category": "A", "created_at": datetime.utcnow()},
+            {"name": "test2", "value": 200, "category": "B", "created_at": datetime.utcnow()},
+            {"name": "test3", "value": 300, "category": "A", "created_at": datetime.utcnow()},
+        ]
+
+        for i, doc in enumerate(test_docs, 1):
+            es.index(index=index_name, id=i, document=doc)
+        print("Inserted test documents")
+
+        # Refresh index
+        es.indices.refresh(index=index_name)
+
+        # Search documents
+        search_query = {"query": {"bool": {"must": [{"term": {"category": "A"}}]}}}
+
+        print("\nSearch results:")
+        response = es.search(index=index_name, body=search_query)
+        for hit in response["hits"]["hits"]:
+            print(json.dumps(hit["_source"], default=str, indent=2))
+
+        # Execute aggregation
+        agg_query = {
+            "size": 0,
+            "aggs": {
+                "categories": {
+                    "terms": {"field": "category"},
+                    "aggs": {
+                        "avg_value": {"avg": {"field": "value"}},
+                        "min_value": {"min": {"field": "value"}},
+                        "max_value": {"max": {"field": "value"}},
+                    },
+                }
+            },
+        }
+
+        print("\nAggregation results:")
+        response = es.search(index=index_name, body=agg_query)
+        for bucket in response["aggregations"]["categories"]["buckets"]:
+            print(f"\nCategory: {bucket['key']}")
+            print(f"Count: {bucket['doc_count']}")
+            print(f"Avg value: {bucket['avg_value']['value']:.2f}")
+            print(f"Min value: {bucket['min_value']['value']}")
+            print(f"Max value: {bucket['max_value']['value']}")
+
+        # Update document
+        update_body = {"doc": {"value": 150, "updated_at": datetime.utcnow()}}
+        es.update(index=index_name, id=1, body=update_body)
+        print("\nUpdated document")
+
+        # Get document
+        doc = es.get(index=index_name, id=1)
+        print("\nUpdated document:")
+        print(json.dumps(doc["_source"], default=str, indent=2))
+
+        # Delete document
+        es.delete(index=index_name, id=2)
+        print("\nDeleted document")
+
+        # Get index stats
+        stats = es.indices.stats(index=index_name)
+        print("\nIndex stats:")
+        print(f"Documents: {stats['indices'][index_name]['total']['docs']['count']}")
+        print(f"Size: {stats['indices'][index_name]['total']['store']['size_in_bytes']} bytes")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/generic/example_basic.py b/modules/generic/example_basic.py
new file mode 100644
index 000000000..107bcc7c2
--- /dev/null
+++ b/modules/generic/example_basic.py
@@ -0,0 +1,115 @@
+import requests
+
+from testcontainers.generic import GenericContainer
+
+
+def basic_example():
+    # Example 1: Nginx container
+    with GenericContainer("nginx:latest") as nginx:
+        # Get connection parameters
+        host = nginx.get_container_host_ip()
+        port = nginx.get_exposed_port(80)
+
+        # Test Nginx
+        response = requests.get(f"http://{host}:{port}")
+        print("\nNginx response:")
+        print(f"Status code: {response.status_code}")
+        print(f"Content type: {response.headers.get('content-type')}")
+
+    # Example 2: Redis container with custom configuration
+    with GenericContainer("redis:latest") as redis:
+        # Get connection parameters
+        host = redis.get_container_host_ip()
+        port = redis.get_exposed_port(6379)
+
+        # Test Redis
+        import redis
+
+        r = redis.Redis(host=host, port=port)
+        r.set("test_key", "Hello, Redis!")
+        value = r.get("test_key")
+        print("\nRedis test:")
+        print(f"Retrieved value: {value.decode()}")
+
+    # Example 3: PostgreSQL container with environment variables
+    with GenericContainer(
+        "postgres:latest",
+        environment={"POSTGRES_USER": "testuser", "POSTGRES_PASSWORD": "testpass", "POSTGRES_DB": "testdb"},
+    ) as postgres:
+        # Get connection parameters
+        host = postgres.get_container_host_ip()
+        port = postgres.get_exposed_port(5432)
+
+        # Test PostgreSQL
+        import psycopg2
+
+        conn = psycopg2.connect(host=host, port=port, user="testuser", password="testpass", database="testdb")
+        cur = conn.cursor()
+        cur.execute("SELECT version();")
+        version = cur.fetchone()
+        print("\nPostgreSQL test:")
+        print(f"Version: {version[0]}")
+        cur.close()
+        conn.close()
+
+    # Example 4: Custom container with volume mounting
+    with GenericContainer("python:3.9-slim", volumes={"/tmp/test": {"bind": "/app", "mode": "rw"}}) as python:
+        # Get container ID
+        container_id = python.get_container_id()
+        print(f"\nPython container ID: {container_id}")
+
+        # Execute command in container
+        exit_code, output = python.exec_run("python -c 'print(\"Hello from container!\")'")
+        print(f"Command output: {output.decode()}")
+
+    # Example 5: Container with health check
+    with GenericContainer(
+        "mongo:latest",
+        healthcheck={
+            "test": ["CMD", "mongosh", "--eval", "db.adminCommand('ping')"],
+            "interval": 1000000000,  # 1 second
+            "timeout": 3000000000,  # 3 seconds
+            "retries": 3,
+        },
+    ) as mongo:
+        # Get connection parameters
+        host = mongo.get_container_host_ip()
+        port = mongo.get_exposed_port(27017)
+
+        # Test MongoDB
+        from pymongo import MongoClient
+
+        client = MongoClient(f"mongodb://{host}:{port}")
+        db = client.test_db
+        collection = db.test_collection
+        collection.insert_one({"test": "Hello, MongoDB!"})
+        result = collection.find_one()
+        print("\nMongoDB test:")
+        print(f"Retrieved document: {result}")
+
+    # Example 6: Container with network
+    with GenericContainer("nginx:latest", network="test_network") as nginx_network:
+        # Get network info
+        network_info = nginx_network.get_network_info()
+        print("\nNetwork test:")
+        print(f"Network name: {network_info['Name']}")
+        print(f"Network ID: {network_info['Id']}")
+
+    # Example 7: Container with resource limits
+    with GenericContainer("nginx:latest", mem_limit="512m", cpu_period=100000, cpu_quota=50000) as nginx_limits:
+        # Get container stats
+        stats = nginx_limits.get_stats()
+        print("\nResource limits test:")
+        print(f"Memory limit: {stats['memory_stats']['limit']}")
+        print(f"CPU usage: {stats['cpu_stats']['cpu_usage']['total_usage']}")
+
+    # Example 8: Container with custom command
+    with GenericContainer("python:3.9-slim", command=["python", "-c", "print('Custom command test')"]) as python_cmd:
+        # Get logs
+        logs = python_cmd.get_logs()
+        print("\nCustom command test:")
+        print(f"Container logs: {logs.decode()}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/google/example_basic.py b/modules/google/example_basic.py
new file mode 100644
index 000000000..323b25817
--- /dev/null
+++ b/modules/google/example_basic.py
@@ -0,0 +1,127 @@
+import json
+from datetime import datetime
+
+from google.cloud import bigquery, datastore, pubsub, storage
+
+from testcontainers.google import GoogleContainer
+
+
+def basic_example():
+    with GoogleContainer() as google:
+        # Get connection parameters
+        project_id = google.project_id
+
+        # Initialize clients
+        storage_client = storage.Client(project=project_id)
+        pubsub_client = pubsub.PublisherClient()
+        bigquery_client = bigquery.Client(project=project_id)
+        datastore_client = datastore.Client(project=project_id)
+
+        print("Connected to Google Cloud services")
+
+        # Test Cloud Storage
+        bucket_name = f"test-bucket-{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}"
+        bucket = storage_client.create_bucket(bucket_name)
+        print(f"\nCreated bucket: {bucket_name}")
+
+        # Upload a file
+        blob = bucket.blob("test.txt")
+        blob.upload_from_string("Hello, Google Cloud Storage!")
+        print("Uploaded test file")
+
+        # List files
+        blobs = list(bucket.list_blobs())
+        print("\nFiles in bucket:")
+        for blob in blobs:
+            print(f"- {blob.name}")
+
+        # Test Pub/Sub
+        topic_name = f"projects/{project_id}/topics/test-topic"
+        pubsub_client.create_topic(name=topic_name)
+        print(f"\nCreated topic: {topic_name}")
+
+        # Create subscription
+        subscription_name = f"projects/{project_id}/subscriptions/test-subscription"
+        pubsub_client.create_subscription(name=subscription_name, topic=topic_name)
+        print(f"Created subscription: {subscription_name}")
+
+        # Publish message
+        message = "Hello, Pub/Sub!"
+        future = pubsub_client.publish(topic_name, message.encode())
+        message_id = future.result()
+        print(f"Published message: {message_id}")
+
+        # Test BigQuery
+        dataset_id = "test_dataset"
+        bigquery_client.create_dataset(dataset_id)
+        print(f"\nCreated dataset: {dataset_id}")
+
+        # Create table
+        table_id = f"{project_id}.{dataset_id}.test_table"
+        schema = [
+            bigquery.SchemaField("name", "STRING"),
+            bigquery.SchemaField("age", "INTEGER"),
+            bigquery.SchemaField("city", "STRING"),
+        ]
+        table = bigquery_client.create_table(bigquery.Table(table_id, schema=schema))
+        print(f"Created table: {table_id}")
+
+        # Insert data
+        rows_to_insert = [
+            {"name": "John", "age": 30, "city": "New York"},
+            {"name": "Jane", "age": 25, "city": "Los Angeles"},
+            {"name": "Bob", "age": 35, "city": "Chicago"},
+        ]
+        errors = bigquery_client.insert_rows_json(table, rows_to_insert)
+        if not errors:
+            print("Inserted test data")
+        else:
+            print(f"Encountered errors: {errors}")
+
+        # Query data
+        query = f"SELECT * FROM `{table_id}` WHERE age > 30"
+        query_job = bigquery_client.query(query)
+        results = query_job.result()
+        print("\nQuery results:")
+        for row in results:
+            print(json.dumps(dict(row), indent=2))
+
+        # Test Datastore
+        kind = "test_entity"
+        key = datastore_client.key(kind)
+        entity = datastore.Entity(key=key)
+        entity.update({"name": "Test Entity", "value": 42, "timestamp": datetime.utcnow()})
+        datastore_client.put(entity)
+        print(f"\nCreated {kind} entity")
+
+        # Query entities
+        query = datastore_client.query(kind=kind)
+        results = list(query.fetch())
+        print("\nDatastore entities:")
+        for entity in results:
+            print(json.dumps(dict(entity), indent=2))
+
+        # Clean up
+        # Delete bucket and its contents
+        bucket.delete(force=True)
+        print("\nDeleted bucket")
+
+        # Delete topic and subscription
+        pubsub_client.delete_subscription(subscription_name)
+        pubsub_client.delete_topic(topic_name)
+        print("Deleted Pub/Sub topic and subscription")
+
+        # Delete BigQuery dataset and table
+        bigquery_client.delete_table(table_id)
+        bigquery_client.delete_dataset(dataset_id, delete_contents=True)
+        print("Deleted BigQuery dataset and table")
+
+        # Delete Datastore entities
+        query = datastore_client.query(kind=kind)
+        keys = [entity.key for entity in query.fetch()]
+        datastore_client.delete_multi(keys)
+        print("Deleted Datastore entities")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/influxdb/example_basic.py b/modules/influxdb/example_basic.py
new file mode 100644
index 000000000..94154b034
--- /dev/null
+++ b/modules/influxdb/example_basic.py
@@ -0,0 +1,170 @@
+import json
+from datetime import datetime, timedelta
+
+from influxdb_client import InfluxDBClient, Point
+from influxdb_client.client.write_api import SYNCHRONOUS
+
+from testcontainers.influxdb import InfluxDBContainer
+
+
+def basic_example():
+    with InfluxDBContainer() as influxdb:
+        # Get connection parameters
+        host = influxdb.get_container_host_ip()
+        port = influxdb.get_exposed_port(influxdb.port)
+        token = influxdb.token
+        org = influxdb.org
+        bucket = influxdb.bucket
+
+        # Create InfluxDB client
+        client = InfluxDBClient(url=f"http://{host}:{port}", token=token, org=org)
+        print("Connected to InfluxDB")
+
+        # Create write API
+        write_api = client.write_api(write_options=SYNCHRONOUS)
+
+        # Create test data points
+        points = []
+        for i in range(3):
+            point = (
+                Point("test_measurement")
+                .tag("location", f"location_{i}")
+                .tag("device", f"device_{i}")
+                .field("temperature", 20 + i)
+                .field("humidity", 50 + i)
+                .time(datetime.utcnow() + timedelta(minutes=i))
+            )
+            points.append(point)
+
+        # Write points
+        write_api.write(bucket=bucket, record=points)
+        print("Wrote test data points")
+
+        # Create query API
+        query_api = client.query_api()
+
+        # Query data
+        query = f'from(bucket: "{bucket}") |> range(start: -1h) |> filter(fn: (r) => r["_measurement"] == "test_measurement")'
+
+        result = query_api.query(query)
+        print("\nQuery results:")
+        for table in result:
+            for record in table.records:
+                record_data = {
+                    "measurement": record.get_measurement(),
+                    "time": record.get_time().isoformat(),
+                    "location": record.values.get("location"),
+                    "device": record.values.get("device"),
+                    "field": record.get_field(),
+                    "value": record.get_value(),
+                }
+                print(json.dumps(record_data, indent=2))
+
+        # Create aggregation query
+        agg_query = f'from(bucket: "{bucket}") |> range(start: -1h) |> filter(fn: (r) => r["_measurement"] == "test_measurement") |> group(columns: ["location"]) |> mean()'
+
+        agg_result = query_api.query(agg_query)
+        print("\nAggregation results:")
+        for table in agg_result:
+            for record in table.records:
+                record_data = {
+                    "location": record.values.get("location"),
+                    "field": record.get_field(),
+                    "mean": record.get_value(),
+                }
+                print(json.dumps(record_data, indent=2))
+
+        # Create window query
+        window_query = f'from(bucket: "{bucket}") |> range(start: -1h) |> filter(fn: (r) => r["_measurement"] == "test_measurement") |> window(every: 5m) |> mean()'
+
+        window_result = query_api.query(window_query)
+        print("\nWindow results:")
+        for table in window_result:
+            for record in table.records:
+                record_data = {
+                    "window_start": record.get_start().isoformat(),
+                    "window_stop": record.get_stop().isoformat(),
+                    "field": record.get_field(),
+                    "mean": record.get_value(),
+                }
+                print(json.dumps(record_data, indent=2))
+
+        # Create task
+        task_flux = (
+            "option task = {\n"
+            '    name: "test_task",\n'
+            "    every: 1h\n"
+            "}\n\n"
+            f'from(bucket: "{bucket}")\n'
+            "    |> range(start: -1h)\n"
+            '    |> filter(fn: (r) => r["_measurement"] == "test_measurement")\n'
+            "    |> mean()\n"
+            f'    |> to(bucket: "{bucket}", measurement: "test_measurement_agg")'
+        )
+
+        tasks_api = client.tasks_api()
+        task = tasks_api.create_task(name="test_task", flux=task_flux, org=org)
+        print("\nCreated task")
+
+        # Get task info
+        task_info = tasks_api.find_task_by_id(task.id)
+        print("\nTask info:")
+        task_data = {
+            "id": task_info.id,
+            "name": task_info.name,
+            "status": task_info.status,
+            "every": task_info.every,
+        }
+        print(json.dumps(task_data, indent=2))
+
+        # Create dashboard
+        dashboards_api = client.dashboards_api()
+        dashboard = dashboards_api.create_dashboard(name="test_dashboard", org=org)
+        print("\nCreated dashboard")
+
+        # Add cell to dashboard
+        dashboards_api.create_dashboard_cell(
+            dashboard_id=dashboard.id, name="test_cell", x=0, y=0, w=6, h=4, query=query
+        )
+        print("Added cell to dashboard")
+
+        # Get dashboard info
+        dashboard_info = dashboards_api.find_dashboard_by_id(dashboard.id)
+        print("\nDashboard info:")
+        dashboard_data = {
+            "id": dashboard_info.id,
+            "name": dashboard_info.name,
+            "cells": len(dashboard_info.cells),
+        }
+        print(json.dumps(dashboard_data, indent=2))
+
+        # Create bucket
+        buckets_api = client.buckets_api()
+        new_bucket = buckets_api.create_bucket(bucket_name="test_bucket_2", org=org)
+        print("\nCreated new bucket")
+
+        # Get bucket info
+        bucket_info = buckets_api.find_bucket_by_id(new_bucket.id)
+        print("\nBucket info:")
+        bucket_data = {
+            "id": bucket_info.id,
+            "name": bucket_info.name,
+            "org_id": bucket_info.org_id,
+        }
+        print(json.dumps(bucket_data, indent=2))
+
+        # Clean up
+        tasks_api.delete_task(task.id)
+        print("\nDeleted task")
+
+        dashboards_api.delete_dashboard(dashboard.id)
+        print("Deleted dashboard")
+
+        buckets_api.delete_bucket(new_bucket.id)
+        print("Deleted bucket")
+
+        client.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/k3s/example_basic.py b/modules/k3s/example_basic.py
new file mode 100644
index 000000000..75550f0b6
--- /dev/null
+++ b/modules/k3s/example_basic.py
@@ -0,0 +1,179 @@
+import json
+import time
+
+import yaml
+from kubernetes import client, config
+from kubernetes.client.rest import ApiException
+
+from testcontainers.k3s import K3sContainer
+
+
+def basic_example():
+    with K3sContainer() as k3s:
+        # Get kubeconfig
+        kubeconfig = k3s.get_kubeconfig()
+
+        # Load kubeconfig
+        config.load_kube_config_from_dict(yaml.safe_load(kubeconfig))
+        print("Loaded kubeconfig")
+
+        # Create API clients
+        v1 = client.CoreV1Api()
+        apps_v1 = client.AppsV1Api()
+
+        # Create namespace
+        namespace = "test-namespace"
+        try:
+            v1.create_namespace(client.V1Namespace(metadata=client.V1ObjectMeta(name=namespace)))
+            print(f"Created namespace: {namespace}")
+        except ApiException as e:
+            if e.status == 409:  # Already exists
+                print(f"Namespace {namespace} already exists")
+            else:
+                raise
+
+        # Create ConfigMap
+        configmap = client.V1ConfigMap(
+            metadata=client.V1ObjectMeta(name="test-config", namespace=namespace), data={"config.yaml": "key: value"}
+        )
+        v1.create_namespaced_config_map(namespace=namespace, body=configmap)
+        print("Created ConfigMap")
+
+        # Create Secret
+        secret = client.V1Secret(
+            metadata=client.V1ObjectMeta(name="test-secret", namespace=namespace),
+            type="Opaque",
+            data={"username": "dGVzdA==", "password": "cGFzc3dvcmQ="},  # base64 encoded
+        )
+        v1.create_namespaced_secret(namespace=namespace, body=secret)
+        print("Created Secret")
+
+        # Create Deployment
+        deployment = client.V1Deployment(
+            metadata=client.V1ObjectMeta(name="test-deployment", namespace=namespace),
+            spec=client.V1DeploymentSpec(
+                replicas=2,
+                selector=client.V1LabelSelector(match_labels={"app": "test-app"}),
+                template=client.V1PodTemplateSpec(
+                    metadata=client.V1ObjectMeta(labels={"app": "test-app"}),
+                    spec=client.V1PodSpec(
+                        containers=[
+                            client.V1Container(
+                                name="nginx", image="nginx:latest", ports=[client.V1ContainerPort(container_port=80)]
+                            )
+                        ]
+                    ),
+                ),
+            ),
+        )
+        apps_v1.create_namespaced_deployment(namespace=namespace, body=deployment)
+        print("Created Deployment")
+
+        # Create Service
+        service = client.V1Service(
+            metadata=client.V1ObjectMeta(name="test-service", namespace=namespace),
+            spec=client.V1ServiceSpec(
+                selector={"app": "test-app"}, ports=[client.V1ServicePort(port=80, target_port=80)], type="ClusterIP"
+            ),
+        )
+        v1.create_namespaced_service(namespace=namespace, body=service)
+        print("Created Service")
+
+        # Wait for pods to be ready
+        print("\nWaiting for pods to be ready...")
+        time.sleep(10)  # Give some time for pods to start
+
+        # List pods
+        pods = v1.list_namespaced_pod(namespace=namespace)
+        print("\nPods:")
+        for pod in pods.items:
+            print(json.dumps({"name": pod.metadata.name, "phase": pod.status.phase, "ip": pod.status.pod_ip}, indent=2))
+
+        # Get deployment status
+        deployment_status = apps_v1.read_namespaced_deployment_status(name="test-deployment", namespace=namespace)
+        print("\nDeployment status:")
+        print(
+            json.dumps(
+                {
+                    "name": deployment_status.metadata.name,
+                    "replicas": deployment_status.spec.replicas,
+                    "available_replicas": deployment_status.status.available_replicas,
+                    "ready_replicas": deployment_status.status.ready_replicas,
+                },
+                indent=2,
+            )
+        )
+
+        # Get service details
+        service_details = v1.read_namespaced_service(name="test-service", namespace=namespace)
+        print("\nService details:")
+        print(
+            json.dumps(
+                {
+                    "name": service_details.metadata.name,
+                    "type": service_details.spec.type,
+                    "cluster_ip": service_details.spec.cluster_ip,
+                    "ports": [{"port": p.port, "target_port": p.target_port} for p in service_details.spec.ports],
+                },
+                indent=2,
+            )
+        )
+
+        # Create Ingress
+        ingress = client.V1Ingress(
+            metadata=client.V1ObjectMeta(
+                name="test-ingress",
+                namespace=namespace,
+                annotations={"nginx.ingress.kubernetes.io/rewrite-target": "/"},
+            ),
+            spec=client.V1IngressSpec(
+                rules=[
+                    client.V1IngressRule(
+                        host="test.local",
+                        http=client.V1HTTPIngressRuleValue(
+                            paths=[
+                                client.V1HTTPIngressPath(
+                                    path="/",
+                                    path_type="Prefix",
+                                    backend=client.V1IngressBackend(
+                                        service=client.V1IngressServiceBackend(
+                                            name="test-service", port=client.V1ServiceBackendPort(number=80)
+                                        )
+                                    ),
+                                )
+                            ]
+                        ),
+                    )
+                ]
+            ),
+        )
+        networking_v1 = client.NetworkingV1Api()
+        networking_v1.create_namespaced_ingress(namespace=namespace, body=ingress)
+        print("\nCreated Ingress")
+
+        # Get ingress details
+        ingress_details = networking_v1.read_namespaced_ingress(name="test-ingress", namespace=namespace)
+        print("\nIngress details:")
+        print(
+            json.dumps(
+                {
+                    "name": ingress_details.metadata.name,
+                    "host": ingress_details.spec.rules[0].host,
+                    "path": ingress_details.spec.rules[0].http.paths[0].path,
+                },
+                indent=2,
+            )
+        )
+
+        # Clean up
+        print("\nCleaning up resources...")
+        networking_v1.delete_namespaced_ingress(name="test-ingress", namespace=namespace)
+        v1.delete_namespaced_service(name="test-service", namespace=namespace)
+        apps_v1.delete_namespaced_deployment(name="test-deployment", namespace=namespace)
+        v1.delete_namespaced_secret(name="test-secret", namespace=namespace)
+        v1.delete_namespaced_config_map(name="test-config", namespace=namespace)
+        v1.delete_namespace(name=namespace)
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/kafka/example_basic.py b/modules/kafka/example_basic.py
new file mode 100644
index 000000000..37b9a32d0
--- /dev/null
+++ b/modules/kafka/example_basic.py
@@ -0,0 +1,80 @@
+import json
+import time
+from datetime import datetime
+from threading import Thread
+
+from kafka import KafkaConsumer, KafkaProducer
+
+from testcontainers.kafka import KafkaContainer
+
+
+def basic_example():
+    with KafkaContainer() as kafka:
+        # Get connection parameters
+        bootstrap_servers = kafka.get_bootstrap_server()
+
+        # Create Kafka producer
+        producer = KafkaProducer(
+            bootstrap_servers=bootstrap_servers, value_serializer=lambda v: json.dumps(v).encode("utf-8")
+        )
+        print("Created Kafka producer")
+
+        # Create Kafka consumer
+        consumer = KafkaConsumer(
+            bootstrap_servers=bootstrap_servers,
+            value_deserializer=lambda v: json.loads(v.decode("utf-8")),
+            auto_offset_reset="earliest",
+            group_id="test_group",
+        )
+        print("Created Kafka consumer")
+
+        # Define topics
+        topics = ["test_topic1", "test_topic2"]
+
+        # Subscribe to topics
+        consumer.subscribe(topics)
+        print(f"Subscribed to topics: {topics}")
+
+        # Start consuming in a separate thread
+        def consume_messages():
+            for message in consumer:
+                print(f"\nReceived message from {message.topic}:")
+                print(json.dumps(message.value, indent=2))
+
+        consumer_thread = Thread(target=consume_messages)
+        consumer_thread.daemon = True
+        consumer_thread.start()
+
+        # Produce test messages
+        test_messages = [
+            {
+                "topic": "test_topic1",
+                "message": {"id": 1, "content": "Message for topic 1", "timestamp": datetime.utcnow().isoformat()},
+            },
+            {
+                "topic": "test_topic2",
+                "message": {"id": 2, "content": "Message for topic 2", "timestamp": datetime.utcnow().isoformat()},
+            },
+        ]
+
+        for msg in test_messages:
+            producer.send(msg["topic"], msg["message"])
+            print(f"Sent message to {msg['topic']}")
+
+        # Wait for messages to be processed
+        time.sleep(2)
+
+        # Get topic information
+        print("\nTopic information:")
+        for topic in topics:
+            partitions = consumer.partitions_for_topic(topic)
+            print(f"{topic}:")
+            print(f"  Partitions: {partitions}")
+
+        # Clean up
+        producer.close()
+        consumer.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/keycloak/example_basic.py b/modules/keycloak/example_basic.py
new file mode 100644
index 000000000..f4299f989
--- /dev/null
+++ b/modules/keycloak/example_basic.py
@@ -0,0 +1,171 @@
+import json
+
+from keycloak import KeycloakAdmin, KeycloakOpenID
+
+from testcontainers.keycloak import KeycloakContainer
+
+
+def basic_example():
+    with KeycloakContainer() as keycloak:
+        # Get connection parameters
+        host = keycloak.get_container_host_ip()
+        port = keycloak.get_exposed_port(keycloak.port)
+        admin_username = keycloak.admin_username
+        admin_password = keycloak.admin_password
+
+        # Create admin client
+        admin = KeycloakAdmin(
+            server_url=f"http://{host}:{port}/",
+            username=admin_username,
+            password=admin_password,
+            realm_name="master",
+            verify=False,
+        )
+        print("Connected to Keycloak as admin")
+
+        # Create realm
+        realm_name = "test-realm"
+        admin.create_realm(payload={"realm": realm_name, "enabled": True})
+        print(f"\nCreated realm: {realm_name}")
+
+        # Switch to new realm
+        admin.realm_name = realm_name
+
+        # Create client
+        client_id = "test-client"
+        admin.create_client(
+            payload={
+                "clientId": client_id,
+                "publicClient": True,
+                "redirectUris": ["http://localhost:8080/*"],
+                "webOrigins": ["http://localhost:8080"],
+            }
+        )
+        print(f"Created client: {client_id}")
+
+        # Get client details
+        client = admin.get_client(client_id=client_id)
+        print("\nClient details:")
+        print(
+            json.dumps(
+                {
+                    "client_id": client["clientId"],
+                    "public_client": client["publicClient"],
+                    "redirect_uris": client["redirectUris"],
+                },
+                indent=2,
+            )
+        )
+
+        # Create user
+        username = "testuser"
+        admin.create_user(
+            payload={
+                "username": username,
+                "email": "test@example.com",
+                "enabled": True,
+                "credentials": [{"type": "password", "value": "password", "temporary": False}],
+            }
+        )
+        print(f"\nCreated user: {username}")
+
+        # Get user details
+        user = admin.get_user(user_id=username)
+        print("\nUser details:")
+        print(json.dumps({"username": user["username"], "email": user["email"], "enabled": user["enabled"]}, indent=2))
+
+        # Create role
+        role_name = "test-role"
+        admin.create_realm_role(payload={"name": role_name, "description": "Test role"})
+        print(f"\nCreated role: {role_name}")
+
+        # Assign role to user
+        role = admin.get_realm_role(role_name=role_name)
+        admin.assign_realm_roles(user_id=user["id"], roles=[role])
+        print(f"Assigned role {role_name} to user {username}")
+
+        # Create group
+        group_name = "test-group"
+        admin.create_group(payload={"name": group_name})
+        print(f"\nCreated group: {group_name}")
+
+        # Add user to group
+        group = admin.get_group_by_path(path=f"/{group_name}")
+        admin.group_user_add(user_id=user["id"], group_id=group["id"])
+        print(f"Added user {username} to group {group_name}")
+
+        # Create OpenID client
+        openid = KeycloakOpenID(
+            server_url=f"http://{host}:{port}/", client_id=client_id, realm_name=realm_name, verify=False
+        )
+
+        # Get token
+        token = openid.token(username=username, password="password")
+        print("\nToken details:")
+        print(
+            json.dumps(
+                {
+                    "access_token": token["access_token"][:20] + "...",
+                    "refresh_token": token["refresh_token"][:20] + "...",
+                    "expires_in": token["expires_in"],
+                },
+                indent=2,
+            )
+        )
+
+        # Get user info
+        userinfo = openid.userinfo(token["access_token"])
+        print("\nUser info:")
+        print(json.dumps(userinfo, indent=2))
+
+        # Get realm roles
+        roles = admin.get_realm_roles()
+        print("\nRealm roles:")
+        for role in roles:
+            print(f"- {role['name']}")
+
+        # Get user roles
+        user_roles = admin.get_realm_roles_of_user(user_id=user["id"])
+        print("\nUser roles:")
+        for role in user_roles:
+            print(f"- {role['name']}")
+
+        # Get groups
+        groups = admin.get_groups()
+        print("\nGroups:")
+        for group in groups:
+            print(f"- {group['name']}")
+
+        # Get group members
+        group_members = admin.get_group_members(group_id=group["id"])
+        print("\nGroup members:")
+        for member in group_members:
+            print(f"- {member['username']}")
+
+        # Update user
+        admin.update_user(user_id=user["id"], payload={"firstName": "Test", "lastName": "User"})
+        print("\nUpdated user")
+
+        # Update client
+        admin.update_client(client_id=client["id"], payload={"description": "Updated test client"})
+        print("Updated client")
+
+        # Clean up
+        admin.delete_user(user_id=user["id"])
+        print(f"\nDeleted user: {username}")
+
+        admin.delete_client(client_id=client["id"])
+        print(f"Deleted client: {client_id}")
+
+        admin.delete_realm_role(role_name=role_name)
+        print(f"Deleted role: {role_name}")
+
+        admin.delete_group(group_id=group["id"])
+        print(f"Deleted group: {group_name}")
+
+        admin.delete_realm(realm_name=realm_name)
+        print(f"Deleted realm: {realm_name}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/localstack/example_basic.py b/modules/localstack/example_basic.py
new file mode 100644
index 000000000..8c622f223
--- /dev/null
+++ b/modules/localstack/example_basic.py
@@ -0,0 +1,72 @@
+import json
+
+import boto3
+
+from testcontainers.localstack import LocalStackContainer
+
+
+def basic_example():
+    with LocalStackContainer() as localstack:
+        # Get endpoint URL
+        endpoint_url = localstack.get_endpoint_url()
+
+        # Create S3 client
+        s3 = boto3.client(
+            "s3",
+            endpoint_url=endpoint_url,
+            aws_access_key_id="test",
+            aws_secret_access_key="test",
+            region_name="us-east-1",
+        )
+
+        # Create SQS client
+        sqs = boto3.client(
+            "sqs",
+            endpoint_url=endpoint_url,
+            aws_access_key_id="test",
+            aws_secret_access_key="test",
+            region_name="us-east-1",
+        )
+
+        # Create S3 bucket
+        bucket_name = "test-bucket"
+        s3.create_bucket(Bucket=bucket_name)
+        print(f"Created S3 bucket: {bucket_name}")
+
+        # Upload file to S3
+        test_data = {"message": "Hello from LocalStack!", "timestamp": "2024-01-01"}
+        s3.put_object(Bucket=bucket_name, Key="test.json", Body=json.dumps(test_data))
+        print("Uploaded test.json to S3")
+
+        # Create SQS queue
+        queue_name = "test-queue"
+        queue = sqs.create_queue(QueueName=queue_name)
+        queue_url = queue["QueueUrl"]
+        print(f"Created SQS queue: {queue_name}")
+
+        # Send message to SQS
+        message = {"message": "Test message", "number": 42}
+        sqs.send_message(QueueUrl=queue_url, MessageBody=json.dumps(message))
+        print("Sent message to SQS")
+
+        # Receive message from SQS
+        response = sqs.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=1)
+
+        if "Messages" in response:
+            received_message = json.loads(response["Messages"][0]["Body"])
+            print("\nReceived message from SQS:")
+            print(json.dumps(received_message, indent=2))
+
+            # Delete message
+            sqs.delete_message(QueueUrl=queue_url, ReceiptHandle=response["Messages"][0]["ReceiptHandle"])
+            print("Deleted message from queue")
+
+        # List S3 objects
+        objects = s3.list_objects(Bucket=bucket_name)
+        print("\nS3 bucket contents:")
+        for obj in objects.get("Contents", []):
+            print(f"Key: {obj['Key']}, Size: {obj['Size']} bytes")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/mailpit/example_basic.py b/modules/mailpit/example_basic.py
new file mode 100644
index 000000000..ef97ab906
--- /dev/null
+++ b/modules/mailpit/example_basic.py
@@ -0,0 +1,62 @@
+import smtplib
+import time
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+
+import requests
+
+from testcontainers.mailpit import MailpitContainer
+
+
+def basic_example():
+    with MailpitContainer() as mailpit:
+        # Get SMTP and API endpoints
+        smtp_host = mailpit.get_container_host_ip()
+        smtp_port = mailpit.get_exposed_smtp_port()
+        api_url = mailpit.get_base_api_url()
+
+        # Create email message
+        msg = MIMEMultipart()
+        msg["From"] = "sender@example.com"
+        msg["To"] = "recipient@example.com"
+        msg["Subject"] = "Test Email"
+
+        body = "This is a test email sent to Mailpit."
+        msg.attach(MIMEText(body, "plain"))
+
+        # Send email using SMTP
+        with smtplib.SMTP(smtp_host, smtp_port) as server:
+            server.send_message(msg)
+            print("Email sent successfully")
+
+        # Wait for email to be processed
+        time.sleep(1)
+
+        # Check received emails using API
+        response = requests.get(f"{api_url}/api/v1/messages")
+        messages = response.json()
+
+        print("\nReceived emails:")
+        for message in messages["messages"]:
+            print(f"From: {message['From']['Address']}")
+            print(f"To: {message['To'][0]['Address']}")
+            print(f"Subject: {message['Subject']}")
+            print(f"Body: {message['Text']}")
+            print("---")
+
+        # Get specific email details
+        if messages["messages"]:
+            first_message = messages["messages"][0]
+            message_id = first_message["ID"]
+
+            response = requests.get(f"{api_url}/api/v1/messages/{message_id}")
+            message_details = response.json()
+
+            print("\nDetailed message info:")
+            print(f"Size: {message_details['Size']} bytes")
+            print(f"Created: {message_details['Created']}")
+            print(f"Attachments: {len(message_details['Attachments'])}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/memcached/example_basic.py b/modules/memcached/example_basic.py
new file mode 100644
index 000000000..01e52dea8
--- /dev/null
+++ b/modules/memcached/example_basic.py
@@ -0,0 +1,135 @@
+import json
+import pickle
+
+import memcache
+
+from testcontainers.memcached import MemcachedContainer
+
+
+def basic_example():
+    with MemcachedContainer() as memcached:
+        # Get connection parameters
+        host = memcached.get_container_host_ip()
+        port = memcached.get_exposed_port(memcached.port)
+
+        # Create Memcached client
+        client = memcache.Client([f"{host}:{port}"])
+        print("Connected to Memcached")
+
+        # Store simple values
+        client.set("string_key", "Hello from Memcached")
+        client.set("int_key", 42)
+        client.set("float_key", 3.14)
+        print("Stored simple values")
+
+        # Store complex data
+        complex_data = {"name": "test", "values": [1, 2, 3], "nested": {"key": "value"}}
+        client.set("complex_key", json.dumps(complex_data))
+        print("Stored complex data")
+
+        # Store with expiration
+        client.set("expiring_key", "This will expire", time=5)
+        print("Stored value with expiration")
+
+        # Store with pickle
+        class TestObject:
+            def __init__(self, name, value):
+                self.name = name
+                self.value = value
+
+        test_obj = TestObject("test", 123)
+        client.set("object_key", pickle.dumps(test_obj))
+        print("Stored pickled object")
+
+        # Retrieve values
+        print("\nRetrieved values:")
+        print(f"string_key: {client.get('string_key')}")
+        print(f"int_key: {client.get('int_key')}")
+        print(f"float_key: {client.get('float_key')}")
+
+        # Retrieve complex data
+        complex_value = json.loads(client.get("complex_key"))
+        print("\nComplex data:")
+        print(json.dumps(complex_value, indent=2))
+
+        # Retrieve pickled object
+        obj_data = pickle.loads(client.get("object_key"))
+        print("\nPickled object:")
+        print(f"name: {obj_data.name}")
+        print(f"value: {obj_data.value}")
+
+        # Check expiration
+        print("\nChecking expiring key:")
+        print(f"expiring_key: {client.get('expiring_key')}")
+        print("Waiting for key to expire...")
+        import time
+
+        time.sleep(6)
+        print(f"expiring_key after expiration: {client.get('expiring_key')}")
+
+        # Store multiple values
+        multi_data = {"key1": "value1", "key2": "value2", "key3": "value3"}
+        client.set_multi(multi_data)
+        print("\nStored multiple values")
+
+        # Retrieve multiple values
+        multi_keys = ["key1", "key2", "key3"]
+        multi_values = client.get_multi(multi_keys)
+        print("\nMultiple values:")
+        print(json.dumps(multi_values, indent=2))
+
+        # Increment and decrement
+        client.set("counter", 0)
+        client.incr("counter")
+        client.incr("counter", 2)
+        print("\nCounter after increment:")
+        print(f"counter: {client.get('counter')}")
+
+        client.decr("counter")
+        print("Counter after decrement:")
+        print(f"counter: {client.get('counter')}")
+
+        # Store with flags
+        client.set("flagged_key", "value", flags=1)
+        print("\nStored value with flags")
+
+        # Get stats
+        stats = client.get_stats()
+        print("\nMemcached stats:")
+        for server, server_stats in stats:
+            print(f"\nServer: {server}")
+            print(json.dumps(dict(server_stats), indent=2))
+
+        # Delete values
+        client.delete("string_key")
+        client.delete_multi(["key1", "key2", "key3"])
+        print("\nDeleted values")
+
+        # Check deleted values
+        print("\nChecking deleted values:")
+        print(f"string_key: {client.get('string_key')}")
+        print(f"key1: {client.get('key1')}")
+
+        # Store with CAS
+        client.set("cas_key", "initial")
+        cas_value = client.gets("cas_key")
+        print("\nCAS value:")
+        print(f"value: {cas_value}")
+
+        # Update with CAS
+        success = client.cas("cas_key", "updated", cas_value[1])
+        print(f"CAS update success: {success}")
+        print(f"Updated value: {client.get('cas_key')}")
+
+        # Try to update with invalid CAS
+        success = client.cas("cas_key", "failed", 0)
+        print(f"Invalid CAS update success: {success}")
+        print(f"Value after failed update: {client.get('cas_key')}")
+
+        # Clean up
+        client.flush_all()
+        print("\nFlushed all values")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/milvus/example_basic.py b/modules/milvus/example_basic.py
new file mode 100644
index 000000000..776aa11b3
--- /dev/null
+++ b/modules/milvus/example_basic.py
@@ -0,0 +1,138 @@
+import json
+from datetime import datetime
+
+import numpy as np
+from pymilvus import Collection, CollectionSchema, DataType, FieldSchema, connections, utility
+
+from testcontainers.milvus import MilvusContainer
+
+
+def basic_example():
+    with MilvusContainer() as milvus:
+        # Get connection parameters
+        host = milvus.get_container_host_ip()
+        port = milvus.get_exposed_port(milvus.port)
+
+        # Connect to Milvus
+        connections.connect(alias="default", host=host, port=port)
+        print("Connected to Milvus")
+
+        # Create collection
+        collection_name = "test_collection"
+        dim = 128
+
+        fields = [
+            FieldSchema(name="id", dtype=DataType.INT64, is_primary=True, auto_id=True),
+            FieldSchema(name="vector", dtype=DataType.FLOAT_VECTOR, dim=dim),
+            FieldSchema(name="text", dtype=DataType.VARCHAR, max_length=500),
+            FieldSchema(name="category", dtype=DataType.VARCHAR, max_length=100),
+            FieldSchema(name="tags", dtype=DataType.JSON),
+            FieldSchema(name="timestamp", dtype=DataType.VARCHAR, max_length=50),
+        ]
+
+        schema = CollectionSchema(fields=fields, description="Test collection")
+        collection = Collection(name=collection_name, schema=schema)
+        print(f"Created collection: {collection_name}")
+
+        # Create index
+        index_params = {"metric_type": "COSINE", "index_type": "IVF_FLAT", "params": {"nlist": 1024}}
+        collection.create_index(field_name="vector", index_params=index_params)
+        print("Created index on vector field")
+
+        # Generate test data
+        num_entities = 5
+        vectors = np.random.rand(num_entities, dim).tolist()
+
+        texts = [
+            "AI and machine learning are transforming industries",
+            "New study reveals benefits of meditation",
+            "Global warming reaches critical levels",
+            "Stock market shows strong growth",
+            "New restaurant opens in downtown",
+        ]
+
+        categories = ["Technology", "Health", "Environment", "Finance", "Food"]
+
+        tags = [
+            ["AI", "ML", "innovation"],
+            ["wellness", "mental health"],
+            ["climate", "sustainability"],
+            ["investing", "markets"],
+            ["dining", "local"],
+        ]
+
+        timestamps = [datetime.utcnow().isoformat() for _ in range(num_entities)]
+
+        # Insert data
+        entities = [vectors, texts, categories, tags, timestamps]
+
+        collection.insert(entities)
+        print("Inserted test data")
+
+        # Flush collection
+        collection.flush()
+        print("Flushed collection")
+
+        # Load collection
+        collection.load()
+        print("Loaded collection")
+
+        # Search vectors
+        search_params = {"metric_type": "COSINE", "params": {"nprobe": 10}}
+
+        results = collection.search(
+            data=[vectors[0]],
+            anns_field="vector",
+            param=search_params,
+            limit=3,
+            output_fields=["text", "category", "tags"],
+        )
+
+        print("\nSearch results:")
+        for hits in results:
+            for hit in hits:
+                print(json.dumps({"id": hit.id, "distance": hit.distance, "entity": hit.entity}, indent=2))
+
+        # Query with filter
+        filter_expr = 'category == "Technology"'
+        query_results = collection.query(expr=filter_expr, output_fields=["text", "category", "tags"])
+
+        print("\nQuery results with filter:")
+        print(json.dumps(query_results, indent=2))
+
+        # Get collection stats
+        stats = collection.get_statistics()
+        print("\nCollection statistics:")
+        print(json.dumps(stats, indent=2))
+
+        # Create partition
+        partition_name = "test_partition"
+        collection.create_partition(partition_name)
+        print(f"\nCreated partition: {partition_name}")
+
+        # List partitions
+        partitions = collection.partitions
+        print("\nPartitions:")
+        for partition in partitions:
+            print(
+                json.dumps(
+                    {"name": partition.name, "is_empty": partition.is_empty, "num_entities": partition.num_entities},
+                    indent=2,
+                )
+            )
+
+        # Delete partition
+        collection.drop_partition(partition_name)
+        print(f"Deleted partition: {partition_name}")
+
+        # Clean up
+        utility.drop_collection(collection_name)
+        print("\nDropped collection")
+
+        # Disconnect
+        connections.disconnect("default")
+        print("Disconnected from Milvus")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/minio/example_basic.py b/modules/minio/example_basic.py
new file mode 100644
index 000000000..5318679be
--- /dev/null
+++ b/modules/minio/example_basic.py
@@ -0,0 +1,120 @@
+import io
+import json
+from datetime import timedelta
+
+from minio import Minio
+
+from testcontainers.minio import MinioContainer
+
+
+def basic_example():
+    with MinioContainer() as minio:
+        # Get connection parameters
+        host = minio.get_container_host_ip()
+        port = minio.get_exposed_port(minio.port)
+        access_key = minio.access_key
+        secret_key = minio.secret_key
+
+        # Create MinIO client
+        client = Minio(f"{host}:{port}", access_key=access_key, secret_key=secret_key, secure=False)
+        print("Connected to MinIO")
+
+        # Create bucket
+        bucket_name = "test-bucket"
+        client.make_bucket(bucket_name)
+        print(f"Created bucket: {bucket_name}")
+
+        # List buckets
+        buckets = client.list_buckets()
+        print("\nBuckets:")
+        for bucket in buckets:
+            print(f"- {bucket.name} (created: {bucket.creation_date})")
+
+        # Upload test files
+        test_files = {"test1.txt": "Hello from test1", "test2.txt": "Hello from test2", "test3.txt": "Hello from test3"}
+
+        for filename, content in test_files.items():
+            data = io.BytesIO(content.encode())
+            client.put_object(bucket_name, filename, data, len(content.encode()), content_type="text/plain")
+            print(f"Uploaded {filename}")
+
+        # List objects
+        objects = client.list_objects(bucket_name)
+        print("\nObjects in bucket:")
+        for obj in objects:
+            print(f"- {obj.object_name} (size: {obj.size} bytes)")
+
+        # Get object
+        print("\nObject contents:")
+        for filename in test_files:
+            response = client.get_object(bucket_name, filename)
+            content = response.read().decode()
+            print(f"{filename}: {content}")
+
+        # Create directory structure
+        client.put_object(
+            bucket_name, "folder1/test4.txt", io.BytesIO(b"Hello from test4"), 15, content_type="text/plain"
+        )
+        print("\nCreated directory structure")
+
+        # List objects with prefix
+        objects = client.list_objects(bucket_name, prefix="folder1/")
+        print("\nObjects in folder1:")
+        for obj in objects:
+            print(f"- {obj.object_name}")
+
+        # Copy object
+        client.copy_object(bucket_name, "test1.txt", f"{bucket_name}/folder1/test1_copy.txt")
+        print("\nCopied object")
+
+        # Get object metadata
+        stat = client.stat_object(bucket_name, "test1.txt")
+        print("\nObject metadata:")
+        print(
+            json.dumps(
+                {
+                    "name": stat.object_name,
+                    "size": stat.size,
+                    "content_type": stat.content_type,
+                    "last_modified": stat.last_modified.isoformat(),
+                },
+                indent=2,
+            )
+        )
+
+        # Generate presigned URL
+        url = client.presigned_get_object(bucket_name, "test1.txt", expires=timedelta(hours=1))
+        print(f"\nPresigned URL: {url}")
+
+        # Set bucket policy
+        policy = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Principal": {"AWS": "*"},
+                    "Action": ["s3:GetObject"],
+                    "Resource": [f"arn:aws:s3:::{bucket_name}/*"],
+                }
+            ],
+        }
+        client.set_bucket_policy(bucket_name, json.dumps(policy))
+        print("\nSet bucket policy")
+
+        # Get bucket policy
+        policy = client.get_bucket_policy(bucket_name)
+        print("\nBucket policy:")
+        print(json.dumps(json.loads(policy), indent=2))
+
+        # Remove objects
+        for filename in test_files:
+            client.remove_object(bucket_name, filename)
+            print(f"Removed {filename}")
+
+        # Remove bucket
+        client.remove_bucket(bucket_name)
+        print(f"\nRemoved bucket: {bucket_name}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/mongodb/example_basic.py b/modules/mongodb/example_basic.py
new file mode 100644
index 000000000..8fde30c65
--- /dev/null
+++ b/modules/mongodb/example_basic.py
@@ -0,0 +1,85 @@
+import json
+from datetime import datetime
+
+from pymongo import MongoClient
+
+from testcontainers.mongodb import MongoDbContainer
+
+
+def basic_example():
+    with MongoDbContainer() as mongodb:
+        # Get connection URL
+        connection_url = mongodb.get_connection_url()
+
+        # Create MongoDB client
+        client = MongoClient(connection_url)
+        print("Connected to MongoDB")
+
+        # Get database and collection
+        db = client.test_db
+        collection = db.test_collection
+
+        # Insert test documents
+        test_docs = [
+            {"name": "test1", "value": 100, "category": "A", "created_at": datetime.utcnow()},
+            {"name": "test2", "value": 200, "category": "B", "created_at": datetime.utcnow()},
+            {"name": "test3", "value": 300, "category": "A", "created_at": datetime.utcnow()},
+        ]
+
+        result = collection.insert_many(test_docs)
+        print(f"Inserted {len(result.inserted_ids)} documents")
+
+        # Query documents
+        print("\nQuery results:")
+        for doc in collection.find({"category": "A"}):
+            print(json.dumps(doc, default=str, indent=2))
+
+        # Execute aggregation pipeline
+        pipeline = [
+            {
+                "$group": {
+                    "_id": "$category",
+                    "avg_value": {"$avg": "$value"},
+                    "count": {"$sum": 1},
+                    "min_value": {"$min": "$value"},
+                    "max_value": {"$max": "$value"},
+                }
+            },
+            {"$sort": {"avg_value": -1}},
+        ]
+
+        print("\nAggregation results:")
+        for result in collection.aggregate(pipeline):
+            print(json.dumps(result, default=str, indent=2))
+
+        # Create indexes
+        collection.create_index("name")
+        collection.create_index([("category", 1), ("value", -1)])
+        print("\nCreated indexes")
+
+        # List indexes
+        print("\nIndexes:")
+        for index in collection.list_indexes():
+            print(json.dumps(index, default=str, indent=2))
+
+        # Update documents
+        result = collection.update_many({"category": "A"}, {"$set": {"updated": True}})
+        print(f"\nUpdated {result.modified_count} documents")
+
+        # Find updated documents
+        print("\nUpdated documents:")
+        for doc in collection.find({"updated": True}):
+            print(json.dumps(doc, default=str, indent=2))
+
+        # Delete documents
+        result = collection.delete_many({"category": "B"})
+        print(f"\nDeleted {result.deleted_count} documents")
+
+        # Get collection stats
+        stats = db.command("collstats", "test_collection")
+        print("\nCollection stats:")
+        print(json.dumps(stats, default=str, indent=2))
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/mqtt/example_basic.py b/modules/mqtt/example_basic.py
new file mode 100644
index 000000000..dc6de9fe3
--- /dev/null
+++ b/modules/mqtt/example_basic.py
@@ -0,0 +1,51 @@
+import time
+
+import paho.mqtt.client as mqtt
+
+from testcontainers.mqtt import MqttContainer
+
+
+def basic_example():
+    with MqttContainer() as mqtt_container:
+        # Get connection parameters
+        host = mqtt_container.get_container_host_ip()
+        port = mqtt_container.get_exposed_port(mqtt_container.port)
+
+        # Create MQTT client
+        client = mqtt.Client()
+
+        # Define callback functions
+        def on_connect(client, userdata, flags, rc):
+            print(f"Connected with result code {rc}")
+            # Subscribe to topics
+            client.subscribe("test/topic")
+
+        def on_message(client, userdata, msg):
+            print(f"Received message on topic {msg.topic}: {msg.payload.decode()}")
+
+        # Set callbacks
+        client.on_connect = on_connect
+        client.on_message = on_message
+
+        # Connect to broker
+        client.connect(host, port)
+        client.loop_start()
+
+        # Publish test messages
+        test_messages = ["Hello MQTT!", "This is a test message", "MQTT is working!"]
+
+        for msg in test_messages:
+            client.publish("test/topic", msg)
+            print(f"Published message: {msg}")
+            time.sleep(1)  # Wait a bit between messages
+
+        # Wait for messages to be processed
+        time.sleep(2)
+
+        # Clean up
+        client.loop_stop()
+        client.disconnect()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/mssql/example_basic.py b/modules/mssql/example_basic.py
new file mode 100644
index 000000000..f42e541d1
--- /dev/null
+++ b/modules/mssql/example_basic.py
@@ -0,0 +1,161 @@
+import pymssql
+
+from testcontainers.mssql import MsSqlContainer
+
+
+def basic_example():
+    with MsSqlContainer() as mssql:
+        # Get connection parameters
+        host = mssql.get_container_host_ip()
+        port = mssql.get_exposed_port(mssql.port)
+        username = mssql.username
+        password = mssql.password
+        database = mssql.database
+
+        # Connect to MSSQL
+        connection = pymssql.connect(server=host, port=port, user=username, password=password, database=database)
+        print("Connected to MSSQL")
+
+        # Create cursor
+        cursor = connection.cursor()
+
+        # Create test table
+        cursor.execute("""
+            CREATE TABLE test_table (
+                id INT IDENTITY(1,1) PRIMARY KEY,
+                name NVARCHAR(50),
+                value INT,
+                category NVARCHAR(10),
+                created_at DATETIME2 DEFAULT GETDATE()
+            )
+        """)
+        print("Created test table")
+
+        # Insert test data
+        test_data = [("test1", 100, "A"), ("test2", 200, "B"), ("test3", 300, "A")]
+
+        cursor.executemany(
+            """
+            INSERT INTO test_table (name, value, category)
+            VALUES (%s, %s, %s)
+        """,
+            test_data,
+        )
+        print("Inserted test data")
+
+        # Commit changes
+        connection.commit()
+
+        # Query data
+        print("\nQuery results:")
+        cursor.execute("SELECT * FROM test_table WHERE category = 'A'")
+        for row in cursor:
+            print({"id": row[0], "name": row[1], "value": row[2], "category": row[3], "created_at": row[4].isoformat()})
+
+        # Create view
+        cursor.execute("""
+            CREATE OR ALTER VIEW test_view AS
+            SELECT category, COUNT(*) as count, AVG(value) as avg_value
+            FROM test_table
+            GROUP BY category
+        """)
+        print("\nCreated view")
+
+        # Query view
+        print("\nView results:")
+        cursor.execute("SELECT * FROM test_view")
+        for row in cursor:
+            print({"category": row[0], "count": row[1], "avg_value": float(row[2])})
+
+        # Create index
+        cursor.execute("CREATE INDEX test_idx ON test_table (value)")
+        print("\nCreated index")
+
+        # Query using index
+        print("\nQuery using index:")
+        cursor.execute("SELECT * FROM test_table WHERE value > 150")
+        for row in cursor:
+            print({"id": row[0], "name": row[1], "value": row[2], "category": row[3], "created_at": row[4].isoformat()})
+
+        # Get table metadata
+        cursor.execute("""
+            SELECT
+                c.name as column_name,
+                t.name as data_type,
+                c.max_length,
+                c.is_nullable
+            FROM sys.columns c
+            JOIN sys.types t ON c.user_type_id = t.user_type_id
+            WHERE OBJECT_ID = OBJECT_ID('test_table')
+            ORDER BY c.column_id
+        """)
+        print("\nTable metadata:")
+        for row in cursor:
+            print({"column": row[0], "type": row[1], "length": row[2], "nullable": row[3]})
+
+        # Create stored procedure
+        cursor.execute("""
+            CREATE OR ALTER PROCEDURE test_proc
+                @category NVARCHAR(10),
+                @count INT OUTPUT
+            AS
+            BEGIN
+                SELECT @count = COUNT(*)
+                FROM test_table
+                WHERE category = @category
+            END
+        """)
+        print("\nCreated stored procedure")
+
+        # Execute stored procedure
+        cursor.execute("""
+            DECLARE @count INT
+            EXEC test_proc @category = 'A', @count = @count OUTPUT
+            SELECT @count as count
+        """)
+        count = cursor.fetchone()[0]
+        print(f"Count for category A: {count}")
+
+        # Create function
+        cursor.execute("""
+            CREATE OR ALTER FUNCTION test_func(@category NVARCHAR(10))
+            RETURNS TABLE
+            AS
+            RETURN
+            (
+                SELECT name, value
+                FROM test_table
+                WHERE category = @category
+            )
+        """)
+        print("\nCreated function")
+
+        # Use function
+        print("\nFunction results:")
+        cursor.execute("SELECT * FROM test_func('A')")
+        for row in cursor:
+            print({"name": row[0], "value": row[1]})
+
+        # Create trigger
+        cursor.execute("""
+            CREATE OR ALTER TRIGGER test_trigger
+            ON test_table
+            AFTER INSERT
+            AS
+            BEGIN
+                PRINT 'New row inserted'
+            END
+        """)
+        print("\nCreated trigger")
+
+        # Test trigger
+        cursor.execute("INSERT INTO test_table (name, value, category) VALUES ('test4', 400, 'B')")
+        connection.commit()
+
+        # Clean up
+        cursor.close()
+        connection.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/mysql/example_basic.py b/modules/mysql/example_basic.py
new file mode 100644
index 000000000..ba3418b28
--- /dev/null
+++ b/modules/mysql/example_basic.py
@@ -0,0 +1,16 @@
+import sqlalchemy
+
+from testcontainers.mysql import MySqlContainer
+
+
+def basic_example():
+    config = MySqlContainer("mysql:8.3.0", dialect="pymysql")
+
+    with config as mysql:
+        connection_url = mysql.get_connection_url()
+
+        engine = sqlalchemy.create_engine(connection_url)
+        with engine.begin() as connection:
+            result = connection.execute(sqlalchemy.text("select version()"))
+            for row in result:
+                print(f"MySQL version: {row[0]}")
diff --git a/modules/nats/example_basic.py b/modules/nats/example_basic.py
new file mode 100644
index 000000000..9e941bf9b
--- /dev/null
+++ b/modules/nats/example_basic.py
@@ -0,0 +1,152 @@
+import asyncio
+import json
+
+from nats.aio.client import Client as NATS
+from nats.aio.msg import Msg
+
+from testcontainers.nats import NatsContainer
+
+
+async def message_handler(msg: Msg):
+    subject = msg.subject
+    data = msg.data.decode()
+    print(f"Received message on {subject}: {data}")
+
+
+async def basic_example():
+    with NatsContainer() as nats_container:
+        # Get connection parameters
+        host = nats_container.get_container_host_ip()
+        port = nats_container.get_exposed_port(nats_container.port)
+
+        # Create NATS client
+        nc = NATS()
+        await nc.connect(f"nats://{host}:{port}")
+        print("Connected to NATS")
+
+        # Create JetStream context
+        js = nc.jetstream()
+
+        # Create stream
+        stream = await js.add_stream(name="test-stream", subjects=["test.>"])
+        print(f"\nCreated stream: {stream.config.name}")
+
+        # Create consumer
+        consumer = await js.add_consumer(stream_name="test-stream", durable_name="test-consumer")
+        print(f"Created consumer: {consumer.name}")
+
+        # Subscribe to subjects
+        subjects = ["test.1", "test.2", "test.3"]
+        for subject in subjects:
+            await nc.subscribe(subject, cb=message_handler)
+            print(f"Subscribed to {subject}")
+
+        # Publish messages
+        messages = {"test.1": "Hello from test.1", "test.2": "Hello from test.2", "test.3": "Hello from test.3"}
+
+        for subject, message in messages.items():
+            await nc.publish(subject, message.encode())
+            print(f"Published to {subject}")
+
+        # Publish with headers
+        headers = {"header1": "value1", "header2": "value2"}
+        await nc.publish("test.headers", b"Message with headers", headers=headers)
+        print("\nPublished message with headers")
+
+        # Publish with reply
+        reply_subject = "test.reply"
+        await nc.subscribe(reply_subject, cb=message_handler)
+        print(f"Subscribed to {reply_subject}")
+
+        response = await nc.request("test.request", b"Request message", timeout=1)
+        print(f"Received reply: {response.data.decode()}")
+
+        # Publish to JetStream
+        for subject, message in messages.items():
+            ack = await js.publish(subject, message.encode())
+            print(f"Published to JetStream {subject}: {ack.stream}")
+
+        # Get stream info
+        stream_info = await js.stream_info("test-stream")
+        print("\nStream info:")
+        print(
+            json.dumps(
+                {
+                    "name": stream_info.config.name,
+                    "subjects": stream_info.config.subjects,
+                    "messages": stream_info.state.messages,
+                    "bytes": stream_info.state.bytes,
+                },
+                indent=2,
+            )
+        )
+
+        # Get consumer info
+        consumer_info = await js.consumer_info("test-stream", "test-consumer")
+        print("\nConsumer info:")
+        print(
+            json.dumps(
+                {
+                    "name": consumer_info.name,
+                    "stream_name": consumer_info.stream_name,
+                    "delivered": consumer_info.delivered.stream_seq,
+                    "ack_floor": consumer_info.ack_floor.stream_seq,
+                },
+                indent=2,
+            )
+        )
+
+        # Create key-value store
+        kv = await js.create_key_value(bucket="test-kv", history=5, ttl=3600)
+        print("\nCreated key-value store")
+
+        # Put values
+        await kv.put("key1", b"value1")
+        await kv.put("key2", b"value2")
+        print("Put values in key-value store")
+
+        # Get values
+        entry = await kv.get("key1")
+        print(f"Got value: {entry.value.decode()}")
+
+        # List keys
+        keys = await kv.keys()
+        print("\nKeys in store:")
+        for key in keys:
+            print(f"- {key}")
+
+        # Delete key
+        await kv.delete("key1")
+        print("Deleted key1")
+
+        # Create object store
+        os = await js.create_object_store(bucket="test-os", ttl=3600)
+        print("\nCreated object store")
+
+        # Put object
+        await os.put("test.txt", b"Hello from object store")
+        print("Put object in store")
+
+        # Get object
+        obj = await os.get("test.txt")
+        print(f"Got object: {obj.data.decode()}")
+
+        # List objects
+        objects = await os.list()
+        print("\nObjects in store:")
+        for obj in objects:
+            print(f"- {obj.name}")
+
+        # Delete object
+        await os.delete("test.txt")
+        print("Deleted object")
+
+        # Clean up
+        await js.delete_stream("test-stream")
+        print("\nDeleted stream")
+
+        await nc.close()
+
+
+if __name__ == "__main__":
+    asyncio.run(basic_example())
diff --git a/modules/neo4j/example_basic.py b/modules/neo4j/example_basic.py
new file mode 100644
index 000000000..c6114bc70
--- /dev/null
+++ b/modules/neo4j/example_basic.py
@@ -0,0 +1,198 @@
+import json
+
+from neo4j import GraphDatabase
+
+from testcontainers.neo4j import Neo4jContainer
+
+
+def basic_example():
+    with Neo4jContainer() as neo4j:
+        # Get connection parameters
+        host = neo4j.get_container_host_ip()
+        port = neo4j.get_exposed_port(neo4j.port)
+        username = neo4j.username
+        password = neo4j.password
+
+        # Create Neo4j driver
+        driver = GraphDatabase.driver(f"bolt://{host}:{port}", auth=(username, password))
+        print("Connected to Neo4j")
+
+        # Create session
+        with driver.session() as session:
+            # Create nodes
+            create_nodes_query = """
+            CREATE (p1:Person {name: 'Alice', age: 30})
+            CREATE (p2:Person {name: 'Bob', age: 35})
+            CREATE (p3:Person {name: 'Charlie', age: 25})
+            CREATE (c1:Company {name: 'Tech Corp', founded: 2000})
+            CREATE (c2:Company {name: 'Data Inc', founded: 2010})
+            """
+            session.run(create_nodes_query)
+            print("Created nodes")
+
+            # Create relationships
+            create_rels_query = """
+            MATCH (p1:Person {name: 'Alice'}), (c1:Company {name: 'Tech Corp'})
+            CREATE (p1)-[:WORKS_AT {since: 2015}]->(c1)
+
+            MATCH (p2:Person {name: 'Bob'}), (c1:Company {name: 'Tech Corp'})
+            CREATE (p2)-[:WORKS_AT {since: 2018}]->(c1)
+
+            MATCH (p3:Person {name: 'Charlie'}), (c2:Company {name: 'Data Inc'})
+            CREATE (p3)-[:WORKS_AT {since: 2020}]->(c2)
+
+            MATCH (p1:Person {name: 'Alice'}), (p2:Person {name: 'Bob'})
+            CREATE (p1)-[:KNOWS {since: 2016}]->(p2)
+            """
+            session.run(create_rels_query)
+            print("Created relationships")
+
+            # Query nodes
+            query_nodes = """
+            MATCH (n)
+            RETURN n
+            """
+            result = session.run(query_nodes)
+            print("\nAll nodes:")
+            for record in result:
+                node = record["n"]
+                print(json.dumps({"labels": list(node.labels), "properties": dict(node)}, indent=2))
+
+            # Query relationships
+            query_rels = """
+            MATCH (n)-[r]->(m)
+            RETURN n, r, m
+            """
+            result = session.run(query_rels)
+            print("\nAll relationships:")
+            for record in result:
+                print(
+                    json.dumps(
+                        {
+                            "from": {"labels": list(record["n"].labels), "properties": dict(record["n"])},
+                            "relationship": {"type": record["r"].type, "properties": dict(record["r"])},
+                            "to": {"labels": list(record["m"].labels), "properties": dict(record["m"])},
+                        },
+                        indent=2,
+                    )
+                )
+
+            # Create index
+            create_index = """
+            CREATE INDEX person_name IF NOT EXISTS
+            FOR (p:Person)
+            ON (p.name)
+            """
+            session.run(create_index)
+            print("\nCreated index on Person.name")
+
+            # Query using index
+            query_indexed = """
+            MATCH (p:Person)
+            WHERE p.name = 'Alice'
+            RETURN p
+            """
+            result = session.run(query_indexed)
+            print("\nQuery using index:")
+            for record in result:
+                node = record["p"]
+                print(json.dumps({"labels": list(node.labels), "properties": dict(node)}, indent=2))
+
+            # Create constraint
+            create_constraint = """
+            CREATE CONSTRAINT company_name IF NOT EXISTS
+            FOR (c:Company)
+            REQUIRE c.name IS UNIQUE
+            """
+            session.run(create_constraint)
+            print("\nCreated constraint on Company.name")
+
+            # Create full-text index
+            create_ft_index = """
+            CALL db.index.fulltext.createNodeIndex(
+                "personSearch",
+                ["Person"],
+                ["name"]
+            )
+            """
+            session.run(create_ft_index)
+            print("Created full-text index")
+
+            # Query using full-text index
+            query_ft = """
+            CALL db.index.fulltext.queryNodes(
+                "personSearch",
+                "Alice"
+            )
+            YIELD node
+            RETURN node
+            """
+            result = session.run(query_ft)
+            print("\nFull-text search results:")
+            for record in result:
+                node = record["node"]
+                print(json.dumps({"labels": list(node.labels), "properties": dict(node)}, indent=2))
+
+            # Create stored procedure
+            create_proc = """
+            CALL apoc.custom.asProcedure(
+                'getCompanyEmployees',
+                'MATCH (p:Person)-[:WORKS_AT]->(c:Company {name: $companyName})
+                 RETURN p',
+                'READ',
+                [['p', 'NODE']],
+                [['companyName', 'STRING']]
+            )
+            """
+            session.run(create_proc)
+            print("\nCreated stored procedure")
+
+            # Call stored procedure
+            call_proc = """
+            CALL custom.getCompanyEmployees('Tech Corp')
+            YIELD p
+            RETURN p
+            """
+            result = session.run(call_proc)
+            print("\nStored procedure results:")
+            for record in result:
+                node = record["p"]
+                print(json.dumps({"labels": list(node.labels), "properties": dict(node)}, indent=2))
+
+            # Create trigger
+            create_trigger = """
+            CALL apoc.trigger.add(
+                'setTimestamp',
+                'UNWIND apoc.trigger.nodesByLabel($assignedLabels, "Person") AS n
+                 SET n.updated_at = datetime()',
+                {phase: 'after'}
+            )
+            """
+            session.run(create_trigger)
+            print("\nCreated trigger")
+
+            # Test trigger
+            test_trigger = """
+            MATCH (p:Person {name: 'Alice'})
+            SET p.age = 31
+            RETURN p
+            """
+            result = session.run(test_trigger)
+            print("\nTrigger test results:")
+            for record in result:
+                node = record["p"]
+                print(json.dumps({"labels": list(node.labels), "properties": dict(node)}, indent=2))
+
+            # Clean up
+            cleanup = """
+            MATCH (n)
+            DETACH DELETE n
+            """
+            session.run(cleanup)
+            print("\nCleaned up database")
+
+        driver.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/nginx/example_basic.py b/modules/nginx/example_basic.py
new file mode 100644
index 000000000..d7aaec122
--- /dev/null
+++ b/modules/nginx/example_basic.py
@@ -0,0 +1,116 @@
+import json
+import os
+from pathlib import Path
+
+import requests
+
+from testcontainers.nginx import NginxContainer
+
+
+def basic_example():
+    with NginxContainer() as nginx:
+        # Get connection parameters
+        host = nginx.get_container_host_ip()
+        port = nginx.get_exposed_port(nginx.port)
+        nginx_url = f"http://{host}:{port}"
+        print(f"Nginx URL: {nginx_url}")
+
+        # Create test HTML file
+        test_html = """
+        <!DOCTYPE html>
+        <html>
+        <head>
+            <title>Test Page</title>
+        </head>
+        <body>
+            <h1>Hello from Nginx!</h1>
+            <p>This is a test page.</p>
+        </body>
+        </html>
+        """
+
+        # Create test directory and file
+        test_dir = Path("/tmp/nginx_test")
+        test_dir.mkdir(exist_ok=True)
+        test_file = test_dir / "index.html"
+        test_file.write_text(test_html)
+
+        # Copy test file to container
+        nginx.get_container().copy_to_container(test_file, "/usr/share/nginx/html/")
+        print("Copied test file to container")
+
+        # Test basic HTTP request
+        response = requests.get(nginx_url)
+        print(f"\nBasic request status: {response.status_code}")
+        print(f"Content type: {response.headers.get('content-type')}")
+        print(f"Content length: {response.headers.get('content-length')}")
+
+        # Test HEAD request
+        head_response = requests.head(nginx_url)
+        print("\nHEAD request headers:")
+        print(json.dumps(dict(head_response.headers), indent=2))
+
+        # Create test configuration
+        test_config = """
+        server {
+            listen 80;
+            server_name test.local;
+
+            location /test {
+                return 200 'Test location';
+            }
+
+            location /redirect {
+                return 301 /test;
+            }
+
+            location /error {
+                return 404 'Not Found';
+            }
+        }
+        """
+
+        # Write and copy configuration
+        config_file = test_dir / "test.conf"
+        config_file.write_text(test_config)
+        nginx.get_container().copy_to_container(config_file, "/etc/nginx/conf.d/")
+        print("\nCopied test configuration")
+
+        # Reload Nginx configuration
+        nginx.get_container().exec_run("nginx -s reload")
+        print("Reloaded Nginx configuration")
+
+        # Test custom location
+        test_response = requests.get(f"{nginx_url}/test")
+        print(f"\nTest location response: {test_response.text}")
+
+        # Test redirect
+        redirect_response = requests.get(f"{nginx_url}/redirect", allow_redirects=False)
+        print(f"\nRedirect status: {redirect_response.status_code}")
+        print(f"Redirect location: {redirect_response.headers.get('location')}")
+
+        # Test error
+        error_response = requests.get(f"{nginx_url}/error")
+        print(f"\nError status: {error_response.status_code}")
+        print(f"Error response: {error_response.text}")
+
+        # Get Nginx version
+        version_response = requests.get(nginx_url)
+        server = version_response.headers.get("server")
+        print(f"\nNginx version: {server}")
+
+        # Test with different HTTP methods
+        methods = ["GET", "POST", "PUT", "DELETE", "OPTIONS"]
+        print("\nHTTP method tests:")
+        for method in methods:
+            response = requests.request(method, nginx_url)
+            print(f"{method}: {response.status_code}")
+
+        # Clean up
+        os.remove(test_file)
+        os.remove(config_file)
+        os.rmdir(test_dir)
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/ollama/example_basic.py b/modules/ollama/example_basic.py
new file mode 100644
index 000000000..134b636f5
--- /dev/null
+++ b/modules/ollama/example_basic.py
@@ -0,0 +1,50 @@
+import requests
+
+from testcontainers.ollama import OllamaContainer
+
+
+def basic_example():
+    with OllamaContainer() as ollama:
+        # Get API endpoint
+        api_url = ollama.get_api_url()
+
+        # Pull a model
+        model_name = "llama2"
+        print(f"Pulling model: {model_name}")
+        response = requests.post(f"{api_url}/api/pull", json={"name": model_name})
+        print(f"Pull response: {response.json()}")
+
+        # Generate text
+        prompt = "Write a short poem about programming."
+        print(f"\nGenerating text for prompt: {prompt}")
+
+        response = requests.post(
+            f"{api_url}/api/generate", json={"model": model_name, "prompt": prompt, "stream": False}
+        )
+
+        result = response.json()
+        print("\nGenerated text:")
+        print(result["response"])
+
+        # Embed text
+        text_to_embed = "The quick brown fox jumps over the lazy dog"
+        print(f"\nGenerating embedding for: {text_to_embed}")
+
+        response = requests.post(f"{api_url}/api/embeddings", json={"model": model_name, "prompt": text_to_embed})
+
+        embedding = response.json()
+        print("\nEmbedding:")
+        print(f"Length: {len(embedding['embedding'])}")
+        print(f"First 5 values: {embedding['embedding'][:5]}")
+
+        # List available models
+        response = requests.get(f"{api_url}/api/tags")
+        models = response.json()
+
+        print("\nAvailable models:")
+        for model in models["models"]:
+            print(f"Name: {model['name']}, Size: {model['size']}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/opensearch/example_basic.py b/modules/opensearch/example_basic.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/modules/oracle-free/example_basic.py b/modules/oracle-free/example_basic.py
new file mode 100644
index 000000000..8abad4d01
--- /dev/null
+++ b/modules/oracle-free/example_basic.py
@@ -0,0 +1,140 @@
+import oracledb
+
+from testcontainers.oracle_free import OracleFreeContainer
+
+
+def basic_example():
+    with OracleFreeContainer() as oracle:
+        # Get connection parameters
+        host = oracle.get_container_host_ip()
+        port = oracle.get_exposed_port(oracle.port)
+        username = oracle.username
+        password = oracle.password
+        service_name = oracle.service_name
+
+        # Create connection string
+        dsn = f"{host}:{port}/{service_name}"
+
+        # Connect to Oracle
+        connection = oracledb.connect(user=username, password=password, dsn=dsn)
+        print("Connected to Oracle")
+
+        # Create cursor
+        cursor = connection.cursor()
+
+        # Create test table
+        cursor.execute("""
+            CREATE TABLE test_table (
+                id NUMBER GENERATED ALWAYS AS IDENTITY,
+                name VARCHAR2(50),
+                value NUMBER,
+                category VARCHAR2(10),
+                created_at TIMESTAMP DEFAULT SYSTIMESTAMP
+            )
+        """)
+        print("Created test table")
+
+        # Insert test data
+        test_data = [("test1", 100, "A"), ("test2", 200, "B"), ("test3", 300, "A")]
+
+        cursor.executemany(
+            """
+            INSERT INTO test_table (name, value, category)
+            VALUES (:1, :2, :3)
+        """,
+            test_data,
+        )
+        print("Inserted test data")
+
+        # Commit changes
+        connection.commit()
+
+        # Query data
+        print("\nQuery results:")
+        cursor.execute("SELECT * FROM test_table WHERE category = 'A'")
+        for row in cursor:
+            print({"id": row[0], "name": row[1], "value": row[2], "category": row[3], "created_at": row[4].isoformat()})
+
+        # Create view
+        cursor.execute("""
+            CREATE OR REPLACE VIEW test_view AS
+            SELECT category, COUNT(*) as count, AVG(value) as avg_value
+            FROM test_table
+            GROUP BY category
+        """)
+        print("\nCreated view")
+
+        # Query view
+        print("\nView results:")
+        cursor.execute("SELECT * FROM test_view")
+        for row in cursor:
+            print({"category": row[0], "count": row[1], "avg_value": float(row[2])})
+
+        # Create index
+        cursor.execute("CREATE INDEX test_idx ON test_table (value)")
+        print("\nCreated index")
+
+        # Query using index
+        print("\nQuery using index:")
+        cursor.execute("SELECT * FROM test_table WHERE value > 150")
+        for row in cursor:
+            print({"id": row[0], "name": row[1], "value": row[2], "category": row[3], "created_at": row[4].isoformat()})
+
+        # Get table metadata
+        cursor.execute("""
+            SELECT column_name, data_type, data_length, nullable
+            FROM user_tab_columns
+            WHERE table_name = 'TEST_TABLE'
+            ORDER BY column_id
+        """)
+        print("\nTable metadata:")
+        for row in cursor:
+            print({"column": row[0], "type": row[1], "length": row[2], "nullable": row[3]})
+
+        # Create sequence
+        cursor.execute("""
+            CREATE SEQUENCE test_seq
+            START WITH 1
+            INCREMENT BY 1
+            NOCACHE
+            NOCYCLE
+        """)
+        print("\nCreated sequence")
+
+        # Use sequence
+        cursor.execute("SELECT test_seq.NEXTVAL FROM DUAL")
+        next_val = cursor.fetchone()[0]
+        print(f"Next sequence value: {next_val}")
+
+        # Create procedure
+        cursor.execute("""
+            CREATE OR REPLACE PROCEDURE test_proc (
+                p_category IN VARCHAR2,
+                p_count OUT NUMBER
+            ) AS
+            BEGIN
+                SELECT COUNT(*)
+                INTO p_count
+                FROM test_table
+                WHERE category = p_category;
+            END;
+        """)
+        print("\nCreated procedure")
+
+        # Execute procedure
+        cursor.execute("""
+            DECLARE
+                v_count NUMBER;
+            BEGIN
+                test_proc('A', v_count);
+                DBMS_OUTPUT.PUT_LINE('Count for category A: ' || v_count);
+            END;
+        """)
+
+        # Clean up
+        cursor.close()
+        connection.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/postgres/example_basic.py b/modules/postgres/example_basic.py
new file mode 100644
index 000000000..611081023
--- /dev/null
+++ b/modules/postgres/example_basic.py
@@ -0,0 +1,99 @@
+import pandas as pd
+import sqlalchemy
+from sqlalchemy import text
+
+from testcontainers.postgres import PostgresContainer
+
+
+def basic_example():
+    with PostgresContainer() as postgres:
+        # Get connection URL
+        connection_url = postgres.get_connection_url()
+
+        # Create SQLAlchemy engine
+        engine = sqlalchemy.create_engine(connection_url)
+        print("Connected to PostgreSQL")
+
+        # Create a test table
+        create_table_sql = """
+        CREATE TABLE test_table (
+            id SERIAL PRIMARY KEY,
+            name VARCHAR(50),
+            value DECIMAL(10,2),
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        )
+        """
+
+        with engine.begin() as connection:
+            connection.execute(text(create_table_sql))
+            print("Created test table")
+
+        # Insert test data
+        test_data = [
+            {"name": "test1", "value": 100.0},
+            {"name": "test2", "value": 200.0},
+            {"name": "test3", "value": 300.0},
+        ]
+
+        with engine.begin() as connection:
+            for data in test_data:
+                connection.execute(text("INSERT INTO test_table (name, value) VALUES (:name, :value)"), data)
+            print("Inserted test data")
+
+        # Query data
+        with engine.connect() as connection:
+            result = connection.execute(text("SELECT * FROM test_table ORDER BY id"))
+            rows = result.fetchall()
+
+            print("\nQuery results:")
+            for row in rows:
+                print(f"ID: {row[0]}, Name: {row[1]}, Value: {row[2]}, Created: {row[3]}")
+
+        # Execute a more complex query
+        with engine.connect() as connection:
+            result = connection.execute(
+                text("""
+                SELECT
+                    name,
+                    AVG(value) as avg_value,
+                    COUNT(*) as count,
+                    MIN(created_at) as first_created,
+                    MAX(created_at) as last_created
+                FROM test_table
+                GROUP BY name
+                ORDER BY avg_value DESC
+            """)
+            )
+
+            print("\nAggregation results:")
+            for row in result:
+                print(f"Name: {row[0]}, Avg: {row[1]:.2f}, Count: {row[2]}, First: {row[3]}, Last: {row[4]}")
+
+        # Convert to pandas DataFrame
+        df = pd.read_sql("SELECT * FROM test_table ORDER BY id", engine)
+        print("\nDataFrame:")
+        print(df)
+
+        # Create and query a view
+        create_view_sql = """
+        CREATE OR REPLACE VIEW test_view AS
+        SELECT
+            name,
+            AVG(value) as avg_value,
+            COUNT(*) as count
+        FROM test_table
+        GROUP BY name
+        """
+
+        with engine.begin() as connection:
+            connection.execute(text(create_view_sql))
+            print("\nCreated view")
+
+            result = connection.execute(text("SELECT * FROM test_view"))
+            print("\nView results:")
+            for row in result:
+                print(f"Name: {row[0]}, Avg: {row[1]:.2f}, Count: {row[2]}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/qdrant/example_basic.py b/modules/qdrant/example_basic.py
new file mode 100644
index 000000000..589735e1e
--- /dev/null
+++ b/modules/qdrant/example_basic.py
@@ -0,0 +1,149 @@
+import json
+from datetime import datetime
+
+import numpy as np
+from qdrant_client import QdrantClient
+from qdrant_client.http import models
+
+from testcontainers.qdrant import QdrantContainer
+
+
+def basic_example():
+    with QdrantContainer() as qdrant:
+        # Get connection parameters
+        host = qdrant.get_container_host_ip()
+        port = qdrant.get_exposed_port(qdrant.port)
+
+        # Create Qdrant client
+        client = QdrantClient(host=host, port=port)
+        print("Connected to Qdrant")
+
+        # Create collection
+        collection_name = "test_collection"
+        vector_size = 128
+
+        client.create_collection(
+            collection_name=collection_name,
+            vectors_config=models.VectorParams(size=vector_size, distance=models.Distance.COSINE),
+        )
+        print(f"Created collection: {collection_name}")
+
+        # Generate test vectors and payloads
+        num_vectors = 5
+        vectors = np.random.rand(num_vectors, vector_size).tolist()
+
+        payloads = [
+            {
+                "text": "AI and machine learning are transforming industries",
+                "category": "Technology",
+                "tags": ["AI", "ML", "innovation"],
+                "timestamp": datetime.utcnow().isoformat(),
+            },
+            {
+                "text": "New study reveals benefits of meditation",
+                "category": "Health",
+                "tags": ["wellness", "mental health"],
+                "timestamp": datetime.utcnow().isoformat(),
+            },
+            {
+                "text": "Global warming reaches critical levels",
+                "category": "Environment",
+                "tags": ["climate", "sustainability"],
+                "timestamp": datetime.utcnow().isoformat(),
+            },
+            {
+                "text": "Stock market shows strong growth",
+                "category": "Finance",
+                "tags": ["investing", "markets"],
+                "timestamp": datetime.utcnow().isoformat(),
+            },
+            {
+                "text": "New restaurant opens in downtown",
+                "category": "Food",
+                "tags": ["dining", "local"],
+                "timestamp": datetime.utcnow().isoformat(),
+            },
+        ]
+
+        # Upload vectors with payloads
+        client.upsert(
+            collection_name=collection_name,
+            points=models.Batch(ids=list(range(num_vectors)), vectors=vectors, payloads=payloads),
+        )
+        print("Uploaded vectors with payloads")
+
+        # Search vectors
+        search_result = client.search(collection_name=collection_name, query_vector=vectors[0], limit=3)
+        print("\nSearch results:")
+        for scored_point in search_result:
+            print(
+                json.dumps(
+                    {"id": scored_point.id, "score": scored_point.score, "payload": scored_point.payload}, indent=2
+                )
+            )
+
+        # Filtered search
+        filter_result = client.search(
+            collection_name=collection_name,
+            query_vector=vectors[0],
+            query_filter=models.Filter(
+                must=[models.FieldCondition(key="category", match=models.MatchValue(value="Technology"))]
+            ),
+            limit=2,
+        )
+        print("\nFiltered search results:")
+        for scored_point in filter_result:
+            print(
+                json.dumps(
+                    {"id": scored_point.id, "score": scored_point.score, "payload": scored_point.payload}, indent=2
+                )
+            )
+
+        # Create payload index
+        client.create_payload_index(
+            collection_name=collection_name, field_name="category", field_schema=models.PayloadFieldSchema.KEYWORD
+        )
+        print("\nCreated payload index on category field")
+
+        # Create vector index
+        client.create_payload_index(
+            collection_name=collection_name, field_name="tags", field_schema=models.PayloadFieldSchema.KEYWORD
+        )
+        print("Created payload index on tags field")
+
+        # Scroll through collection
+        scroll_result = client.scroll(collection_name=collection_name, limit=10, with_payload=True, with_vectors=True)
+        print("\nScrolled through collection:")
+        for point in scroll_result[0]:
+            print(json.dumps({"id": point.id, "payload": point.payload}, indent=2))
+
+        # Get collection info
+        collection_info = client.get_collection(collection_name)
+        print("\nCollection info:")
+        print(
+            json.dumps(
+                {
+                    "name": collection_info.name,
+                    "vectors_count": collection_info.vectors_count,
+                    "points_count": collection_info.points_count,
+                    "status": collection_info.status,
+                },
+                indent=2,
+            )
+        )
+
+        # Update payload
+        client.set_payload(collection_name=collection_name, payload={"new_field": "updated value"}, points=[0, 1])
+        print("\nUpdated payload for points 0 and 1")
+
+        # Delete points
+        client.delete(collection_name=collection_name, points_selector=models.PointIdsList(points=[4]))
+        print("Deleted point with id 4")
+
+        # Clean up
+        client.delete_collection(collection_name)
+        print("\nDeleted collection")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/rabbitmq/example_basic.py b/modules/rabbitmq/example_basic.py
new file mode 100644
index 000000000..906a0e24f
--- /dev/null
+++ b/modules/rabbitmq/example_basic.py
@@ -0,0 +1,98 @@
+import json
+import time
+from threading import Thread
+
+import pika
+
+from testcontainers.rabbitmq import RabbitMQContainer
+
+
+def basic_example():
+    with RabbitMQContainer() as rabbitmq:
+        # Get connection parameters
+        host = rabbitmq.get_container_host_ip()
+        port = rabbitmq.get_exposed_port(rabbitmq.port)
+        username = rabbitmq.username
+        password = rabbitmq.password
+
+        # Create connection
+        credentials = pika.PlainCredentials(username, password)
+        parameters = pika.ConnectionParameters(host=host, port=port, credentials=credentials)
+        connection = pika.BlockingConnection(parameters)
+        channel = connection.channel()
+        print("Connected to RabbitMQ")
+
+        # Declare exchange
+        exchange_name = "test_exchange"
+        channel.exchange_declare(exchange=exchange_name, exchange_type="direct", durable=True)
+        print(f"Declared exchange: {exchange_name}")
+
+        # Declare queues
+        queues = {"queue1": "routing_key1", "queue2": "routing_key2"}
+
+        for queue_name, routing_key in queues.items():
+            channel.queue_declare(queue=queue_name, durable=True)
+            channel.queue_bind(exchange=exchange_name, queue=queue_name, routing_key=routing_key)
+            print(f"Declared and bound queue: {queue_name}")
+
+        # Define message handler
+        def message_handler(ch, method, properties, body):
+            message = json.loads(body)
+            print(f"\nReceived message on {method.routing_key}:")
+            print(json.dumps(message, indent=2))
+            ch.basic_ack(delivery_tag=method.delivery_tag)
+
+        # Start consuming in a separate thread
+        def consume_messages():
+            channel.basic_qos(prefetch_count=1)
+            for queue_name in queues:
+                channel.basic_consume(queue=queue_name, on_message_callback=message_handler)
+            channel.start_consuming()
+
+        consumer_thread = Thread(target=consume_messages)
+        consumer_thread.daemon = True
+        consumer_thread.start()
+
+        # Publish messages
+        test_messages = [
+            {
+                "queue": "queue1",
+                "routing_key": "routing_key1",
+                "message": {"id": 1, "content": "Message for queue 1", "timestamp": time.time()},
+            },
+            {
+                "queue": "queue2",
+                "routing_key": "routing_key2",
+                "message": {"id": 2, "content": "Message for queue 2", "timestamp": time.time()},
+            },
+        ]
+
+        for msg in test_messages:
+            channel.basic_publish(
+                exchange=exchange_name,
+                routing_key=msg["routing_key"],
+                body=json.dumps(msg["message"]),
+                properties=pika.BasicProperties(
+                    delivery_mode=2,  # make message persistent
+                    content_type="application/json",
+                ),
+            )
+            print(f"Published message to {msg['queue']}")
+
+        # Wait for messages to be processed
+        time.sleep(2)
+
+        # Get queue information
+        print("\nQueue information:")
+        for queue_name in queues:
+            queue = channel.queue_declare(queue=queue_name, passive=True)
+            print(f"{queue_name}:")
+            print(f"  Messages: {queue.method.message_count}")
+            print(f"  Consumers: {queue.method.consumer_count}")
+
+        # Clean up
+        connection.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/redis/example_basic.py b/modules/redis/example_basic.py
new file mode 100644
index 000000000..5fce0a7b7
--- /dev/null
+++ b/modules/redis/example_basic.py
@@ -0,0 +1,84 @@
+from datetime import timedelta
+
+import redis
+
+from testcontainers.redis import RedisContainer
+
+
+def basic_example():
+    with RedisContainer() as redis_container:
+        # Get connection parameters
+        host = redis_container.get_container_host_ip()
+        port = redis_container.get_exposed_port(redis_container.port)
+
+        # Create Redis client
+        client = redis.Redis(host=host, port=port, decode_responses=True)
+        print("Connected to Redis")
+
+        # String operations
+        client.set("greeting", "Hello, Redis!")
+        value = client.get("greeting")
+        print(f"\nString value: {value}")
+
+        # List operations
+        client.lpush("tasks", "task1", "task2", "task3")
+        tasks = client.lrange("tasks", 0, -1)
+        print("\nTasks list:")
+        for task in tasks:
+            print(f"- {task}")
+
+        # Set operations
+        client.sadd("tags", "python", "redis", "docker", "testing")
+        tags = client.smembers("tags")
+        print("\nTags set:")
+        for tag in tags:
+            print(f"- {tag}")
+
+        # Hash operations
+        user_data = {"name": "John Doe", "email": "john@example.com", "age": "30"}
+        client.hset("user:1", mapping=user_data)
+        user = client.hgetall("user:1")
+        print("\nUser hash:")
+        for field, value in user.items():
+            print(f"{field}: {value}")
+
+        # Sorted set operations
+        scores = {"player1": 100, "player2": 200, "player3": 150}
+        client.zadd("leaderboard", scores)
+        leaderboard = client.zrevrange("leaderboard", 0, -1, withscores=True)
+        print("\nLeaderboard:")
+        for player, score in leaderboard:
+            print(f"{player}: {score}")
+
+        # Key expiration
+        client.setex("temp_key", timedelta(seconds=10), "This will expire")
+        ttl = client.ttl("temp_key")
+        print(f"\nTemp key TTL: {ttl} seconds")
+
+        # Pipeline operations
+        with client.pipeline() as pipe:
+            pipe.set("pipeline_key1", "value1")
+            pipe.set("pipeline_key2", "value2")
+            pipe.set("pipeline_key3", "value3")
+            pipe.execute()
+        print("\nPipeline operations completed")
+
+        # Pub/Sub operations
+        pubsub = client.pubsub()
+        pubsub.subscribe("test_channel")
+
+        # Publish a message
+        client.publish("test_channel", "Hello from Redis!")
+
+        # Get the message
+        message = pubsub.get_message()
+        if message and message["type"] == "message":
+            print(f"\nReceived message: {message['data']}")
+
+        # Clean up
+        pubsub.unsubscribe()
+        pubsub.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/registry/example_basic.py b/modules/registry/example_basic.py
new file mode 100644
index 000000000..0bd136872
--- /dev/null
+++ b/modules/registry/example_basic.py
@@ -0,0 +1,92 @@
+import json
+
+import requests
+
+from testcontainers.registry import RegistryContainer
+
+
+def basic_example():
+    with RegistryContainer() as registry:
+        # Get connection parameters
+        host = registry.get_container_host_ip()
+        port = registry.get_exposed_port(registry.port)
+        registry_url = f"http://{host}:{port}"
+        print(f"Registry URL: {registry_url}")
+
+        # Get registry version
+        version_response = requests.get(f"{registry_url}/v2/")
+        print(f"Registry version: {version_response.headers.get('Docker-Distribution-Api-Version')}")
+
+        # List repositories
+        catalog_response = requests.get(f"{registry_url}/v2/_catalog")
+        repositories = catalog_response.json()["repositories"]
+        print("\nRepositories:")
+        print(json.dumps(repositories, indent=2))
+
+        # Create test repository
+        test_repo = "test-repo"
+        test_tag = "latest"
+
+        # Create a simple manifest
+        manifest = {
+            "schemaVersion": 2,
+            "mediaType": "application/vnd.docker.distribution.manifest.v2+json",
+            "config": {
+                "mediaType": "application/vnd.docker.container.image.v1+json",
+                "size": 1000,
+                "digest": "sha256:1234567890abcdef",
+            },
+            "layers": [
+                {
+                    "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
+                    "size": 2000,
+                    "digest": "sha256:abcdef1234567890",
+                }
+            ],
+        }
+
+        # Upload manifest
+        manifest_url = f"{registry_url}/v2/{test_repo}/manifests/{test_tag}"
+        headers = {"Content-Type": "application/vnd.docker.distribution.manifest.v2+json"}
+        manifest_response = requests.put(manifest_url, json=manifest, headers=headers)
+        print(f"\nUploaded manifest: {manifest_response.status_code}")
+
+        # List tags for repository
+        tags_url = f"{registry_url}/v2/{test_repo}/tags/list"
+        tags_response = requests.get(tags_url)
+        tags = tags_response.json()["tags"]
+        print("\nTags:")
+        print(json.dumps(tags, indent=2))
+
+        # Get manifest
+        manifest_response = requests.get(manifest_url, headers=headers)
+        manifest_data = manifest_response.json()
+        print("\nManifest:")
+        print(json.dumps(manifest_data, indent=2))
+
+        # Get manifest digest
+        digest = manifest_response.headers.get("Docker-Content-Digest")
+        print(f"\nManifest digest: {digest}")
+
+        # Delete manifest
+        delete_response = requests.delete(manifest_url)
+        print(f"\nDeleted manifest: {delete_response.status_code}")
+
+        # Verify deletion
+        verify_response = requests.get(manifest_url)
+        print(f"Manifest exists: {verify_response.status_code == 200}")
+
+        # Get registry configuration
+        config_url = f"{registry_url}/v2/"
+        config_response = requests.get(config_url)
+        print("\nRegistry configuration:")
+        print(json.dumps(dict(config_response.headers), indent=2))
+
+        # Get registry health
+        health_url = f"{registry_url}/v2/"
+        health_response = requests.get(health_url)
+        print(f"\nRegistry health: {health_response.status_code == 200}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/scylla/example_basic.py b/modules/scylla/example_basic.py
new file mode 100644
index 000000000..fa26369cc
--- /dev/null
+++ b/modules/scylla/example_basic.py
@@ -0,0 +1,153 @@
+import json
+from datetime import datetime
+
+from cassandra.auth import PlainTextAuthProvider
+from cassandra.cluster import Cluster
+
+from testcontainers.scylla import ScyllaContainer
+
+
+def basic_example():
+    with ScyllaContainer() as scylla:
+        # Get connection parameters
+        host = scylla.get_container_host_ip()
+        port = scylla.get_exposed_port(scylla.port)
+        username = scylla.username
+        password = scylla.password
+
+        # Create Scylla client
+        auth_provider = PlainTextAuthProvider(username=username, password=password)
+        cluster = Cluster([host], port=port, auth_provider=auth_provider)
+        session = cluster.connect()
+        print("Connected to Scylla")
+
+        # Create keyspace
+        session.execute("""
+            CREATE KEYSPACE IF NOT EXISTS test_keyspace
+            WITH replication = {'class': 'SimpleStrategy', 'replication_factor': 1}
+        """)
+        print("Created keyspace")
+
+        # Use keyspace
+        session.set_keyspace("test_keyspace")
+
+        # Create table
+        session.execute("""
+            CREATE TABLE IF NOT EXISTS test_table (
+                id UUID PRIMARY KEY,
+                name text,
+                value int,
+                category text,
+                created_at timestamp
+            )
+        """)
+        print("Created table")
+
+        # Insert test data
+        test_data = [
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440000",
+                "name": "test1",
+                "value": 100,
+                "category": "A",
+                "created_at": datetime.utcnow(),
+            },
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440001",
+                "name": "test2",
+                "value": 200,
+                "category": "B",
+                "created_at": datetime.utcnow(),
+            },
+            {
+                "id": "550e8400-e29b-41d4-a716-446655440002",
+                "name": "test3",
+                "value": 300,
+                "category": "A",
+                "created_at": datetime.utcnow(),
+            },
+        ]
+
+        insert_stmt = session.prepare("""
+            INSERT INTO test_table (id, name, value, category, created_at)
+            VALUES (uuid(), ?, ?, ?, ?)
+        """)
+
+        for data in test_data:
+            session.execute(insert_stmt, (data["name"], data["value"], data["category"], data["created_at"]))
+        print("Inserted test data")
+
+        # Query data
+        print("\nQuery results:")
+        rows = session.execute("SELECT * FROM test_table WHERE category = 'A' ALLOW FILTERING")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "id": str(row.id),
+                        "name": row.name,
+                        "value": row.value,
+                        "category": row.category,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Create materialized view
+        session.execute("""
+            CREATE MATERIALIZED VIEW IF NOT EXISTS test_view AS
+            SELECT category, name, value, created_at
+            FROM test_table
+            WHERE category IS NOT NULL AND name IS NOT NULL
+            PRIMARY KEY (category, name)
+        """)
+        print("\nCreated materialized view")
+
+        # Query materialized view
+        print("\nMaterialized view results:")
+        rows = session.execute("SELECT * FROM test_view WHERE category = 'A'")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "category": row.category,
+                        "name": row.name,
+                        "value": row.value,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Create secondary index
+        session.execute("CREATE INDEX IF NOT EXISTS ON test_table (value)")
+        print("\nCreated secondary index")
+
+        # Query using secondary index
+        print("\nQuery using secondary index:")
+        rows = session.execute("SELECT * FROM test_table WHERE value > 150 ALLOW FILTERING")
+        for row in rows:
+            print(
+                json.dumps(
+                    {
+                        "id": str(row.id),
+                        "name": row.name,
+                        "value": row.value,
+                        "category": row.category,
+                        "created_at": row.created_at.isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Get table metadata
+        table_meta = session.cluster.metadata.keyspaces["test_keyspace"].tables["test_table"]
+        print("\nTable metadata:")
+        print(f"Columns: {[col.name for col in table_meta.columns.values()]}")
+        print(f"Partition key: {[col.name for col in table_meta.partition_key]}")
+        print(f"Clustering key: {[col.name for col in table_meta.clustering_key]}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/selenium/example_basic.py b/modules/selenium/example_basic.py
new file mode 100644
index 000000000..f136126fb
--- /dev/null
+++ b/modules/selenium/example_basic.py
@@ -0,0 +1,49 @@
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.support.ui import WebDriverWait
+
+from testcontainers.selenium import SeleniumContainer
+
+
+def basic_example():
+    with SeleniumContainer() as selenium:
+        # Get the Selenium WebDriver
+        driver = selenium.get_driver()
+
+        try:
+            # Navigate to a test page
+            driver.get("https://www.python.org")
+            print("Navigated to python.org")
+
+            # Wait for the search box to be present
+            search_box = WebDriverWait(driver, 10).until(EC.presence_of_element_located((By.ID, "id-search-field")))
+
+            # Type in the search box
+            search_box.send_keys("selenium")
+            print("Entered search term")
+
+            # Click the search button
+            search_button = driver.find_element(By.ID, "submit")
+            search_button.click()
+            print("Clicked search button")
+
+            # Wait for search results
+            WebDriverWait(driver, 10).until(EC.presence_of_element_located((By.CLASS_NAME, "list-recent-events")))
+
+            # Get search results
+            results = driver.find_elements(By.CSS_SELECTOR, ".list-recent-events li")
+            print("\nSearch results:")
+            for result in results[:3]:  # Print first 3 results
+                print(result.text)
+
+            # Take a screenshot
+            driver.save_screenshot("python_search_results.png")
+            print("\nScreenshot saved as 'python_search_results.png'")
+
+        finally:
+            # Clean up
+            driver.quit()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/sftp/example_basic.py b/modules/sftp/example_basic.py
new file mode 100644
index 000000000..f5d2058eb
--- /dev/null
+++ b/modules/sftp/example_basic.py
@@ -0,0 +1,137 @@
+import json
+import os
+from datetime import datetime
+
+import paramiko
+
+from testcontainers.sftp import SftpContainer
+
+
+def basic_example():
+    with SftpContainer() as sftp:
+        # Get connection parameters
+        host = sftp.get_container_host_ip()
+        port = sftp.get_exposed_port(sftp.port)
+        username = sftp.username
+        password = sftp.password
+
+        # Create SSH client
+        ssh = paramiko.SSHClient()
+        ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
+        ssh.connect(host, port, username, password)
+        print("Connected to SFTP server")
+
+        # Create SFTP client
+        sftp_client = ssh.open_sftp()
+
+        # Create test directory
+        test_dir = "/home/testuser/test_dir"
+        sftp_client.mkdir(test_dir)
+        print(f"Created directory: {test_dir}")
+
+        # Create and upload test files
+        test_files = [
+            {"name": "test1.txt", "content": "This is test file 1"},
+            {"name": "test2.txt", "content": "This is test file 2"},
+            {"name": "test3.txt", "content": "This is test file 3"},
+        ]
+
+        for file_info in test_files:
+            local_path = f"/tmp/{file_info['name']}"
+            remote_path = f"{test_dir}/{file_info['name']}"
+
+            # Create local file
+            with open(local_path, "w") as f:
+                f.write(file_info["content"])
+
+            # Upload file
+            sftp_client.put(local_path, remote_path)
+            print(f"Uploaded file: {file_info['name']}")
+
+            # Remove local file
+            os.remove(local_path)
+
+        # List directory contents
+        print("\nDirectory contents:")
+        for entry in sftp_client.listdir_attr(test_dir):
+            print(
+                json.dumps(
+                    {
+                        "filename": entry.filename,
+                        "size": entry.st_size,
+                        "modified": datetime.fromtimestamp(entry.st_mtime).isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Download and read file
+        print("\nReading file contents:")
+        for file_info in test_files:
+            remote_path = f"{test_dir}/{file_info['name']}"
+            local_path = f"/tmp/{file_info['name']}"
+
+            # Download file
+            sftp_client.get(remote_path, local_path)
+
+            # Read and print contents
+            with open(local_path) as f:
+                content = f.read()
+            print(f"\n{file_info['name']}:")
+            print(content)
+
+            # Remove local file
+            os.remove(local_path)
+
+        # Create nested directory
+        nested_dir = f"{test_dir}/nested"
+        sftp_client.mkdir(nested_dir)
+        print(f"\nCreated nested directory: {nested_dir}")
+
+        # Move file to nested directory
+        old_path = f"{test_dir}/test1.txt"
+        new_path = f"{nested_dir}/test1.txt"
+        sftp_client.rename(old_path, new_path)
+        print("Moved file to nested directory")
+
+        # List nested directory
+        print("\nNested directory contents:")
+        for entry in sftp_client.listdir_attr(nested_dir):
+            print(
+                json.dumps(
+                    {
+                        "filename": entry.filename,
+                        "size": entry.st_size,
+                        "modified": datetime.fromtimestamp(entry.st_mtime).isoformat(),
+                    },
+                    indent=2,
+                )
+            )
+
+        # Get file attributes
+        print("\nFile attributes:")
+        for file_info in test_files:
+            remote_path = f"{test_dir}/{file_info['name']}"
+            try:
+                attrs = sftp_client.stat(remote_path)
+                print(f"\n{file_info['name']}:")
+                print(
+                    json.dumps(
+                        {
+                            "size": attrs.st_size,
+                            "permissions": oct(attrs.st_mode)[-3:],
+                            "modified": datetime.fromtimestamp(attrs.st_mtime).isoformat(),
+                        },
+                        indent=2,
+                    )
+                )
+            except FileNotFoundError:
+                print(f"File not found: {file_info['name']}")
+
+        # Clean up
+        sftp_client.close()
+        ssh.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/test_module_import/examples/01_basic_import.py b/modules/test_module_import/examples/01_basic_import.py
new file mode 100644
index 000000000..9068c9944
--- /dev/null
+++ b/modules/test_module_import/examples/01_basic_import.py
@@ -0,0 +1,58 @@
+import sys
+from pathlib import Path
+
+from testcontainers.test_module_import import TestModuleImportContainer
+
+
+def test_module_import():
+    try:
+        import test_module
+
+        print("\nSuccessfully imported test_module")
+        print(f"Module version: {test_module.__version__}")
+        print(f"Module description: {test_module.__description__}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module: {e}")
+
+
+def test_submodule_import():
+    try:
+        from test_module import submodule
+
+        print("\nSuccessfully imported test_module.submodule")
+        print(f"Submodule function result: {submodule.test_function()}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module.submodule: {e}")
+
+
+def test_package_import():
+    try:
+        import test_package
+
+        print("\nSuccessfully imported test_package")
+        print(f"Package version: {test_package.__version__}")
+    except ImportError as e:
+        print(f"\nFailed to import test_package: {e}")
+
+
+def basic_example():
+    with TestModuleImportContainer():
+        # Add test module to Python path
+        sys.path.append(str(Path(__file__).parent))
+        print("Added test module to Python path")
+
+        # Test various imports
+        test_module_import()
+        test_submodule_import()
+        test_package_import()
+
+        # Clean up
+        if "test_module" in sys.modules:
+            del sys.modules["test_module"]
+        if "test_package" in sys.modules:
+            del sys.modules["test_package"]
+        print("\nCleaned up imported modules")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/test_module_import/examples/02_module_reloading.py b/modules/test_module_import/examples/02_module_reloading.py
new file mode 100644
index 000000000..4e05ff8bd
--- /dev/null
+++ b/modules/test_module_import/examples/02_module_reloading.py
@@ -0,0 +1,41 @@
+import importlib
+import sys
+from pathlib import Path
+
+from testcontainers.test_module_import import TestModuleImportContainer
+
+
+def test_module_reloading():
+    try:
+        import test_module
+
+        print("\nSuccessfully imported test_module")
+        print(f"Initial version: {test_module.__version__}")
+
+        # Simulate module changes by reloading
+        importlib.reload(test_module)
+        print("\nSuccessfully reloaded test_module")
+        print(f"Updated version: {test_module.__version__}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module: {e}")
+    except NameError:
+        print("\nCould not reload test_module (not imported)")
+
+
+def reloading_example():
+    with TestModuleImportContainer():
+        # Add test module to Python path
+        sys.path.append(str(Path(__file__).parent))
+        print("Added test module to Python path")
+
+        # Test module reloading
+        test_module_reloading()
+
+        # Clean up
+        if "test_module" in sys.modules:
+            del sys.modules["test_module"]
+        print("\nCleaned up imported modules")
+
+
+if __name__ == "__main__":
+    reloading_example()
diff --git a/modules/test_module_import/examples/03_version_specific.py b/modules/test_module_import/examples/03_version_specific.py
new file mode 100644
index 000000000..b24a6b47e
--- /dev/null
+++ b/modules/test_module_import/examples/03_version_specific.py
@@ -0,0 +1,34 @@
+import sys
+from pathlib import Path
+
+from testcontainers.test_module_import import TestModuleImportContainer
+
+
+def test_version_import():
+    try:
+        import test_module_v2
+
+        print("\nSuccessfully imported test_module_v2")
+        print(f"Module version: {test_module_v2.__version__}")
+        print(f"Module features: {test_module_v2.FEATURES}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module_v2: {e}")
+
+
+def version_example():
+    with TestModuleImportContainer():
+        # Add test module to Python path
+        sys.path.append(str(Path(__file__).parent))
+        print("Added test module to Python path")
+
+        # Test version-specific imports
+        test_version_import()
+
+        # Clean up
+        if "test_module_v2" in sys.modules:
+            del sys.modules["test_module_v2"]
+        print("\nCleaned up imported modules")
+
+
+if __name__ == "__main__":
+    version_example()
diff --git a/modules/test_module_import/examples/04_dependencies_and_env.py b/modules/test_module_import/examples/04_dependencies_and_env.py
new file mode 100644
index 000000000..de49fc55b
--- /dev/null
+++ b/modules/test_module_import/examples/04_dependencies_and_env.py
@@ -0,0 +1,48 @@
+import sys
+from pathlib import Path
+
+from testcontainers.test_module_import import TestModuleImportContainer
+
+
+def test_deps_import():
+    try:
+        import test_module_with_deps
+
+        print("\nSuccessfully imported test_module_with_deps")
+        print(f"Dependencies: {test_module_with_deps.DEPENDENCIES}")
+        print(f"Required versions: {test_module_with_deps.REQUIRED_VERSIONS}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module_with_deps: {e}")
+
+
+def test_env_import():
+    try:
+        import test_module_with_env
+
+        print("\nSuccessfully imported test_module_with_env")
+        print(f"Environment variables: {test_module_with_env.ENV_VARS}")
+        print(f"Environment values: {test_module_with_env.ENV_VALUES}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module_with_env: {e}")
+
+
+def deps_and_env_example():
+    with TestModuleImportContainer():
+        # Add test module to Python path
+        sys.path.append(str(Path(__file__).parent))
+        print("Added test module to Python path")
+
+        # Test dependencies and environment imports
+        test_deps_import()
+        test_env_import()
+
+        # Clean up
+        if "test_module_with_deps" in sys.modules:
+            del sys.modules["test_module_with_deps"]
+        if "test_module_with_env" in sys.modules:
+            del sys.modules["test_module_with_env"]
+        print("\nCleaned up imported modules")
+
+
+if __name__ == "__main__":
+    deps_and_env_example()
diff --git a/modules/test_module_import/examples/05_advanced_features.py b/modules/test_module_import/examples/05_advanced_features.py
new file mode 100644
index 000000000..45c24faa8
--- /dev/null
+++ b/modules/test_module_import/examples/05_advanced_features.py
@@ -0,0 +1,59 @@
+import sys
+from pathlib import Path
+
+from testcontainers.test_module_import import TestModuleImportContainer
+
+
+def test_custom_loader_import():
+    try:
+        import test_module_custom_loader
+
+        print("\nSuccessfully imported test_module_custom_loader")
+        print(f"Loader type: {test_module_custom_loader.LOADER_TYPE}")
+        print(f"Loader configuration: {test_module_custom_loader.LOADER_CONFIG}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module_custom_loader: {e}")
+
+
+def test_namespace_import():
+    try:
+        import test_namespace_package
+
+        print("\nSuccessfully imported test_namespace_package")
+        print(f"Namespace: {test_namespace_package.__namespace__}")
+        print(f"Available subpackages: {test_namespace_package.SUBPACKAGES}")
+    except ImportError as e:
+        print(f"\nFailed to import test_namespace_package: {e}")
+
+
+def test_entry_points_import():
+    try:
+        import test_module_with_entry_points
+
+        print("\nSuccessfully imported test_module_with_entry_points")
+        print(f"Entry points: {test_module_with_entry_points.ENTRY_POINTS}")
+        print(f"Entry point groups: {test_module_with_entry_points.ENTRY_POINT_GROUPS}")
+    except ImportError as e:
+        print(f"\nFailed to import test_module_with_entry_points: {e}")
+
+
+def advanced_features_example():
+    with TestModuleImportContainer():
+        # Add test module to Python path
+        sys.path.append(str(Path(__file__).parent))
+        print("Added test module to Python path")
+
+        # Test advanced features
+        test_custom_loader_import()
+        test_namespace_import()
+        test_entry_points_import()
+
+        # Clean up
+        for module in ["test_module_custom_loader", "test_namespace_package", "test_module_with_entry_points"]:
+            if module in sys.modules:
+                del sys.modules[module]
+        print("\nCleaned up imported modules")
+
+
+if __name__ == "__main__":
+    advanced_features_example()
diff --git a/modules/trino/example_basic.py b/modules/trino/example_basic.py
new file mode 100644
index 000000000..f2b351243
--- /dev/null
+++ b/modules/trino/example_basic.py
@@ -0,0 +1,66 @@
+import trino
+from trino.exceptions import TrinoQueryError
+
+from testcontainers.trino import TrinoContainer
+
+
+def basic_example():
+    with TrinoContainer() as trino_container:
+        # Get connection parameters
+        host = trino_container.get_container_host_ip()
+        port = trino_container.get_exposed_port(trino_container.port)
+
+        # Create Trino client
+        conn = trino.dbapi.connect(host=host, port=port, user="test", catalog="memory", schema="default")
+        cur = conn.cursor()
+
+        # Create a test table
+        try:
+            cur.execute("""
+                CREATE TABLE memory.default.test_table (
+                    id BIGINT,
+                    name VARCHAR,
+                    value DOUBLE
+                )
+            """)
+            print("Created test table")
+        except TrinoQueryError as e:
+            print(f"Table might already exist: {e}")
+
+        # Insert test data
+        test_data = [(1, "test1", 100.0), (2, "test2", 200.0), (3, "test3", 300.0)]
+
+        for row in test_data:
+            cur.execute("INSERT INTO memory.default.test_table VALUES (%s, %s, %s)", row)
+        print("Inserted test data")
+
+        # Query data
+        cur.execute("SELECT * FROM memory.default.test_table ORDER BY id")
+        rows = cur.fetchall()
+
+        print("\nQuery results:")
+        for row in rows:
+            print(f"ID: {row[0]}, Name: {row[1]}, Value: {row[2]}")
+
+        # Execute a more complex query
+        cur.execute("""
+            SELECT
+                name,
+                AVG(value) as avg_value,
+                COUNT(*) as count
+            FROM memory.default.test_table
+            GROUP BY name
+            ORDER BY avg_value DESC
+        """)
+
+        print("\nAggregation results:")
+        for row in cur.fetchall():
+            print(f"Name: {row[0]}, Average Value: {row[1]}, Count: {row[2]}")
+
+        # Clean up
+        cur.close()
+        conn.close()
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/vault/example_basic.py b/modules/vault/example_basic.py
new file mode 100644
index 000000000..2dd873f7a
--- /dev/null
+++ b/modules/vault/example_basic.py
@@ -0,0 +1,75 @@
+import json
+
+import hvac
+
+from testcontainers.vault import VaultContainer
+
+
+def basic_example():
+    with VaultContainer() as vault:
+        # Get connection parameters
+        host = vault.get_container_host_ip()
+        port = vault.get_exposed_port(vault.port)
+        token = vault.token
+
+        # Create Vault client
+        client = hvac.Client(url=f"http://{host}:{port}", token=token)
+        print("Connected to Vault")
+
+        # Enable KV secrets engine
+        client.sys.enable_secrets_engine(backend_type="kv", path="secret", options={"version": "2"})
+        print("Enabled KV secrets engine")
+
+        # Write secrets
+        test_secrets = {
+            "database": {"username": "admin", "password": "secret123", "host": "localhost"},
+            "api": {"key": "api-key-123", "endpoint": "https://api.example.com"},
+        }
+
+        for path, secret in test_secrets.items():
+            client.secrets.kv.v2.create_or_update_secret(path=path, secret=secret)
+            print(f"Created secret at: {path}")
+
+        # Read secrets
+        print("\nReading secrets:")
+        for path in test_secrets:
+            secret = client.secrets.kv.v2.read_secret_version(path=path)
+            print(f"\nSecret at {path}:")
+            print(json.dumps(secret["data"]["data"], indent=2))
+
+        # Enable and configure AWS secrets engine
+        client.sys.enable_secrets_engine(backend_type="aws", path="aws")
+        print("\nEnabled AWS secrets engine")
+
+        # Configure AWS credentials
+        client.secrets.aws.configure_root(
+            access_key="test-access-key", secret_key="test-secret-key", region="us-east-1"
+        )
+        print("Configured AWS credentials")
+
+        # Create a role
+        client.secrets.aws.create_role(
+            name="test-role",
+            credential_type="iam_user",
+            policy_document=json.dumps(
+                {
+                    "Version": "2012-10-17",
+                    "Statement": [{"Effect": "Allow", "Action": "s3:ListAllMyBuckets", "Resource": "*"}],
+                }
+            ),
+        )
+        print("Created AWS role")
+
+        # Generate AWS credentials
+        aws_creds = client.secrets.aws.generate_credentials(name="test-role")
+        print("\nGenerated AWS credentials:")
+        print(json.dumps(aws_creds["data"], indent=2))
+
+        # List enabled secrets engines
+        print("\nEnabled secrets engines:")
+        for path, engine in client.sys.list_mounted_secrets_engines()["data"].items():
+            print(f"Path: {path}, Type: {engine['type']}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/modules/weaviate/example_basic.py b/modules/weaviate/example_basic.py
new file mode 100644
index 000000000..0c7097723
--- /dev/null
+++ b/modules/weaviate/example_basic.py
@@ -0,0 +1,143 @@
+import json
+from datetime import datetime
+
+import weaviate
+
+from testcontainers.weaviate import WeaviateContainer
+
+
+def basic_example():
+    with WeaviateContainer() as weaviate_container:
+        # Get connection parameters
+        host = weaviate_container.get_container_host_ip()
+        port = weaviate_container.get_exposed_port(weaviate_container.port)
+
+        # Create Weaviate client
+        client = weaviate.Client(
+            url=f"http://{host}:{port}", auth_client_secret=weaviate.AuthApiKey(api_key=weaviate_container.api_key)
+        )
+        print("Connected to Weaviate")
+
+        # Create schema
+        schema = {
+            "classes": [
+                {
+                    "class": "Article",
+                    "description": "A class for news articles",
+                    "vectorizer": "text2vec-transformers",
+                    "properties": [
+                        {"name": "title", "dataType": ["text"], "description": "The title of the article"},
+                        {"name": "content", "dataType": ["text"], "description": "The content of the article"},
+                        {"name": "category", "dataType": ["text"], "description": "The category of the article"},
+                        {"name": "publishedAt", "dataType": ["date"], "description": "When the article was published"},
+                    ],
+                }
+            ]
+        }
+
+        client.schema.create(schema)
+        print("Created schema")
+
+        # Add objects
+        articles = [
+            {
+                "title": "AI Breakthrough in Natural Language Processing",
+                "content": "Researchers have made significant progress in understanding and generating human language.",
+                "category": "Technology",
+                "publishedAt": datetime.utcnow().isoformat(),
+            },
+            {
+                "title": "New Study Shows Benefits of Exercise",
+                "content": "Regular physical activity has been linked to improved mental health and longevity.",
+                "category": "Health",
+                "publishedAt": datetime.utcnow().isoformat(),
+            },
+            {
+                "title": "Global Climate Summit Reaches Agreement",
+                "content": "World leaders have agreed on new measures to combat climate change.",
+                "category": "Environment",
+                "publishedAt": datetime.utcnow().isoformat(),
+            },
+        ]
+
+        for article in articles:
+            client.data_object.create(data_object=article, class_name="Article")
+        print("Added test articles")
+
+        # Query objects
+        result = client.query.get("Article", ["title", "category", "publishedAt"]).do()
+        print("\nAll articles:")
+        print(json.dumps(result, indent=2))
+
+        # Semantic search
+        semantic_result = (
+            client.query.get("Article", ["title", "content", "category"])
+            .with_near_text({"concepts": ["artificial intelligence"]})
+            .with_limit(2)
+            .do()
+        )
+        print("\nSemantic search results:")
+        print(json.dumps(semantic_result, indent=2))
+
+        # Filtered search
+        filtered_result = (
+            client.query.get("Article", ["title", "category"])
+            .with_where({"path": ["category"], "operator": "Equal", "valueText": "Technology"})
+            .do()
+        )
+        print("\nFiltered search results:")
+        print(json.dumps(filtered_result, indent=2))
+
+        # Create cross-reference
+        cross_ref_schema = {
+            "classes": [
+                {
+                    "class": "Author",
+                    "description": "A class for article authors",
+                    "vectorizer": "text2vec-transformers",
+                    "properties": [
+                        {"name": "name", "dataType": ["text"], "description": "The name of the author"},
+                        {"name": "writes", "dataType": ["Article"], "description": "Articles written by the author"},
+                    ],
+                }
+            ]
+        }
+
+        client.schema.create(cross_ref_schema)
+        print("\nCreated cross-reference schema")
+
+        # Add author with cross-reference
+        author_uuid = client.data_object.create(data_object={"name": "John Doe"}, class_name="Author")
+
+        article_uuid = result["data"]["Get"]["Article"][0]["_additional"]["id"]
+        client.data_object.reference.add(
+            from_uuid=author_uuid,
+            from_property_name="writes",
+            to_uuid=article_uuid,
+            from_class_name="Author",
+            to_class_name="Article",
+        )
+        print("Added author with cross-reference")
+
+        # Query with cross-reference
+        cross_ref_result = (
+            client.query.get("Author", ["name"])
+            .with_additional(["id"])
+            .with_references({"writes": {"properties": ["title", "category"]}})
+            .do()
+        )
+        print("\nCross-reference query results:")
+        print(json.dumps(cross_ref_result, indent=2))
+
+        # Create aggregation
+        agg_result = client.query.aggregate("Article").with_fields("category").with_meta_count().do()
+        print("\nAggregation results:")
+        print(json.dumps(agg_result, indent=2))
+
+        # Clean up
+        client.schema.delete_all()
+        print("\nCleaned up schema")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/poetry.lock b/poetry.lock
index 563589b6c..1d6c3f0ca 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
diff --git a/pyproject.toml b/pyproject.toml
index 628caa2d4..e52116126 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [
     "Balint Bartha <totallyzen@users.noreply.github.com>",
     "David Ankin <daveankin@gmail.com>",
-    "Vemund Santi <vemund@santi.no>"
+    "Vemund Santi <vemund@santi.no>",
 ]
 readme = "README.md"
 keywords = ["testing", "logging", "docker", "test automation"]
@@ -29,7 +29,7 @@ classifiers = [
 packages = [
     { include = "testcontainers", from = "core" },
     { include = "testcontainers", from = "modules/arangodb" },
-    { include = "testcontainers", from = "modules/aws"},
+    { include = "testcontainers", from = "modules/aws" },
     { include = "testcontainers", from = "modules/azurite" },
     { include = "testcontainers", from = "modules/cassandra" },
     { include = "testcontainers", from = "modules/chroma" },
@@ -39,7 +39,7 @@ packages = [
     { include = "testcontainers", from = "modules/db2" },
     { include = "testcontainers", from = "modules/elasticsearch" },
     { include = "testcontainers", from = "modules/generic" },
-    { include = "testcontainers", from = "modules/test_module_import"},
+    { include = "testcontainers", from = "modules/test_module_import" },
     { include = "testcontainers", from = "modules/google" },
     { include = "testcontainers", from = "modules/influxdb" },
     { include = "testcontainers", from = "modules/k3s" },
@@ -79,9 +79,9 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.9,<4.0"
-docker = "*" # ">=4.0"
-urllib3 = "*" # "<2.0"
-wrapt = "*" # "^1.16.0"
+docker = "*"            # ">=4.0"
+urllib3 = "*"           # "<2.0"
+wrapt = "*"             # "^1.16.0"
 typing-extensions = "*"
 python-dotenv = "*"
 
@@ -130,7 +130,10 @@ cosmosdb = ["azure-cosmos"]
 cockroachdb = []
 db2 = ["sqlalchemy", "ibm_db_sa"]
 elasticsearch = []
-generic = ["httpx", "redis"] # The advance doctests for ServerContainer require redis
+generic = [
+    "httpx",
+    "redis",
+] # The advance doctests for ServerContainer require redis
 test_module_import = ["httpx"]
 google = ["google-cloud-pubsub", "google-cloud-datastore"]
 influxdb = ["influxdb", "influxdb-client"]
@@ -204,19 +207,17 @@ addopts = "--tb=short --strict-markers"
 log_cli = true
 log_cli_level = "INFO"
 markers = [
-    "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected"
+    "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected",
 ]
 
 [tool.coverage.run]
 branch = true
-omit = [
-    "oracle.py"
-]
+omit = ["oracle.py"]
 
 [tool.coverage.report]
 exclude_lines = [
     "pass",
-    "raise NotImplementedError" # TODO: used in core/generic.py, not sure we need DbContainer
+    "raise NotImplementedError", # TODO: used in core/generic.py, not sure we need DbContainer
 ]
 
 [tool.ruff]
@@ -254,7 +255,8 @@ select = [
     # mccabe
     "C90",
     # pycodestyle
-    "E", "W",
+    "E",
+    "W",
     # pyflakes
     "F",
     # pygrep-hooks
@@ -272,9 +274,13 @@ ignore = [
     # the must-have __init__.py (we are using package namespaces)
     "INP001",
     # we do have some imports shadowing builtins
-    "A004"
+    "A004",
 ]
 
+[tool.ruff.lint.per-file-ignores]
+"**/example_*.py" = ["T201"]
+"**/examples/*.py" = ["T201"]
+
 [tool.ruff.lint.pyupgrade]
 keep-runtime-typing = true
 
@@ -293,47 +299,41 @@ strict = true
 modules = ["testcontainers.core"]
 mypy_path = [
     "core",
-#    "modules/arangodb",
-#    "modules/azurite",
-#    "modules/cassandra",
-#    "modules/clickhouse",
-#    "modules/elasticsearch",
-#    "modules/google",
-#    "modules/k3s",
-#    "modules/kafka",
-#    "modules/keycloak",
-#    "modules/localstack",
+    #    "modules/arangodb",
+    #    "modules/azurite",
+    #    "modules/cassandra",
+    #    "modules/clickhouse",
+    #    "modules/elasticsearch",
+    #    "modules/google",
+    #    "modules/k3s",
+    #    "modules/kafka",
+    #    "modules/keycloak",
+    #    "modules/localstack",
     "modules/mailpit",
-#    "modules/minio",
-#    "modules/mongodb",
-#    "modules/mssql",
-#    "modules/mysql",
-#    "modules/neo4j",
-#    "modules/nginx",
-#    "modules/ollama",
-#    "modules/opensearch",
-#    "modules/oracle",
-#    "modules/postgres",
-#    "modules/rabbitmq",
-#    "modules/redis",
-#    "modules/selenium"
+    #    "modules/minio",
+    #    "modules/mongodb",
+    #    "modules/mssql",
+    #    "modules/mysql",
+    #    "modules/neo4j",
+    #    "modules/nginx",
+    #    "modules/ollama",
+    #    "modules/opensearch",
+    #    "modules/oracle",
+    #    "modules/postgres",
+    #    "modules/rabbitmq",
+    #    "modules/redis",
+    #    "modules/selenium"
     "modules/sftp",
-#    "modules/vault"
-#    "modules/weaviate"
-]
-enable_error_code = [
-    "ignore-without-code",
-    "redundant-expr",
-    "truthy-bool",
+    #    "modules/vault"
+    #    "modules/weaviate"
 ]
+enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
 
 [[tool.mypy.overrides]]
 module = ['tests.*']
 # in pytest we allow fixtures to be more relaxed, though we check the untyped functions
 check_untyped_defs = true
-disable_error_code = [
-    'no-untyped-def'
-]
+disable_error_code = ['no-untyped-def']
 
 [[tool.mypy.overrides]]
 module = ['docker.*']

From bc86a3ef02cd30b1502572fcc8088ff49fec23b9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edd=C3=BA=20Mel=C3=A9ndez?= <eddu.melendez@gmail.com>
Date: Wed, 18 Jun 2025 09:26:35 -0500
Subject: [PATCH 037/208] Add mkdocs dependencies

---
 requirements.txt | 5 +++++
 1 file changed, 5 insertions(+)
 create mode 100644 requirements.txt

diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 000000000..febf39d64
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,5 @@
+mkdocs==1.3.0
+mkdocs-codeinclude-plugin==0.2.0
+mkdocs-material==8.1.3
+mkdocs-markdownextradata-plugin==0.2.5
+

From f467c842b851613b9a087bd5f9a08d8c39577cb8 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Thu, 19 Jun 2025 00:21:28 -0400
Subject: [PATCH 038/208] fix: just use the getLogger API and do not override
 logger settings (#836)

---
 core/testcontainers/core/utils.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/core/testcontainers/core/utils.py b/core/testcontainers/core/utils.py
index 6c6136142..438cf2cd7 100644
--- a/core/testcontainers/core/utils.py
+++ b/core/testcontainers/core/utils.py
@@ -13,10 +13,10 @@
 
 def setup_logger(name: str) -> logging.Logger:
     logger = logging.getLogger(name)
-    logger.setLevel(logging.INFO)
-    handler = logging.StreamHandler()
-    handler.setLevel(logging.INFO)
-    logger.addHandler(handler)
+    # logger.setLevel(logging.INFO)
+    # handler = logging.StreamHandler()
+    # handler.setLevel(logging.INFO)
+    # logger.addHandler(handler)
     return logger
 
 

From ff6a32db803046db8d89ba5a7157bf573d9f25c2 Mon Sep 17 00:00:00 2001
From: Kound <carli.freudenberg@energymeteo.de>
Date: Mon, 23 Jun 2025 18:20:12 +0200
Subject: [PATCH 039/208] feat: make config monkeypatchable, fix config related
 startup issues (#833)

Make configuration monkeypatchable.

Also show users how within readme.

This should also fix the bug in #830 and supersedes #821 and #832

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 README.md                                     | 10 ++
 core/testcontainers/core/__init__.py          |  3 +
 core/testcontainers/core/config.py            | 99 +++++++++++++------
 core/testcontainers/core/waiting_utils.py     |  4 +-
 core/tests/test_config.py                     | 20 ++++
 core/tests/test_labels.py                     |  4 +-
 .../scylla/testcontainers/scylla/__init__.py  |  3 +-
 7 files changed, 107 insertions(+), 36 deletions(-)

diff --git a/README.md b/README.md
index 43d5d2aa6..8dfff2cb5 100644
--- a/README.md
+++ b/README.md
@@ -41,6 +41,8 @@ See [CONTRIBUTING.md](.github/CONTRIBUTING.md) for more details.
 
 ## Configuration
 
+You can set environment variables to configure the library behaviour:
+
 | Env Variable                            | Example                     | Description                                                                        |
 | --------------------------------------- | --------------------------- | ---------------------------------------------------------------------------------- |
 | `TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE` | `/var/run/docker.sock`      | Path to Docker's socket used by ryuk                                               |
@@ -48,3 +50,11 @@ See [CONTRIBUTING.md](.github/CONTRIBUTING.md) for more details.
 | `TESTCONTAINERS_RYUK_DISABLED`          | `false`                     | Disable ryuk                                                                       |
 | `RYUK_CONTAINER_IMAGE`                  | `testcontainers/ryuk:0.8.1` | Custom image for ryuk                                                              |
 | `RYUK_RECONNECTION_TIMEOUT`             | `10s`                       | Reconnection timeout for Ryuk TCP socket before Ryuk reaps all dangling containers |
+
+Alternatively you can set the configuration during runtime:
+
+```python
+from testcontainers.core import testcontainers_config
+
+testcontainers_config.ryuk_docker_socket = "/home/user/docker.sock"
+```
diff --git a/core/testcontainers/core/__init__.py b/core/testcontainers/core/__init__.py
index e69de29bb..fdae0086b 100644
--- a/core/testcontainers/core/__init__.py
+++ b/core/testcontainers/core/__init__.py
@@ -0,0 +1,3 @@
+from .config import testcontainers_config
+
+__all__ = ["testcontainers_config"]
diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index f3aa337e5..19ce80c88 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -1,10 +1,13 @@
+import types
+import warnings
+from collections.abc import Mapping
 from dataclasses import dataclass, field
 from enum import Enum
 from logging import warning
 from os import environ
 from os.path import exists
 from pathlib import Path
-from typing import Optional, Union
+from typing import Final, Optional, Union
 
 import docker
 
@@ -30,28 +33,27 @@ def get_docker_socket() -> str:
 
     Using the docker api ensure we handle rootless docker properly
     """
-    if socket_path := environ.get("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE"):
+    if socket_path := environ.get("TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE", ""):
         return socket_path
 
-    client = docker.from_env()
     try:
+        client = docker.from_env()
         socket_path = client.api.get_adapter(client.api.base_url).socket_path
         # return the normalized path as string
         return str(Path(socket_path).absolute())
-    except AttributeError:
+    except Exception:
         return "/var/run/docker.sock"
 
 
-MAX_TRIES = int(environ.get("TC_MAX_TRIES", 120))
-SLEEP_TIME = int(environ.get("TC_POOLING_INTERVAL", 1))
-TIMEOUT = MAX_TRIES * SLEEP_TIME
+def get_bool_env(name: str) -> bool:
+    """
+    Get environment variable named `name` and convert it to bool.
+
+    Defaults to False.
+    """
+    value = environ.get(name, "")
+    return value.lower() in ("yes", "true", "t", "y", "1")
 
-RYUK_IMAGE: str = environ.get("RYUK_CONTAINER_IMAGE", "testcontainers/ryuk:0.8.1")
-RYUK_PRIVILEGED: bool = environ.get("TESTCONTAINERS_RYUK_PRIVILEGED", "false") == "true"
-RYUK_DISABLED: bool = environ.get("TESTCONTAINERS_RYUK_DISABLED", "false") == "true"
-RYUK_DOCKER_SOCKET: str = get_docker_socket()
-RYUK_RECONNECTION_TIMEOUT: str = environ.get("RYUK_RECONNECTION_TIMEOUT", "10s")
-TC_HOST_OVERRIDE: Optional[str] = environ.get("TC_HOST", environ.get("TESTCONTAINERS_HOST_OVERRIDE"))
 
 TC_FILE = ".testcontainers.properties"
 TC_GLOBAL = Path.home() / TC_FILE
@@ -94,16 +96,16 @@ def read_tc_properties() -> dict[str, str]:
 
 @dataclass
 class TestcontainersConfiguration:
-    max_tries: int = MAX_TRIES
-    sleep_time: int = SLEEP_TIME
-    ryuk_image: str = RYUK_IMAGE
-    ryuk_privileged: bool = RYUK_PRIVILEGED
-    ryuk_disabled: bool = RYUK_DISABLED
-    ryuk_docker_socket: str = RYUK_DOCKER_SOCKET
-    ryuk_reconnection_timeout: str = RYUK_RECONNECTION_TIMEOUT
+    max_tries: int = int(environ.get("TC_MAX_TRIES", "120"))
+    sleep_time: int = int(environ.get("TC_POOLING_INTERVAL", "1"))
+    ryuk_image: str = environ.get("RYUK_CONTAINER_IMAGE", "testcontainers/ryuk:0.8.1")
+    ryuk_privileged: bool = get_bool_env("TESTCONTAINERS_RYUK_PRIVILEGED")
+    ryuk_disabled: bool = get_bool_env("TESTCONTAINERS_RYUK_DISABLED")
+    _ryuk_docker_socket: str = ""
+    ryuk_reconnection_timeout: str = environ.get("RYUK_RECONNECTION_TIMEOUT", "10s")
     tc_properties: dict[str, str] = field(default_factory=read_tc_properties)
     _docker_auth_config: Optional[str] = field(default_factory=lambda: environ.get("DOCKER_AUTH_CONFIG"))
-    tc_host_override: Optional[str] = TC_HOST_OVERRIDE
+    tc_host_override: Optional[str] = environ.get("TC_HOST", environ.get("TESTCONTAINERS_HOST_OVERRIDE"))
     connection_mode_override: Optional[ConnectionMode] = field(default_factory=get_user_overwritten_connection_mode)
 
     """
@@ -131,19 +133,54 @@ def tc_properties_get_tc_host(self) -> Union[str, None]:
     def timeout(self) -> int:
         return self.max_tries * self.sleep_time
 
+    @property
+    def ryuk_docker_socket(self) -> str:
+        if not self._ryuk_docker_socket:
+            self.ryuk_docker_socket = get_docker_socket()
+        return self._ryuk_docker_socket
 
-testcontainers_config = TestcontainersConfiguration()
+    @ryuk_docker_socket.setter
+    def ryuk_docker_socket(self, value: str) -> None:
+        self._ryuk_docker_socket = value
+
+
+testcontainers_config: Final = TestcontainersConfiguration()
 
 __all__ = [
-    # Legacy things that are deprecated:
-    "MAX_TRIES",
-    "RYUK_DISABLED",
-    "RYUK_DOCKER_SOCKET",
-    "RYUK_IMAGE",
-    "RYUK_PRIVILEGED",
-    "RYUK_RECONNECTION_TIMEOUT",
-    "SLEEP_TIME",
-    "TIMEOUT",
     # Public API of this module:
     "testcontainers_config",
 ]
+
+_deprecated_attribute_mapping: Final[Mapping[str, str]] = types.MappingProxyType(
+    {
+        "MAX_TRIES": "max_tries",
+        "RYUK_DISABLED": "ryuk_disabled",
+        "RYUK_DOCKER_SOCKET": "ryuk_docker_socket",
+        "RYUK_IMAGE": "ryuk_image",
+        "RYUK_PRIVILEGED": "ryuk_privileged",
+        "RYUK_RECONNECTION_TIMEOUT": "ryuk_reconnection_timeout",
+        "SLEEP_TIME": "sleep_time",
+        "TIMEOUT": "timeout",
+    }
+)
+
+
+def __dir__() -> list[str]:
+    return __all__ + list(_deprecated_attribute_mapping.keys())
+
+
+def __getattr__(name: str) -> object:
+    """
+    Allow getting deprecated legacy settings.
+    """
+    module = f"{__name__!r}"
+
+    if name in _deprecated_attribute_mapping:
+        attrib = _deprecated_attribute_mapping[name]
+        warnings.warn(
+            f"{module}.{name} is deprecated. Use {module}.testcontainers_config.{attrib} instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return getattr(testcontainers_config, attrib)
+    raise AttributeError(f"module {module} has no attribute {name!r}")
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 0d531b151..36e6a812f 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -83,7 +83,7 @@ def wait_for(condition: Callable[..., bool]) -> bool:
 def wait_for_logs(
     container: "DockerContainer",
     predicate: Union[Callable, str],
-    timeout: float = config.timeout,
+    timeout: Union[float, None] = None,
     interval: float = 1,
     predicate_streams_and: bool = False,
     raise_on_exit: bool = False,
@@ -104,6 +104,8 @@ def wait_for_logs(
     Returns:
         duration: Number of seconds until the predicate was satisfied.
     """
+    if timeout is None:
+        timeout = config.timeout
     if isinstance(predicate, str):
         predicate = re.compile(predicate, re.MULTILINE).search
     wrapped = container.get_wrapped_container()
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 845ca7ac5..eccc186b6 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -146,3 +146,23 @@ def test_get_docker_host_root(monkeypatch: pytest.MonkeyPatch) -> None:
     # Define a Root like Docker Client
     monkeypatch.setenv("DOCKER_HOST", "unix://")
     assert get_docker_socket() == "/var/run/docker.sock"
+
+
+def test_deprecated_settings() -> None:
+    """
+    Getting deprecated settings raises a DepcrationWarning
+    """
+    from testcontainers.core import config
+
+    with pytest.warns(DeprecationWarning):
+        assert config.TIMEOUT
+
+
+def test_attribut_error() -> None:
+    """
+    Accessing a not existing attribute raises an AttributeError
+    """
+    from testcontainers.core import config
+
+    with pytest.raises(AttributeError):
+        config.missing
diff --git a/core/tests/test_labels.py b/core/tests/test_labels.py
index b920b08fe..c34baaeef 100644
--- a/core/tests/test_labels.py
+++ b/core/tests/test_labels.py
@@ -7,7 +7,7 @@
     TESTCONTAINERS_NAMESPACE,
 )
 import pytest
-from testcontainers.core.config import RYUK_IMAGE
+from testcontainers.core.config import testcontainers_config as config
 
 
 def assert_in_with_value(labels: dict[str, str], label: str, value: str, known_before_test_time: bool):
@@ -43,7 +43,7 @@ def test_containers_respect_custom_labels_if_no_collision():
 
 
 def test_if_ryuk_no_session():
-    actual_labels = create_labels(RYUK_IMAGE, None)
+    actual_labels = create_labels(config.ryuk_image, None)
     assert LABEL_SESSION_ID not in actual_labels
 
 
diff --git a/modules/scylla/testcontainers/scylla/__init__.py b/modules/scylla/testcontainers/scylla/__init__.py
index 9ff941765..6d79ec165 100644
--- a/modules/scylla/testcontainers/scylla/__init__.py
+++ b/modules/scylla/testcontainers/scylla/__init__.py
@@ -1,4 +1,3 @@
-from testcontainers.core.config import MAX_TRIES
 from testcontainers.core.generic import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
@@ -29,7 +28,7 @@ def __init__(self, image="scylladb/scylla:latest", ports_to_expose=(9042,)):
 
     @wait_container_is_ready(OSError)
     def _connect(self):
-        wait_for_logs(self, predicate="Starting listening for CQL clients", timeout=MAX_TRIES)
+        wait_for_logs(self, predicate="Starting listening for CQL clients")
         cluster = self.get_cluster()
         cluster.connect()
 

From b816762b9a548033b065c3f46267c289a560f6ed Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 2 Jul 2025 07:10:51 -0400
Subject: [PATCH 040/208] fix(core): mypy (#810)

makes mypy happier

---------

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 core/testcontainers/compose/__init__.py   | 13 +++-
 core/testcontainers/compose/compose.py    | 70 ++++++++++--------
 core/testcontainers/core/config.py        |  4 +-
 core/testcontainers/core/container.py     | 86 ++++++++++++++---------
 core/testcontainers/core/docker_client.py | 13 ++--
 core/testcontainers/core/image.py         | 44 +++++++-----
 core/testcontainers/core/network.py       | 29 ++++++--
 core/testcontainers/core/waiting_utils.py | 30 ++++----
 core/testcontainers/socat/socat.py        |  4 +-
 core/tests/conftest.py                    |  4 +-
 core/tests/test_compose.py                | 10 +--
 core/tests/test_config.py                 |  8 ++-
 core/tests/test_container.py              |  2 +-
 core/tests/test_core_ports.py             | 16 +++--
 core/tests/test_docker_in_docker.py       |  7 +-
 core/tests/test_image.py                  | 15 ++--
 core/tests/test_new_docker_api.py         |  4 +-
 core/tests/test_ryuk.py                   |  8 ++-
 pyproject.toml                            |  4 ++
 19 files changed, 242 insertions(+), 129 deletions(-)

diff --git a/core/testcontainers/compose/__init__.py b/core/testcontainers/compose/__init__.py
index 8d16ca6fd..8eb8e100d 100644
--- a/core/testcontainers/compose/__init__.py
+++ b/core/testcontainers/compose/__init__.py
@@ -1,8 +1,15 @@
 # flake8: noqa: F401
 from testcontainers.compose.compose import (
     ComposeContainer,
-    ContainerIsNotRunning,
     DockerCompose,
-    NoSuchPortExposed,
-    PublishedPort,
+    PublishedPortModel,
 )
+from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
+
+__all__ = [
+    "ComposeContainer",
+    "ContainerIsNotRunning",
+    "DockerCompose",
+    "NoSuchPortExposed",
+    "PublishedPortModel",
+]
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 35ca5b335..c200ade18 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -1,4 +1,4 @@
-from dataclasses import asdict, dataclass, field, fields
+from dataclasses import asdict, dataclass, field, fields, is_dataclass
 from functools import cached_property
 from json import loads
 from logging import warning
@@ -7,6 +7,7 @@
 from re import split
 from subprocess import CompletedProcess
 from subprocess import run as subprocess_run
+from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
 from urllib.error import HTTPError, URLError
 from urllib.request import urlopen
@@ -18,35 +19,37 @@
 _WARNINGS = {"DOCKER_COMPOSE_GET_CONFIG": "get_config is experimental, see testcontainers/testcontainers-python#669"}
 
 
-def _ignore_properties(cls: type[_IPT], dict_: any) -> _IPT:
+def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
     """omits extra fields like @JsonIgnoreProperties(ignoreUnknown = true)
 
     https://gist.github.com/alexanderankin/2a4549ac03554a31bef6eaaf2eaf7fd5"""
     if isinstance(dict_, cls):
         return dict_
+    if not is_dataclass(cls):
+        raise TypeError(f"Expected a dataclass type, got {cls}")
     class_fields = {f.name for f in fields(cls)}
     filtered = {k: v for k, v in dict_.items() if k in class_fields}
-    return cls(**filtered)
+    return cast("_IPT", cls(**filtered))
 
 
 @dataclass
-class PublishedPort:
+class PublishedPortModel:
     """
     Class that represents the response we get from compose when inquiring status
     via `DockerCompose.get_running_containers()`.
     """
 
     URL: Optional[str] = None
-    TargetPort: Optional[str] = None
-    PublishedPort: Optional[str] = None
+    TargetPort: Optional[int] = None
+    PublishedPort: Optional[int] = None
     Protocol: Optional[str] = None
 
-    def normalize(self):
+    def normalize(self) -> "PublishedPortModel":
         url_not_usable = system() == "Windows" and self.URL == "0.0.0.0"
         if url_not_usable:
             self_dict = asdict(self)
             self_dict.update({"URL": "127.0.0.1"})
-            return PublishedPort(**self_dict)
+            return PublishedPortModel(**self_dict)
         return self
 
 
@@ -75,19 +78,19 @@ class ComposeContainer:
     Service: Optional[str] = None
     State: Optional[str] = None
     Health: Optional[str] = None
-    ExitCode: Optional[str] = None
-    Publishers: list[PublishedPort] = field(default_factory=list)
+    ExitCode: Optional[int] = None
+    Publishers: list[PublishedPortModel] = field(default_factory=list)
 
-    def __post_init__(self):
+    def __post_init__(self) -> None:
         if self.Publishers:
-            self.Publishers = [_ignore_properties(PublishedPort, p) for p in self.Publishers]
+            self.Publishers = [_ignore_properties(PublishedPortModel, p) for p in self.Publishers]
 
     def get_publisher(
         self,
         by_port: Optional[int] = None,
         by_host: Optional[str] = None,
-        prefer_ip_version: Literal["IPV4", "IPv6"] = "IPv4",
-    ) -> PublishedPort:
+        prefer_ip_version: Literal["IPv4", "IPv6"] = "IPv4",
+    ) -> PublishedPortModel:
         remaining_publishers = self.Publishers
 
         remaining_publishers = [r for r in remaining_publishers if self._matches_protocol(prefer_ip_version, r)]
@@ -109,8 +112,9 @@ def get_publisher(
         )
 
     @staticmethod
-    def _matches_protocol(prefer_ip_version, r):
-        return (":" in r.URL) is (prefer_ip_version == "IPv6")
+    def _matches_protocol(prefer_ip_version: str, r: PublishedPortModel) -> bool:
+        r_url = r.URL
+        return (r_url is not None and ":" in r_url) is (prefer_ip_version == "IPv6")
 
 
 @dataclass
@@ -164,7 +168,7 @@ class DockerCompose:
                 image: "hello-world"
     """
 
-    context: Union[str, PathLike]
+    context: Union[str, PathLike[str]]
     compose_file_name: Optional[Union[str, list[str]]] = None
     pull: bool = False
     build: bool = False
@@ -175,7 +179,7 @@ class DockerCompose:
     docker_command_path: Optional[str] = None
     profiles: Optional[list[str]] = None
 
-    def __post_init__(self):
+    def __post_init__(self) -> None:
         if isinstance(self.compose_file_name, str):
             self.compose_file_name = [self.compose_file_name]
 
@@ -183,7 +187,9 @@ def __enter__(self) -> "DockerCompose":
         self.start()
         return self
 
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None:
+    def __exit__(
+        self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
+    ) -> None:
         self.stop(not self.keep_volumes)
 
     def docker_compose_command(self) -> list[str]:
@@ -235,7 +241,7 @@ def start(self) -> None:
 
         self._run_command(cmd=up_cmd)
 
-    def stop(self, down=True) -> None:
+    def stop(self, down: bool = True) -> None:
         """
         Stops the docker compose environment.
         """
@@ -295,7 +301,7 @@ def get_config(
         cmd_output = self._run_command(cmd=config_cmd).stdout
         return cast(dict[str, Any], loads(cmd_output))  # noqa: TC006
 
-    def get_containers(self, include_all=False) -> list[ComposeContainer]:
+    def get_containers(self, include_all: bool = False) -> list[ComposeContainer]:
         """
         Fetch information about running containers via `docker compose ps --format json`.
         Available only in V2 of compose.
@@ -370,17 +376,18 @@ def exec_in_container(
         """
         if not service_name:
             service_name = self.get_container().Service
-        exec_cmd = [*self.compose_command_property, "exec", "-T", service_name, *command]
+        assert service_name
+        exec_cmd: list[str] = [*self.compose_command_property, "exec", "-T", service_name, *command]
         result = self._run_command(cmd=exec_cmd)
 
-        return (result.stdout.decode("utf-8"), result.stderr.decode("utf-8"), result.returncode)
+        return result.stdout.decode("utf-8"), result.stderr.decode("utf-8"), result.returncode
 
     def _run_command(
         self,
         cmd: Union[str, list[str]],
         context: Optional[str] = None,
     ) -> CompletedProcess[bytes]:
-        context = context or self.context
+        context = context or str(self.context)
         return subprocess_run(
             cmd,
             capture_output=True,
@@ -392,7 +399,7 @@ def get_service_port(
         self,
         service_name: Optional[str] = None,
         port: Optional[int] = None,
-    ):
+    ) -> Optional[int]:
         """
         Returns the mapped port for one of the services.
 
@@ -408,13 +415,14 @@ def get_service_port(
         str:
             The mapped port on the host
         """
-        return self.get_container(service_name).get_publisher(by_port=port).normalize().PublishedPort
+        normalize: PublishedPortModel = self.get_container(service_name).get_publisher(by_port=port).normalize()
+        return normalize.PublishedPort
 
     def get_service_host(
         self,
         service_name: Optional[str] = None,
         port: Optional[int] = None,
-    ):
+    ) -> Optional[str]:
         """
         Returns the host for one of the services.
 
@@ -430,13 +438,17 @@ def get_service_host(
         str:
             The hostname for the service
         """
-        return self.get_container(service_name).get_publisher(by_port=port).normalize().URL
+        container: ComposeContainer = self.get_container(service_name)
+        publisher: PublishedPortModel = container.get_publisher(by_port=port)
+        normalize: PublishedPortModel = publisher.normalize()
+        url: Optional[str] = normalize.URL
+        return url
 
     def get_service_host_and_port(
         self,
         service_name: Optional[str] = None,
         port: Optional[int] = None,
-    ):
+    ) -> tuple[Optional[str], Optional[int]]:
         publisher = self.get_container(service_name).get_publisher(by_port=port).normalize()
         return publisher.URL, publisher.PublishedPort
 
diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 19ce80c88..461bfe592 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -7,7 +7,7 @@
 from os import environ
 from os.path import exists
 from pathlib import Path
-from typing import Final, Optional, Union
+from typing import Final, Optional, Union, cast
 
 import docker
 
@@ -39,6 +39,7 @@ def get_docker_socket() -> str:
     try:
         client = docker.from_env()
         socket_path = client.api.get_adapter(client.api.base_url).socket_path
+        socket_path = cast("str", socket_path)
         # return the normalized path as string
         return str(Path(socket_path).absolute())
     except Exception:
@@ -148,6 +149,7 @@ def ryuk_docker_socket(self, value: str) -> None:
 
 __all__ = [
     # Public API of this module:
+    "ConnectionMode",
     "testcontainers_config",
 ]
 
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index b7979a613..17e2b707b 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -1,10 +1,12 @@
 import contextlib
 from os import PathLike
 from socket import socket
-from typing import TYPE_CHECKING, Optional, Union
+from types import TracebackType
+from typing import TYPE_CHECKING, Any, Optional, TypedDict, Union, cast
 
 import docker.errors
 from docker import version
+from docker.models.containers import ExecResult
 from docker.types import EndpointConfig
 from dotenv import dotenv_values
 from typing_extensions import Self, assert_never
@@ -24,6 +26,11 @@
 logger = setup_logger(__name__)
 
 
+class Mount(TypedDict):
+    bind: str
+    mode: str
+
+
 class DockerContainer:
     """
     Basic container object to spin up Docker instances.
@@ -54,7 +61,7 @@ class DockerContainer:
     def __init__(
         self,
         image: str,
-        docker_client_kw: Optional[dict] = None,
+        docker_client_kw: Optional[dict[str, Any]] = None,
         command: Optional[str] = None,
         env: Optional[dict[str, str]] = None,
         name: Optional[str] = None,
@@ -62,25 +69,24 @@ def __init__(
         volumes: Optional[list[tuple[str, str, str]]] = None,
         network: Optional[Network] = None,
         network_aliases: Optional[list[str]] = None,
-        **kwargs,
+        **kwargs: Any,
     ) -> None:
         self.env = env or {}
 
-        self.ports = {}
+        self.ports: dict[Union[str, int], Optional[Union[str, int]]] = {}
         if ports:
             self.with_exposed_ports(*ports)
 
-        self.volumes = {}
+        self.volumes: dict[str, Mount] = {}
         if volumes:
             for vol in volumes:
                 self.with_volume_mapping(*vol)
 
         self.image = image
         self._docker = DockerClient(**(docker_client_kw or {}))
-        self._container = None
-        self._command = command
+        self._container: Optional[Container] = None
+        self._command: Optional[Union[str, list[str]]] = command
         self._name = name
-
         self._network: Optional[Network] = None
         if network is not None:
             self.with_network(network)
@@ -95,9 +101,10 @@ def with_env(self, key: str, value: str) -> Self:
         self.env[key] = value
         return self
 
-    def with_env_file(self, env_file: Union[str, PathLike]) -> Self:
+    def with_env_file(self, env_file: Union[str, PathLike[str]]) -> Self:
         env_values = dotenv_values(env_file)
         for key, value in env_values.items():
+            assert value is not None
             self.with_env(key, value)
         return self
 
@@ -141,11 +148,11 @@ def with_network(self, network: Network) -> Self:
         self._network = network
         return self
 
-    def with_network_aliases(self, *aliases) -> Self:
-        self._network_aliases = aliases
+    def with_network_aliases(self, *aliases: str) -> Self:
+        self._network_aliases = list(aliases)
         return self
 
-    def with_kwargs(self, **kwargs) -> Self:
+    def with_kwargs(self, **kwargs: Any) -> Self:
         self._kwargs = kwargs
         return self
 
@@ -178,17 +185,16 @@ def start(self) -> Self:
             command=self._command,
             detach=True,
             environment=self.env,
-            ports=self.ports,
+            ports=cast("dict[int, Optional[int]]", self.ports),
             name=self._name,
             volumes=self.volumes,
-            **network_kwargs,
-            **self._kwargs,
+            **{**network_kwargs, **self._kwargs},
         )
 
         logger.info("Container started: %s", self._container.short_id)
         return self
 
-    def stop(self, force=True, delete_volume=True) -> None:
+    def stop(self, force: bool = True, delete_volume: bool = True) -> None:
         if self._container:
             self._container.remove(force=force, v=delete_volume)
         self.get_docker_client().client.close()
@@ -196,18 +202,25 @@ def stop(self, force=True, delete_volume=True) -> None:
     def __enter__(self) -> Self:
         return self.start()
 
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None:
+    def __exit__(
+        self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
+    ) -> None:
         self.stop()
 
     def get_container_host_ip(self) -> str:
         connection_mode: ConnectionMode
         connection_mode = self.get_docker_client().get_connection_mode()
+
+        # mypy:
+        container = self._container
+        assert container is not None
+
         if connection_mode == ConnectionMode.docker_host:
             return self.get_docker_client().host()
         elif connection_mode == ConnectionMode.gateway_ip:
-            return self.get_docker_client().gateway_ip(self._container.id)
+            return self.get_docker_client().gateway_ip(container.id)
         elif connection_mode == ConnectionMode.bridge_ip:
-            return self.get_docker_client().bridge_ip(self._container.id)
+            return self.get_docker_client().bridge_ip(container.id)
         else:
             # ensure that we covered all possible connection_modes
             assert_never(connection_mode)
@@ -215,7 +228,9 @@ def get_container_host_ip(self) -> str:
     @wait_container_is_ready()
     def get_exposed_port(self, port: int) -> int:
         if self.get_docker_client().get_connection_mode().use_mapped_port:
-            return self.get_docker_client().port(self._container.id, port)
+            c = self._container
+            assert c is not None
+            return int(self.get_docker_client().port(c.id, port))
         return port
 
     def with_command(self, command: Union[str, list[str]]) -> Self:
@@ -226,9 +241,9 @@ def with_name(self, name: str) -> Self:
         self._name = name
         return self
 
-    def with_volume_mapping(self, host: str, container: str, mode: str = "ro") -> Self:
-        mapping = {"bind": container, "mode": mode}
-        self.volumes[host] = mapping
+    def with_volume_mapping(self, host: Union[str, PathLike[str]], container: str, mode: str = "ro") -> Self:
+        mapping: Mount = {"bind": container, "mode": mode}
+        self.volumes[str(host)] = mapping
         return self
 
     def get_wrapped_container(self) -> "Container":
@@ -242,7 +257,7 @@ def get_logs(self) -> tuple[bytes, bytes]:
             raise ContainerStartException("Container should be started before getting logs")
         return self._container.logs(stderr=False), self._container.logs(stdout=False)
 
-    def exec(self, command: Union[str, list[str]]) -> tuple[int, bytes]:
+    def exec(self, command: Union[str, list[str]]) -> ExecResult:
         if not self._container:
             raise ContainerStartException("Container should be started before executing a command")
         return self._container.exec_run(command)
@@ -291,22 +306,27 @@ def _create_instance(cls) -> "Reaper":
             .with_env("RYUK_RECONNECTION_TIMEOUT", c.ryuk_reconnection_timeout)
             .start()
         )
-        wait_for_logs(Reaper._container, r".* Started!", timeout=20, raise_on_exit=True)
+        rc = Reaper._container
+        assert rc is not None
+        wait_for_logs(rc, r".* Started!", timeout=20, raise_on_exit=True)
 
-        container_host = Reaper._container.get_container_host_ip()
-        container_port = int(Reaper._container.get_exposed_port(8080))
+        container_host = rc.get_container_host_ip()
+        container_port = int(rc.get_exposed_port(8080))
 
         if not container_host or not container_port:
+            rcc = rc._container
+            assert rcc
             raise ContainerConnectException(
-                f"Could not obtain network details for {Reaper._container._container.id}. Host: {container_host} Port: {container_port}"
+                f"Could not obtain network details for {rcc.id}. Host: {container_host} Port: {container_port}"
             )
 
         last_connection_exception: Optional[Exception] = None
         for _ in range(50):
             try:
-                Reaper._socket = socket()
-                Reaper._socket.settimeout(1)
-                Reaper._socket.connect((container_host, container_port))
+                s = socket()
+                Reaper._socket = s
+                s.settimeout(1)
+                s.connect((container_host, container_port))
                 last_connection_exception = None
                 break
             except (ConnectionRefusedError, OSError) as e:
@@ -322,7 +342,9 @@ def _create_instance(cls) -> "Reaper":
         if last_connection_exception:
             raise last_connection_exception
 
-        Reaper._socket.send(f"label={LABEL_SESSION_ID}={SESSION_ID}\r\n".encode())
+        rs = Reaper._socket
+        assert rs is not None
+        rs.send(f"label={LABEL_SESSION_ID}={SESSION_ID}\r\n".encode())
 
         Reaper._instance = Reaper()
 
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 07c7ef53a..bf7b506c1 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -19,7 +19,7 @@
 import urllib
 import urllib.parse
 from collections.abc import Iterable
-from typing import Any, Callable, Optional, TypeVar, Union, cast
+from typing import TYPE_CHECKING, Any, Callable, Optional, TypeVar, Union, cast
 
 import docker
 from docker.models.containers import Container, ContainerCollection
@@ -32,6 +32,9 @@
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.labels import SESSION_ID, create_labels
 
+if TYPE_CHECKING:
+    from docker.models.networks import Network as DockerNetwork
+
 LOGGER = utils.setup_logger(__name__)
 
 _P = ParamSpec("_P")
@@ -112,7 +115,9 @@ def run(
         return container
 
     @_wrapped_image_collection
-    def build(self, path: str, tag: str, rm: bool = True, **kwargs: Any) -> tuple[Image, Iterable[dict[str, Any]]]:
+    def build(
+        self, path: str, tag: Optional[str], rm: bool = True, **kwargs: Any
+    ) -> tuple[Image, Iterable[dict[str, Any]]]:
         """
         Build a Docker image from a directory containing the Dockerfile.
 
@@ -255,9 +260,9 @@ def login(self, auth_config: DockerAuthInfo) -> None:
         login_info = self.client.login(**auth_config._asdict())
         LOGGER.debug(f"logged in using {login_info}")
 
-    def client_networks_create(self, name: str, param: dict[str, Any]) -> dict[str, Any]:
+    def client_networks_create(self, name: str, param: dict[str, Any]) -> "DockerNetwork":
         labels = create_labels("", param.get("labels"))
-        return cast("dict[str, Any]", self.client.networks.create(name, **{**param, "labels": labels}))
+        return self.client.networks.create(name, **{**param, "labels": labels})
 
 
 def get_docker_host() -> Optional[str]:
diff --git a/core/testcontainers/core/image.py b/core/testcontainers/core/image.py
index 27696619d..eedb2ce40 100644
--- a/core/testcontainers/core/image.py
+++ b/core/testcontainers/core/image.py
@@ -1,5 +1,6 @@
 from os import PathLike
-from typing import TYPE_CHECKING, Optional, Union
+from types import TracebackType
+from typing import TYPE_CHECKING, Any, Optional, Union
 
 from typing_extensions import Self
 
@@ -7,7 +8,9 @@
 from testcontainers.core.utils import setup_logger
 
 if TYPE_CHECKING:
-    from docker.models.containers import Image
+    from collections.abc import Iterable
+
+    from docker.models.images import Image
 
 logger = setup_logger(__name__)
 
@@ -34,21 +37,21 @@ class DockerImage:
 
     def __init__(
         self,
-        path: Union[str, PathLike],
-        docker_client_kw: Optional[dict] = None,
+        path: Union[str, PathLike[str]],
+        docker_client_kw: Optional[dict[str, Any]] = None,
         tag: Optional[str] = None,
         clean_up: bool = True,
-        dockerfile_path: Union[str, PathLike] = "Dockerfile",
+        dockerfile_path: Union[str, PathLike[str]] = "Dockerfile",
         no_cache: bool = False,
-        **kwargs,
+        **kwargs: Any,
     ) -> None:
         self.tag = tag
         self.path = path
         self._docker = DockerClient(**(docker_client_kw or {}))
         self.clean_up = clean_up
         self._kwargs = kwargs
-        self._image = None
-        self._logs = None
+        self._image: Optional[Image] = None
+        self._logs: Optional[Iterable[dict[str, Any]]] = None
         self._dockerfile_path = dockerfile_path
         self._no_cache = no_cache
 
@@ -66,11 +69,15 @@ def short_id(self) -> str:
         """
         The ID of the image truncated to 12 characters, without the ``sha256:`` prefix.
         """
-        if self._image.id.startswith("sha256:"):
-            return self._image.id.split(":")[1][:12]
-        return self._image.id[:12]
-
-    def remove(self, force=True, noprune=False) -> None:
+        i = self._image
+        assert i
+        i_id = i.id
+        assert isinstance(i_id, str)
+        if i_id.startswith("sha256:"):
+            return i_id.split(":")[1][:12]
+        return i_id[:12]
+
+    def remove(self, force: bool = True, noprune: bool = False) -> None:
         """
         Remove the image.
 
@@ -88,7 +95,9 @@ def __str__(self) -> str:
     def __enter__(self) -> Self:
         return self.build()
 
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None:
+    def __exit__(
+        self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
+    ) -> None:
         self.remove()
 
     def get_wrapped_image(self) -> "Image":
@@ -97,5 +106,8 @@ def get_wrapped_image(self) -> "Image":
     def get_docker_client(self) -> DockerClient:
         return self._docker
 
-    def get_logs(self) -> list[dict]:
-        return list(self._logs)
+    def get_logs(self) -> list[dict[str, Any]]:
+        logs = self._logs
+        if logs is None:
+            return []
+        return list(logs)
diff --git a/core/testcontainers/core/network.py b/core/testcontainers/core/network.py
index b9bd670f7..f602a6eaa 100644
--- a/core/testcontainers/core/network.py
+++ b/core/testcontainers/core/network.py
@@ -11,10 +11,14 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 import uuid
-from typing import Any, Optional
+from types import TracebackType
+from typing import TYPE_CHECKING, Any, Optional
 
 from testcontainers.core.docker_client import DockerClient
 
+if TYPE_CHECKING:
+    from docker.models.networks import Network as DockerNetwork
+
 
 class Network:
     """
@@ -27,20 +31,35 @@ def __init__(
         self.name = str(uuid.uuid4())
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._docker_network_kw = docker_network_kw or {}
+        self._network: Optional[DockerNetwork] = None
+
+    @property
+    def _unwrap_network(self) -> "DockerNetwork":
+        s_n = self._network
+        assert s_n is not None
+        return s_n
+
+    @property
+    def id(self) -> Optional[str]:
+        network_id = self._unwrap_network.id
+        if isinstance(network_id, str):
+            return network_id
+        return None
 
     def connect(self, container_id: str, network_aliases: Optional[list[str]] = None) -> None:
-        self._network.connect(container_id, aliases=network_aliases)
+        self._unwrap_network.connect(container_id, aliases=network_aliases)
 
     def remove(self) -> None:
-        self._network.remove()
+        self._unwrap_network.remove()
 
     def create(self) -> "Network":
         self._network = self._docker.client_networks_create(self.name, self._docker_network_kw)
-        self.id = self._network.id
         return self
 
     def __enter__(self) -> "Network":
         return self.create()
 
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None:  # type: ignore[no-untyped-def]
+    def __exit__(
+        self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
+    ) -> None:
         self.remove()
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 36e6a812f..472060864 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -15,7 +15,7 @@
 import re
 import time
 import traceback
-from typing import TYPE_CHECKING, Any, Callable, Union
+from typing import TYPE_CHECKING, Any, Callable, Optional, Union, cast
 
 import wrapt
 
@@ -31,7 +31,7 @@
 TRANSIENT_EXCEPTIONS = (TimeoutError, ConnectionError)
 
 
-def wait_container_is_ready(*transient_exceptions) -> Callable:
+def wait_container_is_ready(*transient_exceptions: type[BaseException]) -> Callable[..., Any]:
     """
     Wait until container is ready.
 
@@ -44,8 +44,8 @@ def wait_container_is_ready(*transient_exceptions) -> Callable:
     """
     transient_exceptions = TRANSIENT_EXCEPTIONS + tuple(transient_exceptions)
 
-    @wrapt.decorator
-    def wrapper(wrapped: Callable, instance: Any, args: list, kwargs: dict) -> Any:
+    @wrapt.decorator  # type: ignore[misc]
+    def wrapper(wrapped: Callable[..., Any], instance: Any, args: list[Any], kwargs: dict[str, Any]) -> Any:
         from testcontainers.core.container import DockerContainer
 
         if isinstance(instance, DockerContainer):
@@ -69,7 +69,7 @@ def wrapper(wrapped: Callable, instance: Any, args: list, kwargs: dict) -> Any:
             f"{kwargs}). Exception: {exception}"
         )
 
-    return wrapper
+    return cast("Callable[..., Any]", wrapper)
 
 
 @wait_container_is_ready()
@@ -82,7 +82,7 @@ def wait_for(condition: Callable[..., bool]) -> bool:
 
 def wait_for_logs(
     container: "DockerContainer",
-    predicate: Union[Callable, str],
+    predicate: Union[Callable[..., bool], str],
     timeout: Union[float, None] = None,
     interval: float = 1,
     predicate_streams_and: bool = False,
@@ -104,21 +104,27 @@ def wait_for_logs(
     Returns:
         duration: Number of seconds until the predicate was satisfied.
     """
+    re_predicate: Optional[Callable[[str], Any]] = None
     if timeout is None:
         timeout = config.timeout
     if isinstance(predicate, str):
-        predicate = re.compile(predicate, re.MULTILINE).search
+        re_predicate = re.compile(predicate, re.MULTILINE).search
+    elif callable(predicate):
+        # some modules like mysql sends the search directly to the predicate
+        re_predicate = predicate
+    else:
+        raise TypeError("Predicate must be a string or callable")
     wrapped = container.get_wrapped_container()
     start = time.time()
     while True:
         duration = time.time() - start
-        stdout, stderr = container.get_logs()
-        stdout = stdout.decode()
-        stderr = stderr.decode()
+        stdout_b, stderr_b = container.get_logs()
+        stdout = stdout_b.decode()
+        stderr = stderr_b.decode()
         predicate_result = (
-            predicate(stdout) or predicate(stderr)
+            re_predicate(stdout) or re_predicate(stderr)
             if predicate_streams_and is False
-            else predicate(stdout) and predicate(stderr)
+            else re_predicate(stdout) and re_predicate(stderr)
             #
         )
         if predicate_result:
diff --git a/core/testcontainers/socat/socat.py b/core/testcontainers/socat/socat.py
index d093e69f3..cc54f924c 100644
--- a/core/testcontainers/socat/socat.py
+++ b/core/testcontainers/socat/socat.py
@@ -13,7 +13,7 @@
 import random
 import socket
 import string
-from typing import Optional
+from typing import Any, Optional
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -27,7 +27,7 @@ class SocatContainer(DockerContainer):
     def __init__(
         self,
         image: str = "alpine/socat:1.7.4.3-r0",
-        **kwargs,
+        **kwargs: Any,
     ) -> None:
         """
         Initialize a new SocatContainer with the given image.
diff --git a/core/tests/conftest.py b/core/tests/conftest.py
index cbacddc92..0ba178a5b 100644
--- a/core/tests/conftest.py
+++ b/core/tests/conftest.py
@@ -2,7 +2,7 @@
 
 import pytest
 from typing import Callable
-from testcontainers.core.container import DockerClient
+from testcontainers.core.docker_client import DockerClient
 from pprint import pprint
 import sys
 
@@ -54,7 +54,7 @@ def _check_for_image(image_short_id: str, cleaned: bool) -> None:
 
 
 @pytest.fixture
-def show_container_attributes() -> None:
+def show_container_attributes() -> Callable[..., None]:
     """Wrap the show_container_attributes function in a fixture"""
 
     def _show_container_attributes(container_id: str) -> None:
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index 9279ce3f7..755b8b17b 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -8,7 +8,8 @@
 import pytest
 from pytest_mock import MockerFixture
 
-from testcontainers.compose import DockerCompose, ContainerIsNotRunning, NoSuchPortExposed
+from testcontainers.compose import DockerCompose
+from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 
 FIXTURES = Path(__file__).parent.joinpath("compose_fixtures")
 
@@ -146,7 +147,7 @@ def test_compose_logs():
         # either the line is blank or the first column (|-separated) contains the service name
         # this is a safe way to split the string
         # docker changes the prefix between versions 24 and 25
-        assert not line or container.Service in next(iter(line.split("|")), None)
+        assert not line or container.Service in next(iter(line.split("|")))
 
 
 def test_compose_volumes():
@@ -196,10 +197,11 @@ def test_compose_multiple_containers_and_ports():
             e.match("get_container failed")
             e.match("not exactly 1 container")
 
-        assert multiple.get_container("alpine")
-        assert multiple.get_container("alpine2")
+        multiple.get_container("alpine")
+        multiple.get_container("alpine2")
 
         a2p = multiple.get_service_port("alpine2")
+        assert a2p is not None
         assert a2p > 0  # > 1024
 
         with pytest.raises(NoSuchPortExposed) as e:
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index eccc186b6..30001d716 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -81,8 +81,12 @@ def test_invalid_connection_mode(monkeypatch: pytest.MonkeyPatch) -> None:
 @pytest.mark.parametrize("mode, use_mapped", (("bridge_ip", False), ("gateway_ip", True), ("docker_host", True)))
 def test_valid_connection_mode(monkeypatch: pytest.MonkeyPatch, mode: str, use_mapped: bool) -> None:
     monkeypatch.setenv("TESTCONTAINERS_CONNECTION_MODE", mode)
-    assert get_user_overwritten_connection_mode().use_mapped_port is use_mapped
-    assert TestcontainersConfiguration().connection_mode_override.use_mapped_port is use_mapped
+    uo_cmo = get_user_overwritten_connection_mode()
+    assert uo_cmo
+    assert uo_cmo.use_mapped_port is use_mapped
+    cmo = TestcontainersConfiguration().connection_mode_override
+    assert cmo
+    assert cmo.use_mapped_port is use_mapped
 
 
 def test_no_connection_mode_given(monkeypatch: pytest.MonkeyPatch) -> None:
diff --git a/core/tests/test_container.py b/core/tests/test_container.py
index bb7dd0596..f87bb94ce 100644
--- a/core/tests/test_container.py
+++ b/core/tests/test_container.py
@@ -58,7 +58,7 @@ def fake_for_mode(*container_id: str):
 def test_get_exposed_port_mapped(
     container: DockerContainer, monkeypatch: pytest.MonkeyPatch, mode: ConnectionMode
 ) -> None:
-    def fake_mapped(container_id: int, port: int) -> int:
+    def fake_mapped(container_id: str, port: int) -> int:
         assert container_id == FAKE_ID
         assert port == 8080
         return 45678
diff --git a/core/tests/test_core_ports.py b/core/tests/test_core_ports.py
index 148ddf085..29fbce1f7 100644
--- a/core/tests/test_core_ports.py
+++ b/core/tests/test_core_ports.py
@@ -1,5 +1,5 @@
 import pytest
-from typing import Union, Optional
+from typing import Any, Union, Optional
 from testcontainers.core.container import DockerContainer
 
 from docker.errors import APIError
@@ -26,8 +26,10 @@ def test_docker_container_with_bind_ports(container_port: Union[str, int], host_
     container.start()
 
     # prepare to inspect container
-    container_id = container._container.id
-    client = container._container.client
+    c_c = container._container
+    assert c_c
+    container_id = c_c.id
+    client = c_c.client
 
     # assemble expected output to compare to container API
     container_port = str(container_port)
@@ -73,13 +75,15 @@ def test_error_docker_container_with_bind_ports(container_port: Union[str, int],
         (("9001", 9002, "9003/udp", 9004), {"9001/tcp": {}, "9002/tcp": {}, "9003/udp": {}, "9004/tcp": {}}),
     ],
 )
-def test_docker_container_with_exposed_ports(ports: tuple[Union[str, int], ...], expected: dict):
+def test_docker_container_with_exposed_ports(ports: tuple[Union[str, int], ...], expected: dict[str, Any]):
     container = DockerContainer("alpine:latest")
     container.with_exposed_ports(*ports)
     container.start()
 
-    container_id = container._container.id
-    client = container._container.client
+    c_c = container._container
+    assert c_c
+    container_id = c_c.id
+    client = c_c.client
     assert client.containers.get(container_id).attrs["Config"]["ExposedPorts"] == expected
     container.stop()
 
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index 02b8e1fc4..a756c5d08 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -4,9 +4,10 @@
 import time
 import socket
 from pathlib import Path
-from typing import Final, Any
+from typing import Final, Any, Generator
 
 import pytest
+from docker.models.containers import Container
 
 from testcontainers.core import utils
 from testcontainers.core.config import testcontainers_config as tcc
@@ -19,7 +20,7 @@
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
-def _wait_for_dind_return_ip(client, dind):
+def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
     # get ip address for DOCKER_HOST
     # avoiding DockerContainer class here to prevent code changes affecting the test
     docker_host_ip = client.bridge_ip(dind.id)
@@ -106,7 +107,7 @@ def test_dind_inherits_network():
 
 
 @contextlib.contextmanager
-def print_surround_header(what: str, header_len: int = 80) -> None:
+def print_surround_header(what: str, header_len: int = 80) -> Generator[None, None, None]:
     """
     Helper to visually mark a block with headers
     """
diff --git a/core/tests/test_image.py b/core/tests/test_image.py
index bff496183..655e68580 100644
--- a/core/tests/test_image.py
+++ b/core/tests/test_image.py
@@ -4,7 +4,7 @@
 import os
 
 from pathlib import Path
-from typing import Optional
+from typing import Any, Optional
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.image import DockerImage
@@ -33,7 +33,9 @@ def test_docker_image(test_image_tag: Optional[str], test_cleanup: bool, check_f
             assert logs[0] == {"stream": "Step 1/2 : FROM alpine:latest"}
             assert logs[3] == {"stream": f'Step 2/2 : CMD echo "{random_string}"'}
             with DockerContainer(str(image)) as container:
-                assert container._container.image.short_id.endswith(image_short_id), "Image ID mismatch"
+                c_c = container._container
+                assert c_c
+                assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == ((random_string + "\n").encode(), b""), "Container logs mismatch"
 
         check_for_image(image_short_id, test_cleanup)
@@ -43,6 +45,7 @@ def test_docker_image(test_image_tag: Optional[str], test_cleanup: bool, check_f
 def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path]) -> None:
     with tempfile.TemporaryDirectory() as temp_directory:
         temp_dir_path = Path(temp_directory)
+        dockerfile_kwargs: dict[str, Any] = {}
         if dockerfile_path:
             os.makedirs(temp_dir_path / dockerfile_path.parent, exist_ok=True)
             dockerfile_rel_path = dockerfile_path
@@ -62,7 +65,9 @@ def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path
             image_short_id = image.short_id
             assert image.get_wrapped_image() is not None
             with DockerContainer(str(image)) as container:
-                assert container._container.image.short_id.endswith(image_short_id), "Image ID mismatch"
+                c_c = container._container
+                assert c_c
+                assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == (("Hello world!\n").encode(), b""), "Container logs mismatch"
 
 
@@ -83,5 +88,7 @@ def test_docker_image_with_kwargs():
             image_short_id = image.short_id
             assert image.get_wrapped_image() is not None
             with DockerContainer(str(image)) as container:
-                assert container._container.image.short_id.endswith(image_short_id), "Image ID mismatch"
+                c_c = container._container
+                assert c_c
+                assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == (("new_arg\n").encode(), b""), "Container logs mismatch"
diff --git a/core/tests/test_new_docker_api.py b/core/tests/test_new_docker_api.py
index 936efc82b..26a79aa95 100644
--- a/core/tests/test_new_docker_api.py
+++ b/core/tests/test_new_docker_api.py
@@ -21,7 +21,9 @@ def test_docker_kwargs():
     container_second = DockerContainer("nginx:latest")
 
     with container_first:
-        container_second.with_kwargs(volumes_from=[container_first._container.short_id])
+        cf_c = container_first._container
+        assert cf_c is not None
+        container_second.with_kwargs(volumes_from=[cf_c.short_id])
         with container_second:
             files_first = container_first.exec("ls /code").output.decode("utf-8").strip()
             files_second = container_second.exec("ls /code").output.decode("utf-8").strip()
diff --git a/core/tests/test_ryuk.py b/core/tests/test_ryuk.py
index 76556d4f4..0321f1a9c 100644
--- a/core/tests/test_ryuk.py
+++ b/core/tests/test_ryuk.py
@@ -26,14 +26,18 @@ def test_wait_for_reaper(monkeypatch: MonkeyPatch):
     docker_client = container.get_docker_client().client
 
     container_id = container.get_wrapped_container().short_id
-    reaper_id = Reaper._container.get_wrapped_container().short_id
+    rc = Reaper._container
+    assert rc
+    reaper_id = rc.get_wrapped_container().short_id
 
     assert docker_client.containers.get(container_id) is not None
     assert docker_client.containers.get(reaper_id) is not None
 
     wait_for_logs(container, "Hello from Docker!")
 
-    Reaper._socket.close()
+    rs = Reaper._socket
+    assert rs
+    rs.close()
 
     sleep(0.6)  # Sleep until Ryuk reaps all dangling containers. 0.5 extra seconds for good measure.
 
diff --git a/pyproject.toml b/pyproject.toml
index e52116126..c40614eff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -350,6 +350,10 @@ module = ['requests.*']
 # requests doesn't have type annotations
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = ['testcontainers.registry']
+ignore_missing_imports = true
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"

From d749fc69b32715742d834c003ee6893e2077753a Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 2 Jul 2025 07:11:35 -0400
Subject: [PATCH 041/208] docs: missing compose html from old docs (#776)

fix #763

---------

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 compose.rst                                  |  4 +++
 conf.py                                      |  1 +
 core/README.rst                              | 26 ++++++++++++--------
 core/testcontainers/compose/compose.py       | 18 +++++++-------
 core/testcontainers/core/container.py        |  7 ++++++
 core/tests/compose_fixtures/basic/hello.yaml |  8 ++++++
 index.rst                                    |  1 +
 7 files changed, 46 insertions(+), 19 deletions(-)
 create mode 100644 compose.rst
 create mode 100644 core/tests/compose_fixtures/basic/hello.yaml

diff --git a/compose.rst b/compose.rst
new file mode 100644
index 000000000..b85303bb8
--- /dev/null
+++ b/compose.rst
@@ -0,0 +1,4 @@
+Docker Compose
+==============
+
+Docker compose is described in :ref:`Testcontainers Core`.
diff --git a/conf.py b/conf.py
index 35c2ae9c5..90d000bd6 100644
--- a/conf.py
+++ b/conf.py
@@ -33,6 +33,7 @@
     "sphinx.ext.doctest",
     "sphinx.ext.intersphinx",
     "sphinx.ext.napoleon",
+    "sphinx.ext.autosectionlabel",
 ]
 
 # Configure autodoc to avoid excessively long fully-qualified names.
diff --git a/core/README.rst b/core/README.rst
index 5176ce078..858345216 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -3,22 +3,28 @@ Testcontainers Core
 
 :code:`testcontainers-core` is the core functionality for spinning up Docker containers in test environments.
 
-.. autoclass:: testcontainers.core.container.DockerContainer
-    :members: with_bind_ports, with_exposed_ports
+.. automodule:: testcontainers.core.container
+    :members:
+    :undoc-members:
+    
+.. autoclass:: testcontainers.core.network.Network
+    :members:
 
-.. note::
-    When using `with_bind_ports` or `with_exposed_ports`
-    you can specify the port in the following formats: :code:`{private_port}/{protocol}`
+.. autoclass:: testcontainers.core.image.DockerImage
 
-    e.g. `8080/tcp` or `8125/udp` or just `8080` (default protocol is tcp)
+.. autoclass:: testcontainers.core.generic.DbContainer
 
-    For legacy reasons, the port can be an *integer*
+.. raw:: html
 
-.. autoclass:: testcontainers.core.image.DockerImage
+    <hr>
 
-.. autoclass:: testcontainers.core.generic.DbContainer
+Compose
+-------
 
-.. autoclass:: testcontainers.core.network.Network
+It is also possible to use Docker Compose functionality:
+
+.. automodule:: testcontainers.compose.compose
+    :members:
 
 .. raw:: html
 
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index c200ade18..384c14808 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -154,11 +154,11 @@ class DockerCompose:
 
             >>> from testcontainers.compose import DockerCompose
 
-            >>> compose = DockerCompose("compose/tests", compose_file_name="docker-compose-4.yml",
+            >>> compose = DockerCompose("core/tests/compose_fixtures/basic", compose_file_name="hello.yaml",
             ...                         pull=True)
             >>> with compose:
             ...     stdout, stderr = compose.get_logs()
-            >>> b"Hello from Docker!" in stdout
+            >>> "Hello from Docker!" in stdout
             True
 
         .. code-block:: yaml
@@ -197,7 +197,7 @@ def docker_compose_command(self) -> list[str]:
         Returns command parts used for the docker compose commands
 
         Returns:
-            cmd: Docker compose command parts.
+            list[str]: Docker compose command parts.
         """
         return self.compose_command_property
 
@@ -263,8 +263,8 @@ def get_logs(self, *services: str) -> tuple[str, str]:
         :param services: which services to get the logs for (or omit, for all)
 
         Returns:
-            stdout: Standard output stream.
-            stderr: Standard error stream.
+            str: stdout: Standard output stream.
+            str: stderr: Standard error stream.
         """
         logs_cmd = [*self.compose_command_property, "logs", *services]
 
@@ -364,15 +364,15 @@ def exec_in_container(
 
         Args:
             service_name: Name of the docker compose service to run the command in.
-        command: Command to execute.
+            command: Command to execute.
 
         :param service_name: specify the service name
         :param command: the command to run in the container
 
         Returns:
-            stdout: Standard output stream.
-            stderr: Standard error stream.
-            exit_code: The command's exit code.
+            str: stdout: Standard output stream.
+            str: stderr: Standard error stream.
+            int: exit_code: The command's exit code.
         """
         if not service_name:
             service_name = self.get_container().Service
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 17e2b707b..7049651e4 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -250,6 +250,9 @@ def get_wrapped_container(self) -> "Container":
         return self._container
 
     def get_docker_client(self) -> DockerClient:
+        """
+        :meta private:
+        """
         return self._docker
 
     def get_logs(self) -> tuple[bytes, bytes]:
@@ -268,6 +271,10 @@ def _configure(self) -> None:
 
 
 class Reaper:
+    """
+    :meta private:
+    """
+
     _instance: "Optional[Reaper]" = None
     _container: Optional[DockerContainer] = None
     _socket: Optional[socket] = None
diff --git a/core/tests/compose_fixtures/basic/hello.yaml b/core/tests/compose_fixtures/basic/hello.yaml
new file mode 100644
index 000000000..594a5110c
--- /dev/null
+++ b/core/tests/compose_fixtures/basic/hello.yaml
@@ -0,0 +1,8 @@
+services:
+  hello:
+    image: alpine:latest
+    init: true
+    command:
+      - sh
+      - -c
+      - 'while true; do echo "Hello from Docker!"; sleep 1; done'
diff --git a/index.rst b/index.rst
index 307f934c0..e0e288558 100644
--- a/index.rst
+++ b/index.rst
@@ -16,6 +16,7 @@ testcontainers-python facilitates the use of Docker containers for functional an
     :maxdepth: 1
 
     core/README
+    compose
     modules/index
 
 Getting Started

From 1532df5e9094d15b9f3e9233e7f5843d8bc24386 Mon Sep 17 00:00:00 2001
From: Jan Seeger <jan.seeger@thenybble.de>
Date: Wed, 2 Jul 2025 14:09:08 +0200
Subject: [PATCH 042/208] feat: set multiple variables via keyword args (#804)

Just a tiny addition to make large configurations easier to do in code.

---------

Co-authored-by: Roy Moore <roy@moore.co.il>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 conf.py                               | 1 +
 core/testcontainers/core/container.py | 4 ++++
 2 files changed, 5 insertions(+)

diff --git a/conf.py b/conf.py
index 90d000bd6..c9bae6243 100644
--- a/conf.py
+++ b/conf.py
@@ -167,4 +167,5 @@
 
 nitpick_ignore = [
     ("py:class", "typing_extensions.Self"),
+    ("py:class", "docker.models.containers.ExecResult"),
 ]
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 7049651e4..e0456fa03 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -101,6 +101,10 @@ def with_env(self, key: str, value: str) -> Self:
         self.env[key] = value
         return self
 
+    def with_envs(self, **variables: str) -> Self:
+        self.env.update(variables)
+        return self
+
     def with_env_file(self, env_file: Union[str, PathLike[str]]) -> Self:
         env_values = dotenv_values(env_file)
         for key, value in env_values.items():

From ef65bd113b564bce614aaf6df13bbf5339b9bc58 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Thu, 3 Jul 2025 15:26:10 +0300
Subject: [PATCH 043/208] fix: Enable mypy in the CI (#842)

1. leftovers from a previous mypy refactor
```python
core/testcontainers/core/config.py:42: error: Redundant cast to "str"  [redundant-cast]
            socket_path = cast("str", socket_path)
 ```

 Post fix:
 ```bash
#poetry run mypy --config-file pyproject.toml core
Success: no issues found in 36 source files
```

2. add mypy check to the CI under lint, also create a simple report if
something is wrong.
---
 .github/workflows/ci-lint.yml      | 5 +++++
 Makefile                           | 5 ++++-
 core/testcontainers/core/config.py | 3 +--
 3 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index 18633587f..3d9d17012 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -20,9 +20,14 @@ jobs:
       - name: Install Python dependencies
         run: poetry install --no-interaction
       - name: Execute pre-commit handler
+        continue-on-error: true
         run: |
           poetry run pre-commit run check-toml
           poetry run pre-commit run trailing-whitespace
           poetry run pre-commit run end-of-file-fixer
           poetry run pre-commit run ruff
           poetry run pre-commit run ruff-format
+      - name: Execute mypy
+        run: |
+          make mypy-core-report
+          make mypy-core
diff --git a/Makefile b/Makefile
index 855a9d9c3..1e1dde603 100644
--- a/Makefile
+++ b/Makefile
@@ -31,7 +31,10 @@ coverage:  ## Target to combine and report coverage.
 lint:  ## Lint all files in the project, which we also run in pre-commit
 	poetry run pre-commit run -a
 
-mypy-core-report:
+mypy-core:  ## Run mypy on the core package
+	poetry run mypy --config-file pyproject.toml core
+
+mypy-core-report:  ## Generate a report for mypy on the core package
 	poetry run mypy --config-file pyproject.toml core | poetry run python scripts/mypy_report.py
 
 docs: ## Build the docs for the project
diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 461bfe592..e521bd4d1 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -7,7 +7,7 @@
 from os import environ
 from os.path import exists
 from pathlib import Path
-from typing import Final, Optional, Union, cast
+from typing import Final, Optional, Union
 
 import docker
 
@@ -39,7 +39,6 @@ def get_docker_socket() -> str:
     try:
         client = docker.from_env()
         socket_path = client.api.get_adapter(client.api.base_url).socket_path
-        socket_path = cast("str", socket_path)
         # return the normalized path as string
         return str(Path(socket_path).absolute())
     except Exception:

From 0b7b482f9ec807e87fd43d1372226fa43eb4ed7c Mon Sep 17 00:00:00 2001
From: Petr Fedchenkov <giggsoff@gmail.com>
Date: Mon, 21 Jul 2025 23:27:23 +0300
Subject: [PATCH 044/208] feat(modules): add OpenFGA module (#762)

Add OpenFGA testcontainer module

---------

Signed-off-by: Petr Fedchenkov <giggsoff@gmail.com>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/README.rst                               |   2 +-
 modules/openfga/README.rst                    |   2 +
 .../testcontainers/openfga/__init__.py        | 106 +++
 modules/openfga/tests/test_openfga.py         |  18 +
 poetry.lock                                   | 753 ++++++++++++++++--
 pyproject.toml                                |   6 +-
 requirements.txt                              |   1 -
 7 files changed, 840 insertions(+), 48 deletions(-)
 create mode 100644 modules/openfga/README.rst
 create mode 100644 modules/openfga/testcontainers/openfga/__init__.py
 create mode 100644 modules/openfga/tests/test_openfga.py

diff --git a/core/README.rst b/core/README.rst
index 858345216..2d364d0a5 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -6,7 +6,7 @@ Testcontainers Core
 .. automodule:: testcontainers.core.container
     :members:
     :undoc-members:
-    
+
 .. autoclass:: testcontainers.core.network.Network
     :members:
 
diff --git a/modules/openfga/README.rst b/modules/openfga/README.rst
new file mode 100644
index 000000000..765b39f3a
--- /dev/null
+++ b/modules/openfga/README.rst
@@ -0,0 +1,2 @@
+.. autoclass:: testcontainers.openfga.OpenFGAContainer
+.. title:: testcontainers.openfga.OpenFGAContainer
diff --git a/modules/openfga/testcontainers/openfga/__init__.py b/modules/openfga/testcontainers/openfga/__init__.py
new file mode 100644
index 000000000..56192aebb
--- /dev/null
+++ b/modules/openfga/testcontainers/openfga/__init__.py
@@ -0,0 +1,106 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+from typing import Optional
+
+import requests
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import wait_container_is_ready
+
+no_client = False
+try:
+    from openfga_sdk import ClientConfiguration
+    from openfga_sdk.credentials import CredentialConfiguration, Credentials
+    from openfga_sdk.sync import OpenFgaClient
+except ImportError:
+    no_client = True
+
+    class OpenFgaClient:
+        pass
+
+
+_DEFAULT_RUN_COMMAND = "run"
+
+
+class OpenFGAContainer(DockerContainer):
+    """
+    OpenFGAContainer container.
+
+    Example:
+
+        .. doctest::
+
+            >>> from testcontainers.openfga import OpenFGAContainer
+            >>> from sys import version_info
+
+            >>> with OpenFGAContainer("openfga/openfga:v1.8.4") as openfga:
+            ...     {"continuation_token": "", 'stores': []} if version_info < (3, 10) else openfga.get_client().list_stores()
+            {'continuation_token': '', 'stores': []}
+    """
+
+    # pylint: disable=too-many-arguments
+    def __init__(
+        self,
+        image: str = "openfga/openfga:latest",
+        preshared_keys: Optional[list[str]] = None,
+        playground_port: int = 3000,
+        http_port: int = 8080,
+        grpc_port: int = 8081,
+        cmd: str = _DEFAULT_RUN_COMMAND,
+    ) -> None:
+        super().__init__(image=image)
+        self.preshared_keys = preshared_keys
+        self.playground_port = playground_port
+        self.http_port = http_port
+        self.grpc_port = grpc_port
+        self.with_exposed_ports(self.playground_port, self.http_port, self.grpc_port)
+        self.cmd = cmd
+
+    def _configure(self) -> None:
+        if self.preshared_keys:
+            self.cmd += " --authn-method=preshared"
+            self.cmd += f' --authn-preshared-keys="{",".join(self.preshared_keys)}"'
+        self.with_command(self.cmd)
+
+    def get_api_url(self) -> str:
+        host = self.get_container_host_ip()
+        port = self.get_exposed_port(self.http_port)
+        return f"http://{host}:{port}"
+
+    @wait_container_is_ready(requests.exceptions.ConnectionError, requests.exceptions.ReadTimeout)
+    def _readiness_probe(self) -> None:
+        self.exec(["grpc_health_probe", "-addr=0.0.0.0:8081"])  # from chart
+
+    def start(self) -> "OpenFGAContainer":
+        super().start()
+        self._readiness_probe()
+        return self
+
+    def get_preshared_keys(self) -> Optional[list[str]]:
+        return self.preshared_keys
+
+    def get_client(self) -> "OpenFgaClient":
+        if no_client:
+            raise NotImplementedError("failed to import openfga_sdk: is python < 3.10?")
+
+        credentials = None
+        if preshared_keys := self.get_preshared_keys():
+            credentials = Credentials(
+                method="api_token",
+                configuration=CredentialConfiguration(
+                    api_token=preshared_keys[0],
+                ),
+            )
+        client_configuration = ClientConfiguration(api_url=self.get_api_url(), credentials=credentials)
+        return OpenFgaClient(client_configuration)
diff --git a/modules/openfga/tests/test_openfga.py b/modules/openfga/tests/test_openfga.py
new file mode 100644
index 000000000..1f1ee3dfe
--- /dev/null
+++ b/modules/openfga/tests/test_openfga.py
@@ -0,0 +1,18 @@
+import pytest
+from testcontainers.openfga import OpenFGAContainer
+from sys import version_info
+
+
+def test_openfga():
+    if version_info < (3, 10):
+        with pytest.raises(NotImplementedError):
+            _test_openfga()
+    else:
+        _test_openfga()
+
+
+def _test_openfga():
+    with OpenFGAContainer("openfga/openfga:v1.8.4") as openfga:
+        client = openfga.get_client()
+        assert client
+        assert client.list_stores()
diff --git a/poetry.lock b/poetry.lock
index 1d6c3f0ca..67c4abe3d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,148 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+description = "Happy Eyeballs for asyncio"
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
+files = [
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "aiohttp"
+version = "3.11.11"
+description = "Async http client/server framework (asyncio)"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
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+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "aiosignal"
+version = "1.3.2"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
+files = [
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+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
 
 [[package]]
 name = "alabaster"
@@ -158,7 +302,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(extra == \"generic\" or extra == \"redis\") and python_full_version < \"3.11.3\""
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 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"selenium\" or extra == \"chroma\""
+markers = "(extra == \"openfga\" or extra == \"selenium\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"selenium\" or extra == \"chroma\""
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 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
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+description = "A simple, correct Python build frontend"
+optional = true
+python-versions = ">= 3.8"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
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+packaging = ">=19.1"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
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+uv = ["uv (>=0.1.18)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "cachetools"
 version = "5.3.3"
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 [package.source]
 type = "legacy"
@@ -1053,7 +1229,7 @@ description = "Python @deprecated decorator to deprecate old python classes, fun
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "(extra == \"openfga\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"chroma\""
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 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
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+optional = true
+python-versions = ">=3.8"
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+reference = "PyPI-public"
+
 [[package]]
 name = "geomet"
 version = "0.2.1.post1"
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 [package.dependencies]
 zipp = ">=0.5"
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 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
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+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "mypy"
 version = "1.11.2"
@@ -2932,6 +3327,32 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "openfga-sdk"
+version = "0.9.5"
+description = "A high performance and flexible authorization/permission engine built for developers and inspired by Google Zanzibar."
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
+files = [
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+
+[package.dependencies]
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+build = ">=1.2.1,<2"
+opentelemetry-api = ">=1.25.0,<2"
+python-dateutil = ">=2.9.0,<3"
+setuptools = ">=69.1.1"
+urllib3 = ">=1.26.19,<3"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opensearch-py"
 version = "2.4.2"
@@ -2965,20 +3386,41 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.16.0"
+version = "1.27.0"
 description = "OpenTelemetry Python API"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "(extra == \"openfga\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"chroma\""
 files = [
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-setuptools = ">=16.0"
+importlib-metadata = ">=6.0,<=8.4.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.27.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
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+]
+
+[package.dependencies]
+opentelemetry-proto = "1.27.0"
 
 [package.source]
 type = "legacy"
@@ -2987,27 +3429,25 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.16.0"
+version = "1.27.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl", hash = "sha256:56b5bbd5d61aab05e300d9d62a6b3c134827bbd28d0b12f2649c2da368006c9e"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0.tar.gz", hash = "sha256:af6f72f76bcf425dfb5ad11c1a6d6eca2863b91e63575f89bb7b4b55099d968f"},
 ]
 
 [package.dependencies]
-backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
+deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-proto = "1.16.0"
-opentelemetry-sdk = ">=1.16.0,<1.17.0"
-
-[package.extras]
-test = ["pytest-grpc"]
+opentelemetry-exporter-otlp-proto-common = "1.27.0"
+opentelemetry-proto = "1.27.0"
+opentelemetry-sdk = ">=1.27.0,<1.28.0"
 
 [package.source]
 type = "legacy"
@@ -3016,15 +3456,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.16.0"
+version = "1.27.0"
 description = "OpenTelemetry Python Proto"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_proto-1.27.0-py3-none-any.whl", hash = "sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace"},
+    {file = "opentelemetry_proto-1.27.0.tar.gz", hash = "sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6"},
 ]
 
 [package.dependencies]
@@ -3037,21 +3477,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.16.0"
+version = "1.27.0"
 description = "OpenTelemetry Python SDK"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_sdk-1.27.0-py3-none-any.whl", hash = "sha256:365f5e32f920faf0fd9e14fdfd92c086e317eaa5f860edba9cdc17a380d9197d"},
+    {file = "opentelemetry_sdk-1.27.0.tar.gz", hash = "sha256:d525017dea0ccce9ba4e0245100ec46ecdc043f2d7b8315d56b19aff0904fa6f"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.16.0"
-opentelemetry-semantic-conventions = "0.37b0"
-setuptools = ">=16.0"
+opentelemetry-api = "1.27.0"
+opentelemetry-semantic-conventions = "0.48b0"
 typing-extensions = ">=3.7.4"
 
 [package.source]
@@ -3061,17 +3500,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.37b0"
+version = "0.48b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl", hash = "sha256:a0de9f45c413a8669788a38569c7e0a11ce6ce97861a628cca785deecdc32a1f"},
+    {file = "opentelemetry_semantic_conventions-0.48b0.tar.gz", hash = "sha256:12d74983783b6878162208be57c9effcb89dc88691c64992d70bb89dc00daa1a"},
 ]
 
+[package.dependencies]
+deprecated = ">=1.2.6"
+opentelemetry-api = "1.27.0"
+
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -3244,7 +3687,7 @@ files = [
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 ]
-markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
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 [package.source]
 type = "legacy"
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 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
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+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "proto-plus"
 version = "1.23.0"
@@ -4152,7 +4693,7 @@ description = "DB-API interface to Microsoft SQL Server for Python. (new Cython-
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"mssql\""
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 files = [
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@@ -4286,6 +4827,24 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
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+python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"openfga\""
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+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "pysocks"
 version = "1.7.1"
@@ -4445,7 +5004,7 @@ files = [
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 ]
-markers = {main = "extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
+markers = {main = "(extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\") and python_version >= \"3.10\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
 
 [package.dependencies]
 six = ">=1.5"
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 ]
-markers = {main = "extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\" or extra == \"chroma\""}
+markers = {main = "(extra == \"openfga\" or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\") and python_version >= \"3.10\" or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\""}
 
 [package.extras]
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@@ -5527,12 +6086,12 @@ version = "2.0.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
-markers = "python_version < \"3.11\""
+groups = ["main", "dev"]
 files = [
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 ]
+markers = {main = "python_version == \"3.10\" and extra == \"openfga\"", dev = "python_version < \"3.11\""}
 
 [package.source]
 type = "legacy"
@@ -6086,6 +6645,109 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
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+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.18.3-cp39-cp39-win32.whl", hash = "sha256:ac36703a585e0929b032fbaab0707b75dc12703766d0b53486eabd5139ebadd5"},
+    {file = "yarl-1.18.3-cp39-cp39-win_amd64.whl", hash = "sha256:ba87babd629f8af77f557b61e49e7c7cac36f22f871156b91e10a6e9d4f829e9"},
+    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "zipp"
 version = "3.17.0"
@@ -6097,7 +6759,7 @@ files = [
     {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
     {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
-markers = {main = "extra == \"arangodb\""}
+markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"chroma\" or extra == \"arangodb\") or extra == \"arangodb\" or extra == \"chroma\" or python_version >= \"3.10\" and (extra == \"openfga\" or extra == \"arangodb\" or extra == \"chroma\")"}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
@@ -6138,6 +6800,7 @@ nats = ["nats-py"]
 neo4j = ["neo4j"]
 nginx = []
 ollama = []
+openfga = ["openfga-sdk"]
 opensearch = ["opensearch-py"]
 oracle = ["oracledb", "sqlalchemy"]
 oracle-free = ["oracledb", "sqlalchemy"]
@@ -6157,4 +6820,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "e17b2d64a82b0929e19aa488550d2159c713979a3145fdfe103c62cd486f79fc"
+content-hash = "495578a8d383aa0bf5496c6ec2db38e81bb36b30c5cd4b5fdd2d186b4a74b3f1"
diff --git a/pyproject.toml b/pyproject.toml
index c40614eff..2afff0596 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,6 +58,7 @@ packages = [
     { include = "testcontainers", from = "modules/neo4j" },
     { include = "testcontainers", from = "modules/nginx" },
     { include = "testcontainers", from = "modules/ollama" },
+    { include = "testcontainers", from = "modules/openfga" },
     { include = "testcontainers", from = "modules/opensearch" },
     { include = "testcontainers", from = "modules/oracle-free" },
     { include = "testcontainers", from = "modules/postgres" },
@@ -102,9 +103,10 @@ minio = { version = "*", optional = true }
 nats-py = { version = "*", optional = true }
 pymongo = { version = "*", optional = true }
 sqlalchemy = { version = "*", optional = true }
-pymssql = { version = "*", optional = true }
+pymssql = { version = "*", optional = true, markers = "platform_machine != 'arm64' or python_version >= '3.10'" }
 pymysql = { version = "*", extras = ["rsa"], optional = true }
 neo4j = { version = "*", optional = true }
+openfga-sdk = { version = "*", optional = true, markers = "python_version >= '3.10'" }
 opensearch-py = { version = "*", optional = true }
 oracledb = { version = "*", optional = true }
 pika = { version = "*", optional = true }
@@ -152,6 +154,7 @@ mysql = ["sqlalchemy", "pymysql"]
 nats = ["nats-py"]
 neo4j = ["neo4j"]
 nginx = []
+openfga = ["openfga-sdk"]
 opensearch = ["opensearch-py"]
 ollama = []
 oracle = ["sqlalchemy", "oracledb"]
@@ -317,6 +320,7 @@ mypy_path = [
     #    "modules/neo4j",
     #    "modules/nginx",
     #    "modules/ollama",
+    #    "modules/openfga",
     #    "modules/opensearch",
     #    "modules/oracle",
     #    "modules/postgres",
diff --git a/requirements.txt b/requirements.txt
index febf39d64..f77d057b5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,3 @@ mkdocs==1.3.0
 mkdocs-codeinclude-plugin==0.2.0
 mkdocs-material==8.1.3
 mkdocs-markdownextradata-plugin==0.2.5
-

From d40473fa863aee01ee41f4059d884e80a7ab11f2 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Mon, 21 Jul 2025 16:31:35 -0400
Subject: [PATCH 045/208] chore(main): release testcontainers 4.12.0 (#834)

:robot: I have created a release *beep* *boop*
---


##
[4.12.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.11.0...testcontainers-v4.12.0)
(2025-07-21)


### Features

* **main:** New Testcontainers Python Docs Site
([#822](https://github.com/testcontainers/testcontainers-python/issues/822))
([a6bdf0e](https://github.com/testcontainers/testcontainers-python/commit/a6bdf0ef84643074fbc7edf3a75936ce3f1d0880))
* make config monkeypatchable, fix config related startup issues
([#833](https://github.com/testcontainers/testcontainers-python/issues/833))
([ff6a32d](https://github.com/testcontainers/testcontainers-python/commit/ff6a32db803046db8d89ba5a7157bf573d9f25c2))
* **modules:** add OpenFGA module
([#762](https://github.com/testcontainers/testcontainers-python/issues/762))
([0b7b482](https://github.com/testcontainers/testcontainers-python/commit/0b7b482f9ec807e87fd43d1372226fa43eb4ed7c))
* set multiple variables via keyword args
([#804](https://github.com/testcontainers/testcontainers-python/issues/804))
([1532df5](https://github.com/testcontainers/testcontainers-python/commit/1532df5e9094d15b9f3e9233e7f5843d8bc24386))


### Bug Fixes

* **core:** mypy
([#810](https://github.com/testcontainers/testcontainers-python/issues/810))
([b816762](https://github.com/testcontainers/testcontainers-python/commit/b816762b9a548033b065c3f46267c289a560f6ed))
* Enable mypy in the CI
([#842](https://github.com/testcontainers/testcontainers-python/issues/842))
([ef65bd1](https://github.com/testcontainers/testcontainers-python/commit/ef65bd113b564bce614aaf6df13bbf5339b9bc58))
* just use the getLogger API and do not override logger settings
([#836](https://github.com/testcontainers/testcontainers-python/issues/836))
([f467c84](https://github.com/testcontainers/testcontainers-python/commit/f467c842b851613b9a087bd5f9a08d8c39577cb8))


### Documentation

* missing compose html from old docs
([#776](https://github.com/testcontainers/testcontainers-python/issues/776))
([d749fc6](https://github.com/testcontainers/testcontainers-python/commit/d749fc69b32715742d834c003ee6893e2077753a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 22 ++++++++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 24 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 88aaa0e96..9e3120ae6 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.11.0"
+    ".": "4.12.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 82d2c8011..4372c54e1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,27 @@
 # Changelog
 
+## [4.12.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.11.0...testcontainers-v4.12.0) (2025-07-21)
+
+
+### Features
+
+* **main:** New Testcontainers Python Docs Site ([#822](https://github.com/testcontainers/testcontainers-python/issues/822)) ([a6bdf0e](https://github.com/testcontainers/testcontainers-python/commit/a6bdf0ef84643074fbc7edf3a75936ce3f1d0880))
+* make config monkeypatchable, fix config related startup issues ([#833](https://github.com/testcontainers/testcontainers-python/issues/833)) ([ff6a32d](https://github.com/testcontainers/testcontainers-python/commit/ff6a32db803046db8d89ba5a7157bf573d9f25c2))
+* **modules:** add OpenFGA module ([#762](https://github.com/testcontainers/testcontainers-python/issues/762)) ([0b7b482](https://github.com/testcontainers/testcontainers-python/commit/0b7b482f9ec807e87fd43d1372226fa43eb4ed7c))
+* set multiple variables via keyword args ([#804](https://github.com/testcontainers/testcontainers-python/issues/804)) ([1532df5](https://github.com/testcontainers/testcontainers-python/commit/1532df5e9094d15b9f3e9233e7f5843d8bc24386))
+
+
+### Bug Fixes
+
+* **core:** mypy ([#810](https://github.com/testcontainers/testcontainers-python/issues/810)) ([b816762](https://github.com/testcontainers/testcontainers-python/commit/b816762b9a548033b065c3f46267c289a560f6ed))
+* Enable mypy in the CI ([#842](https://github.com/testcontainers/testcontainers-python/issues/842)) ([ef65bd1](https://github.com/testcontainers/testcontainers-python/commit/ef65bd113b564bce614aaf6df13bbf5339b9bc58))
+* just use the getLogger API and do not override logger settings ([#836](https://github.com/testcontainers/testcontainers-python/issues/836)) ([f467c84](https://github.com/testcontainers/testcontainers-python/commit/f467c842b851613b9a087bd5f9a08d8c39577cb8))
+
+
+### Documentation
+
+* missing compose html from old docs ([#776](https://github.com/testcontainers/testcontainers-python/issues/776)) ([d749fc6](https://github.com/testcontainers/testcontainers-python/commit/d749fc69b32715742d834c003ee6893e2077753a))
+
 ## [4.11.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.10.0...testcontainers-v4.11.0) (2025-06-15)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 2afff0596..331cd1762 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.11.0"  # auto-incremented by release-please
+version = "4.12.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From 003046b9f786ad0115eeca9b69350fd7cc2663b1 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Wed, 6 Aug 2025 15:12:45 -0300
Subject: [PATCH 046/208] feat(core): Wait strategies foundation (#838)

Aligns testcontainers-python with the testcontainers community standard
wait strategy pattern used across Java, Go, and other implementations.
This provides a consistent developer experience and better
maintainability.

## Examples

From:

```
wait_for_logs(container, "Test Sample Image")
```

To:

```
from testcontainers.core.wait_strategies import LogMessageWaitStrategy

container.waiting_for(LogMessageWaitStrategy("Server started"))
```

## Backward Compatibility
No breaking changes - all existing code continues working
Deprecation warnings added to wait_for_logs() and
@wait_container_is_ready
Clear migration path provided in warning messages


### New:
core/testcontainers/core/wait_strategies.py - Strategy implementations
core/tests/test_wait_strategies*.py - Comprehensive test coverage
### Modified:
core/testcontainers/core/container.py - Added waiting_for() method
core/testcontainers/compose/compose.py - Added compose wait strategy
support
core/testcontainers/core/waiting_utils.py - Base classes and protocol

## Future Strategies to quickly follow
Foundation enables community-standard wait strategies:
HttpWaitStrategy, HealthcheckWaitStrategy, PortWaitStrategy,
CompositeWaitStrategy

## Testing
Unit tests with parameterized scenarios
Integration tests with real Docker containers
Protocol compliance verification
Backward compatibility validation
---
 conf.py                                       |   2 +-
 core/README.rst                               |   2 +
 core/testcontainers/compose/compose.py        | 126 ++++-
 core/testcontainers/core/container.py         |  27 +-
 core/testcontainers/core/generic.py           |   1 +
 core/testcontainers/core/wait_strategies.py   | 157 ++++++
 core/testcontainers/core/waiting_utils.py     | 323 +++++++++--
 core/testcontainers/socat/socat.py            |   5 +-
 core/tests/test_docker_in_docker.py           | 504 +++++++++---------
 core/tests/test_protocol_compliance.py        |  73 +++
 core/tests/test_wait_strategies.py            | 150 ++++++
 .../tests/test_wait_strategies_integration.py |  88 +++
 core/tests/test_waiting_utils.py              |  26 +-
 pyproject.toml                                |   6 +
 14 files changed, 1172 insertions(+), 318 deletions(-)
 create mode 100644 core/testcontainers/core/wait_strategies.py
 create mode 100644 core/tests/test_protocol_compliance.py
 create mode 100644 core/tests/test_wait_strategies.py
 create mode 100644 core/tests/test_wait_strategies_integration.py

diff --git a/conf.py b/conf.py
index c9bae6243..25271fd6c 100644
--- a/conf.py
+++ b/conf.py
@@ -161,7 +161,7 @@
 
 intersphinx_mapping = {
     "python": ("https://docs.python.org/3", None),
-    "selenium": ("https://seleniumhq.github.io/selenium/docs/api/py/", None),
+    "selenium": ("https://www.selenium.dev/selenium/docs/api/py/", None),
     "typing_extensions": ("https://typing-extensions.readthedocs.io/en/latest/", None),
 }
 
diff --git a/core/README.rst b/core/README.rst
index 2d364d0a5..7403d2665 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -14,6 +14,8 @@ Testcontainers Core
 
 .. autoclass:: testcontainers.core.generic.DbContainer
 
+.. autoclass:: testcontainers.core.wait_strategies.WaitStrategy
+
 .. raw:: html
 
     <hr>
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 384c14808..86f8b2397 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -1,23 +1,23 @@
 from dataclasses import asdict, dataclass, field, fields, is_dataclass
 from functools import cached_property
 from json import loads
-from logging import warning
+from logging import getLogger, warning
 from os import PathLike
 from platform import system
 from re import split
-from subprocess import CompletedProcess
+from subprocess import CalledProcessError, CompletedProcess
 from subprocess import run as subprocess_run
 from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
-from urllib.error import HTTPError, URLError
-from urllib.request import urlopen
 
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.waiting_utils import WaitStrategy
 
 _IPT = TypeVar("_IPT")
 _WARNINGS = {"DOCKER_COMPOSE_GET_CONFIG": "get_config is experimental, see testcontainers/testcontainers-python#669"}
 
+logger = getLogger(__name__)
+
 
 def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
     """omits extra fields like @JsonIgnoreProperties(ignoreUnknown = true)
@@ -80,6 +80,7 @@ class ComposeContainer:
     Health: Optional[str] = None
     ExitCode: Optional[int] = None
     Publishers: list[PublishedPortModel] = field(default_factory=list)
+    _docker_compose: Optional["DockerCompose"] = field(default=None, init=False, repr=False)
 
     def __post_init__(self) -> None:
         if self.Publishers:
@@ -116,6 +117,41 @@ def _matches_protocol(prefer_ip_version: str, r: PublishedPortModel) -> bool:
         r_url = r.URL
         return (r_url is not None and ":" in r_url) is (prefer_ip_version == "IPv6")
 
+    # WaitStrategy compatibility methods
+    def get_container_host_ip(self) -> str:
+        """Get the host IP for the container."""
+        # Simplified implementation - wait strategies don't use this yet
+        return "127.0.0.1"
+
+    def get_exposed_port(self, port: int) -> int:
+        """Get the exposed port mapping for the given internal port."""
+        # Simplified implementation - wait strategies don't use this yet
+        return port
+
+    def get_logs(self) -> tuple[bytes, bytes]:
+        """Get container logs."""
+        if not self._docker_compose:
+            raise RuntimeError("DockerCompose reference not set on ComposeContainer")
+        if not self.Service:
+            raise RuntimeError("Service name not set on ComposeContainer")
+        stdout, stderr = self._docker_compose.get_logs(self.Service)
+        return stdout.encode(), stderr.encode()
+
+    def get_wrapped_container(self) -> "ComposeContainer":
+        """Get the underlying container object for compatibility."""
+        return self
+
+    def reload(self) -> None:
+        """Reload container information for compatibility with wait strategies."""
+        # ComposeContainer doesn't need explicit reloading as it's fetched fresh
+        # each time through get_container(), but we need this method for compatibility
+        pass
+
+    @property
+    def status(self) -> str:
+        """Get container status for compatibility with wait strategies."""
+        return self.State or "unknown"
+
 
 @dataclass
 class DockerCompose:
@@ -178,6 +214,7 @@ class DockerCompose:
     services: Optional[list[str]] = None
     docker_command_path: Optional[str] = None
     profiles: Optional[list[str]] = None
+    _wait_strategies: Optional[dict[str, Any]] = field(default=None, init=False, repr=False)
 
     def __post_init__(self) -> None:
         if isinstance(self.compose_file_name, str):
@@ -213,6 +250,15 @@ def compose_command_property(self) -> list[str]:
             docker_compose_cmd += ["--env-file", self.env_file]
         return docker_compose_cmd
 
+    def waiting_for(self, strategies: dict[str, WaitStrategy]) -> "DockerCompose":
+        """
+        Set wait strategies for specific services.
+        Args:
+            strategies: Dictionary mapping service names to wait strategies
+        """
+        self._wait_strategies = strategies
+        return self
+
     def start(self) -> None:
         """
         Starts the docker compose environment.
@@ -241,6 +287,11 @@ def start(self) -> None:
 
         self._run_command(cmd=up_cmd)
 
+        if self._wait_strategies:
+            for service, strategy in self._wait_strategies.items():
+                container = self.get_container(service_name=service)
+                strategy.wait_until_ready(container)
+
     def stop(self, down: bool = True) -> None:
         """
         Stops the docker compose environment.
@@ -317,7 +368,7 @@ def get_containers(self, include_all: bool = False) -> list[ComposeContainer]:
         result = self._run_command(cmd=cmd)
         stdout = split(r"\r?\n", result.stdout.decode("utf-8"))
 
-        containers = []
+        containers: list[ComposeContainer] = []
         # one line per service in docker 25, single array for docker 24.0.2
         for line in stdout:
             if not line:
@@ -328,6 +379,10 @@ def get_containers(self, include_all: bool = False) -> list[ComposeContainer]:
             else:
                 containers.append(_ignore_properties(ComposeContainer, data))
 
+        # Set the docker_compose reference on each container
+        for container in containers:
+            container._docker_compose = self
+
         return containers
 
     def get_container(
@@ -352,6 +407,7 @@ def get_container(
         if not matching_containers:
             raise ContainerIsNotRunning(f"{service_name} is not running in the compose context")
 
+        matching_containers[0]._docker_compose = self
         return matching_containers[0]
 
     def exec_in_container(
@@ -388,12 +444,18 @@ def _run_command(
         context: Optional[str] = None,
     ) -> CompletedProcess[bytes]:
         context = context or str(self.context)
-        return subprocess_run(
-            cmd,
-            capture_output=True,
-            check=True,
-            cwd=context,
-        )
+        try:
+            return subprocess_run(
+                cmd,
+                capture_output=True,
+                check=True,
+                cwd=context,
+            )
+        except CalledProcessError as e:
+            logger.error(f"Command '{e.cmd}' failed with exit code {e.returncode}")
+            logger.error(f"STDOUT:\n{e.stdout.decode(errors='ignore')}")
+            logger.error(f"STDERR:\n{e.stderr.decode(errors='ignore')}")
+            raise e from e
 
     def get_service_port(
         self,
@@ -452,16 +514,54 @@ def get_service_host_and_port(
         publisher = self.get_container(service_name).get_publisher(by_port=port).normalize()
         return publisher.URL, publisher.PublishedPort
 
-    @wait_container_is_ready(HTTPError, URLError)
     def wait_for(self, url: str) -> "DockerCompose":
         """
         Waits for a response from a given URL. This is typically used to block until a service in
         the environment has started and is responding. Note that it does not assert any sort of
         return code, only check that the connection was successful.
 
+        This is a convenience method that internally uses HttpWaitStrategy. For more complex
+        wait scenarios, consider using the structured wait strategies with `waiting_for()`.
+
         Args:
             url: URL from one of the services in the environment to use to wait on.
+
+        Example:
+            # Simple URL wait (legacy style)
+            compose.wait_for("http://localhost:8080") \
+            \
+            # For more complex scenarios, use structured wait strategies:
+            from testcontainers.core.waiting_utils import HttpWaitStrategy, LogMessageWaitStrategy \
+            \
+            compose.waiting_for({ \
+                "web": HttpWaitStrategy(8080).for_status_code(200), \
+                "db": LogMessageWaitStrategy("database system is ready to accept connections") \
+            })
         """
+        import time
+        from urllib.error import HTTPError, URLError
+        from urllib.request import Request, urlopen
+
+        # For simple URL waiting when we have multiple containers,
+        # we'll do a direct HTTP check instead of using the container-based strategy
+        start_time = time.time()
+        timeout = 120  # Default timeout
+
+        while True:
+            if time.time() - start_time > timeout:
+                raise TimeoutError(f"URL {url} not ready within {timeout} seconds")
+
+            try:
+                request = Request(url, method="GET")
+                with urlopen(request, timeout=1) as response:
+                    if 200 <= response.status < 400:
+                        return self
+            except (URLError, HTTPError, ConnectionResetError, ConnectionRefusedError, BrokenPipeError, OSError):
+                # Any connection error means we should keep waiting
+                pass
+
+            time.sleep(1)
+
         with urlopen(url) as response:
             response.read()
         return self
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index e0456fa03..d40eddade 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -18,7 +18,8 @@
 from testcontainers.core.labels import LABEL_SESSION_ID, SESSION_ID
 from testcontainers.core.network import Network
 from testcontainers.core.utils import is_arm, setup_logger
-from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
+from testcontainers.core.waiting_utils import WaitStrategy, wait_container_is_ready
 
 if TYPE_CHECKING:
     from docker.models.containers import Container
@@ -69,6 +70,7 @@ def __init__(
         volumes: Optional[list[tuple[str, str, str]]] = None,
         network: Optional[Network] = None,
         network_aliases: Optional[list[str]] = None,
+        _wait_strategy: Optional[WaitStrategy] = None,
         **kwargs: Any,
     ) -> None:
         self.env = env or {}
@@ -96,6 +98,7 @@ def __init__(
             self.with_network_aliases(*network_aliases)
 
         self._kwargs = kwargs
+        self._wait_strategy: Optional[WaitStrategy] = _wait_strategy
 
     def with_env(self, key: str, value: str) -> Self:
         self.env[key] = value
@@ -165,6 +168,11 @@ def maybe_emulate_amd64(self) -> Self:
             return self.with_kwargs(platform="linux/amd64")
         return self
 
+    def waiting_for(self, strategy: WaitStrategy) -> "DockerContainer":
+        """Set a wait strategy to be used after container start."""
+        self._wait_strategy = strategy
+        return self
+
     def start(self) -> Self:
         if not c.ryuk_disabled and self.image != c.ryuk_image:
             logger.debug("Creating Ryuk container")
@@ -195,6 +203,9 @@ def start(self) -> Self:
             **{**network_kwargs, **self._kwargs},
         )
 
+        if self._wait_strategy is not None:
+            self._wait_strategy.wait_until_ready(self)
+
         logger.info("Container started: %s", self._container.short_id)
         return self
 
@@ -264,6 +275,18 @@ def get_logs(self) -> tuple[bytes, bytes]:
             raise ContainerStartException("Container should be started before getting logs")
         return self._container.logs(stderr=False), self._container.logs(stdout=False)
 
+    def reload(self) -> None:
+        """Reload container information for compatibility with wait strategies."""
+        if self._container:
+            self._container.reload()
+
+    @property
+    def status(self) -> str:
+        """Get container status for compatibility with wait strategies."""
+        if not self._container:
+            return "not_started"
+        return cast("str", self._container.status)
+
     def exec(self, command: Union[str, list[str]]) -> ExecResult:
         if not self._container:
             raise ContainerStartException("Container should be started before executing a command")
@@ -319,7 +342,7 @@ def _create_instance(cls) -> "Reaper":
         )
         rc = Reaper._container
         assert rc is not None
-        wait_for_logs(rc, r".* Started!", timeout=20, raise_on_exit=True)
+        rc.waiting_for(LogMessageWaitStrategy(r".* Started!").with_startup_timeout(20))
 
         container_host = rc.get_container_host_ip()
         container_port = int(rc.get_exposed_port(8080))
diff --git a/core/testcontainers/core/generic.py b/core/testcontainers/core/generic.py
index 5c6b6c4b8..e427c2ad5 100644
--- a/core/testcontainers/core/generic.py
+++ b/core/testcontainers/core/generic.py
@@ -62,6 +62,7 @@ def _create_connection_url(
         if self._container is None:
             raise ContainerStartException("container has not been started")
         host = host or self.get_container_host_ip()
+        assert port is not None
         port = self.get_exposed_port(port)
         quoted_password = quote(password, safe=" +")
         url = f"{dialect}://{username}:{quoted_password}@{host}:{port}"
diff --git a/core/testcontainers/core/wait_strategies.py b/core/testcontainers/core/wait_strategies.py
new file mode 100644
index 000000000..a96275488
--- /dev/null
+++ b/core/testcontainers/core/wait_strategies.py
@@ -0,0 +1,157 @@
+"""
+Structured wait strategies for containers.
+
+- LogMessageWaitStrategy: Wait for specific log messages
+- HttpWaitStrategy: Wait for HTTP endpoints to be available
+- HealthcheckWaitStrategy: Wait for Docker health checks to pass
+- PortWaitStrategy: Wait for TCP ports to be available
+- FileExistsWaitStrategy: Wait for files to exist on the filesystem
+- CompositeWaitStrategy: Combine multiple wait strategies
+
+Example:
+    Basic usage with containers:
+
+    from testcontainers.core.wait_strategies import HttpWaitStrategy, LogMessageWaitStrategy
+
+    # Wait for HTTP endpoint
+    container.waiting_for(HttpWaitStrategy(8080).for_status_code(200))
+
+    # Wait for log message
+    container.waiting_for(LogMessageWaitStrategy("Server started"))
+
+    # Combine multiple strategies
+    container.waiting_for(CompositeWaitStrategy(
+        LogMessageWaitStrategy("Database ready"),
+        HttpWaitStrategy(8080)
+    ))
+"""
+
+import re
+import time
+from datetime import timedelta
+from typing import TYPE_CHECKING, Union
+
+from testcontainers.core.utils import setup_logger
+
+# Import base classes from waiting_utils to make them available for tests
+from .waiting_utils import WaitStrategy
+
+if TYPE_CHECKING:
+    from .waiting_utils import WaitStrategyTarget
+
+logger = setup_logger(__name__)
+
+
+class LogMessageWaitStrategy(WaitStrategy):
+    """
+    Wait for a specific message to appear in the container logs.
+
+    This strategy monitors the container's stdout and stderr streams for a specific
+    message or regex pattern. It can be configured to wait for the message to appear
+    multiple times or to require the message in both streams.
+
+    Raises error if container exits before message is found.
+
+    Args:
+        message: The message or regex pattern to search for in the logs
+        times: Number of times the message must appear (default: 1)
+        predicate_streams_and: If True, message must appear in both stdout and stderr (default: False)
+
+    Example:
+        # Wait for a simple message
+        strategy = LogMessageWaitStrategy("ready for start")
+
+        # Wait for a regex pattern
+        strategy = LogMessageWaitStrategy(re.compile(r"database.*ready"))
+
+        # Wait for message in both streams
+        strategy = LogMessageWaitStrategy("ready", predicate_streams_and=True)
+    """
+
+    def __init__(
+        self, message: Union[str, re.Pattern[str]], times: int = 1, predicate_streams_and: bool = False
+    ) -> None:
+        super().__init__()
+        self._message = message if isinstance(message, re.Pattern) else re.compile(message, re.MULTILINE)
+        self._times = times
+        self._predicate_streams_and = predicate_streams_and
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "LogMessageWaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "LogMessageWaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    def wait_until_ready(self, container: "WaitStrategyTarget") -> None:
+        """
+        Wait until the specified message appears in the container logs.
+
+        Args:
+            container: The container to monitor
+
+        Raises:
+            TimeoutError: If the message doesn't appear within the timeout period
+            RuntimeError: If the container exits before the message appears
+        """
+        from .waiting_utils import _NOT_EXITED_STATUSES, _get_container_logs_for_debugging, _get_container_status_info
+
+        # Implement our own wait logic to avoid recursive calls to wait_for_logs
+        wrapped = container.get_wrapped_container()
+        start_time = time.time()
+
+        while True:
+            duration = time.time() - start_time
+            if duration > self._startup_timeout:
+                # Get current logs and status for debugging
+                stdout_str, stderr_str = _get_container_logs_for_debugging(container)
+                status_info = _get_container_status_info(container)
+
+                message_pattern = self._message.pattern if hasattr(self._message, "pattern") else str(self._message)
+
+                raise TimeoutError(
+                    f"Container did not emit logs containing '{message_pattern}' within {self._startup_timeout:.3f} seconds. "
+                    f"Container status: {status_info['status']}, health: {status_info['health_status']}. "
+                    f"Recent stdout: {stdout_str}. "
+                    f"Recent stderr: {stderr_str}. "
+                    f"Hint: Check if the container is starting correctly, the expected message is being logged, "
+                    f"and the log pattern matches what the application actually outputs."
+                )
+
+            stdout_bytes, stderr_bytes = container.get_logs()
+            stdout = stdout_bytes.decode()
+            stderr = stderr_bytes.decode()
+
+            predicate_result = (
+                self._message.search(stdout) or self._message.search(stderr)
+                if self._predicate_streams_and is False
+                else self._message.search(stdout) and self._message.search(stderr)
+            )
+
+            if predicate_result:
+                return
+
+            # Check if container has exited
+            wrapped.reload()
+            if wrapped.status not in _NOT_EXITED_STATUSES:
+                # Get exit information for better debugging
+                status_info = _get_container_status_info(container)
+
+                raise RuntimeError(
+                    f"Container exited (status: {status_info['status']}, exit code: {status_info['exit_code']}) "
+                    f"before emitting logs containing '{self._message.pattern if hasattr(self._message, 'pattern') else str(self._message)}'. "
+                    f"Container error: {status_info['error']}. "
+                    f"Hint: Check container logs and ensure the application is configured to start correctly. "
+                    f"The application may be crashing or exiting early."
+                )
+
+            time.sleep(self._poll_interval)
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 472060864..d83101d05 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -14,66 +14,177 @@
 
 import re
 import time
-import traceback
-from typing import TYPE_CHECKING, Any, Callable, Optional, Union, cast
+import warnings
+from abc import ABC, abstractmethod
+from datetime import timedelta
+from typing import Any, Callable, Optional, Protocol, TypeVar, Union, cast
 
 import wrapt
 
 from testcontainers.core.config import testcontainers_config as config
 from testcontainers.core.utils import setup_logger
 
-if TYPE_CHECKING:
-    from testcontainers.core.container import DockerContainer
-
 logger = setup_logger(__name__)
 
 # Get a tuple of transient exceptions for which we'll retry. Other exceptions will be raised.
 TRANSIENT_EXCEPTIONS = (TimeoutError, ConnectionError)
 
+# Type variables for generic functions
+F = TypeVar("F", bound=Callable[..., Any])
+
 
-def wait_container_is_ready(*transient_exceptions: type[BaseException]) -> Callable[..., Any]:
+class WaitStrategyTarget(Protocol):
+    """
+    Protocol defining the interface that containers must implement for wait strategies.
+    This allows wait strategies to work with both DockerContainer and ComposeContainer
+    without requiring inheritance or type ignores.
+    Implementation requirement:
+    - DockerContainer: Implements this protocol (see core/tests/test_protocol_compliance.py)
+    - ComposeContainer: Implements this protocol (see core/tests/test_protocol_compliance.py)
     """
-    Wait until container is ready.
 
-    Function that spawn container should be decorated by this method Max wait is configured by
-    config. Default is 120 sec. Polling interval is 1 sec.
+    def get_container_host_ip(self) -> str:
+        """Get the host IP address for the container."""
+        ...
 
-    Args:
-        *transient_exceptions: Additional transient exceptions that should be retried if raised. Any
-            non-transient exceptions are fatal, and the exception is re-raised immediately.
+    def get_exposed_port(self, port: int) -> int:
+        """Get the exposed port mapping for the given internal port."""
+        ...
+
+    def get_wrapped_container(self) -> Any:
+        """Get the underlying container object."""
+        ...
+
+    def get_logs(self) -> tuple[bytes, bytes]:
+        """Get container logs as (stdout, stderr) tuple."""
+        ...
+
+    def reload(self) -> None:
+        """Reload container information."""
+        ...
+
+    @property
+    def status(self) -> str:
+        """Get container status."""
+        ...
+
+
+class WaitStrategy(ABC):
+    """Base class for all wait strategies."""
+
+    def __init__(self) -> None:
+        self._startup_timeout: int = config.timeout
+        self._poll_interval: float = config.sleep_time
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "WaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "WaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    @abstractmethod
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """Wait until the container is ready."""
+        pass
+
+
+# Keep existing wait_container_is_ready but make it use the new system internally
+def wait_container_is_ready(*transient_exceptions: type[Exception]) -> Callable[[F], F]:
+    """
+    Legacy wait decorator that uses the new wait strategy system internally.
+    Maintains backwards compatibility with existing code.
+    This decorator can be used to wait for a function to succeed without raising
+    transient exceptions. It's useful for simple wait scenarios, but for more
+    complex cases, consider using structured wait strategies directly.
+    Example:
+        @wait_container_is_ready(HTTPError, URLError)
+        def check_http(container):
+            with urlopen("http://localhost:8080") as response:
+                return response.status == 200
+        # For more complex scenarios, use structured wait strategies:
+        container.waiting_for(HttpWaitStrategy(8080).for_status_code(200))
     """
-    transient_exceptions = TRANSIENT_EXCEPTIONS + tuple(transient_exceptions)
+    warnings.warn(
+        "The @wait_container_is_ready decorator is deprecated and will be removed in a future version. "
+        "Use structured wait strategies instead: "
+        "container.waiting_for(HttpWaitStrategy(8080).for_status_code(200)) or "
+        "container.waiting_for(LogMessageWaitStrategy('ready'))",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    class LegacyWaitStrategy(WaitStrategy):
+        def __init__(self, func: Callable[..., Any], instance: Any, args: list[Any], kwargs: dict[str, Any]):
+            super().__init__()
+            self.func = func
+            self.instance = instance
+            self.args = args
+            self.kwargs = kwargs
+            self.transient_exceptions: tuple[type[Exception], ...] = TRANSIENT_EXCEPTIONS + tuple(transient_exceptions)
+
+        def wait_until_ready(self, container: WaitStrategyTarget) -> Any:
+            start_time = time.time()
+            while True:
+                try:
+                    # Handle different function call patterns:
+                    # 1. Standalone functions (like wait_for): call with just args/kwargs
+                    # 2. Methods: call with instance as first argument
+                    if self.instance is None:
+                        # Standalone function case
+                        result = self.func(*self.args, **self.kwargs)
+                    elif self.instance is container:
+                        # Staticmethod case: self.instance is the container
+                        result = self.func(*self.args, **self.kwargs)
+                    else:
+                        # Method case: self.instance is the instance (self)
+                        result = self.func(self.instance, *self.args, **self.kwargs)
+                    return result
+                except self.transient_exceptions as e:
+                    if time.time() - start_time > self._startup_timeout:
+                        raise TimeoutError(
+                            f"Wait time ({self._startup_timeout}s) exceeded for {self.func.__name__}"
+                            f"(args: {self.args}, kwargs: {self.kwargs}). Exception: {e}. "
+                            f"Hint: Check if the container is ready, the function parameters are correct, "
+                            f"and the expected conditions are met for the function to succeed."
+                        ) from e
+                    logger.debug(f"Connection attempt failed: {e!s}")
+                    time.sleep(self._poll_interval)
 
     @wrapt.decorator  # type: ignore[misc]
     def wrapper(wrapped: Callable[..., Any], instance: Any, args: list[Any], kwargs: dict[str, Any]) -> Any:
-        from testcontainers.core.container import DockerContainer
-
-        if isinstance(instance, DockerContainer):
-            logger.info("Waiting for container %s with image %s to be ready ...", instance._container, instance.image)
+        # Use the LegacyWaitStrategy to handle retries with proper timeout
+        strategy = LegacyWaitStrategy(wrapped, instance, args, kwargs)
+        # For backwards compatibility, assume the instance is the container
+        container = instance if hasattr(instance, "get_container_host_ip") else args[0] if args else None
+        if container:
+            return strategy.wait_until_ready(container)
         else:
-            logger.info("Waiting for %s to be ready ...", instance)
-
-        exception = None
-        for attempt_no in range(config.max_tries):
-            try:
-                return wrapped(*args, **kwargs)
-            except transient_exceptions as e:
-                logger.debug(
-                    f"Connection attempt '{attempt_no + 1}' of '{config.max_tries + 1}' "
-                    f"failed: {traceback.format_exc()}"
-                )
-                time.sleep(config.sleep_time)
-                exception = e
-        raise TimeoutError(
-            f"Wait time ({config.timeout}s) exceeded for {wrapped.__name__}(args: {args}, kwargs: "
-            f"{kwargs}). Exception: {exception}"
-        )
+            # Fallback to direct call if we can't identify the container
+            return wrapped(*args, **kwargs)
 
-    return cast("Callable[..., Any]", wrapper)
+    return cast("Callable[[F], F]", wrapper)
 
 
 @wait_container_is_ready()
 def wait_for(condition: Callable[..., bool]) -> bool:
+    warnings.warn(
+        "The wait_for function is deprecated and will be removed in a future version. "
+        "Use structured wait strategies instead: "
+        "container.waiting_for(LogMessageWaitStrategy('ready')) or "
+        "container.waiting_for(HttpWaitStrategy(8080).for_status_code(200))",
+        DeprecationWarning,
+        stacklevel=2,
+    )
     return condition()
 
 
@@ -81,29 +192,73 @@ def wait_for(condition: Callable[..., bool]) -> bool:
 
 
 def wait_for_logs(
-    container: "DockerContainer",
-    predicate: Union[Callable[..., bool], str],
-    timeout: Union[float, None] = None,
+    container: WaitStrategyTarget,
+    predicate: Union[Callable[[str], bool], str, WaitStrategy],
+    timeout: float = config.timeout,
     interval: float = 1,
     predicate_streams_and: bool = False,
     raise_on_exit: bool = False,
     #
 ) -> float:
     """
-    Wait for the container to emit logs satisfying the predicate.
+    Enhanced version of wait_for_logs that supports both old and new interfaces.
+
+    This function waits for container logs to satisfy a predicate. It supports
+    multiple input types for the predicate and maintains backwards compatibility
+    with existing code while adding support for the new WaitStrategy system.
+
+    This is a convenience function that can be used for simple log-based waits.
+    For more complex scenarios, consider using structured wait strategies directly.
 
     Args:
-        container: Container whose logs to wait for.
-        predicate: Predicate that should be satisfied by the logs. If a string, then it is used as
-        the pattern for a multiline regular expression search.
-        timeout: Number of seconds to wait for the predicate to be satisfied. Defaults to wait
-            indefinitely.
-        interval: Interval at which to poll the logs.
-        predicate_streams_and: should the predicate be applied to both
+        container: The DockerContainer to monitor
+        predicate: The predicate to check against logs. Can be:
+            - A callable function that takes log text and returns bool
+            - A string that will be compiled to a regex pattern
+            - A WaitStrategy object
+        timeout: Maximum time to wait in seconds (default: config.timeout)
+        interval: How frequently to check in seconds (default: 1)
+        predicate_streams_and: If True, predicate must match both stdout and stderr (default: False)
+        raise_on_exit: If True, raise RuntimeError if container exits before predicate matches (default: False)
 
     Returns:
-        duration: Number of seconds until the predicate was satisfied.
+        The time in seconds that was spent waiting
+
+    Raises:
+        TimeoutError: If the predicate is not satisfied within the timeout period
+        RuntimeError: If raise_on_exit is True and container exits before predicate matches
+
+    Example:
+        # Wait for a simple string
+        wait_for_logs(container, "ready for start")
+
+        # Wait with custom predicate
+        wait_for_logs(container, lambda logs: "database" in logs and "ready" in logs)
+
+        # Wait with WaitStrategy
+        strategy = LogMessageWaitStrategy("ready")
+        wait_for_logs(container, strategy)
+
+        # For more complex scenarios, use structured wait strategies directly:
+        container.waiting_for(LogMessageWaitStrategy("ready"))
     """
+    if isinstance(predicate, WaitStrategy):
+        start = time.time()
+        predicate.with_startup_timeout(int(timeout)).with_poll_interval(interval)
+        predicate.wait_until_ready(container)
+        return time.time() - start
+    else:
+        # Only warn for legacy usage (string or callable predicates, not WaitStrategy objects)
+        warnings.warn(
+            "The wait_for_logs function with string or callable predicates is deprecated and will be removed in a future version. "
+            "Use structured wait strategies instead: "
+            "container.waiting_for(LogMessageWaitStrategy('ready')) or "
+            "container.waiting_for(LogMessageWaitStrategy(re.compile(r'pattern')))",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+    # Original implementation for backwards compatibility
     re_predicate: Optional[Callable[[str], Any]] = None
     if timeout is None:
         timeout = config.timeout
@@ -130,9 +285,81 @@ def wait_for_logs(
         if predicate_result:
             return duration
         if duration > timeout:
-            raise TimeoutError(f"Container did not emit logs satisfying predicate in {timeout:.3f} seconds")
+            # Get current logs and status for debugging
+            stdout_str, stderr_str = _get_container_logs_for_debugging(container)
+            status_info = _get_container_status_info(container)
+
+            raise TimeoutError(
+                f"Container did not emit logs satisfying predicate in {timeout:.3f} seconds. "
+                f"Container status: {status_info['status']}, health: {status_info['health_status']}. "
+                f"Recent stdout: {stdout_str}. "
+                f"Recent stderr: {stderr_str}. "
+                f"Hint: Check if the container is starting correctly and the expected log pattern is being generated. "
+                f"Verify the predicate function or pattern matches the actual log output."
+            )
         if raise_on_exit:
             wrapped.reload()
             if wrapped.status not in _NOT_EXITED_STATUSES:
                 raise RuntimeError("Container exited before emitting logs satisfying predicate")
         time.sleep(interval)
+
+
+def _get_container_logs_for_debugging(container: WaitStrategyTarget, max_length: int = 200) -> tuple[str, str]:
+    """
+    Get container logs for debugging purposes.
+    Args:
+        container: The container to get logs from
+        max_length: Maximum length of log output to include in error messages
+    Returns:
+        Tuple of (stdout, stderr) as strings
+    """
+    try:
+        stdout_bytes, stderr_bytes = container.get_logs()
+        stdout_str = stdout_bytes.decode() if stdout_bytes else ""
+        stderr_str = stderr_bytes.decode() if stderr_bytes else ""
+
+        # Truncate if too long
+        if len(stdout_str) > max_length:
+            stdout_str = "..." + stdout_str[-max_length:]
+        if len(stderr_str) > max_length:
+            stderr_str = "..." + stderr_str[-max_length:]
+        return stdout_str, stderr_str
+    except Exception:
+        return "(failed to get logs)", "(failed to get logs)"
+
+
+def _get_container_status_info(container: WaitStrategyTarget) -> dict[str, str]:
+    """
+    Get container status information for debugging.
+    Args:
+        container: The container to get status from
+    Returns:
+        Dictionary with status information
+    """
+    try:
+        wrapped = container.get_wrapped_container()
+        wrapped.reload()
+
+        state = wrapped.attrs.get("State", {})
+        return {
+            "status": wrapped.status,
+            "exit_code": str(state.get("ExitCode", "unknown")),
+            "error": state.get("Error", ""),
+            "health_status": state.get("Health", {}).get("Status", "no health check"),
+        }
+    except Exception:
+        return {
+            "status": "unknown",
+            "exit_code": "unknown",
+            "error": "failed to get status",
+            "health_status": "unknown",
+        }
+
+
+__all__ = [
+    "WaitStrategy",
+    "WaitStrategyTarget",
+    "wait_container_is_ready",
+    "wait_for",
+    "wait_for_logs",
+]
diff --git a/core/testcontainers/socat/socat.py b/core/testcontainers/socat/socat.py
index cc54f924c..bf6307e95 100644
--- a/core/testcontainers/socat/socat.py
+++ b/core/testcontainers/socat/socat.py
@@ -85,4 +85,7 @@ def start(self) -> "SocatContainer":
     @wait_container_is_ready(OSError)
     def _connect(self) -> None:
         with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
-            s.connect((self.get_container_host_ip(), int(self.get_exposed_port(next(iter(self.ports))))))
+            next_port = next(iter(self.ports))
+            # todo remove this limitation
+            assert isinstance(next_port, int)
+            s.connect((self.get_container_host_ip(), int(self.get_exposed_port(next_port))))
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index a756c5d08..9b623c7be 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -1,252 +1,252 @@
-import contextlib
-import json
-import os
-import time
-import socket
-from pathlib import Path
-from typing import Final, Any, Generator
-
-import pytest
-from docker.models.containers import Container
-
-from testcontainers.core import utils
-from testcontainers.core.config import testcontainers_config as tcc
-from testcontainers.core.labels import SESSION_ID
-from testcontainers.core.network import Network
-from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient, LOGGER
-from testcontainers.core.utils import inside_container
-from testcontainers.core.utils import is_mac
-from testcontainers.core.waiting_utils import wait_for_logs
-
-
-def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
-    # get ip address for DOCKER_HOST
-    # avoiding DockerContainer class here to prevent code changes affecting the test
-    docker_host_ip = client.bridge_ip(dind.id)
-    # Wait for startup
-    timeout = 10
-    start_wait = time.perf_counter()
-    while True:
-        try:
-            with socket.create_connection((docker_host_ip, 2375), timeout=timeout):
-                break
-        except ConnectionRefusedError:
-            if time.perf_counter() - start_wait > timeout:
-                raise RuntimeError("Docker in docker took longer than 10 seconds to start")
-            time.sleep(0.01)
-    return docker_host_ip
-
-
-@pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
-def test_wait_for_logs_docker_in_docker():
-    # real dind isn't possible (AFAIK) in CI
-    # forwarding the socket to a container port is at least somewhat the same
-    client = DockerClient()
-    not_really_dind = client.run(
-        image="alpine/socat",
-        command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
-        volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
-        detach=True,
-    )
-
-    not_really_dind.start()
-    docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
-    docker_host = f"tcp://{docker_host_ip}:2375"
-
-    with DockerContainer(
-        image="hello-world",
-        docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
-    ) as container:
-        assert container.get_container_host_ip() == docker_host_ip
-        wait_for_logs(container, "Hello from Docker!")
-        stdout, stderr = container.get_logs()
-        assert stdout, "There should be something on stdout"
-
-    not_really_dind.stop()
-    not_really_dind.remove()
-
-
-@pytest.mark.skipif(
-    is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
-)
-def test_dind_inherits_network():
-    client = DockerClient()
-    try:
-        custom_network = client.client.networks.create("custom_network", driver="bridge", check_duplicate=True)
-    except Exception:
-        custom_network = client.client.networks.list(names=["custom_network"])[0]
-    not_really_dind = client.run(
-        image="alpine/socat",
-        command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
-        volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
-        detach=True,
-    )
-
-    not_really_dind.start()
-
-    docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
-    docker_host = f"tcp://{docker_host_ip}:2375"
-
-    with DockerContainer(
-        image="hello-world",
-        docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
-    ) as container:
-        assert container.get_container_host_ip() == docker_host_ip
-        # Check the gateways are the same, so they can talk to each other
-        assert container.get_docker_client().gateway_ip(container.get_wrapped_container().id) == client.gateway_ip(
-            not_really_dind.id
-        )
-        wait_for_logs(container, "Hello from Docker!")
-        stdout, stderr = container.get_logs()
-        assert stdout, "There should be something on stdout"
-
-    not_really_dind.stop()
-    not_really_dind.remove()
-    custom_network.remove()
-
-
-@contextlib.contextmanager
-def print_surround_header(what: str, header_len: int = 80) -> Generator[None, None, None]:
-    """
-    Helper to visually mark a block with headers
-    """
-    start = f"#   Beginning of {what}"
-    end = f"#   End of {what}"
-
-    print("\n")
-    print("#" * header_len)
-    print(start + " " * (header_len - len(start) - 1) + "#")
-    print("#" * header_len)
-    print("\n")
-
-    yield
-
-    print("\n")
-    print("#" * header_len)
-    print(end + " " * (header_len - len(end) - 1) + "#")
-    print("#" * header_len)
-    print("\n")
-
-
-EXPECTED_NETWORK_VAR: Final[str] = "TCC_EXPECTED_NETWORK"
-
-
-def get_docker_info() -> dict[str, Any]:
-    client = DockerClient().client
-
-    # Get Docker version info
-    version_info = client.version()
-
-    # Get Docker system info
-    system_info = client.info()
-
-    # Get container inspections
-    containers = client.containers.list(all=True)  # List all containers (running or not)
-    container_inspections = {container.name: container.attrs for container in containers}
-
-    # Return as a dictionary
-    return {"version_info": version_info, "system_info": system_info, "container_inspections": container_inspections}
-
-
-# see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
-@pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
-@pytest.mark.inside_docker_check
-@pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
-def test_find_host_network_in_dood() -> None:
-    """
-    Check that the correct host network is found for DooD
-    """
-    LOGGER.info(f"Running container id={utils.get_running_in_container_id()}")
-    # Get some debug information in the hope this helps to find
-    LOGGER.info(f"hostname: {socket.gethostname()}")
-    LOGGER.info(f"docker info: {json.dumps(get_docker_info(), indent=2)}")
-    assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
-
-
-@pytest.mark.skipif(
-    is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
-)
-@pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
-def test_dood(python_testcontainer_image: str) -> None:
-    """
-    Run tests marked as inside_docker_check inside docker out of docker
-    """
-
-    docker_sock = tcc.ryuk_docker_socket
-    with Network() as network:
-        with (
-            DockerContainer(
-                image=python_testcontainer_image,
-            )
-            .with_command("poetry run pytest -m inside_docker_check")
-            .with_volume_mapping(docker_sock, docker_sock, "rw")
-            # test also that the correct network was found
-            # but only do this if not already inside a container
-            # as there for some reason this doesn't work
-            .with_env(EXPECTED_NETWORK_VAR, "" if inside_container() else network.name)
-            .with_env("RYUK_RECONNECTION_TIMEOUT", "1s")
-            .with_network(network)
-        ) as container:
-            status = container.get_wrapped_container().wait()
-            stdout, stderr = container.get_logs()
-            # ensure ryuk removed the containers created inside container
-            # because they are bound our network the deletion of the network
-            # would fail otherwise
-            time.sleep(1.1)
-
-    # Show what was done inside test
-    with print_surround_header("test_dood results"):
-        print(stdout.decode("utf-8", errors="replace"))
-        print(stderr.decode("utf-8", errors="replace"))
-    assert status["StatusCode"] == 0
-
-
-def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
-    """
-    Run selected tests in Docker in Docker
-    """
-    cert_dir = tmp_path / "certs"
-    dind_name = f"docker_{SESSION_ID}"
-    with Network() as network:
-        with (
-            DockerContainer(image="docker:dind", privileged=True)
-            .with_name(dind_name)
-            .with_volume_mapping(str(cert_dir), "/certs", "rw")
-            .with_env("DOCKER_TLS_CERTDIR", "/certs/docker")
-            .with_env("DOCKER_TLS_VERIFY", "1")
-            .with_network(network)
-            .with_network_aliases("docker")
-        ) as dind_container:
-            wait_for_logs(dind_container, "API listen on")
-            client_dir = cert_dir / "docker" / "client"
-            ca_file = client_dir / "ca.pem"
-            assert ca_file.is_file()
-            try:
-                with (
-                    DockerContainer(image=python_testcontainer_image)
-                    .with_command("poetry run pytest -m inside_docker_check")
-                    .with_volume_mapping(str(cert_dir), "/certs")
-                    # for some reason the docker client does not respect
-                    # DOCKER_TLS_CERTDIR and looks in /root/.docker instead
-                    .with_volume_mapping(str(client_dir), "/root/.docker")
-                    .with_env("DOCKER_TLS_CERTDIR", "/certs/docker/client")
-                    .with_env("DOCKER_TLS_VERIFY", "1")
-                    # docker port is 2376 for https, 2375 for http
-                    .with_env("DOCKER_HOST", "tcp://docker:2376")
-                    .with_network(network)
-                ) as test_container:
-                    status = test_container.get_wrapped_container().wait()
-                    stdout, stderr = test_container.get_logs()
-            finally:
-                # ensure the certs are deleted from inside the container
-                # as they might be owned by root it otherwise could lead to problems
-                # with pytest cleanup
-                dind_container.exec("rm -rf /certs/docker")
-                dind_container.exec("chmod -R a+rwX /certs")
-
-    # Show what was done inside test
-    with print_surround_header("test_dood results"):
-        print(stdout.decode("utf-8", errors="replace"))
-        print(stderr.decode("utf-8", errors="replace"))
-    assert status["StatusCode"] == 0
+# import contextlib
+# import json
+# import os
+# import time
+# import socket
+# from pathlib import Path
+# from typing import Final, Any, Generator
+#
+# import pytest
+# from docker.models.containers import Container
+#
+# from testcontainers.core import utils
+# from testcontainers.core.config import testcontainers_config as tcc
+# from testcontainers.core.labels import SESSION_ID
+# from testcontainers.core.network import Network
+# from testcontainers.core.container import DockerContainer
+# from testcontainers.core.docker_client import DockerClient, LOGGER
+# from testcontainers.core.utils import inside_container
+# from testcontainers.core.utils import is_mac
+# from testcontainers.core.waiting_utils import wait_for_logs
+#
+#
+# def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
+#     # get ip address for DOCKER_HOST
+#     # avoiding DockerContainer class here to prevent code changes affecting the test
+#     docker_host_ip = client.bridge_ip(dind.id)
+#     # Wait for startup
+#     timeout = 10
+#     start_wait = time.perf_counter()
+#     while True:
+#         try:
+#             with socket.create_connection((docker_host_ip, 2375), timeout=timeout):
+#                 break
+#         except ConnectionRefusedError:
+#             if time.perf_counter() - start_wait > timeout:
+#                 raise RuntimeError("Docker in docker took longer than 10 seconds to start")
+#             time.sleep(0.01)
+#     return docker_host_ip
+#
+#
+# @pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+# def test_wait_for_logs_docker_in_docker():
+#     # real dind isn't possible (AFAIK) in CI
+#     # forwarding the socket to a container port is at least somewhat the same
+#     client = DockerClient()
+#     not_really_dind = client.run(
+#         image="alpine/socat",
+#         command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
+#         volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
+#         detach=True,
+#     )
+#
+#     not_really_dind.start()
+#     docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
+#     docker_host = f"tcp://{docker_host_ip}:2375"
+#
+#     with DockerContainer(
+#         image="hello-world",
+#         docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
+#     ) as container:
+#         assert container.get_container_host_ip() == docker_host_ip
+#         wait_for_logs(container, "Hello from Docker!")
+#         stdout, stderr = container.get_logs()
+#         assert stdout, "There should be something on stdout"
+#
+#     not_really_dind.stop()
+#     not_really_dind.remove()
+#
+#
+# @pytest.mark.skipif(
+#     is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
+# )
+# def test_dind_inherits_network():
+#     client = DockerClient()
+#     try:
+#         custom_network = client.client.networks.create("custom_network", driver="bridge", check_duplicate=True)
+#     except Exception:
+#         custom_network = client.client.networks.list(names=["custom_network"])[0]
+#     not_really_dind = client.run(
+#         image="alpine/socat",
+#         command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
+#         volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
+#         detach=True,
+#     )
+#
+#     not_really_dind.start()
+#
+#     docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
+#     docker_host = f"tcp://{docker_host_ip}:2375"
+#
+#     with DockerContainer(
+#         image="hello-world",
+#         docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
+#     ) as container:
+#         assert container.get_container_host_ip() == docker_host_ip
+#         # Check the gateways are the same, so they can talk to each other
+#         assert container.get_docker_client().gateway_ip(container.get_wrapped_container().id) == client.gateway_ip(
+#             not_really_dind.id
+#         )
+#         wait_for_logs(container, "Hello from Docker!")
+#         stdout, stderr = container.get_logs()
+#         assert stdout, "There should be something on stdout"
+#
+#     not_really_dind.stop()
+#     not_really_dind.remove()
+#     custom_network.remove()
+#
+#
+# @contextlib.contextmanager
+# def print_surround_header(what: str, header_len: int = 80) -> Generator[None, None, None]:
+#     """
+#     Helper to visually mark a block with headers
+#     """
+#     start = f"#   Beginning of {what}"
+#     end = f"#   End of {what}"
+#
+#     print("\n")
+#     print("#" * header_len)
+#     print(start + " " * (header_len - len(start) - 1) + "#")
+#     print("#" * header_len)
+#     print("\n")
+#
+#     yield
+#
+#     print("\n")
+#     print("#" * header_len)
+#     print(end + " " * (header_len - len(end) - 1) + "#")
+#     print("#" * header_len)
+#     print("\n")
+#
+#
+# EXPECTED_NETWORK_VAR: Final[str] = "TCC_EXPECTED_NETWORK"
+#
+#
+# def get_docker_info() -> dict[str, Any]:
+#     client = DockerClient().client
+#
+#     # Get Docker version info
+#     version_info = client.version()
+#
+#     # Get Docker system info
+#     system_info = client.info()
+#
+#     # Get container inspections
+#     containers = client.containers.list(all=True)  # List all containers (running or not)
+#     container_inspections = {container.name: container.attrs for container in containers}
+#
+#     # Return as a dictionary
+#     return {"version_info": version_info, "system_info": system_info, "container_inspections": container_inspections}
+#
+#
+# # see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
+# @pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
+# @pytest.mark.inside_docker_check
+# @pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
+# def test_find_host_network_in_dood() -> None:
+#     """
+#     Check that the correct host network is found for DooD
+#     """
+#     LOGGER.info(f"Running container id={utils.get_running_in_container_id()}")
+#     # Get some debug information in the hope this helps to find
+#     LOGGER.info(f"hostname: {socket.gethostname()}")
+#     LOGGER.info(f"docker info: {json.dumps(get_docker_info(), indent=2)}")
+#     assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
+#
+#
+# @pytest.mark.skipif(
+#     is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+# )
+# @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
+# def test_dood(python_testcontainer_image: str) -> None:
+#     """
+#     Run tests marked as inside_docker_check inside docker out of docker
+#     """
+#
+#     docker_sock = tcc.ryuk_docker_socket
+#     with Network() as network:
+#         with (
+#             DockerContainer(
+#                 image=python_testcontainer_image,
+#             )
+#             .with_command("poetry run pytest -m inside_docker_check")
+#             .with_volume_mapping(docker_sock, docker_sock, "rw")
+#             # test also that the correct network was found
+#             # but only do this if not already inside a container
+#             # as there for some reason this doesn't work
+#             .with_env(EXPECTED_NETWORK_VAR, "" if inside_container() else network.name)
+#             .with_env("RYUK_RECONNECTION_TIMEOUT", "1s")
+#             .with_network(network)
+#         ) as container:
+#             status = container.get_wrapped_container().wait()
+#             stdout, stderr = container.get_logs()
+#             # ensure ryuk removed the containers created inside container
+#             # because they are bound our network the deletion of the network
+#             # would fail otherwise
+#             time.sleep(1.1)
+#
+#     # Show what was done inside test
+#     with print_surround_header("test_dood results"):
+#         print(stdout.decode("utf-8", errors="replace"))
+#         print(stderr.decode("utf-8", errors="replace"))
+#     assert status["StatusCode"] == 0
+#
+#
+# def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
+#     """
+#     Run selected tests in Docker in Docker
+#     """
+#     cert_dir = tmp_path / "certs"
+#     dind_name = f"docker_{SESSION_ID}"
+#     with Network() as network:
+#         with (
+#             DockerContainer(image="docker:dind", privileged=True)
+#             .with_name(dind_name)
+#             .with_volume_mapping(str(cert_dir), "/certs", "rw")
+#             .with_env("DOCKER_TLS_CERTDIR", "/certs/docker")
+#             .with_env("DOCKER_TLS_VERIFY", "1")
+#             .with_network(network)
+#             .with_network_aliases("docker")
+#         ) as dind_container:
+#             wait_for_logs(dind_container, "API listen on")
+#             client_dir = cert_dir / "docker" / "client"
+#             ca_file = client_dir / "ca.pem"
+#             assert ca_file.is_file()
+#             try:
+#                 with (
+#                     DockerContainer(image=python_testcontainer_image)
+#                     .with_command("poetry run pytest -m inside_docker_check")
+#                     .with_volume_mapping(str(cert_dir), "/certs")
+#                     # for some reason the docker client does not respect
+#                     # DOCKER_TLS_CERTDIR and looks in /root/.docker instead
+#                     .with_volume_mapping(str(client_dir), "/root/.docker")
+#                     .with_env("DOCKER_TLS_CERTDIR", "/certs/docker/client")
+#                     .with_env("DOCKER_TLS_VERIFY", "1")
+#                     # docker port is 2376 for https, 2375 for http
+#                     .with_env("DOCKER_HOST", "tcp://docker:2376")
+#                     .with_network(network)
+#                 ) as test_container:
+#                     status = test_container.get_wrapped_container().wait()
+#                     stdout, stderr = test_container.get_logs()
+#             finally:
+#                 # ensure the certs are deleted from inside the container
+#                 # as they might be owned by root it otherwise could lead to problems
+#                 # with pytest cleanup
+#                 dind_container.exec("rm -rf /certs/docker")
+#                 dind_container.exec("chmod -R a+rwX /certs")
+#
+#     # Show what was done inside test
+#     with print_surround_header("test_dood results"):
+#         print(stdout.decode("utf-8", errors="replace"))
+#         print(stderr.decode("utf-8", errors="replace"))
+#     assert status["StatusCode"] == 0
diff --git a/core/tests/test_protocol_compliance.py b/core/tests/test_protocol_compliance.py
new file mode 100644
index 000000000..b3fb87bd1
--- /dev/null
+++ b/core/tests/test_protocol_compliance.py
@@ -0,0 +1,73 @@
+"""Test protocol compliance for wait strategy targets."""
+
+import pytest
+from typing import get_type_hints
+
+from testcontainers.core.waiting_utils import WaitStrategyTarget
+from testcontainers.core.container import DockerContainer
+from testcontainers.compose.compose import ComposeContainer
+
+
+def test_docker_container_implements_wait_strategy_target():
+    """Test that DockerContainer implements all WaitStrategyTarget protocol methods."""
+    container = DockerContainer("hello-world")
+
+    # Check all required methods exist
+    assert hasattr(container, "get_container_host_ip")
+    assert hasattr(container, "get_exposed_port")
+    assert hasattr(container, "get_wrapped_container")
+    assert hasattr(container, "get_logs")
+    assert hasattr(container, "reload")
+    assert hasattr(container, "status")
+
+    # Check method signatures are callable
+    assert callable(container.get_container_host_ip)
+    assert callable(container.get_exposed_port)
+    assert callable(container.get_wrapped_container)
+    assert callable(container.get_logs)
+    assert callable(container.reload)
+
+    # Status should be a property
+    assert isinstance(container.__class__.status, property)
+
+
+def test_compose_container_implements_wait_strategy_target():
+    """Test that ComposeContainer implements all WaitStrategyTarget protocol methods."""
+    container = ComposeContainer()
+
+    # Check all required methods exist
+    assert hasattr(container, "get_container_host_ip")
+    assert hasattr(container, "get_exposed_port")
+    assert hasattr(container, "get_wrapped_container")
+    assert hasattr(container, "get_logs")
+    assert hasattr(container, "reload")
+    assert hasattr(container, "status")
+
+    # Check method signatures are callable
+    assert callable(container.get_container_host_ip)
+    assert callable(container.get_exposed_port)
+    assert callable(container.get_wrapped_container)
+    assert callable(container.get_logs)
+    assert callable(container.reload)
+
+    # Status should be a property
+    assert isinstance(container.__class__.status, property)
+
+
+def test_protocol_typing_compatibility():
+    """Test that both classes can be used where WaitStrategyTarget is expected."""
+
+    def function_expecting_protocol(target: WaitStrategyTarget) -> str:
+        """A function that expects a WaitStrategyTarget."""
+        return "accepted"
+
+    # These should work without type errors (structural typing)
+    docker_container = DockerContainer("hello-world")
+    compose_container = ComposeContainer()
+
+    # If the classes properly implement the protocol, these should work
+    result1 = function_expecting_protocol(docker_container)
+    result2 = function_expecting_protocol(compose_container)
+
+    assert result1 == "accepted"
+    assert result2 == "accepted"
diff --git a/core/tests/test_wait_strategies.py b/core/tests/test_wait_strategies.py
new file mode 100644
index 000000000..9ef4d2584
--- /dev/null
+++ b/core/tests/test_wait_strategies.py
@@ -0,0 +1,150 @@
+import itertools
+import re
+import time
+import typing
+from datetime import timedelta
+from unittest.mock import Mock, patch
+
+import pytest
+
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
+from testcontainers.core.waiting_utils import WaitStrategy
+
+if typing.TYPE_CHECKING:
+    from testcontainers.core.waiting_utils import WaitStrategyTarget
+
+
+class ConcreteWaitStrategy(WaitStrategy):
+    """Concrete implementation for testing abstract base class."""
+
+    def wait_until_ready(self, container: "WaitStrategyTarget") -> None:
+        # Simple implementation that just waits a bit
+        time.sleep(0.1)
+
+
+class TestWaitStrategy:
+    """Test the base WaitStrategy class."""
+
+    def test_wait_strategy_initialization(self):
+        strategy = ConcreteWaitStrategy()
+        assert strategy._startup_timeout > 0
+        assert strategy._poll_interval > 0
+
+    @pytest.mark.parametrize(
+        "timeout_value,expected_seconds",
+        [
+            (30, 30),
+            (timedelta(seconds=45), 45),
+            (60, 60),
+            (timedelta(minutes=2), 120),
+        ],
+        ids=[
+            "timeout_int_30_seconds",
+            "timeout_timedelta_45_seconds",
+            "timeout_int_60_seconds",
+            "timeout_timedelta_2_minutes",
+        ],
+    )
+    def test_with_startup_timeout(self, timeout_value, expected_seconds):
+        strategy = ConcreteWaitStrategy()
+        result = strategy.with_startup_timeout(timeout_value)
+        assert result is strategy
+        assert strategy._startup_timeout == expected_seconds
+
+    @pytest.mark.parametrize(
+        "interval_value,expected_seconds",
+        [
+            (2.5, 2.5),
+            (timedelta(seconds=3), 3.0),
+            (0.1, 0.1),
+            (timedelta(milliseconds=500), 0.5),
+        ],
+        ids=[
+            "interval_float_2_5_seconds",
+            "interval_timedelta_3_seconds",
+            "interval_float_0_1_seconds",
+            "interval_timedelta_500_milliseconds",
+        ],
+    )
+    def test_with_poll_interval(self, interval_value, expected_seconds):
+        strategy = ConcreteWaitStrategy()
+        result = strategy.with_poll_interval(interval_value)
+        assert result is strategy
+        assert strategy._poll_interval == expected_seconds
+
+    def test_abstract_method(self):
+        # Test that abstract base class cannot be instantiated
+        with pytest.raises(TypeError, match="Can't instantiate abstract class"):
+            WaitStrategy()  # type: ignore[abstract]
+
+
+class TestLogMessageWaitStrategy:
+    """Test the LogMessageWaitStrategy class."""
+
+    @pytest.mark.parametrize(
+        "message,times,predicate_streams_and",
+        [
+            ("test message", 1, False),
+            (re.compile(r"test\d+"), 1, False),
+            ("test", 3, False),
+            ("test", 1, True),
+            ("ready", 2, True),
+        ],
+        ids=[
+            "simple_string_message",
+            "regex_pattern_message",
+            "message_with_times_3",
+            "message_with_predicate_streams_and_true",
+            "ready_message_with_times_and_predicate",
+        ],
+    )
+    def test_log_message_wait_strategy_initialization(self, message, times, predicate_streams_and):
+        strategy = LogMessageWaitStrategy(message, times=times, predicate_streams_and=predicate_streams_and)
+
+        if isinstance(message, str):
+            assert strategy._message.pattern == message
+        else:
+            assert strategy._message is message
+
+        assert strategy._times == times
+        assert strategy._predicate_streams_and is predicate_streams_and
+
+    @pytest.mark.parametrize(
+        "container_logs,expected_message,should_succeed",
+        [
+            ((b"test message", b""), "test message", True),
+            ((b"", b"test message"), "test message", True),
+            ((b"no match", b""), "test message", False),
+            ((b"test123", b""), re.compile(r"test\d+"), True),
+            ((b"test", b""), re.compile(r"test\d+"), False),
+        ],
+        ids=[
+            "stdout_contains_message_success",
+            "stderr_contains_message_success",
+            "no_message_match_failure",
+            "regex_pattern_match_success",
+            "regex_pattern_no_match_failure",
+        ],
+    )
+    @patch("time.time")
+    @patch("time.sleep")
+    def test_wait_until_ready(self, mock_sleep, mock_time, container_logs, expected_message, should_succeed):
+        strategy = LogMessageWaitStrategy(expected_message)
+        mock_container = Mock()
+        mock_container.get_logs.return_value = container_logs
+        # Mock the wrapped container to simulate a running container
+        mock_wrapped = Mock()
+        mock_wrapped.status = "running"
+        mock_wrapped.reload.return_value = None
+        mock_container.get_wrapped_container.return_value = mock_wrapped
+        # Configure time mock to simulate timeout for failure cases
+        if should_succeed:
+            mock_time.side_effect = [0, 1]
+        else:
+            mock_time.side_effect = itertools.count(start=0, step=1)
+        if should_succeed:
+            strategy.wait_until_ready(mock_container)
+            mock_container.get_logs.assert_called_once()
+        else:
+            with pytest.raises(TimeoutError):
+                strategy.wait_until_ready(mock_container)
diff --git a/core/tests/test_wait_strategies_integration.py b/core/tests/test_wait_strategies_integration.py
new file mode 100644
index 000000000..4e090ab80
--- /dev/null
+++ b/core/tests/test_wait_strategies_integration.py
@@ -0,0 +1,88 @@
+import tempfile
+import time
+from pathlib import Path
+
+import pytest
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
+
+
+class TestRealDockerIntegration:
+    """Integration tests using real Docker containers."""
+
+    def test_log_message_wait_strategy_with_real_container(self):
+        """Test LogMessageWaitStrategy with a real container that outputs known logs."""
+        strategy = LogMessageWaitStrategy("Hello from Docker!")
+
+        with DockerContainer("hello-world").waiting_for(strategy) as container:
+            # If we get here, the strategy worked
+            assert container.get_wrapped_container() is not None
+
+    def test_wait_strategy_timeout_with_real_container(self):
+        """Test that wait strategies properly timeout with real containers."""
+        # Use a very short timeout with a condition that won't be met
+        strategy = LogMessageWaitStrategy("this_message_will_never_appear").with_startup_timeout(2)
+
+        with pytest.raises(TimeoutError):
+            with DockerContainer("alpine:latest").with_command("sleep 10").waiting_for(strategy):
+                pass  # Should not reach here
+
+
+class TestDockerComposeIntegration:
+    """Integration tests for wait strategies with Docker Compose."""
+
+    def test_compose_service_wait_strategies(self):
+        """Test that wait strategies work with Docker Compose services."""
+        from testcontainers.compose import DockerCompose
+        import tempfile
+        from pathlib import Path
+
+        # Use basic_multiple fixture with two alpine services that output logs
+        compose = DockerCompose(
+            context=Path(__file__).parent / "compose_fixtures" / "basic_multiple",
+            compose_file_name="docker-compose.yaml",
+        )
+
+        # Configure wait strategies for both services
+        # Wait for the date output that these containers produce
+        compose.waiting_for(
+            {
+                "alpine1": LogMessageWaitStrategy("202").with_startup_timeout(30),  # Date includes year 202X
+                "alpine2": LogMessageWaitStrategy("202").with_startup_timeout(30),  # Date includes year 202X
+            }
+        )
+
+        with compose:
+            # Verify both services are running
+            container1 = compose.get_container("alpine1")
+            container2 = compose.get_container("alpine2")
+
+            assert container1.State == "running"
+            assert container2.State == "running"
+
+            # Verify logs contain expected patterns
+            logs1 = container1.get_logs()
+            logs2 = container2.get_logs()
+
+            # Both containers should have date output (which contains "202" for year 202X)
+            assert any(b"202" in log for log in logs1)
+            assert any(b"202" in log for log in logs2)
+
+    def test_compose_wait_strategy_timeout(self):
+        """Test that compose wait strategies properly timeout."""
+        from testcontainers.compose import DockerCompose
+        from pathlib import Path
+
+        compose = DockerCompose(
+            context=Path(__file__).parent / "compose_fixtures" / "basic", compose_file_name="docker-compose.yaml"
+        )
+
+        # Use a wait strategy that will never succeed with very short timeout
+        compose.waiting_for(
+            {"alpine": LogMessageWaitStrategy("this_message_will_never_appear").with_startup_timeout(2)}
+        )
+
+        with pytest.raises(TimeoutError):
+            with compose:
+                pass  # Should not reach here
diff --git a/core/tests/test_waiting_utils.py b/core/tests/test_waiting_utils.py
index 1e684fc46..bd77fc25d 100644
--- a/core/tests/test_waiting_utils.py
+++ b/core/tests/test_waiting_utils.py
@@ -1,7 +1,7 @@
 import pytest
 
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.waiting_utils import wait_for_logs, wait_for, wait_container_is_ready
 
 
 def test_wait_for_logs() -> None:
@@ -12,3 +12,27 @@ def test_wait_for_logs() -> None:
 def test_timeout_is_raised_when_waiting_for_logs() -> None:
     with pytest.raises(TimeoutError), DockerContainer("alpine").with_command("sleep 2") as container:
         wait_for_logs(container, "Hello from Docker!", timeout=1e-3)
+
+
+def test_wait_container_is_ready_decorator_basic() -> None:
+    """Test the basic wait_container_is_ready decorator functionality."""
+
+    @wait_container_is_ready()
+    def simple_check() -> bool:
+        return True
+
+    result = simple_check()
+    assert result is True
+
+
+def test_wait_container_is_ready_decorator_with_container() -> None:
+    """Test wait_container_is_ready decorator with a real container."""
+
+    @wait_container_is_ready()
+    def check_container_logs(container: DockerContainer) -> bool:
+        stdout, stderr = container.get_logs()
+        return b"Hello from Docker!" in stdout or b"Hello from Docker!" in stderr
+
+    with DockerContainer("hello-world") as container:
+        result = check_container_logs(container)
+        assert result is True
diff --git a/pyproject.toml b/pyproject.toml
index 331cd1762..5cc321975 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -212,6 +212,12 @@ log_cli_level = "INFO"
 markers = [
     "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected",
 ]
+filterwarnings = [
+    # Suppress expected deprecation warnings for backwards compatibility testing
+    "ignore:The @wait_container_is_ready decorator is deprecated.*:DeprecationWarning",
+    "ignore:The wait_for function is deprecated and will be removed in a future version.*:DeprecationWarning",
+    "ignore:The wait_for_logs function with string or callable predicates is deprecated.*:DeprecationWarning",
+]
 
 [tool.coverage.run]
 branch = true

From a072f3fad46b3b3e7c5bea6255f27b79826aaf5f Mon Sep 17 00:00:00 2001
From: Samuel Williams <samuelhwilliams@users.noreply.github.com>
Date: Thu, 7 Aug 2025 14:04:46 +0100
Subject: [PATCH 047/208] fix(core): Make TC_POOLING_INTERVAL/sleep_time a
 float (#839)

This config variable gets passed into `time.sleep`, which can work with
ints and floats. Making this a float type allows polling intervals under
a second, which can reduce startup times for containers that spin up
very quickly.

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/config.py        | 4 ++--
 core/testcontainers/core/waiting_utils.py | 6 +++---
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index e521bd4d1..9eac25e0c 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -97,7 +97,7 @@ def read_tc_properties() -> dict[str, str]:
 @dataclass
 class TestcontainersConfiguration:
     max_tries: int = int(environ.get("TC_MAX_TRIES", "120"))
-    sleep_time: int = int(environ.get("TC_POOLING_INTERVAL", "1"))
+    sleep_time: float = float(environ.get("TC_POOLING_INTERVAL", "1"))
     ryuk_image: str = environ.get("RYUK_CONTAINER_IMAGE", "testcontainers/ryuk:0.8.1")
     ryuk_privileged: bool = get_bool_env("TESTCONTAINERS_RYUK_PRIVILEGED")
     ryuk_disabled: bool = get_bool_env("TESTCONTAINERS_RYUK_DISABLED")
@@ -130,7 +130,7 @@ def tc_properties_get_tc_host(self) -> Union[str, None]:
         return self.tc_properties.get("tc.host")
 
     @property
-    def timeout(self) -> int:
+    def timeout(self) -> float:
         return self.max_tries * self.sleep_time
 
     @property
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index d83101d05..7775fce98 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -73,15 +73,15 @@ class WaitStrategy(ABC):
     """Base class for all wait strategies."""
 
     def __init__(self) -> None:
-        self._startup_timeout: int = config.timeout
+        self._startup_timeout: float = config.timeout
         self._poll_interval: float = config.sleep_time
 
     def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "WaitStrategy":
         """Set the maximum time to wait for the container to be ready."""
         if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
+            self._startup_timeout = float(int(timeout.total_seconds()))
         else:
-            self._startup_timeout = timeout
+            self._startup_timeout = float(timeout)
         return self
 
     def with_poll_interval(self, interval: Union[float, timedelta]) -> "WaitStrategy":

From fe206eb48ee9e18623761926900bfc33a8a869a7 Mon Sep 17 00:00:00 2001
From: mavcook <16587643+mavcook@users.noreply.github.com>
Date: Thu, 7 Aug 2025 21:20:50 -0700
Subject: [PATCH 048/208] feat(core): DockerCompose: support list of env_files
 (#847)

It is useful to be able to pass a list of `env_file`s, especially since
you can pass a list of `compose_file_name`s.
Builds upon
https://github.com/testcontainers/testcontainers-python/pull/135,
matching `compose_file_name`.
---
 core/testcontainers/compose/compose.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 86f8b2397..9441010d5 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -173,7 +173,7 @@ class DockerCompose:
             Wait for the services to be healthy
             (as per healthcheck definitions in the docker compose configuration)
         env_file:
-            Path to an '.env' file containing environment variables
+            Path(s) to an '.env' file containing environment variables
             to pass to docker compose.
         services:
             The list of services to use from this DockerCompose.
@@ -210,7 +210,7 @@ class DockerCompose:
     build: bool = False
     wait: bool = True
     keep_volumes: bool = False
-    env_file: Optional[str] = None
+    env_file: Optional[Union[str, list[str]]] = None
     services: Optional[list[str]] = None
     docker_command_path: Optional[str] = None
     profiles: Optional[list[str]] = None
@@ -219,6 +219,8 @@ class DockerCompose:
     def __post_init__(self) -> None:
         if isinstance(self.compose_file_name, str):
             self.compose_file_name = [self.compose_file_name]
+        if isinstance(self.env_file, str):
+            self.env_file = [self.env_file]
 
     def __enter__(self) -> "DockerCompose":
         self.start()
@@ -247,7 +249,8 @@ def compose_command_property(self) -> list[str]:
         if self.profiles:
             docker_compose_cmd += [item for profile in self.profiles for item in ["--profile", profile]]
         if self.env_file:
-            docker_compose_cmd += ["--env-file", self.env_file]
+            for env_file in self.env_file:
+                docker_compose_cmd += ["--env-file", env_file]
         return docker_compose_cmd
 
     def waiting_for(self, strategies: dict[str, WaitStrategy]) -> "DockerCompose":

From fc4155eb70509ba236fff771c2f8973667acb098 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Tue, 19 Aug 2025 19:43:16 -0400
Subject: [PATCH 049/208] fix: assert-in-get_container_host_ip-before-start
 (#862)

---
 core/testcontainers/core/container.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index d40eddade..dc5470c3d 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -226,15 +226,17 @@ def get_container_host_ip(self) -> str:
         connection_mode: ConnectionMode
         connection_mode = self.get_docker_client().get_connection_mode()
 
-        # mypy:
-        container = self._container
-        assert container is not None
-
         if connection_mode == ConnectionMode.docker_host:
             return self.get_docker_client().host()
         elif connection_mode == ConnectionMode.gateway_ip:
+            # mypy:
+            container = self._container
+            assert container is not None
             return self.get_docker_client().gateway_ip(container.id)
         elif connection_mode == ConnectionMode.bridge_ip:
+            # mypy:
+            container = self._container
+            assert container is not None
             return self.get_docker_client().bridge_ip(container.id)
         else:
             # ensure that we covered all possible connection_modes

From b21e5e38075ddbd71fb4f97e843abc104dec6beb Mon Sep 17 00:00:00 2001
From: Adam Dendek <ar4th0rn@gmail.com>
Date: Mon, 25 Aug 2025 20:15:54 +0200
Subject: [PATCH 050/208] feat(azurite): Enhance connection string generation
 for network and local access (#859)

**Resolves #851**

This Pull Request enhances the `AzuriteContainer` to provide more
flexible and robust connection strings, specifically enabling seamless
communication between Azurite and other containers within the same
Docker network. It also clarifies access from the local host, addressing
the need for distinct connection types in containerized testing
environments.

---

### Key Changes

* **Introduces `ConnectionStringType` enum:** This new enum allows
specifying the intended access pattern when requesting an Azurite
connection string:
* `NETWORK`: Optimized for inter-container communication, leveraging
Docker network aliases for direct connectivity.
* `LOCALHOST`: Designed for access from the host machine, utilizing
dynamically exposed ports and the Docker host IP.
* **Refactored `get_connection_string`:** The main method now dispatches
to the appropriate internal function based on the `ConnectionStringType`
provided.
* **Improved `get_external_connection_string`:** This method has been
enhanced to intelligently prioritize network aliases for inter-container
communication and provide a robust fallback to the Docker host IP for
other scenarios.
* **Comprehensive Unit Test:** A new test case,
`test_azurite_inter_container_communication_with_network_string`, has
been added to thoroughly validate both network-based and local
host-based connection string functionality.
* **Enhanced Docstrings:** All relevant methods within
`AzuriteContainer` and the associated example application
(`network_container.py`) have received updated and more detailed
docstrings for improved clarity and usage guidance.

---

### Testing

To validate these functionalities, the new test case
`test_azurite_inter_container_communication_with_network_string` was
introduced. This test specifically verifies:
* **Inter-container communication:** An external application container
successfully connects to Azurite using the `NETWORK` connection string
(via its network alias) and performs an operation (e.g., creates a blob
container).
* **Local host access verification:** The operation performed by the
external container is then successfully verified from the local test
machine using the `LOCALHOST` connection string, confirming data
persistence and accessibility.

---

### Concerns and Questions

As this is my first contribution to this repository, I've aimed for
comprehensive docstrings and clear code. I'm open to feedback on their
level of detail, adherence to project conventions, or any other aspect
of the implementation.

Please let me know if any further changes or clarifications are needed.
---
 .../testcontainers/azurite/__init__.py        | 124 +++++++++++++++++-
 .../samples/network_container/Dockerfile      |  12 ++
 .../network_container/netowrk_container.py    |  27 ++++
 modules/azurite/tests/test_azurite.py         |  66 +++++++++-
 4 files changed, 227 insertions(+), 2 deletions(-)
 create mode 100644 modules/azurite/tests/samples/network_container/Dockerfile
 create mode 100644 modules/azurite/tests/samples/network_container/netowrk_container.py

diff --git a/modules/azurite/testcontainers/azurite/__init__.py b/modules/azurite/testcontainers/azurite/__init__.py
index 6d088651b..f4e76d670 100644
--- a/modules/azurite/testcontainers/azurite/__init__.py
+++ b/modules/azurite/testcontainers/azurite/__init__.py
@@ -10,6 +10,7 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
+import enum
 import os
 import socket
 from typing import Optional
@@ -19,6 +20,20 @@
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
 
+class ConnectionStringType(enum.Enum):
+    """
+    Enumeration for specifying the type of connection string to generate for Azurite.
+
+    :cvar LOCALHOST: Represents a connection string for access from the host machine
+                     where the tests are running.
+    :cvar NETWORK: Represents a connection string for access from another container
+                   within the same Docker network as the Azurite container.
+    """
+
+    LOCALHOST = "localhost"
+    NETWORK = "network"
+
+
 class AzuriteContainer(DockerContainer):
     """
     The example below spins up an Azurite container and
@@ -73,7 +88,45 @@ def __init__(
         self.with_exposed_ports(blob_service_port, queue_service_port, table_service_port)
         self.with_env("AZURITE_ACCOUNTS", f"{self.account_name}:{self.account_key}")
 
-    def get_connection_string(self) -> str:
+    def get_connection_string(
+        self, connection_string_type: ConnectionStringType = ConnectionStringType.LOCALHOST
+    ) -> str:
+        """Retrieves the appropriate connection string for the Azurite container based on the specified access type.
+
+        This method acts as a dispatcher, returning a connection string optimized
+        either for access from the host machine or for inter-container communication within the same Docker network.
+
+        :param connection_string_type: The type of connection string to generate.
+                Use :attr:`ConnectionStringType.LOCALHOST` for connections
+                    from the machine running the tests (default), or
+                :attr:`ConnectionStringType.NETWORK` for connections
+                    from other containers within the same Docker network.
+        :type connection_string_type: ConnectionStringType
+        :return: The generated Azurite connection string.
+        :rtype: str
+        :raises ValueError: If an unrecognized `connection_string_type` is provided.
+        """
+        if connection_string_type == ConnectionStringType.LOCALHOST:
+            return self.__get_local_connection_string()
+        elif connection_string_type == ConnectionStringType.NETWORK:
+            return self.__get_external_connection_string()
+        else:
+            raise ValueError(
+                f"unrecognized connection string type {connection_string_type}, "
+                f"Supported values are ConnectionStringType.LOCALHOST or ConnectionStringType.NETWORK "
+            )
+
+    def __get_local_connection_string(self) -> str:
+        """Generates a connection string for Azurite accessible from the local host machine.
+
+        This connection string uses the Docker host IP address (obtained via
+        :meth:`testcontainers.core.container.DockerContainer.get_container_host_ip`)
+        and the dynamically exposed ports of the Azurite container. This ensures that
+        clients running on the host can connect successfully to the Azurite services.
+
+        :return: The Azurite connection string for local host access.
+        :rtype: str
+        """
         host_ip = self.get_container_host_ip()
         connection_string = (
             f"DefaultEndpointsProtocol=http;AccountName={self.account_name};AccountKey={self.account_key};"
@@ -96,6 +149,75 @@ def get_connection_string(self) -> str:
 
         return connection_string
 
+    def __get_external_connection_string(self) -> str:
+        """Generates a connection string for Azurite, primarily optimized for
+        inter-container communication within a custom Docker network.
+
+        This method attempts to provide the most suitable connection string
+        based on the container's network configuration:
+
+        - **For Inter-Container Communication (Recommended):** If the Azurite container is
+          part of a custom Docker network and has network aliases configured,
+          the connection string will use the first network alias as the hostname
+          and the internal container ports (e.g., #$#`http://<alias>:<internal_port>/<account_name>`#$#).
+          This is the most efficient and robust way for other containers
+          in the same network to connect to Azurite, leveraging Docker's internal DNS.
+
+        - **Fallback for Non-Networked/Aliased Scenarios:** If the container is
+          not on a custom network with aliases (e.g., running on the default
+          bridge network without explicit aliases), the method falls back to
+          using the Docker host IP (obtained via
+          :meth:`testcontainers.core.container.DockerContainer.get_container_host_ip`)
+          and the dynamically exposed ports (e.g., #$#`http://<host_ip>:<exposed_port>/<account_name>`#$#).
+          While this connection string is technically "external" to the container,
+          it primarily facilitates connections *from the host machine*.
+
+        :return: The generated Azurite connection string.
+        :rtype: str
+        """
+        # Check if we're on a custom network and have network aliases
+        if hasattr(self, "_network") and self._network and hasattr(self, "_network_aliases") and self._network_aliases:
+            # Use the first network alias for inter-container communication
+            host_ip = self._network_aliases[0]
+            # When using network aliases, use the internal container ports
+            blob_port = self.blob_service_port
+            queue_port = self.queue_service_port
+            table_port = self.table_service_port
+        else:
+            # Use the Docker host IP for external connections
+            host_ip = self.get_container_host_ip()
+            # When using host IP, use the exposed ports
+            blob_port = (
+                self.get_exposed_port(self.blob_service_port)
+                if self.blob_service_port in self.ports
+                else self.blob_service_port
+            )
+            queue_port = (
+                self.get_exposed_port(self.queue_service_port)
+                if self.queue_service_port in self.ports
+                else self.queue_service_port
+            )
+            table_port = (
+                self.get_exposed_port(self.table_service_port)
+                if self.table_service_port in self.ports
+                else self.table_service_port
+            )
+
+        connection_string = (
+            f"DefaultEndpointsProtocol=http;AccountName={self.account_name};AccountKey={self.account_key};"
+        )
+
+        if self.blob_service_port in self.ports:
+            connection_string += f"BlobEndpoint=http://{host_ip}:{blob_port}/{self.account_name};"
+
+        if self.queue_service_port in self.ports:
+            connection_string += f"QueueEndpoint=http://{host_ip}:{queue_port}/{self.account_name};"
+
+        if self.table_service_port in self.ports:
+            connection_string += f"TableEndpoint=http://{host_ip}:{table_port}/{self.account_name};"
+
+        return connection_string
+
     def start(self) -> "AzuriteContainer":
         super().start()
         self._connect()
diff --git a/modules/azurite/tests/samples/network_container/Dockerfile b/modules/azurite/tests/samples/network_container/Dockerfile
new file mode 100644
index 000000000..7ee7a2675
--- /dev/null
+++ b/modules/azurite/tests/samples/network_container/Dockerfile
@@ -0,0 +1,12 @@
+# Use an official Python runtime as a parent image
+FROM python:3.10-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+RUN pip install azure-storage-blob==12.19.0
+
+COPY ./netowrk_container.py netowrk_container.py
+EXPOSE 80
+# Define the command to run the application
+CMD ["python", "netowrk_container.py"]
diff --git a/modules/azurite/tests/samples/network_container/netowrk_container.py b/modules/azurite/tests/samples/network_container/netowrk_container.py
new file mode 100644
index 000000000..4831d4089
--- /dev/null
+++ b/modules/azurite/tests/samples/network_container/netowrk_container.py
@@ -0,0 +1,27 @@
+from azure.storage.blob import BlobClient, BlobServiceClient
+import os
+
+
+def hello_from_external_container():
+    """
+    Entry point function for a custom Docker container to test connectivity
+    and operations with Azurite (or Azure Blob Storage).
+
+    This function is designed to run inside a separate container within the
+    same Docker network as an Azurite instance. It retrieves connection
+    details from environment variables and attempts to create a new
+    blob container on the connected storage account.
+    """
+    connection_string = os.environ["AZURE_CONNECTION_STRING"]
+    container_to_create = os.environ["AZURE_CONTAINER"]
+    blob_service_client = BlobServiceClient.from_connection_string(connection_string)
+    # create dummy container just to make sure we can process the
+    try:
+        blob_service_client.create_container(name=container_to_create)
+        print("Azure Storage Container created.")
+    except Exception as e:
+        print(f"Something went wrong : {e}")
+
+
+if __name__ == "__main__":
+    hello_from_external_container()
diff --git a/modules/azurite/tests/test_azurite.py b/modules/azurite/tests/test_azurite.py
index 74230ab14..2ec3c7502 100644
--- a/modules/azurite/tests/test_azurite.py
+++ b/modules/azurite/tests/test_azurite.py
@@ -1,6 +1,24 @@
+import logging
+import time
+from pathlib import Path
+
 from azure.storage.blob import BlobServiceClient
 
-from testcontainers.azurite import AzuriteContainer
+from testcontainers.azurite import AzuriteContainer, ConnectionStringType
+
+from testcontainers.core.image import DockerImage
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.network import Network
+from testcontainers.core.waiting_utils import wait_for_logs
+
+
+logger = logging.getLogger(__name__)
+
+
+DOCKER_FILE_PATH = ".modules/azurite/tests/external_container_sample"
+IMAGE_TAG = "external_container:test"
+
+TEST_DIR = Path(__file__).parent
 
 
 def test_docker_run_azurite():
@@ -10,3 +28,49 @@ def test_docker_run_azurite():
         )
 
         blob_service_client.create_container("test-container")
+
+
+def test_docker_run_azurite_inter_container_communication():
+    """Tests inter-container communication between an Azurite container and a custom
+    application container within the same Docker network, while also verifying
+    local machine access to Azurite.
+
+    This test case validates the following:
+    1.  An Azurite container can be successfully started and configured with a
+        custom Docker network and a network alias.
+    2.  A custom application container can connect to the Azurite container
+        using a network-specific connection string (via its network alias)
+        within the shared Docker network.
+    3.  The Azurite container remains accessible from the local test machine
+        using a host-specific connection string.
+    4.  Operations performed by the custom container on Azurite (e.g., creating
+        a storage container) are visible and verifiable from the local machine.
+    """
+    container_name = "test-container"
+    with Network() as network:
+        with (
+            AzuriteContainer()
+            .with_network(network)
+            .with_network_aliases("azurite_server")
+            .with_exposed_ports(10000, 10000)
+            .with_exposed_ports(10001, 10001) as azurite_container
+        ):
+            network_connection_string = azurite_container.get_connection_string(ConnectionStringType.NETWORK)
+            local_connection_string = azurite_container.get_connection_string()
+            with DockerImage(path=TEST_DIR / "samples/network_container", tag=IMAGE_TAG) as image:
+                with (
+                    DockerContainer(image=str(image))
+                    .with_env("AZURE_CONNECTION_STRING", network_connection_string)
+                    .with_env("AZURE_CONTAINER", container_name)
+                    .with_network(network)
+                    .with_network_aliases("network_container")
+                    .with_exposed_ports(80, 80) as container
+                ):
+                    wait_for_logs(container, "Azure Storage Container created.")
+                blob_service_client = BlobServiceClient.from_connection_string(
+                    local_connection_string, api_version="2019-12-12"
+                )
+                # make sure the container was actually created
+                assert container_name in [
+                    blob_container["name"] for blob_container in blob_service_client.list_containers()
+                ]

From 350f246a3b6367d727046b8967a63d1c055cf324 Mon Sep 17 00:00:00 2001
From: laundry-96 <adelauney96@outlook.com>
Date: Tue, 26 Aug 2025 18:15:35 -0700
Subject: [PATCH 051/208] fix(core): improper reading of
 .testcontainers.properties (#863)

fix #864

The environment variables were not overridden from the
.testcontainers.properties file for ryuk variables. This causes the
properties file to never actually be used. This commit detects the
environment variable, and if unspecified falls back to the properties
file, and if not specified, defaults to false

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/config.py | 47 ++++++++++++++++------
 core/tests/test_config.py          | 62 ++++++++++++++++++++++++++++++
 2 files changed, 97 insertions(+), 12 deletions(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 9eac25e0c..cca5d65af 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -11,6 +11,8 @@
 
 import docker
 
+ENABLE_FLAGS = ("yes", "true", "t", "y", "1")
+
 
 class ConnectionMode(Enum):
     bridge_ip = "bridge_ip"
@@ -45,16 +47,6 @@ def get_docker_socket() -> str:
         return "/var/run/docker.sock"
 
 
-def get_bool_env(name: str) -> bool:
-    """
-    Get environment variable named `name` and convert it to bool.
-
-    Defaults to False.
-    """
-    value = environ.get(name, "")
-    return value.lower() in ("yes", "true", "t", "y", "1")
-
-
 TC_FILE = ".testcontainers.properties"
 TC_GLOBAL = Path.home() / TC_FILE
 
@@ -96,11 +88,20 @@ def read_tc_properties() -> dict[str, str]:
 
 @dataclass
 class TestcontainersConfiguration:
+    def _render_bool(self, env_name: str, prop_name: str) -> bool:
+        env_val = environ.get(env_name, None)
+        if env_val is not None:
+            return env_val.lower() in ENABLE_FLAGS
+        prop_val = self.tc_properties.get(prop_name, None)
+        if prop_val is not None:
+            return prop_val.lower() in ENABLE_FLAGS
+        return False
+
     max_tries: int = int(environ.get("TC_MAX_TRIES", "120"))
     sleep_time: float = float(environ.get("TC_POOLING_INTERVAL", "1"))
     ryuk_image: str = environ.get("RYUK_CONTAINER_IMAGE", "testcontainers/ryuk:0.8.1")
-    ryuk_privileged: bool = get_bool_env("TESTCONTAINERS_RYUK_PRIVILEGED")
-    ryuk_disabled: bool = get_bool_env("TESTCONTAINERS_RYUK_DISABLED")
+    _ryuk_privileged: Optional[bool] = None
+    _ryuk_disabled: Optional[bool] = None
     _ryuk_docker_socket: str = ""
     ryuk_reconnection_timeout: str = environ.get("RYUK_RECONNECTION_TIMEOUT", "10s")
     tc_properties: dict[str, str] = field(default_factory=read_tc_properties)
@@ -129,6 +130,28 @@ def docker_auth_config(self, value: str) -> None:
     def tc_properties_get_tc_host(self) -> Union[str, None]:
         return self.tc_properties.get("tc.host")
 
+    @property
+    def ryuk_privileged(self) -> bool:
+        if self._ryuk_privileged is not None:
+            return bool(self._ryuk_privileged)
+        self._ryuk_privileged = self._render_bool("TESTCONTAINERS_RYUK_PRIVILEGED", "ryuk.container.privileged")
+        return self._ryuk_privileged
+
+    @ryuk_privileged.setter
+    def ryuk_privileged(self, value: bool) -> None:
+        self._ryuk_privileged = value
+
+    @property
+    def ryuk_disabled(self) -> bool:
+        if self._ryuk_disabled is not None:
+            return bool(self._ryuk_disabled)
+        self._ryuk_disabled = self._render_bool("TESTCONTAINERS_RYUK_DISABLED", "ryuk.disabled")
+        return self._ryuk_disabled
+
+    @ryuk_disabled.setter
+    def ryuk_disabled(self, value: bool) -> None:
+        self._ryuk_disabled = value
+
     @property
     def timeout(self) -> float:
         return self.max_tries * self.sleep_time
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 30001d716..435860313 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -28,6 +28,68 @@ def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
         assert config.tc_properties == {"tc.host": "some_value"}
 
 
+def test_set_tc_properties(monkeypatch: MonkeyPatch) -> None:
+    """
+    Ensure the configuration file variables can be read if no environment variable is set
+    """
+    with tempfile.TemporaryDirectory() as tmpdirname:
+        file = f"{tmpdirname}/{TC_FILE}"
+        with open(file, "w") as f:
+            f.write("ryuk.disabled=true\n")
+            f.write("ryuk.container.privileged=false\n")
+
+        monkeypatch.setattr("testcontainers.core.config.TC_GLOBAL", file)
+
+        config = TCC()
+
+        assert config.ryuk_disabled == True
+        assert config.ryuk_privileged == False
+
+
+def test_override_tc_properties_1(monkeypatch: MonkeyPatch) -> None:
+    """
+    Ensure that we can re-set the configuration variables programattically to override
+    testcontainers.properties
+    """
+    with tempfile.TemporaryDirectory() as tmpdirname:
+        file = f"{tmpdirname}/{TC_FILE}"
+        with open(file, "w") as f:
+            f.write("ryuk.disabled=true\n")
+            f.write("ryuk.container.privileged=false\n")
+
+        monkeypatch.setattr("testcontainers.core.config.TC_GLOBAL", file)
+
+        config = TCC()
+        config.ryuk_disabled = False
+        config.ryuk_privileged = True
+
+        assert config.ryuk_disabled == False
+        assert config.ryuk_privileged == True
+
+
+def test_override_tc_properties_2(monkeypatch: MonkeyPatch) -> None:
+    """
+    Ensure that we can override the testcontainers.properties with environment variables
+    """
+    with tempfile.TemporaryDirectory() as tmpdirname:
+        file = f"{tmpdirname}/{TC_FILE}"
+        with open(file, "w") as f:
+            f.write("ryuk.disabled=true\n")
+            f.write("ryuk.container.privileged=false\n")
+
+        monkeypatch.setattr("testcontainers.core.config.TC_GLOBAL", file)
+
+        import os
+
+        os.environ["TESTCONTAINERS_RYUK_DISABLED"] = "false"
+        os.environ["TESTCONTAINERS_RYUK_PRIVILEGED"] = "true"
+
+        config = TCC()
+
+        assert config.ryuk_disabled == False
+        assert config.ryuk_privileged == True
+
+
 @mark.parametrize("docker_auth_config_env", ["key=value", ""])
 @mark.parametrize("warning_dict", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])
 @mark.parametrize("warning_dict_post", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])

From 60d21f875f49f52e170b0714e8790080a6cb4c71 Mon Sep 17 00:00:00 2001
From: Terry Smith <157417856+terry-docker@users.noreply.github.com>
Date: Tue, 26 Aug 2025 22:31:49 -0300
Subject: [PATCH 052/208] feat(core): add enhanced wait strategies (#855)

- Add HttpWaitStrategy for HTTP endpoint waiting with TLS, auth, headers
support
- Add HealthcheckWaitStrategy for Docker health check status monitoring
- Add PortWaitStrategy for TCP port availability checking
- Add FileExistsWaitStrategy for filesystem file existence waiting
- Add CompositeWaitStrategy for combining multiple wait conditions
- Include comprehensive unit tests for all new strategies
- Enhanced error messages with actionable hints for debugging
- Maintain backward compatibility with existing LogMessageWaitStrategy
- Fix mypy type annotations for all new wait strategies

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/wait_strategies.py | 679 +++++++++++++++++++-
 core/tests/test_wait_strategies.py          | 555 +++++++++++++++-
 2 files changed, 1220 insertions(+), 14 deletions(-)

diff --git a/core/testcontainers/core/wait_strategies.py b/core/testcontainers/core/wait_strategies.py
index a96275488..a1f5b112e 100644
--- a/core/testcontainers/core/wait_strategies.py
+++ b/core/testcontainers/core/wait_strategies.py
@@ -27,17 +27,18 @@
 """
 
 import re
+import socket
 import time
 from datetime import timedelta
-from typing import TYPE_CHECKING, Union
+from pathlib import Path
+from typing import Any, Callable, Optional, Union
+from urllib.error import HTTPError, URLError
+from urllib.request import Request, urlopen
 
 from testcontainers.core.utils import setup_logger
 
 # Import base classes from waiting_utils to make them available for tests
-from .waiting_utils import WaitStrategy
-
-if TYPE_CHECKING:
-    from .waiting_utils import WaitStrategyTarget
+from .waiting_utils import WaitStrategy, WaitStrategyTarget
 
 logger = setup_logger(__name__)
 
@@ -155,3 +156,671 @@ def wait_until_ready(self, container: "WaitStrategyTarget") -> None:
                 )
 
             time.sleep(self._poll_interval)
+
+
+class HttpWaitStrategy(WaitStrategy):
+    """
+    Wait for an HTTP endpoint to be available and return expected status code(s).
+
+    This strategy makes HTTP requests to a specified endpoint and waits for it to
+    return an acceptable status code. It supports various HTTP methods, headers,
+    authentication, and custom response validation.
+
+    Args:
+        port: The port number to connect to
+        path: The HTTP path to request (default: "/")
+
+    Example:
+        # Basic HTTP check
+        strategy = HttpWaitStrategy(8080).for_status_code(200)
+
+        # HTTPS with custom path
+        strategy = HttpWaitStrategy(443, "/health").using_tls().for_status_code(200)
+
+        # Custom validation
+        strategy = HttpWaitStrategy(8080).for_response_predicate(lambda body: "ready" in body)
+
+        # Create from URL
+        strategy = HttpWaitStrategy.from_url("https://localhost:8080/api/health")
+    """
+
+    def __init__(self, port: int, path: Optional[str] = "/") -> None:
+        super().__init__()
+        self._port = port
+        self._path = "/" if path is None else (path if path.startswith("/") else f"/{path}")
+        self._status_codes: set[int] = {200}
+        self._status_code_predicate: Optional[Callable[[int], bool]] = None
+        self._tls = False
+        self._headers: dict[str, str] = {}
+        self._basic_auth: Optional[tuple[str, str]] = None
+        self._response_predicate: Optional[Callable[[str], bool]] = None
+        self._method = "GET"
+        self._body: Optional[str] = None
+        self._insecure_tls = False
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "HttpWaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "HttpWaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    @classmethod
+    def from_url(cls, url: str) -> "HttpWaitStrategy":
+        """
+        Create an HttpWaitStrategy from a URL string.
+
+        Args:
+            url: The URL to wait for (e.g., "http://localhost:8080/api/health")
+
+        Returns:
+            An HttpWaitStrategy configured for the given URL
+
+        Example:
+            strategy = HttpWaitStrategy.from_url("https://localhost:8080/api/health")
+        """
+        from urllib.parse import urlparse
+
+        parsed = urlparse(url)
+        port = parsed.port or (443 if parsed.scheme == "https" else 80)
+        path = parsed.path or "/"
+
+        strategy = cls(port, path)
+
+        if parsed.scheme == "https":
+            strategy.using_tls()
+
+        return strategy
+
+    def for_status_code(self, code: int) -> "HttpWaitStrategy":
+        """
+        Add an acceptable status code.
+
+        Args:
+            code: HTTP status code to accept
+
+        Returns:
+            self for method chaining
+        """
+        self._status_codes.add(code)
+        return self
+
+    def for_status_code_matching(self, predicate: Callable[[int], bool]) -> "HttpWaitStrategy":
+        """
+        Set a predicate to match status codes against.
+
+        Args:
+            predicate: Function that takes a status code and returns True if acceptable
+
+        Returns:
+            self for method chaining
+        """
+        self._status_code_predicate = predicate
+        return self
+
+    def for_response_predicate(self, predicate: Callable[[str], bool]) -> "HttpWaitStrategy":
+        """
+        Set a predicate to match response body against.
+
+        Args:
+            predicate: Function that takes response body and returns True if acceptable
+
+        Returns:
+            self for method chaining
+        """
+        self._response_predicate = predicate
+        return self
+
+    def using_tls(self, insecure: bool = False) -> "HttpWaitStrategy":
+        """
+        Use HTTPS instead of HTTP.
+
+        Args:
+            insecure: If True, skip SSL certificate verification
+
+        Returns:
+            self for method chaining
+        """
+        self._tls = True
+        self._insecure_tls = insecure
+        return self
+
+    def with_header(self, name: str, value: str) -> "HttpWaitStrategy":
+        """
+        Add a header to the request.
+
+        Args:
+            name: Header name
+            value: Header value
+
+        Returns:
+            self for method chaining
+        """
+        self._headers[name] = value
+        return self
+
+    def with_basic_credentials(self, username: str, password: str) -> "HttpWaitStrategy":
+        """
+        Add basic auth credentials.
+
+        Args:
+            username: Basic auth username
+            password: Basic auth password
+
+        Returns:
+            self for method chaining
+        """
+        self._basic_auth = (username, password)
+        return self
+
+    def with_method(self, method: str) -> "HttpWaitStrategy":
+        """
+        Set the HTTP method to use.
+
+        Args:
+            method: HTTP method (GET, POST, PUT, etc.)
+
+        Returns:
+            self for method chaining
+        """
+        self._method = method.upper()
+        return self
+
+    def with_body(self, body: str) -> "HttpWaitStrategy":
+        """
+        Set the request body.
+
+        Args:
+            body: Request body as string
+
+        Returns:
+            self for method chaining
+        """
+        self._body = body
+        return self
+
+    def _setup_headers(self) -> dict[str, str]:
+        """Set up headers for the HTTP request."""
+        import base64
+
+        headers = self._headers.copy()
+        if self._basic_auth:
+            auth = base64.b64encode(f"{self._basic_auth[0]}:{self._basic_auth[1]}".encode()).decode()
+            headers["Authorization"] = f"Basic {auth}"
+        return headers
+
+    def _setup_ssl_context(self) -> Optional[Any]:
+        """Set up SSL context if needed."""
+        import ssl
+
+        if self._tls and self._insecure_tls:
+            ssl_context = ssl.create_default_context()
+            ssl_context.check_hostname = False
+            ssl_context.verify_mode = ssl.CERT_NONE
+            return ssl_context
+        return None
+
+    def _build_url(self, container: WaitStrategyTarget) -> str:
+        """Build the URL for the HTTP request."""
+        protocol = "https" if self._tls else "http"
+        host = container.get_container_host_ip()
+        port = int(container.get_exposed_port(self._port))
+        return f"{protocol}://{host}:{port}{self._path}"
+
+    def _check_response(self, response: Any, url: str) -> bool:
+        """Check if the response is acceptable."""
+        status_code = response.status
+
+        # Check status code matches
+        if status_code in self._status_codes or (
+            self._status_code_predicate and self._status_code_predicate(status_code)
+        ):
+            # Check response body if needed
+            if self._response_predicate is not None:
+                body = response.read().decode()
+                return self._response_predicate(body)
+            return True
+        else:
+            raise HTTPError(url, status_code, "Unexpected status code", response.headers, None)
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until the HTTP endpoint is ready and returns an acceptable response.
+
+        Args:
+            container: The container to monitor
+
+        Raises:
+            TimeoutError: If the endpoint doesn't become ready within the timeout period
+        """
+        start_time = time.time()
+        headers = self._setup_headers()
+        ssl_context = self._setup_ssl_context()
+        url = self._build_url(container)
+
+        while True:
+            if time.time() - start_time > self._startup_timeout:
+                self._raise_timeout_error(url)
+
+            if self._try_http_request(url, headers, ssl_context):
+                return
+
+            time.sleep(self._poll_interval)
+
+    def _raise_timeout_error(self, url: str) -> None:
+        """Raise a timeout error with detailed information."""
+        raise TimeoutError(
+            f"HTTP endpoint not ready within {self._startup_timeout} seconds. "
+            f"Endpoint: {url}. "
+            f"Method: {self._method}. "
+            f"Expected status codes: {self._status_codes}. "
+            f"Hint: Check if the service is listening on port {self._port}, "
+            f"the endpoint path is correct, and the service is configured to respond to {self._method} requests."
+        )
+
+    def _try_http_request(self, url: str, headers: dict[str, str], ssl_context: Any) -> bool:
+        """Try to make an HTTP request and return True if successful."""
+        try:
+            request = Request(
+                url,
+                headers=headers,
+                method=self._method,
+                data=self._body.encode() if self._body else None,
+            )
+
+            with urlopen(request, timeout=1, context=ssl_context) as response:
+                return self._check_response(response, url)
+
+        except (URLError, HTTPError) as e:
+            return self._handle_http_error(e)
+        except (ConnectionResetError, ConnectionRefusedError, BrokenPipeError, OSError) as e:
+            # Handle connection-level errors that can occur during HTTP requests
+            logger.debug(f"HTTP connection failed: {e!s}")
+            return False
+
+    def _handle_http_error(self, error: Union[URLError, HTTPError]) -> bool:
+        """Handle HTTP errors and return True if error is acceptable."""
+        if isinstance(error, HTTPError) and (
+            error.code in self._status_codes
+            or (self._status_code_predicate and self._status_code_predicate(error.code))
+        ):
+            return True
+        logger.debug(f"HTTP request failed: {error!s}")
+        return False
+
+
+class HealthcheckWaitStrategy(WaitStrategy):
+    """
+    Wait for the container's health check to report as healthy.
+
+    This strategy monitors the container's Docker health check status and waits
+    for it to report as "healthy". It requires the container to have a health
+    check configured in its Dockerfile or container configuration.
+
+    Example:
+        # Wait for container to be healthy
+        strategy = HealthcheckWaitStrategy()
+
+        # With custom timeout
+        strategy = HealthcheckWaitStrategy().with_startup_timeout(60)
+
+    Note:
+        The container must have a HEALTHCHECK instruction in its Dockerfile
+        or health check configured during container creation for this strategy
+        to work. If no health check is configured, this strategy will raise
+        a RuntimeError.
+    """
+
+    def __init__(self) -> None:
+        super().__init__()
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "HealthcheckWaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "HealthcheckWaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until the container's health check reports as healthy.
+
+        Args:
+            container: The container to monitor
+
+        Raises:
+            TimeoutError: If the health check doesn't report healthy within the timeout period
+            RuntimeError: If no health check is configured or if the health check reports unhealthy
+        """
+        start_time = time.time()
+        wrapped = container.get_wrapped_container()
+
+        while True:
+            if time.time() - start_time > self._startup_timeout:
+                wrapped.reload()  # Refresh container state
+                health = wrapped.attrs.get("State", {}).get("Health", {})
+                status = health.get("Status") if health else "no health check"
+                raise TimeoutError(
+                    f"Container health check did not report healthy within {self._startup_timeout} seconds. "
+                    f"Current status: {status}. "
+                    f"Hint: Check if the health check command is working correctly, "
+                    f"the application is starting properly, and the health check interval is appropriate."
+                )
+
+            wrapped.reload()  # Refresh container state
+            health = wrapped.attrs.get("State", {}).get("Health", {})
+
+            # No health check configured
+            if not health:
+                raise RuntimeError(
+                    "No health check configured for container. "
+                    "Add HEALTHCHECK instruction to Dockerfile or configure health check in container creation. "
+                    "Example: HEALTHCHECK CMD curl -f http://localhost:8080/health || exit 1"
+                )
+
+            status = health.get("Status")
+
+            if status == "healthy":
+                return
+            elif status == "unhealthy":
+                # Get the last health check log for better error reporting
+                log = health.get("Log", [])
+                last_log = log[-1] if log else {}
+                exit_code = last_log.get("ExitCode", "unknown")
+                output = last_log.get("Output", "no output")
+
+                raise RuntimeError(
+                    f"Container health check reported unhealthy. "
+                    f"Exit code: {exit_code}, "
+                    f"Output: {output}. "
+                    f"Hint: Check the health check command, ensure the application is responding correctly, "
+                    f"and verify the health check endpoint or command is working as expected."
+                )
+
+            time.sleep(self._poll_interval)
+
+
+class PortWaitStrategy(WaitStrategy):
+    """
+    Wait for a port to be available on the container.
+
+    This strategy attempts to establish a TCP connection to a specified port
+    on the container and waits until the connection succeeds. It's useful for
+    waiting for services that need to be listening on a specific port.
+
+    Args:
+        port: The port number to check for availability
+
+    Example:
+        # Wait for port 8080 to be available
+        strategy = PortWaitStrategy(8080)
+
+        # Wait for database port with custom timeout
+        strategy = PortWaitStrategy(5432).with_startup_timeout(30)
+    """
+
+    def __init__(self, port: int) -> None:
+        super().__init__()
+        self._port = port
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "PortWaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "PortWaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until the specified port is available for connection.
+
+        Args:
+            container: The container to monitor
+
+        Raises:
+            TimeoutError: If the port doesn't become available within the timeout period
+        """
+        start_time = time.time()
+        host = container.get_container_host_ip()
+        port = int(container.get_exposed_port(self._port))
+
+        while True:
+            if time.time() - start_time > self._startup_timeout:
+                raise TimeoutError(
+                    f"Port {self._port} not available within {self._startup_timeout} seconds. "
+                    f"Attempted connection to {host}:{port}. "
+                    f"Hint: Check if the service is configured to listen on port {self._port}, "
+                    f"the service is starting correctly, and there are no firewall or network issues."
+                )
+
+            try:
+                with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+                    s.settimeout(1)
+                    s.connect((host, port))
+                    return
+            except (socket.timeout, ConnectionRefusedError, OSError):
+                time.sleep(self._poll_interval)
+
+
+class FileExistsWaitStrategy(WaitStrategy):
+    """
+    Wait for a file to exist on the host filesystem.
+
+    This strategy waits for a specific file to exist on the host filesystem,
+    typically used for waiting for files created by containers via volume mounts.
+    This is useful for scenarios like Docker-in-Docker where certificate files
+    need to be generated before they can be used.
+
+    Args:
+        file_path: Path to the file to wait for (can be str or Path object)
+
+    Example:
+        # Wait for a certificate file
+        strategy = FileExistsWaitStrategy("/tmp/certs/ca.pem")
+
+        # Wait for a configuration file
+        from pathlib import Path
+        strategy = FileExistsWaitStrategy(Path("/tmp/config/app.conf"))
+    """
+
+    def __init__(self, file_path: Union[str, Path]) -> None:
+        super().__init__()
+        self._file_path = Path(file_path)
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "FileExistsWaitStrategy":
+        """Set the maximum time to wait for the container to be ready."""
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "FileExistsWaitStrategy":
+        """Set how frequently to check if the container is ready."""
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+        return self
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until the specified file exists on the host filesystem.
+
+        Args:
+            container: The container (used for timeout/polling configuration)
+
+        Raises:
+            TimeoutError: If the file doesn't exist within the timeout period
+        """
+        start_time = time.time()
+
+        logger.debug(
+            f"FileExistsWaitStrategy: Waiting for file {self._file_path} with timeout {self._startup_timeout}s"
+        )
+
+        while True:
+            if time.time() - start_time > self._startup_timeout:
+                # Check what files actually exist in the directory
+                parent_dir = self._file_path.parent
+                existing_files = []
+                if parent_dir.exists():
+                    existing_files = [str(f) for f in parent_dir.rglob("*") if f.is_file()]
+
+                logger.error(f"FileExistsWaitStrategy: File {self._file_path} not found after timeout")
+                logger.debug(f"FileExistsWaitStrategy: Parent directory exists: {parent_dir.exists()}")
+                logger.debug(f"FileExistsWaitStrategy: Files in parent directory: {existing_files}")
+
+                raise TimeoutError(
+                    f"File {self._file_path} did not exist within {self._startup_timeout:.3f} seconds. "
+                    f"Parent directory exists: {parent_dir.exists()}. "
+                    f"Files in parent directory: {existing_files}. "
+                    f"Hint: Check if the container is configured to create the file at the expected location, "
+                    f"and verify that volume mounts are set up correctly."
+                )
+
+            if self._file_path.is_file():
+                logger.debug(
+                    f"FileExistsWaitStrategy: File {self._file_path} found after {time.time() - start_time:.2f}s"
+                )
+                return
+
+            logger.debug(
+                f"FileExistsWaitStrategy: Polling - file {self._file_path} not found yet, elapsed: {time.time() - start_time:.2f}s"
+            )
+            time.sleep(self._poll_interval)
+
+
+class CompositeWaitStrategy(WaitStrategy):
+    """
+    Wait for multiple conditions to be satisfied in sequence.
+
+    This strategy allows combining multiple wait strategies that must all be satisfied.
+    Each strategy is executed in the order they were added, and all must succeed
+    for the composite strategy to be considered ready.
+
+    Args:
+        strategies: Variable number of WaitStrategy objects to execute in sequence
+
+    Example:
+        # Wait for log message AND file to exist
+        strategy = CompositeWaitStrategy(
+            LogMessageWaitStrategy("API listen on"),
+            FileExistsWaitStrategy("/tmp/certs/ca.pem")
+        )
+
+        # Wait for multiple conditions
+        strategy = CompositeWaitStrategy(
+            LogMessageWaitStrategy("Database ready"),
+            PortWaitStrategy(5432),
+            HttpWaitStrategy(8080, "/health").for_status_code(200)
+        )
+    """
+
+    def __init__(self, *strategies: WaitStrategy) -> None:
+        super().__init__()
+        self._strategies = list(strategies)
+
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "CompositeWaitStrategy":
+        """
+        Set the startup timeout for all contained strategies.
+
+        Args:
+            timeout: Maximum time to wait in seconds
+
+        Returns:
+            self for method chaining
+        """
+        if isinstance(timeout, timedelta):
+            self._startup_timeout = int(timeout.total_seconds())
+        else:
+            self._startup_timeout = timeout
+
+        for strategy in self._strategies:
+            strategy.with_startup_timeout(timeout)
+        return self
+
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> "CompositeWaitStrategy":
+        """
+        Set the poll interval for all contained strategies.
+
+        Args:
+            interval: How frequently to check in seconds
+
+        Returns:
+            self for method chaining
+        """
+        if isinstance(interval, timedelta):
+            self._poll_interval = interval.total_seconds()
+        else:
+            self._poll_interval = interval
+
+        for strategy in self._strategies:
+            strategy.with_poll_interval(interval)
+        return self
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until all contained strategies are ready.
+
+        Args:
+            container: The container to monitor
+
+        Raises:
+            TimeoutError: If any strategy doesn't become ready within the timeout period
+        """
+        logger.debug(f"CompositeWaitStrategy: Starting execution of {len(self._strategies)} strategies")
+
+        for i, strategy in enumerate(self._strategies):
+            try:
+                logger.debug(
+                    f"CompositeWaitStrategy: Executing strategy {i + 1}/{len(self._strategies)}: {type(strategy).__name__}"
+                )
+                strategy.wait_until_ready(container)
+                logger.debug(f"CompositeWaitStrategy: Strategy {i + 1}/{len(self._strategies)} completed successfully")
+            except TimeoutError as e:
+                logger.error(f"CompositeWaitStrategy: Strategy {i + 1}/{len(self._strategies)} failed: {e}")
+                raise TimeoutError(
+                    f"Composite wait strategy failed at step {i + 1}/{len(self._strategies)}: {e}"
+                ) from e
+
+        logger.debug("CompositeWaitStrategy: All strategies completed successfully")
+
+
+__all__ = [
+    "CompositeWaitStrategy",
+    "FileExistsWaitStrategy",
+    "HealthcheckWaitStrategy",
+    "HttpWaitStrategy",
+    "LogMessageWaitStrategy",
+    "PortWaitStrategy",
+    "WaitStrategy",
+    "WaitStrategyTarget",
+]
diff --git a/core/tests/test_wait_strategies.py b/core/tests/test_wait_strategies.py
index 9ef4d2584..8e70e2544 100644
--- a/core/tests/test_wait_strategies.py
+++ b/core/tests/test_wait_strategies.py
@@ -1,17 +1,21 @@
-import itertools
 import re
 import time
-import typing
 from datetime import timedelta
-from unittest.mock import Mock, patch
-
+from unittest.mock import Mock, patch, MagicMock
 import pytest
+import itertools
 
-from testcontainers.core.wait_strategies import LogMessageWaitStrategy
-from testcontainers.core.waiting_utils import WaitStrategy
-
-if typing.TYPE_CHECKING:
-    from testcontainers.core.waiting_utils import WaitStrategyTarget
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import (
+    CompositeWaitStrategy,
+    WaitStrategyTarget,
+    FileExistsWaitStrategy,
+    HealthcheckWaitStrategy,
+    HttpWaitStrategy,
+    LogMessageWaitStrategy,
+    PortWaitStrategy,
+    WaitStrategy,
+)
 
 
 class ConcreteWaitStrategy(WaitStrategy):
@@ -148,3 +152,536 @@ def test_wait_until_ready(self, mock_sleep, mock_time, container_logs, expected_
         else:
             with pytest.raises(TimeoutError):
                 strategy.wait_until_ready(mock_container)
+
+
+class TestHttpWaitStrategy:
+    """Test the HttpWaitStrategy class."""
+
+    @pytest.mark.parametrize(
+        "port,path,expected_port,expected_path",
+        [
+            (8080, "/health", 8080, "/health"),
+            (80, None, 80, "/"),
+            (443, "/api/status", 443, "/api/status"),
+            (3000, "", 3000, "/"),
+        ],
+        ids=[
+            "port_8080_health_path",
+            "port_80_default_path",
+            "port_443_api_status_path",
+            "port_3000_empty_path",
+        ],
+    )
+    def test_http_wait_strategy_initialization(self, port, path, expected_port, expected_path):
+        strategy = HttpWaitStrategy(port, path)
+        assert strategy._port == expected_port
+        assert strategy._path == expected_path
+        assert strategy._status_codes == {200}
+        assert strategy._method == "GET"
+
+    @pytest.mark.parametrize(
+        "status_codes",
+        [
+            [404],
+            [200, 201],
+            [500, 502, 503],
+            [200, 404, 500],
+        ],
+        ids=[
+            "single_status_code_404",
+            "multiple_status_codes_200_201",
+            "error_status_codes_500_502_503",
+            "mixed_status_codes_200_404_500",
+        ],
+    )
+    def test_for_status_code(self, status_codes):
+        strategy = HttpWaitStrategy(8080)
+
+        for code in status_codes:
+            result = strategy.for_status_code(code)
+            assert result is strategy
+            assert code in strategy._status_codes
+
+        # Default 200 should still be there
+        assert 200 in strategy._status_codes
+
+    @pytest.mark.parametrize(
+        "predicate_description,status_code_predicate,response_predicate",
+        [
+            ("status_code_range", lambda code: 200 <= code < 300, None),
+            ("status_code_equals_200", lambda code: code == 200, None),
+            ("response_contains_ready", None, lambda body: "ready" in body),
+            ("response_json_valid", None, lambda body: "status" in body),
+            ("both_predicates", lambda code: code >= 200, lambda body: len(body) > 0),
+        ],
+        ids=[
+            "status_code_range_200_to_300",
+            "status_code_equals_200",
+            "response_contains_ready",
+            "response_json_valid",
+            "both_status_and_response_predicates",
+        ],
+    )
+    def test_predicates(self, predicate_description, status_code_predicate, response_predicate):
+        strategy = HttpWaitStrategy(8080)
+
+        if status_code_predicate:
+            result = strategy.for_status_code_matching(status_code_predicate)
+            assert result is strategy
+            assert strategy._status_code_predicate is status_code_predicate
+
+        if response_predicate:
+            result = strategy.for_response_predicate(response_predicate)
+            assert result is strategy
+            assert strategy._response_predicate is response_predicate
+
+    @pytest.mark.parametrize(
+        "tls_config,expected_tls,expected_insecure",
+        [
+            ({"insecure": True}, True, True),
+            ({"insecure": False}, True, False),
+            ({}, True, False),
+        ],
+        ids=[
+            "tls_insecure_true",
+            "tls_insecure_false",
+            "tls_default_insecure_false",
+        ],
+    )
+    def test_using_tls(self, tls_config, expected_tls, expected_insecure):
+        strategy = HttpWaitStrategy(8080)
+        result = strategy.using_tls(**tls_config)
+        assert result is strategy
+        assert strategy._tls is expected_tls
+        assert strategy._insecure_tls is expected_insecure
+
+    @pytest.mark.parametrize(
+        "headers",
+        [
+            {"Authorization": "Bearer token"},
+            {"Content-Type": "application/json"},
+            {"User-Agent": "test", "Accept": "text/html"},
+        ],
+        ids=[
+            "single_header_authorization",
+            "single_header_content_type",
+            "multiple_headers_user_agent_accept",
+        ],
+    )
+    def test_with_header(self, headers):
+        strategy = HttpWaitStrategy(8080)
+
+        for key, value in headers.items():
+            result = strategy.with_header(key, value)
+            assert result is strategy
+            assert strategy._headers[key] == value
+
+    @pytest.mark.parametrize(
+        "credentials",
+        [
+            ("user", "pass"),
+            ("admin", "secret123"),
+            ("test", ""),
+        ],
+        ids=[
+            "basic_credentials_user_pass",
+            "basic_credentials_admin_secret",
+            "basic_credentials_test_empty",
+        ],
+    )
+    def test_with_basic_credentials(self, credentials):
+        strategy = HttpWaitStrategy(8080)
+        result = strategy.with_basic_credentials(*credentials)
+        assert result is strategy
+        assert strategy._basic_auth == credentials
+
+    @pytest.mark.parametrize(
+        "method",
+        [
+            "GET",
+            "POST",
+            "PUT",
+            "DELETE",
+            "HEAD",
+        ],
+        ids=[
+            "method_get",
+            "method_post",
+            "method_put",
+            "method_delete",
+            "method_head",
+        ],
+    )
+    def test_with_method(self, method):
+        strategy = HttpWaitStrategy(8080)
+        result = strategy.with_method(method)
+        assert result is strategy
+        assert strategy._method == method
+
+    @pytest.mark.parametrize(
+        "body",
+        [
+            '{"key": "value"}',
+            '{"status": "ready"}',
+            "data=test&format=json",
+            "",
+        ],
+        ids=[
+            "json_body_key_value",
+            "json_body_status_ready",
+            "form_data_body",
+            "empty_body",
+        ],
+    )
+    def test_with_body(self, body):
+        strategy = HttpWaitStrategy(8080)
+        result = strategy.with_body(body)
+        assert result is strategy
+        assert strategy._body == body
+
+    @pytest.mark.parametrize(
+        "url,expected_port,expected_path,expected_tls",
+        [
+            ("https://localhost:8080/api/health", 8080, "/api/health", True),
+            ("http://localhost:3000", 3000, "/", False),
+            ("https://example.com", 443, "/", True),
+            ("http://localhost:80/", 80, "/", False),
+        ],
+        ids=[
+            "https_localhost_8080_api_health",
+            "http_localhost_3000_default_path",
+            "https_example_com_default_port",
+            "http_localhost_80_root_path",
+        ],
+    )
+    def test_from_url(self, url, expected_port, expected_path, expected_tls):
+        strategy = HttpWaitStrategy.from_url(url)
+        assert strategy._port == expected_port
+        assert strategy._path == expected_path
+        assert strategy._tls is expected_tls
+
+
+class TestHealthcheckWaitStrategy:
+    """Test the HealthcheckWaitStrategy class."""
+
+    def test_healthcheck_wait_strategy_initialization(self):
+        strategy = HealthcheckWaitStrategy()
+        # Should inherit from WaitStrategy
+        assert hasattr(strategy, "_startup_timeout")
+        assert hasattr(strategy, "_poll_interval")
+
+    @pytest.mark.parametrize(
+        "health_status,health_log,should_succeed,expected_error",
+        [
+            ("healthy", None, True, None),
+            (
+                "unhealthy",
+                [{"ExitCode": 1, "Output": "Health check failed"}],
+                False,
+                "Container health check reported unhealthy",
+            ),
+            ("starting", None, False, "Container health check did not report healthy within 120.* seconds"),
+            (None, None, False, "No health check configured"),
+        ],
+        ids=[
+            "healthy_status_success",
+            "unhealthy_status_failure",
+            "starting_status_failure",
+            "no_healthcheck_failure",
+        ],
+    )
+    @patch("time.time")
+    @patch("time.sleep")
+    def test_wait_until_ready(self, mock_sleep, mock_time, health_status, health_log, should_succeed, expected_error):
+        strategy = HealthcheckWaitStrategy()
+        mock_container = Mock()
+
+        # Mock the wrapped container
+        mock_wrapped = Mock()
+        mock_wrapped.status = "running"
+        mock_wrapped.reload.return_value = None
+
+        # Mock health check data
+        health_data = {}
+        if health_status:
+            health_data = {"Status": health_status}
+            if health_log:
+                health_data["Log"] = health_log
+
+        mock_wrapped.attrs = {"State": {"Health": health_data}}
+
+        mock_container.get_wrapped_container.return_value = mock_wrapped
+
+        # Configure time mock based on expected behavior
+        if should_succeed:
+            mock_time.side_effect = [0, 1]
+        else:
+            # For failure cases, we need more time values to handle the loop
+            mock_time.side_effect = itertools.count(start=0, step=1)  # Provide enough values for the loop
+
+        if should_succeed:
+            strategy.wait_until_ready(mock_container)
+        else:
+            with pytest.raises((RuntimeError, TimeoutError), match=expected_error):
+                strategy.wait_until_ready(mock_container)
+
+
+class TestPortWaitStrategy:
+    """Test the PortWaitStrategy class."""
+
+    @pytest.mark.parametrize(
+        "port",
+        [
+            8080,
+            80,
+            443,
+            22,
+            3306,
+        ],
+        ids=[
+            "port_8080",
+            "port_80",
+            "port_443",
+            "port_22",
+            "port_3306",
+        ],
+    )
+    def test_port_wait_strategy_initialization(self, port):
+        strategy = PortWaitStrategy(port)
+        assert strategy._port == port
+
+    @pytest.mark.parametrize(
+        "connection_success,expected_behavior",
+        [
+            (True, "success"),
+            (False, "timeout"),
+        ],
+        ids=[
+            "socket_connection_success",
+            "socket_connection_timeout",
+        ],
+    )
+    @patch("socket.socket")
+    @patch("time.time")
+    @patch("time.sleep")
+    def test_wait_until_ready(self, mock_sleep, mock_time, mock_socket, connection_success, expected_behavior):
+        strategy = PortWaitStrategy(8080).with_startup_timeout(1)
+        mock_container = Mock()
+        mock_container.get_container_host_ip.return_value = "localhost"
+        mock_container.get_exposed_port.return_value = 8080
+
+        # Mock socket connection
+        mock_socket_instance = Mock()
+        if connection_success:
+            mock_socket.return_value.__enter__.return_value = mock_socket_instance
+            mock_time.side_effect = [0, 1]
+        else:
+            mock_socket_instance.connect.side_effect = ConnectionRefusedError()
+            mock_socket.return_value.__enter__.return_value = mock_socket_instance
+            mock_time.side_effect = [0, 2]  # Exceed timeout
+
+        if expected_behavior == "success":
+            strategy.wait_until_ready(mock_container)
+            mock_socket_instance.connect.assert_called_once_with(("localhost", 8080))
+        else:
+            with pytest.raises(TimeoutError, match="Port 8080 not available within 1 seconds"):
+                strategy.wait_until_ready(mock_container)
+
+
+class TestFileExistsWaitStrategy:
+    """Test the FileExistsWaitStrategy class."""
+
+    @pytest.mark.parametrize(
+        "file_path",
+        [
+            "/tmp/test.txt",
+            "/var/log/app.log",
+            "/opt/app/config.yaml",
+            "relative/path/file.conf",
+        ],
+        ids=[
+            "tmp_file_path",
+            "var_log_file_path",
+            "opt_config_file_path",
+            "relative_file_path",
+        ],
+    )
+    def test_file_exists_wait_strategy_initialization(self, file_path):
+        strategy = FileExistsWaitStrategy(file_path)
+        # _file_path is stored as a Path object
+        assert str(strategy._file_path) == file_path
+        # Should inherit from WaitStrategy
+        assert hasattr(strategy, "_startup_timeout")
+        assert hasattr(strategy, "_poll_interval")
+
+    @pytest.mark.parametrize(
+        "file_exists,expected_behavior",
+        [
+            (True, "success"),
+            (False, "timeout"),
+        ],
+        ids=[
+            "file_exists_success",
+            "file_not_exists_timeout",
+        ],
+    )
+    @patch("pathlib.Path.is_file")
+    @patch("time.time")
+    @patch("time.sleep")
+    def test_wait_until_ready(self, mock_sleep, mock_time, mock_is_file, file_exists, expected_behavior):
+        strategy = FileExistsWaitStrategy("/tmp/test.txt").with_startup_timeout(1)
+        mock_container = Mock()
+
+        # Configure mocks based on expected behavior
+        if file_exists:
+            mock_is_file.return_value = True
+            # Need multiple time values for debug logging
+            mock_time.side_effect = [0, 0.1, 0.2]  # Start time, check time, logging time
+        else:
+            mock_is_file.return_value = False
+            # Need more time values for the loop and logging calls
+            mock_time.side_effect = itertools.count(start=0, step=0.6)  # Exceed timeout after a few iterations
+
+        if expected_behavior == "success":
+            strategy.wait_until_ready(mock_container)
+            mock_is_file.assert_called()
+        else:
+            with pytest.raises(TimeoutError, match="File.*did not exist within.*seconds"):
+                strategy.wait_until_ready(mock_container)
+
+
+class TestCompositeWaitStrategy:
+    """Test the CompositeWaitStrategy class."""
+
+    def test_composite_wait_strategy_initialization_single_strategy(self):
+        """Test initialization with a single strategy."""
+        log_strategy = LogMessageWaitStrategy("ready")
+        composite = CompositeWaitStrategy(log_strategy)
+        assert composite._strategies == [log_strategy]
+
+    def test_composite_wait_strategy_initialization_multiple_strategies(self):
+        """Test initialization with multiple strategies."""
+        log_strategy = LogMessageWaitStrategy("ready")
+        port_strategy = PortWaitStrategy(8080)
+        file_strategy = FileExistsWaitStrategy("/tmp/test.txt")
+
+        composite = CompositeWaitStrategy(log_strategy, port_strategy, file_strategy)
+        assert composite._strategies == [log_strategy, port_strategy, file_strategy]
+
+    def test_composite_wait_strategy_initialization_empty(self):
+        """Test that empty initialization works (creates empty list)."""
+        composite = CompositeWaitStrategy()
+        assert composite._strategies == []
+
+    def test_with_startup_timeout_propagates_to_child_strategies(self):
+        """Test that timeout setting propagates to child strategies."""
+        log_strategy = LogMessageWaitStrategy("ready")
+        composite = CompositeWaitStrategy(log_strategy)
+        result = composite.with_startup_timeout(30)
+        assert result is composite
+        assert composite._startup_timeout == 30
+        # Should also propagate to child strategies
+        assert log_strategy._startup_timeout == 30
+
+    def test_with_poll_interval_propagates_to_child_strategies(self):
+        """Test that poll interval setting propagates to child strategies."""
+        port_strategy = PortWaitStrategy(8080)
+        composite = CompositeWaitStrategy(port_strategy)
+        result = composite.with_poll_interval(2.0)
+        assert result is composite
+        assert composite._poll_interval == 2.0
+        # Should also propagate to child strategies
+        assert port_strategy._poll_interval == 2.0
+
+    def test_wait_until_ready_all_strategies_succeed(self):
+        """Test that all strategies are executed when they all succeed."""
+        # Create mock strategies
+        strategy1 = Mock()
+        strategy2 = Mock()
+        strategy3 = Mock()
+
+        composite = CompositeWaitStrategy(strategy1, strategy2, strategy3)
+        mock_container = Mock()
+
+        # All strategies should succeed
+        strategy1.wait_until_ready.return_value = None
+        strategy2.wait_until_ready.return_value = None
+        strategy3.wait_until_ready.return_value = None
+
+        composite.wait_until_ready(mock_container)
+
+        # Verify all strategies were called in order
+        strategy1.wait_until_ready.assert_called_once_with(mock_container)
+        strategy2.wait_until_ready.assert_called_once_with(mock_container)
+        strategy3.wait_until_ready.assert_called_once_with(mock_container)
+
+    def test_wait_until_ready_first_strategy_fails(self):
+        """Test that execution stops when first strategy fails."""
+        strategy1 = Mock()
+        strategy2 = Mock()
+        strategy3 = Mock()
+
+        composite = CompositeWaitStrategy(strategy1, strategy2, strategy3)
+        mock_container = Mock()
+
+        # First strategy fails
+        strategy1.wait_until_ready.side_effect = TimeoutError("First strategy failed")
+
+        with pytest.raises(TimeoutError, match="First strategy failed"):
+            composite.wait_until_ready(mock_container)
+
+        # Only first strategy should be called
+        strategy1.wait_until_ready.assert_called_once_with(mock_container)
+        strategy2.wait_until_ready.assert_not_called()
+        strategy3.wait_until_ready.assert_not_called()
+
+    def test_wait_until_ready_middle_strategy_fails(self):
+        """Test that execution stops when middle strategy fails."""
+        strategy1 = Mock()
+        strategy2 = Mock()
+        strategy3 = Mock()
+
+        composite = CompositeWaitStrategy(strategy1, strategy2, strategy3)
+        mock_container = Mock()
+
+        # First succeeds, second fails
+        strategy1.wait_until_ready.return_value = None
+        strategy2.wait_until_ready.side_effect = RuntimeError("Second strategy failed")
+
+        with pytest.raises(RuntimeError, match="Second strategy failed"):
+            composite.wait_until_ready(mock_container)
+
+        # First two strategies should be called
+        strategy1.wait_until_ready.assert_called_once_with(mock_container)
+        strategy2.wait_until_ready.assert_called_once_with(mock_container)
+        strategy3.wait_until_ready.assert_not_called()
+
+    @pytest.mark.parametrize(
+        "strategy_types,expected_count",
+        [
+            (["log"], 1),
+            (["log", "port"], 2),
+            (["log", "port", "file"], 3),
+            (["file", "log", "port", "file"], 4),
+        ],
+        ids=[
+            "single_log_strategy",
+            "log_and_port_strategies",
+            "three_different_strategies",
+            "four_strategies_with_duplicate_type",
+        ],
+    )
+    def test_composite_strategy_count(self, strategy_types, expected_count):
+        """Test that composite strategy handles different numbers of strategies."""
+        strategies: list[WaitStrategy] = []
+        for strategy_type in strategy_types:
+            if strategy_type == "log":
+                strategies.append(LogMessageWaitStrategy("ready"))
+            elif strategy_type == "port":
+                strategies.append(PortWaitStrategy(8080))
+            elif strategy_type == "file":
+                strategies.append(FileExistsWaitStrategy("/tmp/test.txt"))
+
+        composite = CompositeWaitStrategy(*strategies)
+        assert len(composite._strategies) == expected_count
+        assert composite._strategies == strategies

From 504957be3f3f0ede84b5f2b9525b92783016f7d6 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Tue, 9 Sep 2025 09:22:22 -0400
Subject: [PATCH 053/208] chore(main): release testcontainers 4.13.0 (#858)

:robot: I have created a release *beep* *boop*
---


##
[4.13.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.12.0...testcontainers-v4.13.0)
(2025-08-27)


### Features

* **azurite:** Enhance connection string generation for network and
local access
([#859](https://github.com/testcontainers/testcontainers-python/issues/859))
([b21e5e3](https://github.com/testcontainers/testcontainers-python/commit/b21e5e38075ddbd71fb4f97e843abc104dec6beb))
* **core:** add enhanced wait strategies
([#855](https://github.com/testcontainers/testcontainers-python/issues/855))
([60d21f8](https://github.com/testcontainers/testcontainers-python/commit/60d21f875f49f52e170b0714e8790080a6cb4c71))
* **core:** DockerCompose: support list of env_files
([#847](https://github.com/testcontainers/testcontainers-python/issues/847))
([fe206eb](https://github.com/testcontainers/testcontainers-python/commit/fe206eb48ee9e18623761926900bfc33a8a869a7))


### Bug Fixes

* assert-in-get_container_host_ip-before-start
([#862](https://github.com/testcontainers/testcontainers-python/issues/862))
([fc4155e](https://github.com/testcontainers/testcontainers-python/commit/fc4155eb70509ba236fff771c2f8973667acb098))
* **core:** improper reading of .testcontainers.properties
([#863](https://github.com/testcontainers/testcontainers-python/issues/863))
([350f246](https://github.com/testcontainers/testcontainers-python/commit/350f246a3b6367d727046b8967a63d1c055cf324))
* **core:** Make TC_POOLING_INTERVAL/sleep_time a float
([#839](https://github.com/testcontainers/testcontainers-python/issues/839))
([a072f3f](https://github.com/testcontainers/testcontainers-python/commit/a072f3fad46b3b3e7c5bea6255f27b79826aaf5f))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 16 ++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 18 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 9e3120ae6..aeb985ad1 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.12.0"
+    ".": "4.13.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4372c54e1..5d526e5f7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,21 @@
 # Changelog
 
+## [4.13.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.12.0...testcontainers-v4.13.0) (2025-08-27)
+
+
+### Features
+
+* **azurite:** Enhance connection string generation for network and local access ([#859](https://github.com/testcontainers/testcontainers-python/issues/859)) ([b21e5e3](https://github.com/testcontainers/testcontainers-python/commit/b21e5e38075ddbd71fb4f97e843abc104dec6beb))
+* **core:** add enhanced wait strategies ([#855](https://github.com/testcontainers/testcontainers-python/issues/855)) ([60d21f8](https://github.com/testcontainers/testcontainers-python/commit/60d21f875f49f52e170b0714e8790080a6cb4c71))
+* **core:** DockerCompose: support list of env_files ([#847](https://github.com/testcontainers/testcontainers-python/issues/847)) ([fe206eb](https://github.com/testcontainers/testcontainers-python/commit/fe206eb48ee9e18623761926900bfc33a8a869a7))
+
+
+### Bug Fixes
+
+* assert-in-get_container_host_ip-before-start ([#862](https://github.com/testcontainers/testcontainers-python/issues/862)) ([fc4155e](https://github.com/testcontainers/testcontainers-python/commit/fc4155eb70509ba236fff771c2f8973667acb098))
+* **core:** improper reading of .testcontainers.properties ([#863](https://github.com/testcontainers/testcontainers-python/issues/863)) ([350f246](https://github.com/testcontainers/testcontainers-python/commit/350f246a3b6367d727046b8967a63d1c055cf324))
+* **core:** Make TC_POOLING_INTERVAL/sleep_time a float ([#839](https://github.com/testcontainers/testcontainers-python/issues/839)) ([a072f3f](https://github.com/testcontainers/testcontainers-python/commit/a072f3fad46b3b3e7c5bea6255f27b79826aaf5f))
+
 ## [4.12.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.11.0...testcontainers-v4.12.0) (2025-07-21)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 5cc321975..03e90082c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.12.0"  # auto-incremented by release-please
+version = "4.13.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From aa474359d4e8d2c77e2c195352261d424ee5ca7f Mon Sep 17 00:00:00 2001
From: axel7083 <42176370+axel7083@users.noreply.github.com>
Date: Tue, 9 Sep 2025 22:44:27 +0200
Subject: [PATCH 054/208] chore: add support for building with python 3.13
 (#871)

## Description

`testcontainers-python` is not compatible with python 3.13 because of
several packages.

## Related issues

Fixes https://github.com/testcontainers/testcontainers-python/issues/870

## Packages update

- bump cffi: https://github.com/python-cffi/cffi/pull/24
- bump psycopg2: https://github.com/psycopg/psycopg2/pull/1695
- bump trio: https://github.com/python-trio/trio/pull/2955
- bump pytest: https://github.com/pytest-dev/pytest/issues/12334
- bump pymilvus: https://github.com/milvus-io/pymilvus/pull/2684
- bump twine: https://github.com/pypa/twine/pull/1184
- bump cryptography: https://github.com/pyca/cryptography/pull/11491
- bump greenlet:
https://github.com/python-greenlet/greenlet/commit/94979488f841fcb41bd2bd3b80b5c0b011af4c94
(https://github.com/python-greenlet/greenlet/issues/392)
- bump grpcio: https://github.com/grpc/grpc/issues/36201
- bump httpx: https://github.com/encode/httpx/pull/3460
- bump ibm-db: https://github.com/ibmdb/python-ibmdb/pull/971
- bump orjson: https://github.com/ijl/orjson/releases/tag/3.10.15
- bump pandas: https://github.com/pandas-dev/pandas/releases/tag/v2.2.3

> :warning: `cryptography` is not compatible with python `3.9.0` and
`3.9.1` to be able to update to the version supporting Python 3.13 we
have to exclude those version, meaning the minimum version is now 3.9.2
included.

---------

Signed-off-by: axel7083 <42176370+axel7083@users.noreply.github.com>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/workflows/ci-core.yml |    2 +-
 poetry.lock                   | 1864 +++++++++++++++++----------------
 pyproject.toml                |   13 +-
 3 files changed, 948 insertions(+), 931 deletions(-)

diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index 34aabc736..53122c502 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -14,7 +14,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.9", "3.11", "3.12", "3.13"]
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
diff --git a/poetry.lock b/poetry.lock
index 67c4abe3d..7411ad744 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -302,7 +302,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_full_version < \"3.11.3\" and (extra == \"generic\" or extra == \"redis\") or python_version == \"3.10\" and (extra == \"generic\" or extra == \"redis\" or extra == \"openfga\")"
+markers = "(extra == \"generic\" or extra == \"redis\") and python_full_version < \"3.11.3\" or python_version == \"3.10\" and (extra == \"generic\" or extra == \"redis\" or extra == \"openfga\")"
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -320,7 +320,7 @@ description = "Classes Without Boilerplate"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(extra == \"openfga\" or extra == \"selenium\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"selenium\" or extra == \"chroma\""
+markers = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"selenium\" or extra == \"chroma\") or python_version >= \"3.10\" and (extra == \"selenium\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"selenium\" or extra == \"chroma\""
 files = [
     {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
@@ -457,15 +457,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "backoff"
-version = "2.2.1"
+version = "1.11.1"
 description = "Function decoration for backoff and retry"
 optional = true
-python-versions = ">=3.7,<4.0"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
-    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
-    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+    {file = "backoff-1.11.1-py2.py3-none-any.whl", hash = "sha256:61928f8fa48d52e4faa81875eecf308eccfb1016b018bb6bd21e05b5d90a96c5"},
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+    {file = "cryptography-45.0.7.tar.gz", hash = "sha256:4b1654dfc64ea479c242508eb8c724044f1e964a47d1d1cacc5132292d851971"},
+]
 
 [package.dependencies]
-cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs ; python_full_version >= \"3.8.0\"", "sphinx-rtd-theme (>=3.0.0) ; python_full_version >= \"3.8.0\""]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8.0\""]
+pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==45.0.7)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [package.source]
@@ -1229,7 +1265,7 @@ description = "Python @deprecated decorator to deprecate old python classes, fun
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main"]
-markers = "(extra == \"openfga\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"chroma\""
+markers = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\""
 files = [
     {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
     {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
@@ -1253,7 +1289,7 @@ description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"keycloak\""
+markers = "extra == \"keycloak\" or extra == \"weaviate\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -1356,33 +1392,6 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
-[[package]]
-name = "environs"
-version = "9.5.0"
-description = "simplified environment variable parsing"
-optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
-files = [
-    {file = "environs-9.5.0-py2.py3-none-any.whl", hash = "sha256:1e549569a3de49c05f856f40bce86979e7d5ffbbc4398e7f338574c220189124"},
-    {file = "environs-9.5.0.tar.gz", hash = "sha256:a76307b36fbe856bdca7ee9161e6c466fd7fcffc297109a118c59b54e27e30c9"},
-]
-
-[package.dependencies]
-marshmallow = ">=3.0.0"
-python-dotenv = "*"
-
-[package.extras]
-dev = ["dj-database-url", "dj-email-url", "django-cache-url", "flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)", "pytest", "tox"]
-django = ["dj-database-url", "dj-email-url", "django-cache-url"]
-lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
-tests = ["dj-database-url", "dj-email-url", "django-cache-url", "pytest"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
@@ -1390,7 +1399,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version <= \"3.10\""
 files = [
     {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
     {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
@@ -1557,35 +1566,40 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-api-core"
-version = "2.17.1"
+version = "2.25.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google-api-core-2.17.1.tar.gz", hash = "sha256:9df18a1f87ee0df0bc4eea2770ebc4228392d8cc4066655b320e2cfccb15db95"},
-    {file = "google_api_core-2.17.1-py3-none-any.whl", hash = "sha256:610c5b90092c360736baccf17bd3efbcb30dd380e7a6dc28a71059edb8bd0d8e"},
+    {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"},
+    {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0.dev0"
-googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
 ]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
-requests = ">=2.18.0,<3.0.0.dev0"
+proto-plus = [
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.3,<2.0.0"},
+]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
 [package.source]
 type = "legacy"
@@ -1649,25 +1663,27 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-cloud-datastore"
-version = "2.19.0"
+version = "2.21.0"
 description = "Google Cloud Datastore API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google-cloud-datastore-2.19.0.tar.gz", hash = "sha256:07fc5870a0261f25466c557c134df95a96dfd2537abd088b9d537fbabe99b974"},
-    {file = "google_cloud_datastore-2.19.0-py2.py3-none-any.whl", hash = "sha256:c52086670d4c3779ea7bd8f8353b093a9b5e81c6606f36ffcdf46e6ce9fc80c0"},
+    {file = "google_cloud_datastore-2.21.0-py2.py3-none-any.whl", hash = "sha256:f303f27cd1983383f20bd227019cd8a7897419e0ec6b878367c58c66245f9d9b"},
+    {file = "google_cloud_datastore-2.21.0.tar.gz", hash = "sha256:eee454dd4a55f5b327f9f344928ff1a09a6f77c23d5e3d908ad31a13cc2f4073"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
-google-cloud-core = ">=1.4.0,<3.0.0dev"
+google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
+google-cloud-core = ">=1.4.0,<3.0.0"
 proto-plus = [
-    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
-    {version = ">=1.22.0,<2.0.0dev"},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\""},
+    {version = ">=1.22.0,<2.0.0"},
 ]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
 [package.extras]
 libcst = ["libcst (>=0.2.5)"]
@@ -1679,28 +1695,31 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-cloud-pubsub"
-version = "2.20.1"
+version = "2.31.1"
 description = "Google Cloud Pub/Sub API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google-cloud-pubsub-2.20.1.tar.gz", hash = "sha256:b6d06f1827968273c42b57a09f642462649c9504dc0f8756f99770f4e3e755ad"},
-    {file = "google_cloud_pubsub-2.20.1-py2.py3-none-any.whl", hash = "sha256:06dd62181e2f248f32b9077f4dc07b413191a84fc06d7323b208602d887207bc"},
+    {file = "google_cloud_pubsub-2.31.1-py3-none-any.whl", hash = "sha256:85e9ee330874d725dacf20d65efd52e5ec04141ca04f023d135b961a68b372b0"},
+    {file = "google_cloud_pubsub-2.31.1.tar.gz", hash = "sha256:f4214f692da435afcdfb41e77cfa962238db96e4a4ba64637aaa710442d9c532"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
-google-auth = ">=2.14.1,<3.0.0dev"
-grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
-grpcio = ">=1.51.3,<2.0dev"
+google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0"
+grpc-google-iam-v1 = ">=0.12.4,<1.0.0"
+grpcio = ">=1.51.3,<2.0.0"
 grpcio-status = ">=1.33.2"
+opentelemetry-api = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
+opentelemetry-sdk = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
 proto-plus = [
-    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
-    {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\" and python_version < \"3.13\""},
+    {version = ">=1.22.0,<2.0.0", markers = "python_version < \"3.11\""},
 ]
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 [package.extras]
 docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+test = ["objgraph", "psutil", "setuptools"]
 
 [package.source]
 type = "legacy"
@@ -1815,21 +1830,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "grpc-google-iam-v1"
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 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
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+googleapis-common-protos = {version = ">=1.56.0,<2.0.0", extras = ["grpc"]}
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 idna = "*"
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 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
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 ]
 
 [package.source]
@@ -2254,6 +2251,31 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "id"
+version = "1.5.0"
+description = "A tool for generating OIDC identities"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "id-1.5.0-py3-none-any.whl", hash = "sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658"},
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+]
+
+[package.dependencies]
+requests = "*"
+
+[package.extras]
+dev = ["build", "bump (>=1.3.2)", "id[lint,test]"]
+lint = ["bandit", "interrogate", "mypy", "ruff (<0.8.2)", "types-requests"]
+test = ["coverage[toml]", "pretend", "pytest", "pytest-cov"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "identify"
 version = "2.5.35"
@@ -2312,14 +2334,14 @@ reference = "PyPI-public"
 name = "importlib-metadata"
 version = "7.0.2"
 description = "Read metadata from Python packages"
-optional = false
+optional = true
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
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+markers = {main = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\"", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\" or python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -2438,6 +2460,7 @@ description = "Utility functions for Python class constructs"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
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@@ -2462,7 +2485,7 @@ description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
-markers = "sys_platform == \"linux\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"linux\""
 files = [
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@@ -2620,6 +2643,7 @@ description = "Store and access your passwords safely."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
     {file = "keyring-24.3.1-py3-none-any.whl", hash = "sha256:df38a4d7419a6a60fea5cef1e45a948a3e8430dd12ad88b0f423c5c143906218"},
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@@ -2780,31 +2804,6 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
-[[package]]
-name = "marshmallow"
-version = "3.21.3"
-description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-]
-
-[package.dependencies]
-packaging = ">=17.0"
-
-[package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
-docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
-tests = ["pytest", "pytz", "simplejson"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -2829,6 +2828,7 @@ description = "A lightweight version of Milvus wrapped with Python."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
+markers = "sys_platform != \"win32\""
 files = [
     {file = "milvus_lite-2.4.7-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:c828190118b104b05b8c8e0b5a4147811c86b54b8fb67bc2e726ad10fc0b544e"},
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@@ -2891,6 +2891,7 @@ description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
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@@ -3391,7 +3392,7 @@ description = "OpenTelemetry Python API"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"openfga\" or extra == \"chroma\") and python_version >= \"3.10\" or extra == \"chroma\""
+markers = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\""
 files = [
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@@ -3406,48 +3407,29 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.27.0"
-description = "OpenTelemetry Protobuf encoding"
-optional = true
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"chroma\""
-files = [
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-]
-
-[package.dependencies]
-opentelemetry-proto = "1.27.0"
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.27.0"
+version = "1.11.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry-exporter-otlp-proto-grpc-1.11.1.tar.gz", hash = "sha256:e34fc79c76e299622812da5fe37cfeffdeeea464007530488d824e6c413e6a58"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.11.1-py3-none-any.whl", hash = "sha256:7cabcf548604ab8156644bba0e9cb0a9c50561d621be39429e32581f5c8247a6"},
 ]
 
 [package.dependencies]
-deprecated = ">=1.2.6"
+backoff = ">=1.10.0,<2.0.0"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
-opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.27.0"
-opentelemetry-proto = "1.27.0"
-opentelemetry-sdk = ">=1.27.0,<1.28.0"
+opentelemetry-api = ">=1.3,<2.0"
+opentelemetry-proto = "1.11.1"
+opentelemetry-sdk = ">=1.11,<2.0"
+
+[package.extras]
+test = ["pytest-grpc"]
 
 [package.source]
 type = "legacy"
@@ -3456,19 +3438,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.27.0"
+version = "1.11.1"
 description = "OpenTelemetry Python Proto"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry-proto-1.11.1.tar.gz", hash = "sha256:5df0ec69510a9e2414c0410d91a698ded5a04d3dd37f7d2a3e119e3c42a30647"},
+    {file = "opentelemetry_proto-1.11.1-py3-none-any.whl", hash = "sha256:4d4663123b4777823aa533f478c6cef3ecbcf696d8dc6ac7fd6a90f37a01eafd"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.19,<5.0"
+protobuf = ">=3.13.0"
 
 [package.source]
 type = "legacy"
@@ -3482,7 +3464,7 @@ description = "OpenTelemetry Python SDK"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "extra == \"google\" or extra == \"chroma\""
 files = [
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@@ -3505,7 +3487,7 @@ description = "OpenTelemetry Semantic Conventions"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "extra == \"google\" or extra == \"chroma\""
 files = [
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@@ -3572,64 +3554,96 @@ reference = "PyPI-public"
 
 [[package]]
 name = "orjson"
-version = "3.10.0"
+version = "3.11.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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 [[package]]
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 [package.extras]
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@@ -4186,84 +4191,80 @@ reference = "PyPI-public"
 
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 [package.dependencies]
@@ -4547,29 +4570,29 @@ reference = "PyPI-public"
 
 [[package]]
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 type = "legacy"
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+    {file = "pymssql-2.3.7-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:e69d840bf5cd3abd4e88c80ccb219095b332b107a780e26a578e051b6648e415"},
+    {file = "pymssql-2.3.7-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ba85c3ceb3fbcb1d7d75ecd556a6ec7d88fc97c2c703136c5c63119f7b14b4f9"},
+    {file = "pymssql-2.3.7-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6706cdfca15b62a96c6ab5f48faa087b991c6d070b49b5a797ba93f11a84ffd9"},
+    {file = "pymssql-2.3.7-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:6d01d0c3382d5d05c4c2993e01834013fb1a612e0eb1b3c1a884c194b5e2a5e5"},
+    {file = "pymssql-2.3.7-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b83222b3e13f9a688c7c251f9d5a4106b60728a7935a07ad5e9fc1d5e1c5093a"},
+    {file = "pymssql-2.3.7-cp39-cp39-win32.whl", hash = "sha256:da059513444680080d22ba2e252384877391025da07355d50683ebe7f6c88027"},
+    {file = "pymssql-2.3.7-cp39-cp39-win_amd64.whl", hash = "sha256:208c5a195fdeb4962a7c28f97a70b1f44a6487e74055f797ae519e88c196dbb1"},
+    {file = "pymssql-2.3.7.tar.gz", hash = "sha256:5e6d79c7b1cec40aebec4b099c6e445ccaac24519e5e767b49a4e6f48c087e50"},
 ]
 
 [package.source]
@@ -4866,26 +4862,27 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytest"
-version = "7.4.3"
+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
-    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
-pluggy = ">=0.12,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [package.source]
 type = "legacy"
@@ -5004,7 +5001,7 @@ files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
-markers = {main = "(extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\") and python_version >= \"3.10\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
+markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\") or python_version >= \"3.10\" and (extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\" or extra == \"openfga\") or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -5116,7 +5113,7 @@ description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
-markers = "sys_platform == \"win32\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"win32\""
 files = [
     {file = "pywin32-ctypes-0.2.2.tar.gz", hash = "sha256:3426e063bdd5fd4df74a14fa3cf80a0b42845a87e1d1e81f6549f9daec593a60"},
     {file = "pywin32_ctypes-0.2.2-py3-none-any.whl", hash = "sha256:bf490a1a709baf35d688fe0ecf980ed4de11d2b3e37b51e5442587a75d9957e7"},
@@ -5212,8 +5209,8 @@ grpcio = ">=1.41.0"
 grpcio-tools = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = [
-    {version = ">=1.21", markers = "python_version >= \"3.8\" and python_version < \"3.12\""},
     {version = ">=1.26", markers = "python_version >= \"3.12\""},
+    {version = ">=1.21", markers = "python_version >= \"3.8\" and python_version < \"3.12\""},
 ]
 portalocker = ">=2.7.0,<3.0.0"
 pydantic = ">=1.10.8"
@@ -5643,7 +5640,7 @@ description = "Python bindings to FreeDesktop.org Secret Service API"
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
-markers = "sys_platform == \"linux\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"linux\""
 files = [
     {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
     {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
@@ -5694,7 +5691,7 @@ files = [
     {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
     {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
 ]
-markers = {main = "(extra == \"openfga\" or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\") and python_version >= \"3.10\" or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"weaviate\" or extra == \"qdrant\""}
+markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"qdrant\") or python_version >= \"3.10\" and (extra == \"arangodb\" or extra == \"influxdb\" or extra == \"qdrant\" or extra == \"openfga\") or extra == \"arangodb\" or extra == \"influxdb\" or extra == \"qdrant\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
@@ -6091,7 +6088,7 @@ files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
-markers = {main = "python_version == \"3.10\" and extra == \"openfga\"", dev = "python_version < \"3.11\""}
+markers = {main = "python_version == \"3.10\" and extra == \"openfga\"", dev = "python_version <= \"3.10\""}
 
 [package.source]
 type = "legacy"
@@ -6132,19 +6129,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "trio"
-version = "0.24.0"
+version = "0.30.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"selenium\""
 files = [
-    {file = "trio-0.24.0-py3-none-any.whl", hash = "sha256:c3bd3a4e3e3025cd9a2241eae75637c43fe0b9e88b4c97b9161a55b9e54cd72c"},
-    {file = "trio-0.24.0.tar.gz", hash = "sha256:ffa09a74a6bf81b84f8613909fb0beaee84757450183a7a2e0b47b455c0cac5d"},
+    {file = "trio-0.30.0-py3-none-any.whl", hash = "sha256:3bf4f06b8decf8d3cf00af85f40a89824669e2d033bb32469d34840edcfc22a5"},
+    {file = "trio-0.30.0.tar.gz", hash = "sha256:0781c857c0c81f8f51e0089929a26b5bb63d57f927728a5586f7e36171f064df"},
 ]
 
 [package.dependencies]
-attrs = ">=20.1.0"
+attrs = ">=23.2.0"
 cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = "*"
@@ -6182,20 +6179,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "twine"
-version = "4.0.2"
+version = "6.2.0"
 description = "Collection of utilities for publishing packages on PyPI"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "twine-4.0.2-py3-none-any.whl", hash = "sha256:929bc3c280033347a00f847236564d1c52a3e61b1ac2516c97c48f3ceab756d8"},
-    {file = "twine-4.0.2.tar.gz", hash = "sha256:9e102ef5fdd5a20661eb88fad46338806c3bd32cf1db729603fe3697b1bc83c8"},
+    {file = "twine-6.2.0-py3-none-any.whl", hash = "sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8"},
+    {file = "twine-6.2.0.tar.gz", hash = "sha256:e5ed0d2fd70c9959770dce51c8f39c8945c574e18173a7b81802dab51b4b75cf"},
 ]
 
 [package.dependencies]
-importlib-metadata = ">=3.6"
-keyring = ">=15.1"
-pkginfo = ">=1.8.1"
+id = "*"
+importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
+keyring = {version = ">=21.2.0", markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""}
+packaging = ">=24.0"
 readme-renderer = ">=35.0"
 requests = ">=2.20"
 requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
@@ -6203,6 +6201,9 @@ rfc3986 = ">=1.4.0"
 rich = ">=12.0.0"
 urllib3 = ">=1.26.0"
 
+[package.extras]
+keyring = ["keyring (>=21.2.0)"]
+
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -6230,14 +6231,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "typing-extensions"
-version = "4.11.0"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
-    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [package.source]
@@ -6245,6 +6246,27 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
+files = [
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "tzdata"
 version = "2024.1"
@@ -6387,7 +6409,7 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 groups = ["main", "dev"]
-markers = "python_version == \"3.9\""
+markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
     {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
@@ -6435,27 +6457,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "validators"
-version = "0.22.0"
+version = "0.35.0"
 description = "Python Data Validation for Humans™"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"weaviate\""
 files = [
-    {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
-    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
+    {file = "validators-0.35.0-py3-none-any.whl", hash = "sha256:e8c947097eae7892cb3d26868d637f79f47b4a0554bc6b80065dfe5aac3705dd"},
+    {file = "validators-0.35.0.tar.gz", hash = "sha256:992d6c48a4e77c81f1b4daba10d16c3a9bb0dbb79b3a19ea847ff0928e70497a"},
 ]
 
 [package.extras]
-docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
-docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
-hooks = ["pre-commit (>=3.3.3)"]
-package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
-runner = ["tox (>=4.11.1)"]
-sast = ["bandit[toml] (>=1.7.5)"]
-testing = ["pytest (>=7.4.0)"]
-tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
-tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
+crypto-eth-addresses = ["eth-hash[pycryptodome] (>=0.7.0)"]
 
 [package.source]
 type = "legacy"
@@ -6490,26 +6504,28 @@ reference = "PyPI-public"
 
 [[package]]
 name = "weaviate-client"
-version = "4.5.4"
+version = "4.16.9"
 description = "A python native Weaviate client"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"weaviate\""
 files = [
-    {file = "weaviate-client-4.5.4.tar.gz", hash = "sha256:fc53dc73cd53df453c5e6dc758e49a6a1549212d6670ddd013392107120692f8"},
-    {file = "weaviate_client-4.5.4-py3-none-any.whl", hash = "sha256:f6d3a6b759e5aa0d3350067490526ea38b9274ae4043b4a3ae0064c28d56883f"},
+    {file = "weaviate_client-4.16.9-py3-none-any.whl", hash = "sha256:8b4adabaec0d513edef94c8c1de61c89a86eba3b63a4dc1acdfc9580e80199f4"},
+    {file = "weaviate_client-4.16.9.tar.gz", hash = "sha256:d461071f1ff5ebddd0fc697959628a1d8caa12af1da071401ef25583c3084eba"},
 ]
 
 [package.dependencies]
 authlib = ">=1.2.1,<2.0.0"
-grpcio = ">=1.57.0,<2.0.0"
-grpcio-health-checking = ">=1.57.0,<2.0.0"
-grpcio-tools = ">=1.57.0,<2.0.0"
-httpx = "0.27.0"
-pydantic = ">=2.5.0,<3.0.0"
-requests = ">=2.30.0,<3.0.0"
-validators = "0.22.0"
+deprecation = ">=2.1.0,<3.0.0"
+grpcio = ">=1.59.5,<1.80.0"
+httpx = ">=0.26.0,<0.29.0"
+protobuf = ">=4.21.6,<7.0.0"
+pydantic = ">=2.8.0,<3.0.0"
+validators = ">=0.34.0,<1.0.0"
+
+[package.extras]
+agents = ["weaviate-agents (>=0.3.0,<1.0.0)"]
 
 [package.source]
 type = "legacy"
@@ -6752,14 +6768,14 @@ reference = "PyPI-public"
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
+optional = true
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
     {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
     {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
-markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"chroma\" or extra == \"arangodb\") or extra == \"arangodb\" or extra == \"chroma\" or python_version >= \"3.10\" and (extra == \"openfga\" or extra == \"arangodb\" or extra == \"chroma\")"}
+markers = {main = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\"", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\" or python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
@@ -6819,5 +6835,5 @@ weaviate = ["weaviate-client"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9,<4.0"
-content-hash = "495578a8d383aa0bf5496c6ec2db38e81bb36b30c5cd4b5fdd2d186b4a74b3f1"
+python-versions = ">=3.9.2,<4.0"
+content-hash = "241e8b6ba610907adea4496fdeaef4c3fdc3315d222ab87004692aa9371698fa"
diff --git a/pyproject.toml b/pyproject.toml
index 03e90082c..6a14968bd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ packages = [
 "Issue Tracker" = "https://github.com/testcontainers/testcontainers-python/issues"
 
 [tool.poetry.dependencies]
-python = ">=3.9,<4.0"
+python = ">=3.9.2,<4.0"
 docker = "*"            # ">=4.0"
 urllib3 = "*"           # "<2.0"
 wrapt = "*"             # "^1.16.0"
@@ -175,13 +175,13 @@ trino = ["trino"]
 [tool.poetry.group.dev.dependencies]
 mypy = "1.11.2"
 pre-commit = "^3.6"
-pytest = "7.4.3"
+pytest = "8.4.2"
 pytest-cov = "4.1.0"
 sphinx = "7.2.6"
-twine = "4.0.2"
+twine = "6.2.0"
 anyio = "4.3.0"
 # for tests only
-psycopg2-binary = "2.9.9"
+psycopg2-binary = "2.9.10"
 pg8000 = "1.30.5"
 sqlalchemy = "2.0.28"
 psycopg = "3.1.18"
@@ -189,8 +189,9 @@ cassandra-driver = "3.29.1"
 pytest-asyncio = "0.23.5"
 kafka-python-ng = "^2.2.0"
 hvac = "2.1.0"
-pymilvus = "2.4.3"
-httpx = "0.27.0"
+pymilvus = "2.6.1"
+httpx = "0.28.1"
+cryptography = "45.0.7"
 paho-mqtt = "2.1.0"
 sqlalchemy-cockroachdb = "2.0.2"
 paramiko = "^3.4.0"

From 10089f6e2fe07e53cc47a69521e67a1bf3310065 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Mon, 22 Sep 2025 10:18:12 -0400
Subject: [PATCH 055/208] fix(core): make sure context manager exits (#876)

maybe don't write your software in python
---
 .github/workflows/ci-core.yml          | 2 +-
 core/testcontainers/compose/compose.py | 9 +++++++--
 core/testcontainers/core/container.py  | 7 ++++++-
 pyproject.toml                         | 1 +
 4 files changed, 15 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index 53122c502..fa8fbce91 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -24,7 +24,7 @@ jobs:
       - name: Install Python dependencies
         run: poetry install --all-extras
       - name: Run twine check
-        run: poetry build && poetry run twine check dist/*.tar.gz
+        run: rm -f LICENSE.txt && poetry build && poetry run twine check dist/*.tar.gz
       - name: Set up Docker
         uses: docker/setup-docker-action@v4
       - name: Run tests
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 9441010d5..7605adfa4 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -1,3 +1,4 @@
+import sys
 from dataclasses import asdict, dataclass, field, fields, is_dataclass
 from functools import cached_property
 from json import loads
@@ -223,8 +224,12 @@ def __post_init__(self) -> None:
             self.env_file = [self.env_file]
 
     def __enter__(self) -> "DockerCompose":
-        self.start()
-        return self
+        try:
+            self.start()
+            return self
+        except:  # noqa: E722, RUF100
+            self.__exit__(*sys.exc_info())
+            raise
 
     def __exit__(
         self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index dc5470c3d..f0882a4cd 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -1,4 +1,5 @@
 import contextlib
+import sys
 from os import PathLike
 from socket import socket
 from types import TracebackType
@@ -215,7 +216,11 @@ def stop(self, force: bool = True, delete_volume: bool = True) -> None:
         self.get_docker_client().client.close()
 
     def __enter__(self) -> Self:
-        return self.start()
+        try:
+            return self.start()
+        except:  # noqa: E722, RUF100
+            self.__exit__(*sys.exc_info())
+            raise
 
     def __exit__(
         self, exc_type: Optional[type[BaseException]], exc_val: Optional[BaseException], exc_tb: Optional[TracebackType]
diff --git a/pyproject.toml b/pyproject.toml
index 6a14968bd..bc6bba768 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,6 +10,7 @@ maintainers = [
 ]
 readme = "README.md"
 keywords = ["testing", "logging", "docker", "test automation"]
+license = "Apache-2.0"
 classifiers = [
     "License :: OSI Approved :: Apache Software License",
     "Intended Audience :: Information Technology",

From 769b7b688fe254cb8e38e05f453c4e3fe7999ad5 Mon Sep 17 00:00:00 2001
From: laundry-96 <adelauney96@outlook.com>
Date: Wed, 24 Sep 2025 15:45:40 -0700
Subject: [PATCH 056/208] fix(core): Added 'compose' in
 compose_command_property (#879)

If docker_command_path is specified, 'compose' is not appended, which
causes all of DockerCompose to not work. This issue was found when
attempting to use podman.
---
 core/testcontainers/compose/compose.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 7605adfa4..fb6976924 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -247,7 +247,7 @@ def docker_compose_command(self) -> list[str]:
 
     @cached_property
     def compose_command_property(self) -> list[str]:
-        docker_compose_cmd = [self.docker_command_path] if self.docker_command_path else ["docker", "compose"]
+        docker_compose_cmd = [self.docker_command_path, "compose"] if self.docker_command_path else ["docker", "compose"]
         if self.compose_file_name:
             for file in self.compose_file_name:
                 docker_compose_cmd += ["-f", file]

From ce12f22fd301a48bf2dae7715ee84730d955967e Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 24 Sep 2025 18:46:39 -0400
Subject: [PATCH 057/208] chore(main): release testcontainers 4.13.1 (#877)

:robot: I have created a release *beep* *boop*
---


##
[4.13.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.0...testcontainers-v4.13.1)
(2025-09-24)


### Bug Fixes

* **core:** Added 'compose' in compose_command_property
([#879](https://github.com/testcontainers/testcontainers-python/issues/879))
([769b7b6](https://github.com/testcontainers/testcontainers-python/commit/769b7b688fe254cb8e38e05f453c4e3fe7999ad5))
* **core:** make sure context manager exits
([#876](https://github.com/testcontainers/testcontainers-python/issues/876))
([10089f6](https://github.com/testcontainers/testcontainers-python/commit/10089f6e2fe07e53cc47a69521e67a1bf3310065))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json | 2 +-
 CHANGELOG.md                          | 8 ++++++++
 pyproject.toml                        | 2 +-
 3 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index aeb985ad1..01b1b8b01 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.13.0"
+    ".": "4.13.1"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5d526e5f7..cae6c2d8e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+## [4.13.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.0...testcontainers-v4.13.1) (2025-09-24)
+
+
+### Bug Fixes
+
+* **core:** Added 'compose' in compose_command_property ([#879](https://github.com/testcontainers/testcontainers-python/issues/879)) ([769b7b6](https://github.com/testcontainers/testcontainers-python/commit/769b7b688fe254cb8e38e05f453c4e3fe7999ad5))
+* **core:** make sure context manager exits ([#876](https://github.com/testcontainers/testcontainers-python/issues/876)) ([10089f6](https://github.com/testcontainers/testcontainers-python/commit/10089f6e2fe07e53cc47a69521e67a1bf3310065))
+
 ## [4.13.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.12.0...testcontainers-v4.13.0) (2025-08-27)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index bc6bba768..acdaa0d03 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.13.0"  # auto-incremented by release-please
+version = "4.13.1"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From fe941b17bb97aad15dc4844996f166c9308f4476 Mon Sep 17 00:00:00 2001
From: Evan Teran <evan.teran@gmail.com>
Date: Thu, 2 Oct 2025 09:16:53 -0400
Subject: [PATCH 058/208] fix: issue #889 by changing the annotated return type
 of `waiting_for` to `Self`. (#890)

Fix issue #889 by changing the annotated return type of `waiting_for` to
`Self`.
---
 core/testcontainers/core/container.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index f0882a4cd..dcf576eab 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -169,7 +169,7 @@ def maybe_emulate_amd64(self) -> Self:
             return self.with_kwargs(platform="linux/amd64")
         return self
 
-    def waiting_for(self, strategy: WaitStrategy) -> "DockerContainer":
+    def waiting_for(self, strategy: WaitStrategy) -> Self:
         """Set a wait strategy to be used after container start."""
         self._wait_strategy = strategy
         return self

From f93f379380a9de769fe6a1e1168622865cdf613d Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Fri, 3 Oct 2025 19:47:26 -0400
Subject: [PATCH 059/208] fix(core): waiting improvements + remove decorators
 in core (#894)

---
 core/testcontainers/compose/compose.py      |   4 +-
 core/testcontainers/core/container.py       |   9 +-
 core/testcontainers/core/docker_client.py   |   2 +-
 core/testcontainers/core/generic.py         |   6 +-
 core/testcontainers/core/wait_strategies.py | 196 ++++++++------------
 core/testcontainers/core/waiting_utils.py   |  51 ++++-
 core/tests/test_container.py                |   4 +-
 core/tests/test_new_docker_api.py           |   7 +-
 core/tests/test_wait_strategies.py          |   2 +-
 core/tests/test_waiting_utils.py            |  10 +-
 10 files changed, 155 insertions(+), 136 deletions(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index fb6976924..f2a4debce 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -247,7 +247,9 @@ def docker_compose_command(self) -> list[str]:
 
     @cached_property
     def compose_command_property(self) -> list[str]:
-        docker_compose_cmd = [self.docker_command_path, "compose"] if self.docker_command_path else ["docker", "compose"]
+        docker_compose_cmd = (
+            [self.docker_command_path, "compose"] if self.docker_command_path else ["docker", "compose"]
+        )
         if self.compose_file_name:
             for file in self.compose_file_name:
                 docker_compose_cmd += ["-f", file]
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index dcf576eab..d18544024 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -20,7 +20,7 @@
 from testcontainers.core.network import Network
 from testcontainers.core.utils import is_arm, setup_logger
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
-from testcontainers.core.waiting_utils import WaitStrategy, wait_container_is_ready
+from testcontainers.core.waiting_utils import WaitStrategy
 
 if TYPE_CHECKING:
     from docker.models.containers import Container
@@ -247,8 +247,13 @@ def get_container_host_ip(self) -> str:
             # ensure that we covered all possible connection_modes
             assert_never(connection_mode)
 
-    @wait_container_is_ready()
     def get_exposed_port(self, port: int) -> int:
+        from testcontainers.core.wait_strategies import ContainerStatusWaitStrategy as C
+
+        C().wait_until_ready(self)
+        return self._get_exposed_port(port)
+
+    def _get_exposed_port(self, port: int) -> int:
         if self.get_docker_client().get_connection_mode().use_mapped_port:
             c = self._container
             assert c is not None
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index bf7b506c1..12384c94c 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -174,7 +174,7 @@ def get_container(self, container_id: str) -> dict[str, Any]:
         """
         Get the container with a given identifier.
         """
-        containers = self.client.api.containers(filters={"id": container_id})
+        containers = self.client.api.containers(all=True, filters={"id": container_id})
         if not containers:
             raise RuntimeError(f"Could not get container with id {container_id}")
         return cast("dict[str, Any]", containers[0])
diff --git a/core/testcontainers/core/generic.py b/core/testcontainers/core/generic.py
index e427c2ad5..591a4a8a8 100644
--- a/core/testcontainers/core/generic.py
+++ b/core/testcontainers/core/generic.py
@@ -16,7 +16,6 @@
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
 
 ADDITIONAL_TRANSIENT_ERRORS = []
 try:
@@ -34,8 +33,11 @@ class DbContainer(DockerContainer):
     Generic database container.
     """
 
-    @wait_container_is_ready(*ADDITIONAL_TRANSIENT_ERRORS)
     def _connect(self) -> None:
+        from testcontainers.core.wait_strategies import ContainerStatusWaitStrategy as C
+
+        C().with_transient_exceptions(*ADDITIONAL_TRANSIENT_ERRORS).wait_until_ready(self)
+
         import sqlalchemy
 
         engine = sqlalchemy.create_engine(self.get_connection_url())
diff --git a/core/testcontainers/core/wait_strategies.py b/core/testcontainers/core/wait_strategies.py
index a1f5b112e..cac2a2ef6 100644
--- a/core/testcontainers/core/wait_strategies.py
+++ b/core/testcontainers/core/wait_strategies.py
@@ -31,14 +31,20 @@
 import time
 from datetime import timedelta
 from pathlib import Path
-from typing import Any, Callable, Optional, Union
+from typing import TYPE_CHECKING, Any, Callable, Optional, Union, cast
 from urllib.error import HTTPError, URLError
 from urllib.request import Request, urlopen
 
+from typing_extensions import Self
+
+from testcontainers.compose import DockerCompose
 from testcontainers.core.utils import setup_logger
 
 # Import base classes from waiting_utils to make them available for tests
-from .waiting_utils import WaitStrategy, WaitStrategyTarget
+from testcontainers.core.waiting_utils import WaitStrategy, WaitStrategyTarget
+
+if TYPE_CHECKING:
+    from testcontainers.core.container import DockerContainer
 
 logger = setup_logger(__name__)
 
@@ -77,22 +83,6 @@ def __init__(
         self._times = times
         self._predicate_streams_and = predicate_streams_and
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "LogMessageWaitStrategy":
-        """Set the maximum time to wait for the container to be ready."""
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-        return self
-
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "LogMessageWaitStrategy":
-        """Set how frequently to check if the container is ready."""
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
-        return self
-
     def wait_until_ready(self, container: "WaitStrategyTarget") -> None:
         """
         Wait until the specified message appears in the container logs.
@@ -198,22 +188,6 @@ def __init__(self, port: int, path: Optional[str] = "/") -> None:
         self._body: Optional[str] = None
         self._insecure_tls = False
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "HttpWaitStrategy":
-        """Set the maximum time to wait for the container to be ready."""
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-        return self
-
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "HttpWaitStrategy":
-        """Set how frequently to check if the container is ready."""
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
-        return self
-
     @classmethod
     def from_url(cls, url: str) -> "HttpWaitStrategy":
         """
@@ -483,22 +457,6 @@ class HealthcheckWaitStrategy(WaitStrategy):
     def __init__(self) -> None:
         super().__init__()
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "HealthcheckWaitStrategy":
-        """Set the maximum time to wait for the container to be ready."""
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-        return self
-
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "HealthcheckWaitStrategy":
-        """Set how frequently to check if the container is ready."""
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
-        return self
-
     def wait_until_ready(self, container: WaitStrategyTarget) -> None:
         """
         Wait until the container's health check reports as healthy.
@@ -581,22 +539,6 @@ def __init__(self, port: int) -> None:
         super().__init__()
         self._port = port
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "PortWaitStrategy":
-        """Set the maximum time to wait for the container to be ready."""
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-        return self
-
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "PortWaitStrategy":
-        """Set how frequently to check if the container is ready."""
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
-        return self
-
     def wait_until_ready(self, container: WaitStrategyTarget) -> None:
         """
         Wait until the specified port is available for connection.
@@ -654,22 +596,6 @@ def __init__(self, file_path: Union[str, Path]) -> None:
         super().__init__()
         self._file_path = Path(file_path)
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "FileExistsWaitStrategy":
-        """Set the maximum time to wait for the container to be ready."""
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-        return self
-
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "FileExistsWaitStrategy":
-        """Set how frequently to check if the container is ready."""
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
-        return self
-
     def wait_until_ready(self, container: WaitStrategyTarget) -> None:
         """
         Wait until the specified file exists on the host filesystem.
@@ -718,6 +644,65 @@ def wait_until_ready(self, container: WaitStrategyTarget) -> None:
             time.sleep(self._poll_interval)
 
 
+class ContainerStatusWaitStrategy(WaitStrategy):
+    """
+    The possible values for the container status are:
+        created
+        running
+        paused
+        restarting
+        exited
+        removing
+        dead
+    https://docs.docker.com/reference/cli/docker/container/ls/#status
+    """
+
+    CONTINUE_STATUSES = frozenset(("created", "restarting"))
+
+    def __init__(self) -> None:
+        super().__init__()
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        result = self._poll(lambda: self.running(self.get_status(container)))
+        if not result:
+            raise TimeoutError("container did not become running")
+
+    @staticmethod
+    def running(status: str) -> bool:
+        if status == "running":
+            logger.debug("status is now running")
+            return True
+        if status in ContainerStatusWaitStrategy.CONTINUE_STATUSES:
+            logger.debug(
+                "status is %s, which is valid for continuing (%s)",
+                status,
+                ContainerStatusWaitStrategy.CONTINUE_STATUSES,
+            )
+            return False
+        raise StopIteration(f"container status not valid for continuing: {status}")
+
+    def get_status(self, container: Any) -> str:
+        from testcontainers.core.container import DockerContainer
+
+        if isinstance(container, DockerContainer):
+            return self._get_status_tc_container(container)
+        if isinstance(container, DockerCompose):
+            return self._get_status_compose_container(container)
+        raise TypeError(f"not supported operation: 'get_status' for type: {type(container)}")
+
+    @staticmethod
+    def _get_status_tc_container(container: "DockerContainer") -> str:
+        logger.debug("fetching status of container %s", container)
+        wrapped = container.get_wrapped_container()
+        wrapped.reload()
+        return cast("str", wrapped.status)
+
+    @staticmethod
+    def _get_status_compose_container(container: DockerCompose) -> str:
+        logger.debug("fetching status of compose container %s", container)
+        raise NotImplementedError
+
+
 class CompositeWaitStrategy(WaitStrategy):
     """
     Wait for multiple conditions to be satisfied in sequence.
@@ -748,42 +733,22 @@ def __init__(self, *strategies: WaitStrategy) -> None:
         super().__init__()
         self._strategies = list(strategies)
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "CompositeWaitStrategy":
-        """
-        Set the startup timeout for all contained strategies.
-
-        Args:
-            timeout: Maximum time to wait in seconds
-
-        Returns:
-            self for method chaining
-        """
-        if isinstance(timeout, timedelta):
-            self._startup_timeout = int(timeout.total_seconds())
-        else:
-            self._startup_timeout = timeout
-
-        for strategy in self._strategies:
-            strategy.with_startup_timeout(timeout)
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> Self:
+        super().with_poll_interval(interval)
+        for _strategy in self._strategies:
+            _strategy.with_poll_interval(interval)
         return self
 
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "CompositeWaitStrategy":
-        """
-        Set the poll interval for all contained strategies.
-
-        Args:
-            interval: How frequently to check in seconds
-
-        Returns:
-            self for method chaining
-        """
-        if isinstance(interval, timedelta):
-            self._poll_interval = interval.total_seconds()
-        else:
-            self._poll_interval = interval
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> Self:
+        super().with_startup_timeout(timeout)
+        for _strategy in self._strategies:
+            _strategy.with_startup_timeout(timeout)
+        return self
 
-        for strategy in self._strategies:
-            strategy.with_poll_interval(interval)
+    def with_transient_exceptions(self, *transient_exceptions: type[Exception]) -> Self:
+        super().with_transient_exceptions(*transient_exceptions)
+        for _strategy in self._strategies:
+            _strategy.with_transient_exceptions(*transient_exceptions)
         return self
 
     def wait_until_ready(self, container: WaitStrategyTarget) -> None:
@@ -816,6 +781,7 @@ def wait_until_ready(self, container: WaitStrategyTarget) -> None:
 
 __all__ = [
     "CompositeWaitStrategy",
+    "ContainerStatusWaitStrategy",
     "FileExistsWaitStrategy",
     "HealthcheckWaitStrategy",
     "HttpWaitStrategy",
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 7775fce98..9942854aa 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -20,8 +20,9 @@
 from typing import Any, Callable, Optional, Protocol, TypeVar, Union, cast
 
 import wrapt
+from typing_extensions import Self
 
-from testcontainers.core.config import testcontainers_config as config
+from testcontainers.core.config import testcontainers_config
 from testcontainers.core.utils import setup_logger
 
 logger = setup_logger(__name__)
@@ -73,10 +74,11 @@ class WaitStrategy(ABC):
     """Base class for all wait strategies."""
 
     def __init__(self) -> None:
-        self._startup_timeout: float = config.timeout
-        self._poll_interval: float = config.sleep_time
+        self._startup_timeout: float = testcontainers_config.timeout
+        self._poll_interval: float = testcontainers_config.sleep_time
+        self._transient_exceptions: list[type[Exception]] = [*TRANSIENT_EXCEPTIONS]
 
-    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "WaitStrategy":
+    def with_startup_timeout(self, timeout: Union[int, timedelta]) -> Self:
         """Set the maximum time to wait for the container to be ready."""
         if isinstance(timeout, timedelta):
             self._startup_timeout = float(int(timeout.total_seconds()))
@@ -84,7 +86,7 @@ def with_startup_timeout(self, timeout: Union[int, timedelta]) -> "WaitStrategy"
             self._startup_timeout = float(timeout)
         return self
 
-    def with_poll_interval(self, interval: Union[float, timedelta]) -> "WaitStrategy":
+    def with_poll_interval(self, interval: Union[float, timedelta]) -> Self:
         """Set how frequently to check if the container is ready."""
         if isinstance(interval, timedelta):
             self._poll_interval = interval.total_seconds()
@@ -92,11 +94,46 @@ def with_poll_interval(self, interval: Union[float, timedelta]) -> "WaitStrategy
             self._poll_interval = interval
         return self
 
+    def with_transient_exceptions(self, *transient_exceptions: type[Exception]) -> Self:
+        self._transient_exceptions.extend(transient_exceptions)
+        return self
+
     @abstractmethod
     def wait_until_ready(self, container: WaitStrategyTarget) -> None:
         """Wait until the container is ready."""
         pass
 
+    def _poll(self, check: Callable[[], bool], transient_exceptions: Optional[list[type[Exception]]] = None) -> bool:
+        if not transient_exceptions:
+            all_te_types = self._transient_exceptions
+        else:
+            all_te_types = [*self._transient_exceptions, *(transient_exceptions or [])]
+
+        start = time.time()
+        while True:
+            start_attempt = time.time()
+            duration = start_attempt - start
+            if duration > self._startup_timeout:
+                return False
+
+            # noinspection PyBroadException
+            try:
+                result = check()
+                if result:
+                    return result
+            except StopIteration:
+                return False
+            except Exception as e:  # noqa: E722, RUF100
+                is_transient = False
+                for et in all_te_types:
+                    if isinstance(e, et):
+                        is_transient = True
+                if not is_transient:
+                    raise RuntimeError(f"exception while checking for strategy {self}") from e
+
+            seconds_left_until_next = self._poll_interval - (time.time() - start_attempt)
+            time.sleep(max(0.0, seconds_left_until_next))
+
 
 # Keep existing wait_container_is_ready but make it use the new system internally
 def wait_container_is_ready(*transient_exceptions: type[Exception]) -> Callable[[F], F]:
@@ -194,7 +231,7 @@ def wait_for(condition: Callable[..., bool]) -> bool:
 def wait_for_logs(
     container: WaitStrategyTarget,
     predicate: Union[Callable[[str], bool], str, WaitStrategy],
-    timeout: float = config.timeout,
+    timeout: float = testcontainers_config.timeout,
     interval: float = 1,
     predicate_streams_and: bool = False,
     raise_on_exit: bool = False,
@@ -261,7 +298,7 @@ def wait_for_logs(
     # Original implementation for backwards compatibility
     re_predicate: Optional[Callable[[str], Any]] = None
     if timeout is None:
-        timeout = config.timeout
+        timeout = testcontainers_config.timeout
     if isinstance(predicate, str):
         re_predicate = re.compile(predicate, re.MULTILINE).search
     elif callable(predicate):
diff --git a/core/tests/test_container.py b/core/tests/test_container.py
index f87bb94ce..30b80f79d 100644
--- a/core/tests/test_container.py
+++ b/core/tests/test_container.py
@@ -67,14 +67,14 @@ def fake_mapped(container_id: str, port: int) -> int:
     monkeypatch.setattr(client, "port", fake_mapped)
     monkeypatch.setattr(client, "get_connection_mode", lambda: mode)
 
-    assert container.get_exposed_port(8080) == 45678
+    assert container._get_exposed_port(8080) == 45678
 
 
 def test_get_exposed_port_original(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
     client = container._docker
     monkeypatch.setattr(client, "get_connection_mode", lambda: ConnectionMode.bridge_ip)
 
-    assert container.get_exposed_port(8080) == 8080
+    assert container._get_exposed_port(8080) == 8080
 
 
 @pytest.mark.parametrize(
diff --git a/core/tests/test_new_docker_api.py b/core/tests/test_new_docker_api.py
index 26a79aa95..675ebab90 100644
--- a/core/tests/test_new_docker_api.py
+++ b/core/tests/test_new_docker_api.py
@@ -4,12 +4,11 @@
 
 
 def test_docker_custom_image():
-    container = DockerContainer("mysql:5.7.17")
-    container.with_exposed_ports(3306)
-    container.with_env("MYSQL_ROOT_PASSWORD", "root")
+    container = DockerContainer("nginx:alpine-slim")
+    container.with_exposed_ports(80)
 
     with container:
-        port = container.get_exposed_port(3306)
+        port = container.get_exposed_port(80)
         assert int(port) > 0
 
 
diff --git a/core/tests/test_wait_strategies.py b/core/tests/test_wait_strategies.py
index 8e70e2544..da62f1fbe 100644
--- a/core/tests/test_wait_strategies.py
+++ b/core/tests/test_wait_strategies.py
@@ -484,7 +484,7 @@ def test_wait_until_ready(self, mock_sleep, mock_time, mock_socket, connection_s
             strategy.wait_until_ready(mock_container)
             mock_socket_instance.connect.assert_called_once_with(("localhost", 8080))
         else:
-            with pytest.raises(TimeoutError, match="Port 8080 not available within 1 seconds"):
+            with pytest.raises(TimeoutError, match="Port 8080 not available within 1.0 seconds"):
                 strategy.wait_until_ready(mock_container)
 
 
diff --git a/core/tests/test_waiting_utils.py b/core/tests/test_waiting_utils.py
index bd77fc25d..635c58c4e 100644
--- a/core/tests/test_waiting_utils.py
+++ b/core/tests/test_waiting_utils.py
@@ -1,6 +1,7 @@
 import pytest
 
 from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import ContainerStatusWaitStrategy
 from testcontainers.core.waiting_utils import wait_for_logs, wait_for, wait_container_is_ready
 
 
@@ -28,8 +29,15 @@ def simple_check() -> bool:
 def test_wait_container_is_ready_decorator_with_container() -> None:
     """Test wait_container_is_ready decorator with a real container."""
 
-    @wait_container_is_ready()
     def check_container_logs(container: DockerContainer) -> bool:
+        # wait until it becomes running.
+        # if it is too late, it is actually fine in this case.
+        # we are happy with an exited (even crashed) container that has logs.
+        try:
+            ContainerStatusWaitStrategy().wait_until_ready(container)
+        except TimeoutError:
+            pass
+
         stdout, stderr = container.get_logs()
         return b"Hello from Docker!" in stdout or b"Hello from Docker!" in stderr
 

From 2e4d80ade5a2048c8bc79d7a2438004b8e0954e4 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sat, 4 Oct 2025 12:31:19 +0300
Subject: [PATCH 060/208] fix(core): Fix issues with doctests (#893)

---
 core/testcontainers/compose/compose.py |  4 ++--
 core/testcontainers/core/container.py  | 10 +++-------
 2 files changed, 5 insertions(+), 9 deletions(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index f2a4debce..61961ce0d 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -36,8 +36,7 @@ def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
 @dataclass
 class PublishedPortModel:
     """
-    Class that represents the response we get from compose when inquiring status
-    via `DockerCompose.get_running_containers()`.
+    Class that represents the response we get from compose when inquiring status via `DockerCompose.get_running_containers()`.
     """
 
     URL: Optional[str] = None
@@ -263,6 +262,7 @@ def compose_command_property(self) -> list[str]:
     def waiting_for(self, strategies: dict[str, WaitStrategy]) -> "DockerCompose":
         """
         Set wait strategies for specific services.
+
         Args:
             strategies: Dictionary mapping service names to wait strategies
         """
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index d18544024..4bb4eec48 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -39,15 +39,11 @@ class DockerContainer:
 
     Args:
         image: The name of the image to start.
-        docker_client_kw: Dictionary with arguments that will be passed to the
-            docker.DockerClient init.
+        docker_client_kw: Dictionary with arguments that will be passed to the docker.DockerClient init.
         command: Optional execution command for the container.
         name: Optional name for the container.
-        ports: Ports to be exposed by the container. The port number will be
-            automatically assigned on the host, use
-            :code:`get_exposed_port(PORT)` method to get the port number on the host.
-        volumes: Volumes to mount into the container. Each entry should be a tuple with
-            three values: host path, container path and. mode (default 'ro').
+        ports: Ports to be exposed by the container. The port number will be automatically assigned on the host, use :code:`get_exposed_port(PORT)` method to get the port number on the host.
+        volumes: Volumes to mount into the container. Each entry should be a tuple with three values: host path, container path and mode (default 'ro').
         network: Optional network to connect the container to.
         network_aliases: Optional list of aliases for the container in the network.
 

From bb646e903236a1df72bc38dbb47d1dba95527198 Mon Sep 17 00:00:00 2001
From: "TzuHsiang (Andy) Su" <f2280c@gmail.com>
Date: Sat, 4 Oct 2025 05:45:23 -0400
Subject: [PATCH 061/208] fix(trino): Remove deprecated class and decorator
 from Trino container (#895)

---
 .../trino/testcontainers/trino/__init__.py    | 29 +++++--------------
 1 file changed, 8 insertions(+), 21 deletions(-)

diff --git a/modules/trino/testcontainers/trino/__init__.py b/modules/trino/testcontainers/trino/__init__.py
index 97e3f9de4..ce1801601 100644
--- a/modules/trino/testcontainers/trino/__init__.py
+++ b/modules/trino/testcontainers/trino/__init__.py
@@ -13,41 +13,28 @@
 import re
 
 from testcontainers.core.config import testcontainers_config as c
-from testcontainers.core.generic import DbContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
-from trino.dbapi import connect
+from testcontainers.core.generic import DockerContainer
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 
-class TrinoContainer(DbContainer):
+class TrinoContainer(DockerContainer):
     def __init__(
         self,
         image="trinodb/trino:latest",
         user: str = "test",
         port: int = 8080,
+        container_start_timeout: int = 30,
         **kwargs,
     ):
         super().__init__(image=image, **kwargs)
         self.user = user
         self.port = port
         self.with_exposed_ports(self.port)
-
-    @wait_container_is_ready()
-    def _connect(self) -> None:
-        wait_for_logs(
-            self,
-            re.compile(".*======== SERVER STARTED ========.*", re.MULTILINE).search,
-            c.max_tries,
-            c.sleep_time,
-        )
-        conn = connect(
-            host=self.get_container_host_ip(),
-            port=self.get_exposed_port(self.port),
-            user=self.user,
+        self.waiting_for(
+            LogMessageWaitStrategy(re.compile(".*======== SERVER STARTED ========.*", re.MULTILINE))
+            .with_poll_interval(c.sleep_time)
+            .with_startup_timeout(container_start_timeout)
         )
-        cur = conn.cursor()
-        cur.execute("SELECT 1")
-        cur.fetchall()
-        conn.close()
 
     def get_connection_url(self):
         return f"trino://{self.user}@{self.get_container_host_ip()}:{self.port}"

From e6b976de43fc6fe90d7131fd25983f9c6b08429b Mon Sep 17 00:00:00 2001
From: Lorenzo Benvenuti <lorenzobenvenuti@users.noreply.github.com>
Date: Tue, 7 Oct 2025 23:46:58 +0200
Subject: [PATCH 062/208] =?UTF-8?q?fix(redpanda):=20copy=20the=20startup?=
 =?UTF-8?q?=20script=20to=20a=20path=20that=20can=20be=20written=20?=
 =?UTF-8?q?=E2=80=A6=20(#867)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

…by the redpanda user (#841)

See https://github.com/testcontainers/testcontainers-python/issues/841

Co-authored-by: Lorenzo Benvenuti <lbenvenu@redhat.com>
---
 modules/kafka/testcontainers/kafka/_redpanda.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/modules/kafka/testcontainers/kafka/_redpanda.py b/modules/kafka/testcontainers/kafka/_redpanda.py
index 90d02c4cb..b49957d03 100644
--- a/modules/kafka/testcontainers/kafka/_redpanda.py
+++ b/modules/kafka/testcontainers/kafka/_redpanda.py
@@ -1,3 +1,4 @@
+import os.path
 import tarfile
 import time
 from io import BytesIO
@@ -21,7 +22,7 @@ class RedpandaContainer(DockerContainer):
             ...    connection = redpanda.get_bootstrap_server()
     """
 
-    TC_START_SCRIPT = "/tc-start.sh"
+    TC_START_SCRIPT = "/var/lib/redpanda/tc-start.sh"
 
     def __init__(
         self,
@@ -74,9 +75,10 @@ def start(self, timeout=10) -> "RedpandaContainer":
 
     def create_file(self, content: bytes, path: str) -> None:
         with BytesIO() as archive, tarfile.TarFile(fileobj=archive, mode="w") as tar:
-            tarinfo = tarfile.TarInfo(name=path)
+            dirname, basename = os.path.split(path)
+            tarinfo = tarfile.TarInfo(name=basename)
             tarinfo.size = len(content)
             tarinfo.mtime = time.time()
             tar.addfile(tarinfo, BytesIO(content))
             archive.seek(0)
-            self.get_wrapped_container().put_archive("/", archive)
+            self.get_wrapped_container().put_archive(dirname, archive)

From 13886120e9cb72666a40ea3691ea13e584805918 Mon Sep 17 00:00:00 2001
From: fran-penedo <fran@franpenedo.com>
Date: Tue, 7 Oct 2025 23:48:34 +0200
Subject: [PATCH 063/208] fix(mongo): mongo start waiting forever for old mongo
 versions (#783)

Old versions of Mongo, like 3.6, log the message "waiting for
connections [...]", with a lowercase 'w', while newer versions log the
message with uppercase 'W'. This commit makes the log search when
starting the container case insensitive.

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 modules/mongodb/testcontainers/mongodb/__init__.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/modules/mongodb/testcontainers/mongodb/__init__.py b/modules/mongodb/testcontainers/mongodb/__init__.py
index 4a436b195..7ab4e11d4 100644
--- a/modules/mongodb/testcontainers/mongodb/__init__.py
+++ b/modules/mongodb/testcontainers/mongodb/__init__.py
@@ -11,6 +11,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 import os
+import re
 from typing import Optional
 
 from pymongo import MongoClient
@@ -77,7 +78,12 @@ def get_connection_url(self) -> str:
         )
 
     def _connect(self) -> None:
-        wait_for_logs(self, "Waiting for connections")
+        regex = re.compile(r"waiting for connections", re.MULTILINE | re.IGNORECASE)
+
+        def predicate(text: str) -> bool:
+            return regex.search(text) is not None
+
+        wait_for_logs(self, predicate)
 
     def get_connection_client(self) -> MongoClient:
         return MongoClient(self.get_connection_url())

From 5c1504c217d8cd3debd99dee54db826e49bfa579 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Tue, 7 Oct 2025 17:52:04 -0400
Subject: [PATCH 064/208] chore(main): release testcontainers 4.13.2 (#891)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

:robot: I have created a release *beep* *boop*
---


##
[4.13.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.1...testcontainers-v4.13.2)
(2025-10-07)


### Bug Fixes

* **core:** Fix issues with doctests
([#893](https://github.com/testcontainers/testcontainers-python/issues/893))
([2e4d80a](https://github.com/testcontainers/testcontainers-python/commit/2e4d80ade5a2048c8bc79d7a2438004b8e0954e4))
* **core:** waiting improvements + remove decorators in core
([#894](https://github.com/testcontainers/testcontainers-python/issues/894))
([f93f379](https://github.com/testcontainers/testcontainers-python/commit/f93f379380a9de769fe6a1e1168622865cdf613d))
* issue
[#889](https://github.com/testcontainers/testcontainers-python/issues/889)
by changing the annotated return type of `waiting_for` to `Self`.
([#890](https://github.com/testcontainers/testcontainers-python/issues/890))
([fe941b1](https://github.com/testcontainers/testcontainers-python/commit/fe941b17bb97aad15dc4844996f166c9308f4476))
* **mongo:** mongo start waiting forever for old mongo versions
([#783](https://github.com/testcontainers/testcontainers-python/issues/783))
([1388612](https://github.com/testcontainers/testcontainers-python/commit/13886120e9cb72666a40ea3691ea13e584805918))
* **redpanda:** copy the startup script to a path that can be written …
([#867](https://github.com/testcontainers/testcontainers-python/issues/867))
([e6b976d](https://github.com/testcontainers/testcontainers-python/commit/e6b976de43fc6fe90d7131fd25983f9c6b08429b))
* **trino:** Remove deprecated class and decorator from Trino container
([#895](https://github.com/testcontainers/testcontainers-python/issues/895))
([bb646e9](https://github.com/testcontainers/testcontainers-python/commit/bb646e903236a1df72bc38dbb47d1dba95527198))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 12 ++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 01b1b8b01..639788477 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.13.1"
+    ".": "4.13.2"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index cae6c2d8e..18e3bbdd7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Changelog
 
+## [4.13.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.1...testcontainers-v4.13.2) (2025-10-07)
+
+
+### Bug Fixes
+
+* **core:** Fix issues with doctests ([#893](https://github.com/testcontainers/testcontainers-python/issues/893)) ([2e4d80a](https://github.com/testcontainers/testcontainers-python/commit/2e4d80ade5a2048c8bc79d7a2438004b8e0954e4))
+* **core:** waiting improvements + remove decorators in core ([#894](https://github.com/testcontainers/testcontainers-python/issues/894)) ([f93f379](https://github.com/testcontainers/testcontainers-python/commit/f93f379380a9de769fe6a1e1168622865cdf613d))
+* issue [#889](https://github.com/testcontainers/testcontainers-python/issues/889) by changing the annotated return type of `waiting_for` to `Self`. ([#890](https://github.com/testcontainers/testcontainers-python/issues/890)) ([fe941b1](https://github.com/testcontainers/testcontainers-python/commit/fe941b17bb97aad15dc4844996f166c9308f4476))
+* **mongo:** mongo start waiting forever for old mongo versions ([#783](https://github.com/testcontainers/testcontainers-python/issues/783)) ([1388612](https://github.com/testcontainers/testcontainers-python/commit/13886120e9cb72666a40ea3691ea13e584805918))
+* **redpanda:** copy the startup script to a path that can be written … ([#867](https://github.com/testcontainers/testcontainers-python/issues/867)) ([e6b976d](https://github.com/testcontainers/testcontainers-python/commit/e6b976de43fc6fe90d7131fd25983f9c6b08429b))
+* **trino:** Remove deprecated class and decorator from Trino container ([#895](https://github.com/testcontainers/testcontainers-python/issues/895)) ([bb646e9](https://github.com/testcontainers/testcontainers-python/commit/bb646e903236a1df72bc38dbb47d1dba95527198))
+
 ## [4.13.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.0...testcontainers-v4.13.1) (2025-09-24)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index acdaa0d03..59f2f5a85 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.13.1"  # auto-incremented by release-please
+version = "4.13.2"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From 3f667847a0d9a893e4f15481d81d131817382d5c Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Wed, 22 Oct 2025 00:33:12 +0300
Subject: [PATCH 065/208] fix(docs): Update dependencies for docs (#900)

Fixes the dependencies related security issues for docs.
---
 docs/poetry.lock      | 566 ++++++++++++++++++++++--------------------
 docs/pyproject.toml   |   2 +-
 docs/requirements.txt |  34 +--
 3 files changed, 319 insertions(+), 283 deletions(-)

diff --git a/docs/poetry.lock b/docs/poetry.lock
index bb4f10cd7..ce279007d 100644
--- a/docs/poetry.lock
+++ b/docs/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "babel"
@@ -17,18 +17,19 @@ dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)"
 
 [[package]]
 name = "backrefs"
-version = "5.8"
+version = "5.9"
 description = "A wrapper around re and regex that adds additional back references."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "backrefs-5.8-py310-none-any.whl", hash = "sha256:c67f6638a34a5b8730812f5101376f9d41dc38c43f1fdc35cb54700f6ed4465d"},
-    {file = "backrefs-5.8-py311-none-any.whl", hash = "sha256:2e1c15e4af0e12e45c8701bd5da0902d326b2e200cafcd25e49d9f06d44bb61b"},
-    {file = "backrefs-5.8-py312-none-any.whl", hash = "sha256:bbef7169a33811080d67cdf1538c8289f76f0942ff971222a16034da88a73486"},
-    {file = "backrefs-5.8-py313-none-any.whl", hash = "sha256:e3a63b073867dbefd0536425f43db618578528e3896fb77be7141328642a1585"},
-    {file = "backrefs-5.8-py39-none-any.whl", hash = "sha256:a66851e4533fb5b371aa0628e1fee1af05135616b86140c9d787a2ffdf4b8fdc"},
-    {file = "backrefs-5.8.tar.gz", hash = "sha256:2cab642a205ce966af3dd4b38ee36009b31fa9502a35fd61d59ccc116e40a6bd"},
+    {file = "backrefs-5.9-py310-none-any.whl", hash = "sha256:db8e8ba0e9de81fcd635f440deab5ae5f2591b54ac1ebe0550a2ca063488cd9f"},
+    {file = "backrefs-5.9-py311-none-any.whl", hash = "sha256:6907635edebbe9b2dc3de3a2befff44d74f30a4562adbb8b36f21252ea19c5cf"},
+    {file = "backrefs-5.9-py312-none-any.whl", hash = "sha256:7fdf9771f63e6028d7fee7e0c497c81abda597ea45d6b8f89e8ad76994f5befa"},
+    {file = "backrefs-5.9-py313-none-any.whl", hash = "sha256:cc37b19fa219e93ff825ed1fed8879e47b4d89aa7a1884860e2db64ccd7c676b"},
+    {file = "backrefs-5.9-py314-none-any.whl", hash = "sha256:df5e169836cc8acb5e440ebae9aad4bf9d15e226d3bad049cf3f6a5c20cc8dc9"},
+    {file = "backrefs-5.9-py39-none-any.whl", hash = "sha256:f48ee18f6252b8f5777a22a00a09a85de0ca931658f1dd96d4406a34f3748c60"},
+    {file = "backrefs-5.9.tar.gz", hash = "sha256:808548cb708d66b82ee231f962cb36faaf4f2baab032f2fbb783e9c2fdddaa59"},
 ]
 
 [package.extras]
@@ -36,128 +37,115 @@ extras = ["regex"]
 
 [[package]]
 name = "bracex"
-version = "2.5.post1"
+version = "2.6"
 description = "Bash style brace expander."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "bracex-2.5.post1-py3-none-any.whl", hash = "sha256:13e5732fec27828d6af308628285ad358047cec36801598368cb28bc631dbaf6"},
-    {file = "bracex-2.5.post1.tar.gz", hash = "sha256:12c50952415bfa773d2d9ccb8e79651b8cdb1f31a42f6091b804f6ba2b4a66b6"},
+    {file = "bracex-2.6-py3-none-any.whl", hash = "sha256:0b0049264e7340b3ec782b5cb99beb325f36c3782a32e36e876452fd49a09952"},
+    {file = "bracex-2.6.tar.gz", hash = "sha256:98f1347cd77e22ee8d967a30ad4e310b233f7754dbf31ff3fceb76145ba47dc7"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.4.26"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
-    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.2"
+version = "3.4.3"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 [[package]]
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 [[package]]
@@ -433,14 +449,14 @@ pyyaml = ">=5.1"
 
 [[package]]
 name = "mkdocs-include-markdown-plugin"
-version = "7.1.5"
+version = "7.2.0"
 description = "Mkdocs Markdown includer plugin."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -468,14 +484,14 @@ pyyaml = "*"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.13"
+version = "9.6.21"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
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+    {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
 ]
 
 [[package]]
 name = "pyyaml-env-tag"
-version = "1.0"
+version = "1.1"
 description = "A custom YAML tag for referencing environment variables in YAML files."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pyyaml_env_tag-1.0-py3-none-any.whl", hash = "sha256:37f081041b8dca44ed8eb931ce0056f97de17251450f0ed08773dc2bcaf9e683"},
-    {file = "pyyaml_env_tag-1.0.tar.gz", hash = "sha256:bc952534a872b583f66f916e2dd83e7a7b9087847f4afca6d9c957c48b258ed2"},
+    {file = "pyyaml_env_tag-1.1-py3-none-any.whl", hash = "sha256:17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04"},
+    {file = "pyyaml_env_tag-1.1.tar.gz", hash = "sha256:2eb38b75a2d21ee0475d6d97ec19c63287a7e140231e4214969d0eac923cd7ff"},
 ]
 
 [package.dependencies]
@@ -694,19 +730,19 @@ pyyaml = "*"
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -728,14 +764,14 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.4.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
-    {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
@@ -789,14 +825,14 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "wcmatch"
-version = "10.0"
+version = "10.1"
 description = "Wildcard/glob file name matcher."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "wcmatch-10.0-py3-none-any.whl", hash = "sha256:0dd927072d03c0a6527a20d2e6ad5ba8d0380e60870c383bc533b71744df7b7a"},
-    {file = "wcmatch-10.0.tar.gz", hash = "sha256:e72f0de09bba6a04e0de70937b0cf06e55f36f37b3deb422dfaf854b867b840a"},
+    {file = "wcmatch-10.1-py3-none-any.whl", hash = "sha256:5848ace7dbb0476e5e55ab63c6bbd529745089343427caa5537f230cc01beb8a"},
+    {file = "wcmatch-10.1.tar.gz", hash = "sha256:f11f94208c8c8484a16f4f48638a85d771d9513f4ab3f37595978801cb9465af"},
 ]
 
 [package.dependencies]
@@ -804,15 +840,15 @@ bracex = ">=2.1.1"
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "python_version == \"3.9\""
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 
 [package.extras]
@@ -820,10 +856,10 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "3f78e6a27c59513925f871a6a742fd5dc51049c5624a5dfe1377235cc2b7bda1"
+content-hash = "d420fefcdf072bd25f1fa797ce9e4499abbb08aba631b693539bf33bea4ebd79"
diff --git a/docs/pyproject.toml b/docs/pyproject.toml
index 565d77714..e26c9b6d7 100644
--- a/docs/pyproject.toml
+++ b/docs/pyproject.toml
@@ -15,7 +15,7 @@ mkdocs = "^1.5.3"
 mkdocs-material = "^9.5.0"
 mkdocs-markdownextradata-plugin = "^0.2.6"
 mkdocs-codeinclude-plugin = "^0.2.1"
-mkdocs-include-markdown-plugin = "^7.1.5"
+mkdocs-include-markdown-plugin = "^7.1.8"
 
 [tool.poetry.requires-plugins]
 poetry-plugin-export = ">=1.8"
diff --git a/docs/requirements.txt b/docs/requirements.txt
index a46ce6fff..b9dc0e93c 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,36 +1,36 @@
 babel==2.17.0 ; python_version >= "3.9" and python_version < "4.0"
-backrefs==5.8 ; python_version >= "3.9" and python_version < "4.0"
-bracex==2.5.post1 ; python_version >= "3.9" and python_version < "4.0"
-certifi==2025.4.26 ; python_version >= "3.9" and python_version < "4.0"
-charset-normalizer==3.4.2 ; python_version >= "3.9" and python_version < "4.0"
+backrefs==5.9 ; python_version >= "3.9" and python_version < "4.0"
+bracex==2.6 ; python_version >= "3.9" and python_version < "4.0"
+certifi==2025.10.5 ; python_version >= "3.9" and python_version < "4.0"
+charset-normalizer==3.4.3 ; python_version >= "3.9" and python_version < "4.0"
 click==8.1.8 ; python_version >= "3.9" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0"
 ghp-import==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
 idna==3.10 ; python_version >= "3.9" and python_version < "4.0"
 importlib-metadata==8.7.0 ; python_version == "3.9"
 jinja2==3.1.6 ; python_version >= "3.9" and python_version < "4.0"
-markdown==3.8 ; python_version >= "3.9" and python_version < "4.0"
-markupsafe==3.0.2 ; python_version >= "3.9" and python_version < "4.0"
+markdown==3.9 ; python_version >= "3.9" and python_version < "4.0"
+markupsafe==3.0.3 ; python_version >= "3.9" and python_version < "4.0"
 mergedeep==1.3.4 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs-codeinclude-plugin==0.2.1 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs-get-deps==0.2.0 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-include-markdown-plugin==7.1.5 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-include-markdown-plugin==7.2.0 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs-markdownextradata-plugin==0.2.6 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs-material-extensions==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-material==9.6.13 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material==9.6.21 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs==1.6.1 ; python_version >= "3.9" and python_version < "4.0"
 packaging==25.0 ; python_version >= "3.9" and python_version < "4.0"
 paginate==0.5.7 ; python_version >= "3.9" and python_version < "4.0"
 pathspec==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-platformdirs==4.3.8 ; python_version >= "3.9" and python_version < "4.0"
-pygments==2.19.1 ; python_version >= "3.9" and python_version < "4.0"
-pymdown-extensions==10.15 ; python_version >= "3.9" and python_version < "4.0"
+platformdirs==4.4.0 ; python_version >= "3.9" and python_version < "4.0"
+pygments==2.19.2 ; python_version >= "3.9" and python_version < "4.0"
+pymdown-extensions==10.16.1 ; python_version >= "3.9" and python_version < "4.0"
 python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0"
-pyyaml-env-tag==1.0 ; python_version >= "3.9" and python_version < "4.0"
-pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "4.0"
-requests==2.32.3 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml-env-tag==1.1 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml==6.0.3 ; python_version >= "3.9" and python_version < "4.0"
+requests==2.32.5 ; python_version >= "3.9" and python_version < "4.0"
 six==1.17.0 ; python_version >= "3.9" and python_version < "4.0"
-urllib3==2.4.0 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.5.0 ; python_version >= "3.9" and python_version < "4.0"
 watchdog==6.0.0 ; python_version >= "3.9" and python_version < "4.0"
-wcmatch==10.0 ; python_version >= "3.9" and python_version < "4.0"
-zipp==3.21.0 ; python_version == "3.9"
+wcmatch==10.1 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.23.0 ; python_version == "3.9"

From f608df908f87674484b106831d8e8019fdc1927c Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Mon, 27 Oct 2025 19:19:17 -0400
Subject: [PATCH 066/208] fix: do not require consumer of library to state
 nonsupport for py4 (#912)

---
 poetry.lock    | 264 ++++++++++++++++++++++++++++++++++++++++++++++---
 pyproject.toml |   6 +-
 2 files changed, 252 insertions(+), 18 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7411ad744..11ab8e105 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -973,6 +973,68 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "clickhouse-driver"
+version = "0.1.5"
+description = "Python driver with native interface for ClickHouse"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"clickhouse\""
+files = [
+    {file = "clickhouse-driver-0.1.5.tar.gz", hash = "sha256:ed058d4332df1e8b99daa4283014f9701bfed7220553956cafa67df14b6547a0"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27m-macosx_10_6_intel.whl", hash = "sha256:4e0672f40440d5a2a5cfaf88a41ddee40c9c632a08fdd47c0d3bfc8cc6babaa5"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:eaa94c37bc5d571287a9d993f2e5527fb05a4586a6683a88807dea646d854df5"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:cb8ed5ec694fd0cafcee5fa96a1c6b9056af9f1f3611b16b2eb2eb911b9b2716"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:19645ed785977accc56f6328be652c114b9bd9e41f32306fc9c6936fcff59deb"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:f6fc8dddd8ff995db484739c4a1edd229d2c4a476c787b9aa3a76d98397f1673"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:c2e922dd068525e16c459ca0a0a69d5e356a77025ed69d36e2beacd7a4b4a565"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:20da40b32cfd0618688c3b3c7cd726b888546f4eed35fdecbf32bcc8b61ac8e0"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:491939b02f51d130137dc76e5248cfc1fc28a1b3a8c2199160b12860016868c2"},
+    {file = "clickhouse_driver-0.1.5-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:92a286dea82f751f0b49dfe75a28fc697ce7d5ddba10d35d9b13d885ceebb150"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-macosx_10_6_intel.whl", hash = "sha256:c47e7625738931e4eb46fca2baa5fcc38230741824f7dfc3415a06cb331a9e29"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:74ddf9bd5506328865c106be0c8b1bd937bb6cfb66457dd5f79df46bb39286d0"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:89477743d66de81334688353ea437736bc87851390582cb9b88c66c2aae8f701"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:47d7301bfd4a57ef458e80d36825a3534d5c77f7bcca283698608d5c621f5b27"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:86ce23a40275d2007d7a2cf289ea8298c5e8bbff7274193260c4f0648efac35d"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-win32.whl", hash = "sha256:7ff256a799b84c7f0f5865ffd616960ef2381ffeb1a40511c9007dda38030cfe"},
+    {file = "clickhouse_driver-0.1.5-cp35-cp35m-win_amd64.whl", hash = "sha256:4748fe7917aab1a992622b7882f04e2c8aef4b88ab337ba66cea0de8ced8a235"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-macosx_10_6_intel.whl", hash = "sha256:ef107dd8ddf0cb4a97a83f4e50333a1df755360671a89899f9a8bf9ef77368ae"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:6599c89c9c6990b1dffa172b9a99e7c16c50a092c1dd3b2cadcae9f579652ae9"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:ef57cfd42444d7d04cce48fdce147e7a3ad190589bc34e7134863e995292ff8a"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:da65de9490e790254419616496d6f1ee8ac7fc27892c9aa39978e955bb9de9bc"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:362b6d62de02c6b0f79fee3c1e8d795ce56ed42c0569aa723397769e8c181ca1"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-win32.whl", hash = "sha256:b31391421d483d9a548df144919089bae809614f084a42fec6e10d20389013ee"},
+    {file = "clickhouse_driver-0.1.5-cp36-cp36m-win_amd64.whl", hash = "sha256:19895a13e60b7eb793281d4940aa3a8e9f9eadaf7822f70cc06d612ef1ccc736"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-macosx_10_6_intel.whl", hash = "sha256:4ff28efcdf35892bde4352d4e1656c12c15bab770ac33dc064d833e3781d0bee"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:c98734c0cc4bd7336126d313b782e2ee4d38515c9c8816aea415fceaed8d0aa6"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:456ba26850de9da380afadc637e0004f0ba467f76e272a88259db7dafce0a6d4"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:1b99fdcd6d116b70c4ce60a77f298ea916675d83ba911edaecdb843968c66268"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:c15f82b02a03aefde539dbc764ee82e20ac943d2c55d96f3f680f86dc16b45dc"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-win32.whl", hash = "sha256:b8d2c5cbfd7bcfefa6f2d0e3df14bff77e28760e5e8d85ce562909663b5cd405"},
+    {file = "clickhouse_driver-0.1.5-cp37-cp37m-win_amd64.whl", hash = "sha256:1486b983d9560fc2e466748e321c7dd5f15c01888bdd3775fa6b2e6be4396643"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ae92c23de0bbc1e647b9f8829b2013f212252052b07c8286f0519dcad246191b"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-manylinux1_i686.whl", hash = "sha256:16a362469b479f8191ef69388c52b654e79c079f3ed3b7c93965d294a27a0cd6"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:793861bbac6228c39c911cfa2092dd48fe3c7a32e1910e9250406c10fa13e395"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:94a8ce7e1683fe168c1be6e0eb0c21b620b9e4789f53f677911bd03cd793fac9"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:0022832d6f238e150ae4ce56216090c452297b2d9e3086ddbf54c5efc97844d0"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-win32.whl", hash = "sha256:57076c70000bd9125d45a9c3fdfdc281a935b4d173ab4178b4d0d09f7955741d"},
+    {file = "clickhouse_driver-0.1.5-cp38-cp38-win_amd64.whl", hash = "sha256:fddef8603413fecbfd5f86b463e2d4388122751ea0206affa783368076626599"},
+]
+
+[package.dependencies]
+pytz = "*"
+tzlocal = "*"
+
+[package.extras]
+lz4 = ["clickhouse-cityhash (>=1.0.2.1)", "lz4 (<=3.0.1)"]
+zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "clickhouse-driver"
 version = "0.2.7"
@@ -980,7 +1042,7 @@ description = "Python driver with native interface for ClickHouse"
 optional = true
 python-versions = ">=3.7, <4"
 groups = ["main"]
-markers = "extra == \"clickhouse\""
+markers = "extra == \"clickhouse\" and python_version < \"3.13\""
 files = [
     {file = "clickhouse-driver-0.2.7.tar.gz", hash = "sha256:299cfbe6d561955d88eeab6e09f3de31e2f6daccc6fdd904a59e46357d2d28d9"},
     {file = "clickhouse_driver-0.2.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c44fefc2fd44f432d5b162bfe34ad76840137c34167d46a18c554a7c7c6e3566"},
@@ -1289,7 +1351,7 @@ description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"keycloak\" or extra == \"weaviate\""
+markers = "extra == \"weaviate\" or (extra == \"weaviate\" or extra == \"keycloak\") and python_version < \"3.13\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -1392,6 +1454,31 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "ecdsa"
+version = "0.19.1"
+description = "ECDSA cryptographic signature library (pure python)"
+optional = true
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"keycloak\""
+files = [
+    {file = "ecdsa-0.19.1-py2.py3-none-any.whl", hash = "sha256:30638e27cf77b7e15c4c4cc1973720149e1033827cfd00661ca5c8cc0cdb24c3"},
+    {file = "ecdsa-0.19.1.tar.gz", hash = "sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61"},
+]
+
+[package.dependencies]
+six = ">=1.9.0"
+
+[package.extras]
+gmpy = ["gmpy"]
+gmpy2 = ["gmpy2"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
@@ -1543,6 +1630,27 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "geomet"
+version = "0.2.0.post2"
+description = "GeoJSON <-> WKT/WKB conversion utilities"
+optional = false
+python-versions = "*"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.13\""
+files = [
+    {file = "geomet-0.2.0.post2.tar.gz", hash = "sha256:f5ea069d01afecaab0c66a1ca516e2716a64aeecfa65021d15bc3b1d9aaa35e4"},
+]
+
+[package.dependencies]
+click = "*"
+six = "*"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "geomet"
 version = "0.2.1.post1"
@@ -1550,6 +1658,7 @@ description = "GeoJSON <-> WKT/WKB conversion utilities"
 optional = false
 python-versions = ">2.6, !=3.3.*, <4"
 groups = ["main", "dev"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "geomet-0.2.1.post1-py3-none-any.whl", hash = "sha256:a41a1e336b381416d6cbed7f1745c848e91defaa4d4c1bdc1312732e46ffad2b"},
     {file = "geomet-0.2.1.post1.tar.gz", hash = "sha256:91d754f7c298cbfcabd3befdb69c641c27fe75e808b27aa55028605761d17e95"},
@@ -2138,6 +2247,7 @@ description = "HashiCorp Vault API client"
 optional = false
 python-versions = ">=3.8,<4.0"
 groups = ["dev"]
+markers = "python_version < \"4.0\""
 files = [
     {file = "hvac-2.1.0-py3-none-any.whl", hash = "sha256:73bc91e58c3fc7c6b8107cdaca9cb71fa0a893dfd80ffbc1c14e20f24c0c29d7"},
     {file = "hvac-2.1.0.tar.gz", hash = "sha256:b48bcda11a4ab0a7b6c47232c7ba7c87fda318ae2d4a7662800c465a78742894"},
@@ -2384,6 +2494,37 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "influxdb-client"
+version = "1.31.0"
+description = "InfluxDB 2.0 Python client library"
+optional = true
+python-versions = ">=3.6"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"influxdb\""
+files = [
+    {file = "influxdb_client-1.31.0-py3-none-any.whl", hash = "sha256:c65e1efe2e361a65f54238d0630280c217ca7b0502a1942de1e5d541635b719f"},
+    {file = "influxdb_client-1.31.0.tar.gz", hash = "sha256:adf6dfdf35f7c39cf543b243359d2c0ae79fc462f1ef57a09d0f1623f181796d"},
+]
+
+[package.dependencies]
+certifi = ">=14.05.14"
+python-dateutil = ">=2.5.3"
+rx = ">=3.0.1"
+setuptools = ">=21.0.0"
+urllib3 = ">=1.26.0"
+
+[package.extras]
+async = ["aiohttp (>=3.8.1)"]
+ciso = ["ciso8601 (>=2.1.1)"]
+extra = ["numpy", "pandas (>=0.25.3)"]
+test = ["aioresponses (>=0.7.3)", "coverage (>=4.0.3)", "httpretty (==1.0.5)", "nose (>=1.3.7)", "pluggy (>=0.3.1)", "psutil (>=5.6.3)", "py (>=1.4.31)", "pytest (>=5.0.0)", "randomize (>=0.13)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "influxdb-client"
 version = "1.41.0"
@@ -2391,7 +2532,7 @@ description = "InfluxDB 2.0 Python client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"influxdb\""
+markers = "extra == \"influxdb\" and python_version < \"3.13\""
 files = [
     {file = "influxdb_client-1.41.0-py3-none-any.whl", hash = "sha256:420d7c5b7ed0f778de0eac923aded3ea3a4eb6b247e3fbb7a187e0a577a5a3be"},
     {file = "influxdb_client-1.41.0.tar.gz", hash = "sha256:4b85bad3991f3de24818366c87c8868a64917fea2d21bbcc2b579fbe5d904990"},
@@ -2597,7 +2738,7 @@ description = "Implementation of JOSE Web standards"
 optional = true
 python-versions = ">= 3.8"
 groups = ["main"]
-markers = "extra == \"keycloak\""
+markers = "extra == \"keycloak\" and python_version < \"3.13\""
 files = [
     {file = "jwcrypto-1.5.6-py3-none-any.whl", hash = "sha256:150d2b0ebbdb8f40b77f543fb44ffd2baeff48788be71f67f03566692fd55789"},
     {file = "jwcrypto-1.5.6.tar.gz", hash = "sha256:771a87762a0c081ae6166958a954f80848820b2ab066937dc8b8379d65b1b039"},
@@ -3361,7 +3502,7 @@ description = "Python client for OpenSearch"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 groups = ["main"]
-markers = "extra == \"opensearch\""
+markers = "python_version < \"4.0\" and extra == \"opensearch\""
 files = [
     {file = "opensearch-py-2.4.2.tar.gz", hash = "sha256:564f175af134aa885f4ced6846eb4532e08b414fff0a7976f76b276fe0e69158"},
     {file = "opensearch_py-2.4.2-py2.py3-none-any.whl", hash = "sha256:7867319132133e2974c09f76a54eb1d502b989229be52da583d93ddc743ea111"},
@@ -3701,7 +3842,7 @@ files = [
     {file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
     {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
 ]
-markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"arangodb\" or extra == \"keycloak\" or extra == \"weaviate\") or python_version >= \"3.10\" and (extra == \"arangodb\" or extra == \"keycloak\" or extra == \"weaviate\" or extra == \"openfga\") or extra == \"arangodb\" or extra == \"keycloak\" or extra == \"weaviate\""}
+markers = {main = "(extra == \"openfga\" or extra == \"arangodb\" or extra == \"weaviate\" or extra == \"keycloak\") and (extra == \"openfga\" or extra == \"arangodb\" or extra == \"weaviate\" or python_version < \"3.13\") and (python_version >= \"3.10\" or extra == \"arangodb\" or extra == \"keycloak\" or extra == \"weaviate\") and (python_version >= \"3.11\" or extra == \"arangodb\" or extra == \"keycloak\" or extra == \"weaviate\" or extra == \"openfga\")"}
 
 [package.source]
 type = "legacy"
@@ -4279,7 +4420,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 groups = ["main"]
-markers = "extra == \"google\" or extra == \"k3s\""
+markers = "extra == \"google\" or extra == \"k3s\" or python_version >= \"3.13\" and (extra == \"google\" or extra == \"k3s\" or extra == \"keycloak\")"
 files = [
     {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
     {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
@@ -5001,7 +5142,7 @@ files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
-markers = {main = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\") or python_version >= \"3.10\" and (extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\" or extra == \"openfga\") or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"opensearch\" or extra == \"chroma\" or extra == \"trino\""}
+markers = {main = "python_version >= \"3.13\" and (extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"chroma\" or extra == \"trino\") or python_version < \"4.0\" and extra == \"opensearch\" and python_version >= \"3.13\" or python_version >= \"3.10\" and python_version < \"3.13\" and (extra == \"openfga\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"chroma\" or extra == \"trino\" or extra == \"opensearch\") or (extra == \"opensearch\" or extra == \"influxdb\" or extra == \"k3s\" or extra == \"aws\" or extra == \"localstack\" or extra == \"chroma\" or extra == \"trino\") and python_version <= \"3.10\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -5031,6 +5172,61 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "python-jose"
+version = "3.5.0"
+description = "JOSE implementation in Python"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"keycloak\""
+files = [
+    {file = "python_jose-3.5.0-py2.py3-none-any.whl", hash = "sha256:abd1202f23d34dfad2c3d28cb8617b90acf34132c7afd60abd0b0b7d3cb55771"},
+    {file = "python_jose-3.5.0.tar.gz", hash = "sha256:fb4eaa44dbeb1c26dcc69e4bd7ec54a1cb8dd64d3b4d81ef08d90ff453f2b01b"},
+]
+
+[package.dependencies]
+ecdsa = "!=0.15"
+pyasn1 = ">=0.5.0"
+rsa = ">=4.0,<4.1.1 || >4.1.1,<4.4 || >4.4,<5.0"
+
+[package.extras]
+cryptography = ["cryptography (>=3.4.0)"]
+pycrypto = ["pycrypto (>=2.6.0,<2.7.0)"]
+pycryptodome = ["pycryptodome (>=3.3.1,<4.0.0)"]
+test = ["pytest", "pytest-cov"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "python-keycloak"
+version = "1.8.0"
+description = "python-keycloak is a Python package providing access to the Keycloak API."
+optional = true
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"keycloak\""
+files = [
+    {file = "python-keycloak-1.8.0.tar.gz", hash = "sha256:868a9115e39795d369c62286117f723fd5d7e412096f002d1d26cab8bdc3e417"},
+    {file = "python_keycloak-1.8.0-py3-none-any.whl", hash = "sha256:2cae0c6cbcc3f8314853ee3fc1e665207e218a0cc427dae598c4b506c17b0310"},
+]
+
+[package.dependencies]
+python-jose = ">=1.4.0"
+requests = ">=2.20.0"
+urllib3 = ">=1.26.0"
+
+[package.extras]
+docs = ["alabaster", "commonmark", "m2r2", "mock", "readthedocs-sphinx-ext", "recommonmark", "sphinx", "sphinx-autoapi", "sphinx-rtd-theme"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "python-keycloak"
 version = "3.9.1"
@@ -5038,7 +5234,7 @@ description = "python-keycloak is a Python package providing access to the Keycl
 optional = true
 python-versions = ">=3.8,<4.0"
 groups = ["main"]
-markers = "extra == \"keycloak\""
+markers = "extra == \"keycloak\" and python_version < \"3.13\""
 files = [
     {file = "python_keycloak-3.9.1-py3-none-any.whl", hash = "sha256:898d1fc73560171d3870251f981e069f854cc67bc0a51b96703355512d8d3cf3"},
     {file = "python_keycloak-3.9.1.tar.gz", hash = "sha256:50c8073172ca0630f3569c6b631134216b60f4e347cc5bb669a57e6ffba50f7e"},
@@ -5231,7 +5427,7 @@ description = "ReactiveX (Rx) for Python"
 optional = true
 python-versions = ">=3.7,<4.0"
 groups = ["main"]
-markers = "extra == \"influxdb\""
+markers = "extra == \"influxdb\" and python_version < \"3.13\""
 files = [
     {file = "reactivex-4.0.4-py3-none-any.whl", hash = "sha256:0004796c420bd9e68aad8e65627d85a8e13f293de76656165dffbcb3a0e3fb6a"},
     {file = "reactivex-4.0.4.tar.gz", hash = "sha256:e912e6591022ab9176df8348a653fe8c8fa7a301f26f9931c9d8c78a650e04e8"},
@@ -5381,7 +5577,7 @@ files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
 ]
-markers = {main = "extra == \"arangodb\" or extra == \"keycloak\""}
+markers = {main = "extra == \"arangodb\" or (extra == \"arangodb\" or extra == \"keycloak\") and python_version < \"3.13\""}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
@@ -5568,6 +5764,26 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "rsa"
+version = "4.2"
+description = "Pure-Python RSA implementation"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and (extra == \"google\" or extra == \"k3s\" or extra == \"keycloak\")"
+files = [
+    {file = "rsa-4.2.tar.gz", hash = "sha256:aaefa4b84752e3e99bd8333a2e1e3e7a7da64614042bd66f775573424370108a"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -5575,7 +5791,7 @@ description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
 groups = ["main"]
-markers = "extra == \"google\" or extra == \"k3s\""
+markers = "(extra == \"google\" or extra == \"k3s\") and python_version < \"3.13\""
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -5589,6 +5805,24 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "rx"
+version = "3.2.0"
+description = "Reactive Extensions (Rx) for Python"
+optional = true
+python-versions = ">=3.6.0"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"influxdb\""
+files = [
+    {file = "Rx-3.2.0-py3-none-any.whl", hash = "sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8"},
+    {file = "Rx-3.2.0.tar.gz", hash = "sha256:b657ca2b45aa485da2f7dcfd09fac2e554f7ac51ff3c2f8f2ff962ecd963d91c"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "s3transfer"
 version = "0.10.0"
@@ -6835,5 +7069,5 @@ weaviate = ["weaviate-client"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9.2,<4.0"
-content-hash = "241e8b6ba610907adea4496fdeaef4c3fdc3315d222ab87004692aa9371698fa"
+python-versions = ">=3.9.2"
+content-hash = "0ae5c80dd7afd87390cbf19eba012778f35bab72bac0e8377eb14b8a2a9b6c56"
diff --git a/pyproject.toml b/pyproject.toml
index 59f2f5a85..8e8dc7615 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ packages = [
 "Issue Tracker" = "https://github.com/testcontainers/testcontainers-python/issues"
 
 [tool.poetry.dependencies]
-python = ">=3.9.2,<4.0"
+python = ">=3.9.2"
 docker = "*"            # ">=4.0"
 urllib3 = "*"           # "<2.0"
 wrapt = "*"             # "^1.16.0"
@@ -108,7 +108,7 @@ pymssql = { version = "*", optional = true, markers = "platform_machine != 'arm6
 pymysql = { version = "*", extras = ["rsa"], optional = true }
 neo4j = { version = "*", optional = true }
 openfga-sdk = { version = "*", optional = true, markers = "python_version >= '3.10'" }
-opensearch-py = { version = "*", optional = true }
+opensearch-py = { version = "*", optional = true, markers = "python_version < '4.0'" }
 oracledb = { version = "*", optional = true }
 pika = { version = "*", optional = true }
 redis = { version = "*", optional = true }
@@ -189,7 +189,7 @@ psycopg = "3.1.18"
 cassandra-driver = "3.29.1"
 pytest-asyncio = "0.23.5"
 kafka-python-ng = "^2.2.0"
-hvac = "2.1.0"
+hvac = { version = "2.1.0", markers = "python_version < '4.0'" }
 pymilvus = "2.6.1"
 httpx = "0.28.1"
 cryptography = "45.0.7"

From f76e982ca6f40d185d6f430be0a62cd26afbf7e6 Mon Sep 17 00:00:00 2001
From: Timur Valiev <cptchunk@yandex.ru>
Date: Fri, 14 Nov 2025 09:50:07 +0500
Subject: [PATCH 067/208] chore: add python 3.14 to CI matrix (#917)

Added:
- Python 3.13 and 3.14 to CI testing matrix in community workflow
- Python 3.14 to CI testing matrix in core workflow
- Python 3.13 and 3.14 classifiers to pyproject.toml

Changed:
- Default Python version in setup-env action from 3.12 to 3.14

Removed:
- None

Closed #916

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/actions/setup-env/action.yml |    2 +-
 .github/workflows/ci-community.yml   |    4 +-
 .github/workflows/ci-core.yml        |    4 +-
 .github/workflows/ci-lint.yml        |    4 +-
 .github/workflows/docs.yml           |    2 +-
 poetry.lock                          | 2439 +++++++++++++++-----------
 pyproject.toml                       |   32 +-
 7 files changed, 1457 insertions(+), 1030 deletions(-)

diff --git a/.github/actions/setup-env/action.yml b/.github/actions/setup-env/action.yml
index de8700062..c91e039a6 100644
--- a/.github/actions/setup-env/action.yml
+++ b/.github/actions/setup-env/action.yml
@@ -4,7 +4,7 @@ description: set up the python environment
 inputs:
   python-version:
     description: "The python version to install and use"
-    default: "3.12"  # we default to latest supported
+    default: "3.14"  # we default to latest supported
     required: false
 
 runs:
diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index 58faa42a3..cd177945a 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -1,4 +1,4 @@
-# Contrinuous Integration for community modules
+# Continuous Integration for community modules
 
 name: modules
 
@@ -44,7 +44,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.9", "3.13", "3.14"]
         module: ${{ fromJSON(needs.track-modules.outputs.changed_modules) }}
     steps:
       - name: Checkout contents
diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index fa8fbce91..fec40c3be 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -14,7 +14,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.11", "3.12", "3.13"]
+        python-version: ["3.9", "3.13", "3.14"]
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
@@ -25,8 +25,6 @@ jobs:
         run: poetry install --all-extras
       - name: Run twine check
         run: rm -f LICENSE.txt && poetry build && poetry run twine check dist/*.tar.gz
-      - name: Set up Docker
-        uses: docker/setup-docker-action@v4
       - name: Run tests
         run: make core/tests
       - name: Rename coverage file
diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index 3d9d17012..c79fe0fe4 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -1,4 +1,4 @@
-# Contrinuous Integration for the core package
+# Continuous Integration for the core package
 
 name: lint
 
@@ -16,7 +16,7 @@ jobs:
       - name: Setup Env
         uses: ./.github/actions/setup-env
         with:
-          python-version: "3.9"  # the pre-commit is hooked in as 3.9
+          python-version: "3.13"
       - name: Install Python dependencies
         run: poetry install --no-interaction
       - name: Execute pre-commit handler
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index e27c89ad0..b97057312 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -14,7 +14,7 @@ jobs:
       - name: Set up Python
         uses: ./.github/actions/setup-env
         with:
-          python-version: "3.11"
+          python-version: "3.13"
       - name: Install Python dependencies
         run: poetry install --all-extras
       - name: Build documentation
diff --git a/poetry.lock b/poetry.lock
index 11ab8e105..9d3aa88f0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,15 +2,14 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.4"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
 files = [
-    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
-    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [package.source]
@@ -20,94 +19,137 @@ reference = "PyPI-public"
 
 [[package]]
 name = "aiohttp"
-version = "3.11.11"
+version = "3.13.2"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
 files = [
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:88a12ad8ccf325a8a5ed80e6d7c3bdc247d66175afedbe104ee2aaca72960d8e"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0a6d3fbf2232e3a08c41eca81ae4f1dff3d8f1a30bae415ebe0af2d2458b8a33"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:84a585799c58b795573c7fa9b84c455adf3e1d72f19a2bf498b54a95ae0d194c"},
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+    {file = "aiohttp-3.13.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:04c3971421576ed24c191f610052bcb2f059e395bc2489dd99e397f9bc466329"},
+    {file = "aiohttp-3.13.2-cp39-cp39-win32.whl", hash = "sha256:9f377d0a924e5cc94dc620bc6366fc3e889586a7f18b748901cf016c916e2084"},
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+    {file = "aiohttp-3.13.2.tar.gz", hash = "sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca"},
 ]
 
 [package.dependencies]
-aiohappyeyeballs = ">=2.3.0"
-aiosignal = ">=1.1.2"
+aiohappyeyeballs = ">=2.5.0"
+aiosignal = ">=1.4.0"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
@@ -116,7 +158,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [package.source]
 type = "legacy"
@@ -125,19 +167,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
 files = [
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+    {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [package.source]
 type = "legacy"
@@ -168,7 +210,6 @@ description = "Reusable constraint types to use with typing.Annotated"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
 files = [
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@@ -302,7 +343,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(extra == \"generic\" or extra == \"redis\") and python_full_version < \"3.11.3\" or python_version == \"3.10\" and (extra == \"generic\" or extra == \"redis\" or extra == \"openfga\")"
+markers = "python_full_version < \"3.11.3\" and (extra == \"generic\" or extra == \"redis\") or python_version <= \"3.10\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
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@@ -320,7 +361,6 @@ description = "Classes Without Boilerplate"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version >= \"3.11\" and (extra == \"openfga\" or extra == \"selenium\" or extra == \"chroma\") or python_version >= \"3.10\" and (extra == \"selenium\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"selenium\" or extra == \"chroma\""
 files = [
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@@ -563,8 +603,8 @@ files = [
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 urllib3 = [
-    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
     {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
 ]
 
 [package.extras]
@@ -975,179 +1015,110 @@ reference = "PyPI-public"
 
 [[package]]
 name = "clickhouse-driver"
-version = "0.1.5"
-description = "Python driver with native interface for ClickHouse"
-optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"clickhouse\""
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-
-[package.dependencies]
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-tzlocal = "*"
-
-[package.extras]
-lz4 = ["clickhouse-cityhash (>=1.0.2.1)", "lz4 (<=3.0.1)"]
-zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
-
-[package.source]
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-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "clickhouse-driver"
-version = "0.2.7"
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 description = "Python driver with native interface for ClickHouse"
 optional = true
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-groups = ["main"]
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+    {file = "clickhouse_driver-0.2.10.tar.gz", hash = "sha256:925fc6ecda1e5314e3f03bcb493955c068b070cdba221fb8ce27329ee8a7f71b"},
 ]
 
 [package.dependencies]
@@ -1327,7 +1298,7 @@ description = "Python @deprecated decorator to deprecate old python classes, fun
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\""
+markers = "extra == \"google\" or extra == \"chroma\" or python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\")"
 files = [
     {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
     {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
@@ -1351,7 +1322,7 @@ description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"weaviate\" or (extra == \"weaviate\" or extra == \"keycloak\") and python_version < \"3.13\""
+markers = "python_version <= \"3.10\" and (extra == \"keycloak\" or extra == \"weaviate\") or (extra == \"weaviate\" or extra == \"keycloak\") and python_version < \"3.13\" or extra == \"weaviate\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -1529,7 +1500,6 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
 files = [
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@@ -1690,16 +1660,16 @@ files = [
 google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
 grpcio = [
-    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = [
-    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
     {version = ">=1.22.3,<2.0.0"},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 requests = ">=2.18.0,<3.0.0"
@@ -1788,9 +1758,9 @@ google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 google-cloud-core = ">=1.4.0,<3.0.0"
 proto-plus = [
+    {version = ">=1.22.0,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
     {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\""},
-    {version = ">=1.22.0,<2.0.0"},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
@@ -1824,9 +1794,9 @@ grpcio-status = ">=1.33.2"
 opentelemetry-api = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
 opentelemetry-sdk = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
 proto-plus = [
+    {version = ">=1.22.0,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
     {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\" and python_version < \"3.13\""},
-    {version = ">=1.22.0,<2.0.0", markers = "python_version < \"3.11\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
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@@ -1889,6 +1861,8 @@ files = [
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+    {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c"},
+    {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5"},
     {file = "greenlet-3.2.4-cp311-cp311-win_amd64.whl", hash = "sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9"},
     {file = "greenlet-3.2.4-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd"},
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@@ -1898,6 +1872,8 @@ files = [
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     {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f"},
+    {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0"},
+    {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d"},
     {file = "greenlet-3.2.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02"},
     {file = "greenlet-3.2.4-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31"},
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@@ -1907,6 +1883,8 @@ files = [
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     {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b"},
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+    {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b"},
+    {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929"},
     {file = "greenlet-3.2.4-cp313-cp313-win_amd64.whl", hash = "sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b"},
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@@ -1914,6 +1892,8 @@ files = [
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@@ -1923,6 +1903,8 @@ files = [
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@@ -1962,68 +1944,80 @@ reference = "PyPI-public"
 
 [[package]]
 name = "grpcio"
-version = "1.74.0"
+version = "1.76.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
-grpcio = ">=1.74.0"
+grpcio = ">=1.76.0"
 protobuf = ">=6.31.1,<7.0.0"
 setuptools = "*"
 
@@ -2184,14 +2187,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.8"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2202,7 +2205,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [package.source]
 type = "legacy"
@@ -2444,14 +2447,14 @@ reference = "PyPI-public"
 name = "importlib-metadata"
 version = "7.0.2"
 description = "Read metadata from Python packages"
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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+markers = {main = "extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or extra == \"openfga\")", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\" or python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -2532,7 +2535,7 @@ description = "InfluxDB 2.0 Python client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"influxdb\" and python_version < \"3.13\""
+markers = "python_version < \"3.13\" and extra == \"influxdb\""
 files = [
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@@ -2738,7 +2741,7 @@ description = "Implementation of JOSE Web standards"
 optional = true
 python-versions = ">= 3.8"
 groups = ["main"]
-markers = "extra == \"keycloak\" and python_version < \"3.13\""
+markers = "python_version < \"3.13\" and extra == \"keycloak\""
 files = [
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@@ -2872,72 +2875,101 @@ reference = "PyPI-public"
 
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-version = "2.1.5"
+version = "3.0.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
-python-versions = ">=3.7"
-groups = ["dev"]
+python-versions = ">=3.9"
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 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\""
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 [package.dependencies]
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+
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+azure-config = ["azure-appconfiguration", "azure-identity", "azure-keyvault-secrets"]
+oci-auth = ["oci"]
+oci-config = ["oci"]
+test = ["anyio", "numpy", "pandas", "pyarrow", "pytest"]
 
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 type = "legacy"
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 python-versions = ">=3.9"
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 [package.dependencies]
 six = ">=1.5"
@@ -5234,7 +5485,7 @@ description = "python-keycloak is a Python package providing access to the Keycl
 optional = true
 python-versions = ">=3.8,<4.0"
 groups = ["main"]
-markers = "extra == \"keycloak\" and python_version < \"3.13\""
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@@ -5260,12 +5511,12 @@ version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main", "dev"]
+groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old", "dev"]
 files = [
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 ]
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+markers = {clickhouse-driver-new = "python_version < \"4\"", clickhouse-driver-old = "python_version < \"4\""}
 
 [package.source]
 type = "legacy"
@@ -5322,63 +5573,85 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pyyaml"
-version = "6.0.1"
+version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
-python-versions = ">=3.6"
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 markers = {main = "extra == \"k3s\" or extra == \"chroma\""}
 
@@ -5405,8 +5678,8 @@ grpcio = ">=1.41.0"
 grpcio-tools = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = [
-    {version = ">=1.26", markers = "python_version >= \"3.12\""},
     {version = ">=1.21", markers = "python_version >= \"3.8\" and python_version < \"3.12\""},
+    {version = ">=1.26", markers = "python_version >= \"3.12\""},
 ]
 portalocker = ">=2.7.0,<3.0.0"
 pydantic = ">=1.10.8"
@@ -5427,7 +5700,7 @@ description = "ReactiveX (Rx) for Python"
 optional = true
 python-versions = ">=3.7,<4.0"
 groups = ["main"]
-markers = "extra == \"influxdb\" and python_version < \"3.13\""
+markers = "python_version < \"3.13\" and extra == \"influxdb\""
 files = [
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@@ -5577,7 +5850,7 @@ files = [
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-markers = {main = "extra == \"arangodb\" or (extra == \"arangodb\" or extra == \"keycloak\") and python_version < \"3.13\""}
+markers = {main = "(extra == \"arangodb\" or extra == \"keycloak\") and python_version < \"3.13\" or extra == \"arangodb\""}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
@@ -5638,7 +5911,7 @@ description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "python_version < \"3.10\" and extra == \"chroma\""
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@@ -5764,6 +6037,137 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "rpds-py"
+version = "0.28.0"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
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+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rsa"
 version = "4.2"
@@ -5791,7 +6195,7 @@ description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
 groups = ["main"]
-markers = "(extra == \"google\" or extra == \"k3s\") and python_version < \"3.13\""
+markers = "python_version < \"3.13\" and (extra == \"google\" or extra == \"k3s\")"
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 [package.extras]
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@@ -6482,15 +6885,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.1"
+version = "0.4.2"
 description = "Runtime typing introspection tools"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"weaviate\" or extra == \"chroma\" or extra == \"qdrant\""
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 ]
 
 [package.dependencies]
@@ -6507,12 +6909,12 @@ version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
-groups = ["main", "dev"]
+groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old", "dev"]
 files = [
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 ]
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+markers = {clickhouse-driver-new = "python_version < \"4\" and platform_system == \"Windows\"", clickhouse-driver-old = "python_version < \"4\" and platform_system == \"Windows\""}
 
 [package.source]
 type = "legacy"
@@ -6525,12 +6927,12 @@ version = "5.2"
 description = "tzinfo object for the local timezone"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"clickhouse\" or extra == \"trino\""
+groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old"]
 files = [
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 [package.dependencies]
 tzdata = {version = "*", markers = "platform_system == \"Windows\""}
@@ -6545,90 +6947,96 @@ reference = "PyPI-public"
 
 [[package]]
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+    {file = "ujson-5.11.0.tar.gz", hash = "sha256:e204ae6f909f099ba6b6b942131cee359ddda2b6e4ea39c12eb8b991fe2010e0"},
 ]
 
 [package.source]
@@ -6902,7 +7310,6 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -7002,14 +7409,14 @@ reference = "PyPI-public"
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
     {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
     {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
-markers = {main = "python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or extra == \"openfga\") or extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\"", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\" or python_version < \"3.10\""}
+markers = {main = "extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"arangodb\" or extra == \"openfga\")", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\" or python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
@@ -7026,7 +7433,7 @@ aws = ["boto3", "httpx"]
 azurite = ["azure-storage-blob"]
 cassandra = []
 chroma = ["chromadb-client"]
-clickhouse = ["clickhouse-driver"]
+clickhouse = []
 cockroachdb = []
 cosmosdb = ["azure-cosmos"]
 db2 = ["ibm_db_sa", "sqlalchemy"]
@@ -7070,4 +7477,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9.2"
-content-hash = "0ae5c80dd7afd87390cbf19eba012778f35bab72bac0e8377eb14b8a2a9b6c56"
+content-hash = "974d490bc3167755c93013d3d081d00c36942edd84aed1922f78bbe9386da867"
diff --git a/pyproject.toml b/pyproject.toml
index 8e8dc7615..55e23f2a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,6 +20,8 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Topic :: Software Development :: Libraries :: Python Modules",
     "Operating System :: Microsoft :: Windows",
     "Operating System :: POSIX",
@@ -91,25 +93,25 @@ python-dotenv = "*"
 python-arango = { version = "^7.8", optional = true }
 azure-storage-blob = { version = "^12.19", optional = true }
 cassandra-driver = { version = "3.29.1", optional = true }
-clickhouse-driver = { version = "*", optional = true }
+#clickhouse-driver = { version = "*", optional = true }
 google-cloud-pubsub = { version = ">=2", optional = true }
 google-cloud-datastore = { version = ">=2", optional = true }
 influxdb = { version = "*", optional = true }
 influxdb-client = { version = "*", optional = true }
 kubernetes = { version = "*", optional = true }
-pyyaml = { version = "*", optional = true }
+pyyaml = { version = ">=6.0.3", optional = true }
 python-keycloak = { version = "*", optional = true }
 boto3 = { version = "*", optional = true }
 minio = { version = "*", optional = true }
 nats-py = { version = "*", optional = true }
 pymongo = { version = "*", optional = true }
 sqlalchemy = { version = "*", optional = true }
-pymssql = { version = "*", optional = true, markers = "platform_machine != 'arm64' or python_version >= '3.10'" }
+pymssql = { version = ">=2.3.9", optional = true, markers = "platform_machine != 'arm64' or python_version >= '3.10'" }
 pymysql = { version = "*", extras = ["rsa"], optional = true }
 neo4j = { version = "*", optional = true }
 openfga-sdk = { version = "*", optional = true, markers = "python_version >= '3.10'" }
 opensearch-py = { version = "*", optional = true, markers = "python_version < '4.0'" }
-oracledb = { version = "*", optional = true }
+oracledb = { version = ">=3.4.1", optional = true }
 pika = { version = "*", optional = true }
 redis = { version = "*", optional = true }
 selenium = { version = "*", optional = true }
@@ -122,6 +124,26 @@ azure-cosmos = { version = "*", optional = true }
 cryptography = { version = "*", optional = true }
 trino = { version = "*", optional = true }
 ibm_db_sa = { version = "*", optional = true, markers = "platform_machine != 'aarch64' and platform_machine != 'arm64'" }
+pydantic = { version = ">=2.12.4", optional = true } # upgrade for 3.14 compat (uses pyo3)
+rpds-py = { version = ">=0.28.0", optional = true, markers = "python_version >= '3.10'" }
+grpcio = { version = ">=1.75.1", optional = true }
+markupsafe = { version = ">=3.0.3", optional = true }
+ujson = { version = ">=5.11.0", optional = true }
+aiohttp = { version = ">=3.13.2", optional = true }
+grpcio-tools = { version = ">=1.76.0", optional = true }
+msgpack = { version = ">=1.1.2", optional = true }
+pandas = { version = ">=2.3.3", optional = true }
+httpcore = { version = ">=1.0.8", optional = true } # we could fix this for everyone but this is httpx's responsibility
+
+[tool.poetry.group.numpy_old.dependencies]
+numpy = { version = ">=2.0", optional = true, markers = "python_version < '3.11'" }
+[tool.poetry.group.numpy_new.dependencies]
+numpy = { version = ">=2.3.4", optional = true, markers = "python_version >= '3.11'" }
+
+[tool.poetry.group.clickhouse-driver_old.dependencies]
+clickhouse-driver = { version = ">=0.1.5", optional = true, markers = "python_version < '3.11'" }
+[tool.poetry.group.clickhouse-driver_new.dependencies]
+clickhouse-driver = { version = ">=0.2.10", optional = true, markers = "python_version >= '3.11' and python_version < '4'"  }
 
 [tool.poetry.extras]
 arangodb = ["python-arango"]
@@ -182,7 +204,7 @@ sphinx = "7.2.6"
 twine = "6.2.0"
 anyio = "4.3.0"
 # for tests only
-psycopg2-binary = "2.9.10"
+psycopg2-binary = "2.9.11"
 pg8000 = "1.30.5"
 sqlalchemy = "2.0.28"
 psycopg = "3.1.18"

From 5c000416ce82f4ee0a9ff97fcc79f03cc4127075 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Fri, 14 Nov 2025 00:07:48 -0500
Subject: [PATCH 068/208] chore(main): release testcontainers 4.13.3 (#909)

:robot: I have created a release *beep* *boop*
---


##
[4.13.3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.2...testcontainers-v4.13.3)
(2025-11-14)

### python 3.14 is now supported!

### Bug Fixes

* do not require consumer of library to state nonsupport for py4
([#912](https://github.com/testcontainers/testcontainers-python/issues/912))
([f608df9](https://github.com/testcontainers/testcontainers-python/commit/f608df908f87674484b106831d8e8019fdc1927c))
* **docs:** Update dependencies for docs
([#900](https://github.com/testcontainers/testcontainers-python/issues/900))
([3f66784](https://github.com/testcontainers/testcontainers-python/commit/3f667847a0d9a893e4f15481d81d131817382d5c))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json | 2 +-
 CHANGELOG.md                          | 9 +++++++++
 pyproject.toml                        | 2 +-
 3 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 639788477..09c4a975f 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.13.2"
+    ".": "4.13.3"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 18e3bbdd7..368a51830 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,14 @@
 # Changelog
 
+## [4.13.3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.2...testcontainers-v4.13.3) (2025-11-14)
+
+
+### Bug Fixes
+
+* do not require consumer of library to state nonsupport for py4 ([#912](https://github.com/testcontainers/testcontainers-python/issues/912)) ([f608df9](https://github.com/testcontainers/testcontainers-python/commit/f608df908f87674484b106831d8e8019fdc1927c))
+* **docs:** Update dependencies for docs ([#900](https://github.com/testcontainers/testcontainers-python/issues/900)) ([3f66784](https://github.com/testcontainers/testcontainers-python/commit/3f667847a0d9a893e4f15481d81d131817382d5c))
+* support python 3.14!!! - ([#917](https://github.com/testcontainers/testcontainers-python/issues/917)) ([f76e982](https://github.com/testcontainers/testcontainers-python/commit/f76e982ca6f40d185d6f430be0a62cd26afbf7e6))
+
 ## [4.13.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.1...testcontainers-v4.13.2) (2025-10-07)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 55e23f2a2..100db90af 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.13.2"  # auto-incremented by release-please
+version = "4.13.3"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From 5853d326bb4e9631b7c58355c53ff7fc3ecab92d Mon Sep 17 00:00:00 2001
From: Andres Soto <andres@traversal.com>
Date: Fri, 14 Nov 2025 00:45:01 -0500
Subject: [PATCH 069/208] fix: add ruff to deps (#919)

`poetry add --group dev ruff==0.11.5`

This is necessary because ruff is run as part of the pre-commit in this
repo
---
 poetry.lock    | 35 ++++++++++++++++++++++++++++++++++-
 pyproject.toml |  1 +
 2 files changed, 35 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index 9d3aa88f0..dc6f2843c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6209,6 +6209,39 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "ruff"
+version = "0.11.5"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "ruff-0.11.5-py3-none-linux_armv6l.whl", hash = "sha256:2561294e108eb648e50f210671cc56aee590fb6167b594144401532138c66c7b"},
+    {file = "ruff-0.11.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac12884b9e005c12d0bd121f56ccf8033e1614f736f766c118ad60780882a077"},
+    {file = "ruff-0.11.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4bfd80a6ec559a5eeb96c33f832418bf0fb96752de0539905cf7b0cc1d31d779"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0947c0a1afa75dcb5db4b34b070ec2bccee869d40e6cc8ab25aca11a7d527794"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad871ff74b5ec9caa66cb725b85d4ef89b53f8170f47c3406e32ef040400b038"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e6cf918390cfe46d240732d4d72fa6e18e528ca1f60e318a10835cf2fa3dc19f"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:56145ee1478582f61c08f21076dc59153310d606ad663acc00ea3ab5b2125f82"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e5f66f8f1e8c9fc594cbd66fbc5f246a8d91f916cb9667e80208663ec3728304"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:80b4df4d335a80315ab9afc81ed1cff62be112bd165e162b5eed8ac55bfc8470"},
+    {file = "ruff-0.11.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3068befab73620b8a0cc2431bd46b3cd619bc17d6f7695a3e1bb166b652c382a"},
+    {file = "ruff-0.11.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5da2e710a9641828e09aa98b92c9ebbc60518fdf3921241326ca3e8f8e55b8b"},
+    {file = "ruff-0.11.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:ef39f19cb8ec98cbc762344921e216f3857a06c47412030374fffd413fb8fd3a"},
+    {file = "ruff-0.11.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b2a7cedf47244f431fd11aa5a7e2806dda2e0c365873bda7834e8f7d785ae159"},
+    {file = "ruff-0.11.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:81be52e7519f3d1a0beadcf8e974715b2dfc808ae8ec729ecfc79bddf8dbb783"},
+    {file = "ruff-0.11.5-py3-none-win32.whl", hash = "sha256:e268da7b40f56e3eca571508a7e567e794f9bfcc0f412c4b607931d3af9c4afe"},
+    {file = "ruff-0.11.5-py3-none-win_amd64.whl", hash = "sha256:6c6dc38af3cfe2863213ea25b6dc616d679205732dc0fb673356c2d69608f800"},
+    {file = "ruff-0.11.5-py3-none-win_arm64.whl", hash = "sha256:67e241b4314f4eacf14a601d586026a962f4002a475aa702c69980a38087aa4e"},
+    {file = "ruff-0.11.5.tar.gz", hash = "sha256:cae2e2439cb88853e421901ec040a758960b576126dab520fa08e9de431d1bef"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "rx"
 version = "3.2.0"
@@ -7477,4 +7510,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9.2"
-content-hash = "974d490bc3167755c93013d3d081d00c36942edd84aed1922f78bbe9386da867"
+content-hash = "9a3a047c18407dec1b8e4add0c59b44b9613f208803e4ca83abfb3c60c1c757f"
diff --git a/pyproject.toml b/pyproject.toml
index 100db90af..1a0231c51 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -220,6 +220,7 @@ sqlalchemy-cockroachdb = "2.0.2"
 paramiko = "^3.4.0"
 types-paramiko = "^3.4.0.20240423"
 pytest-mock = "^3.14.0"
+ruff = "0.11.5"
 
 [[tool.poetry.source]]
 name = "PyPI-public"

From 37f590278f23851c4f8244d4add7aa6f8ed3bc62 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Mon, 1 Dec 2025 11:00:14 -0500
Subject: [PATCH 070/208] fix(minio): minio client requires kwargs now (#933)

---
 modules/minio/testcontainers/minio/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/minio/testcontainers/minio/__init__.py b/modules/minio/testcontainers/minio/__init__.py
index 51a7094e3..89aa43f03 100644
--- a/modules/minio/testcontainers/minio/__init__.py
+++ b/modules/minio/testcontainers/minio/__init__.py
@@ -76,7 +76,7 @@ def get_client(self, **kwargs) -> Minio:
         host_ip = self.get_container_host_ip()
         exposed_port = self.get_exposed_port(self.port)
         return Minio(
-            f"{host_ip}:{exposed_port}",
+            endpoint=f"{host_ip}:{exposed_port}",
             access_key=self.access_key,
             secret_key=self.secret_key,
             secure=False,

From febccb78b5b4b00d2a3bda27f09e6b4d4c9dfde3 Mon Sep 17 00:00:00 2001
From: Marc Schmitzer <marc@solute.de>
Date: Fri, 5 Dec 2025 15:37:46 +0100
Subject: [PATCH 071/208] fix(minio): Use wait strategy instead of deprecated
 decorator (#899)

Part of fixing #874.
---
 .../minio/testcontainers/minio/__init__.py    | 30 ++++---------------
 1 file changed, 6 insertions(+), 24 deletions(-)

diff --git a/modules/minio/testcontainers/minio/__init__.py b/modules/minio/testcontainers/minio/__init__.py
index 89aa43f03..4c26648bc 100644
--- a/modules/minio/testcontainers/minio/__init__.py
+++ b/modules/minio/testcontainers/minio/__init__.py
@@ -1,14 +1,7 @@
-from typing import TYPE_CHECKING
-
-from requests import ConnectionError, get
-
 from minio import Minio
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
-
-if TYPE_CHECKING:
-    from requests import Response
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 
 
 class MinioContainer(DockerContainer):
@@ -56,7 +49,11 @@ def __init__(
             secret_key: Secret key for client connections.
         """
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
-        super().__init__(image, **kwargs)
+        super().__init__(
+            image,
+            _wait_strategy=HttpWaitStrategy(port, "/minio/health/live"),
+            **kwargs,
+        )
         self.port = port
         self.access_key = access_key
         self.secret_key = secret_key
@@ -97,18 +94,3 @@ def get_config(self) -> dict:
             "access_key": self.access_key,
             "secret_key": self.secret_key,
         }
-
-    @wait_container_is_ready(ConnectionError)
-    def _healthcheck(self) -> None:
-        """This is an internal method used to check if the Minio container
-        is healthy and ready to receive requests."""
-        url = f"http://{self.get_config()['endpoint']}/minio/health/live"
-        response: Response = get(url)
-        response.raise_for_status()
-
-    def start(self) -> "MinioContainer":
-        """This method starts the Minio container and runs the healthcheck
-        to verify that the container is ready to use."""
-        super().start()
-        self._healthcheck()
-        return self

From 2d9eee30442ec8adbf4a42fcd308cd6377b41c06 Mon Sep 17 00:00:00 2001
From: Tyler Nisonoff <tylernisonoff@gmail.com>
Date: Fri, 5 Dec 2025 06:40:50 -0800
Subject: [PATCH 072/208] feat: Add ExecWaitStrategy and migrate Postgres from
 deprecated decorator (#935)

## Problem

The `PostgresContainer` currently uses the deprecated
`@wait_container_is_ready()` decorator, which is slated for removal. The
container was previously migrated away from log-based waiting due to
locale-dependent issues (#703, #695), but still relies on the deprecated
decorator pattern.

  ## Solution

This PR introduces a new `ExecWaitStrategy` wait strategy and migrates
`PostgresContainer` to use it.

  ### Changes

1. **New `ExecWaitStrategy` in
`core/testcontainers/core/wait_strategies.py`**
- Executes commands inside containers and waits for expected exit codes
     - Follows the modern structured wait strategy pattern
     - Reusable for any `DockerContainer` with CLI-based health checks
     - Composable with other wait strategies via `CompositeWaitStrategy`
     - Includes runtime check to ensure container supports `exec()`

  2. **Updated `modules/postgres/testcontainers/postgres/__init__.py`**
- Migrated `_connect()` method from `@wait_container_is_ready` decorator
to `ExecWaitStrategy`
     - Uses `psql` command execution to verify database readiness
     - Maintains existing behavior and password escaping logic

  ### Design Consideration: Protocol Limitations

**Issue**: The `WaitStrategyTarget` protocol is designed to support both
`DockerContainer` and `ComposeContainer`, but `ExecWaitStrategy` only
works with `DockerContainer` (which has an `exec()`
  method).

**Current Solution**: Runtime check with `hasattr(container, "exec")`
that raises a clear error if used with incompatible containers.

  **Discussion Points**:
- Should we have separate protocol types for different container
capabilities?
- Should `ExecWaitStrategy` accept a more specific type (e.g.,
`DockerContainer` directly)?
- Is the runtime check acceptable, or should this be enforced at the
type level?

I've opted for the runtime check to maintain consistency with the
existing `WaitStrategyTarget` protocol pattern, but I'm open to
alternatives if the maintainers prefer a different approach.


# PR Checklist

- [x] Your PR title follows the [Conventional
Commits](https://www.conventionalcommits.org/en/v1.0.0/) syntax
  as we make use of this for detecting Semantic Versioning changes.
- Additions to the community modules do not contribute to SemVer scheme:
all community features will be tagged
[community-feat](https://github.com/testcontainers/testcontainers-python/issues?q=label%3Acommunity-feat+),
but we do not want to release minor or major versions due to features or
breaking changes outside of core.
So please use `fix(postgres):` or `fix(my_new_vector_db):` if you want
to add or modify community modules.
This may change in the future if we have a separate package released
with community modules.
- [x] Your PR allows maintainers to edit your branch, this will speed up
resolving minor issues!
- [x] The new container is implemented under `modules/*`
- Your module follows [PEP 420](https://peps.python.org/pep-0420/) with
implicit namespace packages
    (if unsure, look at other existing community modules)
  - Your package namespacing follows `testcontainers.<modulename>.*`
    and you DO NOT have an `__init__.py` above your module's level.
  - Your module has its own tests under `modules/*/tests`
- Your module has a `README.rst` and hooks in the `.. auto-class` and
`.. title` of your container
- Implement the new feature (typically in `__init__.py`) and
corresponding tests.
- [x] Your module is added in `pyproject.toml`
- it is declared under `tool.poetry.packages` - see other community
modules
- it is declared under `tool.poetry.extras` with the same name as your
module name,
we still prefer adding _NO EXTRA DEPENDENCIES_, meaning `mymodule = []`
is the preferred addition
    (see the notes at the bottom)
- [x] Your branch is up-to-date (or your branch will be rebased with
`git rebase`)
---
 core/testcontainers/core/wait_strategies.py   | 98 +++++++++++++++++++
 .../testcontainers/postgres/__init__.py       |  9 +-
 2 files changed, 102 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/wait_strategies.py b/core/testcontainers/core/wait_strategies.py
index cac2a2ef6..f2c2d4778 100644
--- a/core/testcontainers/core/wait_strategies.py
+++ b/core/testcontainers/core/wait_strategies.py
@@ -6,6 +6,7 @@
 - HealthcheckWaitStrategy: Wait for Docker health checks to pass
 - PortWaitStrategy: Wait for TCP ports to be available
 - FileExistsWaitStrategy: Wait for files to exist on the filesystem
+- ExecWaitStrategy: Wait for command execution inside container to succeed
 - CompositeWaitStrategy: Combine multiple wait strategies
 
 Example:
@@ -19,6 +20,9 @@
     # Wait for log message
     container.waiting_for(LogMessageWaitStrategy("Server started"))
 
+    # Wait for command execution
+    container.waiting_for(ExecWaitStrategy(["pg_isready", "-U", "postgres"]))
+
     # Combine multiple strategies
     container.waiting_for(CompositeWaitStrategy(
         LogMessageWaitStrategy("Database ready"),
@@ -779,9 +783,103 @@ def wait_until_ready(self, container: WaitStrategyTarget) -> None:
         logger.debug("CompositeWaitStrategy: All strategies completed successfully")
 
 
+class ExecWaitStrategy(WaitStrategy):
+    """
+    Wait for a command execution inside the container to succeed.
+
+    This strategy executes a command inside the container and waits for it to
+    return a successful exit code. It's useful for databases and services
+    that provide CLI tools to check readiness.
+
+    Args:
+        command: Command to execute (list of strings or single string)
+        expected_exit_code: Expected exit code for success (default: 0)
+
+    Example:
+        # Wait for Postgres readiness
+        strategy = ExecWaitStrategy(
+            ["sh", "-c",
+             "PGPASSWORD='password' psql -U user -d db -h 127.0.0.1 -c 'select 1;'"]
+        )
+
+        # Wait for Redis readiness
+        strategy = ExecWaitStrategy(["redis-cli", "ping"])
+
+        # Check for specific exit code
+        strategy = ExecWaitStrategy(["custom-healthcheck.sh"], expected_exit_code=0)
+    """
+
+    def __init__(
+        self,
+        command: Union[str, list[str]],
+        expected_exit_code: int = 0,
+    ) -> None:
+        super().__init__()
+        self._command = command if isinstance(command, list) else [command]
+        self._expected_exit_code = expected_exit_code
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """
+        Wait until command execution succeeds with the expected exit code.
+
+        Args:
+            container: The container to execute commands in
+
+        Raises:
+            TimeoutError: If the command doesn't succeed within the timeout period
+            RuntimeError: If the container doesn't support exec
+        """
+        # Check if container supports exec (DockerContainer does, ComposeContainer doesn't)
+        if not hasattr(container, "exec"):
+            raise RuntimeError(
+                f"ExecWaitStrategy requires a container with exec support. "
+                f"Container type {type(container).__name__} does not support exec."
+            )
+
+        start_time = time.time()
+        last_exit_code = None
+        last_output = None
+
+        while True:
+            duration = time.time() - start_time
+            if duration > self._startup_timeout:
+                command_str = " ".join(self._command)
+                raise TimeoutError(
+                    f"Command execution did not succeed within {self._startup_timeout:.3f} seconds. "
+                    f"Command: {command_str}. "
+                    f"Expected exit code: {self._expected_exit_code}, "
+                    f"last exit code: {last_exit_code}. "
+                    f"Last output: {last_output}. "
+                    f"Hint: Check if the service is starting correctly, the command is valid, "
+                    f"and all required environment variables or credentials are properly configured."
+                )
+
+            try:
+                result = container.exec(self._command)
+                last_exit_code = result.exit_code
+                last_output = result.output.decode() if hasattr(result.output, "decode") else str(result.output)
+
+                if result.exit_code == self._expected_exit_code:
+                    logger.debug(
+                        f"ExecWaitStrategy: Command succeeded with exit code {result.exit_code} after {duration:.2f}s"
+                    )
+                    return
+
+                logger.debug(
+                    f"ExecWaitStrategy: Command failed with exit code {result.exit_code}, "
+                    f"expected {self._expected_exit_code}. Retrying..."
+                )
+            except Exception as e:
+                logger.debug(f"ExecWaitStrategy: Command execution failed with exception: {e}. Retrying...")
+                last_output = str(e)
+
+            time.sleep(self._poll_interval)
+
+
 __all__ = [
     "CompositeWaitStrategy",
     "ContainerStatusWaitStrategy",
+    "ExecWaitStrategy",
     "FileExistsWaitStrategy",
     "HealthcheckWaitStrategy",
     "HttpWaitStrategy",
diff --git a/modules/postgres/testcontainers/postgres/__init__.py b/modules/postgres/testcontainers/postgres/__init__.py
index bde21d5b3..add7a142a 100644
--- a/modules/postgres/testcontainers/postgres/__init__.py
+++ b/modules/postgres/testcontainers/postgres/__init__.py
@@ -15,7 +15,7 @@
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import ExecWaitStrategy
 
 _UNSET = object()
 
@@ -87,15 +87,14 @@ def get_connection_url(self, host: Optional[str] = None, driver: Optional[str] =
             port=self.port,
         )
 
-    @wait_container_is_ready()
     def _connect(self) -> None:
+        """Wait for Postgres to be ready by executing a query via psql."""
         escaped_single_password = self.password.replace("'", "'\"'\"'")
-        result = self.exec(
+        strategy = ExecWaitStrategy(
             [
                 "sh",
                 "-c",
                 f"PGPASSWORD='{escaped_single_password}' psql --username {self.username} --dbname {self.dbname} --host 127.0.0.1 -c 'select version();'",
             ]
         )
-        if result.exit_code:
-            raise ConnectionError("pg_isready is not ready yet")
+        strategy.wait_until_ready(self)

From c785ecdca20b51e077ab23ed61ae123c643a0627 Mon Sep 17 00:00:00 2001
From: Artem ILIN <artyom_ilyin@mail.ru>
Date: Fri, 5 Dec 2025 19:51:18 +0200
Subject: [PATCH 073/208] fix(elasticsearch): Use wait strategy instead of
 deprecated decorator (#915)

Part of fixing
https://github.com/testcontainers/testcontainers-python/issues/874.

Decided to remove `get_url` method as it's no longer used and is not
part of the protocol.
---
 .../testcontainers/elasticsearch/__init__.py  | 24 +++----------------
 .../elasticsearch/tests/test_elasticsearch.py |  2 +-
 2 files changed, 4 insertions(+), 22 deletions(-)

diff --git a/modules/elasticsearch/testcontainers/elasticsearch/__init__.py b/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
index 1b943916a..e9974ae2b 100644
--- a/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
+++ b/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
@@ -12,12 +12,10 @@
 #    under the License.
 import logging
 import re
-import urllib
-from urllib.error import URLError
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 
 _FALLBACK_VERSION = 8
 """This version is used when no version could be detected from the image name."""
@@ -69,14 +67,14 @@ class ElasticSearchContainer(DockerContainer):
             >>> from testcontainers.elasticsearch import ElasticSearchContainer
 
             >>> with ElasticSearchContainer(f'elasticsearch:8.3.3', mem_limit='3G') as es:
-            ...    resp = urllib.request.urlopen(es.get_url())
+            ...    resp = urllib.request.urlopen(f'http://{es.get_container_host_ip()}:{es.get_exposed_port(es.port)}')
             ...    json.loads(resp.read().decode())['version']['number']
             '8.3.3'
     """
 
     def __init__(self, image: str = "elasticsearch", port: int = 9200, **kwargs) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
-        super().__init__(image, **kwargs)
+        super().__init__(image, _wait_strategy=HttpWaitStrategy(port), **kwargs)
         self.port = port
         self.with_exposed_ports(self.port)
         self.with_env("transport.host", "127.0.0.1")
@@ -85,19 +83,3 @@ def __init__(self, image: str = "elasticsearch", port: int = 9200, **kwargs) ->
         major_version = _major_version_from_image_name(image)
         for key, value in _environment_by_version(major_version).items():
             self.with_env(key, value)
-
-    @wait_container_is_ready(URLError)
-    def _connect(self) -> None:
-        res = urllib.request.urlopen(self.get_url())
-        if res.status != 200:
-            raise Exception()
-
-    def get_url(self) -> str:
-        host = self.get_container_host_ip()
-        port = self.get_exposed_port(self.port)
-        return f"http://{host}:{port}"
-
-    def start(self) -> "ElasticSearchContainer":
-        super().start()
-        self._connect()
-        return self
diff --git a/modules/elasticsearch/tests/test_elasticsearch.py b/modules/elasticsearch/tests/test_elasticsearch.py
index 661a550c6..4fe51b3e5 100644
--- a/modules/elasticsearch/tests/test_elasticsearch.py
+++ b/modules/elasticsearch/tests/test_elasticsearch.py
@@ -10,5 +10,5 @@
 @pytest.mark.parametrize("version", ["7.17.18", "8.12.2"])
 def test_docker_run_elasticsearch(version):
     with ElasticSearchContainer(f"elasticsearch:{version}", mem_limit="3G") as es:
-        resp = urllib.request.urlopen(es.get_url())
+        resp = urllib.request.urlopen(f"http://{es.get_container_host_ip()}:{es.get_exposed_port(es.port)}")
         assert json.loads(resp.read().decode())["version"]["number"] == version

From 9a9738575ec3f831c78512b10b990e416eacad03 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Sun, 4 Jan 2026 09:21:51 -0500
Subject: [PATCH 074/208] fix(core): recreate poetry lockfile with latest
 versions of libraries (#946)

updated python version to 3.10 for simpler lockfile

recreated lockfile

updated ci for python 3.10 and no more sphinx (readthedocs is broken)
since docs are mkdocs (which are not ready)
---
 .github/workflows/ci-community.yml        |    2 +-
 .github/workflows/ci-core.yml             |    2 +-
 .github/workflows/ci-lint.yml             |    2 +-
 .github/workflows/docs.yml                |   21 -
 core/testcontainers/compose/compose.py    |    2 +-
 core/testcontainers/core/waiting_utils.py |   12 +-
 core/tests/test_network.py                |    2 +-
 poetry.lock                               | 6376 ++++++++++++---------
 pyproject.toml                            |  125 +-
 9 files changed, 3725 insertions(+), 2819 deletions(-)
 delete mode 100644 .github/workflows/docs.yml

diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index cd177945a..44cb95d82 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -44,7 +44,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.13", "3.14"]
+        python-version: ["3.10", "3.13", "3.14"]
         module: ${{ fromJSON(needs.track-modules.outputs.changed_modules) }}
     steps:
       - name: Checkout contents
diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index fec40c3be..162191f2e 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -14,7 +14,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.13", "3.14"]
+        python-version: ["3.10", "3.13", "3.14"]
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index c79fe0fe4..3ff0bc638 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -18,7 +18,7 @@ jobs:
         with:
           python-version: "3.13"
       - name: Install Python dependencies
-        run: poetry install --no-interaction
+        run: poetry install --with dev --no-interaction
       - name: Execute pre-commit handler
         continue-on-error: true
         run: |
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
deleted file mode 100644
index b97057312..000000000
--- a/.github/workflows/docs.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-name: docs
-
-on:
-  push:
-    branches: [main]
-  pull_request:
-    branches: [main]
-
-jobs:
-  build:
-    runs-on: ubuntu-22.04
-    steps:
-      - uses: actions/checkout@v4
-      - name: Set up Python
-        uses: ./.github/actions/setup-env
-        with:
-          python-version: "3.13"
-      - name: Install Python dependencies
-        run: poetry install --all-extras
-      - name: Build documentation
-        run: make docs
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 61961ce0d..8138b01e9 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -30,7 +30,7 @@ def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
         raise TypeError(f"Expected a dataclass type, got {cls}")
     class_fields = {f.name for f in fields(cls)}
     filtered = {k: v for k, v in dict_.items() if k in class_fields}
-    return cast("_IPT", cls(**filtered))
+    return cls(**filtered)
 
 
 @dataclass
diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 9942854aa..203de81c5 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -161,7 +161,7 @@ def check_http(container):
     )
 
     class LegacyWaitStrategy(WaitStrategy):
-        def __init__(self, func: Callable[..., Any], instance: Any, args: list[Any], kwargs: dict[str, Any]):
+        def __init__(self, func: Callable[..., Any], instance: Any, args: tuple[Any], kwargs: dict[str, Any]):
             super().__init__()
             self.func = func
             self.instance = instance
@@ -197,12 +197,16 @@ def wait_until_ready(self, container: WaitStrategyTarget) -> Any:
                     logger.debug(f"Connection attempt failed: {e!s}")
                     time.sleep(self._poll_interval)
 
-    @wrapt.decorator  # type: ignore[misc]
-    def wrapper(wrapped: Callable[..., Any], instance: Any, args: list[Any], kwargs: dict[str, Any]) -> Any:
+    @wrapt.decorator
+    def wrapper(wrapped: Callable[..., Any], instance: Any, args: tuple[Any], kwargs: dict[str, Any]) -> Any:
         # Use the LegacyWaitStrategy to handle retries with proper timeout
         strategy = LegacyWaitStrategy(wrapped, instance, args, kwargs)
         # For backwards compatibility, assume the instance is the container
-        container = instance if hasattr(instance, "get_container_host_ip") else args[0] if args else None
+        try:
+            first_arg = args[0]
+        except IndexError:
+            first_arg = None
+        container = instance if hasattr(instance, "get_container_host_ip") else first_arg
         if container:
             return strategy.wait_until_ready(container)
         else:
diff --git a/core/tests/test_network.py b/core/tests/test_network.py
index d579bed02..868032e26 100644
--- a/core/tests/test_network.py
+++ b/core/tests/test_network.py
@@ -90,6 +90,6 @@ def test_network_has_labels():
     try:
         network.create()
         network = network._docker.client.networks.get(network_id=network.id)
-        assert LABEL_SESSION_ID in network.attrs.get("Labels")  # type: ignore[attr-defined]
+        assert LABEL_SESSION_ID in network.attrs.get("Labels")
     finally:
         network.remove()
diff --git a/poetry.lock b/poetry.lock
index dc6f2843c..b25e8143a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,23 @@
 # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
+[[package]]
+name = "aiofiles"
+version = "25.1.0"
+description = "File support for asyncio."
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"4.0\" and extra == \"keycloak\""
+files = [
+    {file = "aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"},
+    {file = "aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.6.1"
@@ -19,132 +37,132 @@ reference = "PyPI-public"
 
 [[package]]
 name = "aiohttp"
-version = "3.13.2"
+version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "aiohttp-3.13.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2372b15a5f62ed37789a6b383ff7344fc5b9f243999b0cd9b629d8bc5f5b4155"},
-    {file = "aiohttp-3.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e7f8659a48995edee7229522984bd1009c1213929c769c2daa80b40fe49a180c"},
-    {file = "aiohttp-3.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:939ced4a7add92296b0ad38892ce62b98c619288a081170695c6babe4f50e636"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6315fb6977f1d0dd41a107c527fee2ed5ab0550b7d885bc15fee20ccb17891da"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6e7352512f763f760baaed2637055c49134fd1d35b37c2dedfac35bfe5cf8725"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e09a0a06348a2dd73e7213353c90d709502d9786219f69b731f6caa0efeb46f5"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a09a6d073fb5789456545bdee2474d14395792faa0527887f2f4ec1a486a59d3"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b59d13c443f8e049d9e94099c7e412e34610f1f49be0f230ec656a10692a5802"},
-    {file = "aiohttp-3.13.2-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:20db2d67985d71ca033443a1ba2001c4b5693fe09b0e29f6d9358a99d4d62a8a"},
-    {file = "aiohttp-3.13.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:960c2fc686ba27b535f9fd2b52d87ecd7e4fd1cf877f6a5cba8afb5b4a8bd204"},
-    {file = "aiohttp-3.13.2-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:6c00dbcf5f0d88796151e264a8eab23de2997c9303dd7c0bf622e23b24d3ce22"},
-    {file = "aiohttp-3.13.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fed38a5edb7945f4d1bcabe2fcd05db4f6ec7e0e82560088b754f7e08d93772d"},
-    {file = "aiohttp-3.13.2-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:b395bbca716c38bef3c764f187860e88c724b342c26275bc03e906142fc5964f"},
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 [package.dependencies]
@@ -158,7 +176,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [package.source]
 type = "legacy"
@@ -188,14 +206,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "alabaster"
-version = "0.7.16"
+version = "1.0.0"
 description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.source]
@@ -205,14 +223,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "annotated-types"
-version = "0.6.0"
+version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.source]
@@ -222,26 +240,23 @@ reference = "PyPI-public"
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.12.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 [package.dependencies]
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 idna = ">=2.8"
-sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
-trio = ["trio (>=0.23)"]
+trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
 
 [package.source]
 type = "legacy"
@@ -250,26 +265,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "argon2-cffi"
-version = "23.1.0"
+version = "25.1.0"
 description = "Argon2 for Python"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"minio\""
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 [package.dependencies]
 argon2-cffi-bindings = "*"
 
-[package.extras]
-dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
-tests = ["hypothesis", "pytest"]
-typing = ["mypy"]
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -277,42 +286,46 @@ reference = "PyPI-public"
 
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.9"
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+    {file = "argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:da0c79c23a63723aa5d782250fbf51b768abca630285262fb5144ba5ae01e520"},
+    {file = "argon2_cffi_bindings-25.1.0.tar.gz", hash = "sha256:b957f3e6ea4d55d820e40ff76f450952807013d361a65d7f28acc0acbf29229d"},
 ]
 
 [package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["cogapp", "pre-commit", "pytest", "wheel"]
-tests = ["pytest"]
+cffi = [
+    {version = ">=1.0.1", markers = "python_version < \"3.14\""},
+    {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
+]
 
 [package.source]
 type = "legacy"
@@ -336,17 +349,35 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "async-property"
+version = "0.2.2"
+description = "Python decorator for async properties."
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"4.0\" and extra == \"keycloak\""
+files = [
+    {file = "async_property-0.2.2-py2.py3-none-any.whl", hash = "sha256:8924d792b5843994537f8ed411165700b27b2bd966cefc4daeefc1253442a9d7"},
+    {file = "async_property-0.2.2.tar.gz", hash = "sha256:17d9bd6ca67e27915a75d92549df64b5c7174e9dc806b30a3934dc4ff0506380"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_full_version < \"3.11.3\" and (extra == \"generic\" or extra == \"redis\") or python_version <= \"3.10\""
+markers = "python_full_version < \"3.11.3\" and (extra == \"generic\" or extra == \"redis\") or python_version == \"3.10\""
 files = [
-    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
-    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
 ]
 
 [package.source]
@@ -356,24 +387,16 @@ reference = "PyPI-public"
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
+    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
 
-[package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -381,15 +404,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "authlib"
-version = "1.3.0"
+version = "1.6.6"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"weaviate\""
 files = [
-    {file = "Authlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:9637e4de1fb498310a56900b3e2043a206b03cb11c05422014b0302cbc814be3"},
-    {file = "Authlib-1.3.0.tar.gz", hash = "sha256:959ea62a5b7b5123c5059758296122b57cd2585ae2ed1c0622c21b371ffdae06"},
+    {file = "authlib-1.6.6-py2.py3-none-any.whl", hash = "sha256:7d9e9bc535c13974313a87f53e8430eb6ea3d1cf6ae4f6efcd793f2e949143fd"},
+    {file = "authlib-1.6.6.tar.gz", hash = "sha256:45770e8e056d0f283451d9996fbb59b70d45722b45d854d58f32878d0a40c38e"},
 ]
 
 [package.dependencies]
@@ -402,24 +425,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "azure-core"
-version = "1.30.1"
+version = "1.37.0"
 description = "Microsoft Azure Core Library for Python"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"azurite\" or extra == \"cosmosdb\""
 files = [
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-    {file = "azure_core-1.30.1-py3-none-any.whl", hash = "sha256:7c5ee397e48f281ec4dd773d67a0a47a0962ed6fa833036057f9ea067f688e74"},
+    {file = "azure_core-1.37.0-py3-none-any.whl", hash = "sha256:b3abe2c59e7d6bb18b38c275a5029ff80f98990e7c90a5e646249a56630fcc19"},
+    {file = "azure_core-1.37.0.tar.gz", hash = "sha256:7064f2c11e4b97f340e8e8c6d923b822978be3016e46b7bc4aa4b337cfb48aee"},
 ]
 
 [package.dependencies]
 requests = ">=2.21.0"
-six = ">=1.11.0"
 typing-extensions = ">=4.6.0"
 
 [package.extras]
 aio = ["aiohttp (>=3.0)"]
+tracing = ["opentelemetry-api (>=1.26,<2.0)"]
 
 [package.source]
 type = "legacy"
@@ -428,19 +451,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "azure-cosmos"
-version = "4.7.0"
+version = "4.14.3"
 description = "Microsoft Azure Cosmos Client Library for Python"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"cosmosdb\""
 files = [
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-    {file = "azure_cosmos-4.7.0-py3-none-any.whl", hash = "sha256:03d8c7740ddc2906fb16e07b136acc0fe6a6a02656db46c5dd6f1b127b58cc96"},
+    {file = "azure_cosmos-4.14.3-py3-none-any.whl", hash = "sha256:67b20403520ecfddb23067caf3d4161a466823e36e63ef666f6bc2c079b03a88"},
+    {file = "azure_cosmos-4.14.3.tar.gz", hash = "sha256:ae84aa0438dfcf8b8d6dec22dc7ce5219645321f37cddb50a13c84b69675f0bc"},
 ]
 
 [package.dependencies]
-azure-core = ">=1.25.1"
+azure-core = ">=1.30.0"
 typing-extensions = ">=4.6.0"
 
 [package.source]
@@ -450,25 +473,25 @@ reference = "PyPI-public"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.19.1"
+version = "12.27.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"azurite\""
 files = [
-    {file = "azure-storage-blob-12.19.1.tar.gz", hash = "sha256:13e16ba42fc54ac2c7e8f976062173a5c82b9ec0594728e134aac372965a11b0"},
-    {file = "azure_storage_blob-12.19.1-py3-none-any.whl", hash = "sha256:c5530dc51c21c9564e4eb706cd499befca8819b10dd89716d3fc90d747556243"},
+    {file = "azure_storage_blob-12.27.1-py3-none-any.whl", hash = "sha256:65d1e25a4628b7b6acd20ff7902d8da5b4fde8e46e19c8f6d213a3abc3ece272"},
+    {file = "azure_storage_blob-12.27.1.tar.gz", hash = "sha256:a1596cc4daf5dac9be115fcb5db67245eae894cf40e4248243754261f7b674a6"},
 ]
 
 [package.dependencies]
-azure-core = ">=1.28.0,<2.0.0"
+azure-core = ">=1.30.0"
 cryptography = ">=2.1.4"
 isodate = ">=0.6.1"
-typing-extensions = ">=4.3.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
-aio = ["azure-core[aio] (>=1.28.0,<2.0.0)"]
+aio = ["azure-core[aio] (>=1.30.0)"]
 
 [package.source]
 type = "legacy"
@@ -477,18 +500,18 @@ reference = "PyPI-public"
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [package.source]
 type = "legacy"
@@ -502,7 +525,7 @@ description = "Function decoration for backoff and retry"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 groups = ["main"]
-markers = "extra == \"chroma\""
+markers = "python_version >= \"3.14\" and extra == \"chroma\""
 files = [
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@@ -513,41 +536,135 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = true
+python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "python_version <= \"3.13\" and extra == \"chroma\""
+files = [
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+    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "backports-asyncio-runner"
+version = "1.2.0"
+description = "Backport of asyncio.Runner, a context manager that controls event loop life cycle."
+optional = false
+python-versions = "<3.11,>=3.8"
+groups = ["dev"]
+markers = "python_version == \"3.10\""
+files = [
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+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "backports-tarfile"
+version = "1.2.0"
+description = "Backport of CPython tarfile module"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\""
+files = [
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+[package.extras]
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+testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
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-version = "4.1.2"
+version = "5.0.0"
 description = "Modern password hashing for your software and your servers"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 markers = {main = "extra == \"registry\""}
 
@@ -562,21 +679,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "boto3"
-version = "1.34.59"
+version = "1.42.21"
 description = "The AWS SDK for Python"
 optional = true
-python-versions = ">= 3.8"
+python-versions = ">= 3.9"
 groups = ["main"]
 markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
-    {file = "boto3-1.34.59-py3-none-any.whl", hash = "sha256:004e67b078be58d34469406f93cc8b95bc43becef4bbe44523a0b8e51f84c668"},
-    {file = "boto3-1.34.59.tar.gz", hash = "sha256:162edf182e53c198137a28432a626dba103f787a8f5000ed4758b73ccd203fa0"},
+    {file = "boto3-1.42.21-py3-none-any.whl", hash = "sha256:1885f252d715a5810bb4e0c5bbebfa8e9018b025febf5be3d58540626e7b43d2"},
+    {file = "boto3-1.42.21.tar.gz", hash = "sha256:9b92943d253bc837323079fe88460e741cb2eb80abaebcb558b2446bdb4049d6"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.59,<1.35.0"
+botocore = ">=1.42.21,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.10.0,<0.11.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
@@ -588,59 +705,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "botocore"
-version = "1.34.59"
+version = "1.42.21"
 description = "Low-level, data-driven core of boto 3."
 optional = true
-python-versions = ">= 3.8"
+python-versions = ">= 3.9"
 groups = ["main"]
 markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
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-    {file = "botocore-1.34.59.tar.gz", hash = "sha256:24edb4d21d7c97dea0c6c4a80d36b3809b1443a30b0bd5e317d6c319dfac823f"},
+    {file = "botocore-1.42.21-py3-none-any.whl", hash = "sha256:6b59973a3ba8c3cfd5123f2656fef2339beee9f6483b8bc12bb00c5453ea2c6d"},
+    {file = "botocore-1.42.21.tar.gz", hash = "sha256:db8f99d186156da42feb4fd2098017383d9b155097290cc53da7258f6e652c39"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = [
-    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
-    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
-]
-
-[package.extras]
-crt = ["awscrt (==0.19.19)"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "build"
-version = "1.2.2.post1"
-description = "A simple, correct Python build frontend"
-optional = true
-python-versions = ">= 3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
-files = [
-    {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
-    {file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "os_name == \"nt\""}
-importlib-metadata = {version = ">=4.6", markers = "python_full_version < \"3.10.2\""}
-packaging = ">=19.1"
-pyproject_hooks = "*"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
-typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
-uv = ["uv (>=0.1.18)"]
-virtualenv = ["virtualenv (>=20.0.35)"]
+crt = ["awscrt (==0.29.2)"]
 
 [package.source]
 type = "legacy"
@@ -649,15 +731,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "cachetools"
-version = "5.3.3"
+version = "6.2.4"
 description = "Extensible memoizing collections and decorators"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"google\" or extra == \"k3s\""
 files = [
-    {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
-    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+    {file = "cachetools-6.2.4-py3-none-any.whl", hash = "sha256:69a7a52634fed8b8bf6e24a050fb60bff1c9bd8f6d24572b99c32d4e71e62a51"},
+    {file = "cachetools-6.2.4.tar.gz", hash = "sha256:82c5c05585e70b6ba2d3ae09ea60b79548872185d2f24ae1f2709d37299fd607"},
 ]
 
 [package.source]
@@ -667,50 +749,50 @@ reference = "PyPI-public"
 
 [[package]]
 name = "cassandra-driver"
-version = "3.29.1"
+version = "3.29.3"
 description = "DataStax Driver for Apache Cassandra"
 optional = false
 python-versions = "*"
 groups = ["main", "dev"]
 files = [
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+    {file = "cassandra_driver-3.29.3-cp39-cp39-win32.whl", hash = "sha256:2cb72808dfc46c40a6ee352ace181ce3170adde1cfd1447da91709a8cf482e20"},
+    {file = "cassandra_driver-3.29.3-cp39-cp39-win_amd64.whl", hash = "sha256:e1d09691d757f5b1900a98cc3b6cc7d8506683a2188c01eca86545f91edbbaf5"},
+    {file = "cassandra_driver-3.29.3.tar.gz", hash = "sha256:ff6b82ee4533f6fd4474d833e693b44b984f58337173ee98ed76bce08721a636"},
 ]
 
 [package.dependencies]
-geomet = ">=0.1,<0.3"
+geomet = ">=1.1"
 
 [package.extras]
-cle = ["cryptography (>=35.0)"]
+cle = ["cryptography (>=42.0)"]
 graph = ["gremlinpython (==3.4.6)"]
 
 [package.source]
@@ -720,14 +802,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [package.source]
@@ -828,7 +910,7 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\" or os_name == \"nt\" and implementation_name != \"pypy\" and (extra == \"minio\" or extra == \"selenium\") or extra == \"minio\""}
+markers = {main = "python_version >= \"3.10\" and python_version <= \"3.13\" and platform_python_implementation != \"PyPy\" and (extra == \"keycloak\" or extra == \"azurite\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") or extra == \"minio\" and python_version >= \"3.10\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"selenium\" and python_version >= \"3.10\" or python_version < \"4.0\" and extra == \"keycloak\" and python_version >= \"3.14\" and platform_python_implementation != \"PyPy\" or (extra == \"azurite\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") and python_version >= \"3.14\" and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -840,14 +922,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "cfgv"
-version = "3.4.0"
+version = "3.5.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
-    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+    {file = "cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0"},
+    {file = "cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132"},
 ]
 
 [package.source]
@@ -857,102 +939,125 @@ reference = "PyPI-public"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
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 description = "Chroma Client."
 optional = true
 python-versions = ">=3.9"
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 orjson = ">=3.9.12"
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 tenacity = ">=8.2.3"
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 type = "legacy"
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 [package.dependencies]
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+    {file = "cryptography-46.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c"},
+    {file = "cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1"},
+]
+markers = {main = "(python_version < \"4.0\" or extra == \"azurite\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\") and (extra == \"keycloak\" or extra == \"azurite\" or extra == \"mysql\" or extra == \"oracle\" or extra == \"oracle-free\" or extra == \"weaviate\" or extra == \"mailpit\" or extra == \"sftp\")"}
 
 [package.dependencies]
-cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=2.0.0", markers = "python_full_version >= \"3.9.0\" and platform_python_implementation != \"PyPy\""}
+typing-extensions = {version = ">=4.13.2", markers = "python_full_version < \"3.11.0\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs ; python_full_version >= \"3.8.0\"", "sphinx-rtd-theme (>=3.0.0) ; python_full_version >= \"3.8.0\""]
+docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8.0\""]
-pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox[uv] (>=2024.4.15)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.14)", "ruff (>=0.11.11)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==45.0.7)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==46.0.3)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [package.source]
@@ -1291,30 +1456,6 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
-[[package]]
-name = "deprecated"
-version = "1.2.14"
-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-markers = "extra == \"google\" or extra == \"chroma\" or python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\")"
-files = [
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-    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
-]
-
-[package.dependencies]
-wrapt = ">=1.10,<2"
-
-[package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
 [[package]]
 name = "deprecation"
 version = "2.1.0"
@@ -1322,7 +1463,7 @@ description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "python_version <= \"3.10\" and (extra == \"keycloak\" or extra == \"weaviate\") or (extra == \"weaviate\" or extra == \"keycloak\") and python_version < \"3.13\" or extra == \"weaviate\""
+markers = "(python_version < \"4.0\" or extra == \"weaviate\") and (extra == \"keycloak\" or extra == \"weaviate\")"
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -1338,14 +1479,32 @@ reference = "PyPI-public"
 
 [[package]]
 name = "distlib"
-version = "0.3.8"
+version = "0.4.0"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 groups = ["dev"]
 files = [
-    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
-    {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
+    {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"},
+    {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "distro"
+version = "1.9.0"
+description = "Distro - an OS platform information API"
+optional = true
+python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"chroma\""
+files = [
+    {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
+    {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
 [package.source]
@@ -1355,25 +1514,25 @@ reference = "PyPI-public"
 
 [[package]]
 name = "dnspython"
-version = "2.6.1"
+version = "2.8.0"
 description = "DNS toolkit"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"mongodb\""
 files = [
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+    {file = "dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af"},
+    {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
 ]
 
 [package.extras]
-dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "sphinx (>=7.2.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
-dnssec = ["cryptography (>=41)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=0.9.25)"]
-idna = ["idna (>=3.6)"]
-trio = ["trio (>=0.23)"]
-wmi = ["wmi (>=1.5.1)"]
+dev = ["black (>=25.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.17.0)", "mypy (>=1.17)", "pylint (>=3)", "pytest (>=8.4)", "pytest-cov (>=6.2.0)", "quart-trio (>=0.12.0)", "sphinx (>=8.2.0)", "sphinx-rtd-theme (>=3.0.0)", "twine (>=6.1.0)", "wheel (>=0.45.0)"]
+dnssec = ["cryptography (>=45)"]
+doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
+doq = ["aioquic (>=1.2.0)"]
+idna = ["idna (>=3.10)"]
+trio = ["trio (>=0.30)"]
+wmi = ["wmi (>=1.5.1) ; platform_system == \"Windows\""]
 
 [package.source]
 type = "legacy"
@@ -1410,14 +1569,33 @@ reference = "PyPI-public"
 
 [[package]]
 name = "docutils"
-version = "0.20.1"
+version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.10\""
+files = [
+    {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
+    {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "docutils"
+version = "0.22.4"
+description = "Docutils -- Python Documentation Utilities"
+optional = false
+python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version >= \"3.11\""
 files = [
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+    {file = "docutils-0.22.4-py3-none-any.whl", hash = "sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de"},
+    {file = "docutils-0.22.4.tar.gz", hash = "sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968"},
 ]
 
 [package.source]
@@ -1426,24 +1604,34 @@ url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
 [[package]]
-name = "ecdsa"
-version = "0.19.1"
-description = "ECDSA cryptographic signature library (pure python)"
+name = "durationpy"
+version = "0.10"
+description = "Module for converting between datetime.timedelta and Go's Duration strings."
 optional = true
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = "*"
 groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"keycloak\""
+markers = "extra == \"k3s\""
 files = [
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-    {file = "ecdsa-0.19.1.tar.gz", hash = "sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61"},
+    {file = "durationpy-0.10-py3-none-any.whl", hash = "sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286"},
+    {file = "durationpy-0.10.tar.gz", hash = "sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba"},
 ]
 
-[package.dependencies]
-six = ">=1.9.0"
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
 
-[package.extras]
-gmpy = ["gmpy"]
-gmpy2 = ["gmpy2"]
+[[package]]
+name = "events"
+version = "0.5"
+description = "Bringing the elegance of C# EventHandler to Python"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"4.0\" and extra == \"opensearch\""
+files = [
+    {file = "Events-0.5-py3-none-any.whl", hash = "sha256:a7286af378ba3e46640ac9825156c93bdba7502174dd696090fdfcd4d80a1abd"},
+]
 
 [package.source]
 type = "legacy"
@@ -1452,17 +1640,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.3.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
-markers = "python_version <= \"3.10\""
+markers = "python_version == \"3.10\""
 files = [
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 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
@@ -1473,21 +1664,16 @@ reference = "PyPI-public"
 
 [[package]]
 name = "filelock"
-version = "3.13.1"
+version = "3.20.2"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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-[package.extras]
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-typing = ["typing-extensions (>=4.8) ; python_version < \"3.11\""]
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -1495,127 +1681,144 @@ reference = "PyPI-public"
 
 [[package]]
 name = "frozenlist"
-version = "1.5.0"
+version = "1.8.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
-[package.dependencies]
-click = "*"
-six = "*"
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -1623,20 +1826,18 @@ reference = "PyPI-public"
 
 [[package]]
 name = "geomet"
-version = "0.2.1.post1"
-description = "GeoJSON <-> WKT/WKB conversion utilities"
+version = "1.1.0"
+description = "Pure Python conversion library for common geospatial data formats"
 optional = false
-python-versions = ">2.6, !=3.3.*, <4"
+python-versions = ">=3.7"
 groups = ["main", "dev"]
-markers = "python_version < \"3.13\""
 files = [
-    {file = "geomet-0.2.1.post1-py3-none-any.whl", hash = "sha256:a41a1e336b381416d6cbed7f1745c848e91defaa4d4c1bdc1312732e46ffad2b"},
-    {file = "geomet-0.2.1.post1.tar.gz", hash = "sha256:91d754f7c298cbfcabd3befdb69c641c27fe75e808b27aa55028605761d17e95"},
+    {file = "geomet-1.1.0-py3-none-any.whl", hash = "sha256:4372fe4e286a34acc6f2e9308284850bd8c4aa5bc12065e2abbd4995900db12f"},
+    {file = "geomet-1.1.0.tar.gz", hash = "sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605"},
 ]
 
 [package.dependencies]
 click = "*"
-six = "*"
 
 [package.source]
 type = "legacy"
@@ -1645,15 +1846,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-api-core"
-version = "2.25.1"
+version = "2.28.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"},
-    {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"},
+    {file = "google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c"},
+    {file = "google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8"},
 ]
 
 [package.dependencies]
@@ -1661,10 +1862,12 @@ google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
 grpcio = [
     {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.75.1,<2.0.0", optional = true, markers = "python_version >= \"3.14\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
     {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.75.1,<2.0.0", optional = true, markers = "python_version >= \"3.14\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = [
@@ -1676,7 +1879,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
-grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio (>=1.75.1,<2.0.0) ; python_version >= \"3.14\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.75.1,<2.0.0) ; python_version >= \"3.14\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
@@ -1687,28 +1890,32 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-auth"
-version = "2.28.2"
+version = "2.45.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\" or extra == \"k3s\""
 files = [
-    {file = "google-auth-2.28.2.tar.gz", hash = "sha256:80b8b4969aa9ed5938c7828308f20f035bc79f9d8fb8120bf9dc8db20b41ba30"},
-    {file = "google_auth-2.28.2-py2.py3-none-any.whl", hash = "sha256:9fd67bbcd40f16d9d42f950228e9cf02a2ded4ae49198b27432d0cded5a74c38"},
+    {file = "google_auth-2.45.0-py2.py3-none-any.whl", hash = "sha256:82344e86dc00410ef5382d99be677c6043d72e502b625aa4f4afa0bdacca0f36"},
+    {file = "google_auth-2.45.0.tar.gz", hash = "sha256:90d3f41b6b72ea72dd9811e765699ee491ab24139f34ebf1ca2b9cc0c38708f3"},
 ]
 
 [package.dependencies]
-cachetools = ">=2.0.0,<6.0"
+cachetools = ">=2.0.0,<7.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
-enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
-pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
+cryptography = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+requests = ["requests (>=2.20.0,<3.0.0)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+urllib3 = ["packaging", "urllib3"]
 
 [package.source]
 type = "legacy"
@@ -1717,23 +1924,23 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-cloud-core"
-version = "2.4.1"
+version = "2.5.0"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"},
-    {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"},
+    {file = "google_cloud_core-2.5.0-py3-none-any.whl", hash = "sha256:67d977b41ae6c7211ee830c7912e41003ea8194bff15ae7d72fd6f51e57acabc"},
+    {file = "google_cloud_core-2.5.0.tar.gz", hash = "sha256:7c1b7ef5c92311717bd05301aa1a91ffbc565673d3b0b4163a52d8413a186963"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
-google-auth = ">=1.25.0,<3.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0"
+google-auth = ">=1.25.0,<3.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
+grpc = ["grpcio (>=1.38.0,<2.0.0) ; python_version < \"3.14\"", "grpcio (>=1.75.1,<2.0.0) ; python_version >= \"3.14\"", "grpcio-status (>=1.38.0,<2.0.0)"]
 
 [package.source]
 type = "legacy"
@@ -1742,25 +1949,29 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-cloud-datastore"
-version = "2.21.0"
+version = "2.23.0"
 description = "Google Cloud Datastore API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google_cloud_datastore-2.21.0-py2.py3-none-any.whl", hash = "sha256:f303f27cd1983383f20bd227019cd8a7897419e0ec6b878367c58c66245f9d9b"},
-    {file = "google_cloud_datastore-2.21.0.tar.gz", hash = "sha256:eee454dd4a55f5b327f9f344928ff1a09a6f77c23d5e3d908ad31a13cc2f4073"},
+    {file = "google_cloud_datastore-2.23.0-py3-none-any.whl", hash = "sha256:24a1b1d29b902148fe41b109699f76fd3aa60591e9d547c0f8b87d7bf9ff213f"},
+    {file = "google_cloud_datastore-2.23.0.tar.gz", hash = "sha256:80049883a4ae928fdcc661ba6803ec267665dc0e6f3ce2da91441079a6bb6387"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 google-cloud-core = ">=1.4.0,<3.0.0"
+grpcio = [
+    {version = ">=1.38.0,<2.0.0"},
+    {version = ">=1.75.1,<2.0.0", markers = "python_version >= \"3.14\""},
+]
 proto-plus = [
     {version = ">=1.22.0,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
-    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\""},
+    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\" and python_version < \"3.13\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
@@ -1774,29 +1985,32 @@ reference = "PyPI-public"
 
 [[package]]
 name = "google-cloud-pubsub"
-version = "2.31.1"
+version = "2.34.0"
 description = "Google Cloud Pub/Sub API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
-    {file = "google_cloud_pubsub-2.31.1-py3-none-any.whl", hash = "sha256:85e9ee330874d725dacf20d65efd52e5ec04141ca04f023d135b961a68b372b0"},
-    {file = "google_cloud_pubsub-2.31.1.tar.gz", hash = "sha256:f4214f692da435afcdfb41e77cfa962238db96e4a4ba64637aaa710442d9c532"},
+    {file = "google_cloud_pubsub-2.34.0-py3-none-any.whl", hash = "sha256:aa11b2471c6d509058b42a103ed1b3643f01048311a34fd38501a16663267206"},
+    {file = "google_cloud_pubsub-2.34.0.tar.gz", hash = "sha256:25f98c3ba16a69871f9ebbad7aece3fe63c8afe7ba392aad2094be730d545976"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
 google-auth = ">=2.14.1,<3.0.0"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0"
-grpcio = ">=1.51.3,<2.0.0"
+grpcio = [
+    {version = ">=1.51.3,<2.0.0", markers = "python_version < \"3.14\""},
+    {version = ">=1.75.1,<2.0.0", markers = "python_version >= \"3.14\""},
+]
 grpcio-status = ">=1.33.2"
 opentelemetry-api = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
 opentelemetry-sdk = {version = ">=1.27.0", markers = "python_version >= \"3.8\""}
 proto-plus = [
     {version = ">=1.22.0,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
-    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\" and python_version < \"3.13\""},
+    {version = ">=1.22.2,<2.0.0", markers = "python_version >= \"3.11\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
@@ -1810,15 +2024,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.70.0"
+version = "1.72.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\" or extra == \"chroma\""
 files = [
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@@ -1835,79 +2049,61 @@ reference = "PyPI-public"
 
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 [package.extras]
@@ -1921,15 +2117,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "grpc-google-iam-v1"
-version = "0.14.2"
+version = "0.14.3"
 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
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 ]
 
 [package.dependencies]
@@ -2026,21 +2222,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "grpcio-status"
-version = "1.62.1"
+version = "1.76.0"
 description = "Status proto mapping for gRPC"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"google\""
 files = [
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 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.62.1"
-protobuf = ">=4.21.6"
+grpcio = ">=1.76.0"
+protobuf = ">=6.31.1,<7.0.0"
 
 [package.source]
 type = "legacy"
@@ -2130,14 +2326,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "h11"
-version = "0.14.0"
+version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = false
-python-versions = ">=3.7"
-groups = ["main", "dev"]
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 [package.source]
@@ -2147,20 +2343,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "h2"
-version = "4.1.0"
-description = "HTTP/2 State-Machine based protocol implementation"
+version = "4.3.0"
+description = "Pure-Python HTTP/2 protocol implementation"
 optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"qdrant\""
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 ]
 
 [package.dependencies]
-hpack = ">=4.0,<5"
-hyperframe = ">=6.0,<7"
+hpack = ">=4.1,<5"
+hyperframe = ">=6.1,<7"
 
 [package.source]
 type = "legacy"
@@ -2169,15 +2365,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "hpack"
-version = "4.0.0"
-description = "Pure-Python HPACK header compression"
+version = "4.1.0"
+description = "Pure-Python HPACK header encoding"
 optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"qdrant\""
 files = [
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 [package.source]
@@ -2187,19 +2383,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "httpcore"
-version = "1.0.8"
+version = "1.0.9"
 description = "A minimal low-level HTTP client."
-optional = false
+optional = true
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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 [package.dependencies]
 certifi = "*"
-h11 = ">=0.13,<0.15"
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 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
@@ -2216,9 +2412,10 @@ reference = "PyPI-public"
 name = "httpx"
 version = "0.28.1"
 description = "The next generation HTTP client."
-optional = false
+optional = true
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
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@@ -2245,15 +2442,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "hvac"
-version = "2.1.0"
+version = "2.4.0"
 description = "HashiCorp Vault API client"
 optional = false
 python-versions = ">=3.8,<4.0"
 groups = ["dev"]
 markers = "python_version < \"4.0\""
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 [package.dependencies]
@@ -2269,15 +2466,15 @@ reference = "PyPI-public"
 
 [[package]]
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-description = "HTTP/2 framing layer for Python"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
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+python-versions = ">=3.9"
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 [package.source]
@@ -2287,54 +2484,56 @@ reference = "PyPI-public"
 
 [[package]]
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+version = "3.2.8"
 description = "Python DBI driver for DB2 (LUW, zOS, i5)"
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 python-versions = "*"
 groups = ["main"]
 markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and extra == \"db2\""
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 ]
 
 [package.source]
@@ -2344,21 +2543,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "ibm-db-sa"
-version = "0.4.1"
+version = "0.4.3"
 description = "SQLAlchemy support for IBM Data Servers"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and extra == \"db2\""
 files = [
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 ]
 
 [package.dependencies]
-ibm-db = ">=2.0.0"
+ibm_db = ">=2.0.0"
 sqlalchemy = ">=0.7.3"
 
+[package.extras]
+dev = ["nose (>=0.11)"]
+
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -2391,14 +2593,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "identify"
-version = "2.5.35"
+version = "2.6.15"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [package.extras]
@@ -2411,16 +2613,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
 
+[package.extras]
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+
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -2445,24 +2650,28 @@ reference = "PyPI-public"
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.2"
+version = "8.7.1"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
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+markers = {main = "extra == \"google\" or extra == \"chroma\" or extra == \"openfga\" or extra == \"arangodb\"", dev = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\""}
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=3.4)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
 
 [package.source]
 type = "legacy"
@@ -2471,15 +2680,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "influxdb"
-version = "5.3.1"
+version = "5.3.2"
 description = "InfluxDB client"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"influxdb\""
 files = [
-    {file = "influxdb-5.3.1-py2.py3-none-any.whl", hash = "sha256:65040a1f53d1a2a4f88a677e89e3a98189a7d30cf2ab61c318aaa89733280747"},
-    {file = "influxdb-5.3.1.tar.gz", hash = "sha256:46f85e7b04ee4b3dee894672be6a295c94709003a7ddea8820deec2ac4d8b27a"},
+    {file = "influxdb-5.3.2-py2.py3-none-any.whl", hash = "sha256:00d86b18a968d011b2eee39ec3b2ae941b1dcf7086bc7211e675914623caffcd"},
+    {file = "influxdb-5.3.2.tar.gz", hash = "sha256:58c647f6043712dd86e9aee12eb4ccfbbb5415467bc9910a48aa8c74c1108970"},
 ]
 
 [package.dependencies]
@@ -2504,7 +2713,7 @@ description = "InfluxDB 2.0 Python client library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"influxdb\""
+markers = "python_version >= \"3.14\" and extra == \"influxdb\""
 files = [
     {file = "influxdb_client-1.31.0-py3-none-any.whl", hash = "sha256:c65e1efe2e361a65f54238d0630280c217ca7b0502a1942de1e5d541635b719f"},
     {file = "influxdb_client-1.31.0.tar.gz", hash = "sha256:adf6dfdf35f7c39cf543b243359d2c0ae79fc462f1ef57a09d0f1623f181796d"},
@@ -2530,15 +2739,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "influxdb-client"
-version = "1.41.0"
+version = "1.49.0"
 description = "InfluxDB 2.0 Python client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"influxdb\""
+markers = "python_version <= \"3.13\" and extra == \"influxdb\""
 files = [
-    {file = "influxdb_client-1.41.0-py3-none-any.whl", hash = "sha256:420d7c5b7ed0f778de0eac923aded3ea3a4eb6b247e3fbb7a187e0a577a5a3be"},
-    {file = "influxdb_client-1.41.0.tar.gz", hash = "sha256:4b85bad3991f3de24818366c87c8868a64917fea2d21bbcc2b579fbe5d904990"},
+    {file = "influxdb_client-1.49.0-py3-none-any.whl", hash = "sha256:b3a688f02cdf18e17ec08ef35bee489fdb90e4e5969bd0a8dd1a8657a66d892b"},
+    {file = "influxdb_client-1.49.0.tar.gz", hash = "sha256:4a53a218adef6ac9458bfbd31fa08c76194f70310c6b4e01f53d804bd2c48e03"},
 ]
 
 [package.dependencies]
@@ -2552,7 +2761,7 @@ urllib3 = ">=1.26.0"
 async = ["aiocsv (>=1.2.2)", "aiohttp (>=3.8.1)"]
 ciso = ["ciso8601 (>=2.1.1)"]
 extra = ["numpy", "pandas (>=1.0.0)"]
-test = ["aioresponses (>=0.7.3)", "coverage (>=4.0.3)", "flake8 (>=5.0.3)", "httpretty (==1.0.5)", "jinja2 (==3.1.3)", "nose (>=1.3.7)", "pluggy (>=0.3.1)", "psutil (>=5.6.3)", "py (>=1.4.31)", "pytest (>=5.0.0)", "pytest-cov (>=3.0.0)", "pytest-timeout (>=2.1.0)", "randomize (>=0.13)", "sphinx (==1.8.5)", "sphinx-rtd-theme"]
+test = ["aioresponses (>=0.7.3)", "coverage (>=4.0.3)", "flake8 (>=5.0.3)", "httpretty (==1.0.5)", "jinja2 (>=3.1.4)", "nose (>=1.3.7)", "pluggy (>=0.3.1)", "psutil (>=5.6.3)", "py (>=1.4.31)", "pytest (>=5.0.0)", "pytest-cov (>=3.0.0)", "pytest-timeout (>=2.1.0)", "randomize (>=0.13)", "sphinx (==1.8.5)", "sphinx-rtd-theme"]
 
 [package.source]
 type = "legacy"
@@ -2561,14 +2770,31 @@ reference = "PyPI-public"
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
+    {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "invoke"
+version = "2.2.1"
+description = "Pythonic task execution"
+optional = false
+python-versions = ">=3.6"
 groups = ["dev"]
 files = [
-    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+    {file = "invoke-2.2.1-py3-none-any.whl", hash = "sha256:2413bc441b376e5cd3f55bb5d364f973ad8bdd7bf87e53c79de3c11bf3feecc8"},
+    {file = "invoke-2.2.1.tar.gz", hash = "sha256:515bf49b4a48932b79b024590348da22f39c4942dff991ad1fb8b8baea1be707"},
 ]
 
 [package.source]
@@ -2578,20 +2804,17 @@ reference = "PyPI-public"
 
 [[package]]
 name = "isodate"
-version = "0.6.1"
+version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = true
-python-versions = "*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"azurite\""
 files = [
-    {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
-    {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
+    {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
+    {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
 ]
 
-[package.dependencies]
-six = "*"
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -2599,23 +2822,81 @@ reference = "PyPI-public"
 
 [[package]]
 name = "jaraco-classes"
-version = "3.3.1"
+version = "3.4.0"
 description = "Utility functions for Python class constructs"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
-    {file = "jaraco.classes-3.3.1-py3-none-any.whl", hash = "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206"},
-    {file = "jaraco.classes-3.3.1.tar.gz", hash = "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"},
+    {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"},
+    {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"},
 ]
 
 [package.dependencies]
 more-itertools = "*"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "jaraco-context"
+version = "6.0.2"
+description = "Useful decorators and context managers"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
+files = [
+    {file = "jaraco_context-6.0.2-py3-none-any.whl", hash = "sha256:55fc21af4b4f9ca94aa643b6ee7fe13b1e4c01abf3aeb98ca4ad9c80b741c786"},
+    {file = "jaraco_context-6.0.2.tar.gz", hash = "sha256:953ae8dddb57b1d791bf72ea1009b32088840a7dd19b9ba16443f62be919ee57"},
+]
+
+[package.dependencies]
+"backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=3.4)"]
+test = ["jaraco.test (>=5.6.0)", "portend", "pytest (>=6,!=8.1.*)"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "jaraco-functools"
+version = "4.4.0"
+description = "Functools like those found in stdlib"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
+files = [
+    {file = "jaraco_functools-4.4.0-py3-none-any.whl", hash = "sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176"},
+    {file = "jaraco_functools-4.4.0.tar.gz", hash = "sha256:da21933b0417b89515562656547a77b4931f98176eb173644c0d35032a33d6bb"},
+]
+
+[package.dependencies]
+more_itertools = "*"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=3.4)"]
+test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
 
 [package.source]
 type = "legacy"
@@ -2624,20 +2905,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "jeepney"
-version = "0.8.0"
+version = "0.9.0"
 description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"linux\""
 files = [
-    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
-    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+    {file = "jeepney-0.9.0-py3-none-any.whl", hash = "sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683"},
+    {file = "jeepney-0.9.0.tar.gz", hash = "sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732"},
 ]
 
 [package.extras]
-test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator ; python_version == \"3.6\"", "trio"]
+test = ["async-timeout ; python_version < \"3.11\"", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["trio"]
 
 [package.source]
 type = "legacy"
@@ -2646,14 +2927,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
 ]
 
 [package.dependencies]
@@ -2687,15 +2968,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "jsonschema"
-version = "4.24.0"
+version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
-    {file = "jsonschema-4.24.0-py3-none-any.whl", hash = "sha256:a462455f19f5faf404a7902952b6f0e3ce868f3ee09a359b05eca6673bd8412d"},
-    {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
+    {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
+    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
 ]
 
 [package.dependencies]
@@ -2706,7 +2987,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [package.source]
 type = "legacy"
@@ -2715,15 +2996,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2025.4.1"
+version = "2025.9.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
-    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
-    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+    {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
+    {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
 ]
 
 [package.dependencies]
@@ -2741,7 +3022,7 @@ description = "Implementation of JOSE Web standards"
 optional = true
 python-versions = ">= 3.8"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"keycloak\""
+markers = "python_version < \"4.0\" and extra == \"keycloak\""
 files = [
     {file = "jwcrypto-1.5.6-py3-none-any.whl", hash = "sha256:150d2b0ebbdb8f40b77f543fb44ffd2baeff48788be71f67f03566692fd55789"},
     {file = "jwcrypto-1.5.6.tar.gz", hash = "sha256:771a87762a0c081ae6166958a954f80848820b2ab066937dc8b8379d65b1b039"},
@@ -2758,14 +3039,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "kafka-python-ng"
-version = "2.2.0"
+version = "2.2.3"
 description = "Pure Python client for Apache Kafka"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "kafka-python-ng-2.2.0.tar.gz", hash = "sha256:31d7082fd0ea78702a1eb3c20b5cbb3663d599d916d64a2a517a55ef7c9ebe58"},
-    {file = "kafka_python_ng-2.2.0-py2.py3-none-any.whl", hash = "sha256:8f7f1f18ee0d09d905530e8990cf27b0cda0c05faf8098d74284c1069c5e6097"},
+    {file = "kafka_python_ng-2.2.3-py2.py3-none-any.whl", hash = "sha256:adc6e82147c441ca4ae1f22e291fc08efab0d10971cbd4aa1481d2ffa38e9480"},
+    {file = "kafka_python_ng-2.2.3.tar.gz", hash = "sha256:f79f28e10ade9b5a9860b2ec15b7cc8dc510d5702f5a399430478cff5f93a05a"},
 ]
 
 [package.extras]
@@ -2782,28 +3063,34 @@ reference = "PyPI-public"
 
 [[package]]
 name = "keyring"
-version = "24.3.1"
+version = "25.7.0"
 description = "Store and access your passwords safely."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
-    {file = "keyring-24.3.1-py3-none-any.whl", hash = "sha256:df38a4d7419a6a60fea5cef1e45a948a3e8430dd12ad88b0f423c5c143906218"},
-    {file = "keyring-24.3.1.tar.gz", hash = "sha256:c3327b6ffafc0e8befbdb597cacdb4928ffe5c1212f7645f186e6d9957a898db"},
+    {file = "keyring-25.7.0-py3-none-any.whl", hash = "sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f"},
+    {file = "keyring-25.7.0.tar.gz", hash = "sha256:fe01bd85eb3f8fb3dd0405defdeac9a5b4f6f0439edbb3149577f244a2e8245b"},
 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+importlib_metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
 "jaraco.classes" = "*"
+"jaraco.context" = "*"
+"jaraco.functools" = "*"
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 pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 completion = ["shtab (>=1.1.0)"]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy ; platform_python_implementation != \"PyPy\"", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=3.4)"]
+test = ["pyfakefs", "pytest (>=6,!=8.1.*)"]
+type = ["pygobject-stubs", "pytest-mypy (>=1.0.1)", "shtab", "types-pywin32"]
 
 [package.source]
 type = "legacy"
@@ -2812,19 +3099,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "kubernetes"
-version = "29.0.0"
+version = "33.1.0"
 description = "Kubernetes python client"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"k3s\""
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 ]
 
 [package.dependencies]
 certifi = ">=14.05.14"
+durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
 python-dateutil = ">=2.5.3"
@@ -2843,16 +3131,186 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
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 [[package]]
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 [package.extras]
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 [[package]]
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 [package.extras]
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 install-types = ["pip"]
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 [[package]]
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+    {file = "numpy-2.4.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:57c540ed8fb1f05cb997c6761cd56db72395b0d6985e90571ff660452ade4f98"},
+    {file = "numpy-2.4.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a39fb973a726e63223287adc6dafe444ce75af952d711e400f3bf2b36ef55a7b"},
+    {file = "numpy-2.4.0.tar.gz", hash = "sha256:6e504f7b16118198f138ef31ba24d985b124c2c469fe8467007cf30fd992f934"},
 ]
 
 [package.source]
@@ -3654,15 +4086,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "oauthlib"
-version = "3.2.2"
+version = "3.3.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"k3s\""
 files = [
-    {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
-    {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
+    {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
+    {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
 ]
 
 [package.extras]
@@ -3677,23 +4109,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "openfga-sdk"
-version = "0.9.5"
+version = "0.9.9"
 description = "A high performance and flexible authorization/permission engine built for developers and inspired by Google Zanzibar."
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
+markers = "extra == \"openfga\""
 files = [
-    {file = "openfga_sdk-0.9.5-py3-none-any.whl", hash = "sha256:0a8e338a0c80b72e283edc6423e1869ee4884868fe41616b0e943c8aa74b0495"},
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+    {file = "openfga_sdk-0.9.9-py3-none-any.whl", hash = "sha256:91ef8973ca1159278cc47b6f6a6d409ef0504ced95e7b28b6252d25e4ab18830"},
+    {file = "openfga_sdk-0.9.9.tar.gz", hash = "sha256:4d0b8bf3f7525b268c5d3cde6e1c62688fbb455216736df6ec51abbe24119114"},
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 [package.dependencies]
-aiohttp = ">=3.9.3,<4"
-build = ">=1.2.1,<2"
-opentelemetry-api = ">=1.25.0,<2"
-python-dateutil = ">=2.9.0,<3"
-setuptools = ">=69.1.1"
+aiohttp = ">=3.9.3"
+opentelemetry-api = ">=1.25.0"
+python-dateutil = ">=2.9.0"
 urllib3 = ">=1.26.19,<3"
 
 [package.source]
@@ -3701,31 +4131,53 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
+[[package]]
+name = "opensearch-protobufs"
+version = "0.19.0"
+description = ""
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version < \"4.0\" and extra == \"opensearch\""
+files = [
+    {file = "opensearch_protobufs-0.19.0-py3-none-any.whl", hash = "sha256:5137c9c2323cc7debb694754b820ca4cfb5fc8eb180c41ff125698c3ee11bfc2"},
+]
+
+[package.dependencies]
+grpcio = ">=1.68.1"
+protobuf = ">=3.20.3"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
 [[package]]
 name = "opensearch-py"
-version = "2.4.2"
+version = "3.1.0"
 description = "Python client for OpenSearch"
 optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
+python-versions = ">=3.10, <4"
 groups = ["main"]
 markers = "python_version < \"4.0\" and extra == \"opensearch\""
 files = [
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+    {file = "opensearch_py-3.1.0.tar.gz", hash = "sha256:883573af13175ff102b61c80b77934a9e937bdcc40cda2b92051ad53336bc055"},
 ]
 
 [package.dependencies]
-certifi = ">=2022.12.07"
+certifi = ">=2024.07.04"
+Events = "*"
+opensearch-protobufs = "0.19.0"
 python-dateutil = "*"
-requests = ">=2.4.0,<3.0.0"
-six = "*"
-urllib3 = ">=1.26.18"
+requests = ">=2.32.0,<3.0.0"
+urllib3 = {version = ">=1.26.19,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-async = ["aiohttp (>=3,<4)"]
-develop = ["black", "botocore", "coverage (<8.0.0)", "jinja2", "mock", "myst-parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
-docs = ["aiohttp (>=3,<4)", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
-kerberos = ["requests-kerberos"]
+async = ["aiohttp (>=3.12.14,<4)"]
+develop = ["black (>=24.3.0)", "botocore", "coverage (<8.0.0)", "jinja2", "myst_parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+docs = ["aiohttp (>=3.12.14,<4)", "myst_parser", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+kerberos = ["requests_kerberos"]
 
 [package.source]
 type = "legacy"
@@ -3734,20 +4186,41 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.27.0"
+version = "1.39.1"
 description = "OpenTelemetry Python API"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"chroma\" or extra == \"openfga\""
+files = [
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+    {file = "opentelemetry_api-1.39.1.tar.gz", hash = "sha256:fbde8c80e1b937a2c61f20347e91c0c18a1940cecf012d62e65a7caf08967c9c"},
+]
+
+[package.dependencies]
+importlib-metadata = ">=6.0,<8.8.0"
+typing-extensions = ">=4.5.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "PyPI-public"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.39.1"
+description = "OpenTelemetry Protobuf encoding"
+optional = true
+python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"google\" or extra == \"chroma\" or python_version >= \"3.10\" and (extra == \"google\" or extra == \"chroma\" or extra == \"openfga\")"
+markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_exporter_otlp_proto_common-1.39.1-py3-none-any.whl", hash = "sha256:08f8a5862d64cc3435105686d0216c1365dc5701f86844a8cd56597d0c764fde"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.39.1.tar.gz", hash = "sha256:763370d4737a59741c89a67b50f9e39271639ee4afc999dadfe768541c027464"},
 ]
 
 [package.dependencies]
-deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<=8.4.0"
+opentelemetry-proto = "1.39.1"
 
 [package.source]
 type = "legacy"
@@ -3756,27 +4229,31 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.11.1"
+version = "1.39.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.39.1-py3-none-any.whl", hash = "sha256:fa1c136a05c7e9b4c09f739469cbdb927ea20b34088ab1d959a849b5cc589c18"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.39.1.tar.gz", hash = "sha256:772eb1c9287485d625e4dbe9c879898e5253fea111d9181140f51291b5fec3ad"},
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 [package.dependencies]
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-googleapis-common-protos = ">=1.52,<2.0"
-grpcio = ">=1.0.0,<2.0.0"
-opentelemetry-api = ">=1.3,<2.0"
-opentelemetry-proto = "1.11.1"
-opentelemetry-sdk = ">=1.11,<2.0"
+googleapis-common-protos = ">=1.57,<2.0"
+grpcio = [
+    {version = ">=1.63.2,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""},
+]
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.39.1"
+opentelemetry-proto = "1.39.1"
+opentelemetry-sdk = ">=1.39.1,<1.40.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
-test = ["pytest-grpc"]
+gcp-auth = ["opentelemetry-exporter-credential-provider-gcp (>=0.59b0)"]
 
 [package.source]
 type = "legacy"
@@ -3785,19 +4262,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.11.1"
+version = "1.39.1"
 description = "OpenTelemetry Python Proto"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_proto-1.39.1-py3-none-any.whl", hash = "sha256:22cdc78efd3b3765d09e68bfbd010d4fc254c9818afd0b6b423387d9dee46007"},
+    {file = "opentelemetry_proto-1.39.1.tar.gz", hash = "sha256:6c8e05144fc0d3ed4d22c2289c6b126e03bcd0e6a7da0f16cedd2e1c2772e2c8"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.13.0"
+protobuf = ">=5.0,<7.0"
 
 [package.source]
 type = "legacy"
@@ -3806,21 +4283,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.27.0"
+version = "1.39.1"
 description = "OpenTelemetry Python SDK"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"google\" or extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_sdk-1.39.1.tar.gz", hash = "sha256:cf4d4563caf7bff906c9f7967e2be22d0d6b349b908be0d90fb21c8e9c995cc6"},
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 [package.dependencies]
-opentelemetry-api = "1.27.0"
-opentelemetry-semantic-conventions = "0.48b0"
-typing-extensions = ">=3.7.4"
+opentelemetry-api = "1.39.1"
+opentelemetry-semantic-conventions = "0.60b1"
+typing-extensions = ">=4.5.0"
 
 [package.source]
 type = "legacy"
@@ -3829,20 +4306,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.48b0"
+version = "0.60b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"google\" or extra == \"chroma\""
 files = [
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+    {file = "opentelemetry_semantic_conventions-0.60b1-py3-none-any.whl", hash = "sha256:9fa8c8b0c110da289809292b0591220d3a7b53c1526a23021e977d68597893fb"},
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 ]
 
 [package.dependencies]
-deprecated = ">=1.2.6"
-opentelemetry-api = "1.27.0"
+opentelemetry-api = "1.39.1"
+typing-extensions = ">=4.5.0"
 
 [package.source]
 type = "legacy"
@@ -3909,97 +4386,101 @@ reference = "PyPI-public"
 
 [[package]]
 name = "orjson"
-version = "3.11.3"
+version = "3.11.5"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
-optional = true
+optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"chroma\""
+groups = ["main", "dev"]
 files = [
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 [package.source]
 type = "legacy"
@@ -4047,16 +4528,16 @@ reference = "PyPI-public"
 
 [[package]]
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+version = "25.0"
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-python-versions = ">=3.7"
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+
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 type = "legacy"
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 [[package]]
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-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+docs = ["furo (>=2025.9.25)", "proselint (>=0.14)", "sphinx (>=8.2.3)", "sphinx-autodoc-typehints (>=3.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.4.2)", "pytest-cov (>=7)", "pytest-mock (>=3.15.1)"]
+type = ["mypy (>=1.18.2)"]
 
 [package.source]
 type = "legacy"
@@ -4303,24 +4801,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "portalocker"
-version = "2.8.2"
+version = "3.2.0"
 description = "Wraps the portalocker recipe for easy usage"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"qdrant\""
 files = [
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+    {file = "portalocker-3.2.0-py3-none-any.whl", hash = "sha256:3cdc5f565312224bc570c49337bd21428bba0ef363bbcf58b9ef4a9f11779968"},
+    {file = "portalocker-3.2.0.tar.gz", hash = "sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac"},
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 [package.dependencies]
 pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-docs = ["sphinx (>=1.7.1)"]
+docs = ["portalocker[tests]"]
 redis = ["redis"]
-tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
+tests = ["coverage-conditional-plugin (>=0.9.0)", "portalocker[redis]", "pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-rerunfailures (>=15.0)", "pytest-timeout (>=2.1.0)", "sphinx (>=6.0.0)", "types-pywin32 (>=310.0.0.20250429)", "types-redis"]
 
 [package.source]
 type = "legacy"
@@ -4329,28 +4827,28 @@ reference = "PyPI-public"
 
 [[package]]
 name = "posthog"
-version = "3.5.0"
+version = "5.4.0"
 description = "Integrate PostHog into any python application."
 optional = true
-python-versions = "*"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"chroma\""
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 [package.dependencies]
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-monotonic = ">=1.5"
-python-dateutil = ">2.1"
+distro = ">=1.5.0"
+python-dateutil = ">=2.2"
 requests = ">=2.7,<3.0"
 six = ">=1.5"
 
 [package.extras]
-dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
-sentry = ["django", "sentry-sdk"]
-test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+dev = ["django-stubs", "lxml", "mypy", "mypy-baseline", "packaging", "pre-commit", "pydantic", "ruff", "setuptools", "tomli", "tomli_w", "twine", "types-mock", "types-python-dateutil", "types-requests", "types-setuptools", "types-six", "wheel"]
+langchain = ["langchain (>=0.2.0)"]
+test = ["anthropic", "coverage", "django", "freezegun (==1.5.1)", "google-genai", "langchain-anthropic (>=0.3.15)", "langchain-community (>=0.3.25)", "langchain-core (>=0.3.65)", "langchain-openai (>=0.3.22)", "langgraph (>=0.4.8)", "mock (>=2.0.0)", "openai", "parameterized (>=0.8.1)", "pydantic", "pytest", "pytest-asyncio", "pytest-timeout"]
 
 [package.source]
 type = "legacy"
@@ -4359,14 +4857,14 @@ reference = "PyPI-public"
 
 [[package]]
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-version = "3.6.2"
+version = "4.5.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
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 [package.dependencies]
@@ -4383,94 +4881,134 @@ reference = "PyPI-public"
 
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 [[package]]
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@@ -4657,19 +5196,250 @@ reference = "PyPI-public"
 
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 [package.dependencies]
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+
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+
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@@ -4744,14 +5523,14 @@ reference = "PyPI-public"
 
 [[package]]
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+version = "2.12.5"
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 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
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@@ -4955,28 +5733,28 @@ reference = "PyPI-public"
 
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 zstd = ["zstandard"]
 
 [package.source]
@@ -5096,62 +5864,62 @@ reference = "PyPI-public"
 
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-cffi = ">=1.4.1"
+cffi = {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.9\""}
 
 [package.extras]
-docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"]
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-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "pyproject-hooks"
-version = "1.2.0"
-description = "Wrappers to call pyproject.toml-based build backend hooks."
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"openfga\""
-files = [
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 [package.source]
 type = "legacy"
@@ -5255,21 +6020,21 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytest"
-version = "8.4.2"
+version = "9.0.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
-iniconfig = ">=1"
-packaging = ">=20"
+iniconfig = ">=1.0.1"
+packaging = ">=22"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
@@ -5284,21 +6049,23 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.5"
+version = "1.3.0"
 description = "Pytest support for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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+    {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"},
+    {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"},
 ]
 
 [package.dependencies]
-pytest = ">=7.0.0,<9"
+backports-asyncio-runner = {version = ">=1.1,<2", markers = "python_version < \"3.11\""}
+pytest = ">=8.2,<10"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [package.source]
@@ -5308,22 +6075,23 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytest-cov"
-version = "4.1.0"
+version = "7.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
-coverage = {version = ">=5.2.1", extras = ["toml"]}
-pytest = ">=4.6"
+coverage = {version = ">=7.10.6", extras = ["toml"]}
+pluggy = ">=1.2"
+pytest = ">=7"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["process-tests", "pytest-xdist", "virtualenv"]
 
 [package.source]
 type = "legacy"
@@ -5332,14 +6100,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+version = "3.15.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -5355,28 +6123,28 @@ reference = "PyPI-public"
 
 [[package]]
 name = "python-arango"
-version = "7.9.1"
+version = "8.2.5"
 description = "Python Driver for ArangoDB"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"arangodb\""
 files = [
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+    {file = "python_arango-8.2.5-py3-none-any.whl", hash = "sha256:70d47bb0f9f695004f72ffdf8e64280b3f84e5602addbb423bc2b97fc8c3d9ca"},
+    {file = "python_arango-8.2.5.tar.gz", hash = "sha256:7f1957c9913133d719063d06e7d6d41650604358d167aae5bcd83ad6f847509d"},
 ]
 
 [package.dependencies]
-importlib-metadata = ">=4.7.1"
+importlib_metadata = ">=4.7.1"
 packaging = ">=23.1"
 PyJWT = "*"
 requests = "*"
-requests-toolbelt = "*"
+requests_toolbelt = "*"
 setuptools = ">=42"
 urllib3 = ">=1.26.0"
 
 [package.extras]
-dev = ["black (>=22.3.0)", "flake8 (>=4.0.1)", "isort (>=5.10.1)", "mock", "mypy (>=0.942)", "pre-commit (>=2.17.0)", "pytest (>=7.1.1)", "pytest-cov (>=3.0.0)", "sphinx", "sphinx-rtd-theme", "types-pkg-resources", "types-requests", "types-setuptools"]
+dev = ["allure-pytest (>=2.15)", "black (>=22.3.0)", "flake8 (>=4.0.1)", "isort (>=5.10.1)", "mock", "mypy (>=0.942)", "pre-commit (>=2.17.0)", "pytest (>=7.1.1)", "pytest-cov (>=3.0.0)", "sphinx", "sphinx_rtd_theme", "types-requests", "types-setuptools"]
 
 [package.source]
 type = "legacy"
@@ -5405,14 +6173,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "python-dotenv"
-version = "1.0.1"
+version = "1.2.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 [package.extras]
@@ -5423,83 +6191,28 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
-[[package]]
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-description = "JOSE implementation in Python"
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"keycloak\""
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-
-[package.dependencies]
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-pyasn1 = ">=0.5.0"
-rsa = ">=4.0,<4.1.1 || >4.1.1,<4.4 || >4.4,<5.0"
-
-[package.extras]
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-pycrypto = ["pycrypto (>=2.6.0,<2.7.0)"]
-pycryptodome = ["pycryptodome (>=3.3.1,<4.0.0)"]
-test = ["pytest", "pytest-cov"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
 [[package]]
 name = "python-keycloak"
-version = "1.8.0"
-description = "python-keycloak is a Python package providing access to the Keycloak API."
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"keycloak\""
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-[package.dependencies]
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-urllib3 = ">=1.26.0"
-
-[package.extras]
-docs = ["alabaster", "commonmark", "m2r2", "mock", "readthedocs-sphinx-ext", "recommonmark", "sphinx", "sphinx-autoapi", "sphinx-rtd-theme"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "python-keycloak"
-version = "3.9.1"
+version = "6.0.0"
 description = "python-keycloak is a Python package providing access to the Keycloak API."
 optional = true
-python-versions = ">=3.8,<4.0"
+python-versions = ">=3.9,<4.0"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"keycloak\""
+markers = "python_version < \"4.0\" and extra == \"keycloak\""
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 ]
 
 [package.dependencies]
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+async-property = ">=0.2.2"
 deprecation = ">=2.1.0"
-jwcrypto = ">=1.5.4,<2.0.0"
+httpx = ">=0.23.2"
+jwcrypto = ">=1.5.4"
 requests = ">=2.20.0"
 requests-toolbelt = ">=0.6.0"
 
-[package.extras]
-docs = ["Sphinx (>=6.1.0,<7.0.0)", "alabaster (>=0.7.12,<0.8.0)", "commonmark (>=0.9.1,<0.10.0)", "m2r2 (>=0.3.2,<0.4.0)", "mock (>=4.0.3,<5.0.0)", "readthedocs-sphinx-ext (>=2.1.9,<3.0.0)", "recommonmark (>=0.7.1,<0.8.0)", "sphinx-autoapi (>=3.0.0,<4.0.0)", "sphinx-rtd-theme (>=1.0.0,<2.0.0)"]
-
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
@@ -5507,14 +6220,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old", "dev"]
 files = [
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+    {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
 ]
 markers = {clickhouse-driver-new = "python_version < \"4\"", clickhouse-driver-old = "python_version < \"4\""}
 
@@ -5525,27 +6238,33 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pywin32"
-version = "306"
+version = "311"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"qdrant\" and platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
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 [package.source]
@@ -5555,15 +6274,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "pywin32-ctypes"
-version = "0.2.2"
+version = "0.2.3"
 description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"win32\""
 files = [
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 ]
 
 [package.source]
@@ -5662,31 +6381,35 @@ reference = "PyPI-public"
 
 [[package]]
 name = "qdrant-client"
-version = "1.8.2"
+version = "1.16.2"
 description = "Client library for the Qdrant vector search engine"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"qdrant\""
 files = [
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 [package.dependencies]
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 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = [
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-    {version = ">=1.26", markers = "python_version >= \"3.12\""},
-]
-portalocker = ">=2.7.0,<3.0.0"
-pydantic = ">=1.10.8"
+    {version = ">=1.21,<2.3.0", markers = "python_version == \"3.10\""},
+    {version = ">=2.3.0", markers = "python_version >= \"3.14\""},
+    {version = ">=2.1.0", markers = "python_version == \"3.13\""},
+    {version = ">=1.21", markers = "python_version == \"3.11\""},
+    {version = ">=1.26", markers = "python_version == \"3.12\""},
+]
+portalocker = ">=2.7.0,<4.0"
+protobuf = ">=3.20.0"
+pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.2.5) ; python_version < \"3.13\""]
+fastembed = ["fastembed (>=0.7,<0.8)"]
+fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
 
 [package.source]
 type = "legacy"
@@ -5695,15 +6418,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "reactivex"
-version = "4.0.4"
+version = "4.1.0"
 description = "ReactiveX (Rx) for Python"
 optional = true
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.8,<4.0"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"influxdb\""
+markers = "python_version <= \"3.13\" and extra == \"influxdb\""
 files = [
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 ]
 
 [package.dependencies]
@@ -5716,18 +6439,18 @@ reference = "PyPI-public"
 
 [[package]]
 name = "readme-renderer"
-version = "43.0"
+version = "44.0"
 description = "readme_renderer is a library for rendering readme descriptions for Warehouse"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [package.dependencies]
-docutils = ">=0.13.1"
+docutils = ">=0.21.2"
 nh3 = ">=0.2.14"
 Pygments = ">=2.5.1"
 
@@ -5741,23 +6464,25 @@ reference = "PyPI-public"
 
 [[package]]
 name = "redis"
-version = "5.0.3"
+version = "7.1.0"
 description = "Python client for Redis database and key-value store"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"generic\" or extra == \"redis\""
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 [package.dependencies]
 async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
 
 [package.extras]
-hiredis = ["hiredis (>=1.0.0)"]
-ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+circuit-breaker = ["pybreaker (>=1.4.0)"]
+hiredis = ["hiredis (>=3.2.0)"]
+jwt = ["pyjwt (>=2.9.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (>=20.0.1)", "requests (>=2.31.0)"]
 
 [package.source]
 type = "legacy"
@@ -5766,15 +6491,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "referencing"
-version = "0.36.2"
+version = "0.37.0"
 description = "JSON Referencing + Python"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"chroma\""
 files = [
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 [package.dependencies]
@@ -5789,19 +6514,19 @@ reference = "PyPI-public"
 
 [[package]]
 name = "requests"
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+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -5850,7 +6575,7 @@ files = [
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+markers = {main = "(python_version < \"4.0\" or extra == \"arangodb\") and (extra == \"keycloak\" or extra == \"arangodb\")"}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
@@ -5882,14 +6607,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "rich"
-version = "13.7.1"
+version = "14.2.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 groups = ["dev"]
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 ]
 
 [package.dependencies]
@@ -5905,131 +6630,16 @@ url = "https://pypi.org/simple"
 reference = "PyPI-public"
 
 [[package]]
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-description = "Python bindings to Rust's persistent data structures (rpds)"
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@@ -6039,128 +6649,127 @@ reference = "PyPI-public"
 
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@@ -6175,7 +6784,7 @@ description = "Pure-Python RSA implementation"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "python_version >= \"3.13\" and (extra == \"google\" or extra == \"k3s\" or extra == \"keycloak\")"
+markers = "python_version >= \"3.14\" and (extra == \"google\" or extra == \"k3s\")"
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 ]
@@ -6190,15 +6799,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "rsa"
-version = "4.9"
+version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
 groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"google\" or extra == \"k3s\")"
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 ]
 
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 description = "An extremely fast Python linter and code formatter, written in Rust."
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 python-versions = ">=3.7"
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 ]
 
 [package.source]
@@ -6249,7 +6859,7 @@ description = "Reactive Extensions (Rx) for Python"
 optional = true
 python-versions = ">=3.6.0"
 groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"influxdb\""
+markers = "python_version >= \"3.14\" and extra == \"influxdb\""
 files = [
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@@ -6262,22 +6872,22 @@ reference = "PyPI-public"
 
 [[package]]
 name = "s3transfer"
-version = "0.10.0"
+version = "0.16.0"
 description = "An Amazon S3 Transfer Manager"
 optional = true
-python-versions = ">= 3.8"
+python-versions = ">= 3.9"
 groups = ["main"]
 markers = "extra == \"aws\" or extra == \"localstack\""
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.33.2,<2.0a.0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [package.source]
 type = "legacy"
@@ -6286,14 +6896,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "scramp"
-version = "1.4.4"
+version = "1.4.6"
 description = "An implementation of the SCRAM protocol."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "scramp-1.4.4.tar.gz", hash = "sha256:b7022a140040f33cf863ab2657917ed05287a807b917950489b89b9f685d59bc"},
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+    {file = "scramp-1.4.6.tar.gz", hash = "sha256:fe055ebbebf4397b9cb323fcc4b299f219cd1b03fd673ca40c97db04ac7d107e"},
 ]
 
 [package.dependencies]
@@ -6306,15 +6916,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "secretstorage"
-version = "3.3.3"
+version = "3.5.0"
 description = "Python bindings to FreeDesktop.org Secret Service API"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.10"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and sys_platform == \"linux\""
 files = [
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+    {file = "secretstorage-3.5.0-py3-none-any.whl", hash = "sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137"},
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 ]
 
 [package.dependencies]
@@ -6328,23 +6938,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "selenium"
-version = "4.18.1"
-description = ""
+version = "4.39.0"
+description = "Official Python bindings for Selenium WebDriver"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"selenium\""
 files = [
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+    {file = "selenium-4.39.0.tar.gz", hash = "sha256:12f3325f02d43b6c24030fc9602b34a3c6865abbb1db9406641d13d108aa1889"},
 ]
 
 [package.dependencies]
-certifi = ">=2021.10.8"
-trio = ">=0.17,<1.0"
-trio-websocket = ">=0.9,<1.0"
-typing_extensions = ">=4.9.0"
-urllib3 = {version = ">=1.26,<3", extras = ["socks"]}
+certifi = ">=2025.10.5"
+trio = ">=0.31.0,<1.0"
+trio-websocket = ">=0.12.2,<1.0"
+typing_extensions = ">=4.15.0,<5.0"
+urllib3 = {version = ">=2.5.0,<3.0", extras = ["socks"]}
+websocket-client = ">=1.8.0,<2.0"
 
 [package.source]
 type = "legacy"
@@ -6353,20 +6964,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
 
 [package.extras]
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
+core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
 [package.source]
 type = "legacy"
@@ -6375,14 +6990,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 groups = ["main", "dev"]
 files = [
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+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [package.source]
@@ -6394,9 +7009,10 @@ reference = "PyPI-public"
 name = "sniffio"
 version = "1.3.1"
 description = "Sniff out which async library your code is running under"
-optional = false
+optional = true
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main"]
+markers = "extra == \"selenium\""
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
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@@ -6409,14 +7025,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "snowballstemmer"
-version = "2.2.0"
-description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+version = "3.0.1"
+description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*, !=3.1.*, !=3.2.*"
 groups = ["dev"]
 files = [
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-    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
+    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
 ]
 
 [package.source]
@@ -6444,39 +7060,114 @@ reference = "PyPI-public"
 
 [[package]]
 name = "sphinx"
-version = "7.2.6"
+version = "8.1.3"
 description = "Python documentation generator"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
+markers = "python_version == \"3.10\""
 files = [
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-    {file = "sphinx-7.2.6.tar.gz", hash = "sha256:9a5160e1ea90688d5963ba09a2dcd8bdd526620edbb65c328728f1b2228d5ab5"},
+    {file = "sphinx-8.1.3-py3-none-any.whl", hash = "sha256:09719015511837b76bf6e03e42eb7595ac8c2e41eeb9c29c5b755c6b677992a2"},
+    {file = "sphinx-8.1.3.tar.gz", hash = "sha256:43c1911eecb0d3e161ad78611bc905d1ad0e523e4ddc202a58a821773dc4c927"},
 ]
 
 [package.dependencies]
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-babel = ">=2.9"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.18.1,<0.21"
+alabaster = ">=0.7.14"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.0"
-packaging = ">=21.0"
-Pygments = ">=2.14"
-requests = ">=2.25.0"
-snowballstemmer = ">=2.0"
-sphinxcontrib-applehelp = "*"
-sphinxcontrib-devhelp = "*"
-sphinxcontrib-htmlhelp = ">=2.0.0"
-sphinxcontrib-jsmath = "*"
-sphinxcontrib-qthelp = "*"
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+snowballstemmer = ">=2.2"
+sphinxcontrib-applehelp = ">=1.0.7"
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 mysql-connector = ["mysql-connector-python"]
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 type = "legacy"
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 ]
-markers = {main = "python_version == \"3.10\" and extra == \"openfga\"", dev = "python_version <= \"3.10\""}
 
 [package.source]
 type = "legacy"
@@ -6767,30 +7502,33 @@ reference = "PyPI-public"
 
 [[package]]
 name = "trino"
-version = "0.329.0"
+version = "0.336.0"
 description = "Client for the Trino distributed SQL Engine"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"trino\""
 files = [
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 ]
 
 [package.dependencies]
+lz4 = "*"
+orjson = {version = ">=3.11.0", markers = "platform_python_implementation != \"PyPy\""}
 python-dateutil = "*"
 pytz = "*"
-requests = ">=2.31.0"
+requests = ">=2.32.4"
 tzlocal = "*"
+zstandard = "*"
 
 [package.extras]
-all = ["requests-kerberos", "sqlalchemy (>=1.3)"]
+all = ["requests_kerberos", "sqlalchemy (>=1.3)"]
 external-authentication-token-cache = ["keyring"]
-gssapi = ["requests-gssapi"]
-kerberos = ["requests-kerberos"]
+gssapi = ["krb5 (==0.5.1)", "requests_gssapi"]
+kerberos = ["requests_kerberos"]
 sqlalchemy = ["sqlalchemy (>=1.3)"]
-tests = ["black", "httpretty (<1.1)", "isort", "pre-commit", "pytest", "pytest-runner", "requests-gssapi", "requests-kerberos", "sqlalchemy (>=1.3)"]
+tests = ["black", "boto3", "httpretty (<1.1)", "isort", "keyring", "krb5 (==0.5.1)", "pre-commit", "pytest", "pytest-runner", "requests_gssapi", "requests_kerberos", "sqlalchemy (>=1.3)", "testcontainers"]
 
 [package.source]
 type = "legacy"
@@ -6799,15 +7537,15 @@ reference = "PyPI-public"
 
 [[package]]
 name = "trio"
-version = "0.30.0"
+version = "0.32.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"selenium\""
 files = [
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 ]
 
 [package.dependencies]
@@ -6826,19 +7564,20 @@ reference = "PyPI-public"
 
 [[package]]
 name = "trio-websocket"
-version = "0.11.1"
+version = "0.12.2"
 description = "WebSocket library for Trio"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"selenium\""
 files = [
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 ]
 
 [package.dependencies]
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+outcome = ">=1.2.0"
 trio = ">=0.11"
 wsproto = ">=0.14"
 
@@ -6861,7 +7600,6 @@ files = [
 
 [package.dependencies]
 id = "*"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 keyring = {version = ">=21.2.0", markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""}
 packaging = ">=24.0"
 readme-renderer = ">=35.0"
@@ -6881,14 +7619,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "types-paramiko"
-version = "3.4.0.20240423"
+version = "4.0.0.20250822"
 description = "Typing stubs for paramiko"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -6938,14 +7676,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old", "dev"]
 files = [
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-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
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 ]
 markers = {clickhouse-driver-new = "python_version < \"4\" and platform_system == \"Windows\"", clickhouse-driver-old = "python_version < \"4\" and platform_system == \"Windows\""}
 
@@ -6956,14 +7694,14 @@ reference = "PyPI-public"
 
 [[package]]
 name = "tzlocal"
-version = "5.2"
+version = "5.3.1"
 description = "tzinfo object for the local timezone"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "clickhouse-driver-new", "clickhouse-driver-old"]
 files = [
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+    {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"},
+    {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"},
 ]
 markers = {main = "extra == \"trino\"", clickhouse-driver-new = "python_version < \"4\"", clickhouse-driver-old = "python_version < \"4\""}
 
@@ -6982,9 +7720,9 @@ reference = "PyPI-public"
 name = "ujson"
 version = "5.11.0"
 description = "Ultra fast JSON encoder and decoder for Python"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "ujson-5.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:446e8c11c06048611c9d29ef1237065de0af07cabdd97e6b5b527b957692ec25"},
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@@ -7079,51 +7817,24 @@ reference = "PyPI-public"
 
 [[package]]
 name = "urllib3"
-version = "1.26.18"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-groups = ["main", "dev"]
-markers = "python_version < \"3.10\""
-files = [
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-    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
-]
-
-[package.dependencies]
-PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
-
-[package.extras]
-brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "urllib3"
-version = "2.0.7"
+version = "2.6.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
-markers = "python_version >= \"3.10\""
 files = [
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+    {file = "urllib3-2.6.2-py3-none-any.whl", hash = "sha256:ec21cddfe7724fc7cb4ba4bea7aa8e2ef36f607a4bab81aa6ce42a13dc3f03dd"},
+    {file = "urllib3-2.6.2.tar.gz", hash = "sha256:016f9c98bb7e98085cb2b4b17b87d2c702975664e4f060c6532e64d1c1a5e797"},
 ]
 
 [package.dependencies]
 pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [package.source]
 type = "legacy"
@@ -7153,24 +7864,25 @@ reference = "PyPI-public"
 
 [[package]]
 name = "virtualenv"
-version = "20.25.1"
+version = "20.35.4"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [[package]]
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 optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
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 url = "https://pypi.org/simple"
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+    {file = "zstandard-0.25.0.tar.gz", hash = "sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b"},
+]
+
+[package.extras]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [package.source]
 type = "legacy"
@@ -7509,5 +8431,5 @@ weaviate = ["weaviate-client"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9.2"
-content-hash = "9a3a047c18407dec1b8e4add0c59b44b9613f208803e4ca83abfb3c60c1c757f"
+python-versions = ">=3.10"
+content-hash = "b52b8f3b08e45d7d0e41006651ccdf1f88d04db0ec1cc2a25b56438408195fce"
diff --git a/pyproject.toml b/pyproject.toml
index 1a0231c51..728a7fa8c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ packages = [
 "Issue Tracker" = "https://github.com/testcontainers/testcontainers-python/issues"
 
 [tool.poetry.dependencies]
-python = ">=3.9.2"
+python = ">=3.10"
 docker = "*"            # ">=4.0"
 urllib3 = "*"           # "<2.0"
 wrapt = "*"             # "^1.16.0"
@@ -90,50 +90,50 @@ typing-extensions = "*"
 python-dotenv = "*"
 
 # community modules
-python-arango = { version = "^7.8", optional = true }
-azure-storage-blob = { version = "^12.19", optional = true }
-cassandra-driver = { version = "3.29.1", optional = true }
+python-arango = { version = "^8", optional = true }
+azure-storage-blob = { version = "^12", optional = true }
+cassandra-driver = { version = "^3", optional = true }
 #clickhouse-driver = { version = "*", optional = true }
-google-cloud-pubsub = { version = ">=2", optional = true }
-google-cloud-datastore = { version = ">=2", optional = true }
-influxdb = { version = "*", optional = true }
-influxdb-client = { version = "*", optional = true }
+google-cloud-pubsub = { version = "^2", optional = true }
+google-cloud-datastore = { version = "^2", optional = true }
+influxdb = { version = "^5", optional = true }
+influxdb-client = { version = "^1", optional = true }
 kubernetes = { version = "*", optional = true }
 pyyaml = { version = ">=6.0.3", optional = true }
-python-keycloak = { version = "*", optional = true }
-boto3 = { version = "*", optional = true }
-minio = { version = "*", optional = true }
-nats-py = { version = "*", optional = true }
-pymongo = { version = "*", optional = true }
-sqlalchemy = { version = "*", optional = true }
-pymssql = { version = ">=2.3.9", optional = true, markers = "platform_machine != 'arm64' or python_version >= '3.10'" }
-pymysql = { version = "*", extras = ["rsa"], optional = true }
-neo4j = { version = "*", optional = true }
-openfga-sdk = { version = "*", optional = true, markers = "python_version >= '3.10'" }
-opensearch-py = { version = "*", optional = true, markers = "python_version < '4.0'" }
-oracledb = { version = ">=3.4.1", optional = true }
-pika = { version = "*", optional = true }
-redis = { version = "*", optional = true }
-selenium = { version = "*", optional = true }
-weaviate-client = { version = "^4.5.4", optional = true }
-chromadb-client = { version = "^1.0.0", optional = true }
-qdrant-client = { version = "*", optional = true }
-bcrypt = { version = "*", optional = true }
-httpx = { version = "*", optional = true }
-azure-cosmos = { version = "*", optional = true }
+python-keycloak = { version = "^6", optional = true, markers = "python_version < '4.0'" }
+boto3 = { version = "^1", optional = true }
+minio = { version = "^7", optional = true }
+nats-py = { version = "^2", optional = true }
+pymongo = { version = "^4", optional = true }
+sqlalchemy = { version = "^2", optional = true }
+pymssql = { version = "^2", optional = true }
+pymysql = { version = "^1", extras = ["rsa"], optional = true }
+neo4j = { version = "^6", optional = true }
+openfga-sdk = { version = "*", optional = true }
+opensearch-py = { version = "^3", optional = true, markers = "python_version < '4.0'" }
+oracledb = { version = "^3", optional = true }
+pika = { version = "^1", optional = true }
+redis = { version = "^7", optional = true }
+selenium = { version = "^4", optional = true }
+weaviate-client = { version = "^4", optional = true }
+chromadb-client = { version = "^1", optional = true }
+qdrant-client = { version = "^1", optional = true }
+bcrypt = { version = "^5", optional = true }
+azure-cosmos = { version = "^4", optional = true }
 cryptography = { version = "*", optional = true }
 trino = { version = "*", optional = true }
 ibm_db_sa = { version = "*", optional = true, markers = "platform_machine != 'aarch64' and platform_machine != 'arm64'" }
-pydantic = { version = ">=2.12.4", optional = true } # upgrade for 3.14 compat (uses pyo3)
-rpds-py = { version = ">=0.28.0", optional = true, markers = "python_version >= '3.10'" }
-grpcio = { version = ">=1.75.1", optional = true }
-markupsafe = { version = ">=3.0.3", optional = true }
-ujson = { version = ">=5.11.0", optional = true }
-aiohttp = { version = ">=3.13.2", optional = true }
-grpcio-tools = { version = ">=1.76.0", optional = true }
-msgpack = { version = ">=1.1.2", optional = true }
-pandas = { version = ">=2.3.3", optional = true }
-httpcore = { version = ">=1.0.8", optional = true } # we could fix this for everyone but this is httpx's responsibility
+pydantic = { version = "^2", optional = true } # upgrade for 3.14 compat (uses pyo3)
+rpds-py = { version = "*", optional = true }
+grpcio = { version = "^1", optional = true }
+markupsafe = { version = "^3", optional = true }
+ujson = { version = "^5", optional = true }
+aiohttp = { version = "^3", optional = true }
+grpcio-tools = { version = "^1", optional = true }
+msgpack = { version = "^1", optional = true }
+pandas = { version = "^2", optional = true }
+httpx = { version = "*", optional = true }
+httpcore = { version = "^1", optional = true } # we could fix this for everyone but this is httpx's responsibility
 
 [tool.poetry.group.numpy_old.dependencies]
 numpy = { version = ">=2.0", optional = true, markers = "python_version < '3.11'" }
@@ -196,31 +196,32 @@ chroma = ["chromadb-client"]
 trino = ["trino"]
 
 [tool.poetry.group.dev.dependencies]
-mypy = "1.11.2"
-pre-commit = "^3.6"
-pytest = "8.4.2"
-pytest-cov = "4.1.0"
-sphinx = "7.2.6"
+pytest = "^9"
+pytest-asyncio = "^1"
+pytest-cov = "^7"
+pytest-mock = "^3"
+mypy = "^1"
+ruff = "*"
+pre-commit = "^4"
+sphinx = [
+    { version = "^8", markers = "python_version < '3.11'" },
+    { version = "^9", markers = "python_version >= '3.11'" },
+]
 twine = "6.2.0"
-anyio = "4.3.0"
+anyio = "^4"
 # for tests only
+sqlalchemy = "^2"
 psycopg2-binary = "2.9.11"
-pg8000 = "1.30.5"
-sqlalchemy = "2.0.28"
-psycopg = "3.1.18"
-cassandra-driver = "3.29.1"
-pytest-asyncio = "0.23.5"
-kafka-python-ng = "^2.2.0"
-hvac = { version = "2.1.0", markers = "python_version < '4.0'" }
-pymilvus = "2.6.1"
-httpx = "0.28.1"
-cryptography = "45.0.7"
-paho-mqtt = "2.1.0"
-sqlalchemy-cockroachdb = "2.0.2"
-paramiko = "^3.4.0"
-types-paramiko = "^3.4.0.20240423"
-pytest-mock = "^3.14.0"
-ruff = "0.11.5"
+pg8000 = "1.31.5"
+psycopg = "^3"
+cassandra-driver = "^3"
+kafka-python-ng = "^2"
+hvac = { version = "^2", markers = "python_version < '4.0'" }
+pymilvus = "^2"
+paho-mqtt = "^2"
+sqlalchemy-cockroachdb = "^2"
+paramiko = "^4"
+types-paramiko = "^4"
 
 [[tool.poetry.source]]
 name = "PyPI-public"
@@ -322,7 +323,7 @@ keep-runtime-typing = true
 strict = true
 
 [tool.mypy]
-python_version = "3.9"
+python_version = "3.10"
 namespace_packages = true
 explicit_package_bases = true
 pretty = true

From b7791b945134940c3185baa3eab009f06d0338a9 Mon Sep 17 00:00:00 2001
From: Kound <carli.freudenberg@energymeteo.de>
Date: Wed, 7 Jan 2026 02:06:30 +0100
Subject: [PATCH 075/208] fix(cassandra,mysqk,kafka): Use wait strategy instead
 of deprecated wait_for_logs (#945)

Use new wait strategies instead of deprecated wait_for_logs.

Important for project having pytest configured to fail on warnings.


Just adopted the containers I am personally using while keeping as much
of the logic as before.
---
 core/testcontainers/core/waiting_utils.py       |  2 +-
 core/tests/test_socat.py                        |  6 +++---
 doctests/conf.py                                | 17 +++++++++++++++++
 .../testcontainers/cassandra/__init__.py        | 14 ++++----------
 modules/cassandra/tests/test_cassandra.py       | 15 ++++++++++++---
 modules/kafka/testcontainers/kafka/__init__.py  | 13 ++++++++-----
 modules/mysql/testcontainers/mysql/__init__.py  |  8 ++++----
 7 files changed, 49 insertions(+), 26 deletions(-)

diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 203de81c5..056a48192 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -136,7 +136,7 @@ def _poll(self, check: Callable[[], bool], transient_exceptions: Optional[list[t
 
 
 # Keep existing wait_container_is_ready but make it use the new system internally
-def wait_container_is_ready(*transient_exceptions: type[Exception]) -> Callable[[F], F]:
+def wait_container_is_ready(*transient_exceptions: type[Exception]) -> Callable[[F], F]:  # noqa: C901
     """
     Legacy wait decorator that uses the new wait strategy system internally.
     Maintains backwards compatibility with existing code.
diff --git a/core/tests/test_socat.py b/core/tests/test_socat.py
index ded26fa29..19d4fe5ce 100644
--- a/core/tests/test_socat.py
+++ b/core/tests/test_socat.py
@@ -1,5 +1,5 @@
-import httpx
-import pytest
+import requests
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.network import Network
 from testcontainers.socat.socat import SocatContainer
@@ -16,7 +16,7 @@ def test_socat_with_helloworld():
     ):
         socat_url = f"http://{socat.get_container_host_ip()}:{socat.get_exposed_port(8080)}"
 
-        response = httpx.get(f"{socat_url}/ping")
+        response = requests.get(f"{socat_url}/ping")  # noqa: S113
 
         assert response.status_code == 200
         assert response.content == b"PONG"
diff --git a/doctests/conf.py b/doctests/conf.py
index 0822df226..ac0e3fb4c 100644
--- a/doctests/conf.py
+++ b/doctests/conf.py
@@ -3,3 +3,20 @@
     "sphinx.ext.doctest",
 ]
 master_doc = "README"
+
+doctest_global_setup = r"""
+import sys
+from importlib.metadata import version, PackageNotFoundError
+from packaging.version import Version
+
+try:
+    _cassandra_driver_version = Version(version("cassandra-driver"))
+except PackageNotFoundError:
+    _cassandra_driver_version = None
+
+SKIP_CASSANDRA_EXAMPLE = (
+    _cassandra_driver_version is not None
+    and _cassandra_driver_version <= Version("3.29.3")
+    and sys.version_info > (3, 14)
+)
+"""
diff --git a/modules/cassandra/testcontainers/cassandra/__init__.py b/modules/cassandra/testcontainers/cassandra/__init__.py
index 4e6618b7b..f515aff13 100644
--- a/modules/cassandra/testcontainers/cassandra/__init__.py
+++ b/modules/cassandra/testcontainers/cassandra/__init__.py
@@ -11,7 +11,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 
 class CassandraContainer(DockerContainer):
@@ -20,7 +20,8 @@ class CassandraContainer(DockerContainer):
 
     Example:
 
-        .. doctest::
+        .. doctest:: cassandra_container
+            :skipif: SKIP_CASSANDRA_EXAMPLE
 
             >>> from testcontainers.cassandra import CassandraContainer
             >>> from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
@@ -46,14 +47,7 @@ def __init__(self, image: str = "cassandra:latest", **kwargs) -> None:
         self.with_env("MAX_HEAP_SIZE", "1024M")
         self.with_env("CASSANDRA_ENDPOINT_SNITCH", "GossipingPropertyFileSnitch")
         self.with_env("CASSANDRA_DC", self.DEFAULT_LOCAL_DATACENTER)
-
-    def _connect(self):
-        wait_for_logs(self, "Startup complete")
-
-    def start(self) -> "CassandraContainer":
-        super().start()
-        self._connect()
-        return self
+        self.waiting_for(LogMessageWaitStrategy("Startup complete"))
 
     def get_contact_points(self) -> list[tuple[str, int]]:
         return [(self.get_container_host_ip(), int(self.get_exposed_port(self.CQL_PORT)))]
diff --git a/modules/cassandra/tests/test_cassandra.py b/modules/cassandra/tests/test_cassandra.py
index 1aa5858b7..5be9aa81a 100644
--- a/modules/cassandra/tests/test_cassandra.py
+++ b/modules/cassandra/tests/test_cassandra.py
@@ -1,9 +1,18 @@
-from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
-
 from testcontainers.cassandra import CassandraContainer
+import sys
+
+from importlib.metadata import version
+import pytest
+from packaging.version import Version
+
 
+@pytest.mark.skipif(
+    Version(version("cassandra-driver")) <= Version("3.29.3") and sys.version_info > (3, 14),
+    reason="cassandra-driver <= 3.29.3 is incompatible with Python > 3.14",
+)
+def test_docker_run_cassandra() -> None:
+    from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
 
-def test_docker_run_cassandra():
     with CassandraContainer("cassandra:4.1.4") as cassandra:
         cluster = Cluster(
             cassandra.get_contact_points(),
diff --git a/modules/kafka/testcontainers/kafka/__init__.py b/modules/kafka/testcontainers/kafka/__init__.py
index ccd7f5b77..55683f253 100644
--- a/modules/kafka/testcontainers/kafka/__init__.py
+++ b/modules/kafka/testcontainers/kafka/__init__.py
@@ -1,3 +1,4 @@
+import re
 import tarfile
 import time
 from dataclasses import dataclass, field
@@ -10,7 +11,7 @@
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.version import ComparableVersion
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 from testcontainers.kafka._redpanda import RedpandaContainer
 
 __all__ = [
@@ -59,7 +60,7 @@ def __init__(self, image: str = "confluentinc/cp-kafka:7.6.0", port: int = 9093,
         super().__init__(image, **kwargs)
         self.port = port
         self.kraft_enabled = False
-        self.wait_for = r".*\[KafkaServer id=\d+\] started.*"
+        self.wait_for: re.Pattern[str] = re.compile(r".*\[KafkaServer id=\d+\] started.*")
         self.boot_command = ""
         self.cluster_id = "MkU3OEVBNTcwNTJENDM2Qk"
         self.listeners = f"PLAINTEXT://0.0.0.0:{self.port},BROKER://0.0.0.0:9092"
@@ -102,7 +103,7 @@ def configure(self):
             self._configure_zookeeper()
 
     def _configure_kraft(self) -> None:
-        self.wait_for = r".*Kafka Server started.*"
+        self.wait_for = re.compile(r".*Kafka Server started.*")
 
         self.with_env("CLUSTER_ID", self.cluster_id)
         self.with_env("KAFKA_NODE_ID", 1)
@@ -172,14 +173,16 @@ def tc_start(self) -> None:
         )
         self.create_file(data, KafkaContainer.TC_START_SCRIPT)
 
-    def start(self, timeout=30) -> "KafkaContainer":
+    def start(self, timeout: int = 30) -> "KafkaContainer":
         script = KafkaContainer.TC_START_SCRIPT
         command = f'sh -c "while [ ! -f {script} ]; do sleep 0.1; done; sh {script}"'
         self.configure()
         self.with_command(command)
         super().start()
         self.tc_start()
-        wait_for_logs(self, self.wait_for, timeout=timeout)
+        wait_strategy = LogMessageWaitStrategy(self.wait_for)
+        wait_strategy.with_startup_timeout(timeout)
+        wait_strategy.wait_until_ready(self)
         return self
 
     def create_file(self, content: bytes, path: str) -> None:
diff --git a/modules/mysql/testcontainers/mysql/__init__.py b/modules/mysql/testcontainers/mysql/__init__.py
index 4c381ff98..51026d7f9 100644
--- a/modules/mysql/testcontainers/mysql/__init__.py
+++ b/modules/mysql/testcontainers/mysql/__init__.py
@@ -19,7 +19,7 @@
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 
 class MySqlContainer(DbContainer):
@@ -106,10 +106,10 @@ def _configure(self) -> None:
             self.with_env("MYSQL_PASSWORD", self.password)
 
     def _connect(self) -> None:
-        wait_for_logs(
-            self,
-            re.compile(".*: ready for connections.*: ready for connections.*", flags=re.DOTALL | re.MULTILINE).search,
+        wait_strategy = LogMessageWaitStrategy(
+            re.compile(r".*: ready for connections.*: ready for connections.*", flags=re.DOTALL | re.MULTILINE),
         )
+        wait_strategy.wait_until_ready(self)
 
     def get_connection_url(self) -> str:
         return super()._create_connection_url(

From d7953b89208cdfbb1a19692dd9bf95b60ecfe4ac Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 7 Jan 2026 18:34:24 -0500
Subject: [PATCH 076/208] chore(main): release testcontainers 4.14.0 (#921)

:robot: I have created a release *beep* *boop*
---


##
[4.14.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.3...testcontainers-v4.14.0)
(2026-01-07)


### Features

* Add ExecWaitStrategy and migrate Postgres from deprecated decorator
([#935](https://github.com/testcontainers/testcontainers-python/issues/935))
([2d9eee3](https://github.com/testcontainers/testcontainers-python/commit/2d9eee30442ec8adbf4a42fcd308cd6377b41c06))


### Bug Fixes

* add ruff to deps
([#919](https://github.com/testcontainers/testcontainers-python/issues/919))
([5853d32](https://github.com/testcontainers/testcontainers-python/commit/5853d326bb4e9631b7c58355c53ff7fc3ecab92d))
* **cassandra,mysqk,kafka:** Use wait strategy instead of deprecated
wait_for_logs
([#945](https://github.com/testcontainers/testcontainers-python/issues/945))
([b7791b9](https://github.com/testcontainers/testcontainers-python/commit/b7791b945134940c3185baa3eab009f06d0338a9))
* **core:** recreate poetry lockfile with latest versions of libraries
([#946](https://github.com/testcontainers/testcontainers-python/issues/946))
([9a97385](https://github.com/testcontainers/testcontainers-python/commit/9a9738575ec3f831c78512b10b990e416eacad03))
* **elasticsearch:** Use wait strategy instead of deprecated decorator
([#915](https://github.com/testcontainers/testcontainers-python/issues/915))
([c785ecd](https://github.com/testcontainers/testcontainers-python/commit/c785ecdca20b51e077ab23ed61ae123c643a0627))
* **minio:** minio client requires kwargs now
([#933](https://github.com/testcontainers/testcontainers-python/issues/933))
([37f5902](https://github.com/testcontainers/testcontainers-python/commit/37f590278f23851c4f8244d4add7aa6f8ed3bc62))
* **minio:** Use wait strategy instead of deprecated decorator
([#899](https://github.com/testcontainers/testcontainers-python/issues/899))
([febccb7](https://github.com/testcontainers/testcontainers-python/commit/febccb78b5b4b00d2a3bda27f09e6b4d4c9dfde3))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 17 +++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 19 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 09c4a975f..fbe72fc61 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.13.3"
+    ".": "4.14.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 368a51830..d51ba9dfd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,22 @@
 # Changelog
 
+## [4.14.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.3...testcontainers-v4.14.0) (2026-01-07)
+
+
+### Features
+
+* Add ExecWaitStrategy and migrate Postgres from deprecated decorator ([#935](https://github.com/testcontainers/testcontainers-python/issues/935)) ([2d9eee3](https://github.com/testcontainers/testcontainers-python/commit/2d9eee30442ec8adbf4a42fcd308cd6377b41c06))
+
+
+### Bug Fixes
+
+* add ruff to deps ([#919](https://github.com/testcontainers/testcontainers-python/issues/919)) ([5853d32](https://github.com/testcontainers/testcontainers-python/commit/5853d326bb4e9631b7c58355c53ff7fc3ecab92d))
+* **cassandra,mysqk,kafka:** Use wait strategy instead of deprecated wait_for_logs ([#945](https://github.com/testcontainers/testcontainers-python/issues/945)) ([b7791b9](https://github.com/testcontainers/testcontainers-python/commit/b7791b945134940c3185baa3eab009f06d0338a9))
+* **core:** recreate poetry lockfile with latest versions of libraries ([#946](https://github.com/testcontainers/testcontainers-python/issues/946)) ([9a97385](https://github.com/testcontainers/testcontainers-python/commit/9a9738575ec3f831c78512b10b990e416eacad03))
+* **elasticsearch:** Use wait strategy instead of deprecated decorator ([#915](https://github.com/testcontainers/testcontainers-python/issues/915)) ([c785ecd](https://github.com/testcontainers/testcontainers-python/commit/c785ecdca20b51e077ab23ed61ae123c643a0627))
+* **minio:** minio client requires kwargs now ([#933](https://github.com/testcontainers/testcontainers-python/issues/933)) ([37f5902](https://github.com/testcontainers/testcontainers-python/commit/37f590278f23851c4f8244d4add7aa6f8ed3bc62))
+* **minio:** Use wait strategy instead of deprecated decorator ([#899](https://github.com/testcontainers/testcontainers-python/issues/899)) ([febccb7](https://github.com/testcontainers/testcontainers-python/commit/febccb78b5b4b00d2a3bda27f09e6b4d4c9dfde3))
+
 ## [4.13.3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.2...testcontainers-v4.13.3) (2025-11-14)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 728a7fa8c..7d9360846 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.13.3"  # auto-incremented by release-please
+version = "4.14.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From be4d09ecb3f65089d06fbd1ab9d4f12e9009ed8b Mon Sep 17 00:00:00 2001
From: Subhaditya Mukherjee
 <26865436+SubhadityaMukherjee@users.noreply.github.com>
Date: Mon, 19 Jan 2026 17:37:57 +0100
Subject: [PATCH 077/208] fix: Allow passing in a custom wait strategy string
 in MySQL, Cassandra, Kafka and Trino (#953)

Hey,

Just a small change in adding the ability to pass in a custom wait
strategy message for MySQL. The current implementation had '.*: ready
for connections.*: ready for connections.*' as a default regex with no
option to change it. This PR moves it into a parameter.
No new functionality has been added so I presume the tests can stay the
same.

If you find this useful, I can also go over the other implementations
and make a similar change wherever this is a problem.
---
 modules/cassandra/testcontainers/cassandra/__init__.py |  6 ++++--
 modules/kafka/testcontainers/kafka/__init__.py         | 10 ++++++++--
 modules/mysql/testcontainers/mysql/__init__.py         |  4 +++-
 modules/trino/testcontainers/trino/__init__.py         |  3 ++-
 4 files changed, 17 insertions(+), 6 deletions(-)

diff --git a/modules/cassandra/testcontainers/cassandra/__init__.py b/modules/cassandra/testcontainers/cassandra/__init__.py
index f515aff13..2770451fa 100644
--- a/modules/cassandra/testcontainers/cassandra/__init__.py
+++ b/modules/cassandra/testcontainers/cassandra/__init__.py
@@ -39,7 +39,9 @@ class CassandraContainer(DockerContainer):
     CQL_PORT = 9042
     DEFAULT_LOCAL_DATACENTER = "datacenter1"
 
-    def __init__(self, image: str = "cassandra:latest", **kwargs) -> None:
+    def __init__(
+        self, image: str = "cassandra:latest", wait_strategy_check_string: str = "Startup complete", **kwargs
+    ) -> None:
         super().__init__(image=image, **kwargs)
         self.with_exposed_ports(self.CQL_PORT)
         self.with_env("JVM_OPTS", "-Dcassandra.skip_wait_for_gossip_to_settle=0 -Dcassandra.initial_token=0")
@@ -47,7 +49,7 @@ def __init__(self, image: str = "cassandra:latest", **kwargs) -> None:
         self.with_env("MAX_HEAP_SIZE", "1024M")
         self.with_env("CASSANDRA_ENDPOINT_SNITCH", "GossipingPropertyFileSnitch")
         self.with_env("CASSANDRA_DC", self.DEFAULT_LOCAL_DATACENTER)
-        self.waiting_for(LogMessageWaitStrategy("Startup complete"))
+        self.waiting_for(LogMessageWaitStrategy(wait_strategy_check_string))
 
     def get_contact_points(self) -> list[tuple[str, int]]:
         return [(self.get_container_host_ip(), int(self.get_exposed_port(self.CQL_PORT)))]
diff --git a/modules/kafka/testcontainers/kafka/__init__.py b/modules/kafka/testcontainers/kafka/__init__.py
index 55683f253..8eb4f7183 100644
--- a/modules/kafka/testcontainers/kafka/__init__.py
+++ b/modules/kafka/testcontainers/kafka/__init__.py
@@ -55,12 +55,18 @@ class KafkaContainer(DockerContainer):
     TC_START_SCRIPT = "/tc-start.sh"
     MIN_KRAFT_TAG = "7.0.0"
 
-    def __init__(self, image: str = "confluentinc/cp-kafka:7.6.0", port: int = 9093, **kwargs) -> None:
+    def __init__(
+        self,
+        image: str = "confluentinc/cp-kafka:7.6.0",
+        port: int = 9093,
+        wait_strategy_check_string: str = r".*\[KafkaServer id=\d+\] started.*",
+        **kwargs,
+    ) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(image, **kwargs)
         self.port = port
         self.kraft_enabled = False
-        self.wait_for: re.Pattern[str] = re.compile(r".*\[KafkaServer id=\d+\] started.*")
+        self.wait_for: re.Pattern[str] = re.compile(wait_strategy_check_string)
         self.boot_command = ""
         self.cluster_id = "MkU3OEVBNTcwNTJENDM2Qk"
         self.listeners = f"PLAINTEXT://0.0.0.0:{self.port},BROKER://0.0.0.0:9092"
diff --git a/modules/mysql/testcontainers/mysql/__init__.py b/modules/mysql/testcontainers/mysql/__init__.py
index 51026d7f9..0dba8d590 100644
--- a/modules/mysql/testcontainers/mysql/__init__.py
+++ b/modules/mysql/testcontainers/mysql/__init__.py
@@ -71,6 +71,7 @@ def __init__(
         dbname: Optional[str] = None,
         port: int = 3306,
         seed: Optional[str] = None,
+        wait_strategy_check_string: str = r".*: ready for connections.*: ready for connections.*",
         **kwargs,
     ) -> None:
         if dialect is not None and dialect.startswith("mysql+"):
@@ -96,6 +97,7 @@ def __init__(
         if self.username == "root":
             self.root_password = self.password
         self.seed = seed
+        self.wait_strategy_check_string = wait_strategy_check_string
 
     def _configure(self) -> None:
         self.with_env("MYSQL_ROOT_PASSWORD", self.root_password)
@@ -107,7 +109,7 @@ def _configure(self) -> None:
 
     def _connect(self) -> None:
         wait_strategy = LogMessageWaitStrategy(
-            re.compile(r".*: ready for connections.*: ready for connections.*", flags=re.DOTALL | re.MULTILINE),
+            re.compile(self.wait_strategy_check_string, flags=re.DOTALL | re.MULTILINE),
         )
         wait_strategy.wait_until_ready(self)
 
diff --git a/modules/trino/testcontainers/trino/__init__.py b/modules/trino/testcontainers/trino/__init__.py
index ce1801601..4532260b2 100644
--- a/modules/trino/testcontainers/trino/__init__.py
+++ b/modules/trino/testcontainers/trino/__init__.py
@@ -24,6 +24,7 @@ def __init__(
         user: str = "test",
         port: int = 8080,
         container_start_timeout: int = 30,
+        wait_strategy_check_string: str = ".*======== SERVER STARTED ========.*",
         **kwargs,
     ):
         super().__init__(image=image, **kwargs)
@@ -31,7 +32,7 @@ def __init__(
         self.port = port
         self.with_exposed_ports(self.port)
         self.waiting_for(
-            LogMessageWaitStrategy(re.compile(".*======== SERVER STARTED ========.*", re.MULTILINE))
+            LogMessageWaitStrategy(re.compile(wait_strategy_check_string, re.MULTILINE))
             .with_poll_interval(c.sleep_time)
             .with_startup_timeout(container_start_timeout)
         )

From 183e1aa1bcd684d36d3f5b52b28965c851f5436f Mon Sep 17 00:00:00 2001
From: Luke Petre <lpetre@gmail.com>
Date: Mon, 19 Jan 2026 17:16:02 +0000
Subject: [PATCH 078/208] fix(compose): expose useful compose options (#951)

`docker compose up` exposes `--quiet-pull` and `--quiet-build` arguments
to control verbosity.

I'm trying to expose those here
---
 core/testcontainers/compose/compose.py | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 8138b01e9..c959b1341 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -177,10 +177,14 @@ class DockerCompose:
             to pass to docker compose.
         services:
             The list of services to use from this DockerCompose.
-        client_args:
-            arguments to pass to docker.from_env()
         docker_command_path:
             The docker compose command to run.
+        profiles:
+            The list of profiles to enable.
+        quiet_pull:
+            Whether to suppress output when pulling images.
+        quiet_build:
+            Whether to suppress output when building images.
 
     Example:
 
@@ -214,6 +218,8 @@ class DockerCompose:
     services: Optional[list[str]] = None
     docker_command_path: Optional[str] = None
     profiles: Optional[list[str]] = None
+    quiet_pull: bool = False
+    quiet_build: bool = False
     _wait_strategies: Optional[dict[str, Any]] = field(default=None, init=False, repr=False)
 
     def __post_init__(self) -> None:
@@ -278,6 +284,8 @@ def start(self) -> None:
         # pull means running a separate command before starting
         if self.pull:
             pull_cmd = [*base_cmd, "pull"]
+            if self.quiet_pull:
+                pull_cmd.append("--quiet")
             self._run_command(cmd=pull_cmd)
 
         up_cmd = [*base_cmd, "up"]
@@ -285,6 +293,8 @@ def start(self) -> None:
         # build means modifying the up command
         if self.build:
             up_cmd.append("--build")
+            if self.quiet_build:
+                up_cmd.append("--quiet-build")
 
         if self.wait:
             up_cmd.append("--wait")

From e323317838552a9f8046b2a8e24a03c07ff8890e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Peter=20Valdemar=20M=C3=B8rch?= <peter@morch.com>
Date: Mon, 19 Jan 2026 18:45:40 +0100
Subject: [PATCH 079/208] fix(core): Use WaitStrategy internally for wait_for
 function (#942)

# fix(core): Use WaitStrategy internally for wait_for function

## Summary

Refactor the deprecated `wait_for` function to use the new
`WaitStrategy` system internally instead of the
`@wait_container_is_ready` decorator.

This fixes the import-time deprecation warning from
https://github.com/testcontainers/testcontainers-python/issues/874.

See [alexanderankin's
comment](https://github.com/testcontainers/testcontainers-python/issues/874#issuecomment-3386026851)
stating core should no longer warn, and [jonaslb's
reply](https://github.com/testcontainers/testcontainers-python/issues/874#issuecomment-3442494671)
identifying that `wait_for` is still decorated with
`@wait_container_is_ready` at module level, so it generates a warning.

## Problem

The `wait_for` function was decorated with `@wait_container_is_ready()`,
which emits a deprecation warning at **decoration time** (import time),
not when the function is called. This caused warnings even when users
never used `wait_for`.

### Reproducer

```bash
mkdir /tmp/reproduce && cd /tmp/reproduce
echo 'import testcontainers.core.waiting_utils
def test_import(): pass' > test_import.py
uv run --with testcontainers --with pytest pytest test_import.py
```

```
=============================== warnings summary ===============================
waiting_utils.py:215: DeprecationWarning: The @wait_container_is_ready decorator
  is deprecated and will be removed in a future version...
    @wait_container_is_ready()

1 passed, 1 warning
```

Note: `wait_for` is never called - the warning is emitted just by
importing the module.
---
 core/testcontainers/core/waiting_utils.py | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/core/testcontainers/core/waiting_utils.py b/core/testcontainers/core/waiting_utils.py
index 056a48192..4b1b3de5a 100644
--- a/core/testcontainers/core/waiting_utils.py
+++ b/core/testcontainers/core/waiting_utils.py
@@ -216,7 +216,6 @@ def wrapper(wrapped: Callable[..., Any], instance: Any, args: tuple[Any], kwargs
     return cast("Callable[[F], F]", wrapper)
 
 
-@wait_container_is_ready()
 def wait_for(condition: Callable[..., bool]) -> bool:
     warnings.warn(
         "The wait_for function is deprecated and will be removed in a future version. "
@@ -226,7 +225,15 @@ def wait_for(condition: Callable[..., bool]) -> bool:
         DeprecationWarning,
         stacklevel=2,
     )
-    return condition()
+
+    class CallableWaitStrategy(WaitStrategy):
+        def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+            pass  # Required by ABC, but unused
+
+    strategy = CallableWaitStrategy()
+    if not strategy._poll(condition):
+        raise TimeoutError(f"Condition not satisfied within {strategy._startup_timeout}s")
+    return True
 
 
 _NOT_EXITED_STATUSES = {"running", "created"}

From 49c9af8cf542feb5df9ec389d554edd7645a4dc4 Mon Sep 17 00:00:00 2001
From: Jack Burridge <jackburridge@users.noreply.github.com>
Date: Mon, 19 Jan 2026 17:47:25 +0000
Subject: [PATCH 080/208] fix(nats): add support for jetstream (#938)

fixes https://github.com/testcontainers/testcontainers-python/issues/934

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/nats/example_basic.py                |  6 ++--
 modules/nats/testcontainers/nats/__init__.py |  3 ++
 modules/nats/tests/test_nats_jetstream.py    | 32 ++++++++++++++++++++
 3 files changed, 38 insertions(+), 3 deletions(-)
 create mode 100644 modules/nats/tests/test_nats_jetstream.py

diff --git a/modules/nats/example_basic.py b/modules/nats/example_basic.py
index 9e941bf9b..094b94856 100644
--- a/modules/nats/example_basic.py
+++ b/modules/nats/example_basic.py
@@ -14,10 +14,10 @@ async def message_handler(msg: Msg):
 
 
 async def basic_example():
-    with NatsContainer() as nats_container:
+    with NatsContainer(jetstream=True) as nats_container:
         # Get connection parameters
         host = nats_container.get_container_host_ip()
-        port = nats_container.get_exposed_port(nats_container.port)
+        port = nats_container.get_exposed_port(nats_container.client_port)
 
         # Create NATS client
         nc = NATS()
@@ -32,7 +32,7 @@ async def basic_example():
         print(f"\nCreated stream: {stream.config.name}")
 
         # Create consumer
-        consumer = await js.add_consumer(stream_name="test-stream", durable_name="test-consumer")
+        consumer = await js.add_consumer(stream="test-stream", durable_name="test-consumer")
         print(f"Created consumer: {consumer.name}")
 
         # Subscribe to subjects
diff --git a/modules/nats/testcontainers/nats/__init__.py b/modules/nats/testcontainers/nats/__init__.py
index 8ffeca4da..a900036dc 100644
--- a/modules/nats/testcontainers/nats/__init__.py
+++ b/modules/nats/testcontainers/nats/__init__.py
@@ -47,6 +47,7 @@ def __init__(
         management_port: int = 8222,
         expected_ready_log: str = "Server is ready",
         ready_timeout_secs: int = 120,
+        jetstream: bool = False,
         **kwargs,
     ) -> None:
         super().__init__(image, **kwargs)
@@ -55,6 +56,8 @@ def __init__(
         self._expected_ready_log = expected_ready_log
         self._ready_timeout_secs = max(ready_timeout_secs, 0)
         self.with_exposed_ports(self.client_port, self.management_port)
+        if jetstream:
+            self.with_command("-js")
 
     @wait_container_is_ready()
     def _healthcheck(self) -> None:
diff --git a/modules/nats/tests/test_nats_jetstream.py b/modules/nats/tests/test_nats_jetstream.py
new file mode 100644
index 000000000..368e8c36f
--- /dev/null
+++ b/modules/nats/tests/test_nats_jetstream.py
@@ -0,0 +1,32 @@
+from testcontainers.nats import NatsContainer
+from uuid import uuid4
+import pytest
+
+from nats import connect as nats_connect
+from nats.aio.client import Client as NATSClient
+
+
+async def get_client(container: NatsContainer) -> "NATSClient":
+    """
+    Get a nats client.
+
+    Returns:
+        client: Nats client to connect to the container.
+    """
+    conn_string = container.nats_uri()
+    client = await nats_connect(conn_string)
+    return client
+
+
+@pytest.mark.asyncio
+async def test_jetstream_add_stream(anyio_backend):
+    with NatsContainer(jetstream=True) as container:
+        nc: NATSClient = await get_client(container)
+
+        topic = str(uuid4())
+
+        js = nc.jetstream()
+
+        await js.add_stream(name="test-stream", subjects=[topic])
+
+        await nc.close()

From 7337266c73f05f003378ff483a5e3b565a1e86c5 Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Sat, 24 Jan 2026 11:45:39 -0500
Subject: [PATCH 081/208] fix(core): bring back dind tests

---
 core/tests/test_docker_in_docker.py | 504 ++++++++++++++--------------
 1 file changed, 252 insertions(+), 252 deletions(-)

diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index 9b623c7be..a756c5d08 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -1,252 +1,252 @@
-# import contextlib
-# import json
-# import os
-# import time
-# import socket
-# from pathlib import Path
-# from typing import Final, Any, Generator
-#
-# import pytest
-# from docker.models.containers import Container
-#
-# from testcontainers.core import utils
-# from testcontainers.core.config import testcontainers_config as tcc
-# from testcontainers.core.labels import SESSION_ID
-# from testcontainers.core.network import Network
-# from testcontainers.core.container import DockerContainer
-# from testcontainers.core.docker_client import DockerClient, LOGGER
-# from testcontainers.core.utils import inside_container
-# from testcontainers.core.utils import is_mac
-# from testcontainers.core.waiting_utils import wait_for_logs
-#
-#
-# def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
-#     # get ip address for DOCKER_HOST
-#     # avoiding DockerContainer class here to prevent code changes affecting the test
-#     docker_host_ip = client.bridge_ip(dind.id)
-#     # Wait for startup
-#     timeout = 10
-#     start_wait = time.perf_counter()
-#     while True:
-#         try:
-#             with socket.create_connection((docker_host_ip, 2375), timeout=timeout):
-#                 break
-#         except ConnectionRefusedError:
-#             if time.perf_counter() - start_wait > timeout:
-#                 raise RuntimeError("Docker in docker took longer than 10 seconds to start")
-#             time.sleep(0.01)
-#     return docker_host_ip
-#
-#
-# @pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
-# def test_wait_for_logs_docker_in_docker():
-#     # real dind isn't possible (AFAIK) in CI
-#     # forwarding the socket to a container port is at least somewhat the same
-#     client = DockerClient()
-#     not_really_dind = client.run(
-#         image="alpine/socat",
-#         command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
-#         volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
-#         detach=True,
-#     )
-#
-#     not_really_dind.start()
-#     docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
-#     docker_host = f"tcp://{docker_host_ip}:2375"
-#
-#     with DockerContainer(
-#         image="hello-world",
-#         docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
-#     ) as container:
-#         assert container.get_container_host_ip() == docker_host_ip
-#         wait_for_logs(container, "Hello from Docker!")
-#         stdout, stderr = container.get_logs()
-#         assert stdout, "There should be something on stdout"
-#
-#     not_really_dind.stop()
-#     not_really_dind.remove()
-#
-#
-# @pytest.mark.skipif(
-#     is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
-# )
-# def test_dind_inherits_network():
-#     client = DockerClient()
-#     try:
-#         custom_network = client.client.networks.create("custom_network", driver="bridge", check_duplicate=True)
-#     except Exception:
-#         custom_network = client.client.networks.list(names=["custom_network"])[0]
-#     not_really_dind = client.run(
-#         image="alpine/socat",
-#         command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
-#         volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
-#         detach=True,
-#     )
-#
-#     not_really_dind.start()
-#
-#     docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
-#     docker_host = f"tcp://{docker_host_ip}:2375"
-#
-#     with DockerContainer(
-#         image="hello-world",
-#         docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
-#     ) as container:
-#         assert container.get_container_host_ip() == docker_host_ip
-#         # Check the gateways are the same, so they can talk to each other
-#         assert container.get_docker_client().gateway_ip(container.get_wrapped_container().id) == client.gateway_ip(
-#             not_really_dind.id
-#         )
-#         wait_for_logs(container, "Hello from Docker!")
-#         stdout, stderr = container.get_logs()
-#         assert stdout, "There should be something on stdout"
-#
-#     not_really_dind.stop()
-#     not_really_dind.remove()
-#     custom_network.remove()
-#
-#
-# @contextlib.contextmanager
-# def print_surround_header(what: str, header_len: int = 80) -> Generator[None, None, None]:
-#     """
-#     Helper to visually mark a block with headers
-#     """
-#     start = f"#   Beginning of {what}"
-#     end = f"#   End of {what}"
-#
-#     print("\n")
-#     print("#" * header_len)
-#     print(start + " " * (header_len - len(start) - 1) + "#")
-#     print("#" * header_len)
-#     print("\n")
-#
-#     yield
-#
-#     print("\n")
-#     print("#" * header_len)
-#     print(end + " " * (header_len - len(end) - 1) + "#")
-#     print("#" * header_len)
-#     print("\n")
-#
-#
-# EXPECTED_NETWORK_VAR: Final[str] = "TCC_EXPECTED_NETWORK"
-#
-#
-# def get_docker_info() -> dict[str, Any]:
-#     client = DockerClient().client
-#
-#     # Get Docker version info
-#     version_info = client.version()
-#
-#     # Get Docker system info
-#     system_info = client.info()
-#
-#     # Get container inspections
-#     containers = client.containers.list(all=True)  # List all containers (running or not)
-#     container_inspections = {container.name: container.attrs for container in containers}
-#
-#     # Return as a dictionary
-#     return {"version_info": version_info, "system_info": system_info, "container_inspections": container_inspections}
-#
-#
-# # see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
-# @pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
-# @pytest.mark.inside_docker_check
-# @pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
-# def test_find_host_network_in_dood() -> None:
-#     """
-#     Check that the correct host network is found for DooD
-#     """
-#     LOGGER.info(f"Running container id={utils.get_running_in_container_id()}")
-#     # Get some debug information in the hope this helps to find
-#     LOGGER.info(f"hostname: {socket.gethostname()}")
-#     LOGGER.info(f"docker info: {json.dumps(get_docker_info(), indent=2)}")
-#     assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
-#
-#
-# @pytest.mark.skipif(
-#     is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
-# )
-# @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
-# def test_dood(python_testcontainer_image: str) -> None:
-#     """
-#     Run tests marked as inside_docker_check inside docker out of docker
-#     """
-#
-#     docker_sock = tcc.ryuk_docker_socket
-#     with Network() as network:
-#         with (
-#             DockerContainer(
-#                 image=python_testcontainer_image,
-#             )
-#             .with_command("poetry run pytest -m inside_docker_check")
-#             .with_volume_mapping(docker_sock, docker_sock, "rw")
-#             # test also that the correct network was found
-#             # but only do this if not already inside a container
-#             # as there for some reason this doesn't work
-#             .with_env(EXPECTED_NETWORK_VAR, "" if inside_container() else network.name)
-#             .with_env("RYUK_RECONNECTION_TIMEOUT", "1s")
-#             .with_network(network)
-#         ) as container:
-#             status = container.get_wrapped_container().wait()
-#             stdout, stderr = container.get_logs()
-#             # ensure ryuk removed the containers created inside container
-#             # because they are bound our network the deletion of the network
-#             # would fail otherwise
-#             time.sleep(1.1)
-#
-#     # Show what was done inside test
-#     with print_surround_header("test_dood results"):
-#         print(stdout.decode("utf-8", errors="replace"))
-#         print(stderr.decode("utf-8", errors="replace"))
-#     assert status["StatusCode"] == 0
-#
-#
-# def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
-#     """
-#     Run selected tests in Docker in Docker
-#     """
-#     cert_dir = tmp_path / "certs"
-#     dind_name = f"docker_{SESSION_ID}"
-#     with Network() as network:
-#         with (
-#             DockerContainer(image="docker:dind", privileged=True)
-#             .with_name(dind_name)
-#             .with_volume_mapping(str(cert_dir), "/certs", "rw")
-#             .with_env("DOCKER_TLS_CERTDIR", "/certs/docker")
-#             .with_env("DOCKER_TLS_VERIFY", "1")
-#             .with_network(network)
-#             .with_network_aliases("docker")
-#         ) as dind_container:
-#             wait_for_logs(dind_container, "API listen on")
-#             client_dir = cert_dir / "docker" / "client"
-#             ca_file = client_dir / "ca.pem"
-#             assert ca_file.is_file()
-#             try:
-#                 with (
-#                     DockerContainer(image=python_testcontainer_image)
-#                     .with_command("poetry run pytest -m inside_docker_check")
-#                     .with_volume_mapping(str(cert_dir), "/certs")
-#                     # for some reason the docker client does not respect
-#                     # DOCKER_TLS_CERTDIR and looks in /root/.docker instead
-#                     .with_volume_mapping(str(client_dir), "/root/.docker")
-#                     .with_env("DOCKER_TLS_CERTDIR", "/certs/docker/client")
-#                     .with_env("DOCKER_TLS_VERIFY", "1")
-#                     # docker port is 2376 for https, 2375 for http
-#                     .with_env("DOCKER_HOST", "tcp://docker:2376")
-#                     .with_network(network)
-#                 ) as test_container:
-#                     status = test_container.get_wrapped_container().wait()
-#                     stdout, stderr = test_container.get_logs()
-#             finally:
-#                 # ensure the certs are deleted from inside the container
-#                 # as they might be owned by root it otherwise could lead to problems
-#                 # with pytest cleanup
-#                 dind_container.exec("rm -rf /certs/docker")
-#                 dind_container.exec("chmod -R a+rwX /certs")
-#
-#     # Show what was done inside test
-#     with print_surround_header("test_dood results"):
-#         print(stdout.decode("utf-8", errors="replace"))
-#         print(stderr.decode("utf-8", errors="replace"))
-#     assert status["StatusCode"] == 0
+import contextlib
+import json
+import os
+import time
+import socket
+from pathlib import Path
+from typing import Final, Any, Generator
+
+import pytest
+from docker.models.containers import Container
+
+from testcontainers.core import utils
+from testcontainers.core.config import testcontainers_config as tcc
+from testcontainers.core.labels import SESSION_ID
+from testcontainers.core.network import Network
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.docker_client import DockerClient, LOGGER
+from testcontainers.core.utils import inside_container
+from testcontainers.core.utils import is_mac
+from testcontainers.core.waiting_utils import wait_for_logs
+
+
+def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
+    # get ip address for DOCKER_HOST
+    # avoiding DockerContainer class here to prevent code changes affecting the test
+    docker_host_ip = client.bridge_ip(dind.id)
+    # Wait for startup
+    timeout = 10
+    start_wait = time.perf_counter()
+    while True:
+        try:
+            with socket.create_connection((docker_host_ip, 2375), timeout=timeout):
+                break
+        except ConnectionRefusedError:
+            if time.perf_counter() - start_wait > timeout:
+                raise RuntimeError("Docker in docker took longer than 10 seconds to start")
+            time.sleep(0.01)
+    return docker_host_ip
+
+
+@pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+def test_wait_for_logs_docker_in_docker():
+    # real dind isn't possible (AFAIK) in CI
+    # forwarding the socket to a container port is at least somewhat the same
+    client = DockerClient()
+    not_really_dind = client.run(
+        image="alpine/socat",
+        command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
+        volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
+        detach=True,
+    )
+
+    not_really_dind.start()
+    docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
+    docker_host = f"tcp://{docker_host_ip}:2375"
+
+    with DockerContainer(
+        image="hello-world",
+        docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
+    ) as container:
+        assert container.get_container_host_ip() == docker_host_ip
+        wait_for_logs(container, "Hello from Docker!")
+        stdout, stderr = container.get_logs()
+        assert stdout, "There should be something on stdout"
+
+    not_really_dind.stop()
+    not_really_dind.remove()
+
+
+@pytest.mark.skipif(
+    is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
+)
+def test_dind_inherits_network():
+    client = DockerClient()
+    try:
+        custom_network = client.client.networks.create("custom_network", driver="bridge", check_duplicate=True)
+    except Exception:
+        custom_network = client.client.networks.list(names=["custom_network"])[0]
+    not_really_dind = client.run(
+        image="alpine/socat",
+        command="tcp-listen:2375,fork,reuseaddr unix-connect:/var/run/docker.sock",
+        volumes={"/var/run/docker.sock": {"bind": "/var/run/docker.sock"}},
+        detach=True,
+    )
+
+    not_really_dind.start()
+
+    docker_host_ip = _wait_for_dind_return_ip(client, not_really_dind)
+    docker_host = f"tcp://{docker_host_ip}:2375"
+
+    with DockerContainer(
+        image="hello-world",
+        docker_client_kw={"environment": {"DOCKER_HOST": docker_host, "DOCKER_CERT_PATH": "", "DOCKER_TLS_VERIFY": ""}},
+    ) as container:
+        assert container.get_container_host_ip() == docker_host_ip
+        # Check the gateways are the same, so they can talk to each other
+        assert container.get_docker_client().gateway_ip(container.get_wrapped_container().id) == client.gateway_ip(
+            not_really_dind.id
+        )
+        wait_for_logs(container, "Hello from Docker!")
+        stdout, stderr = container.get_logs()
+        assert stdout, "There should be something on stdout"
+
+    not_really_dind.stop()
+    not_really_dind.remove()
+    custom_network.remove()
+
+
+@contextlib.contextmanager
+def print_surround_header(what: str, header_len: int = 80) -> Generator[None, None, None]:
+    """
+    Helper to visually mark a block with headers
+    """
+    start = f"#   Beginning of {what}"
+    end = f"#   End of {what}"
+
+    print("\n")
+    print("#" * header_len)
+    print(start + " " * (header_len - len(start) - 1) + "#")
+    print("#" * header_len)
+    print("\n")
+
+    yield
+
+    print("\n")
+    print("#" * header_len)
+    print(end + " " * (header_len - len(end) - 1) + "#")
+    print("#" * header_len)
+    print("\n")
+
+
+EXPECTED_NETWORK_VAR: Final[str] = "TCC_EXPECTED_NETWORK"
+
+
+def get_docker_info() -> dict[str, Any]:
+    client = DockerClient().client
+
+    # Get Docker version info
+    version_info = client.version()
+
+    # Get Docker system info
+    system_info = client.info()
+
+    # Get container inspections
+    containers = client.containers.list(all=True)  # List all containers (running or not)
+    container_inspections = {container.name: container.attrs for container in containers}
+
+    # Return as a dictionary
+    return {"version_info": version_info, "system_info": system_info, "container_inspections": container_inspections}
+
+
+# see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
+@pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
+@pytest.mark.inside_docker_check
+@pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
+def test_find_host_network_in_dood() -> None:
+    """
+    Check that the correct host network is found for DooD
+    """
+    LOGGER.info(f"Running container id={utils.get_running_in_container_id()}")
+    # Get some debug information in the hope this helps to find
+    LOGGER.info(f"hostname: {socket.gethostname()}")
+    LOGGER.info(f"docker info: {json.dumps(get_docker_info(), indent=2)}")
+    assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
+
+
+@pytest.mark.skipif(
+    is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+)
+@pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
+def test_dood(python_testcontainer_image: str) -> None:
+    """
+    Run tests marked as inside_docker_check inside docker out of docker
+    """
+
+    docker_sock = tcc.ryuk_docker_socket
+    with Network() as network:
+        with (
+            DockerContainer(
+                image=python_testcontainer_image,
+            )
+            .with_command("poetry run pytest -m inside_docker_check")
+            .with_volume_mapping(docker_sock, docker_sock, "rw")
+            # test also that the correct network was found
+            # but only do this if not already inside a container
+            # as there for some reason this doesn't work
+            .with_env(EXPECTED_NETWORK_VAR, "" if inside_container() else network.name)
+            .with_env("RYUK_RECONNECTION_TIMEOUT", "1s")
+            .with_network(network)
+        ) as container:
+            status = container.get_wrapped_container().wait()
+            stdout, stderr = container.get_logs()
+            # ensure ryuk removed the containers created inside container
+            # because they are bound our network the deletion of the network
+            # would fail otherwise
+            time.sleep(1.1)
+
+    # Show what was done inside test
+    with print_surround_header("test_dood results"):
+        print(stdout.decode("utf-8", errors="replace"))
+        print(stderr.decode("utf-8", errors="replace"))
+    assert status["StatusCode"] == 0
+
+
+def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
+    """
+    Run selected tests in Docker in Docker
+    """
+    cert_dir = tmp_path / "certs"
+    dind_name = f"docker_{SESSION_ID}"
+    with Network() as network:
+        with (
+            DockerContainer(image="docker:dind", privileged=True)
+            .with_name(dind_name)
+            .with_volume_mapping(str(cert_dir), "/certs", "rw")
+            .with_env("DOCKER_TLS_CERTDIR", "/certs/docker")
+            .with_env("DOCKER_TLS_VERIFY", "1")
+            .with_network(network)
+            .with_network_aliases("docker")
+        ) as dind_container:
+            wait_for_logs(dind_container, "API listen on")
+            client_dir = cert_dir / "docker" / "client"
+            ca_file = client_dir / "ca.pem"
+            assert ca_file.is_file()
+            try:
+                with (
+                    DockerContainer(image=python_testcontainer_image)
+                    .with_command("poetry run pytest -m inside_docker_check")
+                    .with_volume_mapping(str(cert_dir), "/certs")
+                    # for some reason the docker client does not respect
+                    # DOCKER_TLS_CERTDIR and looks in /root/.docker instead
+                    .with_volume_mapping(str(client_dir), "/root/.docker")
+                    .with_env("DOCKER_TLS_CERTDIR", "/certs/docker/client")
+                    .with_env("DOCKER_TLS_VERIFY", "1")
+                    # docker port is 2376 for https, 2375 for http
+                    .with_env("DOCKER_HOST", "tcp://docker:2376")
+                    .with_network(network)
+                ) as test_container:
+                    status = test_container.get_wrapped_container().wait()
+                    stdout, stderr = test_container.get_logs()
+            finally:
+                # ensure the certs are deleted from inside the container
+                # as they might be owned by root it otherwise could lead to problems
+                # with pytest cleanup
+                dind_container.exec("rm -rf /certs/docker")
+                dind_container.exec("chmod -R a+rwX /certs")
+
+    # Show what was done inside test
+    with print_surround_header("test_dood results"):
+        print(stdout.decode("utf-8", errors="replace"))
+        print(stderr.decode("utf-8", errors="replace"))
+    assert status["StatusCode"] == 0

From 15e99ee5458e41fbc4df37fd66911600e434016a Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Sat, 24 Jan 2026 11:46:25 -0500
Subject: [PATCH 082/208] add modifications

---
 core/tests/test_docker_in_docker.py | 19 +++++++++++++++----
 1 file changed, 15 insertions(+), 4 deletions(-)

diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index a756c5d08..5bd64e67c 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -3,6 +3,7 @@
 import os
 import time
 import socket
+import sys
 from pathlib import Path
 from typing import Final, Any, Generator
 
@@ -19,6 +20,13 @@
 from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
+_DIND_PYTHON_VERSION = (3, 13)
+
+
+def _should_run_dind() -> bool:
+    # todo refine macos check -> run in ci but not locally
+    return not is_mac() and tuple([*sys.version_info][:2]) == _DIND_PYTHON_VERSION
+
 
 def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
     # get ip address for DOCKER_HOST
@@ -38,7 +46,7 @@ def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
     return docker_host_ip
 
 
-@pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+@pytest.mark.skipif(_should_run_dind(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
 def test_wait_for_logs_docker_in_docker():
     # real dind isn't possible (AFAIK) in CI
     # forwarding the socket to a container port is at least somewhat the same
@@ -68,7 +76,7 @@ def test_wait_for_logs_docker_in_docker():
 
 
 @pytest.mark.skipif(
-    is_mac(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
+    _should_run_dind(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
 )
 def test_dind_inherits_network():
     client = DockerClient()
@@ -152,7 +160,7 @@ def get_docker_info() -> dict[str, Any]:
 # see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
 @pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
 @pytest.mark.inside_docker_check
-@pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
+@pytest.mark.skipif(_should_run_dind() or not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
 def test_find_host_network_in_dood() -> None:
     """
     Check that the correct host network is found for DooD
@@ -165,7 +173,7 @@ def test_find_host_network_in_dood() -> None:
 
 
 @pytest.mark.skipif(
-    is_mac(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+    _should_run_dind(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
 )
 @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
 def test_dood(python_testcontainer_image: str) -> None:
@@ -202,6 +210,9 @@ def test_dood(python_testcontainer_image: str) -> None:
     assert status["StatusCode"] == 0
 
 
+@pytest.mark.skipif(
+    _should_run_dind(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+)
 def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
     """
     Run selected tests in Docker in Docker

From f690e88e866ef3ff30ba2cd18958fc1fc07f89c8 Mon Sep 17 00:00:00 2001
From: heartbleed1337 <112706139+heartbleed1337@users.noreply.github.com>
Date: Sat, 31 Jan 2026 20:23:02 +0200
Subject: [PATCH 083/208] fix: Support Elasticsearch 9.x (#881)

Closes #860

Co-authored-by: heartbleed1337 <heartbleed@notapplicable.com>
---
 modules/elasticsearch/testcontainers/elasticsearch/__init__.py | 2 +-
 modules/elasticsearch/tests/test_elasticsearch.py              | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/elasticsearch/testcontainers/elasticsearch/__init__.py b/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
index e9974ae2b..914ebf0b5 100644
--- a/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
+++ b/modules/elasticsearch/testcontainers/elasticsearch/__init__.py
@@ -45,7 +45,7 @@ def _environment_by_version(version: int) -> dict[str, str]:
         return {"discovery.zen.minimum_master_nodes": "1"}
     elif version == 7:
         return {}
-    elif version == 8:
+    elif version in {8, 9}:
         # Elasticsearch uses https now by default. However, our readiness
         # check uses http, which does not work. Hence we disable security
         # which should not be an issue for our context
diff --git a/modules/elasticsearch/tests/test_elasticsearch.py b/modules/elasticsearch/tests/test_elasticsearch.py
index 4fe51b3e5..d6666aeca 100644
--- a/modules/elasticsearch/tests/test_elasticsearch.py
+++ b/modules/elasticsearch/tests/test_elasticsearch.py
@@ -7,7 +7,7 @@
 
 
 # The versions below should reflect the latest stable releases
-@pytest.mark.parametrize("version", ["7.17.18", "8.12.2"])
+@pytest.mark.parametrize("version", ["7.17.18", "8.12.2", "9.1.4"])
 def test_docker_run_elasticsearch(version):
     with ElasticSearchContainer(f"elasticsearch:{version}", mem_limit="3G") as es:
         resp = urllib.request.urlopen(f"http://{es.get_container_host_ip()}:{es.get_exposed_port(es.port)}")

From 17eb0b0a98b89395000e5143a5b40da6367a3b2c Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Sat, 31 Jan 2026 18:12:49 -0500
Subject: [PATCH 084/208] chore(main): release testcontainers 4.14.1 (#954)

:robot: I have created a release *beep* *boop*
---


##
[4.14.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.0...testcontainers-v4.14.1)
(2026-01-31)


### Bug Fixes

* Allow passing in a custom wait strategy string in MySQL, Cassandra,
Kafka and Trino
([#953](https://github.com/testcontainers/testcontainers-python/issues/953))
([be4d09e](https://github.com/testcontainers/testcontainers-python/commit/be4d09ecb3f65089d06fbd1ab9d4f12e9009ed8b))
* **compose:** expose useful compose options
([#951](https://github.com/testcontainers/testcontainers-python/issues/951))
([183e1aa](https://github.com/testcontainers/testcontainers-python/commit/183e1aa1bcd684d36d3f5b52b28965c851f5436f))
* **core:** bring back dind tests
([7337266](https://github.com/testcontainers/testcontainers-python/commit/7337266c73f05f003378ff483a5e3b565a1e86c5))
* **core:** Use WaitStrategy internally for wait_for function
([#942](https://github.com/testcontainers/testcontainers-python/issues/942))
([e323317](https://github.com/testcontainers/testcontainers-python/commit/e323317838552a9f8046b2a8e24a03c07ff8890e))
* **nats:** add support for jetstream
([#938](https://github.com/testcontainers/testcontainers-python/issues/938))
([49c9af8](https://github.com/testcontainers/testcontainers-python/commit/49c9af8cf542feb5df9ec389d554edd7645a4dc4))
* Support Elasticsearch 9.x
([#881](https://github.com/testcontainers/testcontainers-python/issues/881))
([f690e88](https://github.com/testcontainers/testcontainers-python/commit/f690e88e866ef3ff30ba2cd18958fc1fc07f89c8)),
closes
[#860](https://github.com/testcontainers/testcontainers-python/issues/860)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 12 ++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index fbe72fc61..b21ec8097 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.14.0"
+    ".": "4.14.1"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d51ba9dfd..db72f034b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Changelog
 
+## [4.14.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.0...testcontainers-v4.14.1) (2026-01-31)
+
+
+### Bug Fixes
+
+* Allow passing in a custom wait strategy string in MySQL, Cassandra, Kafka and Trino ([#953](https://github.com/testcontainers/testcontainers-python/issues/953)) ([be4d09e](https://github.com/testcontainers/testcontainers-python/commit/be4d09ecb3f65089d06fbd1ab9d4f12e9009ed8b))
+* **compose:** expose useful compose options ([#951](https://github.com/testcontainers/testcontainers-python/issues/951)) ([183e1aa](https://github.com/testcontainers/testcontainers-python/commit/183e1aa1bcd684d36d3f5b52b28965c851f5436f))
+* **core:** bring back dind tests ([7337266](https://github.com/testcontainers/testcontainers-python/commit/7337266c73f05f003378ff483a5e3b565a1e86c5))
+* **core:** Use WaitStrategy internally for wait_for function ([#942](https://github.com/testcontainers/testcontainers-python/issues/942)) ([e323317](https://github.com/testcontainers/testcontainers-python/commit/e323317838552a9f8046b2a8e24a03c07ff8890e))
+* **nats:** add support for jetstream ([#938](https://github.com/testcontainers/testcontainers-python/issues/938)) ([49c9af8](https://github.com/testcontainers/testcontainers-python/commit/49c9af8cf542feb5df9ec389d554edd7645a4dc4))
+* Support Elasticsearch 9.x ([#881](https://github.com/testcontainers/testcontainers-python/issues/881)) ([f690e88](https://github.com/testcontainers/testcontainers-python/commit/f690e88e866ef3ff30ba2cd18958fc1fc07f89c8)), closes [#860](https://github.com/testcontainers/testcontainers-python/issues/860)
+
 ## [4.14.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.13.3...testcontainers-v4.14.0) (2026-01-07)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 7d9360846..8a5483aa2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "testcontainers"
-version = "4.14.0"  # auto-incremented by release-please
+version = "4.14.1"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
 maintainers = [

From a78475a92dabfc1b7166320f851280ab783f6b8a Mon Sep 17 00:00:00 2001
From: Kound <kound@posteo.de>
Date: Thu, 5 Feb 2026 00:58:17 +0100
Subject: [PATCH 085/208] chore(main): Migrate to uv (#960)

This PR removes poetry and replaces it with uv.

Also:
- remove not required pyproject.toml/requirement.txt/setup.py files ->
everything is kept in one pyproject.toml and common lock file
- remove not required Dockerfile for docs. uv run just works fine here
- keep license file in release (it is good)

closes
https://github.com/testcontainers/testcontainers-python/issues/957

Note: This PR is based on #920 in order to have a working CI/CD

Review notes:

- Locally build packages once in main and once in this branch.
- Compare the results.
- Test make endpoints
---
 .devcontainer/Dockerfile                      |   25 +-
 .devcontainer/commands/post-create-command.sh |    2 +-
 .devcontainer/devcontainer.json               |    2 +-
 .github/CONTRIBUTING.md                       |    6 +-
 .github/ISSUE_TEMPLATE/question.md            |    4 +-
 .../PULL_REQUEST_TEMPLATE/new_container.md    |    4 +-
 .github/actions/setup-env/action.yml          |    8 +-
 .github/workflows/ci-community.yml            |    6 +-
 .github/workflows/ci-core.yml                 |   12 +-
 .github/workflows/ci-lint.yml                 |   18 +-
 .github/workflows/release-please.yml          |    8 +-
 .gitignore                                    |    2 +-
 .pre-commit-config.yaml                       |    2 +-
 .readthedocs.yml                              |   24 +-
 Dockerfile                                    |   26 +-
 Dockerfile.docs                               |    5 -
 Makefile                                      |   64 +-
 README.md                                     |    2 +-
 core/testcontainers/core/container.py         |    1 +
 core/tests/test_docker_in_docker.py           |   33 +-
 core/tests/test_project_settings.py           |   37 +
 docs/contributing.md                          |    6 +-
 docs/poetry.lock                              |  865 --
 docs/pyproject.toml                           |   25 -
 docs/requirements.txt                         |   36 -
 docs/system_requirements/index.md             |    2 +-
 index.rst                                     |    4 +-
 modules/memcached/setup.py                    |   17 -
 poetry.lock                                   | 8435 -----------------
 pyproject.toml                                |  575 +-
 requirements.txt                              |    4 -
 uv.lock                                       | 5831 ++++++++++++
 32 files changed, 6262 insertions(+), 9829 deletions(-)
 delete mode 100644 Dockerfile.docs
 create mode 100644 core/tests/test_project_settings.py
 delete mode 100644 docs/poetry.lock
 delete mode 100644 docs/pyproject.toml
 delete mode 100644 docs/requirements.txt
 delete mode 100644 modules/memcached/setup.py
 delete mode 100644 poetry.lock
 delete mode 100644 requirements.txt
 create mode 100644 uv.lock

diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index 82cabe3b4..d8da62a08 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -1,20 +1,13 @@
-FROM mcr.microsoft.com/devcontainers/python:1-3.11-bookworm
+ARG UV_VERSION=latest
 
 
-RUN \
-    apt update && apt install bash-completion -y && \
-    pip install pre-commit && \
-    curl -sSL https://install.python-poetry.org | POETRY_HOME=/home/vscode/.local python3 -
+FROM ghcr.io/astral-sh/uv:$UV_VERSION AS uv
 
 
-RUN  \
-    echo >> /home/vscode/.bashrc && \
-    # add completions to bashrc
-    # see how ubuntu does it for reference:
-    # https://git.launchpad.net/ubuntu/+source/base-files/tree/share/dot.bashrc
-    # https://stackoverflow.com/a/68566555
-    echo 'if [ -f /etc/bash_completion ] && ! shopt -oq posix; then' >> /home/vscode/.bashrc && \
-    echo '    . /etc/bash_completion' >> /home/vscode/.bashrc && \
-    echo 'fi' >> /home/vscode/.bashrc && \
-    echo >> /home/vscode/.bashrc && \
-    echo '. <(poetry completions)' >> /home/vscode/.bashrc
+FROM mcr.microsoft.com/vscode/devcontainers/base:debian
+
+ENV PYTHONDONTWRITEBYTECODE=True \
+    PYTHONUNBUFFERED=True \
+    UV_LINK_MODE=copy
+
+COPY --from=uv --chown=vscode: /uv /uvx /bin/
diff --git a/.devcontainer/commands/post-create-command.sh b/.devcontainer/commands/post-create-command.sh
index 58dc0f754..353a30bd5 100755
--- a/.devcontainer/commands/post-create-command.sh
+++ b/.devcontainer/commands/post-create-command.sh
@@ -1,4 +1,4 @@
 echo "Running post-create-command.sh"
 
 pre-commit install
-poetry install --all-extras
+uv sync --all-extras
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index da44489a1..67cbe97f1 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -5,7 +5,7 @@
 	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
 	"build": {
 		// Path is relative to the devcontainer.json file.
-		// We prebuild the image to get poetry into the image
+		// We prebuild the image to get uv into the image
 		// This saves the user a bit of time, when re-opening containers
 		"dockerfile": "Dockerfile"
 	},
diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index bc387a931..1a12af908 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -23,14 +23,12 @@ We recommend following these steps:
 
 You need to have the following tools available to you:
 - `make` - You'll need a GNU Make for common developer activities
-- `poetry` - This is the primary package manager for the project
-- `pyenv` **Recommended**: For installing python versions for your system.
-  Poetry infers the current latest version from what it can find on the `PATH` so you are still fine if you don't use `pyenv`.
+- `uv` - This is the primary package manager for the project
 
 ### Build and test
 
 
-- Run `make install` to get `poetry` to install all dependencies and set up `pre-commit`
+- Run `make install` to get `uv` to install all dependencies and set up `pre-commit`
   - **Recommended**: Run `make` or `make help` to see other commands available to you.
 - After this, you should have a working virtual environment and proceed with writing code with your favourite IDE
 - **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md
index b05282d90..5ef9b0e82 100644
--- a/.github/ISSUE_TEMPLATE/question.md
+++ b/.github/ISSUE_TEMPLATE/question.md
@@ -31,9 +31,9 @@ uname -a
 echo "------"
 docker info
 echo "------"
-poetry run python --version
+uv run python --version
 echo "------"
-poetry show --tree
+uv tree
 ```
 
 ```bash
diff --git a/.github/PULL_REQUEST_TEMPLATE/new_container.md b/.github/PULL_REQUEST_TEMPLATE/new_container.md
index c64d66785..0d790fc49 100644
--- a/.github/PULL_REQUEST_TEMPLATE/new_container.md
+++ b/.github/PULL_REQUEST_TEMPLATE/new_container.md
@@ -29,8 +29,8 @@ It helps reduce unnecessary work for you and the maintainers!
   - Your module has a `README.rst` and hooks in the `.. auto-class` and `.. title` of your container
   - Implement the new feature (typically in `__init__.py`) and corresponding tests.
 - [ ] Your module is added in `pyproject.toml`
-  - it is declared under `tool.poetry.packages` - see other community modules
-  - it is declared under `tool.poetry.extras` with the same name as your module name,
+  - it is declared under `tool.hatch.build.targets.wheel` - see other community modules
+  - it is declared under `project.optional-dependencies` with the same name as your module name,
     we still prefer adding _NO EXTRA DEPENDENCIES_, meaning `mymodule = []` is the preferred addition
     (see the notes at the bottom)
 - [ ] Your branch is up-to-date (or your branch will be rebased with `git rebase`)
diff --git a/.github/actions/setup-env/action.yml b/.github/actions/setup-env/action.yml
index c91e039a6..432454fb8 100644
--- a/.github/actions/setup-env/action.yml
+++ b/.github/actions/setup-env/action.yml
@@ -10,11 +10,7 @@ inputs:
 runs:
   using: composite
   steps:
-    - name: Setup Poetry
-      run: pipx install poetry
-      shell: bash
-    - name: Setup python ${{ inputs.python-version }}
-      uses: actions/setup-python@v5
+    - name: Install uv
+      uses: astral-sh/setup-uv@v7
       with:
         python-version: ${{ inputs.python-version }}
-        cache: poetry
diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index 44cb95d82..ed36b71c2 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -2,6 +2,10 @@
 
 name: modules
 
+env:
+  UV_FROZEN: "1"  # use lock file as is
+  UV_NO_EDITABLE: "1"  # test the build package, not the dev installation
+
 on:
   push:
     branches: [ main ]
@@ -54,7 +58,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Python dependencies
-        run: poetry install -E ${{ matrix.module }}
+        run: uv sync --extra ${{ matrix.module }}
       - name: Run tests
         run: make modules/${{ matrix.module }}/tests
       - name: Run doctests
diff --git a/.github/workflows/ci-core.yml b/.github/workflows/ci-core.yml
index 162191f2e..2265feb73 100644
--- a/.github/workflows/ci-core.yml
+++ b/.github/workflows/ci-core.yml
@@ -2,6 +2,10 @@
 
 name: core
 
+env:
+  UV_FROZEN: "1"   # use lock file as is
+  UV_NO_EDITABLE: "1"  # test the build package, not the dev installation
+
 on:
   push:
     branches: [main]
@@ -22,13 +26,11 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Python dependencies
-        run: poetry install --all-extras
+        run: uv sync --all-extras
       - name: Run twine check
-        run: rm -f LICENSE.txt && poetry build && poetry run twine check dist/*.tar.gz
+        run: uv build && uv run twine check dist/*
       - name: Run tests
         run: make core/tests
-      - name: Rename coverage file
-        run: mv .coverage .coverage.${{ matrix.python-version}}
       - name: "Save coverage artifact"
         uses: actions/upload-artifact@v4
         with:
@@ -47,7 +49,7 @@ jobs:
       - name: Set up Python
         uses: ./.github/actions/setup-env
       - name: Install Python dependencies
-        run: poetry install --all-extras
+        run: uv sync --all-extras
       - name: "Download coverage artifacts"
         uses: actions/download-artifact@v4
         with:
diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index 3ff0bc638..73c9e8f15 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -2,6 +2,10 @@
 
 name: lint
 
+env:
+  UV_FROZEN: "1"   # use lock file as is
+  UV_NO_EDITABLE: "1"  # test the build package, not the dev installation
+
 on:
   push:
     branches: [main]
@@ -15,18 +19,14 @@ jobs:
       - uses: actions/checkout@v4
       - name: Setup Env
         uses: ./.github/actions/setup-env
-        with:
-          python-version: "3.13"
-      - name: Install Python dependencies
-        run: poetry install --with dev --no-interaction
       - name: Execute pre-commit handler
         continue-on-error: true
         run: |
-          poetry run pre-commit run check-toml
-          poetry run pre-commit run trailing-whitespace
-          poetry run pre-commit run end-of-file-fixer
-          poetry run pre-commit run ruff
-          poetry run pre-commit run ruff-format
+          uv run pre-commit run check-toml
+          uv run pre-commit run trailing-whitespace
+          uv run pre-commit run end-of-file-fixer
+          uv run pre-commit run ruff
+          uv run pre-commit run ruff-format
       - name: Execute mypy
         run: |
           make mypy-core-report
diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
index 9176c6747..7937fa439 100644
--- a/.github/workflows/release-please.yml
+++ b/.github/workflows/release-please.yml
@@ -1,5 +1,9 @@
 name: Release Please
 
+env:
+  UV_FROZEN: "1"   # use lock file as is
+  UV_NO_EDITABLE: "1"  # test the build package, not the dev installation
+
 on:
   push:
     branches: [ main ]
@@ -28,8 +32,8 @@ jobs:
       - name: Set up Python
         uses: ./.github/actions/setup-env
       - name: build package
-        run: poetry build
-      # this action uploads packages from the `dist/` directory, which poetry has built in the previous step
+        run: uv build
+      # this action uploads packages from the `dist/` directory, which uv has built in the previous step
       # usable once we set up trusted publishing, see https://docs.pypi.org/trusted-publishers/using-a-publisher/
       - name: push package
         uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.gitignore b/.gitignore
index 9da9d0d32..0ed5b1619 100644
--- a/.gitignore
+++ b/.gitignore
@@ -29,7 +29,7 @@ pip-delete-this-directory.txt
 # Unit test / coverage reports
 htmlcov/
 .tox/
-.coverage
+.coverage*
 .cache
 nosetests.xml
 coverage.xml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 79f31bcfc..46b2ee963 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -22,7 +22,7 @@ repos:
     hooks:
       - id: mypy
         name: mypy
-        entry: poetry run mypy
+        entry: uv run mypy
         args: ["--config-file", "pyproject.toml"]
         files: "core"  # start with the core being type checked
         language: system
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 43b3dc8c3..7be4c7729 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,19 +1,21 @@
 # Read the Docs configuration file (see https://docs.readthedocs.io/en/stable/config-file/v2.html
 # for details).
-
+# https://docs.readthedocs.com/platform/stable/build-customization.html#install-dependencies-with-uv
 version: 2
 
 sphinx:
    configuration: conf.py
 
 build:
-  os: ubuntu-22.04
-  tools:
-    python: "3.10"
-
-  # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-1143587902s
-  jobs:
-    post_install:
-      - pip install poetry==2.1.2  # match version from poetry.lock
-      - poetry config virtualenvs.create false
-      - poetry install --all-extras
+   os: ubuntu-24.04
+   tools:
+      python: "3.13"
+   jobs:
+      pre_create_environment:
+         - asdf plugin add uv
+         - asdf install uv latest
+         - asdf global uv latest
+      create_environment:
+         - uv venv "${READTHEDOCS_VIRTUALENV_PATH}"
+      install:
+         - UV_PROJECT_ENVIRONMENT="${READTHEDOCS_VIRTUALENV_PATH}" uv sync --frozen --all-extras --group docs
diff --git a/Dockerfile b/Dockerfile
index 865771fa1..2cf139e2e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,29 +1,11 @@
 ARG PYTHON_VERSION=3.10
-FROM python:${PYTHON_VERSION}-slim-bookworm
-
-ENV POETRY_NO_INTERACTION=1 \
-    POETRY_VIRTUALENVS_IN_PROJECT=1 \
-    POETRY_VIRTUALENVS_CREATE=1 \
-    POETRY_CACHE_DIR=/tmp/poetry_cache
+# see https://docs.astral.sh/uv/guides/integration/docker/ for available images
+FROM ghcr.io/astral-sh/uv:python${PYTHON_VERSION}-bookworm-slim
 
 WORKDIR /workspace
-RUN pip install --upgrade pip \
-    && apt-get update \
-    && apt-get install -y freetds-dev \
-    && apt-get install -y make \
-    # no real need for keeping this image small at the moment
-    && :; # rm -rf /var/lib/apt/lists/*
-
-# install poetry
-RUN bash -c 'python -m venv /opt/poetry-venv && source $_/bin/activate && pip install poetry && ln -s $(which poetry) /usr/bin'
-
-# install dependencies with poetry
-COPY pyproject.toml .
-COPY poetry.lock .
-RUN poetry install --all-extras --with dev --no-root
 
 # copy project source
 COPY . .
 
-# install project with poetry
-RUN poetry install --all-extras --with dev
+# install dependencies with uv
+RUN uv sync --frozen --all-extras
diff --git a/Dockerfile.docs b/Dockerfile.docs
deleted file mode 100644
index 10944a7d2..000000000
--- a/Dockerfile.docs
+++ /dev/null
@@ -1,5 +0,0 @@
-FROM python:3.11-slim
-
-RUN pip install poetry
-
-WORKDIR /docs
diff --git a/Makefile b/Makefile
index 1e1dde603..19cd33a1d 100644
--- a/Makefile
+++ b/Makefile
@@ -12,43 +12,43 @@ DOCTESTS = $(addsuffix /doctests,$(filter-out modules/README.md,${PACKAGES}))
 
 
 install:  ## Set up the project for development
-	poetry install --all-extras
-	poetry run pre-commit install
+	uv sync --all-extras
+	uv run pre-commit install
 
 build:  ## Build the python package
-	poetry build && poetry run twine check dist/*
+	uv build && uv run twine check dist/*
 
 tests: ${TESTS}  ## Run tests for each package
 ${TESTS}: %/tests:
-	poetry run pytest -v --cov=testcontainers.$* $*/tests
+	uv run coverage run --parallel -m pytest -v  $*/tests
 
 coverage:  ## Target to combine and report coverage.
-	poetry run coverage combine
-	poetry run coverage report
-	poetry run coverage xml
-	poetry run coverage html
+	uv run coverage combine
+	uv run coverage report
+	uv run coverage xml
+	uv run coverage html
 
 lint:  ## Lint all files in the project, which we also run in pre-commit
-	poetry run pre-commit run -a
+	uv run pre-commit run --all-files
 
 mypy-core:  ## Run mypy on the core package
-	poetry run mypy --config-file pyproject.toml core
+	uv run mypy --config-file pyproject.toml core
 
 mypy-core-report:  ## Generate a report for mypy on the core package
-	poetry run mypy --config-file pyproject.toml core | poetry run python scripts/mypy_report.py
+	uv run mypy --config-file pyproject.toml core | uv run python scripts/mypy_report.py
 
 docs: ## Build the docs for the project
-	poetry run sphinx-build -nW . docs/_build
+	uv run --all-extras sphinx-build -nW . docs/_build
 
 # Target to build docs watching for changes as per https://stackoverflow.com/a/21389615
 docs-watch :
-	poetry run sphinx-autobuild . docs/_build # requires 'pip install sphinx-autobuild'
+	uv run sphinx-autobuild . docs/_build # requires 'pip install sphinx-autobuild'
 
 doctests: ${DOCTESTS}  ## Run doctests found across the documentation.
-	poetry run sphinx-build -b doctest . docs/_build
+	uv run --all-extras sphinx-build -b doctest . docs/_build
 
 ${DOCTESTS}: %/doctests:  ##  Run doctests found for a module.
-	poetry run sphinx-build -b doctest -c doctests $* docs/_build
+	uv run --all-extras sphinx-build -b doctest -c doctests $* docs/_build
 
 
 clean:  ## Remove generated files.
@@ -74,36 +74,6 @@ help:  ## Display command usage
 
 ## --------------------------------------
 
-DOCS_CONTAINER=mkdocs-container
-DOCS_IMAGE=mkdocs-poetry
-DOCS_DOCKERFILE := Dockerfile.docs
-
-.PHONY: clean-docs
-clean-docs:
-	@echo "Destroying docs"
-	@if docker ps -a --format '{{.Names}}' | grep -q '^$(DOCS_CONTAINER)$$'; then \
-		docker rm -f $(DOCS_CONTAINER); \
-	fi
-	@if docker images -q $(DOCS_IMAGE) | grep -q .; then \
-		docker rmi $(DOCS_IMAGE); \
-	fi
-
-.PHONY: docs-ensure-image
-docs-ensure-image:
-	@if [ -z "$$(docker images -q $(DOCS_IMAGE))" ]; then \
-		docker build -f $(DOCS_DOCKERFILE) -t $(DOCS_IMAGE) . ; \
-	fi
-
 .PHONY: serve-docs
-serve-docs: docs-ensure-image
-	docker run --rm --name $(DOCS_CONTAINER) -it -p 8000:8000 \
-		-v $(PWD):/testcontainers-go \
-		-w /testcontainers-go \
-		$(DOCS_IMAGE) bash -c "\
-			cd docs && poetry install --no-root && \
-			poetry run mkdocs serve -f ../mkdocs.yml -a 0.0.0.0:8000"
-
-# Needed if dependencies are added to the docs site
-.PHONY: export-docs-deps
-export-docs-deps:
-	cd docs && poetry export --without-hashes --output requirements.txt
+serve-docs:
+	uv run mkdocs serve -f mkdocs.yml -a 127.0.0.1:8000
diff --git a/README.md b/README.md
index 8dfff2cb5..ce9289693 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-[![Poetry](https://img.shields.io/endpoint?url=https://python-poetry.org/badge/v0.json)](https://python-poetry.org/)
+[![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)
 [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 ![PyPI - Version](https://img.shields.io/pypi/v/testcontainers)
 [![PyPI - License](https://img.shields.io/pypi/l/testcontainers.svg)](https://github.com/testcontainers/testcontainers-python/blob/main/LICENSE)
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 4bb4eec48..cf61a85bf 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -35,6 +35,7 @@ class Mount(TypedDict):
 
 class DockerContainer:
     """
+
     Basic container object to spin up Docker instances.
 
     Args:
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index 5bd64e67c..43ec020c0 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -23,9 +23,13 @@
 _DIND_PYTHON_VERSION = (3, 13)
 
 
-def _should_run_dind() -> bool:
-    # todo refine macos check -> run in ci but not locally
-    return not is_mac() and tuple([*sys.version_info][:2]) == _DIND_PYTHON_VERSION
+RUN_ONCE_IN_CI = pytest.mark.skipif(
+    bool(os.environ.get("CI")) and tuple([*sys.version_info][:2]) != _DIND_PYTHON_VERSION,
+    reason=(
+        f"To reduce load the DinD test are only executed "
+        f"in Python {'.'.join(map(str, _DIND_PYTHON_VERSION))} in the Pipeline."
+    ),
+)
 
 
 def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
@@ -46,7 +50,8 @@ def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
     return docker_host_ip
 
 
-@pytest.mark.skipif(_should_run_dind(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+@pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+@RUN_ONCE_IN_CI
 def test_wait_for_logs_docker_in_docker():
     # real dind isn't possible (AFAIK) in CI
     # forwarding the socket to a container port is at least somewhat the same
@@ -76,8 +81,10 @@ def test_wait_for_logs_docker_in_docker():
 
 
 @pytest.mark.skipif(
-    _should_run_dind(), reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS"
+    is_mac(),
+    reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS",
 )
+@RUN_ONCE_IN_CI
 def test_dind_inherits_network():
     client = DockerClient()
     try:
@@ -158,9 +165,9 @@ def get_docker_info() -> dict[str, Any]:
 
 
 # see https://forums.docker.com/t/get-a-containers-full-id-from-inside-of-itself
-@pytest.mark.xfail(reason="Does not work in rootles docker i.e. github actions")
+@pytest.mark.xfail(reason="Does not work in rootless docker i.e. github actions")
 @pytest.mark.inside_docker_check
-@pytest.mark.skipif(_should_run_dind() or not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
+@pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
 def test_find_host_network_in_dood() -> None:
     """
     Check that the correct host network is found for DooD
@@ -173,9 +180,11 @@ def test_find_host_network_in_dood() -> None:
 
 
 @pytest.mark.skipif(
-    _should_run_dind(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+    is_mac(),
+    reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
 )
 @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
+@RUN_ONCE_IN_CI
 def test_dood(python_testcontainer_image: str) -> None:
     """
     Run tests marked as inside_docker_check inside docker out of docker
@@ -187,7 +196,7 @@ def test_dood(python_testcontainer_image: str) -> None:
             DockerContainer(
                 image=python_testcontainer_image,
             )
-            .with_command("poetry run pytest -m inside_docker_check")
+            .with_command("uv run pytest -m inside_docker_check")
             .with_volume_mapping(docker_sock, docker_sock, "rw")
             # test also that the correct network was found
             # but only do this if not already inside a container
@@ -211,8 +220,10 @@ def test_dood(python_testcontainer_image: str) -> None:
 
 
 @pytest.mark.skipif(
-    _should_run_dind(), reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS"
+    is_mac(),
+    reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
 )
+@RUN_ONCE_IN_CI
 def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
     """
     Run selected tests in Docker in Docker
@@ -236,7 +247,7 @@ def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
             try:
                 with (
                     DockerContainer(image=python_testcontainer_image)
-                    .with_command("poetry run pytest -m inside_docker_check")
+                    .with_command("uv run pytest -m inside_docker_check")
                     .with_volume_mapping(str(cert_dir), "/certs")
                     # for some reason the docker client does not respect
                     # DOCKER_TLS_CERTDIR and looks in /root/.docker instead
diff --git a/core/tests/test_project_settings.py b/core/tests/test_project_settings.py
new file mode 100644
index 000000000..553a9d4e3
--- /dev/null
+++ b/core/tests/test_project_settings.py
@@ -0,0 +1,37 @@
+"""
+This test contains sanity check for the project settings
+"""
+
+import tomli  # TODO: Migrate to tomllib once we drop 3.10 support
+from pathlib import Path
+from typing import Any, Mapping, Final
+
+import pytest
+
+PROJECT_DIR: Final = Path(__file__).resolve().parent.parent.parent
+
+
+@pytest.fixture
+def pyproject_toml() -> Mapping[str, Any]:
+    with open(PROJECT_DIR / "pyproject.toml", "rb") as f:
+        return tomli.load(f)
+
+
+def test_wheel_dev_parity(pyproject_toml: Mapping[str, Any]) -> None:
+    """
+    The build wheel should contain the same modules like the develop installation
+
+    Because of our special layout we need two hatch settings for this.
+
+    This tests ensures that both lead to the same results.
+    """
+
+    wheel_modules = set(pyproject_toml["tool"]["hatch"]["build"]["targets"]["wheel"]["packages"])
+
+    # src modules create .pth files in site-packages. This folders are added to
+    # sys.path, therefore they need no "testcontainers" part to work.
+    src_modules = {
+        f"{module}/testcontainers"
+        for module in pyproject_toml["tool"]["hatch"]["build"]["targets"]["wheel"]["dev-mode-dirs"]
+    }
+    assert wheel_modules == src_modules
diff --git a/docs/contributing.md b/docs/contributing.md
index 2e5a27c2a..0ad083e2d 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -23,13 +23,11 @@ We recommend following these steps:
 You need to have the following tools available to you:
 
 - `make` - You'll need a GNU Make for common developer activities
-- `poetry` - This is the primary package manager for the project
-- `pyenv` **Recommended**: For installing python versions for your system.
-  Poetry infers the current latest version from what it can find on the `PATH` so you are still fine if you don't use `pyenv`.
+- `uv` - This is the primary package manager for the project
 
 ### Build and test
 
-- Run `make install` to get `poetry` to install all dependencies and set up `pre-commit`
+- Run `make install` to get `uv` to install all dependencies and set up `pre-commit`
   - **Recommended**: Run `make` or `make help` to see other commands available to you.
 - After this, you should have a working virtual environment and proceed with writing code with your favorite IDE
 - **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
diff --git a/docs/poetry.lock b/docs/poetry.lock
deleted file mode 100644
index ce279007d..000000000
--- a/docs/poetry.lock
+++ /dev/null
@@ -1,865 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
-
-[[package]]
-name = "babel"
-version = "2.17.0"
-description = "Internationalization utilities"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
-]
-
-[package.extras]
-dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
-
-[[package]]
-name = "backrefs"
-version = "5.9"
-description = "A wrapper around re and regex that adds additional back references."
-optional = false
-python-versions = ">=3.9"
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-[package.extras]
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-
-[[package]]
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-description = "Bash style brace expander."
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-[[package]]
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-[[package]]
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-
-[package.extras]
-watchmedo = ["PyYAML (>=3.10)"]
-
-[[package]]
-name = "wcmatch"
-version = "10.1"
-description = "Wildcard/glob file name matcher."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
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-
-[package.dependencies]
-bracex = ">=2.1.1"
-
-[[package]]
-name = "zipp"
-version = "3.23.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version == \"3.9\""
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-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.9,<4.0"
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diff --git a/docs/pyproject.toml b/docs/pyproject.toml
deleted file mode 100644
index e26c9b6d7..000000000
--- a/docs/pyproject.toml
+++ /dev/null
@@ -1,25 +0,0 @@
-[tool.poetry]
-name = "testcontainers-docs"
-version = "0.1.0"
-description = "Documentation site for testcontainers-python"
-authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
-maintainers = [
-    "Balint Bartha <totallyzen@users.noreply.github.com>",
-    "David Ankin <daveankin@gmail.com>",
-    "Vemund Santi <vemund@santi.no>",
-]
-
-[tool.poetry.dependencies]
-python = ">=3.9,<4.0"
-mkdocs = "^1.5.3"
-mkdocs-material = "^9.5.0"
-mkdocs-markdownextradata-plugin = "^0.2.6"
-mkdocs-codeinclude-plugin = "^0.2.1"
-mkdocs-include-markdown-plugin = "^7.1.8"
-
-[tool.poetry.requires-plugins]
-poetry-plugin-export = ">=1.8"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
diff --git a/docs/requirements.txt b/docs/requirements.txt
deleted file mode 100644
index b9dc0e93c..000000000
--- a/docs/requirements.txt
+++ /dev/null
@@ -1,36 +0,0 @@
-babel==2.17.0 ; python_version >= "3.9" and python_version < "4.0"
-backrefs==5.9 ; python_version >= "3.9" and python_version < "4.0"
-bracex==2.6 ; python_version >= "3.9" and python_version < "4.0"
-certifi==2025.10.5 ; python_version >= "3.9" and python_version < "4.0"
-charset-normalizer==3.4.3 ; python_version >= "3.9" and python_version < "4.0"
-click==8.1.8 ; python_version >= "3.9" and python_version < "4.0"
-colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0"
-ghp-import==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
-idna==3.10 ; python_version >= "3.9" and python_version < "4.0"
-importlib-metadata==8.7.0 ; python_version == "3.9"
-jinja2==3.1.6 ; python_version >= "3.9" and python_version < "4.0"
-markdown==3.9 ; python_version >= "3.9" and python_version < "4.0"
-markupsafe==3.0.3 ; python_version >= "3.9" and python_version < "4.0"
-mergedeep==1.3.4 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-codeinclude-plugin==0.2.1 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-get-deps==0.2.0 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-include-markdown-plugin==7.2.0 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-markdownextradata-plugin==0.2.6 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-material-extensions==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-material==9.6.21 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs==1.6.1 ; python_version >= "3.9" and python_version < "4.0"
-packaging==25.0 ; python_version >= "3.9" and python_version < "4.0"
-paginate==0.5.7 ; python_version >= "3.9" and python_version < "4.0"
-pathspec==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-platformdirs==4.4.0 ; python_version >= "3.9" and python_version < "4.0"
-pygments==2.19.2 ; python_version >= "3.9" and python_version < "4.0"
-pymdown-extensions==10.16.1 ; python_version >= "3.9" and python_version < "4.0"
-python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0"
-pyyaml-env-tag==1.1 ; python_version >= "3.9" and python_version < "4.0"
-pyyaml==6.0.3 ; python_version >= "3.9" and python_version < "4.0"
-requests==2.32.5 ; python_version >= "3.9" and python_version < "4.0"
-six==1.17.0 ; python_version >= "3.9" and python_version < "4.0"
-urllib3==2.5.0 ; python_version >= "3.9" and python_version < "4.0"
-watchdog==6.0.0 ; python_version >= "3.9" and python_version < "4.0"
-wcmatch==10.1 ; python_version >= "3.9" and python_version < "4.0"
-zipp==3.23.0 ; python_version == "3.9"
diff --git a/docs/system_requirements/index.md b/docs/system_requirements/index.md
index 74e0464da..c72d86828 100644
--- a/docs/system_requirements/index.md
+++ b/docs/system_requirements/index.md
@@ -1,6 +1,6 @@
 # Python versions
 
-The library supports Python >= 3.9, < 4.0.
+The library supports Python >= 3.9
 
 ## Updating your Python version
 
diff --git a/index.rst b/index.rst
index e0e288558..0facdd15b 100644
--- a/index.rst
+++ b/index.rst
@@ -141,8 +141,8 @@ Development and Contributing
 ----------------------------
 
 
-We recommend you use a `Poetry <https://python-poetry.org/docs/>`_ for development.
-After having installed `poetry`, you can run the following snippet to set up your local dev environment.
+We recommend you use a `uv <https://docs.astral.sh/uv/>`_ for development.
+After having installed `uv`, you can run the following snippet to set up your local dev environment.
 
 .. code-block:: bash
 
diff --git a/modules/memcached/setup.py b/modules/memcached/setup.py
deleted file mode 100644
index 0f4dd3234..000000000
--- a/modules/memcached/setup.py
+++ /dev/null
@@ -1,17 +0,0 @@
-from setuptools import find_namespace_packages, setup
-
-description = "Memcached component of testcontainers-python."
-
-setup(
-    name="testcontainers-memcached",
-    version="0.0.1rc1",
-    packages=find_namespace_packages(),
-    description=description,
-    long_description=description,
-    long_description_content_type="text/x-rst",
-    url="https://github.com/testcontainers/testcontainers-python",
-    install_requires=[
-        "testcontainers-core",
-    ],
-    python_requires=">=3.7",
-)
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index b25e8143a..000000000
--- a/poetry.lock
+++ /dev/null
@@ -1,8435 +0,0 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
-
-[[package]]
-name = "aiofiles"
-version = "25.1.0"
-description = "File support for asyncio."
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version < \"4.0\" and extra == \"keycloak\""
-files = [
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-]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.6.1"
-description = "Happy Eyeballs for asyncio"
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
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-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[[package]]
-name = "aiohttp"
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-description = "Async http client/server framework (asyncio)"
-optional = true
-python-versions = ">=3.9"
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-    {file = "zstandard-0.25.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4b14abacf83dfb5c25eb4e4a79520de9e7e205f72c9ee7702f91233ae57d33a2"},
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-    {file = "zstandard-0.25.0-cp39-cp39-win32.whl", hash = "sha256:1cd5da4d8e8ee0e88be976c294db744773459d51bb32f707a0f166e5ad5c8649"},
-    {file = "zstandard-0.25.0-cp39-cp39-win_amd64.whl", hash = "sha256:37daddd452c0ffb65da00620afb8e17abd4adaae6ce6310702841760c2c26860"},
-    {file = "zstandard-0.25.0.tar.gz", hash = "sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b"},
-]
-
-[package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "PyPI-public"
-
-[extras]
-arangodb = ["python-arango"]
-aws = ["boto3", "httpx"]
-azurite = ["azure-storage-blob"]
-cassandra = []
-chroma = ["chromadb-client"]
-clickhouse = []
-cockroachdb = []
-cosmosdb = ["azure-cosmos"]
-db2 = ["ibm_db_sa", "sqlalchemy"]
-elasticsearch = []
-generic = ["httpx", "redis"]
-google = ["google-cloud-datastore", "google-cloud-pubsub"]
-influxdb = ["influxdb", "influxdb-client"]
-k3s = ["kubernetes", "pyyaml"]
-kafka = []
-keycloak = ["python-keycloak"]
-localstack = ["boto3"]
-mailpit = ["cryptography"]
-memcached = []
-milvus = []
-minio = ["minio"]
-mongodb = ["pymongo"]
-mqtt = []
-mssql = ["pymssql", "sqlalchemy"]
-mysql = ["pymysql", "sqlalchemy"]
-nats = ["nats-py"]
-neo4j = ["neo4j"]
-nginx = []
-ollama = []
-openfga = ["openfga-sdk"]
-opensearch = ["opensearch-py"]
-oracle = ["oracledb", "sqlalchemy"]
-oracle-free = ["oracledb", "sqlalchemy"]
-postgres = []
-qdrant = ["qdrant-client"]
-rabbitmq = ["pika"]
-redis = ["redis"]
-registry = ["bcrypt"]
-scylla = ["cassandra-driver"]
-selenium = ["selenium"]
-sftp = ["cryptography"]
-test-module-import = ["httpx"]
-trino = ["trino"]
-vault = []
-weaviate = ["weaviate-client"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.10"
-content-hash = "b52b8f3b08e45d7d0e41006651ccdf1f88d04db0ec1cc2a25b56438408195fce"
diff --git a/pyproject.toml b/pyproject.toml
index 8a5483aa2..f983a2e3e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,258 +1,306 @@
-[tool.poetry]
+[project]
 name = "testcontainers"
 version = "4.14.1"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
-authors = ["Sergey Pirogov <automationremarks@gmail.com>"]
+readme = "README.md"
+requires-python = ">=3.10"
+license = "Apache-2.0"
+license-file = ["LICENSE.txt"]
+
+authors = [{ name = "Sergey Pirogov", email = "automationremarks@gmail.com" }]
+
 maintainers = [
-    "Balint Bartha <totallyzen@users.noreply.github.com>",
-    "David Ankin <daveankin@gmail.com>",
-    "Vemund Santi <vemund@santi.no>",
+  { name = "Balint Bartha", email = "totallyzen@users.noreply.github.com" },
+  { name = "David Ankin", email = "daveankin@gmail.com" },
+  { name = "Vemund Santi", email = "vemund@santi.no" },
 ]
-readme = "README.md"
+
 keywords = ["testing", "logging", "docker", "test automation"]
-license = "Apache-2.0"
+
 classifiers = [
-    "License :: OSI Approved :: Apache Software License",
-    "Intended Audience :: Information Technology",
-    "Intended Audience :: Developers",
-    "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
-    "Programming Language :: Python :: 3.10",
-    "Programming Language :: Python :: 3.11",
-    "Programming Language :: Python :: 3.12",
-    "Programming Language :: Python :: 3.13",
-    "Programming Language :: Python :: 3.14",
-    "Topic :: Software Development :: Libraries :: Python Modules",
-    "Operating System :: Microsoft :: Windows",
-    "Operating System :: POSIX",
-    "Operating System :: Unix",
-    "Operating System :: MacOS",
+  "License :: OSI Approved :: Apache Software License",
+  "Intended Audience :: Information Technology",
+  "Intended Audience :: Developers",
+  "Programming Language :: Python :: 3",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+  "Programming Language :: Python :: 3.13",
+  "Programming Language :: Python :: 3.14",
+  "Topic :: Software Development :: Libraries :: Python Modules",
+  "Operating System :: Microsoft :: Windows",
+  "Operating System :: POSIX",
+  "Operating System :: Unix",
+  "Operating System :: MacOS",
 ]
-# testcontainers-core is a proper package dependency - only modules needed here
-packages = [
-    { include = "testcontainers", from = "core" },
-    { include = "testcontainers", from = "modules/arangodb" },
-    { include = "testcontainers", from = "modules/aws" },
-    { include = "testcontainers", from = "modules/azurite" },
-    { include = "testcontainers", from = "modules/cassandra" },
-    { include = "testcontainers", from = "modules/chroma" },
-    { include = "testcontainers", from = "modules/clickhouse" },
-    { include = "testcontainers", from = "modules/cockroachdb" },
-    { include = "testcontainers", from = "modules/cosmosdb" },
-    { include = "testcontainers", from = "modules/db2" },
-    { include = "testcontainers", from = "modules/elasticsearch" },
-    { include = "testcontainers", from = "modules/generic" },
-    { include = "testcontainers", from = "modules/test_module_import" },
-    { include = "testcontainers", from = "modules/google" },
-    { include = "testcontainers", from = "modules/influxdb" },
-    { include = "testcontainers", from = "modules/k3s" },
-    { include = "testcontainers", from = "modules/kafka" },
-    { include = "testcontainers", from = "modules/keycloak" },
-    { include = "testcontainers", from = "modules/localstack" },
-    { include = "testcontainers", from = "modules/mailpit" },
-    { include = "testcontainers", from = "modules/memcached" },
-    { include = "testcontainers", from = "modules/minio" },
-    { include = "testcontainers", from = "modules/milvus" },
-    { include = "testcontainers", from = "modules/mongodb" },
-    { include = "testcontainers", from = "modules/mqtt" },
-    { include = "testcontainers", from = "modules/mssql" },
-    { include = "testcontainers", from = "modules/mysql" },
-    { include = "testcontainers", from = "modules/nats" },
-    { include = "testcontainers", from = "modules/neo4j" },
-    { include = "testcontainers", from = "modules/nginx" },
-    { include = "testcontainers", from = "modules/ollama" },
-    { include = "testcontainers", from = "modules/openfga" },
-    { include = "testcontainers", from = "modules/opensearch" },
-    { include = "testcontainers", from = "modules/oracle-free" },
-    { include = "testcontainers", from = "modules/postgres" },
-    { include = "testcontainers", from = "modules/qdrant" },
-    { include = "testcontainers", from = "modules/rabbitmq" },
-    { include = "testcontainers", from = "modules/redis" },
-    { include = "testcontainers", from = "modules/registry" },
-    { include = "testcontainers", from = "modules/sftp" },
-    { include = "testcontainers", from = "modules/selenium" },
-    { include = "testcontainers", from = "modules/scylla" },
-    { include = "testcontainers", from = "modules/trino" },
-    { include = "testcontainers", from = "modules/vault" },
-    { include = "testcontainers", from = "modules/weaviate" },
+dependencies = [
+  "docker",
+  "urllib3",
+  "wrapt",
+  "typing-extensions",
+  "python-dotenv",
 ]
 
-[tool.poetry.urls]
-"GitHub" = "https://github.com/testcontainers/testcontainers-python"
+[project.urls]
+Homepage = "https://github.com/testcontainers/testcontainers-python"
+Repository = "https://github.com/testcontainers/testcontainers-python"
 "Issue Tracker" = "https://github.com/testcontainers/testcontainers-python/issues"
 
-[tool.poetry.dependencies]
-python = ">=3.10"
-docker = "*"            # ">=4.0"
-urllib3 = "*"           # "<2.0"
-wrapt = "*"             # "^1.16.0"
-typing-extensions = "*"
-python-dotenv = "*"
-
-# community modules
-python-arango = { version = "^8", optional = true }
-azure-storage-blob = { version = "^12", optional = true }
-cassandra-driver = { version = "^3", optional = true }
-#clickhouse-driver = { version = "*", optional = true }
-google-cloud-pubsub = { version = "^2", optional = true }
-google-cloud-datastore = { version = "^2", optional = true }
-influxdb = { version = "^5", optional = true }
-influxdb-client = { version = "^1", optional = true }
-kubernetes = { version = "*", optional = true }
-pyyaml = { version = ">=6.0.3", optional = true }
-python-keycloak = { version = "^6", optional = true, markers = "python_version < '4.0'" }
-boto3 = { version = "^1", optional = true }
-minio = { version = "^7", optional = true }
-nats-py = { version = "^2", optional = true }
-pymongo = { version = "^4", optional = true }
-sqlalchemy = { version = "^2", optional = true }
-pymssql = { version = "^2", optional = true }
-pymysql = { version = "^1", extras = ["rsa"], optional = true }
-neo4j = { version = "^6", optional = true }
-openfga-sdk = { version = "*", optional = true }
-opensearch-py = { version = "^3", optional = true, markers = "python_version < '4.0'" }
-oracledb = { version = "^3", optional = true }
-pika = { version = "^1", optional = true }
-redis = { version = "^7", optional = true }
-selenium = { version = "^4", optional = true }
-weaviate-client = { version = "^4", optional = true }
-chromadb-client = { version = "^1", optional = true }
-qdrant-client = { version = "^1", optional = true }
-bcrypt = { version = "^5", optional = true }
-azure-cosmos = { version = "^4", optional = true }
-cryptography = { version = "*", optional = true }
-trino = { version = "*", optional = true }
-ibm_db_sa = { version = "*", optional = true, markers = "platform_machine != 'aarch64' and platform_machine != 'arm64'" }
-pydantic = { version = "^2", optional = true } # upgrade for 3.14 compat (uses pyo3)
-rpds-py = { version = "*", optional = true }
-grpcio = { version = "^1", optional = true }
-markupsafe = { version = "^3", optional = true }
-ujson = { version = "^5", optional = true }
-aiohttp = { version = "^3", optional = true }
-grpcio-tools = { version = "^1", optional = true }
-msgpack = { version = "^1", optional = true }
-pandas = { version = "^2", optional = true }
-httpx = { version = "*", optional = true }
-httpcore = { version = "^1", optional = true } # we could fix this for everyone but this is httpx's responsibility
-
-[tool.poetry.group.numpy_old.dependencies]
-numpy = { version = ">=2.0", optional = true, markers = "python_version < '3.11'" }
-[tool.poetry.group.numpy_new.dependencies]
-numpy = { version = ">=2.3.4", optional = true, markers = "python_version >= '3.11'" }
-
-[tool.poetry.group.clickhouse-driver_old.dependencies]
-clickhouse-driver = { version = ">=0.1.5", optional = true, markers = "python_version < '3.11'" }
-[tool.poetry.group.clickhouse-driver_new.dependencies]
-clickhouse-driver = { version = ">=0.2.10", optional = true, markers = "python_version >= '3.11' and python_version < '4'"  }
-
-[tool.poetry.extras]
-arangodb = ["python-arango"]
-aws = ["boto3", "httpx"]
-azurite = ["azure-storage-blob"]
+[project.optional-dependencies]
+arangodb = ["python-arango>=8"]
+aws = ["boto3>=1", "httpx"]
+azurite = ["azure-storage-blob>=12"]
 cassandra = []
 clickhouse = ["clickhouse-driver"]
-cosmosdb = ["azure-cosmos"]
+cosmosdb = ["azure-cosmos>=4"]
 cockroachdb = []
-db2 = ["sqlalchemy", "ibm_db_sa"]
+db2 = [
+  "sqlalchemy>=2",
+  "ibm_db_sa; platform_machine != 'aarch64' and platform_machine != 'arm64'",
+]
 elasticsearch = []
 generic = [
-    "httpx",
-    "redis",
-] # The advance doctests for ServerContainer require redis
+  "httpx",
+  "redis>=7",
+]
 test_module_import = ["httpx"]
-google = ["google-cloud-pubsub", "google-cloud-datastore"]
-influxdb = ["influxdb", "influxdb-client"]
-k3s = ["kubernetes", "pyyaml"]
+google = [
+  "google-cloud-pubsub>=2",
+  "google-cloud-datastore>=2",
+]
+influxdb = [
+  "influxdb>=5",
+  "influxdb-client>=1",
+]
+k3s = ["kubernetes", "pyyaml>=6.0.3"]
 kafka = []
-keycloak = ["python-keycloak"]
-localstack = ["boto3"]
+keycloak = ["python-keycloak>=6; python_version < '4.0'"]
+localstack = ["boto3>=1"]
 mailpit = ["cryptography"]
 memcached = []
-minio = ["minio"]
+minio = ["minio>=7"]
 milvus = []
-mongodb = ["pymongo"]
+mongodb = ["pymongo>=4"]
 mqtt = []
-mssql = ["sqlalchemy", "pymssql"]
-mysql = ["sqlalchemy", "pymysql"]
-nats = ["nats-py"]
-neo4j = ["neo4j"]
+mssql = ["sqlalchemy>=2", "pymssql>=2"]
+mysql = ["sqlalchemy>=2", "pymysql[rsa]>=1"]
+nats = ["nats-py>=2"]
+neo4j = ["neo4j>=6"]
 nginx = []
 openfga = ["openfga-sdk"]
-opensearch = ["opensearch-py"]
+opensearch = ["opensearch-py>=3; python_version < '4.0'"]
 ollama = []
-oracle = ["sqlalchemy", "oracledb"]
-oracle-free = ["sqlalchemy", "oracledb"]
+oracle = ["sqlalchemy>=2", "oracledb>=3"]
+oracle-free = ["sqlalchemy>=2", "oracledb>=3"]
 postgres = []
-qdrant = ["qdrant-client"]
-rabbitmq = ["pika"]
-redis = ["redis"]
-registry = ["bcrypt"]
-selenium = ["selenium"]
-scylla = ["cassandra-driver"]
+qdrant = ["qdrant-client>=1"]
+rabbitmq = ["pika>=1"]
+redis = ["redis>=7"]
+registry = ["bcrypt>=5"]
+selenium = ["selenium>=4"]
+scylla = ["cassandra-driver>=3"]
 sftp = ["cryptography"]
 vault = []
-weaviate = ["weaviate-client"]
-chroma = ["chromadb-client"]
+weaviate = ["weaviate-client>=4"]
+chroma = ["chromadb-client>=1"]
 trino = ["trino"]
 
-[tool.poetry.group.dev.dependencies]
-pytest = "^9"
-pytest-asyncio = "^1"
-pytest-cov = "^7"
-pytest-mock = "^3"
-mypy = "^1"
-ruff = "*"
-pre-commit = "^4"
-sphinx = [
-    { version = "^8", markers = "python_version < '3.11'" },
-    { version = "^9", markers = "python_version >= '3.11'" },
+# ---------- Dependency groups (uv-friendly; avoids tool lock-in for dev/test sets) ----------
+# This structure is intentionally PEP-ish (dependency groups). uv supports it.
+[dependency-groups]
+test = [
+  "pytest>=9",
+  "pytest-asyncio>=1",
+  "pytest-cov>=7",
+  "pytest-mock>=3",
+  # TODO: Check what test requirements are really need and for which modules
+  #       Make a group for each module requiring extra deps in order to test
+  #       Each module with minimal extra depencies
+  "sqlalchemy>=2",
+  "psycopg2-binary==2.9.11",
+  "pg8000==1.31.5",
+  "psycopg>=3",
+  "cassandra-driver>=3",
+  "kafka-python-ng>=2",
+  "hvac>=2; python_version < '4.0'",
+  "pymilvus>=2",
+  "paho-mqtt>=2",
+  "sqlalchemy-cockroachdb>=2",
+  "paramiko>=4",
+  "twine>=6.2.0",
+  "anyio>=4",
+  "tomli", # required for pyproject.toml tests, TODO: remove once we drop py3.10 support
+]
+lint = [
+  "mypy>=1",
+  "types-paramiko>=4",
+  "ruff",
+  "pre-commit>=4",
+]
+docs = [
+  "sphinx>=8; python_version < '3.11'",
+  "sphinx>=9; python_version >= '3.11'",
+  # TODO: Remove upper bounds of mkdocs and trust the locking/updating instead
+  "mkdocs>=1.5.3,<2.0.0",
+  "mkdocs-material>=9.5.0,<10.0.0",
+  "mkdocs-markdownextradata-plugin>=0.2.6,<0.3.0",
+  "mkdocs-codeinclude-plugin>=0.2.1,<0.3.0",
+  "mkdocs-include-markdown-plugin>=7.1.8,<8.0.0",
+]
+dev = [
+    {include-group = "test"},
+    {include-group = "lint"},
+    {include-group = "docs"},
 ]
-twine = "6.2.0"
-anyio = "^4"
-# for tests only
-sqlalchemy = "^2"
-psycopg2-binary = "2.9.11"
-pg8000 = "1.31.5"
-psycopg = "^3"
-cassandra-driver = "^3"
-kafka-python-ng = "^2"
-hvac = { version = "^2", markers = "python_version < '4.0'" }
-pymilvus = "^2"
-paho-mqtt = "^2"
-sqlalchemy-cockroachdb = "^2"
-paramiko = "^4"
-types-paramiko = "^4"
 
-[[tool.poetry.source]]
-name = "PyPI-public"
-url = "https://pypi.org/simple/"
-priority = "primary"
 
-[tool.black]
-line-length = 120
+# ---------- Hatchling build configuration ----------
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build]
+# If you build sdists, you probably want to include core/ + modules/ in the sdist.
+# Adjust as needed.
+include = [
+  "core/**",
+  "modules/**",
+  "README.md",
+  "LICENSE*",
+  "pyproject.toml",
+]
 
+# TODO: Remove all this below once the project moved to `src` layout
+[tool.hatch.build.targets.wheel]
+# Mirror Poetry's multi-source package includes. Each path contains a "testcontainers" package.
+packages = [
+  "core/testcontainers",
+  "modules/arangodb/testcontainers",
+  "modules/aws/testcontainers",
+  "modules/azurite/testcontainers",
+  "modules/cassandra/testcontainers",
+  "modules/chroma/testcontainers",
+  "modules/clickhouse/testcontainers",
+  "modules/cockroachdb/testcontainers",
+  "modules/cosmosdb/testcontainers",
+  "modules/db2/testcontainers",
+  "modules/elasticsearch/testcontainers",
+  "modules/generic/testcontainers",
+  "modules/test_module_import/testcontainers",
+  "modules/google/testcontainers",
+  "modules/influxdb/testcontainers",
+  "modules/k3s/testcontainers",
+  "modules/kafka/testcontainers",
+  "modules/keycloak/testcontainers",
+  "modules/localstack/testcontainers",
+  "modules/mailpit/testcontainers",
+  "modules/memcached/testcontainers",
+  "modules/minio/testcontainers",
+  "modules/milvus/testcontainers",
+  "modules/mongodb/testcontainers",
+  "modules/mqtt/testcontainers",
+  "modules/mssql/testcontainers",
+  "modules/mysql/testcontainers",
+  "modules/nats/testcontainers",
+  "modules/neo4j/testcontainers",
+  "modules/nginx/testcontainers",
+  "modules/ollama/testcontainers",
+  "modules/openfga/testcontainers",
+  "modules/opensearch/testcontainers",
+  "modules/oracle-free/testcontainers",
+  "modules/postgres/testcontainers",
+  "modules/qdrant/testcontainers",
+  "modules/rabbitmq/testcontainers",
+  "modules/redis/testcontainers",
+  "modules/registry/testcontainers",
+  "modules/sftp/testcontainers",
+  "modules/selenium/testcontainers",
+  "modules/scylla/testcontainers",
+  "modules/trino/testcontainers",
+  "modules/vault/testcontainers",
+  "modules/weaviate/testcontainers",
+]
+# Yeah we need to duplicate this folders here for hatchling to work, really waiting for src layout
+# There is a test that ensures both list are identical
+dev-mode-dirs = [
+  "core",
+  "modules/arangodb",
+  "modules/aws",
+  "modules/azurite",
+  "modules/cassandra",
+  "modules/chroma",
+  "modules/clickhouse",
+  "modules/cockroachdb",
+  "modules/cosmosdb",
+  "modules/db2",
+  "modules/elasticsearch",
+  "modules/generic",
+  "modules/test_module_import",
+  "modules/google",
+  "modules/influxdb",
+  "modules/k3s",
+  "modules/kafka",
+  "modules/keycloak",
+  "modules/localstack",
+  "modules/mailpit",
+  "modules/memcached",
+  "modules/minio",
+  "modules/milvus",
+  "modules/mongodb",
+  "modules/mqtt",
+  "modules/mssql",
+  "modules/mysql",
+  "modules/nats",
+  "modules/neo4j",
+  "modules/nginx",
+  "modules/ollama",
+  "modules/openfga",
+  "modules/opensearch",
+  "modules/oracle-free",
+  "modules/postgres",
+  "modules/qdrant",
+  "modules/rabbitmq",
+  "modules/redis",
+  "modules/registry",
+  "modules/sftp",
+  "modules/selenium",
+  "modules/scylla",
+  "modules/trino",
+  "modules/vault",
+  "modules/weaviate",
+]
+
+# ---------- Tool configs----------
 [tool.pytest.ini_options]
 addopts = "--tb=short --strict-markers"
 log_cli = true
 log_cli_level = "INFO"
 markers = [
-    "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected",
+  "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected",
 ]
 filterwarnings = [
-    # Suppress expected deprecation warnings for backwards compatibility testing
-    "ignore:The @wait_container_is_ready decorator is deprecated.*:DeprecationWarning",
-    "ignore:The wait_for function is deprecated and will be removed in a future version.*:DeprecationWarning",
-    "ignore:The wait_for_logs function with string or callable predicates is deprecated.*:DeprecationWarning",
+  "ignore:The @wait_container_is_ready decorator is deprecated.*:DeprecationWarning",
+  "ignore:The wait_for function is deprecated and will be removed in a future version.*:DeprecationWarning",
+  "ignore:The wait_for_logs function with string or callable predicates is deprecated.*:DeprecationWarning",
 ]
 
 [tool.coverage.run]
+relative_files = true
+source = ["testcontainers.core"]  # we only check coverage for core atm
 branch = true
 omit = ["oracle.py"]
 
 [tool.coverage.report]
 exclude_lines = [
-    "pass",
-    "raise NotImplementedError", # TODO: used in core/generic.py, not sure we need DbContainer
+  "pass",
+  "raise NotImplementedError",
+]
+
+[tool.coverage.paths]
+source = [
+    "core/testcontainers",
+    "*/site-packages/testcontainers",
+    "*/dist-packages/testcontainers",
 ]
 
 [tool.ruff]
@@ -265,51 +313,29 @@ src = ["core", "modules/*"]
 fixable = ["I"]
 exclude = ["**/tests/**/*.py"]
 select = [
-    # flake8-2020
-    "YTT",
-    # flake8-bugbear
-    "B",
-    # flake8-builtins
-    "A",
-    # flake8-comprehensions
-    "C4",
-    # flake8-debugger
-    "T10",
-    # flake8-print
-    "T20",
-    # flake8-pytest-style
-    "PT",
-    # flake8-simplify
-    "SIM",
-    # flake8-tidy-imports
-    "TID",
-    # flake8-type-checking
-    "TC",
-    # isort
-    "I",
-    # mccabe
-    "C90",
-    # pycodestyle
-    "E",
-    "W",
-    # pyflakes
-    "F",
-    # pygrep-hooks
-    "PGH",
-    # pyupgrade
-    "UP",
-    # ruff
-    "RUF",
-    # TODO: security, enable via line below
-    # "S",
+  "YTT",
+  "B",
+  "A",
+  "C4",
+  "T10",
+  "T20",
+  "PT",
+  "SIM",
+  "TID",
+  "TC",
+  "I",
+  "C90",
+  "E",
+  "W",
+  "F",
+  "PGH",
+  "UP",
+  "RUF",
 ]
 ignore = [
-    # line too long (already checked by black)
-    "E501",
-    # the must-have __init__.py (we are using package namespaces)
-    "INP001",
-    # we do have some imports shadowing builtins
-    "A004",
+  "E501",
+  "INP001",
+  "A004",
 ]
 
 [tool.ruff.lint.per-file-ignores]
@@ -330,66 +356,31 @@ pretty = true
 show_error_codes = true
 warn_return_any = true
 strict = true
-# fast_module_lookup = true
 modules = ["testcontainers.core"]
 mypy_path = [
-    "core",
-    #    "modules/arangodb",
-    #    "modules/azurite",
-    #    "modules/cassandra",
-    #    "modules/clickhouse",
-    #    "modules/elasticsearch",
-    #    "modules/google",
-    #    "modules/k3s",
-    #    "modules/kafka",
-    #    "modules/keycloak",
-    #    "modules/localstack",
-    "modules/mailpit",
-    #    "modules/minio",
-    #    "modules/mongodb",
-    #    "modules/mssql",
-    #    "modules/mysql",
-    #    "modules/neo4j",
-    #    "modules/nginx",
-    #    "modules/ollama",
-    #    "modules/openfga",
-    #    "modules/opensearch",
-    #    "modules/oracle",
-    #    "modules/postgres",
-    #    "modules/rabbitmq",
-    #    "modules/redis",
-    #    "modules/selenium"
-    "modules/sftp",
-    #    "modules/vault"
-    #    "modules/weaviate"
+  "core",
+  "modules/mailpit",
+  "modules/sftp",
 ]
 enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
 
 [[tool.mypy.overrides]]
-module = ['tests.*']
-# in pytest we allow fixtures to be more relaxed, though we check the untyped functions
+module = ["tests.*"]
 check_untyped_defs = true
-disable_error_code = ['no-untyped-def']
+disable_error_code = ["no-untyped-def"]
 
 [[tool.mypy.overrides]]
-module = ['docker.*']
-# docker still doesn't have type annotations (not even 7.0)
+module = ["docker.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = ['wrapt.*']
-# wrapt doesn't have type annotations
+module = ["wrapt.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = ['requests.*']
-# requests doesn't have type annotations
+module = ["requests.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = ['testcontainers.registry']
+module = ["testcontainers.registry"]
 ignore_missing_imports = true
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index f77d057b5..000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-mkdocs==1.3.0
-mkdocs-codeinclude-plugin==0.2.0
-mkdocs-material==8.1.3
-mkdocs-markdownextradata-plugin==0.2.5
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 000000000..5b0f9e1cc
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,5831 @@
+version = 1
+revision = 3
+requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.14' and python_full_version < '4'",
+    "python_full_version == '3.13.*'",
+    "python_full_version == '3.12.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '4'",
+    "python_full_version < '3.11'",
+]
+
+[[package]]
+name = "aiofiles"
+version = "25.1.0"
+source = { registry = "https://pypi.org/simple" }
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+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
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+[[package]]
+name = "aiohttp"
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+dependencies = [
+    { name = "aiohappyeyeballs" },
+    { name = "aiosignal" },
+    { name = "async-timeout", marker = "python_full_version < '3.11'" },
+    { name = "attrs" },
+    { name = "frozenlist" },
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From 44dd40b48c3a5020b487bae5d460124d9e594ac3 Mon Sep 17 00:00:00 2001
From: Jack Burridge <jackburridge@users.noreply.github.com>
Date: Thu, 5 Feb 2026 16:17:18 +0000
Subject: [PATCH 086/208] feat(kafka): allow configurable listener name and
 security protocol (#966)

closes
https://github.com/testcontainers/testcontainers-python/issues/965
---
 modules/kafka/testcontainers/kafka/__init__.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/modules/kafka/testcontainers/kafka/__init__.py b/modules/kafka/testcontainers/kafka/__init__.py
index 8eb4f7183..315c16ce5 100644
--- a/modules/kafka/testcontainers/kafka/__init__.py
+++ b/modules/kafka/testcontainers/kafka/__init__.py
@@ -60,17 +60,21 @@ def __init__(
         image: str = "confluentinc/cp-kafka:7.6.0",
         port: int = 9093,
         wait_strategy_check_string: str = r".*\[KafkaServer id=\d+\] started.*",
+        listener_name: str = "PLAINTEXT",
+        security_protocol: str = "PLAINTEXT",
         **kwargs,
     ) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(image, **kwargs)
         self.port = port
+        self.listener_name = listener_name
+        self.security_protocol = security_protocol
         self.kraft_enabled = False
         self.wait_for: re.Pattern[str] = re.compile(wait_strategy_check_string)
         self.boot_command = ""
         self.cluster_id = "MkU3OEVBNTcwNTJENDM2Qk"
-        self.listeners = f"PLAINTEXT://0.0.0.0:{self.port},BROKER://0.0.0.0:9092"
-        self.security_protocol_map = "BROKER:PLAINTEXT,PLAINTEXT:PLAINTEXT"
+        self.listeners = f"{listener_name}://0.0.0.0:{self.port},BROKER://0.0.0.0:9092"
+        self.security_protocol_map = f"BROKER:PLAINTEXT,{listener_name}:{security_protocol}"
 
         self.with_exposed_ports(self.port)
         self.with_env("KAFKA_LISTENERS", self.listeners)
@@ -160,9 +164,9 @@ def tc_start(self) -> None:
         host = self.get_container_host_ip()
         port = self.get_exposed_port(self.port)
         if kafka_config.limit_broker_to_first_host:
-            listeners = f"PLAINTEXT://{host}:{port},BROKER://$(hostname -i | cut -d' ' -f1):9092"
+            listeners = f"{self.listener_name}://{host}:{port},BROKER://$(hostname -i | cut -d' ' -f1):9092"
         else:
-            listeners = f"PLAINTEXT://{host}:{port},BROKER://$(hostname -i):9092"
+            listeners = f"{self.listener_name}://{host}:{port},BROKER://$(hostname -i):9092"
         data = (
             dedent(
                 f"""

From 5c67efb8e51885021e6d41cd8bc60300978a8377 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 18 Mar 2026 01:18:32 -0400
Subject: [PATCH 087/208] chore(main): release testcontainers 4.14.2 (#969)

:robot: I have created a release *beep* *boop*
---


##
[4.14.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.1...testcontainers-v4.14.2)
(2026-03-18)


### Features

* **kafka:** allow configurable listener name and security protocol
([#966](https://github.com/testcontainers/testcontainers-python/issues/966))
([44dd40b](https://github.com/testcontainers/testcontainers-python/commit/44dd40b48c3a5020b487bae5d460124d9e594ac3))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json | 2 +-
 CHANGELOG.md                          | 7 +++++++
 pyproject.toml                        | 2 +-
 3 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index b21ec8097..1d17cc812 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.14.1"
+    ".": "4.14.2"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index db72f034b..7ce24ff24 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [4.14.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.1...testcontainers-v4.14.2) (2026-03-18)
+
+
+### Features
+
+* **kafka:** allow configurable listener name and security protocol ([#966](https://github.com/testcontainers/testcontainers-python/issues/966)) ([44dd40b](https://github.com/testcontainers/testcontainers-python/commit/44dd40b48c3a5020b487bae5d460124d9e594ac3))
+
 ## [4.14.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.0...testcontainers-v4.14.1) (2026-01-31)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index f983a2e3e..44c5affd6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.14.1"  # auto-incremented by release-please
+version = "4.14.2"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From b12ae13e589a4ffe326c162a38df56eb30521d69 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Wed, 18 Mar 2026 07:27:34 +0200
Subject: [PATCH 088/208] fix(core): wait for ryuk more reliably, improve
 tests: long_running, filter logs (#984)

This was originally only to fix
https://github.com/testcontainers/testcontainers-python/issues/983 but I
took the time to fix some other stuff that made reading and running the
tests less optimal.

- Fix test_ryuk flakiness: replace fixed sleep with polling helper
(_wait_for_container_removed) that waits for Ryuk to finish reaping
- Suppress expected error logs in test_compose_volumes and
test_wait_strategies to reduce test noise
- Add __test__ = False to TestcontainersConfiguration to prevent pytest
from trying to collect it as a test class
- Add `long_running` pytest marker to pyproject.toml
- Mark DinD/DooD tests as long_running since they build Docker images
and take x4 than all the other tests combined
- Add `quick-core-tests` Makefile target to run core tests excluding
long_running tests for faster feedback loops

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 Makefile                            |  7 +++++--
 core/testcontainers/core/config.py  |  2 ++
 core/tests/test_compose.py          | 10 +++++++---
 core/tests/test_docker_in_docker.py |  2 ++
 core/tests/test_ryuk.py             | 28 ++++++++++++++++++++++++++--
 core/tests/test_wait_strategies.py  | 11 +++++++----
 pyproject.toml                      |  5 +++--
 uv.lock                             | 16 ++++++++--------
 8 files changed, 60 insertions(+), 21 deletions(-)

diff --git a/Makefile b/Makefile
index 19cd33a1d..680b5d038 100644
--- a/Makefile
+++ b/Makefile
@@ -20,7 +20,10 @@ build:  ## Build the python package
 
 tests: ${TESTS}  ## Run tests for each package
 ${TESTS}: %/tests:
-	uv run coverage run --parallel -m pytest -v  $*/tests
+	uv run coverage run --parallel -m pytest -v $*/tests
+
+quick-core-tests:  ## Run core tests excluding long_running
+	uv run coverage run --parallel -m pytest -v -m "not long_running" core/tests
 
 coverage:  ## Target to combine and report coverage.
 	uv run coverage combine
@@ -61,7 +64,7 @@ clean-all: clean ## Remove all generated files and reset the local virtual envir
 	rm -rf .venv
 
 # Targets that do not generate file-level artifacts.
-.PHONY: clean docs doctests image tests ${TESTS}
+.PHONY: clean docs doctests image tests quick-core-tests ${TESTS}
 
 
 # Implements this pattern for autodocumenting Makefiles:
diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index cca5d65af..c9cd8c21e 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -88,6 +88,8 @@ def read_tc_properties() -> dict[str, str]:
 
 @dataclass
 class TestcontainersConfiguration:
+    __test__ = False
+
     def _render_bool(self, env_name: str, prop_name: str) -> bool:
         env_val = environ.get(env_name, None)
         if env_val is not None:
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index 755b8b17b..ee39ec0c0 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -1,3 +1,4 @@
+import logging
 import subprocess
 from pathlib import Path
 from re import split
@@ -150,7 +151,7 @@ def test_compose_logs():
         assert not line or container.Service in next(iter(line.split("|")))
 
 
-def test_compose_volumes():
+def test_compose_volumes(caplog):
     _file_in_volume = "/var/lib/example/data/hello"
     volumes = DockerCompose(context=FIXTURES / "basic_volume", keep_volumes=True)
     with volumes:
@@ -167,8 +168,11 @@ def test_compose_volumes():
     assert "hello" in stdout
 
     # third time we expect the file to be missing
-    with volumes, pytest.raises(subprocess.CalledProcessError):
-        volumes.exec_in_container(["cat", _file_in_volume], "alpine")
+    with caplog.at_level(
+        logging.CRITICAL, logger="testcontainers.compose.compose"
+    ):  # suppress expected error logs about missing volume
+        with volumes, pytest.raises(subprocess.CalledProcessError):
+            volumes.exec_in_container(["cat", _file_in_volume], "alpine")
 
 
 # noinspection HttpUrlsUsage
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index 43ec020c0..ada83c5ff 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -179,6 +179,7 @@ def test_find_host_network_in_dood() -> None:
     assert DockerClient().find_host_network() == os.environ[EXPECTED_NETWORK_VAR]
 
 
+@pytest.mark.long_running
 @pytest.mark.skipif(
     is_mac(),
     reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
@@ -219,6 +220,7 @@ def test_dood(python_testcontainer_image: str) -> None:
     assert status["StatusCode"] == 0
 
 
+@pytest.mark.long_running
 @pytest.mark.skipif(
     is_mac(),
     reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
diff --git a/core/tests/test_ryuk.py b/core/tests/test_ryuk.py
index 0321f1a9c..ed3bdd7ce 100644
--- a/core/tests/test_ryuk.py
+++ b/core/tests/test_ryuk.py
@@ -1,4 +1,4 @@
-from time import sleep
+from time import sleep, perf_counter
 import pytest
 from pytest import MonkeyPatch
 
@@ -12,6 +12,27 @@
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
+def _wait_for_container_removed(client: DockerClient, container_id: str, timeout: float = 30) -> None:
+    """Poll until a container is fully removed (raises NotFound)."""
+    start = perf_counter()
+    while perf_counter() - start < timeout:
+        try:
+            client.containers.get(container_id)
+        except NotFound:
+            return
+        sleep(0.5)
+
+    try:
+        c = client.containers.get(container_id)
+        name = c.name
+        status = c.status
+        started_at = c.attrs.get("State", {}).get("StartedAt", "unknown")
+        detail = f"name={name}, status={status}, started_at={started_at}"
+    except NotFound:
+        detail = "container disappeared just after timeout"
+    raise TimeoutError(f"Container {container_id} was not removed within {timeout}s ({detail})")
+
+
 @pytest.mark.skipif(
     is_mac(),
     reason="Ryuk container reaping is unreliable on Docker Desktop for macOS due to VM-based container lifecycle handling",
@@ -39,8 +60,11 @@ def test_wait_for_reaper(monkeypatch: MonkeyPatch):
     assert rs
     rs.close()
 
-    sleep(0.6)  # Sleep until Ryuk reaps all dangling containers. 0.5 extra seconds for good measure.
+    # Ryuk will reap containers then auto-remove itself.
+    # Wait for the reaper container to disappear and once it's gone, all labeled containers are guaranteed reaped.
+    _wait_for_container_removed(docker_client, reaper_id)
 
+    # Verify both containers were reaped
     with pytest.raises(NotFound):
         docker_client.containers.get(container_id)
     with pytest.raises(NotFound):
diff --git a/core/tests/test_wait_strategies.py b/core/tests/test_wait_strategies.py
index da62f1fbe..20f0e2c2c 100644
--- a/core/tests/test_wait_strategies.py
+++ b/core/tests/test_wait_strategies.py
@@ -1,3 +1,4 @@
+import logging
 import re
 import time
 from datetime import timedelta
@@ -528,7 +529,7 @@ def test_file_exists_wait_strategy_initialization(self, file_path):
     @patch("pathlib.Path.is_file")
     @patch("time.time")
     @patch("time.sleep")
-    def test_wait_until_ready(self, mock_sleep, mock_time, mock_is_file, file_exists, expected_behavior):
+    def test_wait_until_ready(self, mock_sleep, mock_time, mock_is_file, file_exists, expected_behavior, caplog):
         strategy = FileExistsWaitStrategy("/tmp/test.txt").with_startup_timeout(1)
         mock_container = Mock()
 
@@ -547,7 +548,8 @@ def test_wait_until_ready(self, mock_sleep, mock_time, mock_is_file, file_exists
             mock_is_file.assert_called()
         else:
             with pytest.raises(TimeoutError, match="File.*did not exist within.*seconds"):
-                strategy.wait_until_ready(mock_container)
+                with caplog.at_level(logging.CRITICAL, logger="testcontainers.core.wait_strategies"):
+                    strategy.wait_until_ready(mock_container)
 
 
 class TestCompositeWaitStrategy:
@@ -615,7 +617,7 @@ def test_wait_until_ready_all_strategies_succeed(self):
         strategy2.wait_until_ready.assert_called_once_with(mock_container)
         strategy3.wait_until_ready.assert_called_once_with(mock_container)
 
-    def test_wait_until_ready_first_strategy_fails(self):
+    def test_wait_until_ready_first_strategy_fails(self, caplog):
         """Test that execution stops when first strategy fails."""
         strategy1 = Mock()
         strategy2 = Mock()
@@ -628,7 +630,8 @@ def test_wait_until_ready_first_strategy_fails(self):
         strategy1.wait_until_ready.side_effect = TimeoutError("First strategy failed")
 
         with pytest.raises(TimeoutError, match="First strategy failed"):
-            composite.wait_until_ready(mock_container)
+            with caplog.at_level(logging.CRITICAL, logger="testcontainers.core.wait_strategies"):
+                composite.wait_until_ready(mock_container)
 
         # Only first strategy should be called
         strategy1.wait_until_ready.assert_called_once_with(mock_container)
diff --git a/pyproject.toml b/pyproject.toml
index 44c5affd6..f6a53ed96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ rabbitmq = ["pika>=1"]
 redis = ["redis>=7"]
 registry = ["bcrypt>=5"]
 selenium = ["selenium>=4"]
-scylla = ["cassandra-driver>=3"]
+scylla = ["cassandra-driver>=3; python_version < '3.14'"]
 sftp = ["cryptography"]
 vault = []
 weaviate = ["weaviate-client>=4"]
@@ -120,7 +120,7 @@ test = [
   "psycopg2-binary==2.9.11",
   "pg8000==1.31.5",
   "psycopg>=3",
-  "cassandra-driver>=3",
+  "cassandra-driver>=3; python_version < '3.14'",
   "kafka-python-ng>=2",
   "hvac>=2; python_version < '4.0'",
   "pymilvus>=2",
@@ -277,6 +277,7 @@ log_cli = true
 log_cli_level = "INFO"
 markers = [
   "inside_docker_check: mark test to be used to validate DinD/DooD is working as expected",
+  "long_running: mark test as very long running",
 ]
 filterwarnings = [
   "ignore:The @wait_container_is_ready decorator is deprecated.*:DeprecationWarning",
diff --git a/uv.lock b/uv.lock
index 5b0f9e1cc..76ad95040 100644
--- a/uv.lock
+++ b/uv.lock
@@ -483,7 +483,7 @@ name = "cassandra-driver"
 version = "3.29.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "geomet" },
+    { name = "geomet", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/06/47/4e0fbdf02a7a418997f16f59feba26937d9973b979d3f23d79fbd8f6186f/cassandra_driver-3.29.3.tar.gz", hash = "sha256:ff6b82ee4533f6fd4474d833e693b44b984f58337173ee98ed76bce08721a636", size = 294612, upload-time = "2025-10-22T15:15:01.335Z" }
 wheels = [
@@ -1243,7 +1243,7 @@ name = "geomet"
 version = "1.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "click" },
+    { name = "click", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/2a/8c/dde022aa6747b114f6b14a7392871275dea8867e2bd26cddb80cc6d66620/geomet-1.1.0.tar.gz", hash = "sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605", size = 28732, upload-time = "2023-11-14T15:43:36.764Z" }
 wheels = [
@@ -5002,7 +5002,7 @@ registry = [
     { name = "bcrypt" },
 ]
 scylla = [
-    { name = "cassandra-driver" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
 ]
 selenium = [
     { name = "selenium" },
@@ -5023,7 +5023,7 @@ weaviate = [
 [package.dev-dependencies]
 dev = [
     { name = "anyio" },
-    { name = "cassandra-driver" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
     { name = "hvac", marker = "python_full_version < '4'" },
     { name = "kafka-python-ng" },
     { name = "mkdocs" },
@@ -5071,7 +5071,7 @@ lint = [
 ]
 test = [
     { name = "anyio" },
-    { name = "cassandra-driver" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
     { name = "hvac", marker = "python_full_version < '4'" },
     { name = "kafka-python-ng" },
     { name = "paho-mqtt" },
@@ -5097,7 +5097,7 @@ requires-dist = [
     { name = "bcrypt", marker = "extra == 'registry'", specifier = ">=5" },
     { name = "boto3", marker = "extra == 'aws'", specifier = ">=1" },
     { name = "boto3", marker = "extra == 'localstack'", specifier = ">=1" },
-    { name = "cassandra-driver", marker = "extra == 'scylla'", specifier = ">=3" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14' and extra == 'scylla'", specifier = ">=3" },
     { name = "chromadb-client", marker = "extra == 'chroma'", specifier = ">=1" },
     { name = "clickhouse-driver", marker = "extra == 'clickhouse'" },
     { name = "cryptography", marker = "extra == 'mailpit'" },
@@ -5147,7 +5147,7 @@ provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cos
 [package.metadata.requires-dev]
 dev = [
     { name = "anyio", specifier = ">=4" },
-    { name = "cassandra-driver", specifier = ">=3" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14'", specifier = ">=3" },
     { name = "hvac", marker = "python_full_version < '4'", specifier = ">=2" },
     { name = "kafka-python-ng", specifier = ">=2" },
     { name = "mkdocs", specifier = ">=1.5.3,<2.0.0" },
@@ -5193,7 +5193,7 @@ lint = [
 ]
 test = [
     { name = "anyio", specifier = ">=4" },
-    { name = "cassandra-driver", specifier = ">=3" },
+    { name = "cassandra-driver", marker = "python_full_version < '3.14'", specifier = ">=3" },
     { name = "hvac", marker = "python_full_version < '4'", specifier = ">=2" },
     { name = "kafka-python-ng", specifier = ">=2" },
     { name = "paho-mqtt", specifier = ">=2" },

From af382f74e82bdcb14eac3f4e04a83432ae9beeba Mon Sep 17 00:00:00 2001
From: Francesco Montorsi <f18m@users.noreply.github.com>
Date: Tue, 24 Mar 2026 15:49:55 +0100
Subject: [PATCH 089/208] feat(mqtt): MosquittoContainer: Add version 2.1.2
 (#978)

This PR enables the testcontainer MosquittoContainer (which I
contributed to this project a few years ago) to work with version 2.1.2
and higher of Mosquitto.

In particular this PR is fixing an issue where rw mode is now needed for
/data partition for Mosquitto version 2.1.1 (released 2026-02-04), which
fixed a PUID/PGID issue.
In addition, it contains a fix for Mosquitto warnings generated by the
`listener` directive appearing after `protocol` directive.
---
 core/testcontainers/core/container.py               | 13 +++++++++++++
 modules/mqtt/testcontainers/mqtt/__init__.py        |  4 ++++
 ...tcontainers-mosquitto-default-configuration.conf |  6 +-----
 modules/mqtt/tests/test_mosquitto.py                |  2 +-
 4 files changed, 19 insertions(+), 6 deletions(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index cf61a85bf..4fc80e4f9 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -82,6 +82,8 @@ def __init__(
             for vol in volumes:
                 self.with_volume_mapping(*vol)
 
+        self.tmpfs: dict[str, str] = {}
+
         self.image = image
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._container: Optional[Container] = None
@@ -198,6 +200,7 @@ def start(self) -> Self:
             ports=cast("dict[int, Optional[int]]", self.ports),
             name=self._name,
             volumes=self.volumes,
+            tmpfs=self.tmpfs,
             **{**network_kwargs, **self._kwargs},
         )
 
@@ -270,6 +273,16 @@ def with_volume_mapping(self, host: Union[str, PathLike[str]], container: str, m
         self.volumes[str(host)] = mapping
         return self
 
+    def with_tmpfs_mount(self, container_path: str, size: Optional[str] = None) -> Self:
+        """Mount a tmpfs volume on the container.
+        
+        :param container_path: Container path to mount tmpfs on (e.g., '/data')
+        :param size: Optional size limit (e.g., '256m', '1g'). If None, unbounded.
+        :return: Self for chaining
+        """
+        self.tmpfs[container_path] = size or ""
+        return self
+
     def get_wrapped_container(self) -> "Container":
         return self._container
 
diff --git a/modules/mqtt/testcontainers/mqtt/__init__.py b/modules/mqtt/testcontainers/mqtt/__init__.py
index 54a2d87ac..854ec21f8 100644
--- a/modules/mqtt/testcontainers/mqtt/__init__.py
+++ b/modules/mqtt/testcontainers/mqtt/__init__.py
@@ -121,6 +121,10 @@ def start(self, configfile: Optional[str] = None) -> Self:
             # default config file
             configfile = Path(__file__).parent / MosquittoContainer.CONFIG_FILE
         self.with_volume_mapping(configfile, "/mosquitto/config/mosquitto.conf")
+        # since version 2.1.1 - 2026-02-04, which fixed a PUID/PGID issue, the container needs to write to the data directory, 
+        # so we mount it as tmpfs for better performance in tests
+        self.with_tmpfs_mount("/data")
+
         # if self.password:
         #     # TODO: add authentication
         #     pass
diff --git a/modules/mqtt/testcontainers/mqtt/testcontainers-mosquitto-default-configuration.conf b/modules/mqtt/testcontainers/mqtt/testcontainers-mosquitto-default-configuration.conf
index 13728cec0..b3c67048f 100644
--- a/modules/mqtt/testcontainers/mqtt/testcontainers-mosquitto-default-configuration.conf
+++ b/modules/mqtt/testcontainers/mqtt/testcontainers-mosquitto-default-configuration.conf
@@ -1,7 +1,6 @@
 # see https://mosquitto.org/man/mosquitto-conf-5.html
 
-protocol mqtt
-user root
+listener 1883
 log_dest stdout
 allow_anonymous true
 
@@ -14,7 +13,4 @@ log_timestamp_format %Y-%m-%d %H:%M:%S
 persistence true
 persistence_location /data/
 
-listener 1883
-protocol mqtt
-
 sys_interval 1
diff --git a/modules/mqtt/tests/test_mosquitto.py b/modules/mqtt/tests/test_mosquitto.py
index 63ce7fcd9..1e058103c 100644
--- a/modules/mqtt/tests/test_mosquitto.py
+++ b/modules/mqtt/tests/test_mosquitto.py
@@ -2,7 +2,7 @@
 
 from testcontainers.mqtt import MosquittoContainer
 
-VERSIONS = ["1.6.15", "2.0.18"]
+VERSIONS = ["1.6.15", "2.0.18", "2.1.2-alpine"]
 
 
 @pytest.mark.parametrize("version", VERSIONS)

From 2ca2321ada12e09d491280c8ec855bf8511de7c2 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 29 Mar 2026 03:30:41 +0300
Subject: [PATCH 090/208] feat(generic): Reintroducing the generic SQL module
 (#892)

Related to #884
Trying to replace the old generic.py in core to a nicer version under
the generic module.

`SqlContainer` its not as good (in being generic) as `ServerContainer`
but it should allow us to deprecate
`core/testcontainers/core/generic.py` with minimal effort for users, it
could lead to a more Generic version like `DBContainer` in the future.

Update 1: Refactor to use `SqlConnectWaitStrategy`
Update 2: Now `SqlConnectWaitStrategy` is required and the users can
provide `SqlContainer` with any wait strategy.
Update 3: Now utilizes all the latest improvements from `WaitStrategy`

Note: I think the added tests + documentation (provided in this PR) are
by themselves a great improvement over the current generic.py
---
 core/testcontainers/core/generic.py           |   2 +
 modules/generic/README.rst                    |  37 +++
 .../testcontainers/generic/__init__.py        |   1 +
 .../generic/providers/__init__.py             |   1 +
 .../providers/sql_connection_wait_strategy.py |  48 ++++
 .../generic/testcontainers/generic/server.py  |   2 -
 modules/generic/testcontainers/generic/sql.py | 139 ++++++++++
 .../tests/{test_generic.py => test_server.py} |   0
 modules/generic/tests/test_sql.py             | 238 ++++++++++++++++++
 pyproject.toml                                |   1 +
 10 files changed, 467 insertions(+), 2 deletions(-)
 create mode 100644 modules/generic/testcontainers/generic/providers/__init__.py
 create mode 100644 modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py
 create mode 100644 modules/generic/testcontainers/generic/sql.py
 rename modules/generic/tests/{test_generic.py => test_server.py} (100%)
 create mode 100644 modules/generic/tests/test_sql.py

diff --git a/core/testcontainers/core/generic.py b/core/testcontainers/core/generic.py
index 591a4a8a8..1410321ee 100644
--- a/core/testcontainers/core/generic.py
+++ b/core/testcontainers/core/generic.py
@@ -29,6 +29,8 @@
 class DbContainer(DockerContainer):
     """
     **DEPRECATED (for removal)**
+    Please use database-specific container classes or `SqlContainer` instead.
+    # from testcontainers.generic.sql import SqlContainer
 
     Generic database container.
     """
diff --git a/modules/generic/README.rst b/modules/generic/README.rst
index 4497ec922..4b7281121 100644
--- a/modules/generic/README.rst
+++ b/modules/generic/README.rst
@@ -9,6 +9,7 @@ FastAPI container that is using :code:`ServerContainer`
 
     >>> from testcontainers.generic import ServerContainer
     >>> from testcontainers.core.waiting_utils import wait_for_logs
+    >>> from testcontainers.core.image import DockerImage
 
     >>> with DockerImage(path="./modules/generic/tests/samples/fastapi", tag="fastapi-test:latest") as image:
     ...     with ServerContainer(port=80, image=image) as fastapi_server:
@@ -50,3 +51,39 @@ A more advance use-case, where we are using a FastAPI container that is using Re
     ...             response = client.get(f"/get/{test_data['key']}")
     ...             assert response.status_code == 200, "Failed to get data"
     ...             assert response.json() == {"key": test_data["key"], "value": test_data["value"]}
+
+.. autoclass:: testcontainers.generic.SqlContainer
+.. title:: testcontainers.generic.SqlContainer
+
+Postgres container that is using :code:`SqlContainer`
+
+.. doctest::
+
+    >>> from testcontainers.generic import SqlContainer
+    >>> from testcontainers.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
+    >>> from sqlalchemy import text
+    >>> import sqlalchemy
+
+    >>> class CustomPostgresContainer(SqlContainer):
+    ...     def __init__(self, image="postgres:15-alpine",
+    ...                  port=5432, username="test", password="test", dbname="test"):
+    ...         super().__init__(image=image, wait_strategy=SqlAlchemyConnectWaitStrategy())
+    ...         self.port_to_expose = port
+    ...         self.username = username
+    ...         self.password = password
+    ...         self.dbname = dbname
+    ...     def get_connection_url(self) -> str:
+    ...         host = self.get_container_host_ip()
+    ...         port = self.get_exposed_port(self.port_to_expose)
+    ...         return f"postgresql://{self.username}:{self.password}@{host}:{port}/{self.dbname}"
+    ...     def _configure(self) -> None:
+    ...         self.with_exposed_ports(self.port_to_expose)
+    ...         self.with_env("POSTGRES_USER", self.username)
+    ...         self.with_env("POSTGRES_PASSWORD", self.password)
+    ...         self.with_env("POSTGRES_DB", self.dbname)
+
+    >>> with CustomPostgresContainer() as postgres:
+    ...     engine = sqlalchemy.create_engine(postgres.get_connection_url())
+    ...     with engine.connect() as conn:
+    ...         result = conn.execute(text("SELECT 1"))
+    ...         assert result.scalar() == 1
diff --git a/modules/generic/testcontainers/generic/__init__.py b/modules/generic/testcontainers/generic/__init__.py
index f239a80c6..ce6610a3c 100644
--- a/modules/generic/testcontainers/generic/__init__.py
+++ b/modules/generic/testcontainers/generic/__init__.py
@@ -1 +1,2 @@
 from .server import ServerContainer  # noqa: F401
+from .sql import SqlContainer  # noqa: F401
diff --git a/modules/generic/testcontainers/generic/providers/__init__.py b/modules/generic/testcontainers/generic/providers/__init__.py
new file mode 100644
index 000000000..5b5eb95a2
--- /dev/null
+++ b/modules/generic/testcontainers/generic/providers/__init__.py
@@ -0,0 +1 @@
+from .sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy  # noqa: F401
diff --git a/modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py b/modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py
new file mode 100644
index 000000000..bad46c743
--- /dev/null
+++ b/modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py
@@ -0,0 +1,48 @@
+# This module provides a wait strategy for SQL database connectivity testing using SQLAlchemy.
+# It includes handling for transient exceptions and connection retries.
+
+import logging
+
+from testcontainers.core.waiting_utils import WaitStrategy, WaitStrategyTarget
+
+logger = logging.getLogger(__name__)
+
+ADDITIONAL_TRANSIENT_ERRORS = []
+try:
+    from sqlalchemy.exc import DBAPIError
+
+    ADDITIONAL_TRANSIENT_ERRORS.append(DBAPIError)
+except ImportError:
+    logger.debug("SQLAlchemy not available, skipping DBAPIError handling")
+
+
+class SqlAlchemyConnectWaitStrategy(WaitStrategy):
+    """Wait strategy for database connectivity testing using SQLAlchemy."""
+
+    def __init__(self):
+        super().__init__()
+        self.with_transient_exceptions(TimeoutError, ConnectionError, *ADDITIONAL_TRANSIENT_ERRORS)
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        """Test database connectivity with retry logic until success or timeout."""
+        if not hasattr(container, "get_connection_url"):
+            raise AttributeError(f"Container {container} must have a get_connection_url method")
+
+        try:
+            import sqlalchemy
+        except ImportError as e:
+            raise ImportError("SQLAlchemy is required for database containers") from e
+
+        def _test_connection() -> bool:
+            """Test database connection, returning True if successful."""
+            engine = sqlalchemy.create_engine(container.get_connection_url())
+            try:
+                with engine.connect():
+                    logger.info("Database connection successful")
+                    return True
+            finally:
+                engine.dispose()
+
+        result = self._poll(_test_connection)
+        if not result:
+            raise TimeoutError(f"Database connection failed after {self._startup_timeout}s timeout")
diff --git a/modules/generic/testcontainers/generic/server.py b/modules/generic/testcontainers/generic/server.py
index 61e9c5eb9..fe990f179 100644
--- a/modules/generic/testcontainers/generic/server.py
+++ b/modules/generic/testcontainers/generic/server.py
@@ -9,8 +9,6 @@
 from testcontainers.core.image import DockerImage
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
-# This comment can be removed (Used for testing)
-
 
 class ServerContainer(DockerContainer):
     """
diff --git a/modules/generic/testcontainers/generic/sql.py b/modules/generic/testcontainers/generic/sql.py
new file mode 100644
index 000000000..c7ed755ed
--- /dev/null
+++ b/modules/generic/testcontainers/generic/sql.py
@@ -0,0 +1,139 @@
+import logging
+from typing import Any, Optional
+from urllib.parse import quote, urlencode
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.exceptions import ContainerStartException
+from testcontainers.core.waiting_utils import WaitStrategy
+
+logger = logging.getLogger(__name__)
+
+
+class SqlContainer(DockerContainer):
+    """
+    Generic SQL database container providing common functionality.
+
+    This class can serve as a base for database-specific container implementations.
+    It provides connection management, URL construction, and basic lifecycle methods.
+    Database connection readiness is automatically handled by the provided wait strategy.
+
+    Note: `SqlAlchemyConnectWaitStrategy` from `sql_connection_wait_strategy` is a provided wait strategy for SQL databases.
+    """
+
+    def __init__(self, image: str, wait_strategy: WaitStrategy, **kwargs):
+        """
+        Initialize SqlContainer with optional wait strategy.
+
+        Args:
+            image: Docker image name
+            wait_strategy: Wait strategy for SQL database connectivity
+            **kwargs: Additional arguments passed to DockerContainer
+        """
+        super().__init__(image, **kwargs)
+        self.wait_strategy = wait_strategy
+
+    def _create_connection_url(
+        self,
+        dialect: str,
+        username: str,
+        password: str,
+        host: Optional[str] = None,
+        port: Optional[int] = None,
+        dbname: Optional[str] = None,
+        query_params: Optional[dict[str, str]] = None,
+        **kwargs: Any,
+    ) -> str:
+        """
+        Create a database connection URL.
+
+        Args:
+            dialect: Database dialect (e.g., 'postgresql', 'mysql')
+            username: Database username
+            password: Database password
+            host: Database host (defaults to container host)
+            port: Database port
+            dbname: Database name
+            query_params: Additional query parameters for the URL
+            **kwargs: Additional parameters (checked for deprecated usage)
+
+        Returns:
+            str: Formatted database connection URL
+
+        Raises:
+            ValueError: If unexpected arguments are provided or required parameters are missing
+            ContainerStartException: If container is not started
+        """
+
+        if self._container is None:
+            raise ContainerStartException("Container has not been started")
+
+        host = host or self.get_container_host_ip()
+        exposed_port = self.get_exposed_port(port)
+        quoted_password = quote(password, safe="")
+        quoted_username = quote(username, safe="")
+        url = f"{dialect}://{quoted_username}:{quoted_password}@{host}:{exposed_port}"
+
+        if dbname:
+            quoted_dbname = quote(dbname, safe="")
+            url = f"{url}/{quoted_dbname}"
+
+        if query_params:
+            query_string = urlencode(query_params)
+            url = f"{url}?{query_string}"
+
+        return url
+
+    def start(self) -> "SqlContainer":
+        """
+        Start the database container and perform initialization.
+
+        Returns:
+            SqlContainer: Self for method chaining
+
+        Raises:
+            ContainerStartException: If container fails to start
+            Exception: If configuration, seed transfer, or connection fails
+        """
+        logger.info(f"Starting database container: {self.image}")
+
+        try:
+            self._configure()
+            self.waiting_for(self.wait_strategy)
+            super().start()
+            self._transfer_seed()
+            logger.info("Database container started successfully")
+        except Exception as e:
+            logger.error(f"Failed to start database container: {e}")
+            raise
+
+        return self
+
+    def _configure(self) -> None:
+        """
+        Configure the database container before starting.
+
+        Raises:
+            NotImplementedError: Must be implemented by subclasses
+        """
+        raise NotImplementedError("Subclasses must implement _configure()")
+
+    def _transfer_seed(self) -> None:
+        """
+        Transfer seed data to the database container.
+
+        This method can be overridden by subclasses to provide
+        database-specific seeding functionality.
+        """
+        logger.debug("No seed data to transfer")
+
+    def get_connection_url(self) -> str:
+        """
+        Get the database connection URL.
+
+        Returns:
+            str: Database connection URL
+
+        Raises:
+            NotImplementedError: Must be implemented by subclasses
+        """
+        raise NotImplementedError("Subclasses must implement get_connection_url()")
diff --git a/modules/generic/tests/test_generic.py b/modules/generic/tests/test_server.py
similarity index 100%
rename from modules/generic/tests/test_generic.py
rename to modules/generic/tests/test_server.py
diff --git a/modules/generic/tests/test_sql.py b/modules/generic/tests/test_sql.py
new file mode 100644
index 000000000..69fff2427
--- /dev/null
+++ b/modules/generic/tests/test_sql.py
@@ -0,0 +1,238 @@
+import pytest
+from unittest.mock import patch
+
+from testcontainers.core.exceptions import ContainerStartException
+from testcontainers.generic.sql import SqlContainer
+from testcontainers.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
+
+
+class SimpleSqlContainer(SqlContainer):
+    """Simple concrete implementation for testing."""
+
+    def __init__(self, image: str = "postgres:13"):
+        super().__init__(image, wait_strategy=SqlAlchemyConnectWaitStrategy())
+        self.username = "testuser"
+        self.password = "testpass"
+        self.dbname = "testdb"
+        self.port = 5432
+
+    def get_connection_url(self) -> str:
+        return self._create_connection_url(
+            dialect="postgresql", username=self.username, password=self.password, port=self.port, dbname=self.dbname
+        )
+
+    def _configure(self) -> None:
+        self.with_env("POSTGRES_USER", self.username)
+        self.with_env("POSTGRES_PASSWORD", self.password)
+        self.with_env("POSTGRES_DB", self.dbname)
+        self.with_exposed_ports(self.port)
+
+
+class TestSqlContainer:
+    def test_abstract_methods_raise_not_implemented(self):
+        container = SqlContainer("test:latest", SqlAlchemyConnectWaitStrategy())
+
+        with pytest.raises(NotImplementedError):
+            container.get_connection_url()
+
+        with pytest.raises(NotImplementedError):
+            container._configure()
+
+    def test_transfer_seed_default_behavior(self):
+        container = SqlContainer("test:latest", SqlAlchemyConnectWaitStrategy())
+        # Should not raise an exception
+        container._transfer_seed()
+
+    def test_connection_url_creation_basic(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()  # Simple mock
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(dialect="postgresql", username="user", password="pass", port=5432)
+
+        assert url == "postgresql://user:pass@localhost:5432"
+
+    def test_connection_url_with_database_name(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(
+            dialect="postgresql", username="user", password="pass", port=5432, dbname="mydb"
+        )
+
+        assert url == "postgresql://user:pass@localhost:5432/mydb"
+
+    def test_connection_url_with_special_characters(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(
+            dialect="postgresql", username="user@domain", password="p@ss/word", port=5432
+        )
+
+        # Check that special characters are URL encoded
+        assert "user%40domain" in url
+        assert "p%40ss%2Fword" in url
+
+    def test_connection_url_with_query_params(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(
+            dialect="postgresql",
+            username="user",
+            password="pass",
+            port=5432,
+            query_params={"ssl": "require", "timeout": "30"},
+        )
+
+        assert "?" in url
+        assert "ssl=require" in url
+        assert "timeout=30" in url
+
+    def test_connection_url_type_errors(self):
+        """Test that _create_connection_url raises TypeError with invalid types"""
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {"id": "test-id"})()
+
+        # Mock get_exposed_port to simulate what happens with None port
+        with patch.object(container, "get_exposed_port") as mock_get_port:
+            # Simulate the TypeError that would occur when int(None) is called
+            mock_get_port.side_effect = TypeError(
+                "int() argument must be a string, a bytes-like object or a real number, not 'NoneType'"
+            )
+
+            with pytest.raises(TypeError, match="int\\(\\) argument must be a string"):
+                container._create_connection_url("postgresql", "user", "pass", port=None)
+
+    def test_connection_url_container_not_started(self):
+        container = SimpleSqlContainer()
+        container._container = None
+
+        with pytest.raises(ContainerStartException, match="Container has not been started"):
+            container._create_connection_url("postgresql", "user", "pass", port=5432)
+
+    def test_container_configuration(self):
+        container = SimpleSqlContainer("postgres:13")
+
+        # Test that configuration sets up environment
+        container._configure()
+
+        assert container.env["POSTGRES_USER"] == "testuser"
+        assert container.env["POSTGRES_PASSWORD"] == "testpass"
+        assert container.env["POSTGRES_DB"] == "testdb"
+
+    def test_concrete_container_connection_url(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: 5432
+
+        url = container.get_connection_url()
+
+        assert url.startswith("postgresql://")
+        assert "testuser" in url
+        assert "testpass" in url
+        assert "testdb" in url
+        assert "localhost:5432" in url
+
+    def test_container_inheritance(self):
+        container = SimpleSqlContainer()
+
+        assert isinstance(container, SqlContainer)
+        assert hasattr(container, "get_connection_url")
+        assert hasattr(container, "_configure")
+        assert hasattr(container, "_transfer_seed")
+        assert hasattr(container, "start")
+
+    def test_additional_transient_errors_list(self):
+        from testcontainers.generic.providers.sql_connection_wait_strategy import ADDITIONAL_TRANSIENT_ERRORS
+
+        assert isinstance(ADDITIONAL_TRANSIENT_ERRORS, list)
+        # List may be empty if SQLAlchemy not available, or contain DBAPIError if it is
+
+    def test_empty_password_handling(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(dialect="postgresql", username="user", password="", port=5432)
+
+        assert url == "postgresql://user:@localhost:5432"
+
+    def test_unicode_characters_in_credentials(self):
+        container = SimpleSqlContainer()
+        container._container = type("MockContainer", (), {})()
+        container.get_container_host_ip = lambda: "localhost"
+        container.get_exposed_port = lambda port: port
+
+        url = container._create_connection_url(
+            dialect="postgresql", username="usér", password="päss", port=5432, dbname="tëstdb"
+        )
+
+        assert "us%C3%A9r" in url
+        assert "p%C3%A4ss" in url
+        assert "t%C3%ABstdb" in url
+
+    def test_start_postgres_container_integration(self):
+        """Integration test that actually starts a PostgreSQL container."""
+        container = SimpleSqlContainer()
+
+        # This will start the container and test the connection
+        container.start()
+
+        # Verify the container is running
+        assert container._container is not None
+
+        # Test that we can get a connection URL
+        url = container.get_connection_url()
+        assert url.startswith("postgresql://")
+        assert "testuser" in url
+        assert "testdb" in url
+
+        # Verify environment variables are set
+        assert container.env["POSTGRES_USER"] == "testuser"
+        assert container.env["POSTGRES_PASSWORD"] == "testpass"
+        assert container.env["POSTGRES_DB"] == "testdb"
+
+        # check logs
+        logs = container.get_logs()
+        assert "database system is ready to accept connections" in logs[0].decode("utf-8").lower()
+
+    def test_sql_postgres_container_integration(self):
+        """Integration test for SqlContainer with PostgreSQL."""
+        container = SimpleSqlContainer()
+
+        # This will start the container and test the connection
+        container.start()
+
+        # Verify the container is running
+        assert container._container is not None
+
+        # Test that we can get a connection URL
+        url = container.get_connection_url()
+
+        # check sql operations
+        import sqlalchemy
+
+        engine = sqlalchemy.create_engine(url)
+        with engine.connect() as conn:
+            # Create a test table
+            conn.execute(
+                sqlalchemy.text("CREATE TABLE IF NOT EXISTS test_table (id SERIAL PRIMARY KEY, name VARCHAR(50));")
+            )
+            # Insert a test record
+            conn.execute(sqlalchemy.text("INSERT INTO test_table (name) VALUES ('test_name');"))
+            # Query the test record
+            result = conn.execute(sqlalchemy.text("SELECT name FROM test_table WHERE name='test_name';"))
+            fetched = result.fetchone()
+            assert fetched is not None
+            assert fetched[0] == "test_name"
diff --git a/pyproject.toml b/pyproject.toml
index f6a53ed96..1440bf0d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,6 +62,7 @@ elasticsearch = []
 generic = [
   "httpx",
   "redis>=7",
+  "sqlalchemy",
 ]
 test_module_import = ["httpx"]
 google = [

From 6301a0c9100986be73f6b81be18a7c569ee46320 Mon Sep 17 00:00:00 2001
From: Ryan Hoban <rhoban13@gmail.com>
Date: Wed, 1 Apr 2026 06:12:39 -0400
Subject: [PATCH 091/208] feat: Transferable (#852)

In https://github.com/testcontainers/testcontainers-python/pull/676 for
copying to/from `DockerContainer`, it was suggested that we should
clarify the interface & usage a bit before proceeding. This PR aims to
push that conversation forward with some test cases illustrating
proposed usages. Although here I created a `Transferable` object, in
most cases there's no need for the caller to explicitly construct a
Transferable, just pass the `bytes | Path`

**Proposed use cases:**

1. Copy into a container by passing a `TransferSpec` into the
initializer:
```
DockerContainer(... transferrables=[TransferSpec(source, destination_in_container), ...)
```

2. Copy into the container via the builder pattern, prior to starting
the container:
```
DockerContainer(...)
     .with_copy_into_container(b"some_bytes", destination_in_container)
     .with_copy_into_container(some_path, destination_in_container)
 ```

3. Copy into the container at runtime:
```
with DockerContainer(...) as container:
container.copy_into_container(b"some_bytes", destination_in_container)
    container.copy_into_container(some_path, destination_in_container)
```

---------

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 core/README.rst                          |   2 +
 core/testcontainers/core/container.py    |  76 ++++++++++++++++
 core/testcontainers/core/transferable.py |   6 ++
 core/tests/test_core.py                  | 108 +++++++++++++++++++++++
 4 files changed, 192 insertions(+)
 create mode 100644 core/testcontainers/core/transferable.py

diff --git a/core/README.rst b/core/README.rst
index 7403d2665..2dd4f33eb 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -16,6 +16,8 @@ Testcontainers Core
 
 .. autoclass:: testcontainers.core.wait_strategies.WaitStrategy
 
+.. autoclass:: testcontainers.core.transferable.Transferable
+
 .. raw:: html
 
     <hr>
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 4fc80e4f9..6076d5818 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -1,5 +1,8 @@
 import contextlib
+import io
+import pathlib
 import sys
+import tarfile
 from os import PathLike
 from socket import socket
 from types import TracebackType
@@ -18,6 +21,7 @@
 from testcontainers.core.exceptions import ContainerConnectException, ContainerStartException
 from testcontainers.core.labels import LABEL_SESSION_ID, SESSION_ID
 from testcontainers.core.network import Network
+from testcontainers.core.transferable import Transferable, TransferSpec
 from testcontainers.core.utils import is_arm, setup_logger
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 from testcontainers.core.waiting_utils import WaitStrategy
@@ -69,6 +73,7 @@ def __init__(
         network: Optional[Network] = None,
         network_aliases: Optional[list[str]] = None,
         _wait_strategy: Optional[WaitStrategy] = None,
+        transferables: Optional[list[TransferSpec]] = None,
         **kwargs: Any,
     ) -> None:
         self.env = env or {}
@@ -100,6 +105,11 @@ def __init__(
         self._kwargs = kwargs
         self._wait_strategy: Optional[WaitStrategy] = _wait_strategy
 
+        self._transferable_specs: list[TransferSpec] = []
+        if transferables:
+            for t in transferables:
+                self.with_copy_into_container(*t)
+
     def with_env(self, key: str, value: str) -> Self:
         self.env[key] = value
         return self
@@ -208,6 +218,10 @@ def start(self) -> Self:
             self._wait_strategy.wait_until_ready(self)
 
         logger.info("Container started: %s", self._container.short_id)
+
+        for t in self._transferable_specs:
+            self._transfer_into_container(*t)
+
         return self
 
     def stop(self, force: bool = True, delete_volume: bool = True) -> None:
@@ -318,6 +332,68 @@ def _configure(self) -> None:
         # placeholder if subclasses want to define this and use the default start method
         pass
 
+    def with_copy_into_container(
+        self, transferable: Transferable, destination_in_container: str, mode: int = 0o644
+    ) -> Self:
+        self._transferable_specs.append((transferable, destination_in_container, mode))
+        return self
+
+    def copy_into_container(self, transferable: Transferable, destination_in_container: str, mode: int = 0o644) -> None:
+        return self._transfer_into_container(transferable, destination_in_container, mode)
+
+    def _transfer_into_container(self, transferable: Transferable, destination_in_container: str, mode: int) -> None:
+        if isinstance(transferable, bytes):
+            self._transfer_file_content_into_container(transferable, destination_in_container, mode)
+        elif isinstance(transferable, pathlib.Path):
+            if transferable.is_file():
+                self._transfer_file_content_into_container(transferable.read_bytes(), destination_in_container, mode)
+            elif transferable.is_dir():
+                self._transfer_directory_into_container(transferable, destination_in_container, mode)
+            else:
+                raise TypeError(f"Path {transferable} is neither a file nor directory")
+        else:
+            raise TypeError("source must be bytes or PathLike")
+
+    def _transfer_file_content_into_container(
+        self, file_content: bytes, destination_in_container: str, mode: int
+    ) -> None:
+        fileobj = io.BytesIO()
+        with tarfile.open(fileobj=fileobj, mode="w") as tar:
+            tarinfo = tarfile.TarInfo(name=destination_in_container)
+            tarinfo.size = len(file_content)
+            tarinfo.mode = mode
+            tar.addfile(tarinfo, io.BytesIO(file_content))
+        fileobj.seek(0)
+        assert self._container is not None
+        rv = self._container.put_archive(path="/", data=fileobj.getvalue())
+        assert rv is True
+
+    def _transfer_directory_into_container(
+        self, source_directory: pathlib.Path, destination_in_container: str, mode: int
+    ) -> None:
+        assert self._container is not None
+        result = self._container.exec_run(["mkdir", "-p", destination_in_container])
+        assert result.exit_code == 0
+
+        fileobj = io.BytesIO()
+        with tarfile.open(fileobj=fileobj, mode="w") as tar:
+            tar.add(source_directory, arcname=source_directory.name)
+        fileobj.seek(0)
+        rv = self._container.put_archive(path=destination_in_container, data=fileobj.getvalue())
+        assert rv is True
+
+    def copy_from_container(self, source_in_container: str, destination_on_host: pathlib.Path) -> None:
+        assert self._container is not None
+        tar_stream, _ = self._container.get_archive(source_in_container)
+
+        for chunk in tar_stream:
+            with tarfile.open(fileobj=io.BytesIO(chunk)) as tar:
+                for member in tar.getmembers():
+                    with open(destination_on_host, "wb") as f:
+                        fileobj = tar.extractfile(member)
+                        assert fileobj is not None
+                        f.write(fileobj.read())
+
 
 class Reaper:
     """
diff --git a/core/testcontainers/core/transferable.py b/core/testcontainers/core/transferable.py
new file mode 100644
index 000000000..4d3439ca3
--- /dev/null
+++ b/core/testcontainers/core/transferable.py
@@ -0,0 +1,6 @@
+import pathlib
+from typing import Union
+
+Transferable = Union[bytes, pathlib.Path]
+
+TransferSpec = Union[tuple[Transferable, str], tuple[Transferable, str, int]]
diff --git a/core/tests/test_core.py b/core/tests/test_core.py
index 9312b0bca..fd2323e65 100644
--- a/core/tests/test_core.py
+++ b/core/tests/test_core.py
@@ -1,7 +1,9 @@
 import tempfile
 from pathlib import Path
 
+import pytest
 from testcontainers.core.container import DockerContainer
+from testcontainers.core.transferable import Transferable, TransferSpec
 
 
 def test_garbage_collection_is_defensive():
@@ -46,3 +48,109 @@ def test_docker_container_with_env_file():
             assert "ADMIN_EMAIL=admin@example.org" in output
             assert "ROOT_URL=example.org/app" in output
             print(output)
+
+
+@pytest.fixture(name="transferable", params=(bytes, Path))
+def copy_sources_fixture(request, tmp_path: Path):
+    """
+    Provide source argument for tests of copy_into_container
+    """
+    raw_data = b"hello world"
+    if request.param is bytes:
+        return raw_data
+    elif request.param is Path:
+        my_file = tmp_path / "my_file"
+        my_file.write_bytes(raw_data)
+        return my_file
+    pytest.fail("Invalid type")
+
+
+def test_copy_into_container_at_runtime(transferable: Transferable):
+    # Given
+    destination_in_container = "/tmp/my_file"
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        # When
+        container.copy_into_container(transferable, destination_in_container)
+        result = container.exec(f"cat {destination_in_container}")
+
+    # Then
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_into_container_at_startup(transferable: Transferable):
+    # Given
+    destination_in_container = "/tmp/my_file"
+
+    container = DockerContainer("bash", command="sleep infinity")
+    container.with_copy_into_container(transferable, destination_in_container)
+
+    with container:
+        # When
+        result = container.exec(f"cat {destination_in_container}")
+
+    # Then
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_into_container_via_initializer(transferable: Transferable):
+    # Given
+    destination_in_container = "/tmp/my_file"
+    transferables: list[TransferSpec] = [(transferable, destination_in_container, 0o644)]
+
+    with DockerContainer("bash", command="sleep infinity", transferables=transferables) as container:
+        # When
+        result = container.exec(f"cat {destination_in_container}")
+
+    # Then
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_file_from_container(tmp_path: Path):
+    # Given
+    file_in_container = "/tmp/foo.txt"
+    destination_on_host = tmp_path / "foo.txt"
+    assert not destination_on_host.is_file()
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        result = container.exec(f'bash -c "echo -n hello world > {file_in_container}"')
+        assert result.exit_code == 0
+
+        # When
+        container.copy_from_container(file_in_container, destination_on_host)
+
+    # Then
+    assert destination_on_host.is_file()
+    assert destination_on_host.read_text() == "hello world"
+
+
+def test_copy_directory_into_container(tmp_path: Path):
+    # Given
+    source_dir = tmp_path / "my_directory"
+    source_dir.mkdir()
+    my_file = source_dir / "my_file"
+    my_file.write_bytes(b"hello world")
+
+    destination_in_container = "/tmp/my_destination_directory"
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        # When
+        container.copy_into_container(source_dir, destination_in_container)
+        result = container.exec(f"ls {destination_in_container}")
+
+        # Then - my_directory exists
+        assert result.exit_code == 0
+        assert result.output == b"my_directory\n"
+
+        # Then - my_file is in directory
+        result = container.exec(f"ls {destination_in_container}/my_directory")
+        assert result.exit_code == 0
+        assert result.output == b"my_file\n"
+
+        # Then - my_file contents are correct
+        result = container.exec(f"cat {destination_in_container}/my_directory/my_file")
+        assert result.exit_code == 0
+        assert result.output == b"hello world"

From 83157eb4acd931949cfec3d2a84db0a61685e739 Mon Sep 17 00:00:00 2001
From: Jan Koprowski <jan.koprowski@gmail.com>
Date: Wed, 1 Apr 2026 15:50:14 +0200
Subject: [PATCH 092/208] fix(sftp): Avoid using wait_for_logs in module.
 (#995)

This fixes bug #994.

---------

Co-authored-by: Jan Koprowski <jan.koprowski@openchip.com>
---
 modules/sftp/testcontainers/sftp/__init__.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/modules/sftp/testcontainers/sftp/__init__.py b/modules/sftp/testcontainers/sftp/__init__.py
index 0e073ea1a..1f39b9b83 100644
--- a/modules/sftp/testcontainers/sftp/__init__.py
+++ b/modules/sftp/testcontainers/sftp/__init__.py
@@ -20,7 +20,7 @@
 from cryptography.hazmat.primitives.asymmetric import rsa
 
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 if TYPE_CHECKING:
     from typing_extensions import Self
@@ -265,8 +265,9 @@ def _configure(self) -> None:
         self.with_exposed_ports(self.port)
 
     def start(self) -> Self:
+        strategy = LogMessageWaitStrategy(f".*Server listening on 0.0.0.0 port {self.port}.*")
+        self.waiting_for(strategy)
         super().start()
-        wait_for_logs(self, f".*Server listening on 0.0.0.0 port {self.port}.*")
         return self
 
     def get_exposed_sftp_port(self) -> int:

From 898faf6a5955698958be6e8cfd32b87323d62a44 Mon Sep 17 00:00:00 2001
From: Jens Baitinger <jens.baitinger@posteo.de>
Date: Wed, 1 Apr 2026 17:35:38 +0200
Subject: [PATCH 093/208] feat(keycloak): support for relative path and
 management relative path (#982)

When these parameters were set, the functions get_url() and
get_management_url() did return the wrong URLs (without the prefix)

Now the implementation checks if the parameter is checked and adds it to
the returned URL

This solves
https://github.com/testcontainers/testcontainers-python/issues/964

Co-authored-by: Baitinger Jens <jens.baitinger@de.bosch.com>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .../keycloak/testcontainers/keycloak/__init__.py   | 14 ++++++++++++--
 modules/keycloak/tests/test_keycloak.py            |  9 ++++++++-
 2 files changed, 20 insertions(+), 3 deletions(-)

diff --git a/modules/keycloak/testcontainers/keycloak/__init__.py b/modules/keycloak/testcontainers/keycloak/__init__.py
index 21ffc4231..044ba0b2b 100644
--- a/modules/keycloak/testcontainers/keycloak/__init__.py
+++ b/modules/keycloak/testcontainers/keycloak/__init__.py
@@ -78,12 +78,22 @@ def _configure(self) -> None:
     def get_url(self) -> str:
         host = self.get_container_host_ip()
         port = self.get_exposed_port(self.port)
-        return f"http://{host}:{port}"
+
+        if "KC_HTTP_RELATIVE_PATH" in self.env:
+            path = self.env.get("KC_HTTP_RELATIVE_PATH", "").strip("/")
+            return f"http://{host}:{port}/{path}/"
+        else:
+            return f"http://{host}:{port}"
 
     def get_management_url(self) -> str:
         host = self.get_container_host_ip()
         port = self.get_exposed_port(self.management_port)
-        return f"http://{host}:{port}"
+
+        if "KC_HTTP_MANAGEMENT_RELATIVE_PATH" in self.env:
+            path = self.env.get("KC_HTTP_MANAGEMENT_RELATIVE_PATH", "").strip("/")
+            return f"http://{host}:{port}/{path}/"
+        else:
+            return f"http://{host}:{port}"
 
     @wait_container_is_ready(requests.exceptions.ConnectionError, requests.exceptions.ReadTimeout)
     def _readiness_probe(self) -> None:
diff --git a/modules/keycloak/tests/test_keycloak.py b/modules/keycloak/tests/test_keycloak.py
index 24f533d11..4df0ca9c9 100644
--- a/modules/keycloak/tests/test_keycloak.py
+++ b/modules/keycloak/tests/test_keycloak.py
@@ -2,7 +2,14 @@
 from testcontainers.keycloak import KeycloakContainer
 
 
-@pytest.mark.parametrize("image_version", ["26.0.0", "25.0", "24.0.1", "18.0"])
+@pytest.mark.parametrize("image_version", ["26.4.0", "26.0.0", "25.0", "24.0.1", "18.0"])
 def test_docker_run_keycloak(image_version: str):
     with KeycloakContainer(f"quay.io/keycloak/keycloak:{image_version}") as keycloak_admin:
         assert keycloak_admin.get_client().users_count() == 1
+
+
+def test_docker_run_keycloak_with_management_relative_path():
+    with KeycloakContainer("quay.io/keycloak/keycloak:26.4.0").with_env(
+        "KC_HTTP_MANAGEMENT_RELATIVE_PATH", "/some/deeply/nested/path"
+    ) as keycloak_admin:
+        assert keycloak_admin.get_client().users_count() == 1

From 0e0bb24a2bddfd8a03bebdfc3b9ff8cf8c78092b Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Thu, 2 Apr 2026 00:16:02 +0300
Subject: [PATCH 094/208] fix(core): Refactor copy file (#996)

Follow-up to #852, cleaning up the copy file feature after it landed.
(Related to #676)
---
 core/README.rst                          |  17 +++
 core/testcontainers/core/container.py    |  63 +++-------
 core/testcontainers/core/transferable.py |  27 ++++
 core/tests/test_core.py                  | 108 ----------------
 core/tests/test_transferable.py          | 153 +++++++++++++++++++++++
 uv.lock                                  |   4 +-
 6 files changed, 215 insertions(+), 157 deletions(-)
 create mode 100644 core/tests/test_transferable.py

diff --git a/core/README.rst b/core/README.rst
index 2dd4f33eb..8fc2aa16e 100644
--- a/core/README.rst
+++ b/core/README.rst
@@ -51,3 +51,20 @@ Using `DockerContainer` and `DockerImage` to create a container:
 
 The `DockerImage` class is used to build the image from the specified path and tag.
 The `DockerContainer` class is then used to create a container from the image.
+
+Copying a file from disk into a container:
+
+.. doctest::
+
+    >>> import tempfile
+    >>> from pathlib import Path
+    >>> from testcontainers.core.container import DockerContainer
+
+    >>> with tempfile.TemporaryDirectory() as tmp:
+    ...     my_file = Path(tmp) / "my_file.txt"
+    ...     _ = my_file.write_text("file content")
+    ...     with DockerContainer("bash", command="sleep infinity") as container:
+    ...         container.copy_into_container(my_file, "/tmp/my_file.txt")
+    ...         result = container.exec("cat /tmp/my_file.txt")
+    ...         result.output
+    b'file content'
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 6076d5818..09a980b28 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -21,7 +21,7 @@
 from testcontainers.core.exceptions import ContainerConnectException, ContainerStartException
 from testcontainers.core.labels import LABEL_SESSION_ID, SESSION_ID
 from testcontainers.core.network import Network
-from testcontainers.core.transferable import Transferable, TransferSpec
+from testcontainers.core.transferable import Transferable, TransferSpec, build_transfer_tar
 from testcontainers.core.utils import is_arm, setup_logger
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 from testcontainers.core.waiting_utils import WaitStrategy
@@ -289,7 +289,7 @@ def with_volume_mapping(self, host: Union[str, PathLike[str]], container: str, m
 
     def with_tmpfs_mount(self, container_path: str, size: Optional[str] = None) -> Self:
         """Mount a tmpfs volume on the container.
-        
+
         :param container_path: Container path to mount tmpfs on (e.g., '/data')
         :param size: Optional size limit (e.g., '256m', '1g'). If None, unbounded.
         :return: Self for chaining
@@ -342,57 +342,24 @@ def copy_into_container(self, transferable: Transferable, destination_in_contain
         return self._transfer_into_container(transferable, destination_in_container, mode)
 
     def _transfer_into_container(self, transferable: Transferable, destination_in_container: str, mode: int) -> None:
-        if isinstance(transferable, bytes):
-            self._transfer_file_content_into_container(transferable, destination_in_container, mode)
-        elif isinstance(transferable, pathlib.Path):
-            if transferable.is_file():
-                self._transfer_file_content_into_container(transferable.read_bytes(), destination_in_container, mode)
-            elif transferable.is_dir():
-                self._transfer_directory_into_container(transferable, destination_in_container, mode)
-            else:
-                raise TypeError(f"Path {transferable} is neither a file nor directory")
-        else:
-            raise TypeError("source must be bytes or PathLike")
-
-    def _transfer_file_content_into_container(
-        self, file_content: bytes, destination_in_container: str, mode: int
-    ) -> None:
-        fileobj = io.BytesIO()
-        with tarfile.open(fileobj=fileobj, mode="w") as tar:
-            tarinfo = tarfile.TarInfo(name=destination_in_container)
-            tarinfo.size = len(file_content)
-            tarinfo.mode = mode
-            tar.addfile(tarinfo, io.BytesIO(file_content))
-        fileobj.seek(0)
-        assert self._container is not None
-        rv = self._container.put_archive(path="/", data=fileobj.getvalue())
-        assert rv is True
-
-    def _transfer_directory_into_container(
-        self, source_directory: pathlib.Path, destination_in_container: str, mode: int
-    ) -> None:
-        assert self._container is not None
-        result = self._container.exec_run(["mkdir", "-p", destination_in_container])
-        assert result.exit_code == 0
+        if not self._container:
+            raise ContainerStartException("Container must be started before transferring files")
 
-        fileobj = io.BytesIO()
-        with tarfile.open(fileobj=fileobj, mode="w") as tar:
-            tar.add(source_directory, arcname=source_directory.name)
-        fileobj.seek(0)
-        rv = self._container.put_archive(path=destination_in_container, data=fileobj.getvalue())
-        assert rv is True
+        data = build_transfer_tar(transferable, destination_in_container, mode)
+        if not self._container.put_archive(path="/", data=data):
+            raise OSError(f"Failed to put archive into container at {destination_in_container}")
 
     def copy_from_container(self, source_in_container: str, destination_on_host: pathlib.Path) -> None:
-        assert self._container is not None
+        if not self._container:
+            raise ContainerStartException("Container must be started before copying files")
+
         tar_stream, _ = self._container.get_archive(source_in_container)
 
-        for chunk in tar_stream:
-            with tarfile.open(fileobj=io.BytesIO(chunk)) as tar:
-                for member in tar.getmembers():
-                    with open(destination_on_host, "wb") as f:
-                        fileobj = tar.extractfile(member)
-                        assert fileobj is not None
-                        f.write(fileobj.read())
+        with tarfile.open(fileobj=io.BytesIO(b"".join(tar_stream))) as tar:
+            for member in tar.getmembers():
+                extracted = tar.extractfile(member)
+                if extracted is not None:
+                    destination_on_host.write_bytes(extracted.read())
 
 
 class Reaper:
diff --git a/core/testcontainers/core/transferable.py b/core/testcontainers/core/transferable.py
index 4d3439ca3..1f90f8e07 100644
--- a/core/testcontainers/core/transferable.py
+++ b/core/testcontainers/core/transferable.py
@@ -1,6 +1,33 @@
+import io
 import pathlib
+import tarfile
 from typing import Union
 
 Transferable = Union[bytes, pathlib.Path]
 
 TransferSpec = Union[tuple[Transferable, str], tuple[Transferable, str, int]]
+
+
+def build_transfer_tar(transferable: Transferable, destination: str, mode: int = 0o644) -> bytes:
+    """Build a tar archive containing the transferable, ready for put_archive(path="/")."""
+    buf = io.BytesIO()
+    with tarfile.open(fileobj=buf, mode="w") as tar:
+        if isinstance(transferable, bytes):
+            info = tarfile.TarInfo(name=destination)
+            info.size = len(transferable)
+            info.mode = mode
+            tar.addfile(info, io.BytesIO(transferable))
+        elif isinstance(transferable, pathlib.Path):
+            if transferable.is_file():
+                info = tarfile.TarInfo(name=destination)
+                info.size = transferable.stat().st_size
+                info.mode = mode
+                with transferable.open("rb") as f:
+                    tar.addfile(info, f)
+            elif transferable.is_dir():
+                tar.add(str(transferable), arcname=f"{destination.rstrip('/')}/{transferable.name}")
+            else:
+                raise TypeError(f"Path {transferable} is neither a file nor directory")
+        else:
+            raise TypeError("source must be bytes or Path")
+    return buf.getvalue()
diff --git a/core/tests/test_core.py b/core/tests/test_core.py
index fd2323e65..9312b0bca 100644
--- a/core/tests/test_core.py
+++ b/core/tests/test_core.py
@@ -1,9 +1,7 @@
 import tempfile
 from pathlib import Path
 
-import pytest
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.transferable import Transferable, TransferSpec
 
 
 def test_garbage_collection_is_defensive():
@@ -48,109 +46,3 @@ def test_docker_container_with_env_file():
             assert "ADMIN_EMAIL=admin@example.org" in output
             assert "ROOT_URL=example.org/app" in output
             print(output)
-
-
-@pytest.fixture(name="transferable", params=(bytes, Path))
-def copy_sources_fixture(request, tmp_path: Path):
-    """
-    Provide source argument for tests of copy_into_container
-    """
-    raw_data = b"hello world"
-    if request.param is bytes:
-        return raw_data
-    elif request.param is Path:
-        my_file = tmp_path / "my_file"
-        my_file.write_bytes(raw_data)
-        return my_file
-    pytest.fail("Invalid type")
-
-
-def test_copy_into_container_at_runtime(transferable: Transferable):
-    # Given
-    destination_in_container = "/tmp/my_file"
-
-    with DockerContainer("bash", command="sleep infinity") as container:
-        # When
-        container.copy_into_container(transferable, destination_in_container)
-        result = container.exec(f"cat {destination_in_container}")
-
-    # Then
-    assert result.exit_code == 0
-    assert result.output == b"hello world"
-
-
-def test_copy_into_container_at_startup(transferable: Transferable):
-    # Given
-    destination_in_container = "/tmp/my_file"
-
-    container = DockerContainer("bash", command="sleep infinity")
-    container.with_copy_into_container(transferable, destination_in_container)
-
-    with container:
-        # When
-        result = container.exec(f"cat {destination_in_container}")
-
-    # Then
-    assert result.exit_code == 0
-    assert result.output == b"hello world"
-
-
-def test_copy_into_container_via_initializer(transferable: Transferable):
-    # Given
-    destination_in_container = "/tmp/my_file"
-    transferables: list[TransferSpec] = [(transferable, destination_in_container, 0o644)]
-
-    with DockerContainer("bash", command="sleep infinity", transferables=transferables) as container:
-        # When
-        result = container.exec(f"cat {destination_in_container}")
-
-    # Then
-    assert result.exit_code == 0
-    assert result.output == b"hello world"
-
-
-def test_copy_file_from_container(tmp_path: Path):
-    # Given
-    file_in_container = "/tmp/foo.txt"
-    destination_on_host = tmp_path / "foo.txt"
-    assert not destination_on_host.is_file()
-
-    with DockerContainer("bash", command="sleep infinity") as container:
-        result = container.exec(f'bash -c "echo -n hello world > {file_in_container}"')
-        assert result.exit_code == 0
-
-        # When
-        container.copy_from_container(file_in_container, destination_on_host)
-
-    # Then
-    assert destination_on_host.is_file()
-    assert destination_on_host.read_text() == "hello world"
-
-
-def test_copy_directory_into_container(tmp_path: Path):
-    # Given
-    source_dir = tmp_path / "my_directory"
-    source_dir.mkdir()
-    my_file = source_dir / "my_file"
-    my_file.write_bytes(b"hello world")
-
-    destination_in_container = "/tmp/my_destination_directory"
-
-    with DockerContainer("bash", command="sleep infinity") as container:
-        # When
-        container.copy_into_container(source_dir, destination_in_container)
-        result = container.exec(f"ls {destination_in_container}")
-
-        # Then - my_directory exists
-        assert result.exit_code == 0
-        assert result.output == b"my_directory\n"
-
-        # Then - my_file is in directory
-        result = container.exec(f"ls {destination_in_container}/my_directory")
-        assert result.exit_code == 0
-        assert result.output == b"my_file\n"
-
-        # Then - my_file contents are correct
-        result = container.exec(f"cat {destination_in_container}/my_directory/my_file")
-        assert result.exit_code == 0
-        assert result.output == b"hello world"
diff --git a/core/tests/test_transferable.py b/core/tests/test_transferable.py
new file mode 100644
index 000000000..992f163af
--- /dev/null
+++ b/core/tests/test_transferable.py
@@ -0,0 +1,153 @@
+from pathlib import Path
+
+import pytest
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.transferable import Transferable, TransferSpec, build_transfer_tar
+
+import io
+import tarfile
+from typing import Any
+
+
+def test_build_transfer_tar_from_bytes():
+    data = b"hello world"
+    tar_bytes = build_transfer_tar(data, "/tmp/my_file")
+
+    with tarfile.open(fileobj=io.BytesIO(tar_bytes)) as tar:
+        members = tar.getmembers()
+        assert len(members) == 1
+        assert members[0].name == "/tmp/my_file"
+        assert members[0].size == len(data)
+        assert members[0].mode == 0o644
+        extracted = tar.extractfile(members[0])
+        assert extracted is not None
+        assert extracted.read() == data
+
+
+def test_build_transfer_tar_from_file(tmp_path: Path):
+    my_file = tmp_path / "my_file"
+    my_file.write_bytes(b"file content")
+
+    tar_bytes = build_transfer_tar(my_file, "/dest/my_file", mode=0o755)
+
+    with tarfile.open(fileobj=io.BytesIO(tar_bytes)) as tar:
+        members = tar.getmembers()
+        assert len(members) == 1
+        assert members[0].name == "/dest/my_file"
+        assert members[0].mode == 0o755
+        extracted = tar.extractfile(members[0])
+        assert extracted is not None
+        assert extracted.read() == b"file content"
+
+
+def test_build_transfer_tar_from_directory(tmp_path: Path):
+    source_dir = tmp_path / "my_dir"
+    source_dir.mkdir()
+    (source_dir / "a.txt").write_bytes(b"aaa")
+
+    tar_bytes = build_transfer_tar(source_dir, "/dest")
+
+    with tarfile.open(fileobj=io.BytesIO(tar_bytes)) as tar:
+        names = tar.getnames()
+        assert any("my_dir" in n for n in names)
+        assert any("a.txt" in n for n in names)
+
+
+def test_build_transfer_tar_rejects_invalid_type():
+    with pytest.raises(TypeError, match="source must be bytes or Path"):
+        invalid: Any = 123
+        build_transfer_tar(invalid, "/tmp/bad")
+
+
+def test_build_transfer_tar_rejects_nonexistent_path(tmp_path: Path):
+    bad_path = tmp_path / "does_not_exist"
+    with pytest.raises(TypeError, match="neither a file nor directory"):
+        build_transfer_tar(bad_path, "/tmp/bad")
+
+
+@pytest.fixture(name="transferable", params=(bytes, Path))
+def copy_sources_fixture(request, tmp_path: Path):
+    """
+    Provide source argument for tests of copy_into_container
+    """
+    raw_data = b"hello world"
+    if request.param is bytes:
+        return raw_data
+    elif request.param is Path:
+        my_file = tmp_path / "my_file"
+        my_file.write_bytes(raw_data)
+        return my_file
+    pytest.fail("Invalid type")
+
+
+def test_copy_into_container_at_runtime(transferable: Transferable):
+    destination_in_container = "/tmp/my_file"
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        container.copy_into_container(transferable, destination_in_container)
+        result = container.exec(f"cat {destination_in_container}")
+
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_into_container_at_startup(transferable: Transferable):
+    destination_in_container = "/tmp/my_file"
+
+    container = DockerContainer("bash", command="sleep infinity")
+    container.with_copy_into_container(transferable, destination_in_container)
+
+    with container:
+        result = container.exec(f"cat {destination_in_container}")
+
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_into_container_via_initializer(transferable: Transferable):
+    destination_in_container = "/tmp/my_file"
+    transferables: list[TransferSpec] = [(transferable, destination_in_container, 0o644)]
+
+    with DockerContainer("bash", command="sleep infinity", transferables=transferables) as container:
+        result = container.exec(f"cat {destination_in_container}")
+
+    assert result.exit_code == 0
+    assert result.output == b"hello world"
+
+
+def test_copy_file_from_container(tmp_path: Path):
+    file_in_container = "/tmp/foo.txt"
+    destination_on_host = tmp_path / "foo.txt"
+    assert not destination_on_host.is_file()
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        result = container.exec(f'bash -c "echo -n hello world > {file_in_container}"')
+        assert result.exit_code == 0
+        container.copy_from_container(file_in_container, destination_on_host)
+
+    assert destination_on_host.is_file()
+    assert destination_on_host.read_text() == "hello world"
+
+
+def test_copy_directory_into_container(tmp_path: Path):
+    source_dir = tmp_path / "my_directory"
+    source_dir.mkdir()
+    my_file = source_dir / "my_file"
+    my_file.write_bytes(b"hello world")
+
+    destination_in_container = "/tmp/my_destination_directory"
+
+    with DockerContainer("bash", command="sleep infinity") as container:
+        container.copy_into_container(source_dir, destination_in_container)
+        result = container.exec(f"ls {destination_in_container}")
+
+        assert result.exit_code == 0
+        assert result.output == b"my_directory\n"
+
+        result = container.exec(f"ls {destination_in_container}/my_directory")
+        assert result.exit_code == 0
+        assert result.output == b"my_file\n"
+
+        result = container.exec(f"cat {destination_in_container}/my_directory/my_file")
+        assert result.exit_code == 0
+        assert result.output == b"hello world"
diff --git a/uv.lock b/uv.lock
index 76ad95040..22c671f37 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4896,7 +4896,7 @@ wheels = [
 
 [[package]]
 name = "testcontainers"
-version = "4.14.1"
+version = "4.14.2"
 source = { editable = "." }
 dependencies = [
     { name = "docker" },
@@ -4933,6 +4933,7 @@ db2 = [
 generic = [
     { name = "httpx" },
     { name = "redis" },
+    { name = "sqlalchemy" },
 ]
 google = [
     { name = "google-cloud-datastore" },
@@ -5132,6 +5133,7 @@ requires-dist = [
     { name = "redis", marker = "extra == 'redis'", specifier = ">=7" },
     { name = "selenium", marker = "extra == 'selenium'", specifier = ">=4" },
     { name = "sqlalchemy", marker = "extra == 'db2'", specifier = ">=2" },
+    { name = "sqlalchemy", marker = "extra == 'generic'" },
     { name = "sqlalchemy", marker = "extra == 'mssql'", specifier = ">=2" },
     { name = "sqlalchemy", marker = "extra == 'mysql'", specifier = ">=2" },
     { name = "sqlalchemy", marker = "extra == 'oracle'", specifier = ">=2" },

From 460b0d8a09635068815ea8c5c5a4e4cc1e3dfea7 Mon Sep 17 00:00:00 2001
From: Jon Miller <jmill@jmill.xyz>
Date: Wed, 1 Apr 2026 17:31:14 -0500
Subject: [PATCH 095/208] fix(generic): Migrate ServerContainer from deprecated
 decorator to HttpWaitStrategy (#971)

Hi there, I've seen this deprecation warning in a generic container.
This is my first PR in this project; I'm open to any feedback you may
have!

Related:
https://github.com/testcontainers/testcontainers-python/issues/874

Also updates the docs, highlighted in [this
comment](https://github.com/testcontainers/testcontainers-python/issues/874#issuecomment-3587724726)

Co-authored-by: Jon Miller <jonmiller@netflix.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 docs/features/wait_strategies.md               | 10 ++++------
 .../generic/testcontainers/generic/server.py   | 18 +++---------------
 2 files changed, 7 insertions(+), 21 deletions(-)

diff --git a/docs/features/wait_strategies.md b/docs/features/wait_strategies.md
index 3bb42eb69..a8b1351ae 100644
--- a/docs/features/wait_strategies.md
+++ b/docs/features/wait_strategies.md
@@ -4,19 +4,17 @@ Testcontainers-Python provides several strategies to wait for containers to be r
 
 ## Basic Wait Strategy
 
-The simplest way to wait for a container is using the `wait_container_is_ready` decorator:
+The simplest way to wait for a container is using a structured wait strategy:
 
 ```python
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 
 class MyContainer(DockerContainer):
-    @wait_container_is_ready()
     def _connect(self):
-        # Your connection logic here
-        pass
+        HttpWaitStrategy(8080).wait_until_ready(self)
 ```
 
-This decorator will retry the method until it succeeds or times out. By default, it will retry for 120 seconds with a 1-second interval between attempts.
+The strategy will retry until it succeeds or times out. By default, it will retry for 120 seconds with a 1-second interval between attempts.
 
 ## Log-based Waiting
 
diff --git a/modules/generic/testcontainers/generic/server.py b/modules/generic/testcontainers/generic/server.py
index fe990f179..efbd343a9 100644
--- a/modules/generic/testcontainers/generic/server.py
+++ b/modules/generic/testcontainers/generic/server.py
@@ -1,13 +1,11 @@
 from typing import Union
-from urllib.error import HTTPError, URLError
-from urllib.request import urlopen
 
 import httpx
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.image import DockerImage
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 
 
 class ServerContainer(DockerContainer):
@@ -40,19 +38,9 @@ def __init__(self, port: int, image: Union[str, DockerImage]) -> None:
         self.internal_port = port
         self.with_exposed_ports(self.internal_port)
 
-    @wait_container_is_ready(HTTPError, URLError)
     def _connect(self) -> None:
-        # noinspection HttpUrlsUsage
-        url = self._create_connection_url()
-        try:
-            with urlopen(url) as r:
-                assert b"" in r.read()
-        except HTTPError as e:
-            # 404 is expected, as the server may not have the specific endpoint we are looking for
-            if e.code == 404:
-                pass
-            else:
-                raise
+        strategy = HttpWaitStrategy(self.internal_port).for_status_code(404)
+        strategy.wait_until_ready(self)
 
     def get_api_url(self) -> str:
         raise NotImplementedError

From 87332c1332a30b673aac919b48e296e21f2c1baf Mon Sep 17 00:00:00 2001
From: Hugo-C <24675917+Hugo-C@users.noreply.github.com>
Date: Thu, 2 Apr 2026 00:34:59 +0200
Subject: [PATCH 096/208] fix(kafka): Use wait strategy instead of deprecated
 wait_for_logs (#903)

Related to
https://github.com/testcontainers/testcontainers-python/issues/874.

Since those containers first need to be started to know their exposed
ports, we cannot use `DockerContainer._wait_strategy`. We have to keep
checking logs manually in their own `start` methods.

Let me know if there is anything to change.

---------

Co-authored-by: Hugo-C <Hugo-C@users.noreply.github.com>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/kafka/testcontainers/kafka/_redpanda.py | 8 ++++++--
 modules/kafka/tests/test_redpanda.py            | 2 +-
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/modules/kafka/testcontainers/kafka/_redpanda.py b/modules/kafka/testcontainers/kafka/_redpanda.py
index b49957d03..a8adc0e03 100644
--- a/modules/kafka/testcontainers/kafka/_redpanda.py
+++ b/modules/kafka/testcontainers/kafka/_redpanda.py
@@ -1,11 +1,12 @@
 import os.path
+import re
 import tarfile
 import time
 from io import BytesIO
 from textwrap import dedent
 
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_for_logs
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 
 class RedpandaContainer(DockerContainer):
@@ -34,6 +35,7 @@ def __init__(
         self.redpanda_port = 9092
         self.schema_registry_port = 8081
         self.with_exposed_ports(self.redpanda_port, self.schema_registry_port)
+        self.wait_for: re.Pattern[str] = re.compile(r".*Started Kafka API server.*")
 
     def get_bootstrap_server(self) -> str:
         host = self.get_container_host_ip()
@@ -70,7 +72,9 @@ def start(self, timeout=10) -> "RedpandaContainer":
         self.with_command(command)
         super().start()
         self.tc_start()
-        wait_for_logs(self, r".*Started Kafka API server.*", timeout=timeout)
+        wait_strategy = LogMessageWaitStrategy(self.wait_for)
+        wait_strategy.with_startup_timeout(timeout)
+        wait_strategy.wait_until_ready(self)
         return self
 
     def create_file(self, content: bytes, path: str) -> None:
diff --git a/modules/kafka/tests/test_redpanda.py b/modules/kafka/tests/test_redpanda.py
index 7cee9fa8a..93f108a71 100644
--- a/modules/kafka/tests/test_redpanda.py
+++ b/modules/kafka/tests/test_redpanda.py
@@ -13,7 +13,7 @@ def test_redpanda_producer_consumer():
         produce_and_consume_message(container)
 
 
-@pytest.mark.parametrize("version", ["v23.1.13", "v23.3.10"])
+@pytest.mark.parametrize("version", ["v23.1.13", "v25.3.6"])
 def test_redpanda_confluent_version(version):
     with RedpandaContainer(image=f"docker.redpanda.com/redpandadata/redpanda:{version}") as container:
         produce_and_consume_message(container)

From baa566814b22fa922094a625ff92037cbe8bd93f Mon Sep 17 00:00:00 2001
From: Konstantin Veretennicov <kveretennicov+github@gmail.com>
Date: Fri, 3 Apr 2026 08:14:08 +0100
Subject: [PATCH 097/208] fix(azurite): make visible to type checkers (#927)

Closes #926 by adding PEP-561 marker file `py.typed`

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 modules/azurite/testcontainers/azurite/py.typed | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 modules/azurite/testcontainers/azurite/py.typed

diff --git a/modules/azurite/testcontainers/azurite/py.typed b/modules/azurite/testcontainers/azurite/py.typed
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/modules/azurite/testcontainers/azurite/py.typed
@@ -0,0 +1 @@
+

From d48115def127644964d4d2b09a38e3f4492cc43c Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Fri, 3 Apr 2026 20:25:12 +0300
Subject: [PATCH 098/208] feat(core): support SSH-based DOCKER_HOST (#993)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Fixes #992

## Problem

When `DOCKER_HOST` is set to an SSH URL (e.g. `ssh://user@remote-host`),
the Docker Python SDK rewrites `base_url` to `http+docker://ssh`, losing
the original hostname. This causes `DockerClient.host()` to return
`"ssh"` instead of the actual remote address, breaking container
connectivity.

Additionally, the SDK defaults to paramiko for SSH connections, which
crashes under pytest due to stdin capture conflicts.

## Changes

### `docker_client.py`
- Extract the remote hostname from `DOCKER_HOST` in `host()` instead of
relying on the SDK's rewritten `base_url`
- Default to `use_ssh_client=True` for SSH connections to avoid
paramiko/pytest stdin conflicts
- Sanitize SSH URLs with unsupported path components before passing to
the SDK
- Add `get_docker_host_hostname()` and `is_ssh_docker_host()` helpers

### `compose.py`
- Handle SSH in `PublishedPortModel.normalize()` — replace local bind
addresses (`0.0.0.0`, `127.0.0.1`, etc.) with the remote SSH hostname

### Tests
- Add SSH-specific tests for `DockerClient.host()`, connection mode,
compose port normalization, and URL sanitization
---
 Makefile                                      |  3 +
 core/testcontainers/compose/compose.py        | 18 ++++-
 core/testcontainers/core/docker_client.py     | 64 +++++++++++++++--
 .../port_multiple/compose.yaml                |  2 -
 .../compose_fixtures/port_single/compose.yaml |  1 -
 core/tests/test_compose.py                    | 26 +++++++
 core/tests/test_core_registry.py              | 13 +++-
 core/tests/test_docker_client.py              | 70 +++++++++++++++++--
 core/tests/test_docker_in_docker.py           | 12 +++-
 9 files changed, 193 insertions(+), 16 deletions(-)

diff --git a/Makefile b/Makefile
index 680b5d038..9292a84df 100644
--- a/Makefile
+++ b/Makefile
@@ -25,6 +25,9 @@ ${TESTS}: %/tests:
 quick-core-tests:  ## Run core tests excluding long_running
 	uv run coverage run --parallel -m pytest -v -m "not long_running" core/tests
 
+core-tests:  ## Run tests for the core package
+	uv run coverage run --parallel -m pytest -v core/tests
+
 coverage:  ## Target to combine and report coverage.
 	uv run coverage combine
 	uv run coverage report
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index c959b1341..dbaa8f442 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -11,6 +11,7 @@
 from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
 
+from testcontainers.core.docker_client import get_docker_host_hostname
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 from testcontainers.core.waiting_utils import WaitStrategy
 
@@ -45,10 +46,21 @@ class PublishedPortModel:
     Protocol: Optional[str] = None
 
     def normalize(self) -> "PublishedPortModel":
-        url_not_usable = system() == "Windows" and self.URL == "0.0.0.0"
-        if url_not_usable:
+        url = self.URL
+
+        # For SSH-based DOCKER_HOST, local addresses (0.0.0.0, 127.0.0.1, localhost, ::, ::1)
+        # refer to the remote machine, not the local one.
+        # Replace them with the actual remote hostname.
+        ssh_host = get_docker_host_hostname()
+        if ssh_host and url in ("0.0.0.0", "127.0.0.1", "localhost", "::", "::1"):
+            url = ssh_host
+        # On Windows, 0.0.0.0 is not usable — replace with 127.0.0.1
+        elif system() == "Windows" and url == "0.0.0.0":
+            url = "127.0.0.1"
+
+        if url != self.URL:
             self_dict = asdict(self)
-            self_dict.update({"URL": "127.0.0.1"})
+            self_dict.update({"URL": url})
             return PublishedPortModel(**self_dict)
         return self
 
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 12384c94c..74053455e 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -68,9 +68,12 @@ def __init__(self, **kwargs: Any) -> None:
         if docker_host:
             LOGGER.info(f"using host {docker_host}")
             os.environ["DOCKER_HOST"] = docker_host
-            self.client = docker.from_env(**kwargs)
-        else:
-            self.client = docker.from_env(**kwargs)
+            # Use shell-based SSH client instead of paramiko to avoid conflicts with pytest stdin capture
+            # (paramiko's invoke library fails when reading from captured stdin).
+            if docker_host.startswith("ssh://"):
+                kwargs.setdefault("use_ssh_client", True)
+
+        self.client = docker.from_env(**kwargs)
         self.client.api.headers["x-tc-sid"] = SESSION_ID
         self.client.api.headers["User-Agent"] = "tc-python/" + importlib.metadata.version("testcontainers")
 
@@ -234,6 +237,14 @@ def host(self) -> str:
         host = c.tc_host_override
         if host:
             return host
+
+        # For SSH-based connections, the Docker SDK rewrites base_url to
+        # "http+docker://ssh" which loses the original hostname.
+        # Extract it from the original DOCKER_HOST instead.
+        ssh_host = get_docker_host_hostname()
+        if ssh_host:
+            return ssh_host
+
         try:
             url = urllib.parse.urlparse(self.client.api.base_url)
         except ValueError:
@@ -266,7 +277,52 @@ def client_networks_create(self, name: str, param: dict[str, Any]) -> "DockerNet
 
 
 def get_docker_host() -> Optional[str]:
-    return c.tc_properties_get_tc_host() or os.getenv("DOCKER_HOST")
+    host = c.tc_properties_get_tc_host() or os.getenv("DOCKER_HOST")
+    if host:
+        return _sanitize_docker_host(host)
+    return None
+
+
+def get_docker_host_hostname() -> Optional[str]:
+    """Extract the remote hostname from an SSH-based DOCKER_HOST.
+
+    Returns the hostname (e.g. '192.168.1.42') when DOCKER_HOST is an ssh:// URL, or None otherwise.
+    """
+    docker_host = get_docker_host()
+    if docker_host and docker_host.startswith("ssh://"):
+        parsed = urllib.parse.urlparse(docker_host)
+        if parsed.hostname:
+            return parsed.hostname
+    return None
+
+
+def is_ssh_docker_host() -> bool:
+    """Check if the current DOCKER_HOST is an SSH-based connection."""
+    return get_docker_host_hostname() is not None
+
+
+def _sanitize_docker_host(docker_host: str) -> str:
+    """
+    Sanitize the DOCKER_HOST value for compatibility with the Docker SDK.
+
+    Strips path components from ``ssh://`` URLs because the Docker SDK
+    does not support them.  A lone trailing ``/`` is treated as
+    equivalent to no path and silently normalised without a warning.
+    """
+    if docker_host.startswith("ssh://"):
+        parsed = urllib.parse.urlparse(docker_host)
+        if parsed.path and parsed.path != "/":
+            sanitized = urllib.parse.urlunparse(parsed._replace(path=""))
+            LOGGER.warning(
+                "Stripped path from SSH DOCKER_HOST (unsupported by Docker SDK): %s -> %s",
+                docker_host,
+                sanitized,
+            )
+            return sanitized
+        if parsed.path == "/":
+            # Trailing slash is harmless — strip quietly.
+            return urllib.parse.urlunparse(parsed._replace(path=""))
+    return docker_host
 
 
 def get_docker_auth_config() -> Optional[str]:
diff --git a/core/tests/compose_fixtures/port_multiple/compose.yaml b/core/tests/compose_fixtures/port_multiple/compose.yaml
index 662079f5e..21a4f5e8c 100644
--- a/core/tests/compose_fixtures/port_multiple/compose.yaml
+++ b/core/tests/compose_fixtures/port_multiple/compose.yaml
@@ -7,7 +7,6 @@ services:
       - '82'
       - target: 80
         published: "5000-5999"
-        host_ip: 127.0.0.1
         protocol: tcp
     command:
       - sh
@@ -20,7 +19,6 @@ services:
     ports:
       - target: 80
         published: "5000-5999"
-        host_ip: 127.0.0.1
         protocol: tcp
     command:
       - sh
diff --git a/core/tests/compose_fixtures/port_single/compose.yaml b/core/tests/compose_fixtures/port_single/compose.yaml
index 88c19ab61..362a3c6b2 100644
--- a/core/tests/compose_fixtures/port_single/compose.yaml
+++ b/core/tests/compose_fixtures/port_single/compose.yaml
@@ -4,7 +4,6 @@ services:
     init: true
     ports:
       - target: 80
-        host_ip: 127.0.0.1
         protocol: tcp
     command:
       - sh
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index ee39ec0c0..f1faae5c4 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -382,3 +382,29 @@ def test_compose_profile_support(profiles: Optional[list[str]], running: list[st
         for service in not_running:
             with pytest.raises(ContainerIsNotRunning):
                 compose.get_container(service)
+
+
+@pytest.mark.parametrize(
+    "docker_host_env, url, expected_url",
+    [
+        pytest.param("ssh://user@10.0.0.5", "0.0.0.0", "10.0.0.5", id="ssh_replaces_wildcard"),
+        pytest.param("ssh://user@10.0.0.5", "127.0.0.1", "10.0.0.5", id="ssh_replaces_loopback"),
+        pytest.param("ssh://user@10.0.0.5", "::", "10.0.0.5", id="ssh_replaces_ipv6_any"),
+        pytest.param("tcp://localhost:2375", "0.0.0.0", "0.0.0.0", id="non_ssh_keeps_original"),
+    ],
+)
+def test_compose_normalize_rewrites_local_url_for_ssh_docker_host(
+    monkeypatch: pytest.MonkeyPatch, docker_host_env: str, url: str, expected_url: str
+) -> None:
+    """When DOCKER_HOST is an SSH URL, normalize() should replace local addresses
+    with the remote hostname — exercising the real get_docker_host_hostname() path."""
+    from testcontainers.compose.compose import PublishedPortModel
+    from testcontainers.core.config import testcontainers_config as tc_config
+
+    monkeypatch.setenv("DOCKER_HOST", docker_host_env)
+    monkeypatch.setattr(tc_config, "tc_properties_get_tc_host", lambda: None)
+
+    model = PublishedPortModel(URL=url, TargetPort=80, PublishedPort=9999, Protocol="tcp")
+    result = model.normalize()
+    assert result.URL == expected_url
+    assert result.PublishedPort == 9999
diff --git a/core/tests/test_core_registry.py b/core/tests/test_core_registry.py
index 38c37b5bd..fd65fcb0b 100644
--- a/core/tests/test_core_registry.py
+++ b/core/tests/test_core_registry.py
@@ -3,6 +3,9 @@
 Note: Using the testcontainers-python library to test the Docker registry.
 This could be considered a bad practice as it is not recommended to use the same library to test itself.
 However, it is a very good use case for DockerRegistryContainer and allows us to test it thoroughly.
+
+Note2: These tests are skipped on macOS and SSH-based Docker hosts because they rely on insecure HTTP registries,
+which are not supported in those environments without additional configuration.
 """
 
 import json
@@ -14,7 +17,7 @@
 
 from testcontainers.core.config import testcontainers_config
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient
+from testcontainers.core.docker_client import DockerClient, is_ssh_docker_host
 from testcontainers.core.waiting_utils import wait_for_logs
 
 from testcontainers.registry import DockerRegistryContainer
@@ -25,6 +28,10 @@
     is_mac(),
     reason="Docker Desktop on macOS does not support insecure private registries without daemon reconfiguration",
 )
+@pytest.mark.skipif(
+    is_ssh_docker_host(),
+    reason="Remote Docker via SSH requires HTTPS for non-localhost registries; insecure HTTP registries are not accessible",
+)
 def test_missing_on_private_registry(monkeypatch):
     username = "user"
     password = "pass"
@@ -50,6 +57,10 @@ def test_missing_on_private_registry(monkeypatch):
     is_mac(),
     reason="Docker Desktop on macOS does not support local insecure registries over HTTP without modifying daemon settings",
 )
+@pytest.mark.skipif(
+    is_ssh_docker_host(),
+    reason="Remote Docker via SSH requires HTTPS for non-localhost registries; insecure HTTP registries are not accessible",
+)
 @pytest.mark.parametrize(
     "image,tag,username,password,expected_output",
     [
diff --git a/core/tests/test_docker_client.py b/core/tests/test_docker_client.py
index 3cf7facd0..23dfe0748 100644
--- a/core/tests/test_docker_client.py
+++ b/core/tests/test_docker_client.py
@@ -10,7 +10,7 @@
 
 from testcontainers.core.config import testcontainers_config as c, ConnectionMode
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient
+from testcontainers.core.docker_client import DockerClient, is_ssh_docker_host
 from testcontainers.core.auth import parse_docker_auth_config
 from testcontainers.core.image import DockerImage
 from testcontainers.core import utils
@@ -20,13 +20,23 @@
 from docker.models.networks import Network
 
 
+def _expected_from_env_kwargs(**kwargs: Any) -> dict[str, Any]:
+    """Build the kwargs we expect ``docker.from_env`` to be called with.
+
+    When DOCKER_HOST is SSH-based, ``use_ssh_client=True`` is added automatically.
+    """
+    if is_ssh_docker_host():
+        kwargs.setdefault("use_ssh_client", True)
+    return kwargs
+
+
 def test_docker_client_from_env():
     test_kwargs = {"test_kw": "test_value"}
     mock_docker = MagicMock(spec=docker)
     with patch("testcontainers.core.docker_client.docker", mock_docker):
         DockerClient(**test_kwargs)
 
-    mock_docker.from_env.assert_called_with(**test_kwargs)
+    mock_docker.from_env.assert_called_with(**_expected_from_env_kwargs(**test_kwargs))
 
 
 def test_docker_client_login_no_login():
@@ -111,7 +121,7 @@ def test_container_docker_client_kw():
     with patch("testcontainers.core.docker_client.docker", mock_docker):
         DockerContainer(image="", docker_client_kw=test_kwargs)
 
-    mock_docker.from_env.assert_called_with(**test_kwargs)
+    mock_docker.from_env.assert_called_with(**_expected_from_env_kwargs(**test_kwargs))
 
 
 def test_image_docker_client_kw():
@@ -120,7 +130,7 @@ def test_image_docker_client_kw():
     with patch("testcontainers.core.docker_client.docker", mock_docker):
         DockerImage(name="", path="", docker_client_kw=test_kwargs)
 
-    mock_docker.from_env.assert_called_with(**test_kwargs)
+    mock_docker.from_env.assert_called_with(**_expected_from_env_kwargs(**test_kwargs))
 
 
 def test_host_prefer_host_override(monkeypatch: pytest.MonkeyPatch) -> None:
@@ -139,6 +149,8 @@ def test_host_prefer_host_override(monkeypatch: pytest.MonkeyPatch) -> None:
     ],
 )
 def test_host(monkeypatch: pytest.MonkeyPatch, base_url: str, expected: str) -> None:
+    if is_ssh_docker_host():
+        pytest.skip("base_url parsing is not exercised under SSH (host() returns SSH hostname)")
     client = DockerClient()
     monkeypatch.setattr(client.client.api, "base_url", base_url)
     monkeypatch.setattr(c, "tc_host_override", None)
@@ -270,6 +282,8 @@ def test_run_uses_found_network(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     If a host network is found, use it
     """
+    if is_ssh_docker_host():
+        pytest.skip("Host network discovery is skipped when DOCKER_HOST is set")
 
     client = DockerClient()
 
@@ -293,3 +307,51 @@ def __init__(self) -> None:
     assert client.run("test") == "CONTAINER"
 
     assert fake_client.containers.calls[0]["network"] == "new_bridge_network"
+
+
+@pytest.mark.parametrize(
+    "docker_host, expected",
+    [
+        pytest.param("ssh://user@192.168.1.42", "ssh://user@192.168.1.42", id="no_path"),
+        pytest.param("ssh://user@host/", "ssh://user@host", id="trailing_slash"),
+        pytest.param("ssh://user@host/some/path", "ssh://user@host", id="strips_path"),
+        pytest.param("tcp://localhost:2375", "tcp://localhost:2375", id="tcp_unchanged"),
+        pytest.param("unix:///var/run/docker.sock", "unix:///var/run/docker.sock", id="unix_unchanged"),
+    ],
+)
+def test_sanitize_docker_host(docker_host: str, expected: str) -> None:
+    from testcontainers.core.docker_client import _sanitize_docker_host
+
+    assert _sanitize_docker_host(docker_host) == expected
+
+
+@pytest.mark.parametrize(
+    "docker_host, expected_hostname",
+    [
+        pytest.param("ssh://user@192.168.1.42", "192.168.1.42", id="ssh_ip"),
+        pytest.param("ssh://user@myhost.example.com", "myhost.example.com", id="ssh_fqdn"),
+        pytest.param("tcp://localhost:2375", None, id="tcp_returns_none"),
+        pytest.param(None, None, id="unset_returns_none"),
+    ],
+)
+def test_get_docker_host_hostname(monkeypatch: pytest.MonkeyPatch, docker_host: str, expected_hostname) -> None:
+    from testcontainers.core.docker_client import get_docker_host_hostname
+
+    monkeypatch.setattr(c, "tc_properties_get_tc_host", lambda: None)
+    if docker_host:
+        monkeypatch.setenv("DOCKER_HOST", docker_host)
+    else:
+        monkeypatch.delenv("DOCKER_HOST", raising=False)
+    assert get_docker_host_hostname() == expected_hostname
+
+
+def test_ssh_docker_host(monkeypatch: pytest.MonkeyPatch) -> None:
+    """Verify SSH DOCKER_HOST sets use_ssh_client and host() returns the remote hostname."""
+    monkeypatch.setenv("DOCKER_HOST", "ssh://user@10.0.0.1")
+    monkeypatch.setattr(c, "tc_properties_get_tc_host", lambda: None)
+    monkeypatch.setattr(c, "tc_host_override", None)
+    mock_docker = MagicMock(spec=docker)
+    with patch("testcontainers.core.docker_client.docker", mock_docker):
+        client = DockerClient()
+    mock_docker.from_env.assert_called_once_with(use_ssh_client=True)
+    assert client.host() == "10.0.0.1"
diff --git a/core/tests/test_docker_in_docker.py b/core/tests/test_docker_in_docker.py
index ada83c5ff..be9703621 100644
--- a/core/tests/test_docker_in_docker.py
+++ b/core/tests/test_docker_in_docker.py
@@ -15,7 +15,7 @@
 from testcontainers.core.labels import SESSION_ID
 from testcontainers.core.network import Network
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient, LOGGER
+from testcontainers.core.docker_client import DockerClient, LOGGER, is_ssh_docker_host
 from testcontainers.core.utils import inside_container
 from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
@@ -23,6 +23,11 @@
 _DIND_PYTHON_VERSION = (3, 13)
 
 
+SKIP_SSH_DOCKER = pytest.mark.skipif(
+    is_ssh_docker_host(),
+    reason="DinD/DooD tests require local Docker socket access, incompatible with SSH DOCKER_HOST",
+)
+
 RUN_ONCE_IN_CI = pytest.mark.skipif(
     bool(os.environ.get("CI")) and tuple([*sys.version_info][:2]) != _DIND_PYTHON_VERSION,
     reason=(
@@ -51,6 +56,7 @@ def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
 
 
 @pytest.mark.skipif(is_mac(), reason="Docker socket forwarding (socat) is unsupported on Docker Desktop for macOS")
+@SKIP_SSH_DOCKER
 @RUN_ONCE_IN_CI
 def test_wait_for_logs_docker_in_docker():
     # real dind isn't possible (AFAIK) in CI
@@ -84,6 +90,7 @@ def test_wait_for_logs_docker_in_docker():
     is_mac(),
     reason="Bridge networking and Docker socket forwarding are not supported on Docker Desktop for macOS",
 )
+@SKIP_SSH_DOCKER
 @RUN_ONCE_IN_CI
 def test_dind_inherits_network():
     client = DockerClient()
@@ -168,6 +175,7 @@ def get_docker_info() -> dict[str, Any]:
 @pytest.mark.xfail(reason="Does not work in rootless docker i.e. github actions")
 @pytest.mark.inside_docker_check
 @pytest.mark.skipif(not os.environ.get(EXPECTED_NETWORK_VAR), reason="No expected network given")
+@SKIP_SSH_DOCKER
 def test_find_host_network_in_dood() -> None:
     """
     Check that the correct host network is found for DooD
@@ -185,6 +193,7 @@ def test_find_host_network_in_dood() -> None:
     reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
 )
 @pytest.mark.skipif(not Path(tcc.ryuk_docker_socket).exists(), reason="No docker socket available")
+@SKIP_SSH_DOCKER
 @RUN_ONCE_IN_CI
 def test_dood(python_testcontainer_image: str) -> None:
     """
@@ -225,6 +234,7 @@ def test_dood(python_testcontainer_image: str) -> None:
     is_mac(),
     reason="Docker socket mounting and container networking do not work reliably on Docker Desktop for macOS",
 )
+@SKIP_SSH_DOCKER
 @RUN_ONCE_IN_CI
 def test_dind(python_testcontainer_image: str, tmp_path: Path) -> None:
     """

From 407f79825be97865010dc0119cdfe3498a609a08 Mon Sep 17 00:00:00 2001
From: Ethan Lee <87640907+ethanlee928@users.noreply.github.com>
Date: Sat, 4 Apr 2026 05:37:02 +0800
Subject: [PATCH 099/208] fix(qdrant): migrate Qdrant from deprecated
 decorator. (#963)

## Summary

Hello, this PR addresses the deprecation warning coming from
`QdrantContainer`.

The container currently uses the deprecated `@wait_container_is_ready()`
decorator, which is scheduled for removal.
This change migrates to the recommended `LogMessageWaitStrategy`.

Additionally, the Qdrant Docker image version has been updated to match
the Qdrant client version, resolving the following warning:
`UserWarning: Qdrant client version 1.16.2 is incompatible with server
version 1.13.5.`

## Testing

All qdrant test cases passed:

```bash
poetry run pytest modules/qdrant/tests/ -v

============== 4 passed, 3 warnings in 3.07s ==============
```
The remaining warnings are related to `UserWarning: Api key is used with
an insecure connection.`, which is out of scope for this PR.

Thank you for reviewing!

---------

Co-authored-by: ethanlee <ethanlee@sebit.world>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 modules/qdrant/testcontainers/qdrant/__init__.py | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

diff --git a/modules/qdrant/testcontainers/qdrant/__init__.py b/modules/qdrant/testcontainers/qdrant/__init__.py
index 3b77b50fd..b2a2e8df2 100644
--- a/modules/qdrant/testcontainers/qdrant/__init__.py
+++ b/modules/qdrant/testcontainers/qdrant/__init__.py
@@ -15,12 +15,11 @@
 from pathlib import Path
 from typing import Optional
 
-from testcontainers.core.config import testcontainers_config as c
-from testcontainers.core.generic import DbContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 
-class QdrantContainer(DbContainer):
+class QdrantContainer(DockerContainer):
     """
     Qdrant vector database container.
 
@@ -39,7 +38,7 @@ class QdrantContainer(DbContainer):
 
     def __init__(
         self,
-        image: str = "qdrant/qdrant:v1.13.5",
+        image: str = "qdrant/qdrant:v1.16.2",
         rest_port: int = 6333,
         grpc_port: int = 6334,
         api_key: Optional[str] = None,
@@ -59,9 +58,8 @@ def __init__(
     def _configure(self) -> None:
         self.with_env("QDRANT__SERVICE__API_KEY", self._api_key)
 
-    @wait_container_is_ready()
     def _connect(self) -> None:
-        wait_for_logs(self, ".*Actix runtime found; starting in Actix runtime.*", c.timeout)
+        LogMessageWaitStrategy(".*Actix runtime found; starting in Actix runtime.*").wait_until_ready(self)
 
     def get_client(self, **kwargs):
         """

From 803454147c03418b7b06601d251eb491a2cd79cf Mon Sep 17 00:00:00 2001
From: David Dzhalaev <72649244+dzhalaevd@users.noreply.github.com>
Date: Sat, 4 Apr 2026 00:50:34 +0300
Subject: [PATCH 100/208] fix(clickhouse): add `HttpWaitStrategy` instead of
 deprecated `wait_container_is_ready` (#962)

### What was wrong?
Decorator `wait_container_is_ready` is deprecated and raise
`DeprecationWarning`

Related issue: #874

### How it was fixed?
Replace the deprecated `wait_container_is_ready` decorator with
`HttpWaitStrategy` in the `ClickHouseContainer`

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 .../clickhouse/testcontainers/clickhouse/__init__.py  | 11 +++--------
 1 file changed, 3 insertions(+), 8 deletions(-)

diff --git a/modules/clickhouse/testcontainers/clickhouse/__init__.py b/modules/clickhouse/testcontainers/clickhouse/__init__.py
index fbc8fab65..00ebde809 100644
--- a/modules/clickhouse/testcontainers/clickhouse/__init__.py
+++ b/modules/clickhouse/testcontainers/clickhouse/__init__.py
@@ -12,12 +12,10 @@
 #    under the License.
 import os
 from typing import Optional
-from urllib.error import HTTPError, URLError
-from urllib.request import urlopen
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 
 
 class ClickHouseContainer(DbContainer):
@@ -58,12 +56,9 @@ def __init__(
         self.with_exposed_ports(self.port)
         self.with_exposed_ports(8123)
 
-    @wait_container_is_ready(HTTPError, URLError)
     def _connect(self) -> None:
-        # noinspection HttpUrlsUsage
-        url = f"http://{self.get_container_host_ip()}:{self.get_exposed_port(8123)}"
-        with urlopen(url) as r:
-            assert b"Ok" in r.read()
+        strategy = HttpWaitStrategy(8123).for_response_predicate(lambda response: "Ok" in response)
+        strategy.wait_until_ready(self)
 
     def _configure(self) -> None:
         self.with_env("CLICKHOUSE_USER", self.username)

From fed65fe14507020007c115c535364c90d4bbdde9 Mon Sep 17 00:00:00 2001
From: Praneeth Jain <praneethjain005@gmail.com>
Date: Sat, 4 Apr 2026 04:04:21 +0530
Subject: [PATCH 101/208] fix(compose): return type in get_service_port
 docstring (#939)

Noticed a mismatch in a function docstring while using the library.
Fixed return type of `get_service_port` from `str` to `int`

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 core/testcontainers/compose/compose.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index dbaa8f442..4defac60d 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -506,7 +506,7 @@ def get_service_port(
 
         Returns
         -------
-        str:
+        int:
             The mapped port on the host
         """
         normalize: PublishedPortModel = self.get_container(service_name).get_publisher(by_port=port).normalize()

From 58459a13a1523c5dec8b21b0e16ae1afdce48156 Mon Sep 17 00:00:00 2001
From: Victor Cavichioli <79488234+VictorCavichioli@users.noreply.github.com>
Date: Fri, 3 Apr 2026 19:34:45 -0300
Subject: [PATCH 102/208] feat(compose): add structured container inspect
 information (#897)

Summary
This PR adds the ability to retrieve detailed container information from
docker inspect in a structured format for ComposeContainer objects, with
lazy loading and caching for optimal performance.

Related with #857

---------

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 conf.py                                   |   1 +
 core/testcontainers/compose/compose.py    |  49 +-
 core/testcontainers/core/container.py     |  23 +
 core/testcontainers/core/docker_client.py |   6 +
 core/testcontainers/core/inspect.py       | 632 ++++++++++++++++++++++
 core/tests/test_compose.py                |  58 +-
 core/tests/test_container.py              |  47 ++
 core/tests/test_inspect.py                | 249 +++++++++
 docs/features/creating_container.md       |  56 ++
 docs/features/docker_compose.md           |  56 ++
 10 files changed, 1160 insertions(+), 17 deletions(-)
 create mode 100644 core/testcontainers/core/inspect.py
 create mode 100644 core/tests/test_inspect.py

diff --git a/conf.py b/conf.py
index 25271fd6c..3c37b2bff 100644
--- a/conf.py
+++ b/conf.py
@@ -168,4 +168,5 @@
 nitpick_ignore = [
     ("py:class", "typing_extensions.Self"),
     ("py:class", "docker.models.containers.ExecResult"),
+    ("py:class", "testcontainers.core.docker_client.ContainerInspectInfo"),
 ]
diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index 4defac60d..ffe6538ad 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -1,5 +1,5 @@
 import sys
-from dataclasses import asdict, dataclass, field, fields, is_dataclass
+from dataclasses import asdict, dataclass, field
 from functools import cached_property
 from json import loads
 from logging import getLogger, warning
@@ -11,29 +11,16 @@
 from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
 
-from testcontainers.core.docker_client import get_docker_host_hostname
+from testcontainers.core.docker_client import DockerClient, get_docker_host_hostname
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
+from testcontainers.core.inspect import ContainerInspectInfo, _ignore_properties
 from testcontainers.core.waiting_utils import WaitStrategy
 
-_IPT = TypeVar("_IPT")
 _WARNINGS = {"DOCKER_COMPOSE_GET_CONFIG": "get_config is experimental, see testcontainers/testcontainers-python#669"}
 
 logger = getLogger(__name__)
 
 
-def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
-    """omits extra fields like @JsonIgnoreProperties(ignoreUnknown = true)
-
-    https://gist.github.com/alexanderankin/2a4549ac03554a31bef6eaaf2eaf7fd5"""
-    if isinstance(dict_, cls):
-        return dict_
-    if not is_dataclass(cls):
-        raise TypeError(f"Expected a dataclass type, got {cls}")
-    class_fields = {f.name for f in fields(cls)}
-    filtered = {k: v for k, v in dict_.items() if k in class_fields}
-    return cls(**filtered)
-
-
 @dataclass
 class PublishedPortModel:
     """
@@ -93,6 +80,7 @@ class ComposeContainer:
     ExitCode: Optional[int] = None
     Publishers: list[PublishedPortModel] = field(default_factory=list)
     _docker_compose: Optional["DockerCompose"] = field(default=None, init=False, repr=False)
+    _cached_container_info: Optional[ContainerInspectInfo] = field(default=None, init=False, repr=False)
 
     def __post_init__(self) -> None:
         if self.Publishers:
@@ -159,6 +147,28 @@ def reload(self) -> None:
         # each time through get_container(), but we need this method for compatibility
         pass
 
+    def get_container_info(self) -> Optional[ContainerInspectInfo]:
+        """Get container information via docker inspect (lazy loaded).
+
+        Returns:
+            Container inspect information or None if container is not started.
+        """
+        if self._cached_container_info is not None:
+            return self._cached_container_info
+
+        if not self._docker_compose or not self.ID:
+            return None
+
+        try:
+            docker_client = self._docker_compose._get_docker_client()
+            self._cached_container_info = docker_client.get_container_inspect_info(self.ID)
+
+        except Exception as e:
+            logger.warning(f"Failed to get container info for {self.ID}: {e}")
+            self._cached_container_info = None
+
+        return self._cached_container_info
+
     @property
     def status(self) -> str:
         """Get container status for compatibility with wait strategies."""
@@ -233,6 +243,7 @@ class DockerCompose:
     quiet_pull: bool = False
     quiet_build: bool = False
     _wait_strategies: Optional[dict[str, Any]] = field(default=None, init=False, repr=False)
+    _docker_client: Optional[DockerClient] = field(default=None, init=False, repr=False)
 
     def __post_init__(self) -> None:
         if isinstance(self.compose_file_name, str):
@@ -597,3 +608,9 @@ def wait_for(self, url: str) -> "DockerCompose":
         with urlopen(url) as response:
             response.read()
         return self
+
+    def _get_docker_client(self) -> DockerClient:
+        """Get Docker client instance."""
+        if self._docker_client is None:
+            self._docker_client = DockerClient()
+        return self._docker_client
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 09a980b28..680e7ca20 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -19,6 +19,7 @@
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.docker_client import DockerClient
 from testcontainers.core.exceptions import ContainerConnectException, ContainerStartException
+from testcontainers.core.inspect import ContainerInspectInfo
 from testcontainers.core.labels import LABEL_SESSION_ID, SESSION_ID
 from testcontainers.core.network import Network
 from testcontainers.core.transferable import Transferable, TransferSpec, build_transfer_tar
@@ -104,6 +105,7 @@ def __init__(
 
         self._kwargs = kwargs
         self._wait_strategy: Optional[WaitStrategy] = _wait_strategy
+        self._cached_container_info: Optional[ContainerInspectInfo] = None
 
         self._transferable_specs: list[TransferSpec] = []
         if transferables:
@@ -328,6 +330,27 @@ def exec(self, command: Union[str, list[str]]) -> ExecResult:
             raise ContainerStartException("Container should be started before executing a command")
         return self._container.exec_run(command)
 
+    def get_container_info(self) -> Optional[ContainerInspectInfo]:
+        """Get container information via docker inspect (lazy loaded).
+
+        Returns:
+            Container inspect information or None if container is not started.
+        """
+        if self._cached_container_info is not None:
+            return self._cached_container_info
+
+        if not self._container:
+            return None
+
+        try:
+            self._cached_container_info = self.get_docker_client().get_container_inspect_info(self._container.id)
+
+        except Exception as e:
+            logger.warning(f"Failed to get container info for {self._container.id}: {e}")
+            self._cached_container_info = None
+
+        return self._cached_container_info
+
     def _configure(self) -> None:
         # placeholder if subclasses want to define this and use the default start method
         pass
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 74053455e..ad08b1823 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -30,6 +30,7 @@
 from testcontainers.core.auth import DockerAuthInfo, parse_docker_auth_config
 from testcontainers.core.config import ConnectionMode
 from testcontainers.core.config import testcontainers_config as c
+from testcontainers.core.inspect import ContainerInspectInfo
 from testcontainers.core.labels import SESSION_ID, create_labels
 
 if TYPE_CHECKING:
@@ -275,6 +276,11 @@ def client_networks_create(self, name: str, param: dict[str, Any]) -> "DockerNet
         labels = create_labels("", param.get("labels"))
         return self.client.networks.create(name, **{**param, "labels": labels})
 
+    def get_container_inspect_info(self, container_id: str) -> "ContainerInspectInfo":
+        """Get container inspect information with fresh data."""
+        container = self.client.containers.get(container_id)
+        return ContainerInspectInfo.from_dict(container.attrs)
+
 
 def get_docker_host() -> Optional[str]:
     host = c.tc_properties_get_tc_host() or os.getenv("DOCKER_HOST")
diff --git a/core/testcontainers/core/inspect.py b/core/testcontainers/core/inspect.py
new file mode 100644
index 000000000..a139422dc
--- /dev/null
+++ b/core/testcontainers/core/inspect.py
@@ -0,0 +1,632 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+"""Docker Engine API data structures for container inspect responses."""
+
+from dataclasses import dataclass, fields, is_dataclass
+from typing import Any, Optional, TypeVar
+
+_IPT = TypeVar("_IPT")
+
+
+def _ignore_properties(cls: type[_IPT], dict_: Any) -> _IPT:
+    """omits extra fields like @JsonIgnoreProperties(ignoreUnknown = true)
+
+    https://gist.github.com/alexanderankin/2a4549ac03554a31bef6eaaf2eaf7fd5"""
+    if isinstance(dict_, cls):
+        return dict_
+    if not is_dataclass(cls):
+        raise TypeError(f"Expected a dataclass type, got {cls}")
+    class_fields = {f.name for f in fields(cls)}
+    filtered = {k: v for k, v in dict_.items() if k in class_fields}
+    return cls(**filtered)
+
+
+@dataclass
+class ContainerLog:
+    """Container health check log entry."""
+
+    Start: Optional[str] = None
+    End: Optional[str] = None
+    ExitCode: Optional[int] = None
+    Output: Optional[str] = None
+
+
+@dataclass
+class ContainerHealth:
+    """Container health check information."""
+
+    Status: Optional[str] = None
+    FailingStreak: Optional[int] = None
+    Log: Optional[list[ContainerLog]] = None
+
+
+@dataclass
+class ContainerState:
+    """Container state information."""
+
+    Status: Optional[str] = None
+    Running: Optional[bool] = None
+    Paused: Optional[bool] = None
+    Restarting: Optional[bool] = None
+    OOMKilled: Optional[bool] = None
+    Dead: Optional[bool] = None
+    Pid: Optional[int] = None
+    ExitCode: Optional[int] = None
+    Error: Optional[str] = None
+    StartedAt: Optional[str] = None
+    FinishedAt: Optional[str] = None
+    Health: Optional[ContainerHealth] = None
+
+
+@dataclass
+class ContainerPlatform:
+    """Platform information for image manifest."""
+
+    architecture: Optional[str] = None
+    os: Optional[str] = None
+    variant: Optional[str] = None
+
+
+@dataclass
+class ContainerImageManifestDescriptor:
+    """Image manifest descriptor."""
+
+    mediaType: Optional[str] = None
+    digest: Optional[str] = None
+    size: Optional[int] = None
+    urls: Optional[list[str]] = None
+    annotations: Optional[dict[str, str]] = None
+    data: Optional[Any] = None
+    platform: Optional[ContainerPlatform] = None
+    artifactType: Optional[str] = None
+
+
+@dataclass
+class ContainerBlkioWeightDevice:
+    """Block IO weight device configuration."""
+
+    Path: Optional[str] = None
+    Weight: Optional[int] = None
+
+
+@dataclass
+class ContainerBlkioDeviceRate:
+    """Block IO device rate configuration."""
+
+    Path: Optional[str] = None
+    Rate: Optional[int] = None
+
+
+@dataclass
+class ContainerDeviceMapping:
+    """Device mapping configuration."""
+
+    PathOnHost: Optional[str] = None
+    PathInContainer: Optional[str] = None
+    CgroupPermissions: Optional[str] = None
+
+
+@dataclass
+class ContainerDeviceRequest:
+    """Device request configuration."""
+
+    Driver: Optional[str] = None
+    Count: Optional[int] = None
+    DeviceIDs: Optional[list[str]] = None
+    Capabilities: Optional[list[list[str]]] = None
+    Options: Optional[dict[str, str]] = None
+
+
+@dataclass
+class ContainerUlimit:
+    """Ulimit configuration."""
+
+    Name: Optional[str] = None
+    Soft: Optional[int] = None
+    Hard: Optional[int] = None
+
+
+@dataclass
+class ContainerLogConfig:
+    """Logging configuration."""
+
+    Type: Optional[str] = None
+    Config: Optional[dict[str, str]] = None
+
+
+@dataclass
+class ContainerPortBinding:
+    """Port binding configuration."""
+
+    HostIp: Optional[str] = None
+    HostPort: Optional[str] = None
+
+
+@dataclass
+class ContainerRestartPolicy:
+    """Restart policy configuration."""
+
+    Name: Optional[str] = None
+    MaximumRetryCount: Optional[int] = None
+
+
+@dataclass
+class ContainerBindOptions:
+    """Bind mount options."""
+
+    Propagation: Optional[str] = None
+    NonRecursive: Optional[bool] = None
+    CreateMountpoint: Optional[bool] = None
+    ReadOnlyNonRecursive: Optional[bool] = None
+    ReadOnlyForceRecursive: Optional[bool] = None
+
+
+@dataclass
+class ContainerVolumeDriverConfig:
+    """Volume driver configuration."""
+
+    Name: Optional[str] = None
+    Options: Optional[dict[str, str]] = None
+
+
+@dataclass
+class ContainerVolumeOptions:
+    """Volume mount options."""
+
+    NoCopy: Optional[bool] = None
+    Labels: Optional[dict[str, str]] = None
+    DriverConfig: Optional[ContainerVolumeDriverConfig] = None
+    Subpath: Optional[str] = None
+
+
+@dataclass
+class ContainerImageOptions:
+    """Image mount options."""
+
+    Subpath: Optional[str] = None
+
+
+@dataclass
+class ContainerTmpfsOptions:
+    """Tmpfs mount options."""
+
+    SizeBytes: Optional[int] = None
+    Mode: Optional[int] = None
+    Options: Optional[list[list[str]]] = None
+
+
+@dataclass
+class ContainerMountPoint:
+    """Mount point configuration."""
+
+    Target: Optional[str] = None
+    Source: Optional[str] = None
+    Type: Optional[str] = None
+    ReadOnly: Optional[bool] = None
+    Consistency: Optional[str] = None
+    BindOptions: Optional[ContainerBindOptions] = None
+    VolumeOptions: Optional[ContainerVolumeOptions] = None
+    ImageOptions: Optional[ContainerImageOptions] = None
+    TmpfsOptions: Optional[ContainerTmpfsOptions] = None
+
+
+@dataclass
+class ContainerHostConfig:
+    """Host configuration for container."""
+
+    CpuShares: Optional[int] = None
+    Memory: Optional[int] = None
+    CgroupParent: Optional[str] = None
+    BlkioWeight: Optional[int] = None
+    BlkioWeightDevice: Optional[list[ContainerBlkioWeightDevice]] = None
+    BlkioDeviceReadBps: Optional[list[ContainerBlkioDeviceRate]] = None
+    BlkioDeviceWriteBps: Optional[list[ContainerBlkioDeviceRate]] = None
+    BlkioDeviceReadIOps: Optional[list[ContainerBlkioDeviceRate]] = None
+    BlkioDeviceWriteIOps: Optional[list[ContainerBlkioDeviceRate]] = None
+    CpuPeriod: Optional[int] = None
+    CpuQuota: Optional[int] = None
+    CpuRealtimePeriod: Optional[int] = None
+    CpuRealtimeRuntime: Optional[int] = None
+    CpusetCpus: Optional[str] = None
+    CpusetMems: Optional[str] = None
+    Devices: Optional[list[ContainerDeviceMapping]] = None
+    DeviceCgroupRules: Optional[list[str]] = None
+    DeviceRequests: Optional[list[ContainerDeviceRequest]] = None
+    KernelMemoryTCP: Optional[int] = None
+    MemoryReservation: Optional[int] = None
+    MemorySwap: Optional[int] = None
+    MemorySwappiness: Optional[int] = None
+    NanoCpus: Optional[int] = None
+    OomKillDisable: Optional[bool] = None
+    Init: Optional[bool] = None
+    PidsLimit: Optional[int] = None
+    Ulimits: Optional[list[ContainerUlimit]] = None
+    CpuCount: Optional[int] = None
+    CpuPercent: Optional[int] = None
+    IOMaximumIOps: Optional[int] = None
+    IOMaximumBandwidth: Optional[int] = None
+    Binds: Optional[list[str]] = None
+    ContainerIDFile: Optional[str] = None
+    LogConfig: Optional[ContainerLogConfig] = None
+    NetworkMode: Optional[str] = None
+    PortBindings: Optional[dict[str, Optional[list[ContainerPortBinding]]]] = None
+    RestartPolicy: Optional[ContainerRestartPolicy] = None
+    AutoRemove: Optional[bool] = None
+    VolumeDriver: Optional[str] = None
+    VolumesFrom: Optional[list[str]] = None
+    Mounts: Optional[list[ContainerMountPoint]] = None
+    ConsoleSize: Optional[list[int]] = None
+    Annotations: Optional[dict[str, str]] = None
+    CapAdd: Optional[list[str]] = None
+    CapDrop: Optional[list[str]] = None
+    CgroupnsMode: Optional[str] = None
+    Dns: Optional[list[str]] = None
+    DnsOptions: Optional[list[str]] = None
+    DnsSearch: Optional[list[str]] = None
+    ExtraHosts: Optional[list[str]] = None
+    GroupAdd: Optional[list[str]] = None
+    IpcMode: Optional[str] = None
+    Cgroup: Optional[str] = None
+    Links: Optional[list[str]] = None
+    OomScoreAdj: Optional[int] = None
+    PidMode: Optional[str] = None
+    Privileged: Optional[bool] = None
+    PublishAllPorts: Optional[bool] = None
+    ReadonlyRootfs: Optional[bool] = None
+    SecurityOpt: Optional[list[str]] = None
+    StorageOpt: Optional[dict[str, str]] = None
+    Tmpfs: Optional[dict[str, str]] = None
+    UTSMode: Optional[str] = None
+    UsernsMode: Optional[str] = None
+    ShmSize: Optional[int] = None
+    Sysctls: Optional[dict[str, str]] = None
+    Runtime: Optional[str] = None
+    Isolation: Optional[str] = None
+    MaskedPaths: Optional[list[str]] = None
+    ReadonlyPaths: Optional[list[str]] = None
+
+    def __post_init__(self) -> None:
+        list_conversions = [
+            ("BlkioWeightDevice", ContainerBlkioWeightDevice),
+            ("BlkioDeviceReadBps", ContainerBlkioDeviceRate),
+            ("BlkioDeviceWriteBps", ContainerBlkioDeviceRate),
+            ("BlkioDeviceReadIOps", ContainerBlkioDeviceRate),
+            ("BlkioDeviceWriteIOps", ContainerBlkioDeviceRate),
+            ("Devices", ContainerDeviceMapping),
+            ("DeviceRequests", ContainerDeviceRequest),
+            ("Ulimits", ContainerUlimit),
+            ("Mounts", ContainerMountPoint),
+        ]
+
+        for field_name, target_class in list_conversions:
+            field_value = getattr(self, field_name)
+            if field_value is not None and isinstance(field_value, list):
+                setattr(
+                    self,
+                    field_name,
+                    [
+                        _ignore_properties(target_class, item) if isinstance(item, dict) else item
+                        for item in field_value
+                    ],
+                )
+
+        if self.LogConfig is not None and isinstance(self.LogConfig, dict):
+            self.LogConfig = _ignore_properties(ContainerLogConfig, self.LogConfig)
+
+        if self.RestartPolicy is not None and isinstance(self.RestartPolicy, dict):
+            self.RestartPolicy = _ignore_properties(ContainerRestartPolicy, self.RestartPolicy)
+
+        if self.PortBindings is not None and isinstance(self.PortBindings, dict):
+            for port, bindings in self.PortBindings.items():
+                if bindings is not None and isinstance(bindings, list):
+                    self.PortBindings[port] = [
+                        _ignore_properties(ContainerPortBinding, b) if isinstance(b, dict) else b for b in bindings
+                    ]
+
+
+@dataclass
+class ContainerGraphDriver:
+    """Graph driver information."""
+
+    Name: Optional[str] = None
+    Data: Optional[dict[str, str]] = None
+
+
+@dataclass
+class ContainerMount:
+    """Mount information."""
+
+    Type: Optional[str] = None
+    Name: Optional[str] = None
+    Source: Optional[str] = None
+    Destination: Optional[str] = None
+    Driver: Optional[str] = None
+    Mode: Optional[str] = None
+    RW: Optional[bool] = None
+    Propagation: Optional[str] = None
+
+
+@dataclass
+class ContainerHealthcheck:
+    """Container healthcheck configuration."""
+
+    Test: Optional[list[str]] = None
+    Interval: Optional[int] = None
+    Timeout: Optional[int] = None
+    Retries: Optional[int] = None
+    StartPeriod: Optional[int] = None
+    StartInterval: Optional[int] = None
+
+
+@dataclass
+class ContainerConfig:
+    """Container configuration."""
+
+    Hostname: Optional[str] = None
+    Domainname: Optional[str] = None
+    User: Optional[str] = None
+    AttachStdin: Optional[bool] = None
+    AttachStdout: Optional[bool] = None
+    AttachStderr: Optional[bool] = None
+    ExposedPorts: Optional[dict[str, dict[str, Any]]] = None
+    Tty: Optional[bool] = None
+    OpenStdin: Optional[bool] = None
+    StdinOnce: Optional[bool] = None
+    Env: Optional[list[str]] = None
+    Cmd: Optional[list[str]] = None
+    Healthcheck: Optional[ContainerHealthcheck] = None
+    ArgsEscaped: Optional[bool] = None
+    Image: Optional[str] = None
+    Volumes: Optional[dict[str, dict[str, Any]]] = None
+    WorkingDir: Optional[str] = None
+    Entrypoint: Optional[list[str]] = None
+    NetworkDisabled: Optional[bool] = None
+    MacAddress: Optional[str] = None
+    OnBuild: Optional[list[str]] = None
+    Labels: Optional[dict[str, str]] = None
+    StopSignal: Optional[str] = None
+    StopTimeout: Optional[int] = None
+    Shell: Optional[list[str]] = None
+
+
+@dataclass
+class ContainerIPAMConfig:
+    """IPAM configuration for network."""
+
+    IPv4Address: Optional[str] = None
+    IPv6Address: Optional[str] = None
+    LinkLocalIPs: Optional[list[str]] = None
+
+
+@dataclass
+class ContainerNetworkEndpoint:
+    """Network endpoint information."""
+
+    IPAMConfig: Optional[ContainerIPAMConfig] = None
+    Links: Optional[list[str]] = None
+    MacAddress: Optional[str] = None
+    Aliases: Optional[list[str]] = None
+    DriverOpts: Optional[dict[str, str]] = None
+    GwPriority: Optional[list[int]] = None
+    NetworkID: Optional[str] = None
+    EndpointID: Optional[str] = None
+    Gateway: Optional[str] = None
+    IPAddress: Optional[str] = None
+    IPPrefixLen: Optional[int] = None
+    IPv6Gateway: Optional[str] = None
+    GlobalIPv6Address: Optional[str] = None
+    GlobalIPv6PrefixLen: Optional[int] = None
+    DNSNames: Optional[list[str]] = None
+
+
+@dataclass
+class ContainerAddress:
+    """IP address information."""
+
+    Addr: Optional[str] = None
+    PrefixLen: Optional[int] = None
+
+
+@dataclass
+class ContainerNetworkSettings:
+    """Network settings for container."""
+
+    Bridge: Optional[str] = None
+    SandboxID: Optional[str] = None
+    HairpinMode: Optional[bool] = None
+    LinkLocalIPv6Address: Optional[str] = None
+    LinkLocalIPv6PrefixLen: Optional[str] = None
+    Ports: Optional[dict[str, Optional[list[ContainerPortBinding]]]] = None
+    SandboxKey: Optional[str] = None
+    SecondaryIPAddresses: Optional[list[ContainerAddress]] = None
+    SecondaryIPv6Addresses: Optional[list[ContainerAddress]] = None
+    EndpointID: Optional[str] = None
+    Gateway: Optional[str] = None
+    GlobalIPv6Address: Optional[str] = None
+    GlobalIPv6PrefixLen: Optional[int] = None
+    IPAddress: Optional[str] = None
+    IPPrefixLen: Optional[int] = None
+    IPv6Gateway: Optional[str] = None
+    MacAddress: Optional[str] = None
+    Networks: Optional[dict[str, ContainerNetworkEndpoint]] = None
+
+    def __post_init__(self) -> None:
+        if self.Ports is not None and isinstance(self.Ports, dict):
+            for port, bindings in self.Ports.items():
+                if bindings is not None and isinstance(bindings, list):
+                    self.Ports[port] = [
+                        _ignore_properties(ContainerPortBinding, b) if isinstance(b, dict) else b for b in bindings
+                    ]
+
+        if self.Networks is not None and isinstance(self.Networks, dict):
+            for name, network_data in self.Networks.items():
+                if isinstance(network_data, dict):
+                    self.Networks[name] = _ignore_properties(ContainerNetworkEndpoint, network_data)
+
+        if self.SecondaryIPAddresses is not None and isinstance(self.SecondaryIPAddresses, list):
+            self.SecondaryIPAddresses = [
+                _ignore_properties(ContainerAddress, addr) if isinstance(addr, dict) else addr
+                for addr in self.SecondaryIPAddresses
+            ]
+
+        if self.SecondaryIPv6Addresses is not None and isinstance(self.SecondaryIPv6Addresses, list):
+            self.SecondaryIPv6Addresses = [
+                _ignore_properties(ContainerAddress, addr) if isinstance(addr, dict) else addr
+                for addr in self.SecondaryIPv6Addresses
+            ]
+
+    def get_networks(self) -> Optional[dict[str, ContainerNetworkEndpoint]]:
+        """Get networks for the container."""
+        return self.Networks
+
+
+@dataclass
+class ContainerInspectInfo:
+    """Complete container information from docker inspect."""
+
+    Id: Optional[str] = None
+    Created: Optional[str] = None
+    Path: Optional[str] = None
+    Args: Optional[list[str]] = None
+    State: Optional[ContainerState] = None
+    Image: Optional[str] = None
+    ResolvConfPath: Optional[str] = None
+    HostnamePath: Optional[str] = None
+    HostsPath: Optional[str] = None
+    LogPath: Optional[str] = None
+    Name: Optional[str] = None
+    RestartCount: Optional[int] = None
+    Driver: Optional[str] = None
+    Platform: Optional[str] = None
+    ImageManifestDescriptor: Optional[ContainerImageManifestDescriptor] = None
+    MountLabel: Optional[str] = None
+    ProcessLabel: Optional[str] = None
+    AppArmorProfile: Optional[str] = None
+    ExecIDs: Optional[list[str]] = None
+    HostConfig: Optional[ContainerHostConfig] = None
+    GraphDriver: Optional[ContainerGraphDriver] = None
+    SizeRw: Optional[str] = None
+    SizeRootFs: Optional[str] = None
+    Mounts: Optional[list[ContainerMount]] = None
+    Config: Optional[ContainerConfig] = None
+    NetworkSettings: Optional[ContainerNetworkSettings] = None
+
+    @classmethod
+    def from_dict(cls, data: dict[str, Any]) -> "ContainerInspectInfo":
+        """Create from docker inspect JSON."""
+        return cls(
+            Id=data.get("Id"),
+            Created=data.get("Created"),
+            Path=data.get("Path"),
+            Args=data.get("Args"),
+            State=cls._parse_state(data.get("State", {})) if data.get("State") else None,
+            Image=data.get("Image"),
+            ResolvConfPath=data.get("ResolvConfPath"),
+            HostnamePath=data.get("HostnamePath"),
+            HostsPath=data.get("HostsPath"),
+            LogPath=data.get("LogPath"),
+            Name=data.get("Name"),
+            RestartCount=data.get("RestartCount"),
+            Driver=data.get("Driver"),
+            Platform=data.get("Platform"),
+            ImageManifestDescriptor=cls._parse_image_manifest(data.get("ImageManifestDescriptor", {}))
+            if data.get("ImageManifestDescriptor")
+            else None,
+            MountLabel=data.get("MountLabel"),
+            ProcessLabel=data.get("ProcessLabel"),
+            AppArmorProfile=data.get("AppArmorProfile"),
+            ExecIDs=data.get("ExecIDs"),
+            HostConfig=_ignore_properties(ContainerHostConfig, data.get("HostConfig", {}))
+            if data.get("HostConfig")
+            else None,
+            GraphDriver=_ignore_properties(ContainerGraphDriver, data.get("GraphDriver", {}))
+            if data.get("GraphDriver")
+            else None,
+            SizeRw=data.get("SizeRw"),
+            SizeRootFs=data.get("SizeRootFs"),
+            Mounts=[_ignore_properties(ContainerMount, mount) for mount in data.get("Mounts", [])],
+            Config=_ignore_properties(ContainerConfig, data.get("Config", {})) if data.get("Config") else None,
+            NetworkSettings=_ignore_properties(ContainerNetworkSettings, data.get("NetworkSettings", {}))
+            if data.get("NetworkSettings")
+            else None,
+        )
+
+    @classmethod
+    def _parse_state(cls, data: dict[str, Any]) -> Optional[ContainerState]:
+        """Parse State with nested Health object."""
+        if not data:
+            return None
+
+        health_data = data.get("Health", {})
+        health = None
+        if health_data:
+            logs = [_ignore_properties(ContainerLog, log) for log in health_data.get("Log", [])]
+            health = ContainerHealth(
+                Status=health_data.get("Status"),
+                FailingStreak=health_data.get("FailingStreak"),
+                Log=logs if logs else None,
+            )
+
+        return ContainerState(
+            Status=data.get("Status"),
+            Running=data.get("Running"),
+            Paused=data.get("Paused"),
+            Restarting=data.get("Restarting"),
+            OOMKilled=data.get("OOMKilled"),
+            Dead=data.get("Dead"),
+            Pid=data.get("Pid"),
+            ExitCode=data.get("ExitCode"),
+            Error=data.get("Error"),
+            StartedAt=data.get("StartedAt"),
+            FinishedAt=data.get("FinishedAt"),
+            Health=health,
+        )
+
+    @classmethod
+    def _parse_image_manifest(cls, data: dict[str, Any]) -> Optional[ContainerImageManifestDescriptor]:
+        """Parse ImageManifestDescriptor with nested Platform."""
+        if not data:
+            return None
+
+        platform_data = data.get("platform", {})
+        platform = _ignore_properties(ContainerPlatform, platform_data) if platform_data else None
+
+        return ContainerImageManifestDescriptor(
+            mediaType=data.get("mediaType"),
+            digest=data.get("digest"),
+            size=data.get("size"),
+            urls=data.get("urls"),
+            annotations=data.get("annotations"),
+            data=data.get("data"),
+            platform=platform,
+            artifactType=data.get("artifactType"),
+        )
+
+    @classmethod
+    def _parse_host_config(cls, data: dict[str, Any]) -> Optional[ContainerHostConfig]:
+        """Parse HostConfig with all nested objects."""
+        if not data:
+            return None
+        return _ignore_properties(ContainerHostConfig, data)
+
+    @classmethod
+    def _parse_network_settings(cls, data: dict[str, Any]) -> Optional[ContainerNetworkSettings]:
+        """Parse NetworkSettings with nested Networks and Ports."""
+        if not data:
+            return None
+        return _ignore_properties(ContainerNetworkSettings, data)
+
+    def get_network_settings(self) -> Optional[ContainerNetworkSettings]:
+        """Get network settings for the container."""
+        return self.NetworkSettings
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index f1faae5c4..ac0de6e61 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -9,7 +9,7 @@
 import pytest
 from pytest_mock import MockerFixture
 
-from testcontainers.compose import DockerCompose
+from testcontainers.compose import DockerCompose, ComposeContainer
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 
 FIXTURES = Path(__file__).parent.joinpath("compose_fixtures")
@@ -408,3 +408,59 @@ def test_compose_normalize_rewrites_local_url_for_ssh_docker_host(
     result = model.normalize()
     assert result.URL == expected_url
     assert result.PublishedPort == 9999
+    
+
+def test_container_info():
+    """Test get_container_info functionality"""
+    basic = DockerCompose(context=FIXTURES / "basic")
+    with basic:
+        container = basic.get_container("alpine")
+
+        info = container.get_container_info()
+        assert info is not None
+        assert info.Id is not None
+        assert info.Name is not None
+        assert info.Image is not None
+
+        assert info.State is not None
+        assert info.State.Status == "running"
+        assert info.State.Running is True
+        assert info.State.Pid is not None
+
+        assert info.Config is not None
+        assert info.Config.Image is not None
+        assert info.Config.Hostname is not None
+
+        network_settings = info.get_network_settings()
+        assert network_settings is not None
+        assert network_settings.Networks is not None
+
+        info2 = container.get_container_info()
+        assert info is info2
+
+
+def test_container_info_network_details():
+    """Test network details in container info"""
+    single = DockerCompose(context=FIXTURES / "port_single")
+    with single:
+        container = single.get_container()
+        info = container.get_container_info()
+        assert info is not None
+
+        network_settings = info.get_network_settings()
+        assert network_settings is not None
+
+        if network_settings.Networks:
+            # Test first network
+            network_name, network = next(iter(network_settings.Networks.items()))
+            assert network.IPAddress is not None
+            assert network.Gateway is not None
+            assert network.NetworkID is not None
+
+
+def test_container_info_none_when_no_docker_compose():
+    """Test get_container_info returns None when docker_compose reference is missing"""
+
+    container = ComposeContainer()
+    info = container.get_container_info()
+    assert info is None
diff --git a/core/tests/test_container.py b/core/tests/test_container.py
index 30b80f79d..84949fef1 100644
--- a/core/tests/test_container.py
+++ b/core/tests/test_container.py
@@ -1,3 +1,5 @@
+from typing import Any
+
 import pytest
 
 from testcontainers.core.container import DockerContainer
@@ -8,6 +10,9 @@
 
 
 class FakeContainer:
+    def __init__(self) -> None:
+        self.attrs: dict[str, Any] = {}
+
     @property
     def id(self) -> str:
         return FAKE_ID
@@ -96,3 +101,45 @@ def test_attribute(init_attr, init_value, class_attr, stored_value):
     """Test that the attributes set through the __init__ function are properly stored."""
     with DockerContainer("ubuntu", **{init_attr: init_value}) as container:
         assert getattr(container, class_attr) == stored_value
+
+
+def test_container_info():
+    """Test get_container_info functionality with a real container."""
+    with DockerContainer("alpine:latest").with_command("sleep 30") as container:
+        info = container.get_container_info()
+        assert info is not None
+        assert info.Id is not None
+        assert info.Name is not None
+        assert info.Image is not None
+
+        assert info.State is not None
+        assert info.State.Status == "running"
+        assert info.State.Running is True
+        assert info.State.Pid is not None
+
+        assert info.Config is not None
+        assert info.Config.Image is not None
+        assert info.Config.Hostname is not None
+
+        network_settings = info.get_network_settings()
+        assert network_settings is not None
+        assert network_settings.Networks is not None
+
+        info2 = container.get_container_info()
+        assert info is info2
+
+
+def test_container_info_network_details():
+    """Test network details in container info."""
+    with DockerContainer("nginx:alpine") as container:
+        info = container.get_container_info()
+        assert info is not None
+
+        network_settings = info.get_network_settings()
+        assert network_settings is not None
+
+        if network_settings.Networks:
+            network_name, network = next(iter(network_settings.Networks.items()))
+            assert network.IPAddress is not None
+            assert network.Gateway is not None
+            assert network.NetworkID is not None
diff --git a/core/tests/test_inspect.py b/core/tests/test_inspect.py
new file mode 100644
index 000000000..0baf0dc5d
--- /dev/null
+++ b/core/tests/test_inspect.py
@@ -0,0 +1,249 @@
+from typing import Any
+
+import pytest
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.docker_client import DockerClient
+from testcontainers.core.inspect import ContainerInspectInfo
+from testcontainers.core.config import ConnectionMode
+
+FAKE_ID = "ABC123"
+
+
+class FakeContainer:
+    def __init__(self) -> None:
+        self.attrs: dict[str, Any] = {}
+
+    @property
+    def id(self) -> str:
+        return FAKE_ID
+
+
+@pytest.fixture
+def container(monkeypatch: pytest.MonkeyPatch) -> DockerContainer:
+    """
+    Fake initialized container
+    """
+    client = DockerClient()
+    container = DockerContainer("foobar")
+    monkeypatch.setattr(container, "_docker", client)
+    monkeypatch.setattr(container, "_container", FakeContainer())
+
+    return container
+
+
+def test_get_container_info_returns_none_when_no_container(
+    container: DockerContainer, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    """Test get_container_info returns None when container is not started."""
+    monkeypatch.setattr(container, "_container", None)
+    info = container.get_container_info()
+    assert info is None
+
+
+def test_get_container_info_lazy_loading(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test get_container_info lazy loading and caching."""
+    fake_data = {"Id": "test123", "Name": "/test-container", "Image": "nginx:alpine"}
+    fake_info = ContainerInspectInfo.from_dict(fake_data)
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", lambda _: fake_info)
+
+    info1 = container.get_container_info()
+    assert info1 is not None
+    assert info1.Id == "test123"
+    assert info1.Name == "/test-container"
+    assert info1.Image == "nginx:alpine"
+
+    info2 = container.get_container_info()
+    assert info1 is info2
+
+
+def test_get_container_info_structure(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test get_container_info returns properly structured data."""
+    fake_data = {
+        "Id": "abc123def456",
+        "Name": "/my-test-container",
+        "Image": "sha256:nginx123",
+        "Created": "2023-01-01T00:00:00Z",
+        "State": {
+            "Status": "running",
+            "Running": True,
+            "Pid": 5678,
+            "ExitCode": 0,
+            "Health": {"Status": "healthy", "FailingStreak": 0, "Log": [{"Output": "healthy"}]},
+        },
+        "Config": {
+            "Image": "nginx:alpine",
+            "Hostname": "my-hostname",
+            "Env": ["PATH=/usr/bin", "HOME=/root"],
+            "Cmd": ["nginx", "-g", "daemon off;"],
+            "ExposedPorts": {"80/tcp": {}},
+        },
+        "NetworkSettings": {
+            "IPAddress": "172.17.0.3",
+            "Gateway": "172.17.0.1",
+            "Networks": {
+                "bridge": {
+                    "IPAddress": "172.17.0.3",
+                    "Gateway": "172.17.0.1",
+                    "NetworkID": "net123",
+                    "MacAddress": "02:42:ac:11:00:03",
+                    "Aliases": ["container-alias"],
+                }
+            },
+        },
+        "HostConfig": {"Memory": 1073741824, "CpuShares": 1024, "NetworkMode": "bridge"},
+    }
+    fake_info = ContainerInspectInfo.from_dict(fake_data)
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", lambda _: fake_info)
+
+    info = container.get_container_info()
+    assert info is not None
+
+    assert info.Id == "abc123def456"
+    assert info.Name == "/my-test-container"
+    assert info.Image == "sha256:nginx123"
+    assert info.Created == "2023-01-01T00:00:00Z"
+
+    assert info.State is not None
+    assert info.State.Status == "running"
+    assert info.State.Running is True
+    assert info.State.Pid == 5678
+    assert info.State.ExitCode == 0
+    assert info.State.Health is not None
+    assert info.State.Health.Status == "healthy"
+    assert info.State.Health.FailingStreak == 0
+    assert info.State.Health.Log is not None
+    assert len(info.State.Health.Log) == 1
+    assert info.State.Health.Log[0].Output == "healthy"
+
+    assert info.Config is not None
+    assert info.Config.Image == "nginx:alpine"
+    assert info.Config.Hostname == "my-hostname"
+    assert info.Config.Env == ["PATH=/usr/bin", "HOME=/root"]
+    assert info.Config.Cmd == ["nginx", "-g", "daemon off;"]
+    assert info.Config.ExposedPorts == {"80/tcp": {}}
+
+    network_settings = info.get_network_settings()
+    assert network_settings is not None
+    assert network_settings.IPAddress == "172.17.0.3"
+    assert network_settings.Gateway == "172.17.0.1"
+
+    assert network_settings.Networks is not None
+    assert "bridge" in network_settings.Networks
+    bridge_network = network_settings.Networks["bridge"]
+    assert bridge_network.IPAddress == "172.17.0.3"
+    assert bridge_network.Gateway == "172.17.0.1"
+    assert bridge_network.NetworkID == "net123"
+    assert bridge_network.MacAddress == "02:42:ac:11:00:03"
+    assert bridge_network.Aliases == ["container-alias"]
+
+    assert info.HostConfig is not None
+    assert info.HostConfig.Memory == 1073741824
+    assert info.HostConfig.CpuShares == 1024
+    assert info.HostConfig.NetworkMode == "bridge"
+
+
+def test_get_container_info_handles_exceptions(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test get_container_info handles exceptions gracefully."""
+
+    def mock_exception(_):
+        raise Exception("Docker API error")
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", mock_exception)
+
+    info = container.get_container_info()
+    assert info is None
+
+
+def test_get_container_info_with_none_values(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test get_container_info handles None values in HostConfig and NetworkSettings."""
+    fake_data = {
+        "Id": "test-none-values",
+        "Name": "/test-none",
+        "Image": "nginx:alpine",
+        "NetworkSettings": {"IPAddress": "172.17.0.2", "Networks": None, "Ports": None},
+        "HostConfig": {"Memory": 0, "NetworkMode": "bridge", "PortBindings": None},
+    }
+    fake_info = ContainerInspectInfo.from_dict(fake_data)
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", lambda _: fake_info)
+
+    info = container.get_container_info()
+    assert info is not None
+    assert info.Id == "test-none-values"
+
+    network_settings = info.get_network_settings()
+    assert network_settings is not None
+    assert network_settings.IPAddress == "172.17.0.2"
+    assert network_settings.Networks is None
+    assert network_settings.Ports is None
+
+    assert info.HostConfig is not None
+    assert info.HostConfig.Memory == 0
+    assert info.HostConfig.NetworkMode == "bridge"
+    assert info.HostConfig.PortBindings is None
+
+
+def test_get_container_info_with_port_bindings(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test get_container_info handles port bindings correctly."""
+    fake_data = {
+        "Id": "test-port-bindings",
+        "Name": "/test-ports",
+        "Image": "nginx:alpine",
+        "NetworkSettings": {"Ports": {"80/tcp": [{"HostPort": "8080"}], "443/tcp": None}},
+        "HostConfig": {"NetworkMode": "bridge", "PortBindings": {"80/tcp": [{"HostPort": "8080"}], "443/tcp": None}},
+    }
+    fake_info = ContainerInspectInfo.from_dict(fake_data)
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", lambda _: fake_info)
+
+    info = container.get_container_info()
+    assert info is not None
+
+    network_settings = info.get_network_settings()
+    assert network_settings is not None
+    assert network_settings.Ports is not None
+    assert "80/tcp" in network_settings.Ports
+    port_bindings = network_settings.Ports["80/tcp"]
+    assert port_bindings is not None
+    assert len(port_bindings) == 1
+    assert port_bindings[0].HostPort == "8080"
+    assert network_settings.Ports["443/tcp"] is None
+
+    assert info.HostConfig is not None
+    assert info.HostConfig.PortBindings is not None
+    assert "80/tcp" in info.HostConfig.PortBindings
+    host_port_bindings = info.HostConfig.PortBindings["80/tcp"]
+    assert host_port_bindings is not None
+    assert len(host_port_bindings) == 1
+    assert host_port_bindings[0].HostPort == "8080"
+    assert info.HostConfig.PortBindings["443/tcp"] is None
+
+
+def test_get_container_info_edge_cases_regression(container: DockerContainer, monkeypatch: pytest.MonkeyPatch) -> None:
+    """Regression test for None value handling."""
+    fake_data = {
+        "Id": "regression-test",
+        "Name": "/regression-container",
+        "Image": "nginx:alpine",
+        "NetworkSettings": {"IPAddress": "172.17.0.2", "Networks": None, "Ports": None},
+        "HostConfig": {"Memory": 0, "NetworkMode": "bridge", "PortBindings": None},
+    }
+    fake_info = ContainerInspectInfo.from_dict(fake_data)
+
+    monkeypatch.setattr(container._docker, "get_container_inspect_info", lambda _: fake_info)
+
+    info = container.get_container_info()
+    assert info is not None
+    assert info.Id == "regression-test"
+
+    network_settings = info.get_network_settings()
+    assert network_settings is not None
+    assert network_settings.Networks is None
+    assert network_settings.Ports is None
+
+    host_config = info.HostConfig
+    assert host_config is not None
+    assert host_config.PortBindings is None
diff --git a/docs/features/creating_container.md b/docs/features/creating_container.md
index fa3b1190b..40c632943 100644
--- a/docs/features/creating_container.md
+++ b/docs/features/creating_container.md
@@ -128,6 +128,62 @@ def test_with_nginx(nginx_container):
 
 For details on waiting for containers to be ready, see [Wait strategies](wait_strategies.md).
 
+## Container Information
+
+You can get detailed information about containers using the `get_container_info()` method. This works with both `DockerContainer` and `ComposeContainer`:
+
+```python
+from testcontainers.generic import GenericContainer
+
+def test_container_info():
+    with GenericContainer("nginx:alpine") as container:
+        # Get detailed container information
+        info = container.get_container_info()
+
+        if info:
+            # Basic container information
+            print(f"Container ID: {info.Id}")
+            print(f"Name: {info.Name}")
+            print(f"Image: {info.Image}")
+
+            # Container state
+            if info.State:
+                print(f"Status: {info.State.Status}")
+                print(f"Running: {info.State.Running}")
+                print(f"PID: {info.State.Pid}")
+                print(f"Exit Code: {info.State.ExitCode}")
+
+            # Container configuration
+            if info.Config:
+                print(f"Hostname: {info.Config.Hostname}")
+                print(f"Environment: {info.Config.Env}")
+                print(f"Command: {info.Config.Cmd}")
+
+            # Network information
+            network_settings = info.get_network_settings()
+            if network_settings and network_settings.Networks:
+                for network_name, network in network_settings.Networks.items():
+                    print(f"Network: {network_name}")
+                    print(f"  IP Address: {network.IPAddress}")
+                    print(f"  Gateway: {network.Gateway}")
+                    print(f"  MAC Address: {network.MacAddress}")
+```
+
+The container information is lazy-loaded and cached, so subsequent calls to `get_container_info()` will return the same data without making additional Docker API calls.
+
+### Available Information
+
+The `ContainerInspectInfo` object provides structured access to all Docker Engine API fields:
+
+- **Basic Info**: Container ID, name, image, creation time, platform
+- **State**: Running status, PID, exit code, start/finish times, health status
+- **Config**: Environment variables, command, working directory, labels, exposed ports
+- **Network**: IP addresses, port bindings, network configurations, aliases
+- **Host Config**: Memory limits, CPU settings, device mappings, restart policies
+- **Mounts**: Volume and bind mount information with detailed options
+- **Health**: Health check status and logs (if configured)
+- **Platform**: Architecture and OS information
+
 ## Best Practices
 
 1. Always use context managers or ensure proper cleanup
diff --git a/docs/features/docker_compose.md b/docs/features/docker_compose.md
index 006a12b92..6b874a348 100644
--- a/docs/features/docker_compose.md
+++ b/docs/features/docker_compose.md
@@ -60,6 +60,22 @@ with DockerCompose("path/to/compose/directory") as compose:
 
     # Get container logs
     stdout, stderr = compose.get_logs("web")
+
+    # Get detailed container information
+    container = compose.get_container("web")
+    info = container.get_container_info()
+    if info:
+        print(f"Container ID: {info.Id}")
+        if info.State:
+            print(f"Status: {info.State.Status}")
+        if info.Config:
+            print(f"Image: {info.Config.Image}")
+
+        # Access network settings
+        network_settings = info.get_network_settings()
+        if network_settings and network_settings.Networks:
+            for name, network in network_settings.Networks.items():
+                print(f"Network {name}: IP {network.IPAddress}")
 ```
 
 ## Waiting for Services
@@ -105,6 +121,46 @@ def test_web_application():
         assert exit_code == 0
 ```
 
+## Container Information
+
+You can get detailed information about containers using the `get_container_info()` method:
+
+```python
+with DockerCompose("path/to/compose/directory") as compose:
+    container = compose.get_container("web")
+    info = container.get_container_info()
+
+    if info:
+        # Basic container information
+        print(f"Container ID: {info.Id}")
+        print(f"Name: {info.Name}")
+        print(f"Image: {info.Image}")
+
+        # Container state
+        if info.State:
+            print(f"Status: {info.State.Status}")
+            print(f"Running: {info.State.Running}")
+            print(f"PID: {info.State.Pid}")
+            print(f"Exit Code: {info.State.ExitCode}")
+
+        # Container configuration
+        if info.Config:
+            print(f"Hostname: {info.Config.Hostname}")
+            print(f"Environment: {info.Config.Env}")
+            print(f"Command: {info.Config.Cmd}")
+
+        # Network information
+        network_settings = info.get_network_settings()
+        if network_settings and network_settings.Networks:
+            for network_name, network in network_settings.Networks.items():
+                print(f"Network: {network_name}")
+                print(f"  IP Address: {network.IPAddress}")
+                print(f"  Gateway: {network.Gateway}")
+                print(f"  MAC Address: {network.MacAddress}")
+```
+
+The container information is lazy-loaded and cached, so subsequent calls to `get_container_info()` will return the same data without making additional Docker API calls.
+
 ## Best Practices
 
 1. Use context managers (`with` statement) to ensure proper cleanup

From c8a5bbdbab137e6dc5af9a7224e65972665ec84d Mon Sep 17 00:00:00 2001
From: Oliver Lambson <oliverlambson@gmail.com>
Date: Sat, 4 Apr 2026 03:45:35 -0400
Subject: [PATCH 103/208] fix(postgres): add py.typed marker to postgres module
 (#849)

py.typed marker added

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 modules/postgres/testcontainers/postgres/py.typed | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 modules/postgres/testcontainers/postgres/py.typed

diff --git a/modules/postgres/testcontainers/postgres/py.typed b/modules/postgres/testcontainers/postgres/py.typed
new file mode 100644
index 000000000..e69de29bb

From e25713a300eda6a14973d2465590d2318dcc375d Mon Sep 17 00:00:00 2001
From: Marc Schmitzer <marc@solute.de>
Date: Tue, 7 Apr 2026 16:58:45 +0200
Subject: [PATCH 104/208] fix(redis): Use wait strategy instead of deprecated
 decorator (#914)

Another part of fixing #874 (cf. #899).

---------

Co-authored-by: Dave Ankin <alexanderankin@gmail.com>
---
 modules/mqtt/testcontainers/mqtt/__init__.py  |  2 +-
 .../redis/testcontainers/redis/__init__.py    | 23 +++++++++----------
 modules/redis/tests/test_redis.py             | 11 +++++++++
 3 files changed, 23 insertions(+), 13 deletions(-)

diff --git a/modules/mqtt/testcontainers/mqtt/__init__.py b/modules/mqtt/testcontainers/mqtt/__init__.py
index 854ec21f8..8321d0d06 100644
--- a/modules/mqtt/testcontainers/mqtt/__init__.py
+++ b/modules/mqtt/testcontainers/mqtt/__init__.py
@@ -121,7 +121,7 @@ def start(self, configfile: Optional[str] = None) -> Self:
             # default config file
             configfile = Path(__file__).parent / MosquittoContainer.CONFIG_FILE
         self.with_volume_mapping(configfile, "/mosquitto/config/mosquitto.conf")
-        # since version 2.1.1 - 2026-02-04, which fixed a PUID/PGID issue, the container needs to write to the data directory, 
+        # since version 2.1.1 - 2026-02-04, which fixed a PUID/PGID issue, the container needs to write to the data directory,
         # so we mount it as tmpfs for better performance in tests
         self.with_tmpfs_mount("/data")
 
diff --git a/modules/redis/testcontainers/redis/__init__.py b/modules/redis/testcontainers/redis/__init__.py
index 7a4d46613..24895b328 100644
--- a/modules/redis/testcontainers/redis/__init__.py
+++ b/modules/redis/testcontainers/redis/__init__.py
@@ -17,7 +17,7 @@
 from redis.asyncio import Redis as asyncRedis
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.waiting_utils import WaitStrategy, WaitStrategyTarget
 
 
 class RedisContainer(DockerContainer):
@@ -36,19 +36,13 @@ class RedisContainer(DockerContainer):
 
     def __init__(self, image: str = "redis:latest", port: int = 6379, password: Optional[str] = None, **kwargs) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
-        super().__init__(image, **kwargs)
+        super().__init__(image, _wait_strategy=PingWaitStrategy(), **kwargs)
         self.port = port
         self.password = password
         self.with_exposed_ports(self.port)
         if self.password:
             self.with_command(f"redis-server --requirepass {self.password}")
 
-    @wait_container_is_ready(redis.exceptions.ConnectionError)
-    def _connect(self) -> None:
-        client = self.get_client()
-        if not client.ping():
-            raise redis.exceptions.ConnectionError("Could not connect to Redis")
-
     def get_client(self, **kwargs) -> redis.Redis:
         """
         Get a redis client.
@@ -66,10 +60,15 @@ def get_client(self, **kwargs) -> redis.Redis:
             **kwargs,
         )
 
-    def start(self) -> "RedisContainer":
-        super().start()
-        self._connect()
-        return self
+
+class PingWaitStrategy(WaitStrategy):
+    def __init__(self) -> None:
+        super().__init__()
+        self.with_transient_exceptions(redis.exceptions.ConnectionError)
+
+    def wait_until_ready(self, container: WaitStrategyTarget) -> None:
+        if not self._poll(lambda: container.get_client().ping()):
+            raise redis.exceptions.ConnectionError("Could not connect to Redis")
 
 
 class AsyncRedisContainer(RedisContainer):
diff --git a/modules/redis/tests/test_redis.py b/modules/redis/tests/test_redis.py
index bd8e244c5..01be35f14 100644
--- a/modules/redis/tests/test_redis.py
+++ b/modules/redis/tests/test_redis.py
@@ -2,6 +2,7 @@
 
 from testcontainers.redis import RedisContainer, AsyncRedisContainer
 import pytest
+import redis
 
 
 def test_docker_run_redis():
@@ -24,6 +25,16 @@ def test_docker_run_redis_with_password():
         assert client.get("hello") == "world"
 
 
+def test_docker_run_start_fails(monkeypatch: pytest.MonkeyPatch):
+    # Patch config to speed up the test.
+    monkeypatch.setattr("testcontainers.core.config.testcontainers_config.max_tries", 0.3)
+    monkeypatch.setattr("testcontainers.core.config.testcontainers_config.sleep_time", 0.02)
+    # Use a bogus image to make the startup check fail.
+    config = RedisContainer(image="hello-world")
+    with pytest.raises(redis.exceptions.ConnectionError, match="Could not connect"):
+        config.start()
+
+
 pytest.mark.usefixtures("anyio_backend")
 
 

From 6ecf34717e3ffdab44581374cebad3b074ab8939 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Tue, 7 Apr 2026 16:43:08 -0700
Subject: [PATCH 105/208] chore(main): release testcontainers 4.15.0-rc.1
 (#986)

:robot: I have created a release *beep* *boop*
---


##
[4.15.0-rc.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.2...testcontainers-v4.15.0-rc.1)
(2026-04-07)


### Features

* **compose:** add structured container inspect information
([#897](https://github.com/testcontainers/testcontainers-python/issues/897))
([58459a1](https://github.com/testcontainers/testcontainers-python/commit/58459a13a1523c5dec8b21b0e16ae1afdce48156))
* **core:** support SSH-based DOCKER_HOST
([#993](https://github.com/testcontainers/testcontainers-python/issues/993))
([d48115d](https://github.com/testcontainers/testcontainers-python/commit/d48115def127644964d4d2b09a38e3f4492cc43c))
* **generic:** Reintroducing the generic SQL module
([#892](https://github.com/testcontainers/testcontainers-python/issues/892))
([2ca2321](https://github.com/testcontainers/testcontainers-python/commit/2ca2321ada12e09d491280c8ec855bf8511de7c2))
* **keycloak:** support for relative path and management relative path
([#982](https://github.com/testcontainers/testcontainers-python/issues/982))
([898faf6](https://github.com/testcontainers/testcontainers-python/commit/898faf6a5955698958be6e8cfd32b87323d62a44))
* **mqtt:** MosquittoContainer: Add version 2.1.2
([#978](https://github.com/testcontainers/testcontainers-python/issues/978))
([af382f7](https://github.com/testcontainers/testcontainers-python/commit/af382f74e82bdcb14eac3f4e04a83432ae9beeba))


### Bug Fixes

* **azurite:** make visible to type checkers
([#927](https://github.com/testcontainers/testcontainers-python/issues/927))
([baa5668](https://github.com/testcontainers/testcontainers-python/commit/baa566814b22fa922094a625ff92037cbe8bd93f))
* **clickhouse:** add `HttpWaitStrategy` instead of deprecated
`wait_container_is_ready`
([#962](https://github.com/testcontainers/testcontainers-python/issues/962))
([8034541](https://github.com/testcontainers/testcontainers-python/commit/803454147c03418b7b06601d251eb491a2cd79cf))
* **compose:** return type in get_service_port docstring
([#939](https://github.com/testcontainers/testcontainers-python/issues/939))
([fed65fe](https://github.com/testcontainers/testcontainers-python/commit/fed65fe14507020007c115c535364c90d4bbdde9))
* **core:** Refactor copy file
([#996](https://github.com/testcontainers/testcontainers-python/issues/996))
([0e0bb24](https://github.com/testcontainers/testcontainers-python/commit/0e0bb24a2bddfd8a03bebdfc3b9ff8cf8c78092b))
* **core:** wait for ryuk more reliably, improve tests: long_running,
filter logs
([#984](https://github.com/testcontainers/testcontainers-python/issues/984))
([b12ae13](https://github.com/testcontainers/testcontainers-python/commit/b12ae13e589a4ffe326c162a38df56eb30521d69))
* **generic:** Migrate ServerContainer from deprecated decorator to
HttpWaitStrategy
([#971](https://github.com/testcontainers/testcontainers-python/issues/971))
([460b0d8](https://github.com/testcontainers/testcontainers-python/commit/460b0d8a09635068815ea8c5c5a4e4cc1e3dfea7))
* **kafka:** Use wait strategy instead of deprecated wait_for_logs
([#903](https://github.com/testcontainers/testcontainers-python/issues/903))
([87332c1](https://github.com/testcontainers/testcontainers-python/commit/87332c1332a30b673aac919b48e296e21f2c1baf))
* **postgres:** add py.typed marker to postgres module
([#849](https://github.com/testcontainers/testcontainers-python/issues/849))
([c8a5bbd](https://github.com/testcontainers/testcontainers-python/commit/c8a5bbdbab137e6dc5af9a7224e65972665ec84d))
* **qdrant:** migrate Qdrant from deprecated decorator.
([#963](https://github.com/testcontainers/testcontainers-python/issues/963))
([407f798](https://github.com/testcontainers/testcontainers-python/commit/407f79825be97865010dc0119cdfe3498a609a08))
* **redis:** Use wait strategy instead of deprecated decorator
([#914](https://github.com/testcontainers/testcontainers-python/issues/914))
([e25713a](https://github.com/testcontainers/testcontainers-python/commit/e25713a300eda6a14973d2465590d2318dcc375d))
* **sftp:** Avoid using wait_for_logs in module.
([#995](https://github.com/testcontainers/testcontainers-python/issues/995))
([83157eb](https://github.com/testcontainers/testcontainers-python/commit/83157eb4acd931949cfec3d2a84db0a61685e739))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 26 ++++++++++++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 28 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 1d17cc812..b5f8eec9a 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.14.2"
+    ".": "4.15.0-rc.1"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ce24ff24..27b0aed86 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,31 @@
 # Changelog
 
+## [4.15.0-rc.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.2...testcontainers-v4.15.0-rc.1) (2026-04-07)
+
+
+### Features
+
+* **compose:** add structured container inspect information ([#897](https://github.com/testcontainers/testcontainers-python/issues/897)) ([58459a1](https://github.com/testcontainers/testcontainers-python/commit/58459a13a1523c5dec8b21b0e16ae1afdce48156))
+* **core:** support SSH-based DOCKER_HOST ([#993](https://github.com/testcontainers/testcontainers-python/issues/993)) ([d48115d](https://github.com/testcontainers/testcontainers-python/commit/d48115def127644964d4d2b09a38e3f4492cc43c))
+* **generic:** Reintroducing the generic SQL module ([#892](https://github.com/testcontainers/testcontainers-python/issues/892)) ([2ca2321](https://github.com/testcontainers/testcontainers-python/commit/2ca2321ada12e09d491280c8ec855bf8511de7c2))
+* **keycloak:** support for relative path and management relative path ([#982](https://github.com/testcontainers/testcontainers-python/issues/982)) ([898faf6](https://github.com/testcontainers/testcontainers-python/commit/898faf6a5955698958be6e8cfd32b87323d62a44))
+* **mqtt:** MosquittoContainer: Add version 2.1.2 ([#978](https://github.com/testcontainers/testcontainers-python/issues/978)) ([af382f7](https://github.com/testcontainers/testcontainers-python/commit/af382f74e82bdcb14eac3f4e04a83432ae9beeba))
+
+
+### Bug Fixes
+
+* **azurite:** make visible to type checkers ([#927](https://github.com/testcontainers/testcontainers-python/issues/927)) ([baa5668](https://github.com/testcontainers/testcontainers-python/commit/baa566814b22fa922094a625ff92037cbe8bd93f))
+* **clickhouse:** add `HttpWaitStrategy` instead of deprecated `wait_container_is_ready` ([#962](https://github.com/testcontainers/testcontainers-python/issues/962)) ([8034541](https://github.com/testcontainers/testcontainers-python/commit/803454147c03418b7b06601d251eb491a2cd79cf))
+* **compose:** return type in get_service_port docstring ([#939](https://github.com/testcontainers/testcontainers-python/issues/939)) ([fed65fe](https://github.com/testcontainers/testcontainers-python/commit/fed65fe14507020007c115c535364c90d4bbdde9))
+* **core:** Refactor copy file ([#996](https://github.com/testcontainers/testcontainers-python/issues/996)) ([0e0bb24](https://github.com/testcontainers/testcontainers-python/commit/0e0bb24a2bddfd8a03bebdfc3b9ff8cf8c78092b))
+* **core:** wait for ryuk more reliably, improve tests: long_running, filter logs ([#984](https://github.com/testcontainers/testcontainers-python/issues/984)) ([b12ae13](https://github.com/testcontainers/testcontainers-python/commit/b12ae13e589a4ffe326c162a38df56eb30521d69))
+* **generic:** Migrate ServerContainer from deprecated decorator to HttpWaitStrategy ([#971](https://github.com/testcontainers/testcontainers-python/issues/971)) ([460b0d8](https://github.com/testcontainers/testcontainers-python/commit/460b0d8a09635068815ea8c5c5a4e4cc1e3dfea7))
+* **kafka:** Use wait strategy instead of deprecated wait_for_logs ([#903](https://github.com/testcontainers/testcontainers-python/issues/903)) ([87332c1](https://github.com/testcontainers/testcontainers-python/commit/87332c1332a30b673aac919b48e296e21f2c1baf))
+* **postgres:** add py.typed marker to postgres module ([#849](https://github.com/testcontainers/testcontainers-python/issues/849)) ([c8a5bbd](https://github.com/testcontainers/testcontainers-python/commit/c8a5bbdbab137e6dc5af9a7224e65972665ec84d))
+* **qdrant:** migrate Qdrant from deprecated decorator. ([#963](https://github.com/testcontainers/testcontainers-python/issues/963)) ([407f798](https://github.com/testcontainers/testcontainers-python/commit/407f79825be97865010dc0119cdfe3498a609a08))
+* **redis:** Use wait strategy instead of deprecated decorator ([#914](https://github.com/testcontainers/testcontainers-python/issues/914)) ([e25713a](https://github.com/testcontainers/testcontainers-python/commit/e25713a300eda6a14973d2465590d2318dcc375d))
+* **sftp:** Avoid using wait_for_logs in module. ([#995](https://github.com/testcontainers/testcontainers-python/issues/995)) ([83157eb](https://github.com/testcontainers/testcontainers-python/commit/83157eb4acd931949cfec3d2a84db0a61685e739))
+
 ## [4.14.2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.1...testcontainers-v4.14.2) (2026-03-18)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 1440bf0d5..b0b431008 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.14.2"  # auto-incremented by release-please
+version = "4.15.0-rc.1"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From fc09dc17bccd45d57d92f12c0de26b99ab1ccecf Mon Sep 17 00:00:00 2001
From: Daria Korenieva <daric2612@gmail.com>
Date: Thu, 9 Apr 2026 14:09:00 -0700
Subject: [PATCH 106/208] feat(valkey): add Valkey module (#947)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

I’d like to add Valkey, the open-source fork of Redis, as a dedicated
Testcontainers module.

- Docker container: valkey/valkey:latest
- Valkey website: https://valkey.io/
- Documentation: https://valkey.io/docs/

---------

Signed-off-by: Daria Korenieva <daric2612@gmail.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 docs/modules/valkey.md                        |  23 ++++
 mkdocs.yml                                    |   1 +
 modules/valkey/README.rst                     |   2 +
 modules/valkey/example_basic.py               |  82 ++++++++++++++
 .../valkey/testcontainers/valkey/__init__.py  | 103 ++++++++++++++++++
 modules/valkey/tests/test_valkey.py           |  84 ++++++++++++++
 pyproject.toml                                |   3 +
 uv.lock                                       |  10 +-
 8 files changed, 306 insertions(+), 2 deletions(-)
 create mode 100644 docs/modules/valkey.md
 create mode 100644 modules/valkey/README.rst
 create mode 100644 modules/valkey/example_basic.py
 create mode 100644 modules/valkey/testcontainers/valkey/__init__.py
 create mode 100644 modules/valkey/tests/test_valkey.py

diff --git a/docs/modules/valkey.md b/docs/modules/valkey.md
new file mode 100644
index 000000000..d71182fac
--- /dev/null
+++ b/docs/modules/valkey.md
@@ -0,0 +1,23 @@
+# Valkey
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.14.3"><span class="tc-version">:material-tag: v4.14.3</span></a>
+
+## Introduction
+
+The Testcontainers module for Valkey.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Valkey module to your python dependencies:
+
+```bash
+pip install testcontainers[valkey]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a Valkey container](../../modules/valkey/example_basic.py)
+
+<!--/codeinclude-->
diff --git a/mkdocs.yml b/mkdocs.yml
index aca8281b7..0a31629a2 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -72,6 +72,7 @@ nav:
           - modules/redis.md
           - modules/scylla.md
           - modules/trino.md
+          - modules/valkey.md
           - modules/weaviate.md
       - modules/aws.md
       - modules/azurite.md
diff --git a/modules/valkey/README.rst b/modules/valkey/README.rst
new file mode 100644
index 000000000..abe0c74e1
--- /dev/null
+++ b/modules/valkey/README.rst
@@ -0,0 +1,2 @@
+.. autoclass:: testcontainers.valkey.ValkeyContainer
+.. title:: testcontainers.valkey.ValkeyContainer
diff --git a/modules/valkey/example_basic.py b/modules/valkey/example_basic.py
new file mode 100644
index 000000000..1288b5d94
--- /dev/null
+++ b/modules/valkey/example_basic.py
@@ -0,0 +1,82 @@
+"""
+Valkey container usage examples with valkey-glide sync client.
+
+Requires: pip install valkey-glide-sync
+"""
+
+from glide_sync import GlideClient, GlideClientConfiguration, NodeAddress, ServerCredentials
+
+from testcontainers.valkey import ValkeyContainer
+
+
+def basic_example():
+    with ValkeyContainer() as valkey_container:
+        host = valkey_container.get_host()
+        port = valkey_container.get_exposed_port()
+        connection_url = valkey_container.get_connection_url()
+
+        print(f"Valkey connection URL: {connection_url}")
+        print(f"Host: {host}, Port: {port}")
+
+        config = GlideClientConfiguration([NodeAddress(host, port)])
+        client = GlideClient.create(config)
+
+        pong = client.ping()
+        print(f"PING response: {pong}")
+
+        client.set("key", "value")
+        print("SET response: OK")
+
+        value = client.get("key")
+        print(f"GET response: {value}")
+
+        client.close()
+
+
+def password_example():
+    with ValkeyContainer().with_password("mypassword") as valkey_container:
+        host = valkey_container.get_host()
+        port = valkey_container.get_exposed_port()
+        connection_url = valkey_container.get_connection_url()
+
+        print(f"\nValkey with password connection URL: {connection_url}")
+
+        config = GlideClientConfiguration(
+            [NodeAddress(host, port)],
+            credentials=ServerCredentials(password="mypassword"),
+        )
+        client = GlideClient.create(config)
+
+        pong = client.ping()
+        print(f"PING response: {pong}")
+
+        client.close()
+
+
+def version_example():
+    with ValkeyContainer().with_image_tag("8.0") as valkey_container:
+        print(f"\nUsing image: {valkey_container.image}")
+        connection_url = valkey_container.get_connection_url()
+        print(f"Connection URL: {connection_url}")
+
+
+def bundle_example():
+    with ValkeyContainer().with_bundle() as valkey_container:
+        print(f"\nUsing bundle image: {valkey_container.image}")
+        host = valkey_container.get_host()
+        port = valkey_container.get_exposed_port()
+
+        config = GlideClientConfiguration([NodeAddress(host, port)])
+        client = GlideClient.create(config)
+
+        pong = client.ping()
+        print(f"PING response: {pong}")
+
+        client.close()
+
+
+if __name__ == "__main__":
+    basic_example()
+    password_example()
+    version_example()
+    bundle_example()
diff --git a/modules/valkey/testcontainers/valkey/__init__.py b/modules/valkey/testcontainers/valkey/__init__.py
new file mode 100644
index 000000000..7237a64fe
--- /dev/null
+++ b/modules/valkey/testcontainers/valkey/__init__.py
@@ -0,0 +1,103 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import ExecWaitStrategy
+
+_BASE_IMAGE = "valkey/valkey"
+_BUNDLE_IMAGE = "valkey/valkey-bundle"
+
+
+class ValkeyContainer(DockerContainer):
+    """
+    Valkey container.
+
+    """
+
+    def __init__(self, image: str = f"{_BASE_IMAGE}:latest", port: int = 6379, **kwargs) -> None:
+        super().__init__(image, **kwargs)
+        self.port = port
+        self.password: str | None = None
+        self.with_exposed_ports(self.port)
+        self.waiting_for(ExecWaitStrategy(["valkey-cli", "ping"]))
+
+    def with_password(self, password: str) -> "ValkeyContainer":
+        """
+        Configure authentication for Valkey.
+
+        Args:
+            password: Password for Valkey authentication.
+
+        Returns:
+            self: Container instance for method chaining.
+        """
+        self.password = password
+        self.with_command(["valkey-server", "--requirepass", password])
+        self.waiting_for(ExecWaitStrategy(["valkey-cli", "-a", password, "ping"]))
+        return self
+
+    def with_image_tag(self, tag: str) -> "ValkeyContainer":
+        """
+        Specify Valkey version.
+
+        Args:
+            tag: Image tag (e.g., '8.0', 'latest').
+
+        Returns:
+            self: Container instance for method chaining.
+        """
+        base_image = self.image.rsplit(":", 1)[0]
+        self.image = f"{base_image}:{tag}"
+        return self
+
+    def with_bundle(self) -> "ValkeyContainer":
+        """
+        Enable all modules by switching to valkey-bundle image.
+
+        Returns:
+            self: Container instance for method chaining.
+        """
+        tag = self.image.rsplit(":", 1)[-1]
+        self.image = f"{_BUNDLE_IMAGE}:{tag}"
+        return self
+
+    def get_connection_url(self) -> str:
+        """
+        Get connection URL for Valkey.
+
+        Returns:
+            url: Connection URL in format valkey://[:password@]host:port
+        """
+        host = self.get_host()
+        port = self.get_exposed_port()
+        if self.password:
+            return f"valkey://:{self.password}@{host}:{port}"
+        return f"valkey://{host}:{port}"
+
+    def get_host(self) -> str:
+        """
+        Get container host.
+
+        Returns:
+            host: Container host IP.
+        """
+        return self.get_container_host_ip()
+
+    def get_exposed_port(self) -> int:
+        """
+        Get mapped port.
+
+        Returns:
+            port: Exposed port number.
+        """
+        return int(super().get_exposed_port(self.port))
diff --git a/modules/valkey/tests/test_valkey.py b/modules/valkey/tests/test_valkey.py
new file mode 100644
index 000000000..bcdf590ed
--- /dev/null
+++ b/modules/valkey/tests/test_valkey.py
@@ -0,0 +1,84 @@
+import socket
+
+from testcontainers.valkey import ValkeyContainer
+
+
+def test_docker_run_valkey():
+    with ValkeyContainer() as valkey:
+        host = valkey.get_host()
+        port = valkey.get_exposed_port()
+
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+            s.connect((host, port))
+            s.sendall(b"*1\r\n$4\r\nPING\r\n")
+            response = s.recv(1024)
+            assert b"+PONG" in response
+
+
+def test_docker_run_valkey_with_password():
+    with ValkeyContainer().with_password("mypass") as valkey:
+        host = valkey.get_host()
+        port = valkey.get_exposed_port()
+
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+            s.connect((host, port))
+            # Authenticate
+            s.sendall(b"*2\r\n$4\r\nAUTH\r\n$6\r\nmypass\r\n")
+            auth_response = s.recv(1024)
+            assert b"+OK" in auth_response
+
+            # Test SET command
+            s.sendall(b"*3\r\n$3\r\nSET\r\n$5\r\nhello\r\n$5\r\nworld\r\n")
+            set_response = s.recv(1024)
+            assert b"+OK" in set_response
+
+            # Test GET command
+            s.sendall(b"*2\r\n$3\r\nGET\r\n$5\r\nhello\r\n")
+            get_response = s.recv(1024)
+            assert b"world" in get_response
+
+
+def test_get_connection_url():
+    with ValkeyContainer() as valkey:
+        url = valkey.get_connection_url()
+        assert url.startswith("valkey://")
+        assert str(valkey.get_exposed_port()) in url
+
+
+def test_get_connection_url_with_password():
+    with ValkeyContainer().with_password("secret") as valkey:
+        url = valkey.get_connection_url()
+        assert url.startswith("valkey://:secret@")
+        assert str(valkey.get_exposed_port()) in url
+
+
+def test_with_image_tag():
+    container = ValkeyContainer().with_image_tag("8.0")
+    assert container.image == "valkey/valkey:8.0"
+
+
+def test_with_bundle():
+    container = ValkeyContainer().with_bundle()
+    assert container.image == "valkey/valkey-bundle:latest"
+
+
+def test_with_bundle_and_tag():
+    container = ValkeyContainer().with_bundle().with_image_tag("9.0")
+    assert container.image == "valkey/valkey-bundle:9.0"
+
+
+def test_with_tag_and_bundle():
+    container = ValkeyContainer().with_image_tag("8.0").with_bundle()
+    assert container.image == "valkey/valkey-bundle:8.0"
+
+
+def test_bundle_starts():
+    with ValkeyContainer().with_bundle() as valkey:
+        host = valkey.get_host()
+        port = valkey.get_exposed_port()
+
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+            s.connect((host, port))
+            s.sendall(b"*1\r\n$4\r\nPING\r\n")
+            response = s.recv(1024)
+            assert b"+PONG" in response
diff --git a/pyproject.toml b/pyproject.toml
index b0b431008..1d34750ce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -101,6 +101,7 @@ registry = ["bcrypt>=5"]
 selenium = ["selenium>=4"]
 scylla = ["cassandra-driver>=3; python_version < '3.14'"]
 sftp = ["cryptography"]
+valkey = []
 vault = []
 weaviate = ["weaviate-client>=4"]
 chroma = ["chromadb-client>=1"]
@@ -218,6 +219,7 @@ packages = [
   "modules/selenium/testcontainers",
   "modules/scylla/testcontainers",
   "modules/trino/testcontainers",
+  "modules/valkey/testcontainers",
   "modules/vault/testcontainers",
   "modules/weaviate/testcontainers",
 ]
@@ -267,6 +269,7 @@ dev-mode-dirs = [
   "modules/selenium",
   "modules/scylla",
   "modules/trino",
+  "modules/valkey",
   "modules/vault",
   "modules/weaviate",
 ]
diff --git a/uv.lock b/uv.lock
index 22c671f37..1c9a3163d 100644
--- a/uv.lock
+++ b/uv.lock
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     { url = "https://files.pythonhosted.org/packages/4b/d2/91465d39164eaa0085177f61983d80ffe746c5a1860f009811d498e7259c/greenlet-3.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ac0549373982b36d5fd5d30beb8a7a33ee541ff98d2b502714a09f1169f31b55", size = 1615193, upload-time = "2025-12-04T15:04:27.041Z" },
     { url = "https://files.pythonhosted.org/packages/42/1b/83d110a37044b92423084d52d5d5a3b3a73cafb51b547e6d7366ff62eff1/greenlet-3.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d198d2d977460358c3b3a4dc844f875d1adb33817f0613f663a656f463764ccc", size = 1683653, upload-time = "2025-12-04T14:27:32.366Z" },
@@ -1408,6 +1413,7 @@ wheels = [
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@@ -4896,7 +4902,7 @@ wheels = [
 
 [[package]]
 name = "testcontainers"
-version = "4.14.2"
+version = "4.15.0rc1"
 source = { editable = "." }
 dependencies = [
     { name = "docker" },
@@ -5144,7 +5150,7 @@ requires-dist = [
     { name = "weaviate-client", marker = "extra == 'weaviate'", specifier = ">=4" },
     { name = "wrapt" },
 ]
-provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "vault", "weaviate", "chroma", "trino"]
+provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "valkey", "vault", "weaviate", "chroma", "trino"]
 
 [package.metadata.requires-dev]
 dev = [

From 9fe6b074852e5d6f1df2942bda52ee0557e5cb32 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 9 Apr 2026 15:09:30 -0600
Subject: [PATCH 107/208] fix(azurite): use `HttpWaitStrategy` instead of
 deprecated `wait_container_is_ready` (#1003)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

## Related

- #874

Signed-off-by: Edgar Ramírez Mondragón <edgarrm358@gmail.com>
---
 modules/azurite/testcontainers/azurite/__init__.py | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/modules/azurite/testcontainers/azurite/__init__.py b/modules/azurite/testcontainers/azurite/__init__.py
index f4e76d670..3cd755f34 100644
--- a/modules/azurite/testcontainers/azurite/__init__.py
+++ b/modules/azurite/testcontainers/azurite/__init__.py
@@ -12,12 +12,11 @@
 #    under the License.
 import enum
 import os
-import socket
 from typing import Optional
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import PortWaitStrategy
 
 
 class ConnectionStringType(enum.Enum):
@@ -223,7 +222,6 @@ def start(self) -> "AzuriteContainer":
         self._connect()
         return self
 
-    @wait_container_is_ready(OSError)
     def _connect(self) -> None:
-        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
-            s.connect((self.get_container_host_ip(), int(self.get_exposed_port(next(iter(self.ports))))))
+        strategy = PortWaitStrategy(int(next(iter(self.ports))))
+        strategy.wait_until_ready(self)

From 2c1145c9c82e747d7b415475b201a9d705837ee4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Apr 2026 13:58:39 +0300
Subject: [PATCH 108/208] chore(deps): bump authlib from 1.6.6 to 1.6.9 (#999)

Bumps [authlib](https://github.com/authlib/authlib) from 1.6.6 to 1.6.9.

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1c9a3163d..a17b3266c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -270,14 +270,14 @@ wheels = [
 
 [[package]]
 name = "authlib"
-version = "1.6.6"
+version = "1.6.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/bb/9b/b1661026ff24bc641b76b78c5222d614776b0c085bcfdac9bd15a1cb4b35/authlib-1.6.6.tar.gz", hash = "sha256:45770e8e056d0f283451d9996fbb59b70d45722b45d854d58f32878d0a40c38e", size = 164894, upload-time = "2025-12-12T08:01:41.464Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/af/98/00d3dd826d46959ad8e32af2dbb2398868fd9fd0683c26e56d0789bd0e68/authlib-1.6.9.tar.gz", hash = "sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04", size = 165134, upload-time = "2026-03-02T07:44:01.998Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/53/23/b65f568ed0c22f1efacb744d2db1a33c8068f384b8c9b482b52ebdbc3ef6/authlib-1.6.9-py2.py3-none-any.whl", hash = "sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3", size = 244197, upload-time = "2026-03-02T07:44:00.307Z" },
 ]
 
 [[package]]

From aa12ee27ffc260c0f7855fd3d3ecc8aea2cb0736 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Apr 2026 10:32:48 -0400
Subject: [PATCH 109/208] chore(deps): bump cryptography from 46.0.3 to 46.0.7
 (#1006)

Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.3
to 46.0.7.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's
changelog</a>.</em></p>
<blockquote>
<p>46.0.7 - 2026-04-07</p>
<pre><code>
* **SECURITY ISSUE**: Fixed an issue where non-contiguous buffers could
be
  passed to APIs that accept Python buffers, which could lead to buffer
  overflow. **CVE-2026-39892**
* Updated Windows, macOS, and Linux wheels to be compiled with OpenSSL
3.5.6.
<p>.. _v46-0-6:</p>
<p>46.0.6 - 2026-03-25<br />
</code></pre></p>
<ul>
<li><strong>SECURITY ISSUE</strong>: Fixed a bug where name constraints
were not applied
to peer names during verification when the leaf certificate contains a
wildcard DNS SAN. Ordinary X.509 topologies are not affected by this
bug,
including those used by the Web PKI. Credit to <strong>Oleh Konko
(1seal)</strong> for
reporting the issue. <strong>CVE-2026-34073</strong></li>
</ul>
<p>.. _v46-0-5:</p>
<p>46.0.5 - 2026-02-10</p>
<pre><code>
* An attacker could create a malicious public key that reveals portions
of your
private key when using certain uncommon elliptic curves (binary curves).
This version now includes additional security checks to prevent this
attack.
This issue only affects binary elliptic curves, which are rarely used in
real-world applications. Credit to **XlabAI Team of Tencent Xuanwu Lab
and
Atuin Automated Vulnerability Discovery Engine** for reporting the
issue.
  **CVE-2026-26007**
* Support for ``SECT*`` binary elliptic curves is deprecated and will be
  removed in the next release.
<p>.. v46-0-4:</p>
<p>46.0.4 - 2026-01-27<br />
</code></pre></p>
<ul>
<li><code>Dropped support for win_arm64 wheels</code>_.</li>
<li>Updated Windows, macOS, and Linux wheels to be compiled with OpenSSL
3.5.5.</li>
</ul>
<p>.. _v46-0-3:</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyca/cryptography/commit/622d672e429a7cff836a23c5903683dbec1901f5"><code>622d672</code></a>
46.0.7 release (<a
href="https://redirect.github.com/pyca/cryptography/issues/14602">#14602</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/91d728897bdad30cd5c79a2b23e207f1f050d587"><code>91d7288</code></a>
Cherry-pick <a
href="https://redirect.github.com/pyca/cryptography/issues/14542">#14542</a>
(<a
href="https://redirect.github.com/pyca/cryptography/issues/14543">#14543</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/06e120e682cb200e3f7050c02f0bcdac90c4c6ad"><code>06e120e</code></a>
bump version for 46.0.5 release (<a
href="https://redirect.github.com/pyca/cryptography/issues/14289">#14289</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/0eebb9dbb6343d9bc1d91e5a2482ed4e054a6d8c"><code>0eebb9d</code></a>
EC check key on cofactor &gt; 1 (<a
href="https://redirect.github.com/pyca/cryptography/issues/14287">#14287</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/bedf6e186b814f69a3f54f51252c23a71d44ed2e"><code>bedf6e1</code></a>
fix openssl version on 46 branch (<a
href="https://redirect.github.com/pyca/cryptography/issues/14220">#14220</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/e6f44fc8e6391f05d719fb9d369692325b87a471"><code>e6f44fc</code></a>
bump for 46.0.4 and drop win arm64 due to CI issues (<a
href="https://redirect.github.com/pyca/cryptography/issues/14217">#14217</a>)</li>
<li>See full diff in <a
href="https://github.com/pyca/cryptography/compare/46.0.3...46.0.7">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=cryptography&package-manager=uv&previous-version=46.0.3&new-version=46.0.7)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 113 +++++++++++++++++++++++++-------------------------------
 1 file changed, 51 insertions(+), 62 deletions(-)

diff --git a/uv.lock b/uv.lock
index a17b3266c..ffd100895 100644
--- a/uv.lock
+++ b/uv.lock
@@ -935,67 +935,62 @@ toml = [
 
 [[package]]
 name = "cryptography"
-version = "46.0.3"
+version = "46.0.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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From 23aca0b8a4ac9cd6619e2859d1f0912ca63320a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Apr 2026 10:32:58 -0400
Subject: [PATCH 110/208] chore(deps): bump aiohttp from 3.13.3 to 3.13.4
 (#1005)

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---
 uv.lock | 210 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 105 insertions(+), 105 deletions(-)

diff --git a/uv.lock b/uv.lock
index ffd100895..4d65c6f7d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -30,7 +30,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -42,110 +42,110 @@ dependencies = [
     { name = "propcache" },
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 ]
 
 [[package]]

From 59ec1ce6dc7d54fa7f4b3c69f5bf674dfd19bfc0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?G=C3=BCnther=20Grill?= <guenhter@users.noreply.github.com>
Date: Thu, 30 Apr 2026 00:40:12 +0200
Subject: [PATCH 111/208] feat: support with_copy_to (#976)

This PR supports copying files into the container before startup time:

```python
DockerContainer("alpine")
    .with_command(["cat", "/tmp/copied.txt"])
    .with_copy_into_container(src, "/tmp/copied.txt")
```

To support this, I had to change how the container is started: `run` is
not longer used, but instead `create` and `start` are used now, in order
to be able to make the `copy` before the container is actually running.

Inspired by https://github.com/testcontainers/testcontainers-rs/pull/730
where I did exactly the same feature for the rust implementation of
testcontainers :)

----

No tests are failing

```bash
> uv run pytest -v core/tests
...
======================================= 316 passed, 1 skipped in 160.87s (0:02:40) ========================================
```

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/container.py     | 18 ++++++++---
 core/testcontainers/core/docker_client.py | 37 +++++++++++++++++++++++
 core/tests/test_transferable.py           | 13 ++++++++
 3 files changed, 63 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 680e7ca20..f7665c324 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -204,10 +204,9 @@ def start(self) -> Self:
             else {}
         )
 
-        self._container = docker_client.run(
+        self._container = docker_client.create(
             self.image,
             command=self._command,
-            detach=True,
             environment=self.env,
             ports=cast("dict[int, Optional[int]]", self.ports),
             name=self._name,
@@ -216,14 +215,16 @@ def start(self) -> Self:
             **{**network_kwargs, **self._kwargs},
         )
 
+        for t in self._transferable_specs:
+            self._transfer_into_container(*t)
+
+        docker_client.start(self._container)
+
         if self._wait_strategy is not None:
             self._wait_strategy.wait_until_ready(self)
 
         logger.info("Container started: %s", self._container.short_id)
 
-        for t in self._transferable_specs:
-            self._transfer_into_container(*t)
-
         return self
 
     def stop(self, force: bool = True, delete_volume: bool = True) -> None:
@@ -330,6 +331,13 @@ def exec(self, command: Union[str, list[str]]) -> ExecResult:
             raise ContainerStartException("Container should be started before executing a command")
         return self._container.exec_run(command)
 
+    def wait(self) -> int:
+        """Wait for the container to stop and return its exit code."""
+        if not self._container:
+            raise ContainerStartException("Container should be started before waiting")
+        result = self._container.wait()
+        return int(result["StatusCode"])
+
     def get_container_info(self) -> Optional[ContainerInspectInfo]:
         """Get container information via docker inspect (lazy loaded).
 
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index ad08b1823..799b3b342 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -118,6 +118,43 @@ def run(
         )
         return container
 
+    @_wrapped_container_collection
+    def create(
+        self,
+        image: str,
+        command: Optional[Union[str, list[str]]] = None,
+        environment: Optional[dict[str, str]] = None,
+        ports: Optional[dict[int, Optional[int]]] = None,
+        labels: Optional[dict[str, str]] = None,
+        **kwargs: Any,
+    ) -> Container:
+        """Create a container without starting it, pulling the image first if not present locally."""
+        if "network" not in kwargs and not get_docker_host():
+            host_network = self.find_host_network()
+            if host_network:
+                kwargs["network"] = host_network
+
+        try:
+            # This is more or less a replication of what the self.client.containers.start does internally
+            self.client.images.get(image)
+        except docker.errors.ImageNotFound:
+            self.client.images.pull(image)
+
+        container = self.client.containers.create(
+            image,
+            command=command,
+            environment=environment,
+            ports=ports,
+            labels=create_labels(image, labels),
+            **kwargs,
+        )
+        return container
+
+    @_wrapped_container_collection
+    def start(self, container: Container) -> None:
+        """Start a previously created container."""
+        container.start()
+
     @_wrapped_image_collection
     def build(
         self, path: str, tag: Optional[str], rm: bool = True, **kwargs: Any
diff --git a/core/tests/test_transferable.py b/core/tests/test_transferable.py
index 992f163af..592ad87df 100644
--- a/core/tests/test_transferable.py
+++ b/core/tests/test_transferable.py
@@ -104,6 +104,19 @@ def test_copy_into_container_at_startup(transferable: Transferable):
     assert result.output == b"hello world"
 
 
+def test_copy_into_startup_file(transferable: Transferable):
+    destination_in_container = "/tmp/my_file"
+
+    container = DockerContainer("bash", command=f"cat {destination_in_container}")
+    container.with_copy_into_container(transferable, destination_in_container)
+
+    with container:
+        exit_code = container.wait()
+        stdout, _ = container.get_logs()
+        assert exit_code == 0
+        assert stdout.decode() == "hello world"
+
+
 def test_copy_into_container_via_initializer(transferable: Transferable):
     destination_in_container = "/tmp/my_file"
     transferables: list[TransferSpec] = [(transferable, destination_in_container, 0o644)]

From 73aeb43c18d56993d7c2626fb598a01842a91c35 Mon Sep 17 00:00:00 2001
From: Jeff Goddard <jeffgoddard@hotmail.com>
Date: Wed, 29 Apr 2026 23:55:36 +0100
Subject: [PATCH 112/208] feat(mongodb): Add Atlas Local for MongoDb (#873)

Linked issue:
https://github.com/testcontainers/testcontainers-python/issues/865

This adds a Mongo DB Atlas local container.

This works similarly to the Java container:
https://java.testcontainers.org/modules/databases/mongodb/#mongodbatlaslocalcontainer

Like the java one, I added this into the same module as the normal Mongo
container, but we can make it into its own module if this would be
better.

Changes form standard mongo container:

1. Use different environment variables for configuration
2. Wait for the container healthcheck rather than the logs, as it takes
a little longer for the search service to start.

---------

Co-authored-by: Jeff Goddard <jeff.goddard+copilot@rbi.co.uk>
Co-authored-by: Roy Moore <roy@moore.co.il>
Co-authored-by: David Ankin <daveankin@gmail.com>
---
 modules/mongodb/README.rst                    |  1 +
 .../testcontainers/mongodb/__init__.py        | 92 +++++++++++++++++++
 modules/mongodb/tests/test_mongodb.py         | 50 +++++++++-
 3 files changed, 142 insertions(+), 1 deletion(-)

diff --git a/modules/mongodb/README.rst b/modules/mongodb/README.rst
index 37e836406..4c2af683e 100644
--- a/modules/mongodb/README.rst
+++ b/modules/mongodb/README.rst
@@ -1,2 +1,3 @@
 .. autoclass:: testcontainers.mongodb.MongoDbContainer
+.. autoclass:: testcontainers.mongodb.MongoDBAtlasLocalContainer
 .. title:: testcontainers.mongodb.MongoDbContainer
diff --git a/modules/mongodb/testcontainers/mongodb/__init__.py b/modules/mongodb/testcontainers/mongodb/__init__.py
index 7ab4e11d4..43818d816 100644
--- a/modules/mongodb/testcontainers/mongodb/__init__.py
+++ b/modules/mongodb/testcontainers/mongodb/__init__.py
@@ -18,6 +18,7 @@
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
+from testcontainers.core.wait_strategies import HealthcheckWaitStrategy
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
@@ -87,3 +88,94 @@ def predicate(text: str) -> bool:
 
     def get_connection_client(self) -> MongoClient:
         return MongoClient(self.get_connection_url())
+
+
+class MongoDBAtlasLocalContainer(DbContainer):
+    """
+    MongoDB Atlas Local document-based database container.
+
+    This is the local version of the Mongo Atlas service.
+    It includes Mongo DB and Mongo Atlas Search services
+    Example:
+
+        .. doctest::
+
+            >>> from testcontainers.mongodb import MongoDBAtlasLocalContainer
+            >>> import time
+            >>> with MongoDBAtlasLocalContainer("mongodb/mongodb-atlas-local:8.0.13") as mongo:
+            ...    db = mongo.get_connection_client().test
+            ...    # Insert a database entry
+            ...    result = db.restaurants.insert_one(
+            ...        {
+            ...            "name": "Vella",
+            ...            "cuisine": "Italian",
+            ...            "restaurant_id": "123456"
+            ...        }
+            ...    )
+            ...    # add an index
+            ...    _ = db.restaurants.create_search_index(
+            ...        {
+            ...            "definition": {
+            ...                "mappings": {
+            ...                    "dynamic": True
+            ...                }
+            ...            },
+            ...            "name": "default"
+            ...        }
+            ...    )
+            ...     # wait for the index to be created
+            ...    time.sleep(1)
+            ...
+            ...    # Find the restaurant document
+            ...    result = db.restaurants.aggregate([{
+            ...        "$search": {
+            ...            "index": "default",
+            ...            "text": {
+            ...                "query": "Vella",
+            ...                "path": "name"
+            ...            }
+            ...        }
+            ...    }]).next()
+            ...    result["restaurant_id"]
+            '123456'
+    """
+
+    def __init__(
+        self,
+        image: str = "mongodb/mongodb-atlas-local:latest",
+        port: int = 27017,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        dbname: Optional[str] = None,
+        **kwargs,
+    ) -> None:
+        raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
+        super().__init__(image=image, **kwargs)
+        self.username = username if username else os.environ.get("MONGODB_INITDB_ROOT_USERNAME", "test")
+        self.password = password if password else os.environ.get("MONGODB_INITDB_ROOT_PASSWORD", "test")
+        self.dbname = dbname if dbname else os.environ.get("MONGODB_INITDB_DATABASE", "test")
+        self.port = port
+        self.with_exposed_ports(self.port)
+
+    def _configure(self) -> None:
+        self.with_env("MONGODB_INITDB_ROOT_USERNAME", self.username)
+        self.with_env("MONGODB_INITDB_ROOT_PASSWORD", self.password)
+        self.with_env("MONGODB_INITDB_DATABASE", self.dbname)
+
+    def get_connection_url(self) -> str:
+        return (
+            self._create_connection_url(
+                dialect="mongodb",
+                username=self.username,
+                password=self.password,
+                port=self.port,
+            )
+            + "?directConnection=true"
+        )
+
+    def _connect(self) -> None:
+        strategy = HealthcheckWaitStrategy()
+        strategy.wait_until_ready(self)
+
+    def get_connection_client(self) -> MongoClient:
+        return MongoClient(self.get_connection_url())
diff --git a/modules/mongodb/tests/test_mongodb.py b/modules/mongodb/tests/test_mongodb.py
index 9bf3600f2..352c4a709 100644
--- a/modules/mongodb/tests/test_mongodb.py
+++ b/modules/mongodb/tests/test_mongodb.py
@@ -1,8 +1,9 @@
+import time
 import pytest
 from pymongo import MongoClient
 from pymongo.errors import OperationFailure
 
-from testcontainers.mongodb import MongoDbContainer
+from testcontainers.mongodb import MongoDbContainer, MongoDBAtlasLocalContainer
 
 
 @pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
@@ -28,6 +29,53 @@ def test_docker_run_mongodb(version: str):
         assert cursor.next()["restaurant_id"] == doc["restaurant_id"]
 
 
+@pytest.mark.parametrize("version", ["8.0.13", "7.0.23"])
+def test_docker_run_mongodb_atlas_local(version: str):
+    with MongoDBAtlasLocalContainer(f"mongodb/mongodb-atlas-local:{version}") as mongo_atlas:
+        db = mongo_atlas.get_connection_client().test
+        index_doc = {
+            "definition": {
+                "mappings": {
+                    "dynamic": False,
+                    "fields": {
+                        "borough": {"analyzer": "lucene.keyword", "type": "string"},
+                    },
+                },
+            },
+            "name": "test",
+        }
+
+        db.create_collection("restaurants")
+
+        db.restaurants.create_search_index(index_doc)
+
+        doc = {
+            "address": {
+                "street": "2 Avenue",
+                "zipcode": "10075",
+                "building": "1480",
+                "coord": [-73.9557413, 40.7720266],
+            },
+            "borough": "Manhattan",
+            "cuisine": "Italian",
+            "name": "Vella",
+            "restaurant_id": "41704620",
+        }
+        result = db.restaurants.insert_one(doc)
+        assert result.inserted_id
+
+        # Wait for index to catch up
+        indexes = db.restaurants.list_search_indexes()
+        while indexes.next()["status"] != "READY":
+            time.sleep(0.1)
+            indexes = db.restaurants.list_search_indexes()
+
+        cursor = db.restaurants.aggregate(
+            [{"$search": {"index": "test", "text": {"query": "Manhattan", "path": "borough"}}}]
+        )
+        assert cursor.next()["restaurant_id"] == doc["restaurant_id"]
+
+
 # This is a feature in the generic DbContainer class
 # but it can't be tested on its own
 # so is tested in various database modules:

From be9a0a612d934c77bdde20defd4d9f7d5228fb0c Mon Sep 17 00:00:00 2001
From: Zach Paden <PadenZach@users.noreply.github.com>
Date: Wed, 29 Apr 2026 18:56:25 -0500
Subject: [PATCH 113/208] feat(core): support
 TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX (#961)

fixes #808

partially resolve #562, there may be some additional features requested
there that this commit does not resolve.

Additionally added test cases to check that it's picked up from env into
config, and that the config changes the resolved image in
DockerContainer

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/core/config.py    |  3 ++-
 core/testcontainers/core/container.py |  5 ++---
 core/tests/test_config.py             |  9 ++++++++-
 core/tests/test_container.py          | 23 +++++++++++++++++++++++
 4 files changed, 35 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index c9cd8c21e..2643cf7f2 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -110,11 +110,12 @@ def _render_bool(self, env_name: str, prop_name: str) -> bool:
     _docker_auth_config: Optional[str] = field(default_factory=lambda: environ.get("DOCKER_AUTH_CONFIG"))
     tc_host_override: Optional[str] = environ.get("TC_HOST", environ.get("TESTCONTAINERS_HOST_OVERRIDE"))
     connection_mode_override: Optional[ConnectionMode] = field(default_factory=get_user_overwritten_connection_mode)
-
     """
     https://github.com/testcontainers/testcontainers-go/blob/dd76d1e39c654433a3d80429690d07abcec04424/docker.go#L644
     if os env TC_HOST is set, use it
     """
+    hub_image_name_prefix: str = environ.get("TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX", "")
+    """ Prefix to use for hub image names, e.g. for private registries. """
 
     @property
     def docker_auth_config(self) -> Optional[str]:
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index f7665c324..d2c6007e6 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -3,7 +3,7 @@
 import pathlib
 import sys
 import tarfile
-from os import PathLike
+from os import PathLike, getenv
 from socket import socket
 from types import TracebackType
 from typing import TYPE_CHECKING, Any, Optional, TypedDict, Union, cast
@@ -89,8 +89,7 @@ def __init__(
                 self.with_volume_mapping(*vol)
 
         self.tmpfs: dict[str, str] = {}
-
-        self.image = image
+        self.image = c.hub_image_name_prefix + image
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._container: Optional[Container] = None
         self._command: Optional[Union[str, list[str]]] = command
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 435860313..90261f892 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -27,7 +27,14 @@ def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
         config = TCC()
         assert config.tc_properties == {"tc.host": "some_value"}
 
-
+def test_hub_image_name_prefix(monkeypatch: MonkeyPatch) -> None:
+    """
+    Ensure that the hub_image_name_prefix configuration variable can be read from the environment
+    """
+    monkeypatch.setenv("TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX", "myregistry.local/")
+    config = TCC()
+    assert config.hub_image_name_prefix == "myregistry.local/"
+    
 def test_set_tc_properties(monkeypatch: MonkeyPatch) -> None:
     """
     Ensure the configuration file variables can be read if no environment variable is set
diff --git a/core/tests/test_container.py b/core/tests/test_container.py
index 84949fef1..aa2f66c9b 100644
--- a/core/tests/test_container.py
+++ b/core/tests/test_container.py
@@ -5,6 +5,7 @@
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient
 from testcontainers.core.config import ConnectionMode
+from testcontainers.core.config import testcontainers_config
 
 FAKE_ID = "ABC123"
 
@@ -103,6 +104,28 @@ def test_attribute(init_attr, init_value, class_attr, stored_value):
         assert getattr(container, class_attr) == stored_value
 
 
+def test_image_prefix_applied(monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test that the hub_image_name_prefix is properly applied to the image name."""
+
+    # Set a prefix
+    test_prefix = "myregistry.example.com/"
+    monkeypatch.setattr(testcontainers_config, "hub_image_name_prefix", test_prefix)
+
+    # Create a container and verify the prefix is applied
+    container = DockerContainer("nginx:latest")
+    assert container.image == "myregistry.example.com/nginx:latest"
+
+
+def test_image_no_prefix_applied_when_empty(monkeypatch: pytest.MonkeyPatch) -> None:
+    """Test that when hub_image_name_prefix is empty, no prefix is applied."""
+    # Set an empty prefix
+    monkeypatch.setattr(testcontainers_config, "hub_image_name_prefix", "")
+
+    # Create a container and verify no prefix is applied
+    container = DockerContainer("nginx:latest")
+    assert container.image == "nginx:latest"
+
+
 def test_container_info():
     """Test get_container_info functionality with a real container."""
     with DockerContainer("alpine:latest").with_command("sleep 30") as container:

From 8eff90851eecaf5720021d63e852a927c47f978c Mon Sep 17 00:00:00 2001
From: David Ankin <daveankin@gmail.com>
Date: Wed, 29 Apr 2026 19:57:17 -0400
Subject: [PATCH 114/208] fix: fix pr #961 (#1011)

fix #961
---
 core/testcontainers/core/config.py              | 2 +-
 core/testcontainers/core/container.py           | 2 +-
 core/tests/test_compose.py                      | 2 +-
 core/tests/test_config.py                       | 4 +++-
 modules/azurite/testcontainers/azurite/py.typed | 1 -
 5 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/config.py b/core/testcontainers/core/config.py
index 2643cf7f2..bc9be49fa 100644
--- a/core/testcontainers/core/config.py
+++ b/core/testcontainers/core/config.py
@@ -114,7 +114,7 @@ def _render_bool(self, env_name: str, prop_name: str) -> bool:
     https://github.com/testcontainers/testcontainers-go/blob/dd76d1e39c654433a3d80429690d07abcec04424/docker.go#L644
     if os env TC_HOST is set, use it
     """
-    hub_image_name_prefix: str = environ.get("TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX", "")
+    hub_image_name_prefix: str = field(default_factory=lambda: environ.get("TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX", ""))
     """ Prefix to use for hub image names, e.g. for private registries. """
 
     @property
diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index d2c6007e6..3fcdc9807 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -3,7 +3,7 @@
 import pathlib
 import sys
 import tarfile
-from os import PathLike, getenv
+from os import PathLike
 from socket import socket
 from types import TracebackType
 from typing import TYPE_CHECKING, Any, Optional, TypedDict, Union, cast
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index ac0de6e61..7ea26082a 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -408,7 +408,7 @@ def test_compose_normalize_rewrites_local_url_for_ssh_docker_host(
     result = model.normalize()
     assert result.URL == expected_url
     assert result.PublishedPort == 9999
-    
+
 
 def test_container_info():
     """Test get_container_info functionality"""
diff --git a/core/tests/test_config.py b/core/tests/test_config.py
index 90261f892..ed5d6aa25 100644
--- a/core/tests/test_config.py
+++ b/core/tests/test_config.py
@@ -27,6 +27,7 @@ def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
         config = TCC()
         assert config.tc_properties == {"tc.host": "some_value"}
 
+
 def test_hub_image_name_prefix(monkeypatch: MonkeyPatch) -> None:
     """
     Ensure that the hub_image_name_prefix configuration variable can be read from the environment
@@ -34,7 +35,8 @@ def test_hub_image_name_prefix(monkeypatch: MonkeyPatch) -> None:
     monkeypatch.setenv("TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX", "myregistry.local/")
     config = TCC()
     assert config.hub_image_name_prefix == "myregistry.local/"
-    
+
+
 def test_set_tc_properties(monkeypatch: MonkeyPatch) -> None:
     """
     Ensure the configuration file variables can be read if no environment variable is set
diff --git a/modules/azurite/testcontainers/azurite/py.typed b/modules/azurite/testcontainers/azurite/py.typed
index 8b1378917..e69de29bb 100644
--- a/modules/azurite/testcontainers/azurite/py.typed
+++ b/modules/azurite/testcontainers/azurite/py.typed
@@ -1 +0,0 @@
-

From 79d920e173de501809501a309d7c8625e1096f92 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 29 Apr 2026 20:47:09 -0400
Subject: [PATCH 115/208] chore(main): release testcontainers 4.15.0-rc2
 (#1004)

:robot: I have created a release *beep* *boop*
---


##
[4.15.0-rc2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc.1...testcontainers-v4.15.0-rc2)
(2026-04-30)


### Features

* **core:** support TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX
([#961](https://github.com/testcontainers/testcontainers-python/issues/961))
([be9a0a6](https://github.com/testcontainers/testcontainers-python/commit/be9a0a612d934c77bdde20defd4d9f7d5228fb0c))
* **mongodb:** Add Atlas Local for MongoDb
([#873](https://github.com/testcontainers/testcontainers-python/issues/873))
([73aeb43](https://github.com/testcontainers/testcontainers-python/commit/73aeb43c18d56993d7c2626fb598a01842a91c35))
* support with_copy_to
([#976](https://github.com/testcontainers/testcontainers-python/issues/976))
([59ec1ce](https://github.com/testcontainers/testcontainers-python/commit/59ec1ce6dc7d54fa7f4b3c69f5bf674dfd19bfc0))
* **valkey:** add Valkey module
([#947](https://github.com/testcontainers/testcontainers-python/issues/947))
([fc09dc1](https://github.com/testcontainers/testcontainers-python/commit/fc09dc17bccd45d57d92f12c0de26b99ab1ccecf))


### Bug Fixes

* **azurite:** use `HttpWaitStrategy` instead of deprecated
`wait_container_is_ready`
([#1003](https://github.com/testcontainers/testcontainers-python/issues/1003))
([9fe6b07](https://github.com/testcontainers/testcontainers-python/commit/9fe6b074852e5d6f1df2942bda52ee0557e5cb32)),
closes
[#874](https://github.com/testcontainers/testcontainers-python/issues/874)
* fix pr
[#961](https://github.com/testcontainers/testcontainers-python/issues/961)
([#1011](https://github.com/testcontainers/testcontainers-python/issues/1011))
([8eff908](https://github.com/testcontainers/testcontainers-python/commit/8eff90851eecaf5720021d63e852a927c47f978c))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 16 ++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 18 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index b5f8eec9a..1c273a818 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.15.0-rc.1"
+    ".": "4.15.0-rc2"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 27b0aed86..d873df1d6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,21 @@
 # Changelog
 
+## [4.15.0-rc2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc.1...testcontainers-v4.15.0-rc2) (2026-04-30)
+
+
+### Features
+
+* **core:** support TESTCONTAINERS_HUB_IMAGE_NAME_PREFIX ([#961](https://github.com/testcontainers/testcontainers-python/issues/961)) ([be9a0a6](https://github.com/testcontainers/testcontainers-python/commit/be9a0a612d934c77bdde20defd4d9f7d5228fb0c))
+* **mongodb:** Add Atlas Local for MongoDb ([#873](https://github.com/testcontainers/testcontainers-python/issues/873)) ([73aeb43](https://github.com/testcontainers/testcontainers-python/commit/73aeb43c18d56993d7c2626fb598a01842a91c35))
+* support with_copy_to ([#976](https://github.com/testcontainers/testcontainers-python/issues/976)) ([59ec1ce](https://github.com/testcontainers/testcontainers-python/commit/59ec1ce6dc7d54fa7f4b3c69f5bf674dfd19bfc0))
+* **valkey:** add Valkey module ([#947](https://github.com/testcontainers/testcontainers-python/issues/947)) ([fc09dc1](https://github.com/testcontainers/testcontainers-python/commit/fc09dc17bccd45d57d92f12c0de26b99ab1ccecf))
+
+
+### Bug Fixes
+
+* **azurite:** use `HttpWaitStrategy` instead of deprecated `wait_container_is_ready` ([#1003](https://github.com/testcontainers/testcontainers-python/issues/1003)) ([9fe6b07](https://github.com/testcontainers/testcontainers-python/commit/9fe6b074852e5d6f1df2942bda52ee0557e5cb32)), closes [#874](https://github.com/testcontainers/testcontainers-python/issues/874)
+* fix pr [#961](https://github.com/testcontainers/testcontainers-python/issues/961) ([#1011](https://github.com/testcontainers/testcontainers-python/issues/1011)) ([8eff908](https://github.com/testcontainers/testcontainers-python/commit/8eff90851eecaf5720021d63e852a927c47f978c))
+
 ## [4.15.0-rc.1](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.2...testcontainers-v4.15.0-rc.1) (2026-04-07)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 1d34750ce..8f90bfda8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.15.0-rc.1"  # auto-incremented by release-please
+version = "4.15.0-rc2"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From 6deaf3b27e5f8d54ff9ae404dbd092e8014df079 Mon Sep 17 00:00:00 2001
From: Ruben <ruben.m.menke@gmail.com>
Date: Fri, 8 May 2026 14:49:32 +0300
Subject: [PATCH 116/208] fix(neo4j): Swap out use of depricated wait utils for
 wait_strategies (#1012)

Use `wait_strategies` to wait for container ready logs
---
 modules/neo4j/testcontainers/neo4j/__init__.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/neo4j/testcontainers/neo4j/__init__.py b/modules/neo4j/testcontainers/neo4j/__init__.py
index 7939c013f..4ac3387ac 100644
--- a/modules/neo4j/testcontainers/neo4j/__init__.py
+++ b/modules/neo4j/testcontainers/neo4j/__init__.py
@@ -18,8 +18,7 @@
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
-
+from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
 class Neo4jContainer(DbContainer):
     """
@@ -60,9 +59,10 @@ def _configure(self) -> None:
     def get_connection_url(self) -> str:
         return f"bolt://{self.get_container_host_ip()}:{self.get_exposed_port(self.port)}"
 
-    @wait_container_is_ready()
     def _connect(self) -> None:
-        wait_for_logs(self, "Remote interface available at", c.timeout)
+        wait_strategy = LogMessageWaitStrategy("Remote interface available at")
+        wait_strategy.with_startup_timeout(c.timeout)
+        wait_strategy.wait_until_ready(self)
 
         # Then we actually check that the container really is listening
         with self.get_driver() as driver:

From d3a1517f2c5c2e2a48a4c051b2203b80d9141759 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 22 May 2026 07:59:13 -0600
Subject: [PATCH 117/208] fix(core): close Reaper socket at interpreter exit to
 prevent ResourceWarning (#1017)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The Ryuk keep-alive socket stored in `Reaper._socket` was never
explicitly
closed, so CPython's GC finalized it during interpreter shutdown and
emitted
a ResourceWarning ("unclosed <socket.socket ...>") that is impossible to
suppress via warnings filters because it fires after pytest exits.

```
================================================ slowest 10 durations =================================================
12.25s setup    tests/test_integration.py::TestIntegration::test_ensure_tables_creates_schema_if_not_exists
0.26s call     tests/test_integration.py::TestIntegration::test_ensure_tables_creates_schema_if_not_exists
0.25s teardown tests/test_integration.py::TestIntegration::test_ensure_tables_creates_schema_if_not_exists
0.21s call     tests/test_state.py::test_acquire_lock_max_retries_exceeded

(6 durations < 0.005s hidden.  Use -vv to show these durations.)
=========================================== 23 passed, 1 warning in 13.04s ============================================
Exception ignored in: <socket.socket fd=22, family=AddressFamily.AF_INET, type=SocketKind.SOCK_STREAM, proto=0, laddr=('127.0.0.1', 55812)>
ResourceWarning: unclosed <socket.socket fd=22, family=AddressFamily.AF_INET, type=SocketKind.SOCK_STREAM, proto=0, laddr=('127.0.0.1', 55812)>
```

Registering `Reaper.delete_instance` with `atexit` ensures the socket is
closed
cleanly before the GC sweep, eliminating the warning without changing
the
socket's lifetime during the test session.

Signed-off-by: Edgar Ramírez Mondragón <edgarrm358@gmail.com>
---
 core/testcontainers/core/container.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 3fcdc9807..7c1a64d7d 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -1,3 +1,4 @@
+import atexit
 import contextlib
 import io
 import pathlib
@@ -476,5 +477,6 @@ def _create_instance(cls) -> "Reaper":
         rs.send(f"label={LABEL_SESSION_ID}={SESSION_ID}\r\n".encode())
 
         Reaper._instance = Reaper()
+        atexit.register(Reaper.delete_instance)
 
         return Reaper._instance

From 4c53b89a1faad9a592d2bb49123ef3e6bf33fdb9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 22 May 2026 08:01:29 -0600
Subject: [PATCH 118/208] fix(mssql): use `ExecWaitStrategy` instead of
 deprecated `wait_container_is_ready` (#1016)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

## Related

- #874

Signed-off-by: Edgar Ramírez Mondragón <edgarrm358@gmail.com>
---
 modules/mssql/testcontainers/mssql/__init__.py | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/modules/mssql/testcontainers/mssql/__init__.py b/modules/mssql/testcontainers/mssql/__init__.py
index e13f9cf0f..57f94ae55 100644
--- a/modules/mssql/testcontainers/mssql/__init__.py
+++ b/modules/mssql/testcontainers/mssql/__init__.py
@@ -3,7 +3,7 @@
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import ExecWaitStrategy
 
 
 class SqlServerContainer(DbContainer):
@@ -50,12 +50,15 @@ def _configure(self) -> None:
         self.with_env("SQLSERVER_DBNAME", self.dbname)
         self.with_env("ACCEPT_EULA", "Y")
 
-    @wait_container_is_ready(AssertionError)
     def _connect(self) -> None:
-        status, _ = self.exec(
-            ["bash", "-c", '/opt/mssql-tools*/bin/sqlcmd -U "$SQLSERVER_USER" -P "$SA_PASSWORD" -Q \'SELECT 1\' -C']
+        strategy = ExecWaitStrategy(
+            [
+                "bash",
+                "-c",
+                '/opt/mssql-tools*/bin/sqlcmd -U "$SQLSERVER_USER" -P "$SA_PASSWORD" -Q \'SELECT 1\' -C',
+            ]
         )
-        assert status == 0, "Cannot run 'SELECT 1': container is not ready"
+        strategy.wait_until_ready(self)
 
     def get_connection_url(self) -> str:
         return super()._create_connection_url(

From 1fadb40c456c3ccd4f13b1b82cd19c3ab22c2687 Mon Sep 17 00:00:00 2001
From: Pierre Gronlier <pierre@gronlier.fr>
Date: Fri, 29 May 2026 19:31:51 +0200
Subject: [PATCH 119/208] fix(core): add container logs to TimeoutError when
 wait strategy times out (#1007)

Include container logs in TimeoutError when wait strategy times out

Improves debugging when a container fails to start properly by attaching
the stdout/stderr logs directly to the raised TimeoutError.

---------

Co-authored-by: Dave Ankin <alexanderankin@gmail.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 core/testcontainers/core/container.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/core/testcontainers/core/container.py b/core/testcontainers/core/container.py
index 7c1a64d7d..e16ff2447 100644
--- a/core/testcontainers/core/container.py
+++ b/core/testcontainers/core/container.py
@@ -221,7 +221,12 @@ def start(self) -> Self:
         docker_client.start(self._container)
 
         if self._wait_strategy is not None:
-            self._wait_strategy.wait_until_ready(self)
+            try:
+                self._wait_strategy.wait_until_ready(self)
+            except TimeoutError as ex:
+                if hasattr(ex, "add_note"):
+                    ex.add_note(self._container.logs().decode())
+                raise ex
 
         logger.info("Container started: %s", self._container.short_id)
 

From 3e487f4bab679204820826cfcbc282cb8fc60008 Mon Sep 17 00:00:00 2001
From: Aleksander Fidelus <63016446+FidelusAleksander@users.noreply.github.com>
Date: Wed, 3 Jun 2026 01:35:10 +0200
Subject: [PATCH 120/208] fix(cosmosdb): replace distutils.strtobool removed in
 Python 3.12 (#1018)

## Problem

The `cosmosdb` module imports `distutils.util.strtobool` in
`_emulator.py`. The `distutils` module was deprecated in Python 3.10
([PEP 632](https://peps.python.org/pep-0632/)) and **removed in Python
3.12**. This causes an `ImportError` when using the CosmosDB module on
Python 3.12+:

```
ModuleNotFoundError: No module named 'distutils'
```

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 modules/cosmosdb/testcontainers/cosmosdb/_emulator.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/cosmosdb/testcontainers/cosmosdb/_emulator.py b/modules/cosmosdb/testcontainers/cosmosdb/_emulator.py
index 161a01c29..6db14174b 100644
--- a/modules/cosmosdb/testcontainers/cosmosdb/_emulator.py
+++ b/modules/cosmosdb/testcontainers/cosmosdb/_emulator.py
@@ -2,7 +2,6 @@
 import socket
 import ssl
 from collections.abc import Iterable
-from distutils.util import strtobool
 from urllib.error import HTTPError, URLError
 from urllib.request import urlopen
 
@@ -16,6 +15,7 @@
 __all__ = ["CosmosDBEmulatorContainer"]
 
 EMULATOR_PORT = 8081
+_ENV_TRUTHY = {"true", "1", "yes"}
 
 
 class CosmosDBEmulatorContainer(DockerContainer):
@@ -32,12 +32,12 @@ def __init__(
             "AZURE_COSMOS_EMULATOR_IMAGE", "mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:latest"
         ),
         partition_count: int = os.getenv("AZURE_COSMOS_EMULATOR_PARTITION_COUNT", None),
-        enable_data_persistence: bool = strtobool(os.getenv("AZURE_COSMOS_EMULATOR_ENABLE_DATA_PERSISTENCE", "false")),
+        enable_data_persistence: bool = os.getenv("AZURE_COSMOS_EMULATOR_ENABLE_DATA_PERSISTENCE", "false").strip().lower() in _ENV_TRUTHY,
         key: str = os.getenv(
             "AZURE_COSMOS_EMULATOR_KEY",
             "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==",
         ),
-        bind_ports: bool = strtobool(os.getenv("AZURE_COSMOS_EMULATOR_BIND_PORTS", "true")),
+        bind_ports: bool = os.getenv("AZURE_COSMOS_EMULATOR_BIND_PORTS", "true").strip().lower() in _ENV_TRUTHY,
         endpoint_ports: Iterable[int] = [],
         **other_kwargs,
     ):

From d4b8ff66197e7eb57708c9579fa1fb41d6988f5e Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Wed, 3 Jun 2026 02:39:48 +0300
Subject: [PATCH 121/208] feat(core): auto-detect DOCKER_HOST from current
 docker context (#1026)

Fall back to the active docker context's host (via
docker.context.ContextAPI) when neither tc.host nor DOCKER_HOST is set.

Closes #1025
---
 core/testcontainers/core/docker_client.py | 24 +++++++++-
 core/tests/test_docker_client.py          | 53 +++++++++++++++++++++++
 docs/features/configuration.md            | 11 +++--
 3 files changed, 83 insertions(+), 5 deletions(-)

diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 799b3b342..57062d21a 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -22,6 +22,7 @@
 from typing import TYPE_CHECKING, Any, Callable, Optional, TypeVar, Union, cast
 
 import docker
+from docker.context import ContextAPI
 from docker.models.containers import Container, ContainerCollection
 from docker.models.images import Image, ImageCollection
 from typing_extensions import ParamSpec
@@ -320,12 +321,33 @@ def get_container_inspect_info(self, container_id: str) -> "ContainerInspectInfo
 
 
 def get_docker_host() -> Optional[str]:
-    host = c.tc_properties_get_tc_host() or os.getenv("DOCKER_HOST")
+    host = c.tc_properties_get_tc_host() or os.getenv("DOCKER_HOST") or _get_docker_host_from_context()
     if host:
         return _sanitize_docker_host(host)
     return None
 
 
+def _get_docker_host_from_context() -> Optional[str]:
+    """
+    Look up the docker host from the current docker context (e.g. as set by``docker context use``).
+    This allows users with a remote docker host configured via docker contexts to use testcontainers
+    without having to additionally export ``DOCKER_HOST``.
+    """
+    try:
+        context = ContextAPI.get_current_context()
+    except Exception as e:
+        LOGGER.debug(f"failed to read current docker context: {e}")
+        return None
+    if context is None:
+        return None
+    host = context.Host
+    # The default context points at the local unix socket / named pipe; let
+    # docker-py fall back to its own defaults in that case.
+    if not host or context.Name == "default":
+        return None
+    return cast("str", host)
+
+
 def get_docker_host_hostname() -> Optional[str]:
     """Extract the remote hostname from an SSH-based DOCKER_HOST.
 
diff --git a/core/tests/test_docker_client.py b/core/tests/test_docker_client.py
index 23dfe0748..444aedd82 100644
--- a/core/tests/test_docker_client.py
+++ b/core/tests/test_docker_client.py
@@ -338,6 +338,7 @@ def test_get_docker_host_hostname(monkeypatch: pytest.MonkeyPatch, docker_host:
     from testcontainers.core.docker_client import get_docker_host_hostname
 
     monkeypatch.setattr(c, "tc_properties_get_tc_host", lambda: None)
+    monkeypatch.setattr("testcontainers.core.docker_client._get_docker_host_from_context", lambda: None)
     if docker_host:
         monkeypatch.setenv("DOCKER_HOST", docker_host)
     else:
@@ -355,3 +356,55 @@ def test_ssh_docker_host(monkeypatch: pytest.MonkeyPatch) -> None:
         client = DockerClient()
     mock_docker.from_env.assert_called_once_with(use_ssh_client=True)
     assert client.host() == "10.0.0.1"
+
+
+def _mock_docker_context(name: str, host: str) -> MagicMock:
+    context = MagicMock()
+    context.Name = name
+    context.Host = host
+    return context
+
+
+@pytest.mark.parametrize(
+    "context, expected",
+    [
+        pytest.param(_mock_docker_context("remote", "ssh://user@10.0.0.1"), "ssh://user@10.0.0.1", id="returns_host"),
+        pytest.param(
+            _mock_docker_context("default", "unix:///var/run/docker.sock"), None, id="default_context_skipped"
+        ),
+        pytest.param(_mock_docker_context("remote", ""), None, id="empty_host_returns_none"),
+        pytest.param(None, None, id="no_current_context"),
+    ],
+)
+def test_get_docker_host_from_context(monkeypatch: pytest.MonkeyPatch, context, expected) -> None:
+    from testcontainers.core.docker_client import _get_docker_host_from_context
+
+    monkeypatch.setattr(
+        "testcontainers.core.docker_client.ContextAPI.get_current_context",
+        lambda: context,
+    )
+    assert _get_docker_host_from_context() == expected
+
+
+def test_get_docker_host_from_context_swallows_errors(monkeypatch: pytest.MonkeyPatch) -> None:
+    """A malformed docker config should not crash; we fall through to None."""
+    from testcontainers.core.docker_client import _get_docker_host_from_context
+
+    def _raise() -> None:
+        raise RuntimeError("broken docker config")
+
+    monkeypatch.setattr("testcontainers.core.docker_client.ContextAPI.get_current_context", _raise)
+    assert _get_docker_host_from_context() is None
+
+
+def test_get_docker_host_falls_back_to_context(monkeypatch: pytest.MonkeyPatch) -> None:
+    """When tc.host and DOCKER_HOST are unset, the current docker context wins."""
+    from testcontainers.core.docker_client import get_docker_host
+
+    monkeypatch.setattr(c, "tc_properties_get_tc_host", lambda: None)
+    monkeypatch.delenv("DOCKER_HOST", raising=False)
+    monkeypatch.setattr(
+        "testcontainers.core.docker_client.ContextAPI.get_current_context",
+        lambda: _mock_docker_context("remote", "ssh://user@10.0.0.1"),
+    )
+    assert get_docker_host() == "ssh://user@10.0.0.1"
diff --git a/docs/features/configuration.md b/docs/features/configuration.md
index 9b3e95681..fb9b1fcea 100644
--- a/docs/features/configuration.md
+++ b/docs/features/configuration.md
@@ -70,18 +70,21 @@ However, sometimes customization is required. Testcontainers-Python will respect
 3. Read the **DOCKER_HOST** environment variable. E.g. `DOCKER_HOST=unix:///var/run/docker.sock`
    See [Docker environment variables](https://docs.docker.com/engine/reference/commandline/cli/#environment-variables) for more information.
 
-4. Read the default Docker socket path, without the unix schema. E.g. `/var/run/docker.sock`
+4. Read the **current Docker context** (as set by `docker context use`) and use its host. E.g. with a context pointing at `ssh://user@remote-host`, no extra configuration is needed.
+   The built-in `default` context is skipped so local sockets / named pipes go through the standard fallback.
 
-5. Read the **docker.host** property in the `~/.testcontainers.properties` file. E.g. `docker.host=tcp://my.docker.host:1234`
+5. Read the default Docker socket path, without the unix schema. E.g. `/var/run/docker.sock`
 
-6. Read the rootless Docker socket path, checking the following alternative locations:
+6. Read the **docker.host** property in the `~/.testcontainers.properties` file. E.g. `docker.host=tcp://my.docker.host:1234`
+
+7. Read the rootless Docker socket path, checking the following alternative locations:
 
    1. `${XDG_RUNTIME_DIR}/.docker/run/docker.sock`
    2. `${HOME}/.docker/run/docker.sock`
    3. `${HOME}/.docker/desktop/docker.sock`
    4. `/run/user/${UID}/docker.sock`, where `${UID}` is the user ID of the current user
 
-7. The library will raise a `DockerHostError` if none of the above are set, meaning that the Docker host was not detected.
+8. The library will raise a `DockerHostError` if none of the above are set, meaning that the Docker host was not detected.
 
 ## Docker Socket Path Detection
 

From 545e4bfae0853c1c508bd0bdffe08d5d5a3b39a6 Mon Sep 17 00:00:00 2001
From: Kound <kound@posteo.de>
Date: Wed, 3 Jun 2026 12:38:00 +0200
Subject: [PATCH 122/208] chore(deps): Update locking and enable auto-updating
 (#1031)

Updated the lockfile once manually with uv lock --upgrade. Also added a
dependabot configuration that should performe these updates in the
future.

See https://docs.astral.sh/uv/guides/integration/dependabot/
---
 .github/dependabot.yml |    6 +
 uv.lock                | 4416 ++++++++++++++++++++++------------------
 2 files changed, 2433 insertions(+), 1989 deletions(-)
 create mode 100644 .github/dependabot.yml

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 000000000..6483b1dd7
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,6 @@
+version: 2
+updates:
+  - package-ecosystem: "uv"
+    directory: "/"
+    schedule:
+      interval: "weekly"
diff --git a/uv.lock b/uv.lock
index 4d65c6f7d..3d0b13498 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,11 +2,21 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version >= '3.14' and python_full_version < '4'",
-    "python_full_version == '3.13.*'",
-    "python_full_version == '3.12.*'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '4'",
+    "python_full_version >= '3.15' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+    "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.13.*' and sys_platform == 'win32'",
+    "python_full_version == '3.13.*' and sys_platform == 'emscripten'",
+    "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and sys_platform == 'emscripten'",
+    "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version < '3.11'",
 ]
 
@@ -21,16 +31,16 @@ wheels = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.1"
+version = "2.6.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/33/c6/61a2d7b7572279226bb2e7f61d7a19ca7c90da0329c93fa0d560cbf288d8/aiohappyeyeballs-2.6.2.tar.gz", hash = "sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64", size = 22591, upload-time = "2026-05-20T15:12:24.631Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/fc/a7bf5b6e4e617b45f90f2d9d2a68519c249c81dd4fc2658c7a2a61c4f4b7/aiohappyeyeballs-2.6.2-py3-none-any.whl", hash = "sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4", size = 15062, upload-time = "2026-05-20T15:12:23.328Z" },
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -40,112 +50,129 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/45/4a/064321452809dae953c1ed6e017504e72551a26b6f5708a5a80e4bf556ff/aiohttp-3.13.4.tar.gz", hash = "sha256:d97a6d09c66087890c2ab5d49069e1e570583f7ac0314ecf98294c1b6aaebd38", size = 7859748, upload-time = "2026-03-28T17:19:40.6Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/2c/05/6817e0390eb47b0867cf8efdb535298191662192281bc3ca62a0cb7973eb/aiohttp-3.13.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6290fe12fe8cefa6ea3c1c5b969d32c010dfe191d4392ff9b599a3f473cbe722", size = 753094, upload-time = "2026-03-28T17:14:59.928Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/c1/e5b7f25f6dd1ab57da92aa9d226b2c8b56f223dd20475d3ddfddaba86ab8/aiohttp-3.13.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7520d92c0e8fbbe63f36f20a5762db349ff574ad38ad7bc7732558a650439845", size = 505213, upload-time = "2026-03-28T17:15:01.989Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/e5/8f42033c7ce98b54dfd3791f03e60231cfe4a2db4471b5fc188df2b8a6ad/aiohttp-3.13.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d2710ae1e1b81d0f187883b6e9d66cecf8794b50e91aa1e73fc78bfb5503b5d9", size = 498580, upload-time = "2026-03-28T17:15:03.879Z" },
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-    { name = "python-dateutil" },
-    { name = "pytz" },
-    { name = "tzdata" },
+    { name = "python-dateutil", marker = "python_full_version < '3.11'" },
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 [[package]]

From 37093ab8e1a86d1aecbad915f1af20934861ac35 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Wed, 3 Jun 2026 13:56:36 +0300
Subject: [PATCH 123/208] feat(core): add Podman compatibility (#1028)

Brings _Testcontainers for Python_ to feature parity with
[testcontainers-go](https://golang.testcontainers.org/system_requirements/using_podman/)
and
[testcontainers-java](https://java.testcontainers.org/supported_docker_environment/#podman)
for Podman:

- Detect the runtime at the daemon level (cached).
- Transparently adapt the code paths that differ between Docker and
Podman (compose binary selection, port-binding parsing).
- Keep existing Docker behavior unchanged when Docker is the active
runtime.
- Document the supported setup alongside Docker.

Closes #1027.

---------

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 core/testcontainers/compose/compose.py    | 25 +++++++++---
 core/testcontainers/core/docker_client.py | 24 ++++++++++++
 core/tests/test_compose.py                | 37 ++++++++++++++++++
 core/tests/test_core_ports.py             | 37 +++++++++++++++---
 core/tests/test_core_registry.py          | 23 ++++--------
 core/tests/test_docker_client.py          | 33 ++++++++++++++++
 core/tests/test_image.py                  |  7 +++-
 core/tests/test_network.py                |  2 +-
 docs/system_requirements/docker.md        | 46 +++++++++++++++++++++--
 docs/system_requirements/index.md         |  2 +-
 10 files changed, 204 insertions(+), 32 deletions(-)

diff --git a/core/testcontainers/compose/compose.py b/core/testcontainers/compose/compose.py
index ffe6538ad..38a7dfd0a 100644
--- a/core/testcontainers/compose/compose.py
+++ b/core/testcontainers/compose/compose.py
@@ -1,3 +1,4 @@
+import shutil
 import sys
 from dataclasses import asdict, dataclass, field
 from functools import cached_property
@@ -11,7 +12,7 @@
 from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
 
-from testcontainers.core.docker_client import DockerClient, get_docker_host_hostname
+from testcontainers.core.docker_client import DockerClient, get_docker_host_hostname, is_podman
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 from testcontainers.core.inspect import ContainerInspectInfo, _ignore_properties
 from testcontainers.core.waiting_utils import WaitStrategy
@@ -21,6 +22,20 @@
 logger = getLogger(__name__)
 
 
+def _default_compose_binary() -> str:
+    """Return the binary used to drive ``compose`` subcommands.
+
+    Prefers ``docker`` when available; otherwise falls back to ``podman``
+    when the daemon is detected as podman. This means a pure-podman host
+    without the ``podman-docker`` shim works out of the box.
+    """
+    if shutil.which("docker"):
+        return "docker"
+    if is_podman() and shutil.which("podman"):
+        return "podman"
+    return "docker"
+
+
 @dataclass
 class PublishedPortModel:
     """
@@ -38,8 +53,9 @@ def normalize(self) -> "PublishedPortModel":
         # For SSH-based DOCKER_HOST, local addresses (0.0.0.0, 127.0.0.1, localhost, ::, ::1)
         # refer to the remote machine, not the local one.
         # Replace them with the actual remote hostname.
+        # Podman may also return empty string or None for the URL.
         ssh_host = get_docker_host_hostname()
-        if ssh_host and url in ("0.0.0.0", "127.0.0.1", "localhost", "::", "::1"):
+        if ssh_host and (not url or url in ("0.0.0.0", "127.0.0.1", "localhost", "::", "::1")):
             url = ssh_host
         # On Windows, 0.0.0.0 is not usable — replace with 127.0.0.1
         elif system() == "Windows" and url == "0.0.0.0":
@@ -275,9 +291,8 @@ def docker_compose_command(self) -> list[str]:
 
     @cached_property
     def compose_command_property(self) -> list[str]:
-        docker_compose_cmd = (
-            [self.docker_command_path, "compose"] if self.docker_command_path else ["docker", "compose"]
-        )
+        binary = self.docker_command_path or _default_compose_binary()
+        docker_compose_cmd = [binary, "compose"]
         if self.compose_file_name:
             for file in self.compose_file_name:
                 docker_compose_cmd += ["-f", file]
diff --git a/core/testcontainers/core/docker_client.py b/core/testcontainers/core/docker_client.py
index 57062d21a..288b27c79 100644
--- a/core/testcontainers/core/docker_client.py
+++ b/core/testcontainers/core/docker_client.py
@@ -366,6 +366,30 @@ def is_ssh_docker_host() -> bool:
     return get_docker_host_hostname() is not None
 
 
+@ft.lru_cache(maxsize=1)
+def is_podman() -> bool:
+    """Detect whether the configured Docker daemon is actually Podman.
+
+    The result is cached for the lifetime of the process: detection requires a
+    daemon round-trip, and this helper is invoked at test-collection time via
+    ``pytest.mark.skipif`` decorators.
+    """
+    try:
+        # Use docker.from_env() directly rather than DockerClient() so we avoid
+        # the constructor's side effects (DOCKER_HOST mutation, registry login).
+        version = docker.from_env().version()
+    except Exception as e:
+        LOGGER.debug(f"is_podman: failed to query daemon version: {e}")
+        return False
+
+    # Prefer the top-level Platform.Name field (matches testcontainers-go).
+    platform_name = (version.get("Platform") or {}).get("Name", "")
+    if "podman" in platform_name.lower():
+        return True
+    # Fall back to scanning the Components array for older podman versions.
+    return any("podman" in comp.get("Name", "").lower() for comp in version.get("Components") or [])
+
+
 def _sanitize_docker_host(docker_host: str) -> str:
     """
     Sanitize the DOCKER_HOST value for compatibility with the Docker SDK.
diff --git a/core/tests/test_compose.py b/core/tests/test_compose.py
index 7ea26082a..552f63498 100644
--- a/core/tests/test_compose.py
+++ b/core/tests/test_compose.py
@@ -10,10 +10,16 @@
 from pytest_mock import MockerFixture
 
 from testcontainers.compose import DockerCompose, ComposeContainer
+from testcontainers.core.docker_client import is_podman
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 
 FIXTURES = Path(__file__).parent.joinpath("compose_fixtures")
 
+_skip_if_podman_port_range = pytest.mark.skipif(
+    is_podman(),
+    reason="Podman does not support published port ranges (e.g. '5000-5999')",
+)
+
 
 def test_compose_no_file_name():
     basic = DockerCompose(context=FIXTURES / "basic")
@@ -189,6 +195,7 @@ def test_compose_ports():
 
 
 # noinspection HttpUrlsUsage
+@_skip_if_podman_port_range
 def test_compose_multiple_containers_and_ports():
     """test for the logic encapsulated in 'one' function
 
@@ -286,6 +293,7 @@ def test_exec_in_container():
 
 
 # noinspection HttpUrlsUsage
+@_skip_if_podman_port_range
 def test_exec_in_container_multiple():
     """same as above, except we exec into a particular service"""
     multiple = DockerCompose(context=FIXTURES / "port_multiple")
@@ -390,6 +398,8 @@ def test_compose_profile_support(profiles: Optional[list[str]], running: list[st
         pytest.param("ssh://user@10.0.0.5", "0.0.0.0", "10.0.0.5", id="ssh_replaces_wildcard"),
         pytest.param("ssh://user@10.0.0.5", "127.0.0.1", "10.0.0.5", id="ssh_replaces_loopback"),
         pytest.param("ssh://user@10.0.0.5", "::", "10.0.0.5", id="ssh_replaces_ipv6_any"),
+        pytest.param("ssh://user@10.0.0.5", "", "10.0.0.5", id="ssh_replaces_empty"),
+        pytest.param("ssh://user@10.0.0.5", None, "10.0.0.5", id="ssh_replaces_none"),
         pytest.param("tcp://localhost:2375", "0.0.0.0", "0.0.0.0", id="non_ssh_keeps_original"),
     ],
 )
@@ -410,6 +420,33 @@ def test_compose_normalize_rewrites_local_url_for_ssh_docker_host(
     assert result.PublishedPort == 9999
 
 
+@pytest.mark.parametrize(
+    "docker_on_path, podman_on_path, podman_detected, expected",
+    [
+        pytest.param(True, True, True, "docker", id="docker_wins_over_podman"),
+        pytest.param(False, True, True, "podman", id="podman_when_no_docker_and_podman_daemon"),
+        pytest.param(False, False, True, "docker", id="fallback_to_docker_when_no_podman_binary"),
+    ],
+)
+def test_default_compose_binary(
+    monkeypatch: pytest.MonkeyPatch,
+    docker_on_path: bool,
+    podman_on_path: bool,
+    podman_detected: bool,
+    expected: str,
+) -> None:
+    from testcontainers.compose import compose as compose_module
+
+    paths = {
+        "docker": "/usr/bin/docker" if docker_on_path else None,
+        "podman": "/usr/bin/podman" if podman_on_path else None,
+    }
+    monkeypatch.setattr("testcontainers.compose.compose.shutil.which", lambda name: paths.get(name))
+    monkeypatch.setattr(compose_module, "is_podman", lambda: podman_detected)
+
+    assert compose_module._default_compose_binary() == expected
+
+
 def test_container_info():
     """Test get_container_info functionality"""
     basic = DockerCompose(context=FIXTURES / "basic")
diff --git a/core/tests/test_core_ports.py b/core/tests/test_core_ports.py
index 29fbce1f7..e22ad6108 100644
--- a/core/tests/test_core_ports.py
+++ b/core/tests/test_core_ports.py
@@ -4,15 +4,31 @@
 
 from docker.errors import APIError
 
+from testcontainers.core.docker_client import is_podman
+
 
 @pytest.mark.parametrize(
     "container_port, host_port",
     [
         ("8080", "8080"),
-        ("8125/udp", "8125/udp"),
-        ("8092/udp", "8092/udp"),
-        ("9000/tcp", "9000/tcp"),
-        ("8080", "8080/udp"),
+        pytest.param(
+            "8125/udp",
+            "8125/udp",
+            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
+        ),
+        pytest.param(
+            "8092/udp",
+            "8092/udp",
+            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
+        ),
+        pytest.param(
+            "9000/tcp",
+            "9000/tcp",
+            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
+        ),
+        pytest.param(
+            "8080", "8080/udp", marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port")
+        ),
         (8080, 8080),
         (9000, None),
         ("9009", None),
@@ -42,7 +58,18 @@ def test_docker_container_with_bind_ports(container_port: Union[str, int], host_
     expected = {container_port: [{"HostIp": "", "HostPort": host_port}]}
 
     # compare PortBindings to expected output
-    assert client.containers.get(container_id).attrs["HostConfig"]["PortBindings"] == expected
+    actual = client.containers.get(container_id).attrs["HostConfig"]["PortBindings"]
+    if is_podman():
+        # Normalize Podman differences:
+        # - HostIp '0.0.0.0' vs '' (both mean all interfaces)
+        # - Empty host_port: Podman stores the assigned port, Docker stores ''
+        for bindings in actual.values():
+            for binding in bindings:
+                if binding.get("HostIp") == "0.0.0.0":
+                    binding["HostIp"] = ""
+                if not host_port and binding.get("HostPort", "").isdigit():
+                    binding["HostPort"] = ""
+    assert actual == expected
     container.stop()
 
 
diff --git a/core/tests/test_core_registry.py b/core/tests/test_core_registry.py
index fd65fcb0b..38711bb1d 100644
--- a/core/tests/test_core_registry.py
+++ b/core/tests/test_core_registry.py
@@ -22,16 +22,16 @@
 
 from testcontainers.registry import DockerRegistryContainer
 from testcontainers.core.utils import is_mac
+from testcontainers.core.docker_client import is_podman
 
 
-@pytest.mark.skipif(
-    is_mac(),
-    reason="Docker Desktop on macOS does not support insecure private registries without daemon reconfiguration",
-)
-@pytest.mark.skipif(
-    is_ssh_docker_host(),
-    reason="Remote Docker via SSH requires HTTPS for non-localhost registries; insecure HTTP registries are not accessible",
+_skip_insecure_registry = pytest.mark.skipif(
+    is_mac() or is_podman() or is_ssh_docker_host(),
+    reason="Insecure HTTP registries are not supported without daemon reconfiguration on macOS, Podman, or SSH-based Docker hosts",
 )
+
+
+@_skip_insecure_registry
 def test_missing_on_private_registry(monkeypatch):
     username = "user"
     password = "pass"
@@ -53,14 +53,7 @@ def test_missing_on_private_registry(monkeypatch):
                 wait_for_logs(test_container, "Hello from Docker!")
 
 
-@pytest.mark.skipif(
-    is_mac(),
-    reason="Docker Desktop on macOS does not support local insecure registries over HTTP without modifying daemon settings",
-)
-@pytest.mark.skipif(
-    is_ssh_docker_host(),
-    reason="Remote Docker via SSH requires HTTPS for non-localhost registries; insecure HTTP registries are not accessible",
-)
+@_skip_insecure_registry
 @pytest.mark.parametrize(
     "image,tag,username,password,expected_output",
     [
diff --git a/core/tests/test_docker_client.py b/core/tests/test_docker_client.py
index 444aedd82..6cea5b50b 100644
--- a/core/tests/test_docker_client.py
+++ b/core/tests/test_docker_client.py
@@ -358,6 +358,39 @@ def test_ssh_docker_host(monkeypatch: pytest.MonkeyPatch) -> None:
     assert client.host() == "10.0.0.1"
 
 
+_PODMAN_DAEMON_ERROR = RuntimeError("daemon unreachable")
+
+
+@pytest.mark.parametrize(
+    "version, expected",
+    [
+        pytest.param({"Platform": {"Name": "Docker Engine - Community"}}, False, id="docker_platform"),
+        pytest.param({"Platform": {"Name": "Podman Engine"}}, True, id="podman_platform"),
+        pytest.param({"Platform": {}, "Components": [{"Name": "podman"}]}, True, id="podman_components_fallback"),
+        pytest.param({}, False, id="empty_version_no_match"),
+        pytest.param(_PODMAN_DAEMON_ERROR, False, id="daemon_error_swallowed"),
+    ],
+)
+def test_is_podman(monkeypatch: pytest.MonkeyPatch, version: object, expected: bool) -> None:
+    from testcontainers.core import docker_client as dc
+
+    dc.is_podman.cache_clear()
+    mock_client = MagicMock()
+    if isinstance(version, Exception):
+        monkeypatch.setattr("testcontainers.core.docker_client.docker.from_env", MagicMock(side_effect=version))
+    else:
+        mock_client.version.return_value = version
+        monkeypatch.setattr("testcontainers.core.docker_client.docker.from_env", lambda: mock_client)
+    try:
+        # Call twice to also assert the lru_cache only hits the daemon once.
+        assert dc.is_podman() is expected
+        assert dc.is_podman() is expected
+        if not isinstance(version, Exception):
+            assert mock_client.version.call_count == 1
+    finally:
+        dc.is_podman.cache_clear()
+
+
 def _mock_docker_context(name: str, host: str) -> MagicMock:
     context = MagicMock()
     context.Name = name
diff --git a/core/tests/test_image.py b/core/tests/test_image.py
index 655e68580..61534b885 100644
--- a/core/tests/test_image.py
+++ b/core/tests/test_image.py
@@ -30,8 +30,11 @@ def test_docker_image(test_image_tag: Optional[str], test_cleanup: bool, check_f
             assert image.get_wrapped_image() is not None
             logs = image.get_logs()
             assert isinstance(logs, list), "Logs should be a list"
-            assert logs[0] == {"stream": "Step 1/2 : FROM alpine:latest"}
-            assert logs[3] == {"stream": f'Step 2/2 : CMD echo "{random_string}"'}
+            streams = [entry.get("stream", "").strip() for entry in logs]
+            assert any(s.upper().startswith("STEP 1/2") and "FROM ALPINE:LATEST" in s.upper() for s in streams)
+            assert any(s.upper().startswith("STEP 2/2") and random_string in s for s in streams), (
+                f"Expected step 2 with '{random_string}' in logs: {streams}"
+            )
             with DockerContainer(str(image)) as container:
                 c_c = container._container
                 assert c_c
diff --git a/core/tests/test_network.py b/core/tests/test_network.py
index 868032e26..ecddec84b 100644
--- a/core/tests/test_network.py
+++ b/core/tests/test_network.py
@@ -40,7 +40,7 @@ def test_network_create_errors():
         network.create()
 
     assert excinfo.value.response.status_code == HTTPStatus.CONFLICT
-    excinfo.match(f"network with name {network.name} already exists")
+    excinfo.match(f"network.*{network.name}.*already exists")
     network.remove()
 
 
diff --git a/docs/system_requirements/docker.md b/docs/system_requirements/docker.md
index 7bc3c55de..cc12beb2e 100644
--- a/docs/system_requirements/docker.md
+++ b/docs/system_requirements/docker.md
@@ -1,11 +1,51 @@
-# General Docker requirements
+# Supported Docker environments
+
+## Overview
 
 Testcontainers requires a Docker-API compatible container runtime.
 During development, Testcontainers is actively tested against recent versions of Docker on Linux, as well as against Docker Desktop on Mac and Windows.
 These Docker environments are automatically detected and used by Testcontainers without any additional configuration being necessary.
 
-It is possible to configure Testcontainers to work for other Docker setups, such as a remote Docker host or Docker alternatives.
-However, these are not actively tested in the main development workflow, so not all Testcontainers features might be available and additional manual configuration might be necessary. Please see the [Docker host detection](../features/configuration.md#docker-host-detection) section for more information.
+It is possible to configure Testcontainers to work with alternative container runtimes (see further down for specific runtimes, or [Docker host detection](../features/configuration.md#docker-host-detection) for general configuration mechanisms).
+Alternative container runtimes are not actively tested in the main development workflow, so not all Testcontainers features might be available and additional manual configuration might be necessary.
 
 If you have further questions about configuration details for your setup or whether it supports running Testcontainers-based tests,
 please contact the Testcontainers team and other users from the Testcontainers community on [Slack](https://slack.testcontainers.org/).
+
+## Podman
+
+In order to run testcontainers against [Podman](https://podman.io/), the env var below should be set.
+
+Testcontainers auto-detects Podman from the daemon's `version` response and adapts a few behaviors (compose binary selection, port-binding parsing) accordingly.
+
+**Linux (rootless):**
+
+```bash
+systemctl --user start podman.socket
+export DOCKER_HOST="unix://${XDG_RUNTIME_DIR}/podman/podman.sock"
+```
+
+**Linux (rootful):**
+
+```bash
+sudo systemctl start podman.socket
+export DOCKER_HOST="unix:///run/podman/podman.sock"
+```
+
+**macOS:**
+
+```bash
+export DOCKER_HOST="unix://$(podman machine inspect --format '{{.ConnectionInfo.PodmanSocket.Path}}')"
+```
+
+You can also persist this in `~/.testcontainers.properties` as `docker.host=...`, or use a Docker context (`docker context use my-podman`).
+
+### Docker Compose with Podman
+
+`DockerCompose` prefers `docker` if it is on `PATH` (e.g. via the `podman-docker` shim). Otherwise, when Podman is detected, it falls back to the `podman` binary. You can always override the binary explicitly:
+
+```python
+DockerCompose(".", docker_command_path="podman")
+```
+
+Note that Podman does not support host port ranges (`published: "5000-5999"`) in compose files.
diff --git a/docs/system_requirements/index.md b/docs/system_requirements/index.md
index c72d86828..9a37a1d9c 100644
--- a/docs/system_requirements/index.md
+++ b/docs/system_requirements/index.md
@@ -180,4 +180,4 @@ commands = pytest
 
 With any of these, once your environment is set up you can simply `pip install testcontainers` (or use Poetry’s `poetry add --dev testcontainers`) and begin writing your container-backed tests in Python.
 
-See the [General Docker Requirements](docker.md) to continue
+See [Supported Docker environments](docker.md) to continue

From c8118e7c9832743486115221fd8253bdc8c2a5ec Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Peter=20Valdemar=20M=C3=B8rch?= <peter@morch.com>
Date: Wed, 3 Jun 2026 13:05:42 +0200
Subject: [PATCH 124/208] fix(mongodb): Use wait strategy instead of deprecated
 wait_for_logs (#943)

# fix(mongodb): Use wait strategy instead of deprecated wait_for_logs

## Summary

Replace the deprecated `wait_for_logs` function with
`LogMessageWaitStrategy` in the MongoDB container module.

This is part of a fix for
https://github.com/testcontainers/testcontainers-python/issues/874 and
similar to:
- #899 (MinIO - merged)
- #915 (Elasticsearch - merged)
- #935 (Postgres - merged)
- #903 (Kafka/Redpanda - open)
- #914 (Redis - open)
- #941 (Redis - open)

## Changes

- Import `LogMessageWaitStrategy` instead of `wait_for_logs`
- Pass `_wait_strategy=LogMessageWaitStrategy(...)` to parent
constructor
- Override `_connect()` with empty implementation (DbContainer's base
implementation uses SQLAlchemy which doesn't apply to MongoDB)

## Testing

All existing MongoDB tests pass:
```
poetry run pytest modules/mongodb/tests/ -v
======================== 4 passed in 16.26s ========================
```

No deprecation warnings from testcontainers after this change.

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .../testcontainers/mongodb/__init__.py        | 20 +++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/modules/mongodb/testcontainers/mongodb/__init__.py b/modules/mongodb/testcontainers/mongodb/__init__.py
index 43818d816..43b3fb9d8 100644
--- a/modules/mongodb/testcontainers/mongodb/__init__.py
+++ b/modules/mongodb/testcontainers/mongodb/__init__.py
@@ -18,9 +18,7 @@
 
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
-from testcontainers.core.wait_strategies import HealthcheckWaitStrategy
-from testcontainers.core.waiting_utils import wait_for_logs
-
+from testcontainers.core.wait_strategies import HealthcheckWaitStrategy, LogMessageWaitStrategy
 
 class MongoDbContainer(DbContainer):
     """
@@ -58,7 +56,13 @@ def __init__(
         **kwargs,
     ) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
-        super().__init__(image=image, **kwargs)
+        super().__init__(
+            image=image,
+            _wait_strategy=LogMessageWaitStrategy(
+                re.compile(r"waiting for connections", re.IGNORECASE)
+            ),
+            **kwargs,
+        )
         self.username = username if username else os.environ.get("MONGO_INITDB_ROOT_USERNAME", "test")
         self.password = password if password else os.environ.get("MONGO_INITDB_ROOT_PASSWORD", "test")
         self.dbname = dbname if dbname else os.environ.get("MONGO_DB", "test")
@@ -79,12 +83,8 @@ def get_connection_url(self) -> str:
         )
 
     def _connect(self) -> None:
-        regex = re.compile(r"waiting for connections", re.MULTILINE | re.IGNORECASE)
-
-        def predicate(text: str) -> bool:
-            return regex.search(text) is not None
-
-        wait_for_logs(self, predicate)
+        # LogMessageWaitStrategy handles waiting for container readiness
+        pass
 
     def get_connection_client(self) -> MongoClient:
         return MongoClient(self.get_connection_url())

From 3cbd9565df2ea8fbee79eef567d18ea26b0969a5 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 3 Jun 2026 07:12:51 -0400
Subject: [PATCH 125/208] chore(main): release testcontainers 4.15.0-rc3
 (#1013)

:robot: I have created a release *beep* *boop*
---


##
[4.15.0-rc3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc2...testcontainers-v4.15.0-rc3)
(2026-06-03)


### Features

* **core:** add Podman compatibility
([#1028](https://github.com/testcontainers/testcontainers-python/issues/1028))
([37093ab](https://github.com/testcontainers/testcontainers-python/commit/37093ab8e1a86d1aecbad915f1af20934861ac35))
* **core:** auto-detect DOCKER_HOST from current docker context
([#1026](https://github.com/testcontainers/testcontainers-python/issues/1026))
([d4b8ff6](https://github.com/testcontainers/testcontainers-python/commit/d4b8ff66197e7eb57708c9579fa1fb41d6988f5e)),
closes
[#1025](https://github.com/testcontainers/testcontainers-python/issues/1025)


### Bug Fixes

* **core:** add container logs to TimeoutError when wait strategy times
out
([#1007](https://github.com/testcontainers/testcontainers-python/issues/1007))
([1fadb40](https://github.com/testcontainers/testcontainers-python/commit/1fadb40c456c3ccd4f13b1b82cd19c3ab22c2687))
* **core:** close Reaper socket at interpreter exit to prevent
ResourceWarning
([#1017](https://github.com/testcontainers/testcontainers-python/issues/1017))
([d3a1517](https://github.com/testcontainers/testcontainers-python/commit/d3a1517f2c5c2e2a48a4c051b2203b80d9141759))
* **cosmosdb:** replace distutils.strtobool removed in Python 3.12
([#1018](https://github.com/testcontainers/testcontainers-python/issues/1018))
([3e487f4](https://github.com/testcontainers/testcontainers-python/commit/3e487f4bab679204820826cfcbc282cb8fc60008))
* **mongodb:** Use wait strategy instead of deprecated wait_for_logs
([#943](https://github.com/testcontainers/testcontainers-python/issues/943))
([c8118e7](https://github.com/testcontainers/testcontainers-python/commit/c8118e7c9832743486115221fd8253bdc8c2a5ec))
* **mssql:** use `ExecWaitStrategy` instead of deprecated
`wait_container_is_ready`
([#1016](https://github.com/testcontainers/testcontainers-python/issues/1016))
([4c53b89](https://github.com/testcontainers/testcontainers-python/commit/4c53b89a1faad9a592d2bb49123ef3e6bf33fdb9)),
closes
[#874](https://github.com/testcontainers/testcontainers-python/issues/874)
* **neo4j:** Swap out use of depricated wait utils for wait_strategies
([#1012](https://github.com/testcontainers/testcontainers-python/issues/1012))
([6deaf3b](https://github.com/testcontainers/testcontainers-python/commit/6deaf3b27e5f8d54ff9ae404dbd092e8014df079))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 18 ++++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 1c273a818..28583f9c8 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.15.0-rc2"
+    ".": "4.15.0-rc3"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d873df1d6..75510da11 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,23 @@
 # Changelog
 
+## [4.15.0-rc3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc2...testcontainers-v4.15.0-rc3) (2026-06-03)
+
+
+### Features
+
+* **core:** add Podman compatibility ([#1028](https://github.com/testcontainers/testcontainers-python/issues/1028)) ([37093ab](https://github.com/testcontainers/testcontainers-python/commit/37093ab8e1a86d1aecbad915f1af20934861ac35))
+* **core:** auto-detect DOCKER_HOST from current docker context ([#1026](https://github.com/testcontainers/testcontainers-python/issues/1026)) ([d4b8ff6](https://github.com/testcontainers/testcontainers-python/commit/d4b8ff66197e7eb57708c9579fa1fb41d6988f5e)), closes [#1025](https://github.com/testcontainers/testcontainers-python/issues/1025)
+
+
+### Bug Fixes
+
+* **core:** add container logs to TimeoutError when wait strategy times out ([#1007](https://github.com/testcontainers/testcontainers-python/issues/1007)) ([1fadb40](https://github.com/testcontainers/testcontainers-python/commit/1fadb40c456c3ccd4f13b1b82cd19c3ab22c2687))
+* **core:** close Reaper socket at interpreter exit to prevent ResourceWarning ([#1017](https://github.com/testcontainers/testcontainers-python/issues/1017)) ([d3a1517](https://github.com/testcontainers/testcontainers-python/commit/d3a1517f2c5c2e2a48a4c051b2203b80d9141759))
+* **cosmosdb:** replace distutils.strtobool removed in Python 3.12 ([#1018](https://github.com/testcontainers/testcontainers-python/issues/1018)) ([3e487f4](https://github.com/testcontainers/testcontainers-python/commit/3e487f4bab679204820826cfcbc282cb8fc60008))
+* **mongodb:** Use wait strategy instead of deprecated wait_for_logs ([#943](https://github.com/testcontainers/testcontainers-python/issues/943)) ([c8118e7](https://github.com/testcontainers/testcontainers-python/commit/c8118e7c9832743486115221fd8253bdc8c2a5ec))
+* **mssql:** use `ExecWaitStrategy` instead of deprecated `wait_container_is_ready` ([#1016](https://github.com/testcontainers/testcontainers-python/issues/1016)) ([4c53b89](https://github.com/testcontainers/testcontainers-python/commit/4c53b89a1faad9a592d2bb49123ef3e6bf33fdb9)), closes [#874](https://github.com/testcontainers/testcontainers-python/issues/874)
+* **neo4j:** Swap out use of depricated wait utils for wait_strategies ([#1012](https://github.com/testcontainers/testcontainers-python/issues/1012)) ([6deaf3b](https://github.com/testcontainers/testcontainers-python/commit/6deaf3b27e5f8d54ff9ae404dbd092e8014df079))
+
 ## [4.15.0-rc2](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc.1...testcontainers-v4.15.0-rc2) (2026-04-30)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 8f90bfda8..c2065b264 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.15.0-rc2"  # auto-incremented by release-please
+version = "4.15.0-rc3"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From be4c857fca55c489f0a14ca630ce8c046174812d Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Thu, 4 Jun 2026 16:10:27 +0300
Subject: [PATCH 126/208] test(core): decouple registry tests from
 testcontainers.registry (#1029)

Following @alexanderankin's feedback on the previous approach.

`core/tests/test_core_registry.py` was importing
`DockerRegistryContainer` from a sibling module.
That couples `core` to a sibling, which becomes a hard wall once the
planned `core` / `community` split lands.

This PR keeps the integration coverage but inlines a private
`_LocalRegistryContainer` helper into `core/tests/`.
The duplication is intentional and private to `core/tests/`.

Skip markers (macOS, Podman, SSH-based Docker) stay as they were on
`main`.
No production code changes.
---
 core/tests/_local_registry_container.py | 99 +++++++++++++++++++++++++
 core/tests/test_core_registry.py        | 30 ++++----
 2 files changed, 112 insertions(+), 17 deletions(-)
 create mode 100644 core/tests/_local_registry_container.py

diff --git a/core/tests/_local_registry_container.py b/core/tests/_local_registry_container.py
new file mode 100644
index 000000000..2687943f5
--- /dev/null
+++ b/core/tests/_local_registry_container.py
@@ -0,0 +1,99 @@
+"""Slim, test-private copy of ``DockerRegistryContainer``.
+
+``core/tests`` should not import from sibling modules (``testcontainers.registry`` in this case).
+This keeps ``core`` self-contained as the package layout evolves into a separate ``core`` / ``community`` split.
+
+We keep the integration coverage by inlining only the bits needed to spin up an authenticated ``registry:2``.
+That means: htpasswd creds setup, an HTTP readiness probe, and an accessor for the published address.
+
+This is intentional duplication of the production class.
+Behavioural changes here are not expected to track ``testcontainers.registry`` and vice versa.
+"""
+
+from __future__ import annotations
+
+import time
+from io import BytesIO
+from tarfile import TarFile, TarInfo
+from typing import TYPE_CHECKING, Any, Optional
+
+import bcrypt
+from requests import get
+from requests.auth import HTTPBasicAuth
+from requests.exceptions import ConnectionError as RequestsConnectionError
+from requests.exceptions import ReadTimeout
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import wait_container_is_ready
+
+if TYPE_CHECKING:
+    from requests import Response
+
+
+class _LocalRegistryContainer(DockerContainer):
+    """Private ``registry:2`` fixture used by ``core/tests`` only.
+
+    Mirrors the public ``DockerRegistryContainer`` API surface used by tests.
+    That is: ``__init__``, ``start``, and ``get_registry``.
+    """
+
+    credentials_path: str = "/htpasswd/credentials.txt"
+
+    def __init__(
+        self,
+        image: str = "registry:2",
+        port: int = 5000,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        **kwargs: Any,
+    ) -> None:
+        super().__init__(image=image, **kwargs)
+        self.port: int = port
+        self.username: Optional[str] = username
+        self.password: Optional[str] = password
+        self.with_exposed_ports(self.port)
+
+    def _copy_credentials(self) -> None:
+        if self.password is None:
+            raise ValueError("Password cannot be None")
+        hashed_password: str = bcrypt.hashpw(
+            self.password.encode("utf-8"),
+            bcrypt.gensalt(rounds=12, prefix=b"2a"),
+        ).decode("utf-8")
+        content: bytes = f"{self.username}:{hashed_password}".encode()
+
+        with BytesIO() as tar_archive_object, TarFile(fileobj=tar_archive_object, mode="w") as tmp_tarfile:
+            tarinfo: TarInfo = TarInfo(name=self.credentials_path)
+            tarinfo.size = len(content)
+            tarinfo.mtime = int(time.time())
+
+            tmp_tarfile.addfile(tarinfo, BytesIO(content))
+            tar_archive_object.seek(0)
+            self.get_wrapped_container().put_archive("/", tar_archive_object)
+
+    @wait_container_is_ready(RequestsConnectionError, ReadTimeout)
+    def _readiness_probe(self) -> None:
+        url: str = f"http://{self.get_registry()}/v2"
+        if self.username and self.password:
+            auth_response: Response = get(url, auth=HTTPBasicAuth(self.username, self.password), timeout=1)
+            auth_response.raise_for_status()
+        else:
+            response: Response = get(url, timeout=1)
+            response.raise_for_status()
+
+    def start(self) -> "_LocalRegistryContainer":
+        if self.username and self.password:
+            self.with_env("REGISTRY_AUTH_HTPASSWD_REALM", "local-registry")
+            self.with_env("REGISTRY_AUTH_HTPASSWD_PATH", self.credentials_path)
+            super().start()
+            self._copy_credentials()
+        else:
+            super().start()
+
+        self._readiness_probe()
+        return self
+
+    def get_registry(self) -> str:
+        host: str = self.get_container_host_ip()
+        port: int = self.get_exposed_port(self.port)
+        return f"{host}:{port}"
diff --git a/core/tests/test_core_registry.py b/core/tests/test_core_registry.py
index 38711bb1d..7be489a64 100644
--- a/core/tests/test_core_registry.py
+++ b/core/tests/test_core_registry.py
@@ -1,29 +1,25 @@
-"""Integration test using login to a private registry.
+"""
+Integration tests for private-registry support in ``DockerClient``.
 
-Note: Using the testcontainers-python library to test the Docker registry.
-This could be considered a bad practice as it is not recommended to use the same library to test itself.
-However, it is a very good use case for DockerRegistryContainer and allows us to test it thoroughly.
+These tests spin up a real ``registry:2`` container and exercise the wiring that turns ``DOCKER_AUTH_CONFIG`` into a successful login + image pull.
+The registry is provided by the local ``_LocalRegistryContainer`` helper, kept as a private copy in ``core/tests`` so ``core`` does not import from a sibling module.
 
-Note2: These tests are skipped on macOS and SSH-based Docker hosts because they rely on insecure HTTP registries,
-which are not supported in those environments without additional configuration.
+Skipped where insecure HTTP registries cannot be reached without daemon reconfiguration.
+That includes macOS, Podman, and SSH-based Docker hosts.
 """
 
-import json
-import os
 import base64
-import pytest
+import json
 
+import pytest
+from _local_registry_container import _LocalRegistryContainer  # type: ignore[import-not-found]
 from docker.errors import NotFound
 
 from testcontainers.core.config import testcontainers_config
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient, is_ssh_docker_host
-from testcontainers.core.waiting_utils import wait_for_logs
-
-from testcontainers.registry import DockerRegistryContainer
+from testcontainers.core.docker_client import DockerClient, is_podman, is_ssh_docker_host
 from testcontainers.core.utils import is_mac
-from testcontainers.core.docker_client import is_podman
-
+from testcontainers.core.waiting_utils import wait_for_logs
 
 _skip_insecure_registry = pytest.mark.skipif(
     is_mac() or is_podman() or is_ssh_docker_host(),
@@ -38,7 +34,7 @@ def test_missing_on_private_registry(monkeypatch):
     image = "hello-world"
     tag = "test"
 
-    with DockerRegistryContainer(username=username, password=password) as registry:
+    with _LocalRegistryContainer(username=username, password=password) as registry:
         registry_url = registry.get_registry()
 
         # prepare auth config
@@ -65,7 +61,7 @@ def test_missing_on_private_registry(monkeypatch):
 def test_with_private_registry(image, tag, username, password, expected_output, monkeypatch):
     client = DockerClient().client
 
-    with DockerRegistryContainer(username=username, password=password) as registry:
+    with _LocalRegistryContainer(username=username, password=password) as registry:
         registry_url = registry.get_registry()
 
         # prepare image

From e1cb0eb7942c81794a1a3ff1e63bbe4146b6e966 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Jun 2026 12:36:40 +0300
Subject: [PATCH 127/208] chore(deps): bump boto3 from 1.43.21 to 1.43.23
 (#1039)

Bumps [boto3](https://github.com/boto/boto3) from 1.43.21 to 1.43.23.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/f2106e0d34cb87a89f066f06373d337da503b0d5"><code>f2106e0</code></a>
Merge branch 'release-1.43.23'</li>
<li><a
href="https://github.com/boto/boto3/commit/d7e5b7c20dfad5465df92d55541638ecfc09e981"><code>d7e5b7c</code></a>
Bumping version to 1.43.23</li>
<li><a
href="https://github.com/boto/boto3/commit/86efe86a74067974ef06571cb101697a8afd66a5"><code>86efe86</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/83844402cce909b1ceded705ceb69cdcefec445b"><code>8384440</code></a>
Merge branch 'release-1.43.22'</li>
<li><a
href="https://github.com/boto/boto3/commit/eea01a7257d0278255c8c20d7d303ca779135c3c"><code>eea01a7</code></a>
Merge branch 'release-1.43.22' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/eff8ee7efd00440fa4a9feb37371c35430cebe06"><code>eff8ee7</code></a>
Bumping version to 1.43.22</li>
<li><a
href="https://github.com/boto/boto3/commit/880860d297137acb995926f4f11e9b888b6d9755"><code>880860d</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/400e1f677f6e912a2b32ce0e6409f66d5385777f"><code>400e1f6</code></a>
Add reference to post-quantum cryptography in security docs page (<a
href="https://redirect.github.com/boto/boto3/issues/4793">#4793</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/d3d327fc4bdeb0bc8ab38d5ddbdd49d6af247dbf"><code>d3d327f</code></a>
Merge branch 'release-1.43.21' into develop</li>
<li>See full diff in <a
href="https://github.com/boto/boto3/compare/1.43.21...1.43.23">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=boto3&package-manager=uv&previous-version=1.43.21&new-version=1.43.23)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
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- `@dependabot show <dependency name> ignore conditions` will show all
of the ignore conditions of the specified dependency
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Dependabot creating any more for this major version (unless you reopen
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/uv.lock b/uv.lock
index 3d0b13498..fc4822ade 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,30 +501,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.21"
+version = "1.43.23"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1e/f2/0ef88b6584285002a8a8000e34340f56e82681ad2b8a76ea8bd3ecaa5cb9/boto3-1.43.21.tar.gz", hash = "sha256:6dfeb70bf4f9a3514b91c7199f475f71f939199d62f9c63cd555b033fb283f89", size = 113157, upload-time = "2026-06-03T07:09:23.263Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/51/7e/18f6d87625930231708681ccfba20c2c6ade8d977c37d388992c0589efdd/boto3-1.43.23.tar.gz", hash = "sha256:5d26498702ffd021dc0d57d0eefcc7101cd995ea0ed08c057c9b631efccbaa48", size = 113242, upload-time = "2026-06-04T19:39:37.651Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/01/ea/5352950cbee9d1e8392e5396ddbc6defc982414e2abc004b501139bce13c/boto3-1.43.21-py3-none-any.whl", hash = "sha256:8bb863b32dabe5baa4f2e3701778c259243ba117e4811a595411819958c4fb1b", size = 140534, upload-time = "2026-06-03T07:09:21.18Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/1e/27b67ee4d10cc755aa9a35d45aa476d7bb2366c4dea91b0db94fa0fe27bd/boto3-1.43.23-py3-none-any.whl", hash = "sha256:8afc058924ef8a5c62467fe2e1e2e0304c22018587a044714da89f9c602ba856", size = 140536, upload-time = "2026-06-04T19:39:34.657Z" },
 ]
 
 [[package]]
 name = "botocore"
-version = "1.43.21"
+version = "1.43.23"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7b/97/d9d26cebf0a8533105e183d8438931c0b196e52484cd5bf00e8443ac1b2d/botocore-1.43.21.tar.gz", hash = "sha256:17604607efe28894e947401379e569cc8f0fe2d69337ece98bd0c82d1bcfaf92", size = 15451979, upload-time = "2026-06-03T07:09:11.489Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fb/79/9c3313d8be64ebff5a100d73777d5c6249229ceee57e269a0830b2f7d3a3/botocore-1.43.23.tar.gz", hash = "sha256:a6737c598750f330bfa8ef2be2d9fa84b5d2d643b6bbb0d22e129e03b7535df1", size = 15464775, upload-time = "2026-06-04T19:39:26.6Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bb/c7/8c60049357e96d663980d66b98a44cb3626a7e5eaca66480b97826eb5379/botocore-1.43.21-py3-none-any.whl", hash = "sha256:f021ba3e844c36031106fc531ec90259ef005ba5d04f691df53bc4ecbd08f0dd", size = 15135303, upload-time = "2026-06-03T07:09:06.115Z" },
+    { url = "https://files.pythonhosted.org/packages/08/0e/63e4720c6fe6dab278faf9f09b59c377e49a9f9a1afaec2c69dc2e7b9de2/botocore-1.43.23-py3-none-any.whl", hash = "sha256:69ff3d951cb644d1d84db646663c7eb919dc9c0c47e5768e947c8a71121b3d77", size = 15147962, upload-time = "2026-06-04T19:39:22.141Z" },
 ]
 
 [[package]]
@@ -550,8 +550,8 @@ name = "cassandra-driver"
 version = "3.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "deprecated" },
-    { name = "geomet" },
+    { name = "deprecated", marker = "python_full_version < '3.14'" },
+    { name = "geomet", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/85/26/8806d0949422b560029a040e7a628d92addd612726468c3fb546354a43a4/cassandra_driver-3.30.0.tar.gz", hash = "sha256:7e4cfd6ec3023576ed0ffa34882d9778e4bacfd918048ae9139ccdd00628ed85", size = 4242039, upload-time = "2026-04-16T05:04:59.838Z" }
 wheels = [
@@ -1097,7 +1097,7 @@ name = "deprecated"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "wrapt" },
+    { name = "wrapt", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/49/85/12f0a49a7c4ffb70572b6c2ef13c90c88fd190debda93b23f026b25f9634/deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223", size = 2932523, upload-time = "2025-10-30T08:19:02.757Z" }
 wheels = [
@@ -1350,7 +1350,7 @@ name = "geomet"
 version = "1.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "click" },
+    { name = "click", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/2a/8c/dde022aa6747b114f6b14a7392871275dea8867e2bd26cddb80cc6d66620/geomet-1.1.0.tar.gz", hash = "sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605", size = 28732, upload-time = "2023-11-14T15:43:36.764Z" }
 wheels = [
@@ -5345,7 +5345,7 @@ wheels = [
 
 [[package]]
 name = "testcontainers"
-version = "4.15.0rc2"
+version = "4.15.0rc3"
 source = { editable = "." }
 dependencies = [
     { name = "docker" },

From 65c014651494b8ed4736d3268489f63521ef1445 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Jun 2026 12:53:04 +0300
Subject: [PATCH 128/208] chore(deps): bump google-cloud-datastore from 2.24.0
 to 2.25.0 (#1040)

Bumps
[google-cloud-datastore](https://github.com/googleapis/google-cloud-python)
from 2.24.0 to 2.25.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/googleapis/google-cloud-python/releases">google-cloud-datastore's
releases</a>.</em></p>
<blockquote>
<h2>google-cloud-datastore: v2.25.0</h2>
<h2><a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-datastore-v2.24.0...google-cloud-datastore-v2.25.0">v2.25.0</a>
(2026-06-02)</h2>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/googleapis/google-cloud-python/blob/main/packages/google-cloud-documentai/CHANGELOG.md">google-cloud-datastore's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-documentai-v2.24.2...google-cloud-documentai-v2.25.0">2.25.0</a>
(2024-04-03)</h2>
<h3>Features</h3>
<ul>
<li>Support a new Layout Processor in Document AI (<a
href="https://github.com/googleapis/google-cloud-python/commit/f008893d15b88ccd29c23d3c49fee6c1a5c1e1d9">f008893</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>keep the API doc up-to-date with recent changes (<a
href="https://github.com/googleapis/google-cloud-python/commit/f008893d15b88ccd29c23d3c49fee6c1a5c1e1d9">f008893</a>)</li>
</ul>
<h2><a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-documentai-v2.24.1...google-cloud-documentai-v2.24.2">2.24.2</a>
(2024-03-22)</h2>
<h3>Documentation</h3>
<ul>
<li>A comment for field <code>processor_version_source</code> in message
<code>.google.cloud.documentai.v1beta3.ImportProcessorVersionRequest</code>
is changed (<a
href="https://github.com/googleapis/google-cloud-python/commit/5499d6c298544c7a0b1122ec4abbedcd7ee5ab0e">5499d6c</a>)</li>
</ul>
<h2><a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-documentai-v2.24.0...google-cloud-documentai-v2.24.1">2.24.1</a>
(2024-03-05)</h2>
<h3>Bug Fixes</h3>
<ul>
<li><strong>deps:</strong> Exclude google-auth 2.24.0 and 2.25.0 (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/12384">#12384</a>)
(<a
href="https://github.com/googleapis/google-cloud-python/commit/c69966fa7aac2cba4e22513e4a053b3754f8ea5e">c69966f</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/5accbb42b3f8372c4d03ef59a6b0000b165f2200"><code>5accbb4</code></a>
chore: librarian release pull request: 20260602T021047Z (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17336">#17336</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/86e57cb9b6ec4266773e99e8a5f60eda78cd1e11"><code>86e57cb</code></a>
fix(spanner_dbapi): replace insecure pickle with json for partition
deseriali...</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/6b62cb6fb3de94326b8944ae08a400c12529cad2"><code>6b62cb6</code></a>
feat(bigframes): Add ai_generate functions to the dataframe bq accessor
(<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17302">#17302</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/54fd04b618127ca20ae8f183734ea07add1af876"><code>54fd04b</code></a>
chore: librarian release pull request: 20260529T145921Z (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17312">#17312</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/c04f892621ceeefb5e2dcbf2b9ea0dddb1b9ad31"><code>c04f892</code></a>
chore: update googleapis and regenerate (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17313">#17313</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/1c2e24f3da44ecfdefe9acb099e28d41d66d46d2"><code>1c2e24f</code></a>
chore: generate google-cloud-monitoring-dashboards (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17309">#17309</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/06965d82a9676c6e0797bf20e616f2d14332c443"><code>06965d8</code></a>
chore: generate google-cloud-containeranalysis (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17308">#17308</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/20242246da615ef75d7ed64e0dfd2d6f72537583"><code>2024224</code></a>
chore: generate grafeas (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17307">#17307</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/9f2ed920d6525f1a1dd51c1b09ca848a04c28c78"><code>9f2ed92</code></a>
chore(spanner): deprecate experimental host option/parameter to replace
with ...</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/7813ca4e59dfc3d9e1546b9b5f0acba9e7536a8e"><code>7813ca4</code></a>
chore: add missing nox sessions and polish dependencies in
sqlalchemy-spanner...</li>
<li>Additional commits viewable in <a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-datastore-v2.24.0...google-cloud-datastore-v2.25.0">compare
view</a></li>
</ul>
</details>
<br />


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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index fc4822ade..8fea71ec7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1419,7 +1419,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-datastore"
-version = "2.24.0"
+version = "2.25.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "google-api-core", extra = ["grpc"] },
@@ -1429,9 +1429,9 @@ dependencies = [
     { name = "proto-plus" },
     { name = "protobuf" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8f/69/1389655f6949d0da0c1c5a359e64aece0a199ba177b33b7a070aa86bf672/google_cloud_datastore-2.24.0.tar.gz", hash = "sha256:f087c02a6aa4ac68bbf17f0c048ae3ee355856bf09c51439bfba193741387792", size = 266157, upload-time = "2026-03-30T22:49:52.688Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/b2/d4679b666980da16cfe8c80c7a3f1996c29fc2b9d5a2db1ab22144d88a09/google_cloud_datastore-2.25.0.tar.gz", hash = "sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff", size = 265596, upload-time = "2026-06-03T15:28:05.261Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5b/88/357efc6b331fd29155dcb92a5dfb0030a8a6feddb7bbf8a6215defbed6c7/google_cloud_datastore-2.24.0-py3-none-any.whl", hash = "sha256:81f1d1c12c2906f59507f72742545ab04c38f62ed70b0542057e3cf04a53aa65", size = 207690, upload-time = "2026-03-30T22:47:49.48Z" },
+    { url = "https://files.pythonhosted.org/packages/95/b2/fd5a3e55a5f698fd527f783ce27368e8e9c3d872bd1e1c39dd377b2b9f14/google_cloud_datastore-2.25.0-py3-none-any.whl", hash = "sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb", size = 207230, upload-time = "2026-06-03T15:27:15.488Z" },
 ]
 
 [[package]]

From efc5eacfea842dcc3ae1ba0629380900aac756eb Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 21:41:47 +0200
Subject: [PATCH 129/208] chore(main): migrate project to src layout

---
 .readthedocs.yml                              |   2 +-
 Makefile                                      |   4 +-
 core/tests/test_project_settings.py           |  37 ------
 .../README.rst => docs/community/arangodb.rst |   0
 .../aws/README.rst => docs/community/aws.rst  |   0
 .../README.rst => docs/community/azurite.rst  |   0
 .../community/cassandra.rst                   |   0
 .../README.rst => docs/community/chroma.rst   |   0
 .../community/clickhouse.rst                  |   0
 .../community/cockroachdb.rst                 |   0
 .../README.rst => docs/community/cosmosdb.rst |   0
 .../db2/README.rst => docs/community/db2.rst  |   0
 .../community/elasticsearch.rst               |   0
 .../README.rst => docs/community/generic.rst  |   0
 .../README.rst => docs/community/google.rst   |   0
 .../README.rst => docs/community/influxdb.rst |   0
 .../k3s/README.rst => docs/community/k3s.rst  |   0
 .../README.rst => docs/community/kafka.rst    |   0
 .../README.rst => docs/community/keycloak.rst |   0
 .../community/localstack.rst                  |   0
 .../README.rst => docs/community/mailpit.rst  |   0
 .../community/memcached.rst                   |   0
 .../README.rst => docs/community/milvus.rst   |   0
 .../README.rst => docs/community/minio.rst    |   0
 .../README.rst => docs/community/mongodb.rst  |   0
 .../README.rst => docs/community/mqtt.rst     |   0
 .../README.rst => docs/community/mssql.rst    |   0
 .../README.rst => docs/community/mysql.rst    |   0
 .../README.rst => docs/community/nats.rst     |   0
 .../README.rst => docs/community/neo4j.rst    |   0
 .../README.rst => docs/community/nginx.rst    |   0
 .../README.rst => docs/community/ollama.rst   |   0
 .../README.rst => docs/community/openfga.rst  |   0
 .../community/opensearch.rst                  |   0
 .../community/oracle-free.rst                 |   0
 .../README.rst => docs/community/postgres.rst |   0
 .../README.rst => docs/community/qdrant.rst   |   0
 .../README.rst => docs/community/rabbitmq.rst |   0
 .../README.rst => docs/community/redis.rst    |   0
 .../README.rst => docs/community/registry.rst |   0
 .../README.rst => docs/community/scylla.rst   |   0
 .../README.rst => docs/community/selenium.rst |   0
 .../README.rst => docs/community/sftp.rst     |   0
 .../README.rst => docs/community/trino.rst    |   0
 .../README.rst => docs/community/valkey.rst   |   0
 .../README.rst => docs/community/vault.rst    |   0
 .../README.rst => docs/community/weaviate.rst |   0
 compose.rst => docs/compose.rst               |   0
 conf.py => docs/conf.py                       |   0
 {core => docs/core}/README.rst                |   0
 index.rst => docs/index.rst                   |   2 +-
 docs/modules/arangodb.md                      |   2 +-
 .../modules/arangodb_example.py               |   0
 docs/modules/aws.md                           |   2 +-
 .../modules/aws_example.py                    |   0
 docs/modules/azurite.md                       |   2 +-
 .../modules/azurite_example.py                |   0
 docs/modules/cassandra.md                     |   2 +-
 .../modules/cassandra_example.py              |   0
 docs/modules/chroma.md                        |   2 +-
 .../modules/chroma_example.py                 |   0
 docs/modules/clickhouse.md                    |   2 +-
 .../modules/clickhouse_example.py             |   0
 docs/modules/cockroachdb.md                   |   2 +-
 .../modules/cockroachdb_example.py            |   0
 docs/modules/cosmosdb.md                      |   2 +-
 .../modules/cosmosdb_example.py               |   0
 docs/modules/db2.md                           |   2 +-
 .../modules/db2_example.py                    |   0
 docs/modules/elasticsearch.md                 |   2 +-
 .../modules/elasticsearch_example.py          |   0
 docs/modules/generic.md                       |   2 +-
 .../modules/generic_example.py                |   0
 docs/modules/google.md                        |   2 +-
 .../modules/google_example.py                 |   0
 docs/modules/influxdb.md                      |   2 +-
 .../modules/influxdb_example.py               |   0
 docs/modules/k3s.md                           |   2 +-
 .../modules/k3s_example.py                    |   0
 docs/modules/kafka.md                         |   2 +-
 .../modules/kafka_example.py                  |   0
 docs/modules/keycloak.md                      |   2 +-
 .../modules/keycloak_example.py               |   0
 docs/modules/localstack.md                    |   2 +-
 .../modules/localstack_example.py             |   0
 docs/modules/mailpit.md                       |   2 +-
 .../modules/mailpit_example.py                |   0
 docs/modules/memcached.md                     |   2 +-
 .../modules/memcached_example.py              |   0
 docs/modules/milvus.md                        |   2 +-
 .../modules/milvus_example.py                 |   0
 docs/modules/minio.md                         |   2 +-
 .../modules/minio_example.py                  |   0
 docs/modules/mongodb.md                       |   2 +-
 .../modules/mongodb_example.py                |   0
 docs/modules/mqtt.md                          |   2 +-
 .../modules/mqtt_example.py                   |   0
 docs/modules/mssql.md                         |   2 +-
 .../modules/mssql_example.py                  |   0
 docs/modules/mysql.md                         |   2 +-
 .../modules/mysql_example.py                  |   0
 docs/modules/nats.md                          |   2 +-
 .../modules/nats_example.py                   |   0
 docs/modules/neo4j.md                         |   2 +-
 .../modules/neo4j_example.py                  |   0
 docs/modules/nginx.md                         |   2 +-
 .../modules/nginx_example.py                  |   0
 docs/modules/ollama.md                        |   2 +-
 .../modules/ollama_example.py                 |   0
 docs/modules/opensearch.md                    |   2 +-
 .../modules/opensearch_example.py             |   0
 docs/modules/oracle-free.md                   |   2 +-
 .../modules/oracle-free_example.py            |   0
 docs/modules/postgres.md                      |   2 +-
 .../modules/postgres_example.py               |   0
 docs/modules/qdrant.md                        |   2 +-
 .../modules/qdrant_example.py                 |   0
 docs/modules/rabbitmq.md                      |   2 +-
 .../modules/rabbitmq_example.py               |   0
 docs/modules/redis.md                         |   2 +-
 .../modules/redis_example.py                  |   0
 docs/modules/registry.md                      |   2 +-
 .../modules/registry_example.py               |   0
 docs/modules/scylla.md                        |   2 +-
 .../modules/scylla_example.py                 |   0
 docs/modules/selenium.md                      |   2 +-
 .../modules/selenium_example.py               |   0
 docs/modules/sftp.md                          |   2 +-
 .../modules/sftp_example.py                   |   0
 docs/modules/test_module_import.md            | 100 ----------------
 docs/modules/trino.md                         |   2 +-
 .../modules/trino_example.py                  |   0
 docs/modules/valkey.md                        |   2 +-
 .../modules/valkey_example.py                 |   0
 docs/modules/vault.md                         |   2 +-
 .../modules/vault_example.py                  |   0
 docs/modules/weaviate.md                      |   2 +-
 .../modules/weaviate_example.py               |   0
 modules/test_module_import/README.rst         |   2 -
 .../examples/01_basic_import.py               |  58 ---------
 .../examples/02_module_reloading.py           |  41 -------
 .../examples/03_version_specific.py           |  34 ------
 .../examples/04_dependencies_and_env.py       |  48 --------
 .../examples/05_advanced_features.py          |  59 ----------
 .../test_module_import/__init__.py            |   1 -
 .../test_module_import/new_sub_module.py      |  27 -----
 .../test_module_import/tests/test_mock_one.py |  14 ---
 pyproject.toml                                | 111 ++----------------
 .../app => src/testcontainers}/__init__.py    |   0
 .../community}/arangodb/__init__.py           |   0
 .../testcontainers/community}/aws/__init__.py |   0
 .../community}/aws/aws_lambda.py              |   0
 .../community}/azurite/__init__.py            |   0
 .../community/azurite}/py.typed               |   0
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 .../community}/clickhouse/__init__.py         |   0
 .../community}/cockroachdb/__init__.py        |   0
 .../community}/cosmosdb/__init__.py           |   0
 .../community}/cosmosdb/_emulator.py          |   0
 .../community}/cosmosdb/_grab.py              |   0
 .../community}/cosmosdb/mongodb.py            |   0
 .../community}/cosmosdb/nosql.py              |   0
 .../testcontainers/community}/db2/__init__.py |   0
 .../community}/elasticsearch/__init__.py      |   0
 .../community}/generic/__init__.py            |   0
 .../community}/generic/providers/__init__.py  |   0
 .../providers/sql_connection_wait_strategy.py |   0
 .../community}/generic/server.py              |   1 -
 .../testcontainers/community}/generic/sql.py  |   0
 .../community}/google/__init__.py             |   0
 .../community}/google/datastore.py            |   0
 .../community}/google/pubsub.py               |   0
 .../community/influxdb/__init__.py            |   0
 .../community}/influxdb1/__init__.py          |   0
 .../community}/influxdb2/__init__.py          |   0
 .../testcontainers/community}/k3s/__init__.py |   0
 .../community}/kafka/__init__.py              |   0
 .../community}/kafka/_redpanda.py             |   0
 .../community}/keycloak/__init__.py           |   0
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 .../community}/mongodb/__init__.py            |   0
 .../community}/mqtt/__init__.py               |   0
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 .../community}/nats/__init__.py               |   0
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 .../community}/ollama/__init__.py             |   0
 .../community}/openfga/__init__.py            |   0
 .../community}/opensearch/__init__.py         |   0
 .../community}/oracle/__init__.py             |   0
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 .../community/postgres}/py.typed              |   0
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 .../community}/rabbitmq/__init__.py           |   0
 .../community}/redis/__init__.py              |   0
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 .../community}/selenium/video.py              |   0
 .../community}/sftp/__init__.py               |   0
 .../testcontainers/community/sftp/py.typed    |   0
 .../community}/trino/__init__.py              |   0
 .../community}/valkey/__init__.py             |   0
 .../community}/vault/__init__.py              |   0
 .../community}/weaviate/__init__.py           |   0
 .../testcontainers/compose/__init__.py        |   0
 .../testcontainers/compose/compose.py         |   0
 {core => src}/testcontainers/core/__init__.py |   0
 {core => src}/testcontainers/core/auth.py     |   0
 {core => src}/testcontainers/core/config.py   |   0
 .../testcontainers/core/container.py          |   0
 .../testcontainers/core/docker_client.py      |   0
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 {core => src}/testcontainers/core/generic.py  |   0
 {core => src}/testcontainers/core/image.py    |   0
 {core => src}/testcontainers/core/inspect.py  |   0
 {core => src}/testcontainers/core/labels.py   |   0
 {core => src}/testcontainers/core/network.py  |   0
 .../testcontainers/core/transferable.py       |   0
 {core => src}/testcontainers/core/utils.py    |   0
 {core => src}/testcontainers/core/version.py  |   0
 .../testcontainers/core/wait_strategies.py    |   0
 .../testcontainers/core/waiting_utils.py      |   0
 .../testcontainers/socat/__init__.py          |   0
 {core => src}/testcontainers/socat/socat.py   |   0
 .../tests => tests/community}/__init__.py     |   0
 .../community/arangodb}/test_arangodb.py      |   0
 .../community/aws}/lambda_sample/Dockerfile   |   0
 .../aws}/lambda_sample/lambda_function.py     |   0
 .../tests => tests/community/aws}/test_aws.py |   0
 .../samples/network_container/Dockerfile      |   0
 .../network_container/netowrk_container.py    |   0
 .../community/azurite}/test_azurite.py        |   0
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 tests/community/influxdb/__init__.py          |   0
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 tests/core/__init__.py                        |   0
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 335 files changed, 57 insertions(+), 570 deletions(-)
 delete mode 100644 core/tests/test_project_settings.py
 rename modules/arangodb/README.rst => docs/community/arangodb.rst (100%)
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 rename {modules/chroma/tests => tests/community/chroma}/test_chroma.py (100%)
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 create mode 100644 tests/community/influxdb/__init__.py
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 rename {modules/kafka/tests => tests/community/kafka}/test_kafka.py (100%)
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 rename {modules/keycloak/tests => tests/community/keycloak}/test_keycloak.py (100%)
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 rename {modules/mailpit/tests => tests/community/mailpit}/test_mailpit.py (100%)
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 rename {modules/minio/tests => tests/community/minio}/test_minio.py (100%)
 rename {modules/mongodb/tests => tests/community/mongodb}/test_mongodb.py (100%)
 rename {modules/mqtt/tests => tests/community/mqtt}/test_mosquitto.py (100%)
 rename {modules/mssql/tests => tests/community/mssql}/test_mssql.py (100%)
 rename {modules/mysql/tests => tests/community/mysql}/seeds/01-schema.sql (100%)
 rename {modules/mysql/tests => tests/community/mysql}/seeds/02-seeds.sql (100%)
 rename {modules/mysql/tests => tests/community/mysql}/test_mysql.py (100%)
 rename {modules/nats/tests => tests/community/nats}/test_nats.py (100%)
 rename {modules/nats/tests => tests/community/nats}/test_nats_jetstream.py (100%)
 rename {modules/neo4j/tests => tests/community/neo4j}/test_neo4j.py (100%)
 rename {modules/nginx/tests => tests/community/nginx}/test_nginx.py (100%)
 rename {modules/ollama/tests => tests/community/ollama}/test_ollama.py (100%)
 rename {modules/openfga/tests => tests/community/openfga}/test_openfga.py (100%)
 rename {modules/opensearch/tests => tests/community/opensearch}/test_opensearch.py (100%)
 rename {modules/oracle-free/tests => tests/community/oracle-free}/test_oracle.py (100%)
 rename {modules/postgres/tests => tests/community/postgres}/fixtures/postgres_create_example_table.sql (100%)
 rename {modules/postgres/tests => tests/community/postgres}/test_postgres.py (100%)
 rename {modules/qdrant/tests => tests/community/qdrant}/test_config.yaml (100%)
 rename {modules/qdrant/tests => tests/community/qdrant}/test_qdrant.py (100%)
 rename {modules/rabbitmq/tests => tests/community/rabbitmq}/test_rabbitmq.py (100%)
 rename {modules/redis/tests => tests/community/redis}/test_redis.py (100%)
 rename {modules/registry/tests => tests/community/registry}/test_registry.py (100%)
 rename {modules/scylla/tests => tests/community/scylla}/test_scylla.py (100%)
 rename {modules/selenium/tests => tests/community/selenium}/test_selenium.py (100%)
 rename {modules/sftp/tests => tests/community/sftp}/test_sftp.py (100%)
 rename {modules/trino/tests => tests/community/trino}/test_trino.py (100%)
 rename {modules/valkey/tests => tests/community/valkey}/test_valkey.py (100%)
 rename {modules/vault/tests => tests/community/vault}/test_vault.py (100%)
 rename {modules/weaviate/tests => tests/community/weaviate}/test_weaviate.py (100%)
 create mode 100644 tests/core/__init__.py
 rename {core/tests => tests/core}/_local_registry_container.py (100%)
 rename {core/tests => tests/core}/compose_fixtures/basic/docker-compose.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/basic/hello.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/basic_multiple/docker-compose.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/basic_volume/docker-compose.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/port_multiple/compose.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/port_single/compose.yaml (100%)
 rename {core/tests => tests/core}/compose_fixtures/profile_support/compose.yaml (100%)
 rename {core/tests => tests/core}/conftest.py (100%)
 rename {core/tests => tests/core}/image_fixtures/busybox/Dockerfile (100%)
 rename {core/tests => tests/core}/image_fixtures/sample/Dockerfile (100%)
 rename {core/tests => tests/core}/test_auth.py (100%)
 rename {core/tests => tests/core}/test_compose.py (100%)
 rename {core/tests => tests/core}/test_config.py (100%)
 rename {core/tests => tests/core}/test_container.py (100%)
 rename {core/tests => tests/core}/test_core.py (100%)
 rename {core/tests => tests/core}/test_core_ports.py (100%)
 rename {core/tests => tests/core}/test_core_registry.py (100%)
 rename {core/tests => tests/core}/test_docker_client.py (100%)
 rename {core/tests => tests/core}/test_docker_in_docker.py (100%)
 rename {core/tests => tests/core}/test_image.py (100%)
 rename {core/tests => tests/core}/test_inspect.py (100%)
 rename {core/tests => tests/core}/test_labels.py (100%)
 rename {core/tests => tests/core}/test_network.py (100%)
 rename {core/tests => tests/core}/test_new_docker_api.py (100%)
 rename {core/tests => tests/core}/test_protocol_compliance.py (100%)
 rename {core/tests => tests/core}/test_ryuk.py (100%)
 rename {core/tests => tests/core}/test_socat.py (100%)
 rename {core/tests => tests/core}/test_transferable.py (100%)
 rename {core/tests => tests/core}/test_utils.py (100%)
 rename {core/tests => tests/core}/test_version.py (100%)
 rename {core/tests => tests/core}/test_wait_strategies.py (100%)
 rename {core/tests => tests/core}/test_wait_strategies_integration.py (100%)
 rename {core/tests => tests/core}/test_waiting_utils.py (100%)

diff --git a/.readthedocs.yml b/.readthedocs.yml
index 7be4c7729..5747abd36 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -4,7 +4,7 @@
 version: 2
 
 sphinx:
-   configuration: conf.py
+   configuration: docs/conf.py
 
 build:
    os: ubuntu-24.04
diff --git a/Makefile b/Makefile
index 9292a84df..46907cd25 100644
--- a/Makefile
+++ b/Makefile
@@ -44,11 +44,11 @@ mypy-core-report:  ## Generate a report for mypy on the core package
 	uv run mypy --config-file pyproject.toml core | uv run python scripts/mypy_report.py
 
 docs: ## Build the docs for the project
-	uv run --all-extras sphinx-build -nW . docs/_build
+	uv run --all-extras sphinx-build -nW docs docs/_build
 
 # Target to build docs watching for changes as per https://stackoverflow.com/a/21389615
 docs-watch :
-	uv run sphinx-autobuild . docs/_build # requires 'pip install sphinx-autobuild'
+	uv run sphinx-autobuild docs docs/_build # requires 'pip install sphinx-autobuild'
 
 doctests: ${DOCTESTS}  ## Run doctests found across the documentation.
 	uv run --all-extras sphinx-build -b doctest . docs/_build
diff --git a/core/tests/test_project_settings.py b/core/tests/test_project_settings.py
deleted file mode 100644
index 553a9d4e3..000000000
--- a/core/tests/test_project_settings.py
+++ /dev/null
@@ -1,37 +0,0 @@
-"""
-This test contains sanity check for the project settings
-"""
-
-import tomli  # TODO: Migrate to tomllib once we drop 3.10 support
-from pathlib import Path
-from typing import Any, Mapping, Final
-
-import pytest
-
-PROJECT_DIR: Final = Path(__file__).resolve().parent.parent.parent
-
-
-@pytest.fixture
-def pyproject_toml() -> Mapping[str, Any]:
-    with open(PROJECT_DIR / "pyproject.toml", "rb") as f:
-        return tomli.load(f)
-
-
-def test_wheel_dev_parity(pyproject_toml: Mapping[str, Any]) -> None:
-    """
-    The build wheel should contain the same modules like the develop installation
-
-    Because of our special layout we need two hatch settings for this.
-
-    This tests ensures that both lead to the same results.
-    """
-
-    wheel_modules = set(pyproject_toml["tool"]["hatch"]["build"]["targets"]["wheel"]["packages"])
-
-    # src modules create .pth files in site-packages. This folders are added to
-    # sys.path, therefore they need no "testcontainers" part to work.
-    src_modules = {
-        f"{module}/testcontainers"
-        for module in pyproject_toml["tool"]["hatch"]["build"]["targets"]["wheel"]["dev-mode-dirs"]
-    }
-    assert wheel_modules == src_modules
diff --git a/modules/arangodb/README.rst b/docs/community/arangodb.rst
similarity index 100%
rename from modules/arangodb/README.rst
rename to docs/community/arangodb.rst
diff --git a/modules/aws/README.rst b/docs/community/aws.rst
similarity index 100%
rename from modules/aws/README.rst
rename to docs/community/aws.rst
diff --git a/modules/azurite/README.rst b/docs/community/azurite.rst
similarity index 100%
rename from modules/azurite/README.rst
rename to docs/community/azurite.rst
diff --git a/modules/cassandra/README.rst b/docs/community/cassandra.rst
similarity index 100%
rename from modules/cassandra/README.rst
rename to docs/community/cassandra.rst
diff --git a/modules/chroma/README.rst b/docs/community/chroma.rst
similarity index 100%
rename from modules/chroma/README.rst
rename to docs/community/chroma.rst
diff --git a/modules/clickhouse/README.rst b/docs/community/clickhouse.rst
similarity index 100%
rename from modules/clickhouse/README.rst
rename to docs/community/clickhouse.rst
diff --git a/modules/cockroachdb/README.rst b/docs/community/cockroachdb.rst
similarity index 100%
rename from modules/cockroachdb/README.rst
rename to docs/community/cockroachdb.rst
diff --git a/modules/cosmosdb/README.rst b/docs/community/cosmosdb.rst
similarity index 100%
rename from modules/cosmosdb/README.rst
rename to docs/community/cosmosdb.rst
diff --git a/modules/db2/README.rst b/docs/community/db2.rst
similarity index 100%
rename from modules/db2/README.rst
rename to docs/community/db2.rst
diff --git a/modules/elasticsearch/README.rst b/docs/community/elasticsearch.rst
similarity index 100%
rename from modules/elasticsearch/README.rst
rename to docs/community/elasticsearch.rst
diff --git a/modules/generic/README.rst b/docs/community/generic.rst
similarity index 100%
rename from modules/generic/README.rst
rename to docs/community/generic.rst
diff --git a/modules/google/README.rst b/docs/community/google.rst
similarity index 100%
rename from modules/google/README.rst
rename to docs/community/google.rst
diff --git a/modules/influxdb/README.rst b/docs/community/influxdb.rst
similarity index 100%
rename from modules/influxdb/README.rst
rename to docs/community/influxdb.rst
diff --git a/modules/k3s/README.rst b/docs/community/k3s.rst
similarity index 100%
rename from modules/k3s/README.rst
rename to docs/community/k3s.rst
diff --git a/modules/kafka/README.rst b/docs/community/kafka.rst
similarity index 100%
rename from modules/kafka/README.rst
rename to docs/community/kafka.rst
diff --git a/modules/keycloak/README.rst b/docs/community/keycloak.rst
similarity index 100%
rename from modules/keycloak/README.rst
rename to docs/community/keycloak.rst
diff --git a/modules/localstack/README.rst b/docs/community/localstack.rst
similarity index 100%
rename from modules/localstack/README.rst
rename to docs/community/localstack.rst
diff --git a/modules/mailpit/README.rst b/docs/community/mailpit.rst
similarity index 100%
rename from modules/mailpit/README.rst
rename to docs/community/mailpit.rst
diff --git a/modules/memcached/README.rst b/docs/community/memcached.rst
similarity index 100%
rename from modules/memcached/README.rst
rename to docs/community/memcached.rst
diff --git a/modules/milvus/README.rst b/docs/community/milvus.rst
similarity index 100%
rename from modules/milvus/README.rst
rename to docs/community/milvus.rst
diff --git a/modules/minio/README.rst b/docs/community/minio.rst
similarity index 100%
rename from modules/minio/README.rst
rename to docs/community/minio.rst
diff --git a/modules/mongodb/README.rst b/docs/community/mongodb.rst
similarity index 100%
rename from modules/mongodb/README.rst
rename to docs/community/mongodb.rst
diff --git a/modules/mqtt/README.rst b/docs/community/mqtt.rst
similarity index 100%
rename from modules/mqtt/README.rst
rename to docs/community/mqtt.rst
diff --git a/modules/mssql/README.rst b/docs/community/mssql.rst
similarity index 100%
rename from modules/mssql/README.rst
rename to docs/community/mssql.rst
diff --git a/modules/mysql/README.rst b/docs/community/mysql.rst
similarity index 100%
rename from modules/mysql/README.rst
rename to docs/community/mysql.rst
diff --git a/modules/nats/README.rst b/docs/community/nats.rst
similarity index 100%
rename from modules/nats/README.rst
rename to docs/community/nats.rst
diff --git a/modules/neo4j/README.rst b/docs/community/neo4j.rst
similarity index 100%
rename from modules/neo4j/README.rst
rename to docs/community/neo4j.rst
diff --git a/modules/nginx/README.rst b/docs/community/nginx.rst
similarity index 100%
rename from modules/nginx/README.rst
rename to docs/community/nginx.rst
diff --git a/modules/ollama/README.rst b/docs/community/ollama.rst
similarity index 100%
rename from modules/ollama/README.rst
rename to docs/community/ollama.rst
diff --git a/modules/openfga/README.rst b/docs/community/openfga.rst
similarity index 100%
rename from modules/openfga/README.rst
rename to docs/community/openfga.rst
diff --git a/modules/opensearch/README.rst b/docs/community/opensearch.rst
similarity index 100%
rename from modules/opensearch/README.rst
rename to docs/community/opensearch.rst
diff --git a/modules/oracle-free/README.rst b/docs/community/oracle-free.rst
similarity index 100%
rename from modules/oracle-free/README.rst
rename to docs/community/oracle-free.rst
diff --git a/modules/postgres/README.rst b/docs/community/postgres.rst
similarity index 100%
rename from modules/postgres/README.rst
rename to docs/community/postgres.rst
diff --git a/modules/qdrant/README.rst b/docs/community/qdrant.rst
similarity index 100%
rename from modules/qdrant/README.rst
rename to docs/community/qdrant.rst
diff --git a/modules/rabbitmq/README.rst b/docs/community/rabbitmq.rst
similarity index 100%
rename from modules/rabbitmq/README.rst
rename to docs/community/rabbitmq.rst
diff --git a/modules/redis/README.rst b/docs/community/redis.rst
similarity index 100%
rename from modules/redis/README.rst
rename to docs/community/redis.rst
diff --git a/modules/registry/README.rst b/docs/community/registry.rst
similarity index 100%
rename from modules/registry/README.rst
rename to docs/community/registry.rst
diff --git a/modules/scylla/README.rst b/docs/community/scylla.rst
similarity index 100%
rename from modules/scylla/README.rst
rename to docs/community/scylla.rst
diff --git a/modules/selenium/README.rst b/docs/community/selenium.rst
similarity index 100%
rename from modules/selenium/README.rst
rename to docs/community/selenium.rst
diff --git a/modules/sftp/README.rst b/docs/community/sftp.rst
similarity index 100%
rename from modules/sftp/README.rst
rename to docs/community/sftp.rst
diff --git a/modules/trino/README.rst b/docs/community/trino.rst
similarity index 100%
rename from modules/trino/README.rst
rename to docs/community/trino.rst
diff --git a/modules/valkey/README.rst b/docs/community/valkey.rst
similarity index 100%
rename from modules/valkey/README.rst
rename to docs/community/valkey.rst
diff --git a/modules/vault/README.rst b/docs/community/vault.rst
similarity index 100%
rename from modules/vault/README.rst
rename to docs/community/vault.rst
diff --git a/modules/weaviate/README.rst b/docs/community/weaviate.rst
similarity index 100%
rename from modules/weaviate/README.rst
rename to docs/community/weaviate.rst
diff --git a/compose.rst b/docs/compose.rst
similarity index 100%
rename from compose.rst
rename to docs/compose.rst
diff --git a/conf.py b/docs/conf.py
similarity index 100%
rename from conf.py
rename to docs/conf.py
diff --git a/core/README.rst b/docs/core/README.rst
similarity index 100%
rename from core/README.rst
rename to docs/core/README.rst
diff --git a/index.rst b/docs/index.rst
similarity index 99%
rename from index.rst
rename to docs/index.rst
index 0facdd15b..eb7cf40f3 100644
--- a/index.rst
+++ b/docs/index.rst
@@ -17,7 +17,7 @@ testcontainers-python facilitates the use of Docker containers for functional an
 
     core/README
     compose
-    modules/index
+    community/*
 
 Getting Started
 ---------------
diff --git a/docs/modules/arangodb.md b/docs/modules/arangodb.md
index e342c9c9f..7cfe5d9ad 100644
--- a/docs/modules/arangodb.md
+++ b/docs/modules/arangodb.md
@@ -18,7 +18,7 @@ pip install testcontainers[arangodb] python-arango
 
 <!--codeinclude-->
 
-[Creating an ArangoDB container](../../modules/arangodb/example_basic.py)
+[Creating an ArangoDB container](arangodb_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/arangodb/example_basic.py b/docs/modules/arangodb_example.py
similarity index 100%
rename from modules/arangodb/example_basic.py
rename to docs/modules/arangodb_example.py
diff --git a/docs/modules/aws.md b/docs/modules/aws.md
index 8fb1ea412..6983c6975 100644
--- a/docs/modules/aws.md
+++ b/docs/modules/aws.md
@@ -18,6 +18,6 @@ pip install testcontainers[aws] httpx
 
 <!--codeinclude-->
 
-[Creating an AWS container](../../modules/aws/example_basic.py)
+[Creating an AWS container](aws_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/aws/example_basic.py b/docs/modules/aws_example.py
similarity index 100%
rename from modules/aws/example_basic.py
rename to docs/modules/aws_example.py
diff --git a/docs/modules/azurite.md b/docs/modules/azurite.md
index 9acc48730..d6b8fcec8 100644
--- a/docs/modules/azurite.md
+++ b/docs/modules/azurite.md
@@ -18,6 +18,6 @@ pip install testcontainers[azurite] azure-storage-blob
 
 <!--codeinclude-->
 
-[Creating an Azurite container](../../modules/azurite/example_basic.py)
+[Creating an Azurite container](azurite_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/azurite/example_basic.py b/docs/modules/azurite_example.py
similarity index 100%
rename from modules/azurite/example_basic.py
rename to docs/modules/azurite_example.py
diff --git a/docs/modules/cassandra.md b/docs/modules/cassandra.md
index 3250b737f..f903bcb4c 100644
--- a/docs/modules/cassandra.md
+++ b/docs/modules/cassandra.md
@@ -18,6 +18,6 @@ pip install testcontainers[cassandra] cassandra-driver
 
 <!--codeinclude-->
 
-[Creating a Cassandra container](../../modules/cassandra/example_basic.py)
+[Creating a Cassandra container](cassandra_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/cassandra/example_basic.py b/docs/modules/cassandra_example.py
similarity index 100%
rename from modules/cassandra/example_basic.py
rename to docs/modules/cassandra_example.py
diff --git a/docs/modules/chroma.md b/docs/modules/chroma.md
index ae2e45dcf..9df70af03 100644
--- a/docs/modules/chroma.md
+++ b/docs/modules/chroma.md
@@ -18,7 +18,7 @@ pip install testcontainers[chroma] chromadb requests
 
 <!--codeinclude-->
 
-[Creating a Chroma container](../../modules/chroma/example_basic.py)
+[Creating a Chroma container](chroma_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/chroma/example_basic.py b/docs/modules/chroma_example.py
similarity index 100%
rename from modules/chroma/example_basic.py
rename to docs/modules/chroma_example.py
diff --git a/docs/modules/clickhouse.md b/docs/modules/clickhouse.md
index ed86c3f32..f7eb7d31d 100644
--- a/docs/modules/clickhouse.md
+++ b/docs/modules/clickhouse.md
@@ -18,7 +18,7 @@ pip install testcontainers[clickhouse] clickhouse-driver
 
 <!--codeinclude-->
 
-[Creating a ClickHouse container](../../modules/clickhouse/example_basic.py)
+[Creating a ClickHouse container](clickhouse_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/clickhouse/example_basic.py b/docs/modules/clickhouse_example.py
similarity index 100%
rename from modules/clickhouse/example_basic.py
rename to docs/modules/clickhouse_example.py
diff --git a/docs/modules/cockroachdb.md b/docs/modules/cockroachdb.md
index 285ffc92d..2d353290c 100644
--- a/docs/modules/cockroachdb.md
+++ b/docs/modules/cockroachdb.md
@@ -18,7 +18,7 @@ pip install testcontainers[cockroachdb] sqlalchemy psycopg2
 
 <!--codeinclude-->
 
-[Creating a CockroachDB container](../../modules/cockroachdb/example_basic.py)
+[Creating a CockroachDB container](cockroachdb_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/cockroachdb/example_basic.py b/docs/modules/cockroachdb_example.py
similarity index 100%
rename from modules/cockroachdb/example_basic.py
rename to docs/modules/cockroachdb_example.py
diff --git a/docs/modules/cosmosdb.md b/docs/modules/cosmosdb.md
index 3aadbe6b3..9c9aa494c 100644
--- a/docs/modules/cosmosdb.md
+++ b/docs/modules/cosmosdb.md
@@ -18,7 +18,7 @@ pip install testcontainers[cosmosdb] pymongo azure-cosmos
 
 <!--codeinclude-->
 
-[Creating a CosmosDB container](../../modules/cosmosdb/example_basic.py)
+[Creating a CosmosDB container](cosmosdb_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/cosmosdb/example_basic.py b/docs/modules/cosmosdb_example.py
similarity index 100%
rename from modules/cosmosdb/example_basic.py
rename to docs/modules/cosmosdb_example.py
diff --git a/docs/modules/db2.md b/docs/modules/db2.md
index 59b6a4493..c744fc9e4 100644
--- a/docs/modules/db2.md
+++ b/docs/modules/db2.md
@@ -18,7 +18,7 @@ pip install testcontainers[db2] sqlalchemy ibm-db
 
 <!--codeinclude-->
 
-[Creating a DB2 container](../../modules/db2/example_basic.py)
+[Creating a DB2 container](db2_example.py)
 
 <!--/codeinclude-->
 
diff --git a/modules/db2/example_basic.py b/docs/modules/db2_example.py
similarity index 100%
rename from modules/db2/example_basic.py
rename to docs/modules/db2_example.py
diff --git a/docs/modules/elasticsearch.md b/docs/modules/elasticsearch.md
index e95e3beb5..1ba554520 100644
--- a/docs/modules/elasticsearch.md
+++ b/docs/modules/elasticsearch.md
@@ -18,6 +18,6 @@ pip install testcontainers[elasticsearch]
 
 <!--codeinclude-->
 
-[Creating an Elasticsearch container](../../modules/elasticsearch/example_basic.py)
+[Creating an Elasticsearch container](elasticsearch_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/elasticsearch/example_basic.py b/docs/modules/elasticsearch_example.py
similarity index 100%
rename from modules/elasticsearch/example_basic.py
rename to docs/modules/elasticsearch_example.py
diff --git a/docs/modules/generic.md b/docs/modules/generic.md
index 87d1209b7..ab2af61c0 100644
--- a/docs/modules/generic.md
+++ b/docs/modules/generic.md
@@ -18,6 +18,6 @@ pip install testcontainers[generic]
 
 <!--codeinclude-->
 
-[Creating a Generic container](../../modules/generic/example_basic.py)
+[Creating a Generic container](generic_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/generic/example_basic.py b/docs/modules/generic_example.py
similarity index 100%
rename from modules/generic/example_basic.py
rename to docs/modules/generic_example.py
diff --git a/docs/modules/google.md b/docs/modules/google.md
index f228e6c99..488034a2a 100644
--- a/docs/modules/google.md
+++ b/docs/modules/google.md
@@ -18,6 +18,6 @@ pip install testcontainers[google] google-cloud-datastore google-cloud-pubsub
 
 <!--codeinclude-->
 
-[Creating a Google container](../../modules/google/example_basic.py)
+[Creating a Google container](google_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/google/example_basic.py b/docs/modules/google_example.py
similarity index 100%
rename from modules/google/example_basic.py
rename to docs/modules/google_example.py
diff --git a/docs/modules/influxdb.md b/docs/modules/influxdb.md
index 9541db7a4..adba0da92 100644
--- a/docs/modules/influxdb.md
+++ b/docs/modules/influxdb.md
@@ -22,6 +22,6 @@ pip install testcontainers[influxdb] influxdb-client
 
 <!--codeinclude-->
 
-[Creating an InfluxDB container](../../modules/influxdb/example_basic.py)
+[Creating an InfluxDB container](influxdb_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/influxdb/example_basic.py b/docs/modules/influxdb_example.py
similarity index 100%
rename from modules/influxdb/example_basic.py
rename to docs/modules/influxdb_example.py
diff --git a/docs/modules/k3s.md b/docs/modules/k3s.md
index 66d26d0fc..638c7a5f7 100644
--- a/docs/modules/k3s.md
+++ b/docs/modules/k3s.md
@@ -18,6 +18,6 @@ pip install testcontainers[k3s] kubernetes pyyaml
 
 <!--codeinclude-->
 
-[Creating a K3s container](../../modules/k3s/example_basic.py)
+[Creating a K3s container](k3s_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/k3s/example_basic.py b/docs/modules/k3s_example.py
similarity index 100%
rename from modules/k3s/example_basic.py
rename to docs/modules/k3s_example.py
diff --git a/docs/modules/kafka.md b/docs/modules/kafka.md
index 3a206bb3d..202678447 100644
--- a/docs/modules/kafka.md
+++ b/docs/modules/kafka.md
@@ -18,6 +18,6 @@ pip install testcontainers[kafka]
 
 <!--codeinclude-->
 
-[Creating a Kafka container](../../modules/kafka/example_basic.py)
+[Creating a Kafka container](kafka_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/kafka/example_basic.py b/docs/modules/kafka_example.py
similarity index 100%
rename from modules/kafka/example_basic.py
rename to docs/modules/kafka_example.py
diff --git a/docs/modules/keycloak.md b/docs/modules/keycloak.md
index 98b638380..5be9ea0d7 100644
--- a/docs/modules/keycloak.md
+++ b/docs/modules/keycloak.md
@@ -18,6 +18,6 @@ pip install testcontainers[keycloak] python-keycloak requests
 
 <!--codeinclude-->
 
-[Creating a Keycloak container](../../modules/keycloak/example_basic.py)
+[Creating a Keycloak container](keycloak_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/keycloak/example_basic.py b/docs/modules/keycloak_example.py
similarity index 100%
rename from modules/keycloak/example_basic.py
rename to docs/modules/keycloak_example.py
diff --git a/docs/modules/localstack.md b/docs/modules/localstack.md
index 6c67d6696..72ded42fc 100644
--- a/docs/modules/localstack.md
+++ b/docs/modules/localstack.md
@@ -18,6 +18,6 @@ pip install testcontainers[localstack] boto3
 
 <!--codeinclude-->
 
-[Creating a LocalStack container](../../modules/localstack/example_basic.py)
+[Creating a LocalStack container](localstack_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/localstack/example_basic.py b/docs/modules/localstack_example.py
similarity index 100%
rename from modules/localstack/example_basic.py
rename to docs/modules/localstack_example.py
diff --git a/docs/modules/mailpit.md b/docs/modules/mailpit.md
index ca7d49364..78ceb2991 100644
--- a/docs/modules/mailpit.md
+++ b/docs/modules/mailpit.md
@@ -18,6 +18,6 @@ pip install testcontainers[mailpit] cryptography
 
 <!--codeinclude-->
 
-[Creating a Mailpit container](../../modules/mailpit/example_basic.py)
+[Creating a Mailpit container](mailpit_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/mailpit/example_basic.py b/docs/modules/mailpit_example.py
similarity index 100%
rename from modules/mailpit/example_basic.py
rename to docs/modules/mailpit_example.py
diff --git a/docs/modules/memcached.md b/docs/modules/memcached.md
index 5d18fafc0..026ae9876 100644
--- a/docs/modules/memcached.md
+++ b/docs/modules/memcached.md
@@ -18,6 +18,6 @@ pip install testcontainers[memcached] pymemcache
 
 <!--codeinclude-->
 
-[Creating a Memcached container](../../modules/memcached/example_basic.py)
+[Creating a Memcached container](memcached_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/memcached/example_basic.py b/docs/modules/memcached_example.py
similarity index 100%
rename from modules/memcached/example_basic.py
rename to docs/modules/memcached_example.py
diff --git a/docs/modules/milvus.md b/docs/modules/milvus.md
index 9c7beda6d..9cfbddbc3 100644
--- a/docs/modules/milvus.md
+++ b/docs/modules/milvus.md
@@ -18,6 +18,6 @@ pip install testcontainers[milvus] requests
 
 <!--codeinclude-->
 
-[Creating a Milvus container](../../modules/milvus/example_basic.py)
+[Creating a Milvus container](milvus_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/milvus/example_basic.py b/docs/modules/milvus_example.py
similarity index 100%
rename from modules/milvus/example_basic.py
rename to docs/modules/milvus_example.py
diff --git a/docs/modules/minio.md b/docs/modules/minio.md
index 15ea1b6ef..414763a62 100644
--- a/docs/modules/minio.md
+++ b/docs/modules/minio.md
@@ -18,6 +18,6 @@ pip install testcontainers[minio] minio requests
 
 <!--codeinclude-->
 
-[Creating a MinIO container](../../modules/minio/example_basic.py)
+[Creating a MinIO container](minio_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/minio/example_basic.py b/docs/modules/minio_example.py
similarity index 100%
rename from modules/minio/example_basic.py
rename to docs/modules/minio_example.py
diff --git a/docs/modules/mongodb.md b/docs/modules/mongodb.md
index 0c2d2d75d..1b19ba2ec 100644
--- a/docs/modules/mongodb.md
+++ b/docs/modules/mongodb.md
@@ -18,6 +18,6 @@ pip install testcontainers[mongodb] pymongo
 
 <!--codeinclude-->
 
-[Creating a MongoDB container](../../modules/mongodb/example_basic.py)
+[Creating a MongoDB container](mongodb_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/mongodb/example_basic.py b/docs/modules/mongodb_example.py
similarity index 100%
rename from modules/mongodb/example_basic.py
rename to docs/modules/mongodb_example.py
diff --git a/docs/modules/mqtt.md b/docs/modules/mqtt.md
index c290532fd..2ed7c9d92 100644
--- a/docs/modules/mqtt.md
+++ b/docs/modules/mqtt.md
@@ -18,6 +18,6 @@ pip install testcontainers[mqtt] paho-mqtt
 
 <!--codeinclude-->
 
-[Creating an MQTT container](../../modules/mqtt/example_basic.py)
+[Creating an MQTT container](mqtt_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/mqtt/example_basic.py b/docs/modules/mqtt_example.py
similarity index 100%
rename from modules/mqtt/example_basic.py
rename to docs/modules/mqtt_example.py
diff --git a/docs/modules/mssql.md b/docs/modules/mssql.md
index effac8c75..7b806774c 100644
--- a/docs/modules/mssql.md
+++ b/docs/modules/mssql.md
@@ -18,6 +18,6 @@ pip install testcontainers[mssql] pymssql
 
 <!--codeinclude-->
 
-[Creating an MSSQL container](../../modules/mssql/example_basic.py)
+[Creating an MSSQL container](mssql_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/mssql/example_basic.py b/docs/modules/mssql_example.py
similarity index 100%
rename from modules/mssql/example_basic.py
rename to docs/modules/mssql_example.py
diff --git a/docs/modules/mysql.md b/docs/modules/mysql.md
index e3ca18ae7..993f8c850 100644
--- a/docs/modules/mysql.md
+++ b/docs/modules/mysql.md
@@ -18,6 +18,6 @@ pip install testcontainers[mysql] sqlalchemy pymysql
 
 <!--codeinclude-->
 
-[Creating a MySQL container](../../modules/mysql/example_basic.py)
+[Creating a MySQL container](mysql_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/mysql/example_basic.py b/docs/modules/mysql_example.py
similarity index 100%
rename from modules/mysql/example_basic.py
rename to docs/modules/mysql_example.py
diff --git a/docs/modules/nats.md b/docs/modules/nats.md
index e3616e490..927639213 100644
--- a/docs/modules/nats.md
+++ b/docs/modules/nats.md
@@ -18,6 +18,6 @@ pip install testcontainers[nats] nats-py
 
 <!--codeinclude-->
 
-[Creating a NATS container](../../modules/nats/example_basic.py)
+[Creating a NATS container](nats_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/nats/example_basic.py b/docs/modules/nats_example.py
similarity index 100%
rename from modules/nats/example_basic.py
rename to docs/modules/nats_example.py
diff --git a/docs/modules/neo4j.md b/docs/modules/neo4j.md
index 047dd1de3..971ade75f 100644
--- a/docs/modules/neo4j.md
+++ b/docs/modules/neo4j.md
@@ -18,6 +18,6 @@ pip install testcontainers[neo4j] neo4j
 
 <!--codeinclude-->
 
-[Creating a Neo4j container](../../modules/neo4j/example_basic.py)
+[Creating a Neo4j container](neo4j_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/neo4j/example_basic.py b/docs/modules/neo4j_example.py
similarity index 100%
rename from modules/neo4j/example_basic.py
rename to docs/modules/neo4j_example.py
diff --git a/docs/modules/nginx.md b/docs/modules/nginx.md
index 6781c1a88..2c2645c53 100644
--- a/docs/modules/nginx.md
+++ b/docs/modules/nginx.md
@@ -18,6 +18,6 @@ pip install testcontainers[nginx]
 
 <!--codeinclude-->
 
-[Creating a Nginx container](../../modules/nginx/example_basic.py)
+[Creating a Nginx container](nginx_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/nginx/example_basic.py b/docs/modules/nginx_example.py
similarity index 100%
rename from modules/nginx/example_basic.py
rename to docs/modules/nginx_example.py
diff --git a/docs/modules/ollama.md b/docs/modules/ollama.md
index c9db6e14f..0a92fa34d 100644
--- a/docs/modules/ollama.md
+++ b/docs/modules/ollama.md
@@ -18,6 +18,6 @@ pip install testcontainers[ollama] requests
 
 <!--codeinclude-->
 
-[Creating an Ollama container](../../modules/ollama/example_basic.py)
+[Creating an Ollama container](ollama_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/ollama/example_basic.py b/docs/modules/ollama_example.py
similarity index 100%
rename from modules/ollama/example_basic.py
rename to docs/modules/ollama_example.py
diff --git a/docs/modules/opensearch.md b/docs/modules/opensearch.md
index d57ee45a7..a9931b4aa 100644
--- a/docs/modules/opensearch.md
+++ b/docs/modules/opensearch.md
@@ -18,6 +18,6 @@ pip install testcontainers[opensearch] opensearch-py
 
 <!--codeinclude-->
 
-[Creating an OpenSearch container](../../modules/opensearch/example_basic.py)
+[Creating an OpenSearch container](opensearch_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/azurite/testcontainers/azurite/py.typed b/docs/modules/opensearch_example.py
similarity index 100%
rename from modules/azurite/testcontainers/azurite/py.typed
rename to docs/modules/opensearch_example.py
diff --git a/docs/modules/oracle-free.md b/docs/modules/oracle-free.md
index a0b68d18d..87e5e9b84 100644
--- a/docs/modules/oracle-free.md
+++ b/docs/modules/oracle-free.md
@@ -18,6 +18,6 @@ pip install testcontainers[oracle-free]
 
 <!--codeinclude-->
 
-[Creating an Oracle Free container](../../modules/oracle-free/example_basic.py)
+[Creating an Oracle Free container](oracle-free_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/oracle-free/example_basic.py b/docs/modules/oracle-free_example.py
similarity index 100%
rename from modules/oracle-free/example_basic.py
rename to docs/modules/oracle-free_example.py
diff --git a/docs/modules/postgres.md b/docs/modules/postgres.md
index 4b381753f..9d6769af8 100644
--- a/docs/modules/postgres.md
+++ b/docs/modules/postgres.md
@@ -18,6 +18,6 @@ pip install testcontainers[postgres] sqlalchemy psycopg2
 
 <!--codeinclude-->
 
-[Creating a PostgreSQL container](../../modules/postgres/example_basic.py)
+[Creating a PostgreSQL container](postgres_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/postgres/example_basic.py b/docs/modules/postgres_example.py
similarity index 100%
rename from modules/postgres/example_basic.py
rename to docs/modules/postgres_example.py
diff --git a/docs/modules/qdrant.md b/docs/modules/qdrant.md
index c4eb7310f..2d53146ba 100644
--- a/docs/modules/qdrant.md
+++ b/docs/modules/qdrant.md
@@ -18,6 +18,6 @@ pip install testcontainers[qdrant]
 
 <!--codeinclude-->
 
-[Creating a Qdrant container](../../modules/qdrant/example_basic.py)
+[Creating a Qdrant container](qdrant_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/qdrant/example_basic.py b/docs/modules/qdrant_example.py
similarity index 100%
rename from modules/qdrant/example_basic.py
rename to docs/modules/qdrant_example.py
diff --git a/docs/modules/rabbitmq.md b/docs/modules/rabbitmq.md
index 850b2739f..ec754d984 100644
--- a/docs/modules/rabbitmq.md
+++ b/docs/modules/rabbitmq.md
@@ -18,6 +18,6 @@ pip install testcontainers[rabbitmq] pika
 
 <!--codeinclude-->
 
-[Creating a RabbitMQ container](../../modules/rabbitmq/example_basic.py)
+[Creating a RabbitMQ container](rabbitmq_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/rabbitmq/example_basic.py b/docs/modules/rabbitmq_example.py
similarity index 100%
rename from modules/rabbitmq/example_basic.py
rename to docs/modules/rabbitmq_example.py
diff --git a/docs/modules/redis.md b/docs/modules/redis.md
index 16f8566e2..aced9cbdf 100644
--- a/docs/modules/redis.md
+++ b/docs/modules/redis.md
@@ -18,6 +18,6 @@ pip install testcontainers[redis] redis
 
 <!--codeinclude-->
 
-[Creating a Redis container](../../modules/redis/example_basic.py)
+[Creating a Redis container](redis_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/redis/example_basic.py b/docs/modules/redis_example.py
similarity index 100%
rename from modules/redis/example_basic.py
rename to docs/modules/redis_example.py
diff --git a/docs/modules/registry.md b/docs/modules/registry.md
index b00380d8c..cc160b91c 100644
--- a/docs/modules/registry.md
+++ b/docs/modules/registry.md
@@ -18,6 +18,6 @@ pip install testcontainers[registry]
 
 <!--codeinclude-->
 
-[Creating a Registry container](../../modules/registry/example_basic.py)
+[Creating a Registry container](registry_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/registry/example_basic.py b/docs/modules/registry_example.py
similarity index 100%
rename from modules/registry/example_basic.py
rename to docs/modules/registry_example.py
diff --git a/docs/modules/scylla.md b/docs/modules/scylla.md
index c1001a425..48fbfff6c 100644
--- a/docs/modules/scylla.md
+++ b/docs/modules/scylla.md
@@ -18,6 +18,6 @@ pip install testcontainers[scylla]
 
 <!--codeinclude-->
 
-[Creating a Scylla container](../../modules/scylla/example_basic.py)
+[Creating a Scylla container](scylla_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/scylla/example_basic.py b/docs/modules/scylla_example.py
similarity index 100%
rename from modules/scylla/example_basic.py
rename to docs/modules/scylla_example.py
diff --git a/docs/modules/selenium.md b/docs/modules/selenium.md
index 68b6174a7..9d07effb4 100644
--- a/docs/modules/selenium.md
+++ b/docs/modules/selenium.md
@@ -18,6 +18,6 @@ pip install testcontainers[selenium] selenium urllib3
 
 <!--codeinclude-->
 
-[Creating a Selenium container](../../modules/selenium/example_basic.py)
+[Creating a Selenium container](selenium_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/selenium/example_basic.py b/docs/modules/selenium_example.py
similarity index 100%
rename from modules/selenium/example_basic.py
rename to docs/modules/selenium_example.py
diff --git a/docs/modules/sftp.md b/docs/modules/sftp.md
index 8fe7ecc5c..cbe1b3f99 100644
--- a/docs/modules/sftp.md
+++ b/docs/modules/sftp.md
@@ -18,6 +18,6 @@ pip install testcontainers[sftp] paramiko cryptography
 
 <!--codeinclude-->
 
-[Creating an SFTP container](../../modules/sftp/example_basic.py)
+[Creating an SFTP container](sftp_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/sftp/example_basic.py b/docs/modules/sftp_example.py
similarity index 100%
rename from modules/sftp/example_basic.py
rename to docs/modules/sftp_example.py
diff --git a/docs/modules/test_module_import.md b/docs/modules/test_module_import.md
deleted file mode 100644
index ed5472756..000000000
--- a/docs/modules/test_module_import.md
+++ /dev/null
@@ -1,100 +0,0 @@
-# Test Module Import
-
-Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.7.0"><span class="tc-version">:material-tag: v4.7.0</span></a>
-
-## Introduction
-
-The Testcontainers module for testing Python module imports and package management. This module provides a containerized environment for testing various aspects of Python module imports, including:
-
-- Basic module and package imports
-- Module reloading
-- Version-specific imports
-- Dependencies and environment variables
-- Advanced features like custom loaders and namespace packages
-
-## Adding this module to your project dependencies
-
-Please run the following command to add the Test Module Import module to your python dependencies:
-
-```
-pip install testcontainers[test_module_import]
-```
-
-## Usage examples
-
-The module provides several examples demonstrating different use cases:
-
-### Basic Module Imports
-
-This example demonstrates the fundamental capabilities of the TestModuleImportContainer:
-
-- Importing a basic Python module and accessing its attributes
-- Importing and using submodules
-- Importing and working with packages
-- Proper cleanup of imported modules
-
-<!--codeinclude-->
-
-[Basic module imports](../../modules/test_module_import/examples/01_basic_import.py)
-
-<!--/codeinclude-->
-
-### Module Reloading
-
-This example shows how to work with module reloading functionality:
-
-- Importing a module and accessing its initial state
-- Reloading the module to pick up changes
-- Handling reloading errors gracefully
-- Managing module state during reloads
-
-<!--codeinclude-->
-
-[Module reloading](../../modules/test_module_import/examples/02_module_reloading.py)
-
-<!--/codeinclude-->
-
-### Version-Specific Imports
-
-This example demonstrates handling version-specific module imports:
-
-- Importing specific versions of modules
-- Managing version compatibility
-- Accessing and verifying version information
-- Working with version-specific features
-
-<!--codeinclude-->
-
-[Version-specific imports](../../modules/test_module_import/examples/03_version_specific.py)
-
-<!--/codeinclude-->
-
-### Dependencies and Environment Variables
-
-This example shows how to handle module dependencies and environment requirements:
-
-- Importing modules with external dependencies
-- Managing required dependency versions
-- Setting up and accessing environment variables
-- Handling environment-specific configurations
-
-<!--codeinclude-->
-
-[Dependencies and environment variables](../../modules/test_module_import/examples/04_dependencies_and_env.py)
-
-<!--/codeinclude-->
-
-### Advanced Features
-
-This example demonstrates advanced module import capabilities:
-
-- Using custom module loaders for specialized import scenarios
-- Working with namespace packages
-- Managing entry points
-- Handling complex module configurations
-
-<!--codeinclude-->
-
-[Advanced features](../../modules/test_module_import/examples/05_advanced_features.py)
-
-<!--/codeinclude-->
diff --git a/docs/modules/trino.md b/docs/modules/trino.md
index 3ceda1445..89d724809 100644
--- a/docs/modules/trino.md
+++ b/docs/modules/trino.md
@@ -18,6 +18,6 @@ pip install testcontainers[trino] trino
 
 <!--codeinclude-->
 
-[Creating a Trino container](../../modules/trino/example_basic.py)
+[Creating a Trino container](trino_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/trino/example_basic.py b/docs/modules/trino_example.py
similarity index 100%
rename from modules/trino/example_basic.py
rename to docs/modules/trino_example.py
diff --git a/docs/modules/valkey.md b/docs/modules/valkey.md
index d71182fac..db45a7fcb 100644
--- a/docs/modules/valkey.md
+++ b/docs/modules/valkey.md
@@ -18,6 +18,6 @@ pip install testcontainers[valkey]
 
 <!--codeinclude-->
 
-[Creating a Valkey container](../../modules/valkey/example_basic.py)
+[Creating a Valkey container](valkey_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/valkey/example_basic.py b/docs/modules/valkey_example.py
similarity index 100%
rename from modules/valkey/example_basic.py
rename to docs/modules/valkey_example.py
diff --git a/docs/modules/vault.md b/docs/modules/vault.md
index 7dc4d1260..139c88af4 100644
--- a/docs/modules/vault.md
+++ b/docs/modules/vault.md
@@ -18,6 +18,6 @@ pip install testcontainers[vault] hvac
 
 <!--codeinclude-->
 
-[Creating a Vault container](../../modules/vault/example_basic.py)
+[Creating a Vault container](vault_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/vault/example_basic.py b/docs/modules/vault_example.py
similarity index 100%
rename from modules/vault/example_basic.py
rename to docs/modules/vault_example.py
diff --git a/docs/modules/weaviate.md b/docs/modules/weaviate.md
index 90fec975a..83ae7e22f 100644
--- a/docs/modules/weaviate.md
+++ b/docs/modules/weaviate.md
@@ -18,6 +18,6 @@ pip install testcontainers[weaviate] weaviate-client
 
 <!--codeinclude-->
 
-[Creating a Weaviate container](../../modules/weaviate/example_basic.py)
+[Creating a Weaviate container](weaviate_example.py)
 
 <!--/codeinclude-->
diff --git a/modules/weaviate/example_basic.py b/docs/modules/weaviate_example.py
similarity index 100%
rename from modules/weaviate/example_basic.py
rename to docs/modules/weaviate_example.py
diff --git a/modules/test_module_import/README.rst b/modules/test_module_import/README.rst
deleted file mode 100644
index 3d2e7543a..000000000
--- a/modules/test_module_import/README.rst
+++ /dev/null
@@ -1,2 +0,0 @@
-.. autoclass:: testcontainers.test_module_import.NewSubModuleContainer
-.. title:: testcontainers.test_module_import.NewSubModuleContainer
diff --git a/modules/test_module_import/examples/01_basic_import.py b/modules/test_module_import/examples/01_basic_import.py
deleted file mode 100644
index 9068c9944..000000000
--- a/modules/test_module_import/examples/01_basic_import.py
+++ /dev/null
@@ -1,58 +0,0 @@
-import sys
-from pathlib import Path
-
-from testcontainers.test_module_import import TestModuleImportContainer
-
-
-def test_module_import():
-    try:
-        import test_module
-
-        print("\nSuccessfully imported test_module")
-        print(f"Module version: {test_module.__version__}")
-        print(f"Module description: {test_module.__description__}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module: {e}")
-
-
-def test_submodule_import():
-    try:
-        from test_module import submodule
-
-        print("\nSuccessfully imported test_module.submodule")
-        print(f"Submodule function result: {submodule.test_function()}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module.submodule: {e}")
-
-
-def test_package_import():
-    try:
-        import test_package
-
-        print("\nSuccessfully imported test_package")
-        print(f"Package version: {test_package.__version__}")
-    except ImportError as e:
-        print(f"\nFailed to import test_package: {e}")
-
-
-def basic_example():
-    with TestModuleImportContainer():
-        # Add test module to Python path
-        sys.path.append(str(Path(__file__).parent))
-        print("Added test module to Python path")
-
-        # Test various imports
-        test_module_import()
-        test_submodule_import()
-        test_package_import()
-
-        # Clean up
-        if "test_module" in sys.modules:
-            del sys.modules["test_module"]
-        if "test_package" in sys.modules:
-            del sys.modules["test_package"]
-        print("\nCleaned up imported modules")
-
-
-if __name__ == "__main__":
-    basic_example()
diff --git a/modules/test_module_import/examples/02_module_reloading.py b/modules/test_module_import/examples/02_module_reloading.py
deleted file mode 100644
index 4e05ff8bd..000000000
--- a/modules/test_module_import/examples/02_module_reloading.py
+++ /dev/null
@@ -1,41 +0,0 @@
-import importlib
-import sys
-from pathlib import Path
-
-from testcontainers.test_module_import import TestModuleImportContainer
-
-
-def test_module_reloading():
-    try:
-        import test_module
-
-        print("\nSuccessfully imported test_module")
-        print(f"Initial version: {test_module.__version__}")
-
-        # Simulate module changes by reloading
-        importlib.reload(test_module)
-        print("\nSuccessfully reloaded test_module")
-        print(f"Updated version: {test_module.__version__}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module: {e}")
-    except NameError:
-        print("\nCould not reload test_module (not imported)")
-
-
-def reloading_example():
-    with TestModuleImportContainer():
-        # Add test module to Python path
-        sys.path.append(str(Path(__file__).parent))
-        print("Added test module to Python path")
-
-        # Test module reloading
-        test_module_reloading()
-
-        # Clean up
-        if "test_module" in sys.modules:
-            del sys.modules["test_module"]
-        print("\nCleaned up imported modules")
-
-
-if __name__ == "__main__":
-    reloading_example()
diff --git a/modules/test_module_import/examples/03_version_specific.py b/modules/test_module_import/examples/03_version_specific.py
deleted file mode 100644
index b24a6b47e..000000000
--- a/modules/test_module_import/examples/03_version_specific.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import sys
-from pathlib import Path
-
-from testcontainers.test_module_import import TestModuleImportContainer
-
-
-def test_version_import():
-    try:
-        import test_module_v2
-
-        print("\nSuccessfully imported test_module_v2")
-        print(f"Module version: {test_module_v2.__version__}")
-        print(f"Module features: {test_module_v2.FEATURES}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module_v2: {e}")
-
-
-def version_example():
-    with TestModuleImportContainer():
-        # Add test module to Python path
-        sys.path.append(str(Path(__file__).parent))
-        print("Added test module to Python path")
-
-        # Test version-specific imports
-        test_version_import()
-
-        # Clean up
-        if "test_module_v2" in sys.modules:
-            del sys.modules["test_module_v2"]
-        print("\nCleaned up imported modules")
-
-
-if __name__ == "__main__":
-    version_example()
diff --git a/modules/test_module_import/examples/04_dependencies_and_env.py b/modules/test_module_import/examples/04_dependencies_and_env.py
deleted file mode 100644
index de49fc55b..000000000
--- a/modules/test_module_import/examples/04_dependencies_and_env.py
+++ /dev/null
@@ -1,48 +0,0 @@
-import sys
-from pathlib import Path
-
-from testcontainers.test_module_import import TestModuleImportContainer
-
-
-def test_deps_import():
-    try:
-        import test_module_with_deps
-
-        print("\nSuccessfully imported test_module_with_deps")
-        print(f"Dependencies: {test_module_with_deps.DEPENDENCIES}")
-        print(f"Required versions: {test_module_with_deps.REQUIRED_VERSIONS}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module_with_deps: {e}")
-
-
-def test_env_import():
-    try:
-        import test_module_with_env
-
-        print("\nSuccessfully imported test_module_with_env")
-        print(f"Environment variables: {test_module_with_env.ENV_VARS}")
-        print(f"Environment values: {test_module_with_env.ENV_VALUES}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module_with_env: {e}")
-
-
-def deps_and_env_example():
-    with TestModuleImportContainer():
-        # Add test module to Python path
-        sys.path.append(str(Path(__file__).parent))
-        print("Added test module to Python path")
-
-        # Test dependencies and environment imports
-        test_deps_import()
-        test_env_import()
-
-        # Clean up
-        if "test_module_with_deps" in sys.modules:
-            del sys.modules["test_module_with_deps"]
-        if "test_module_with_env" in sys.modules:
-            del sys.modules["test_module_with_env"]
-        print("\nCleaned up imported modules")
-
-
-if __name__ == "__main__":
-    deps_and_env_example()
diff --git a/modules/test_module_import/examples/05_advanced_features.py b/modules/test_module_import/examples/05_advanced_features.py
deleted file mode 100644
index 45c24faa8..000000000
--- a/modules/test_module_import/examples/05_advanced_features.py
+++ /dev/null
@@ -1,59 +0,0 @@
-import sys
-from pathlib import Path
-
-from testcontainers.test_module_import import TestModuleImportContainer
-
-
-def test_custom_loader_import():
-    try:
-        import test_module_custom_loader
-
-        print("\nSuccessfully imported test_module_custom_loader")
-        print(f"Loader type: {test_module_custom_loader.LOADER_TYPE}")
-        print(f"Loader configuration: {test_module_custom_loader.LOADER_CONFIG}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module_custom_loader: {e}")
-
-
-def test_namespace_import():
-    try:
-        import test_namespace_package
-
-        print("\nSuccessfully imported test_namespace_package")
-        print(f"Namespace: {test_namespace_package.__namespace__}")
-        print(f"Available subpackages: {test_namespace_package.SUBPACKAGES}")
-    except ImportError as e:
-        print(f"\nFailed to import test_namespace_package: {e}")
-
-
-def test_entry_points_import():
-    try:
-        import test_module_with_entry_points
-
-        print("\nSuccessfully imported test_module_with_entry_points")
-        print(f"Entry points: {test_module_with_entry_points.ENTRY_POINTS}")
-        print(f"Entry point groups: {test_module_with_entry_points.ENTRY_POINT_GROUPS}")
-    except ImportError as e:
-        print(f"\nFailed to import test_module_with_entry_points: {e}")
-
-
-def advanced_features_example():
-    with TestModuleImportContainer():
-        # Add test module to Python path
-        sys.path.append(str(Path(__file__).parent))
-        print("Added test module to Python path")
-
-        # Test advanced features
-        test_custom_loader_import()
-        test_namespace_import()
-        test_entry_points_import()
-
-        # Clean up
-        for module in ["test_module_custom_loader", "test_namespace_package", "test_module_with_entry_points"]:
-            if module in sys.modules:
-                del sys.modules[module]
-        print("\nCleaned up imported modules")
-
-
-if __name__ == "__main__":
-    advanced_features_example()
diff --git a/modules/test_module_import/testcontainers/test_module_import/__init__.py b/modules/test_module_import/testcontainers/test_module_import/__init__.py
deleted file mode 100644
index 74074699e..000000000
--- a/modules/test_module_import/testcontainers/test_module_import/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-from .new_sub_module import NewSubModuleContainer  # noqa: F401
diff --git a/modules/test_module_import/testcontainers/test_module_import/new_sub_module.py b/modules/test_module_import/testcontainers/test_module_import/new_sub_module.py
deleted file mode 100644
index 6f25d2777..000000000
--- a/modules/test_module_import/testcontainers/test_module_import/new_sub_module.py
+++ /dev/null
@@ -1,27 +0,0 @@
-from testcontainers.generic.server import ServerContainer
-
-
-class NewSubModuleContainer(ServerContainer):
-    """
-    This class is a mock container for testing purposes. It is used to test importing from other modules.
-
-    .. doctest::
-
-        >>> import httpx
-        >>> from testcontainers.core.image import DockerImage
-        >>> from testcontainers.test_module_import import NewSubModuleContainer
-
-        >>> with DockerImage(path="./modules/generic/tests/samples/python_server", tag="test-new-mod:latest") as image:
-        ...     with NewSubModuleContainer(port=9000, image=image) as new_mod:
-        ...         url = new_mod._create_connection_url()
-        ...         response = httpx.get(f"{url}", timeout=5)
-        ...         assert response.status_code == 200, "Response status code is not 200"
-        ...         assert new_mod.additional_capability() == "NewSubModuleContainer"
-
-    """
-
-    def __init__(self, port: int, image: str) -> None:
-        super().__init__(port, image)
-
-    def additional_capability(self) -> str:
-        return "NewSubModuleContainer"
diff --git a/modules/test_module_import/tests/test_mock_one.py b/modules/test_module_import/tests/test_mock_one.py
deleted file mode 100644
index 915c95b11..000000000
--- a/modules/test_module_import/tests/test_mock_one.py
+++ /dev/null
@@ -1,14 +0,0 @@
-import httpx
-
-from testcontainers.core.waiting_utils import wait_for_logs
-from testcontainers.core.image import DockerImage
-from testcontainers.test_module_import import NewSubModuleContainer
-
-
-def test_like_doctest():
-    with DockerImage(path="./modules/generic/tests/samples/python_server", tag="test-new-mod:latest") as image:
-        with NewSubModuleContainer(port=9000, image=image) as new_mod:
-            url = new_mod._create_connection_url()
-            response = httpx.get(f"{url}", timeout=5)
-            assert response.status_code == 200, "Response status code is not 200"
-            assert new_mod.additional_capability() == "NewSubModuleContainer"
diff --git a/pyproject.toml b/pyproject.toml
index c2065b264..ab53ea7a1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -172,111 +172,19 @@ include = [
   "pyproject.toml",
 ]
 
-# TODO: Remove all this below once the project moved to `src` layout
+
 [tool.hatch.build.targets.wheel]
-# Mirror Poetry's multi-source package includes. Each path contains a "testcontainers" package.
 packages = [
-  "core/testcontainers",
-  "modules/arangodb/testcontainers",
-  "modules/aws/testcontainers",
-  "modules/azurite/testcontainers",
-  "modules/cassandra/testcontainers",
-  "modules/chroma/testcontainers",
-  "modules/clickhouse/testcontainers",
-  "modules/cockroachdb/testcontainers",
-  "modules/cosmosdb/testcontainers",
-  "modules/db2/testcontainers",
-  "modules/elasticsearch/testcontainers",
-  "modules/generic/testcontainers",
-  "modules/test_module_import/testcontainers",
-  "modules/google/testcontainers",
-  "modules/influxdb/testcontainers",
-  "modules/k3s/testcontainers",
-  "modules/kafka/testcontainers",
-  "modules/keycloak/testcontainers",
-  "modules/localstack/testcontainers",
-  "modules/mailpit/testcontainers",
-  "modules/memcached/testcontainers",
-  "modules/minio/testcontainers",
-  "modules/milvus/testcontainers",
-  "modules/mongodb/testcontainers",
-  "modules/mqtt/testcontainers",
-  "modules/mssql/testcontainers",
-  "modules/mysql/testcontainers",
-  "modules/nats/testcontainers",
-  "modules/neo4j/testcontainers",
-  "modules/nginx/testcontainers",
-  "modules/ollama/testcontainers",
-  "modules/openfga/testcontainers",
-  "modules/opensearch/testcontainers",
-  "modules/oracle-free/testcontainers",
-  "modules/postgres/testcontainers",
-  "modules/qdrant/testcontainers",
-  "modules/rabbitmq/testcontainers",
-  "modules/redis/testcontainers",
-  "modules/registry/testcontainers",
-  "modules/sftp/testcontainers",
-  "modules/selenium/testcontainers",
-  "modules/scylla/testcontainers",
-  "modules/trino/testcontainers",
-  "modules/valkey/testcontainers",
-  "modules/vault/testcontainers",
-  "modules/weaviate/testcontainers",
-]
-# Yeah we need to duplicate this folders here for hatchling to work, really waiting for src layout
-# There is a test that ensures both list are identical
-dev-mode-dirs = [
-  "core",
-  "modules/arangodb",
-  "modules/aws",
-  "modules/azurite",
-  "modules/cassandra",
-  "modules/chroma",
-  "modules/clickhouse",
-  "modules/cockroachdb",
-  "modules/cosmosdb",
-  "modules/db2",
-  "modules/elasticsearch",
-  "modules/generic",
-  "modules/test_module_import",
-  "modules/google",
-  "modules/influxdb",
-  "modules/k3s",
-  "modules/kafka",
-  "modules/keycloak",
-  "modules/localstack",
-  "modules/mailpit",
-  "modules/memcached",
-  "modules/minio",
-  "modules/milvus",
-  "modules/mongodb",
-  "modules/mqtt",
-  "modules/mssql",
-  "modules/mysql",
-  "modules/nats",
-  "modules/neo4j",
-  "modules/nginx",
-  "modules/ollama",
-  "modules/openfga",
-  "modules/opensearch",
-  "modules/oracle-free",
-  "modules/postgres",
-  "modules/qdrant",
-  "modules/rabbitmq",
-  "modules/redis",
-  "modules/registry",
-  "modules/sftp",
-  "modules/selenium",
-  "modules/scylla",
-  "modules/trino",
-  "modules/valkey",
-  "modules/vault",
-  "modules/weaviate",
+  "src/testcontainers",
 ]
 
 # ---------- Tool configs----------
 [tool.pytest.ini_options]
-addopts = "--tb=short --strict-markers"
+addopts = [
+  "--tb=short",
+  "--strict-markers",
+  "--import-mode=importlib",  # https://docs.pytest.org/en/stable/explanation/goodpractices.html#choosing-a-test-layout
+]
 log_cli = true
 log_cli_level = "INFO"
 markers = [
@@ -303,7 +211,9 @@ exclude_lines = [
 
 [tool.coverage.paths]
 source = [
-    "core/testcontainers",
+    "src/testcontainers/core",
+    "src/testcontainers/compose",
+    "src/testcontainers/cocat",
     "*/site-packages/testcontainers",
     "*/dist-packages/testcontainers",
 ]
@@ -312,7 +222,6 @@ source = [
 target-version = "py39"
 line-length = 120
 fix = true
-src = ["core", "modules/*"]
 
 [tool.ruff.lint]
 fixable = ["I"]
diff --git a/modules/generic/tests/samples/advance_1/app/__init__.py b/src/testcontainers/__init__.py
similarity index 100%
rename from modules/generic/tests/samples/advance_1/app/__init__.py
rename to src/testcontainers/__init__.py
diff --git a/modules/arangodb/testcontainers/arangodb/__init__.py b/src/testcontainers/community/arangodb/__init__.py
similarity index 100%
rename from modules/arangodb/testcontainers/arangodb/__init__.py
rename to src/testcontainers/community/arangodb/__init__.py
diff --git a/modules/aws/testcontainers/aws/__init__.py b/src/testcontainers/community/aws/__init__.py
similarity index 100%
rename from modules/aws/testcontainers/aws/__init__.py
rename to src/testcontainers/community/aws/__init__.py
diff --git a/modules/aws/testcontainers/aws/aws_lambda.py b/src/testcontainers/community/aws/aws_lambda.py
similarity index 100%
rename from modules/aws/testcontainers/aws/aws_lambda.py
rename to src/testcontainers/community/aws/aws_lambda.py
diff --git a/modules/azurite/testcontainers/azurite/__init__.py b/src/testcontainers/community/azurite/__init__.py
similarity index 100%
rename from modules/azurite/testcontainers/azurite/__init__.py
rename to src/testcontainers/community/azurite/__init__.py
diff --git a/modules/mailpit/testcontainers/mailpit/py.typed b/src/testcontainers/community/azurite/py.typed
similarity index 100%
rename from modules/mailpit/testcontainers/mailpit/py.typed
rename to src/testcontainers/community/azurite/py.typed
diff --git a/modules/cassandra/testcontainers/cassandra/__init__.py b/src/testcontainers/community/cassandra/__init__.py
similarity index 100%
rename from modules/cassandra/testcontainers/cassandra/__init__.py
rename to src/testcontainers/community/cassandra/__init__.py
diff --git a/modules/chroma/testcontainers/chroma/__init__.py b/src/testcontainers/community/chroma/__init__.py
similarity index 100%
rename from modules/chroma/testcontainers/chroma/__init__.py
rename to src/testcontainers/community/chroma/__init__.py
diff --git a/modules/clickhouse/testcontainers/clickhouse/__init__.py b/src/testcontainers/community/clickhouse/__init__.py
similarity index 100%
rename from modules/clickhouse/testcontainers/clickhouse/__init__.py
rename to src/testcontainers/community/clickhouse/__init__.py
diff --git a/modules/cockroachdb/testcontainers/cockroachdb/__init__.py b/src/testcontainers/community/cockroachdb/__init__.py
similarity index 100%
rename from modules/cockroachdb/testcontainers/cockroachdb/__init__.py
rename to src/testcontainers/community/cockroachdb/__init__.py
diff --git a/modules/cosmosdb/testcontainers/cosmosdb/__init__.py b/src/testcontainers/community/cosmosdb/__init__.py
similarity index 100%
rename from modules/cosmosdb/testcontainers/cosmosdb/__init__.py
rename to src/testcontainers/community/cosmosdb/__init__.py
diff --git a/modules/cosmosdb/testcontainers/cosmosdb/_emulator.py b/src/testcontainers/community/cosmosdb/_emulator.py
similarity index 100%
rename from modules/cosmosdb/testcontainers/cosmosdb/_emulator.py
rename to src/testcontainers/community/cosmosdb/_emulator.py
diff --git a/modules/cosmosdb/testcontainers/cosmosdb/_grab.py b/src/testcontainers/community/cosmosdb/_grab.py
similarity index 100%
rename from modules/cosmosdb/testcontainers/cosmosdb/_grab.py
rename to src/testcontainers/community/cosmosdb/_grab.py
diff --git a/modules/cosmosdb/testcontainers/cosmosdb/mongodb.py b/src/testcontainers/community/cosmosdb/mongodb.py
similarity index 100%
rename from modules/cosmosdb/testcontainers/cosmosdb/mongodb.py
rename to src/testcontainers/community/cosmosdb/mongodb.py
diff --git a/modules/cosmosdb/testcontainers/cosmosdb/nosql.py b/src/testcontainers/community/cosmosdb/nosql.py
similarity index 100%
rename from modules/cosmosdb/testcontainers/cosmosdb/nosql.py
rename to src/testcontainers/community/cosmosdb/nosql.py
diff --git a/modules/db2/testcontainers/db2/__init__.py b/src/testcontainers/community/db2/__init__.py
similarity index 100%
rename from modules/db2/testcontainers/db2/__init__.py
rename to src/testcontainers/community/db2/__init__.py
diff --git a/modules/elasticsearch/testcontainers/elasticsearch/__init__.py b/src/testcontainers/community/elasticsearch/__init__.py
similarity index 100%
rename from modules/elasticsearch/testcontainers/elasticsearch/__init__.py
rename to src/testcontainers/community/elasticsearch/__init__.py
diff --git a/modules/generic/testcontainers/generic/__init__.py b/src/testcontainers/community/generic/__init__.py
similarity index 100%
rename from modules/generic/testcontainers/generic/__init__.py
rename to src/testcontainers/community/generic/__init__.py
diff --git a/modules/generic/testcontainers/generic/providers/__init__.py b/src/testcontainers/community/generic/providers/__init__.py
similarity index 100%
rename from modules/generic/testcontainers/generic/providers/__init__.py
rename to src/testcontainers/community/generic/providers/__init__.py
diff --git a/modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py b/src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py
similarity index 100%
rename from modules/generic/testcontainers/generic/providers/sql_connection_wait_strategy.py
rename to src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py
diff --git a/modules/generic/testcontainers/generic/server.py b/src/testcontainers/community/generic/server.py
similarity index 99%
rename from modules/generic/testcontainers/generic/server.py
rename to src/testcontainers/community/generic/server.py
index efbd343a9..19a7c896c 100644
--- a/modules/generic/testcontainers/generic/server.py
+++ b/src/testcontainers/community/generic/server.py
@@ -1,7 +1,6 @@
 from typing import Union
 
 import httpx
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.image import DockerImage
diff --git a/modules/generic/testcontainers/generic/sql.py b/src/testcontainers/community/generic/sql.py
similarity index 100%
rename from modules/generic/testcontainers/generic/sql.py
rename to src/testcontainers/community/generic/sql.py
diff --git a/modules/google/testcontainers/google/__init__.py b/src/testcontainers/community/google/__init__.py
similarity index 100%
rename from modules/google/testcontainers/google/__init__.py
rename to src/testcontainers/community/google/__init__.py
diff --git a/modules/google/testcontainers/google/datastore.py b/src/testcontainers/community/google/datastore.py
similarity index 100%
rename from modules/google/testcontainers/google/datastore.py
rename to src/testcontainers/community/google/datastore.py
diff --git a/modules/google/testcontainers/google/pubsub.py b/src/testcontainers/community/google/pubsub.py
similarity index 100%
rename from modules/google/testcontainers/google/pubsub.py
rename to src/testcontainers/community/google/pubsub.py
diff --git a/modules/influxdb/testcontainers/influxdb.py b/src/testcontainers/community/influxdb/__init__.py
similarity index 100%
rename from modules/influxdb/testcontainers/influxdb.py
rename to src/testcontainers/community/influxdb/__init__.py
diff --git a/modules/influxdb/testcontainers/influxdb1/__init__.py b/src/testcontainers/community/influxdb1/__init__.py
similarity index 100%
rename from modules/influxdb/testcontainers/influxdb1/__init__.py
rename to src/testcontainers/community/influxdb1/__init__.py
diff --git a/modules/influxdb/testcontainers/influxdb2/__init__.py b/src/testcontainers/community/influxdb2/__init__.py
similarity index 100%
rename from modules/influxdb/testcontainers/influxdb2/__init__.py
rename to src/testcontainers/community/influxdb2/__init__.py
diff --git a/modules/k3s/testcontainers/k3s/__init__.py b/src/testcontainers/community/k3s/__init__.py
similarity index 100%
rename from modules/k3s/testcontainers/k3s/__init__.py
rename to src/testcontainers/community/k3s/__init__.py
diff --git a/modules/kafka/testcontainers/kafka/__init__.py b/src/testcontainers/community/kafka/__init__.py
similarity index 100%
rename from modules/kafka/testcontainers/kafka/__init__.py
rename to src/testcontainers/community/kafka/__init__.py
diff --git a/modules/kafka/testcontainers/kafka/_redpanda.py b/src/testcontainers/community/kafka/_redpanda.py
similarity index 100%
rename from modules/kafka/testcontainers/kafka/_redpanda.py
rename to src/testcontainers/community/kafka/_redpanda.py
diff --git a/modules/keycloak/testcontainers/keycloak/__init__.py b/src/testcontainers/community/keycloak/__init__.py
similarity index 100%
rename from modules/keycloak/testcontainers/keycloak/__init__.py
rename to src/testcontainers/community/keycloak/__init__.py
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rename from modules/mysql/tests/test_mysql.py
rename to tests/community/mysql/test_mysql.py
diff --git a/modules/nats/tests/test_nats.py b/tests/community/nats/test_nats.py
similarity index 100%
rename from modules/nats/tests/test_nats.py
rename to tests/community/nats/test_nats.py
diff --git a/modules/nats/tests/test_nats_jetstream.py b/tests/community/nats/test_nats_jetstream.py
similarity index 100%
rename from modules/nats/tests/test_nats_jetstream.py
rename to tests/community/nats/test_nats_jetstream.py
diff --git a/modules/neo4j/tests/test_neo4j.py b/tests/community/neo4j/test_neo4j.py
similarity index 100%
rename from modules/neo4j/tests/test_neo4j.py
rename to tests/community/neo4j/test_neo4j.py
diff --git a/modules/nginx/tests/test_nginx.py b/tests/community/nginx/test_nginx.py
similarity index 100%
rename from modules/nginx/tests/test_nginx.py
rename to tests/community/nginx/test_nginx.py
diff --git a/modules/ollama/tests/test_ollama.py b/tests/community/ollama/test_ollama.py
similarity index 100%
rename from modules/ollama/tests/test_ollama.py
rename to tests/community/ollama/test_ollama.py
diff --git a/modules/openfga/tests/test_openfga.py b/tests/community/openfga/test_openfga.py
similarity index 100%
rename from modules/openfga/tests/test_openfga.py
rename to tests/community/openfga/test_openfga.py
diff --git a/modules/opensearch/tests/test_opensearch.py b/tests/community/opensearch/test_opensearch.py
similarity index 100%
rename from modules/opensearch/tests/test_opensearch.py
rename to tests/community/opensearch/test_opensearch.py
diff --git a/modules/oracle-free/tests/test_oracle.py b/tests/community/oracle-free/test_oracle.py
similarity index 100%
rename from modules/oracle-free/tests/test_oracle.py
rename to tests/community/oracle-free/test_oracle.py
diff --git a/modules/postgres/tests/fixtures/postgres_create_example_table.sql b/tests/community/postgres/fixtures/postgres_create_example_table.sql
similarity index 100%
rename from modules/postgres/tests/fixtures/postgres_create_example_table.sql
rename to tests/community/postgres/fixtures/postgres_create_example_table.sql
diff --git a/modules/postgres/tests/test_postgres.py b/tests/community/postgres/test_postgres.py
similarity index 100%
rename from modules/postgres/tests/test_postgres.py
rename to tests/community/postgres/test_postgres.py
diff --git a/modules/qdrant/tests/test_config.yaml b/tests/community/qdrant/test_config.yaml
similarity index 100%
rename from modules/qdrant/tests/test_config.yaml
rename to tests/community/qdrant/test_config.yaml
diff --git a/modules/qdrant/tests/test_qdrant.py b/tests/community/qdrant/test_qdrant.py
similarity index 100%
rename from modules/qdrant/tests/test_qdrant.py
rename to tests/community/qdrant/test_qdrant.py
diff --git a/modules/rabbitmq/tests/test_rabbitmq.py b/tests/community/rabbitmq/test_rabbitmq.py
similarity index 100%
rename from modules/rabbitmq/tests/test_rabbitmq.py
rename to tests/community/rabbitmq/test_rabbitmq.py
diff --git a/modules/redis/tests/test_redis.py b/tests/community/redis/test_redis.py
similarity index 100%
rename from modules/redis/tests/test_redis.py
rename to tests/community/redis/test_redis.py
diff --git a/modules/registry/tests/test_registry.py b/tests/community/registry/test_registry.py
similarity index 100%
rename from modules/registry/tests/test_registry.py
rename to tests/community/registry/test_registry.py
diff --git a/modules/scylla/tests/test_scylla.py b/tests/community/scylla/test_scylla.py
similarity index 100%
rename from modules/scylla/tests/test_scylla.py
rename to tests/community/scylla/test_scylla.py
diff --git a/modules/selenium/tests/test_selenium.py b/tests/community/selenium/test_selenium.py
similarity index 100%
rename from modules/selenium/tests/test_selenium.py
rename to tests/community/selenium/test_selenium.py
diff --git a/modules/sftp/tests/test_sftp.py b/tests/community/sftp/test_sftp.py
similarity index 100%
rename from modules/sftp/tests/test_sftp.py
rename to tests/community/sftp/test_sftp.py
diff --git a/modules/trino/tests/test_trino.py b/tests/community/trino/test_trino.py
similarity index 100%
rename from modules/trino/tests/test_trino.py
rename to tests/community/trino/test_trino.py
diff --git a/modules/valkey/tests/test_valkey.py b/tests/community/valkey/test_valkey.py
similarity index 100%
rename from modules/valkey/tests/test_valkey.py
rename to tests/community/valkey/test_valkey.py
diff --git a/modules/vault/tests/test_vault.py b/tests/community/vault/test_vault.py
similarity index 100%
rename from modules/vault/tests/test_vault.py
rename to tests/community/vault/test_vault.py
diff --git a/modules/weaviate/tests/test_weaviate.py b/tests/community/weaviate/test_weaviate.py
similarity index 100%
rename from modules/weaviate/tests/test_weaviate.py
rename to tests/community/weaviate/test_weaviate.py
diff --git a/tests/core/__init__.py b/tests/core/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/core/tests/_local_registry_container.py b/tests/core/_local_registry_container.py
similarity index 100%
rename from core/tests/_local_registry_container.py
rename to tests/core/_local_registry_container.py
diff --git a/core/tests/compose_fixtures/basic/docker-compose.yaml b/tests/core/compose_fixtures/basic/docker-compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/basic/docker-compose.yaml
rename to tests/core/compose_fixtures/basic/docker-compose.yaml
diff --git a/core/tests/compose_fixtures/basic/hello.yaml b/tests/core/compose_fixtures/basic/hello.yaml
similarity index 100%
rename from core/tests/compose_fixtures/basic/hello.yaml
rename to tests/core/compose_fixtures/basic/hello.yaml
diff --git a/core/tests/compose_fixtures/basic_multiple/docker-compose.yaml b/tests/core/compose_fixtures/basic_multiple/docker-compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/basic_multiple/docker-compose.yaml
rename to tests/core/compose_fixtures/basic_multiple/docker-compose.yaml
diff --git a/core/tests/compose_fixtures/basic_volume/docker-compose.yaml b/tests/core/compose_fixtures/basic_volume/docker-compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/basic_volume/docker-compose.yaml
rename to tests/core/compose_fixtures/basic_volume/docker-compose.yaml
diff --git a/core/tests/compose_fixtures/port_multiple/compose.yaml b/tests/core/compose_fixtures/port_multiple/compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/port_multiple/compose.yaml
rename to tests/core/compose_fixtures/port_multiple/compose.yaml
diff --git a/core/tests/compose_fixtures/port_single/compose.yaml b/tests/core/compose_fixtures/port_single/compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/port_single/compose.yaml
rename to tests/core/compose_fixtures/port_single/compose.yaml
diff --git a/core/tests/compose_fixtures/profile_support/compose.yaml b/tests/core/compose_fixtures/profile_support/compose.yaml
similarity index 100%
rename from core/tests/compose_fixtures/profile_support/compose.yaml
rename to tests/core/compose_fixtures/profile_support/compose.yaml
diff --git a/core/tests/conftest.py b/tests/core/conftest.py
similarity index 100%
rename from core/tests/conftest.py
rename to tests/core/conftest.py
diff --git a/core/tests/image_fixtures/busybox/Dockerfile b/tests/core/image_fixtures/busybox/Dockerfile
similarity index 100%
rename from core/tests/image_fixtures/busybox/Dockerfile
rename to tests/core/image_fixtures/busybox/Dockerfile
diff --git a/core/tests/image_fixtures/sample/Dockerfile b/tests/core/image_fixtures/sample/Dockerfile
similarity index 100%
rename from core/tests/image_fixtures/sample/Dockerfile
rename to tests/core/image_fixtures/sample/Dockerfile
diff --git a/core/tests/test_auth.py b/tests/core/test_auth.py
similarity index 100%
rename from core/tests/test_auth.py
rename to tests/core/test_auth.py
diff --git a/core/tests/test_compose.py b/tests/core/test_compose.py
similarity index 100%
rename from core/tests/test_compose.py
rename to tests/core/test_compose.py
diff --git a/core/tests/test_config.py b/tests/core/test_config.py
similarity index 100%
rename from core/tests/test_config.py
rename to tests/core/test_config.py
diff --git a/core/tests/test_container.py b/tests/core/test_container.py
similarity index 100%
rename from core/tests/test_container.py
rename to tests/core/test_container.py
diff --git a/core/tests/test_core.py b/tests/core/test_core.py
similarity index 100%
rename from core/tests/test_core.py
rename to tests/core/test_core.py
diff --git a/core/tests/test_core_ports.py b/tests/core/test_core_ports.py
similarity index 100%
rename from core/tests/test_core_ports.py
rename to tests/core/test_core_ports.py
diff --git a/core/tests/test_core_registry.py b/tests/core/test_core_registry.py
similarity index 100%
rename from core/tests/test_core_registry.py
rename to tests/core/test_core_registry.py
diff --git a/core/tests/test_docker_client.py b/tests/core/test_docker_client.py
similarity index 100%
rename from core/tests/test_docker_client.py
rename to tests/core/test_docker_client.py
diff --git a/core/tests/test_docker_in_docker.py b/tests/core/test_docker_in_docker.py
similarity index 100%
rename from core/tests/test_docker_in_docker.py
rename to tests/core/test_docker_in_docker.py
diff --git a/core/tests/test_image.py b/tests/core/test_image.py
similarity index 100%
rename from core/tests/test_image.py
rename to tests/core/test_image.py
diff --git a/core/tests/test_inspect.py b/tests/core/test_inspect.py
similarity index 100%
rename from core/tests/test_inspect.py
rename to tests/core/test_inspect.py
diff --git a/core/tests/test_labels.py b/tests/core/test_labels.py
similarity index 100%
rename from core/tests/test_labels.py
rename to tests/core/test_labels.py
diff --git a/core/tests/test_network.py b/tests/core/test_network.py
similarity index 100%
rename from core/tests/test_network.py
rename to tests/core/test_network.py
diff --git a/core/tests/test_new_docker_api.py b/tests/core/test_new_docker_api.py
similarity index 100%
rename from core/tests/test_new_docker_api.py
rename to tests/core/test_new_docker_api.py
diff --git a/core/tests/test_protocol_compliance.py b/tests/core/test_protocol_compliance.py
similarity index 100%
rename from core/tests/test_protocol_compliance.py
rename to tests/core/test_protocol_compliance.py
diff --git a/core/tests/test_ryuk.py b/tests/core/test_ryuk.py
similarity index 100%
rename from core/tests/test_ryuk.py
rename to tests/core/test_ryuk.py
diff --git a/core/tests/test_socat.py b/tests/core/test_socat.py
similarity index 100%
rename from core/tests/test_socat.py
rename to tests/core/test_socat.py
diff --git a/core/tests/test_transferable.py b/tests/core/test_transferable.py
similarity index 100%
rename from core/tests/test_transferable.py
rename to tests/core/test_transferable.py
diff --git a/core/tests/test_utils.py b/tests/core/test_utils.py
similarity index 100%
rename from core/tests/test_utils.py
rename to tests/core/test_utils.py
diff --git a/core/tests/test_version.py b/tests/core/test_version.py
similarity index 100%
rename from core/tests/test_version.py
rename to tests/core/test_version.py
diff --git a/core/tests/test_wait_strategies.py b/tests/core/test_wait_strategies.py
similarity index 100%
rename from core/tests/test_wait_strategies.py
rename to tests/core/test_wait_strategies.py
diff --git a/core/tests/test_wait_strategies_integration.py b/tests/core/test_wait_strategies_integration.py
similarity index 100%
rename from core/tests/test_wait_strategies_integration.py
rename to tests/core/test_wait_strategies_integration.py
diff --git a/core/tests/test_waiting_utils.py b/tests/core/test_waiting_utils.py
similarity index 100%
rename from core/tests/test_waiting_utils.py
rename to tests/core/test_waiting_utils.py

From 8e1050ae5a09e2f79cbc9b02cef3d0fb0576c2d2 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 00:40:37 +0200
Subject: [PATCH 130/208] =?UTF-8?q?chore(main):=20fix=20imports=20after=20?=
 =?UTF-8?q?testcontainer.<module>=20=E2=86=92=20testcontainers.community.<?=
 =?UTF-8?q?module>=20move?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 docs/community/arangodb.rst                    |  4 ++--
 docs/community/aws.rst                         |  4 ++--
 docs/community/azurite.rst                     |  4 ++--
 docs/community/cassandra.rst                   |  4 ++--
 docs/community/chroma.rst                      |  4 ++--
 docs/community/clickhouse.rst                  |  4 ++--
 docs/community/cockroachdb.rst                 |  4 ++--
 docs/community/cosmosdb.rst                    |  8 ++++----
 docs/community/db2.rst                         |  4 ++--
 docs/community/elasticsearch.rst               |  4 ++--
 docs/community/generic.rst                     | 18 +++++++++---------
 docs/community/google.rst                      |  8 ++++----
 docs/community/influxdb.rst                    |  4 ++--
 docs/community/k3s.rst                         |  4 ++--
 docs/community/kafka.rst                       |  6 +++---
 docs/community/keycloak.rst                    |  4 ++--
 docs/community/localstack.rst                  |  4 ++--
 docs/community/mailpit.rst                     |  6 +++---
 docs/community/memcached.rst                   |  2 +-
 docs/community/milvus.rst                      |  4 ++--
 docs/community/minio.rst                       |  4 ++--
 docs/community/mongodb.rst                     |  6 +++---
 docs/community/mqtt.rst                        |  4 ++--
 docs/community/mssql.rst                       |  4 ++--
 docs/community/mysql.rst                       |  4 ++--
 docs/community/nats.rst                        |  4 ++--
 docs/community/neo4j.rst                       |  4 ++--
 docs/community/nginx.rst                       |  4 ++--
 docs/community/ollama.rst                      |  4 ++--
 docs/community/openfga.rst                     |  4 ++--
 docs/community/opensearch.rst                  |  4 ++--
 docs/community/oracle-free.rst                 |  4 ++--
 docs/community/postgres.rst                    |  4 ++--
 docs/community/qdrant.rst                      |  4 ++--
 docs/community/rabbitmq.rst                    |  4 ++--
 docs/community/redis.rst                       |  4 ++--
 docs/community/registry.rst                    |  2 +-
 docs/community/scylla.rst                      |  4 ++--
 docs/community/selenium.rst                    |  4 ++--
 docs/community/sftp.rst                        |  6 +++---
 docs/community/trino.rst                       |  4 ++--
 docs/community/valkey.rst                      |  4 ++--
 docs/community/vault.rst                       |  4 ++--
 docs/community/weaviate.rst                    |  4 ++--
 docs/features/authentication.md                |  8 ++++----
 docs/features/container_logs.md                |  4 ++--
 docs/features/copying_data.md                  |  2 +-
 docs/features/creating_container.md            |  6 +++---
 docs/features/executing_commands.md            |  4 ++--
 docs/features/networking.md                    |  4 ++--
 docs/features/wait_strategies.md               |  4 ++--
 docs/index.rst                                 |  4 ++--
 docs/modules/arangodb_example.py               |  2 +-
 docs/modules/aws_example.py                    |  4 ++--
 docs/modules/azurite_example.py                |  2 +-
 docs/modules/cassandra_example.py              |  2 +-
 docs/modules/chroma_example.py                 |  2 +-
 docs/modules/clickhouse_example.py             |  2 +-
 docs/modules/cockroachdb_example.py            |  2 +-
 docs/modules/cosmosdb_example.py               |  2 +-
 docs/modules/db2_example.py                    |  2 +-
 docs/modules/elasticsearch_example.py          |  2 +-
 docs/modules/generic_example.py                |  2 +-
 docs/modules/google_example.py                 |  2 +-
 docs/modules/influxdb_example.py               |  2 +-
 docs/modules/k3s_example.py                    |  2 +-
 docs/modules/kafka_example.py                  |  2 +-
 docs/modules/keycloak_example.py               |  2 +-
 docs/modules/localstack_example.py             |  2 +-
 docs/modules/mailpit_example.py                |  2 +-
 docs/modules/memcached_example.py              |  2 +-
 docs/modules/milvus_example.py                 |  2 +-
 docs/modules/minio_example.py                  |  2 +-
 docs/modules/mongodb_example.py                |  2 +-
 docs/modules/mqtt_example.py                   |  2 +-
 docs/modules/mssql_example.py                  |  2 +-
 docs/modules/mysql_example.py                  |  2 +-
 docs/modules/nats_example.py                   |  2 +-
 docs/modules/neo4j_example.py                  |  2 +-
 docs/modules/nginx_example.py                  |  2 +-
 docs/modules/ollama_example.py                 |  2 +-
 docs/modules/postgres_example.py               |  2 +-
 docs/modules/qdrant_example.py                 |  2 +-
 docs/modules/rabbitmq_example.py               |  2 +-
 docs/modules/redis_example.py                  |  2 +-
 docs/modules/registry_example.py               |  2 +-
 docs/modules/scylla_example.py                 |  2 +-
 docs/modules/selenium_example.py               |  2 +-
 docs/modules/sftp_example.py                   |  2 +-
 docs/modules/trino_example.py                  |  2 +-
 docs/modules/valkey_example.py                 |  2 +-
 docs/modules/vault_example.py                  |  2 +-
 docs/modules/weaviate_example.py               |  2 +-
 docs/quickstart.md                             |  2 +-
 .../community/arangodb/__init__.py             |  2 +-
 src/testcontainers/community/aws/aws_lambda.py |  5 ++---
 .../community/azurite/__init__.py              |  2 +-
 .../community/cassandra/__init__.py            |  2 +-
 .../community/chroma/__init__.py               |  3 +--
 .../community/clickhouse/__init__.py           |  2 +-
 .../community/cockroachdb/__init__.py          |  2 +-
 .../community/cosmosdb/mongodb.py              |  2 +-
 src/testcontainers/community/cosmosdb/nosql.py |  5 ++---
 src/testcontainers/community/db2/__init__.py   |  2 +-
 .../community/elasticsearch/__init__.py        |  2 +-
 src/testcontainers/community/generic/server.py |  2 +-
 .../community/google/datastore.py              |  5 +++--
 src/testcontainers/community/google/pubsub.py  |  5 +++--
 .../community/influxdb1/__init__.py            |  5 ++---
 .../community/influxdb2/__init__.py            |  5 ++---
 src/testcontainers/community/k3s/__init__.py   |  2 +-
 src/testcontainers/community/kafka/__init__.py |  7 +++----
 .../community/kafka/_redpanda.py               |  2 +-
 .../community/keycloak/__init__.py             |  6 +++---
 .../community/localstack/__init__.py           |  3 +--
 .../community/mailpit/__init__.py              |  7 +++----
 .../community/memcached/__init__.py            |  2 +-
 .../community/milvus/__init__.py               |  3 +--
 src/testcontainers/community/minio/__init__.py |  5 +++--
 .../community/mongodb/__init__.py              | 10 ++++------
 src/testcontainers/community/mqtt/__init__.py  |  5 ++---
 src/testcontainers/community/mssql/__init__.py |  2 +-
 src/testcontainers/community/mysql/__init__.py |  4 ++--
 src/testcontainers/community/nats/__init__.py  |  2 +-
 src/testcontainers/community/neo4j/__init__.py |  6 ++++--
 .../community/ollama/__init__.py               |  5 ++---
 .../community/openfga/__init__.py              |  3 +--
 .../community/opensearch/__init__.py           |  5 ++---
 .../community/oracle/__init__.py               |  2 +-
 .../community/postgres/__init__.py             |  2 +-
 .../community/qdrant/__init__.py               |  2 +-
 .../community/rabbitmq/__init__.py             |  3 +--
 src/testcontainers/community/redis/__init__.py |  9 +++++----
 .../community/scylla/__init__.py               |  2 +-
 .../community/selenium/__init__.py             | 10 +++++-----
 src/testcontainers/community/sftp/__init__.py  |  7 +++----
 src/testcontainers/community/vault/__init__.py |  2 +-
 .../community/weaviate/__init__.py             |  5 ++---
 src/testcontainers/core/generic.py             |  2 +-
 tests/community/generic/test_server.py         |  2 +-
 tests/community/generic/test_sql.py            |  6 +++---
 141 files changed, 248 insertions(+), 260 deletions(-)

diff --git a/docs/community/arangodb.rst b/docs/community/arangodb.rst
index d1a6cd255..4d4781ba1 100644
--- a/docs/community/arangodb.rst
+++ b/docs/community/arangodb.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.arangodb.ArangoDbContainer
-.. title:: testcontainers.arangodb.ArangoDbContainer
+.. autoclass:: testcontainers.community.arangodb.ArangoDbContainer
+.. title:: testcontainers.community.arangodb.ArangoDbContainer
diff --git a/docs/community/aws.rst b/docs/community/aws.rst
index a44dc856f..30e66af4a 100644
--- a/docs/community/aws.rst
+++ b/docs/community/aws.rst
@@ -1,7 +1,7 @@
 :code:`testcontainers-aws` is a set of AWS containers modules that can be used to create AWS containers.
 
-.. autoclass:: testcontainers.aws.AWSLambdaContainer
-.. title:: testcontainers.aws.AWSLambdaContainer
+.. autoclass:: testcontainers.community.aws.AWSLambdaContainer
+.. title:: testcontainers.community.aws.AWSLambdaContainer
 
 The following environment variables are used by the AWS Lambda container:
 
diff --git a/docs/community/azurite.rst b/docs/community/azurite.rst
index b6cf724c9..e56af0c75 100644
--- a/docs/community/azurite.rst
+++ b/docs/community/azurite.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.azurite.AzuriteContainer
-.. title:: testcontainers.azurite.AzuriteContainer
+.. autoclass:: testcontainers.community.azurite.AzuriteContainer
+.. title:: testcontainers.community.azurite.AzuriteContainer
diff --git a/docs/community/cassandra.rst b/docs/community/cassandra.rst
index 44216d6be..5726f09be 100644
--- a/docs/community/cassandra.rst
+++ b/docs/community/cassandra.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.cassandra.CassandraContainer
-.. title:: testcontainers.cassandra.CassandraContainer
+.. autoclass:: testcontainers.community.cassandra.CassandraContainer
+.. title:: testcontainers.community.cassandra.CassandraContainer
diff --git a/docs/community/chroma.rst b/docs/community/chroma.rst
index f4e3199fe..9b028a3b6 100644
--- a/docs/community/chroma.rst
+++ b/docs/community/chroma.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.chroma.ChromaContainer
-.. title:: testcontainers.minio.ChromaContainer
+.. autoclass:: testcontainers.community.chroma.ChromaContainer
+.. title:: testcontainers.community.chroma.ChromaContainer
diff --git a/docs/community/clickhouse.rst b/docs/community/clickhouse.rst
index 0835d4c04..9840370ab 100644
--- a/docs/community/clickhouse.rst
+++ b/docs/community/clickhouse.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.clickhouse.ClickHouseContainer
-.. title:: testcontainers.clickhouse.ClickHouseContainer
+.. autoclass:: testcontainers.community.clickhouse.ClickHouseContainer
+.. title:: testcontainers.community.clickhouse.ClickHouseContainer
diff --git a/docs/community/cockroachdb.rst b/docs/community/cockroachdb.rst
index 7b53fc336..bdbcfe3a7 100644
--- a/docs/community/cockroachdb.rst
+++ b/docs/community/cockroachdb.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.cockroachdb.CockroachDBContainer
-.. title:: testcontainers.cockroachdb.CockroachDBContainer
+.. autoclass:: testcontainers.community.cockroachdb.CockroachDBContainer
+.. title:: testcontainers.community.cockroachdb.CockroachDBContainer
diff --git a/docs/community/cosmosdb.rst b/docs/community/cosmosdb.rst
index 802cffa4e..ccf6ee631 100644
--- a/docs/community/cosmosdb.rst
+++ b/docs/community/cosmosdb.rst
@@ -1,5 +1,5 @@
-.. autoclass:: testcontainers.cosmosdb.CosmosDBMongoEndpointContainer
-.. title:: testcontainers.cosmosdb.CosmosDBMongoEndpointContainer
+.. autoclass:: testcontainers.community.cosmosdb.CosmosDBMongoEndpointContainer
+.. title:: testcontainers.community.cosmosdb.CosmosDBMongoEndpointContainer
 
-.. autoclass:: testcontainers.cosmosdb.CosmosDBNoSQLEndpointContainer
-.. title:: testcontainers.cosmosdb.CosmosDBNoSQLEndpointContainer
+.. autoclass:: testcontainers.community.cosmosdb.CosmosDBNoSQLEndpointContainer
+.. title:: testcontainers.community.cosmosdb.CosmosDBNoSQLEndpointContainer
diff --git a/docs/community/db2.rst b/docs/community/db2.rst
index 1afd1f6d7..494875cc6 100644
--- a/docs/community/db2.rst
+++ b/docs/community/db2.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.db2.Db2Container
-.. title:: testcontainers.db2.Db2Container
+.. autoclass:: testcontainers.community.db2.Db2Container
+.. title:: testcontainers.community.db2.Db2Container
diff --git a/docs/community/elasticsearch.rst b/docs/community/elasticsearch.rst
index c2ce1930f..4d93ab1c4 100644
--- a/docs/community/elasticsearch.rst
+++ b/docs/community/elasticsearch.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.elasticsearch.ElasticSearchContainer
-.. title:: testcontainers.elasticsearch.ElasticSearchContainer
+.. autoclass:: testcontainers.community.elasticsearch.ElasticSearchContainer
+.. title:: testcontainers.community.elasticsearch.ElasticSearchContainer
diff --git a/docs/community/generic.rst b/docs/community/generic.rst
index 4b7281121..5d062b5db 100644
--- a/docs/community/generic.rst
+++ b/docs/community/generic.rst
@@ -1,13 +1,13 @@
 :code:`testcontainers-generic` is a set of generic containers modules that can be used to creat containers.
 
-.. autoclass:: testcontainers.generic.ServerContainer
-.. title:: testcontainers.generic.ServerContainer
+.. autoclass:: testcontainers.community.generic.ServerContainer
+.. title:: testcontainers.community.generic.ServerContainer
 
 FastAPI container that is using :code:`ServerContainer`
 
 .. doctest::
 
-    >>> from testcontainers.generic import ServerContainer
+    >>> from testcontainers.community.generic import ServerContainer
     >>> from testcontainers.core.waiting_utils import wait_for_logs
     >>> from testcontainers.core.image import DockerImage
 
@@ -24,8 +24,8 @@ A more advance use-case, where we are using a FastAPI container that is using Re
 
 .. doctest::
 
-    >>> from testcontainers.redis import RedisContainer
-    >>> from testcontainers.generic import ServerContainer
+    >>> from testcontainers.community.redis import RedisContainer
+    >>> from testcontainers.community.generic import ServerContainer
 
     >>> with RedisContainer() as redis:
     ...     redis_container_port = redis.port
@@ -52,15 +52,15 @@ A more advance use-case, where we are using a FastAPI container that is using Re
     ...             assert response.status_code == 200, "Failed to get data"
     ...             assert response.json() == {"key": test_data["key"], "value": test_data["value"]}
 
-.. autoclass:: testcontainers.generic.SqlContainer
-.. title:: testcontainers.generic.SqlContainer
+.. autoclass:: testcontainers.community.generic.SqlContainer
+.. title:: testcontainers.community.generic.SqlContainer
 
 Postgres container that is using :code:`SqlContainer`
 
 .. doctest::
 
-    >>> from testcontainers.generic import SqlContainer
-    >>> from testcontainers.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
+    >>> from testcontainers.community.generic import SqlContainer
+    >>> from testcontainers.community.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
     >>> from sqlalchemy import text
     >>> import sqlalchemy
 
diff --git a/docs/community/google.rst b/docs/community/google.rst
index 903c3c4a1..761c7fe7d 100644
--- a/docs/community/google.rst
+++ b/docs/community/google.rst
@@ -1,4 +1,4 @@
-.. autoclass:: testcontainers.google.DatastoreContainer
-.. title:: testcontainers.google.DatastoreContainer
-.. autoclass:: testcontainers.google.PubSubContainer
-.. title:: testcontainers.google.PubSubContainer
+.. autoclass:: testcontainers.community.google.DatastoreContainer
+.. title:: testcontainers.community.google.DatastoreContainer
+.. autoclass:: testcontainers.community.google.PubSubContainer
+.. title:: testcontainers.community.google.PubSubContainer
diff --git a/docs/community/influxdb.rst b/docs/community/influxdb.rst
index 8424ebea3..ff7ba1e30 100644
--- a/docs/community/influxdb.rst
+++ b/docs/community/influxdb.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.influxdb.InfluxDbContainer
-.. title:: testcontainers.influxdb.InfluxDbContainer
+.. autoclass:: testcontainers.community.influxdb.InfluxDbContainer
+.. title:: testcontainers.community.influxdb.InfluxDbContainer
diff --git a/docs/community/k3s.rst b/docs/community/k3s.rst
index 11f7adc05..6e295ee2f 100644
--- a/docs/community/k3s.rst
+++ b/docs/community/k3s.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.k3s.K3SContainer
-.. title:: testcontainers.k3s.K3SContainer
+.. autoclass:: testcontainers.community.k3s.K3SContainer
+.. title:: testcontainers.community.k3s.K3SContainer
diff --git a/docs/community/kafka.rst b/docs/community/kafka.rst
index a54107a02..189df27d2 100644
--- a/docs/community/kafka.rst
+++ b/docs/community/kafka.rst
@@ -1,3 +1,3 @@
-.. autoclass:: testcontainers.kafka.KafkaContainer
-.. title:: testcontainers.kafka.KafkaContainer
-.. autoclass:: testcontainers.kafka.RedpandaContainer
+.. autoclass:: testcontainers.community.kafka.KafkaContainer
+.. title:: testcontainers.community.kafka.KafkaContainer
+.. autoclass:: testcontainers.community.kafka.RedpandaContainer
diff --git a/docs/community/keycloak.rst b/docs/community/keycloak.rst
index 6eb045f4a..8826c8260 100644
--- a/docs/community/keycloak.rst
+++ b/docs/community/keycloak.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.keycloak.KeycloakContainer
-.. title:: testcontainers.keycloak.KeycloakContainer
+.. autoclass:: testcontainers.community.keycloak.KeycloakContainer
+.. title:: testcontainers.community.keycloak.KeycloakContainer
diff --git a/docs/community/localstack.rst b/docs/community/localstack.rst
index 66cbf4d3c..43f11066e 100644
--- a/docs/community/localstack.rst
+++ b/docs/community/localstack.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.localstack.LocalStackContainer
-.. title:: testcontainers.localstack.LocalStackContainer
+.. autoclass:: testcontainers.community.localstack.LocalStackContainer
+.. title:: testcontainers.community.localstack.LocalStackContainer
diff --git a/docs/community/mailpit.rst b/docs/community/mailpit.rst
index f2c238a37..ea5e29391 100644
--- a/docs/community/mailpit.rst
+++ b/docs/community/mailpit.rst
@@ -1,3 +1,3 @@
-.. autoclass:: testcontainers.mailpit.MailpitUser
-.. autoclass:: testcontainers.mailpit.MailpitContainer
-.. title:: testcontainers.mailpit.MailpitContainer
+.. autoclass:: testcontainers.community.mailpit.MailpitUser
+.. autoclass:: testcontainers.community.mailpit.MailpitContainer
+.. title:: testcontainers.community.mailpit.MailpitContainer
diff --git a/docs/community/memcached.rst b/docs/community/memcached.rst
index 83cd9c82e..93eaf0924 100644
--- a/docs/community/memcached.rst
+++ b/docs/community/memcached.rst
@@ -1 +1 @@
-.. autoclass:: testcontainers.memcached.MemcachedContainer
+.. autoclass:: testcontainers.community.memcached.MemcachedContainer
diff --git a/docs/community/milvus.rst b/docs/community/milvus.rst
index f823d7fe9..123501adf 100644
--- a/docs/community/milvus.rst
+++ b/docs/community/milvus.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.milvus.MilvusContainer
-.. title:: testcontainers.milvus.MilvusContainer
+.. autoclass:: testcontainers.community.milvus.MilvusContainer
+.. title:: testcontainers.community.milvus.MilvusContainer
diff --git a/docs/community/minio.rst b/docs/community/minio.rst
index 409151787..6ead4df8c 100644
--- a/docs/community/minio.rst
+++ b/docs/community/minio.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.minio.MinioContainer
-.. title:: testcontainers.minio.MinioContainer
+.. autoclass:: testcontainers.community.minio.MinioContainer
+.. title:: testcontainers.community.minio.MinioContainer
diff --git a/docs/community/mongodb.rst b/docs/community/mongodb.rst
index 4c2af683e..40afcc0db 100644
--- a/docs/community/mongodb.rst
+++ b/docs/community/mongodb.rst
@@ -1,3 +1,3 @@
-.. autoclass:: testcontainers.mongodb.MongoDbContainer
-.. autoclass:: testcontainers.mongodb.MongoDBAtlasLocalContainer
-.. title:: testcontainers.mongodb.MongoDbContainer
+.. autoclass:: testcontainers.community.mongodb.MongoDbContainer
+.. autoclass:: testcontainers.community.mongodb.MongoDBAtlasLocalContainer
+.. title:: testcontainers.community.mongodb.MongoDbContainer
diff --git a/docs/community/mqtt.rst b/docs/community/mqtt.rst
index 2e088cbbb..fe6e4c688 100644
--- a/docs/community/mqtt.rst
+++ b/docs/community/mqtt.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.mqtt.MosquittoContainer
-.. title:: testcontainers.mqtt.MosquittoContainer
+.. autoclass:: testcontainers.community.mqtt.MosquittoContainer
+.. title:: testcontainers.community.mqtt.MosquittoContainer
diff --git a/docs/community/mssql.rst b/docs/community/mssql.rst
index 56368ca71..df12b9315 100644
--- a/docs/community/mssql.rst
+++ b/docs/community/mssql.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.mssql.SqlServerContainer
-.. title:: testcontainers.mssql.SqlServerContainer
+.. autoclass:: testcontainers.community.mssql.SqlServerContainer
+.. title:: testcontainers.community.mssql.SqlServerContainer
diff --git a/docs/community/mysql.rst b/docs/community/mysql.rst
index d69785cd7..e404f39b7 100644
--- a/docs/community/mysql.rst
+++ b/docs/community/mysql.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.mysql.MySqlContainer
-.. title:: testcontainers.mysql.MySqlContainer
+.. autoclass:: testcontainers.community.mysql.MySqlContainer
+.. title:: testcontainers.community.mysql.MySqlContainer
diff --git a/docs/community/nats.rst b/docs/community/nats.rst
index 785892939..4cc5d7572 100644
--- a/docs/community/nats.rst
+++ b/docs/community/nats.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.nats.NatsContainer
-.. title:: testcontainers.nats.NatsContainer
+.. autoclass:: testcontainers.community.nats.NatsContainer
+.. title:: testcontainers.community.nats.NatsContainer
diff --git a/docs/community/neo4j.rst b/docs/community/neo4j.rst
index 885d4a598..6a4f0ca1a 100644
--- a/docs/community/neo4j.rst
+++ b/docs/community/neo4j.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.neo4j.Neo4jContainer
-.. title:: testcontainers.neo4j.Neo4jContainer
+.. autoclass:: testcontainers.community.neo4j.Neo4jContainer
+.. title:: testcontainers.community.neo4j.Neo4jContainer
diff --git a/docs/community/nginx.rst b/docs/community/nginx.rst
index a949a93d1..7b0b85b5a 100644
--- a/docs/community/nginx.rst
+++ b/docs/community/nginx.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.nginx.NginxContainer
-.. title:: testcontainers.nginx.NginxContainer
+.. autoclass:: testcontainers.community.nginx.NginxContainer
+.. title:: testcontainers.community.nginx.NginxContainer
diff --git a/docs/community/ollama.rst b/docs/community/ollama.rst
index dc18fe265..addc63e7d 100644
--- a/docs/community/ollama.rst
+++ b/docs/community/ollama.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.ollama.OllamaContainer
-.. title:: testcontainers.ollama.OllamaContainer
+.. autoclass:: testcontainers.community.ollama.OllamaContainer
+.. title:: testcontainers.community.ollama.OllamaContainer
diff --git a/docs/community/openfga.rst b/docs/community/openfga.rst
index 765b39f3a..dae13a6ee 100644
--- a/docs/community/openfga.rst
+++ b/docs/community/openfga.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.openfga.OpenFGAContainer
-.. title:: testcontainers.openfga.OpenFGAContainer
+.. autoclass:: testcontainers.community.openfga.OpenFGAContainer
+.. title:: testcontainers.community.openfga.OpenFGAContainer
diff --git a/docs/community/opensearch.rst b/docs/community/opensearch.rst
index fdc450fd6..f6c29d037 100644
--- a/docs/community/opensearch.rst
+++ b/docs/community/opensearch.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.opensearch.OpenSearchContainer
-.. title:: testcontainers.opensearch.OpenSearchContainer
+.. autoclass:: testcontainers.community.opensearch.OpenSearchContainer
+.. title:: testcontainers.community.opensearch.OpenSearchContainer
diff --git a/docs/community/oracle-free.rst b/docs/community/oracle-free.rst
index bbd5d3b5d..68f51ef79 100644
--- a/docs/community/oracle-free.rst
+++ b/docs/community/oracle-free.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.oracle.OracleDbContainer
-.. title:: testcontainers.oracle.OracleDbContainer
+.. autoclass:: testcontainers.community.oracle.OracleDbContainer
+.. title:: testcontainers.community.oracle.OracleDbContainer
diff --git a/docs/community/postgres.rst b/docs/community/postgres.rst
index bce939244..12a5450c9 100644
--- a/docs/community/postgres.rst
+++ b/docs/community/postgres.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.postgres.PostgresContainer
-.. title:: testcontainers.postgres.PostgresContainer
+.. autoclass:: testcontainers.community.postgres.PostgresContainer
+.. title:: testcontainers.community.postgres.PostgresContainer
diff --git a/docs/community/qdrant.rst b/docs/community/qdrant.rst
index 643096a37..3b4a8a2b3 100644
--- a/docs/community/qdrant.rst
+++ b/docs/community/qdrant.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.qdrant.QdrantContainer
-.. title:: testcontainers.qdrant.QdrantContainer
+.. autoclass:: testcontainers.community.qdrant.QdrantContainer
+.. title:: testcontainers.community.qdrant.QdrantContainer
diff --git a/docs/community/rabbitmq.rst b/docs/community/rabbitmq.rst
index 1b31362d3..44e5ce601 100644
--- a/docs/community/rabbitmq.rst
+++ b/docs/community/rabbitmq.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.rabbitmq.RabbitMqContainer
-.. title:: testcontainers.rabbitmq.RabbitMqContainer
+.. autoclass:: testcontainers.community.rabbitmq.RabbitMqContainer
+.. title:: testcontainers.community.rabbitmq.RabbitMqContainer
diff --git a/docs/community/redis.rst b/docs/community/redis.rst
index 1dfcf9e35..b69a7a27f 100644
--- a/docs/community/redis.rst
+++ b/docs/community/redis.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.redis.RedisContainer
-.. title:: testcontainers.redis.RedisContainer
+.. autoclass:: testcontainers.community.redis.RedisContainer
+.. title:: testcontainers.community.redis.RedisContainer
diff --git a/docs/community/registry.rst b/docs/community/registry.rst
index f503f338e..482105ffc 100644
--- a/docs/community/registry.rst
+++ b/docs/community/registry.rst
@@ -1,4 +1,4 @@
-.. autoclass:: testcontainers.registry.DockerRegistryContainer
+.. autoclass:: testcontainers.community.registry.DockerRegistryContainer
 
 When building Docker containers with Docker Buildx there is currently no option to test your containers locally without
 a local registry. Otherwise Buildx pushes your image to Docker Hub, which is not what you want in a test case. More
diff --git a/docs/community/scylla.rst b/docs/community/scylla.rst
index fd1ea03fb..bdc4608d0 100644
--- a/docs/community/scylla.rst
+++ b/docs/community/scylla.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.scylla.ScyllaContainer
-.. title:: testcontainers.scylla.ScyllaContainer
+.. autoclass:: testcontainers.community.scylla.ScyllaContainer
+.. title:: testcontainers.community.scylla.ScyllaContainer
diff --git a/docs/community/selenium.rst b/docs/community/selenium.rst
index 5beef79cd..d67246d96 100644
--- a/docs/community/selenium.rst
+++ b/docs/community/selenium.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.selenium.BrowserWebDriverContainer
-.. title:: testcontainers.selenium.BrowserWebDriverContainer
+.. autoclass:: testcontainers.community.selenium.BrowserWebDriverContainer
+.. title:: testcontainers.community.selenium.BrowserWebDriverContainer
diff --git a/docs/community/sftp.rst b/docs/community/sftp.rst
index 2287d59c9..9503fb60c 100644
--- a/docs/community/sftp.rst
+++ b/docs/community/sftp.rst
@@ -1,3 +1,3 @@
-.. autoclass:: testcontainers.sftp.SFTPContainer
-.. autoclass:: testcontainers.sftp.SFTPUser
-.. title:: testcontainers.sftp.SFTPContainer
+.. autoclass:: testcontainers.community.sftp.SFTPContainer
+.. autoclass:: testcontainers.community.sftp.SFTPUser
+.. title:: testcontainers.community.sftp.SFTPContainer
diff --git a/docs/community/trino.rst b/docs/community/trino.rst
index 95b4be930..fa6ba1003 100644
--- a/docs/community/trino.rst
+++ b/docs/community/trino.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.trino.TrinoContainer
-.. title:: testcontainers.trino.TrinoContainer
+.. autoclass:: testcontainers.community.trino.TrinoContainer
+.. title:: testcontainers.community.trino.TrinoContainer
diff --git a/docs/community/valkey.rst b/docs/community/valkey.rst
index abe0c74e1..24ab8a96b 100644
--- a/docs/community/valkey.rst
+++ b/docs/community/valkey.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.valkey.ValkeyContainer
-.. title:: testcontainers.valkey.ValkeyContainer
+.. autoclass:: testcontainers.community.valkey.ValkeyContainer
+.. title:: testcontainers.community.valkey.ValkeyContainer
diff --git a/docs/community/vault.rst b/docs/community/vault.rst
index 71c079dfa..dde0e90b1 100644
--- a/docs/community/vault.rst
+++ b/docs/community/vault.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.vault.VaultContainer
-.. title:: testcontainers.vault.VaultContainer
+.. autoclass:: testcontainers.community.vault.VaultContainer
+.. title:: testcontainers.community.vault.VaultContainer
diff --git a/docs/community/weaviate.rst b/docs/community/weaviate.rst
index 560934164..33e22168f 100644
--- a/docs/community/weaviate.rst
+++ b/docs/community/weaviate.rst
@@ -1,2 +1,2 @@
-.. autoclass:: testcontainers.weaviate.WeaviateContainer
-.. title:: testcontainers.weaviate.WeaviateContainer
+.. autoclass:: testcontainers.community.weaviate.WeaviateContainer
+.. title:: testcontainers.community.weaviate.WeaviateContainer
diff --git a/docs/features/authentication.md b/docs/features/authentication.md
index 138fd6816..239271768 100644
--- a/docs/features/authentication.md
+++ b/docs/features/authentication.md
@@ -7,7 +7,7 @@ Testcontainers-Python supports various methods of authenticating with Docker reg
 The simplest way to authenticate is using Docker's built-in credential store. Testcontainers-Python will automatically use credentials stored by Docker:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 # Docker will automatically use stored credentials
 container = GenericContainer("private.registry.com/myimage:latest")
@@ -56,7 +56,7 @@ container = GenericContainer("private.registry.com/myimage:latest")
 For Amazon Elastic Container Registry (ECR), Testcontainers-Python supports automatic authentication:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 # ECR authentication is handled automatically
 container = GenericContainer("123456789012.dkr.ecr.region.amazonaws.com/myimage:latest")
@@ -67,7 +67,7 @@ container = GenericContainer("123456789012.dkr.ecr.region.amazonaws.com/myimage:
 For Google Container Registry, you can use Google Cloud credentials:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 # GCR authentication using Google Cloud credentials
 container = GenericContainer("gcr.io/myproject/myimage:latest")
@@ -78,7 +78,7 @@ container = GenericContainer("gcr.io/myproject/myimage:latest")
 For Azure Container Registry, you can use Azure credentials:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 # ACR authentication using Azure credentials
 container = GenericContainer("myregistry.azurecr.io/myimage:latest")
diff --git a/docs/features/container_logs.md b/docs/features/container_logs.md
index c4fe06069..01cbc5f82 100644
--- a/docs/features/container_logs.md
+++ b/docs/features/container_logs.md
@@ -7,7 +7,7 @@ Testcontainers-Python provides several ways to access and follow container logs.
 The simplest way to access logs is using the `get_logs` method:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 with GenericContainer("nginx:alpine") as container:
     # Get all logs
@@ -80,7 +80,7 @@ Here's how to use logs in tests:
 
 ```python
 import pytest
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 def test_container_logs():
     with GenericContainer("nginx:alpine") as container:
diff --git a/docs/features/copying_data.md b/docs/features/copying_data.md
index 8623ec73f..2d5a8f11b 100644
--- a/docs/features/copying_data.md
+++ b/docs/features/copying_data.md
@@ -7,7 +7,7 @@ Testcontainers-Python provides several ways to copy data into containers. This i
 The simplest way to copy a file is using the `copy_file_to_container` method:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 with GenericContainer("alpine:latest") as container:
     # Copy a single file
diff --git a/docs/features/creating_container.md b/docs/features/creating_container.md
index 40c632943..9f83772e8 100644
--- a/docs/features/creating_container.md
+++ b/docs/features/creating_container.md
@@ -12,7 +12,7 @@ Testcontainers-Python is a thin wrapper around Docker designed for use in tests.
 The simplest way to create a container is using the `GenericContainer` class:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 def test_basic_container():
     with GenericContainer("nginx:alpine") as nginx:
@@ -109,7 +109,7 @@ finally:
 3. **Pytest fixtures:**
 ```python
 import pytest
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 @pytest.fixture
 def nginx_container():
@@ -133,7 +133,7 @@ For details on waiting for containers to be ready, see [Wait strategies](wait_st
 You can get detailed information about containers using the `get_container_info()` method. This works with both `DockerContainer` and `ComposeContainer`:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 def test_container_info():
     with GenericContainer("nginx:alpine") as container:
diff --git a/docs/features/executing_commands.md b/docs/features/executing_commands.md
index 9db76a89c..de44ec3aa 100644
--- a/docs/features/executing_commands.md
+++ b/docs/features/executing_commands.md
@@ -7,7 +7,7 @@ Testcontainers-Python provides several ways to execute commands inside container
 The simplest way to execute a command is using the `exec` method:
 
 ```python
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 with GenericContainer("alpine:latest") as container:
     # Execute a simple command
@@ -108,7 +108,7 @@ with GenericContainer("alpine:latest") as container:
 ### Database Setup
 
 ```python
-from testcontainers.postgres import PostgresContainer
+from testcontainers.community.postgres import PostgresContainer
 
 with PostgresContainer() as postgres:
     # Create a database
diff --git a/docs/features/networking.md b/docs/features/networking.md
index 6ebabe532..c0a8275ab 100644
--- a/docs/features/networking.md
+++ b/docs/features/networking.md
@@ -135,8 +135,8 @@ Here's a complete example of a multi-container application:
 
 ```python
 from testcontainers.core.network import Network
-from testcontainers.postgres import PostgresContainer
-from testcontainers.redis import RedisContainer
+from testcontainers.community.postgres import PostgresContainer
+from testcontainers.community.redis import RedisContainer
 
 def test_multi_container_app():
     # Create a network
diff --git a/docs/features/wait_strategies.md b/docs/features/wait_strategies.md
index a8b1351ae..65fad8ff1 100644
--- a/docs/features/wait_strategies.md
+++ b/docs/features/wait_strategies.md
@@ -83,8 +83,8 @@ container = GenericContainer(
 Many container implementations include built-in connection waiting. For example:
 
 ```python
-from testcontainers.redis import RedisContainer
-from testcontainers.postgres import PostgresContainer
+from testcontainers.community.redis import RedisContainer
+from testcontainers.community.postgres import PostgresContainer
 
 # Redis container waits for connection
 redis = RedisContainer()
diff --git a/docs/index.rst b/docs/index.rst
index eb7cf40f3..b906e3ed9 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -24,7 +24,7 @@ Getting Started
 
 .. doctest::
 
-    >>> from testcontainers.postgres import PostgresContainer
+    >>> from testcontainers.community.postgres import PostgresContainer
     >>> import sqlalchemy
 
     >>> with PostgresContainer("postgres:16") as postgres:
@@ -39,7 +39,7 @@ The snippet above will spin up the current latest version of a postgres database
 
 .. doctest::
 
-    >>> from testcontainers.postgres import PostgresContainer
+    >>> from testcontainers.community.postgres import PostgresContainer
     >>> import psycopg
 
     >>> with PostgresContainer("postgres:16", driver=None) as postgres:
diff --git a/docs/modules/arangodb_example.py b/docs/modules/arangodb_example.py
index e75467610..94f17725a 100644
--- a/docs/modules/arangodb_example.py
+++ b/docs/modules/arangodb_example.py
@@ -2,7 +2,7 @@
 
 from arango import ArangoClient
 
-from testcontainers.arangodb import ArangoDbContainer
+from testcontainers.community.arangodb import ArangoDbContainer
 
 
 def basic_example():
diff --git a/docs/modules/aws_example.py b/docs/modules/aws_example.py
index 64410ed23..0fca74f53 100644
--- a/docs/modules/aws_example.py
+++ b/docs/modules/aws_example.py
@@ -3,11 +3,11 @@
 
 import boto3
 
-from testcontainers.aws import AwsContainer
+from testcontainers.community.aws import AWSLambdaContainer
 
 
 def basic_example():
-    with AwsContainer() as aws:
+    with AWSLambdaContainer() as aws:
         # Get connection parameters
         host = aws.get_container_host_ip()
         port = aws.get_exposed_port(aws.port)
diff --git a/docs/modules/azurite_example.py b/docs/modules/azurite_example.py
index 872046e97..ef59e8e98 100644
--- a/docs/modules/azurite_example.py
+++ b/docs/modules/azurite_example.py
@@ -3,7 +3,7 @@
 from azure.storage.blob import BlobServiceClient
 from azure.storage.queue import QueueServiceClient
 
-from testcontainers.azurite import AzuriteContainer
+from testcontainers.community.azurite import AzuriteContainer
 
 
 def basic_example():
diff --git a/docs/modules/cassandra_example.py b/docs/modules/cassandra_example.py
index 54cee6f64..53bfa2db8 100644
--- a/docs/modules/cassandra_example.py
+++ b/docs/modules/cassandra_example.py
@@ -4,7 +4,7 @@
 from cassandra.auth import PlainTextAuthProvider
 from cassandra.cluster import Cluster
 
-from testcontainers.cassandra import CassandraContainer
+from testcontainers.community.cassandra import CassandraContainer
 
 
 def basic_example():
diff --git a/docs/modules/chroma_example.py b/docs/modules/chroma_example.py
index 3d22c01c7..52f4a5453 100644
--- a/docs/modules/chroma_example.py
+++ b/docs/modules/chroma_example.py
@@ -1,7 +1,7 @@
 import chromadb
 from chromadb.config import Settings
 
-from testcontainers.chroma import ChromaContainer
+from testcontainers.community.chroma import ChromaContainer
 
 
 def basic_example():
diff --git a/docs/modules/clickhouse_example.py b/docs/modules/clickhouse_example.py
index 1b4eb5c8d..dad564d20 100644
--- a/docs/modules/clickhouse_example.py
+++ b/docs/modules/clickhouse_example.py
@@ -3,7 +3,7 @@
 import pandas as pd
 from clickhouse_driver import Client
 
-from testcontainers.clickhouse import ClickHouseContainer
+from testcontainers.community.clickhouse import ClickHouseContainer
 
 
 def basic_example():
diff --git a/docs/modules/cockroachdb_example.py b/docs/modules/cockroachdb_example.py
index 9da3f219c..77aaf4eb8 100644
--- a/docs/modules/cockroachdb_example.py
+++ b/docs/modules/cockroachdb_example.py
@@ -2,7 +2,7 @@
 import sqlalchemy
 from sqlalchemy import text
 
-from testcontainers.cockroachdb import CockroachContainer
+from testcontainers.community.cockroachdb import CockroachContainer
 
 
 def basic_example():
diff --git a/docs/modules/cosmosdb_example.py b/docs/modules/cosmosdb_example.py
index c836a1409..7c9a3fed2 100644
--- a/docs/modules/cosmosdb_example.py
+++ b/docs/modules/cosmosdb_example.py
@@ -2,7 +2,7 @@
 
 from azure.cosmos import CosmosClient, PartitionKey
 
-from testcontainers.cosmosdb import CosmosDbContainer
+from testcontainers.community.cosmosdb import CosmosDbContainer
 
 
 def basic_example():
diff --git a/docs/modules/db2_example.py b/docs/modules/db2_example.py
index 97b5d65f5..6aa1d6153 100644
--- a/docs/modules/db2_example.py
+++ b/docs/modules/db2_example.py
@@ -2,7 +2,7 @@
 import ibm_db_dbi
 import pandas as pd
 
-from testcontainers.db2 import Db2Container
+from testcontainers.community.db2 import Db2Container
 
 
 def basic_example():
diff --git a/docs/modules/elasticsearch_example.py b/docs/modules/elasticsearch_example.py
index 1b3ed4077..036376f95 100644
--- a/docs/modules/elasticsearch_example.py
+++ b/docs/modules/elasticsearch_example.py
@@ -3,7 +3,7 @@
 
 from elasticsearch import Elasticsearch
 
-from testcontainers.elasticsearch import ElasticsearchContainer
+from testcontainers.community.elasticsearch import ElasticsearchContainer
 
 
 def basic_example():
diff --git a/docs/modules/generic_example.py b/docs/modules/generic_example.py
index 107bcc7c2..caa3eafab 100644
--- a/docs/modules/generic_example.py
+++ b/docs/modules/generic_example.py
@@ -1,6 +1,6 @@
 import requests
 
-from testcontainers.generic import GenericContainer
+from testcontainers.community.generic import GenericContainer
 
 
 def basic_example():
diff --git a/docs/modules/google_example.py b/docs/modules/google_example.py
index 323b25817..04d985644 100644
--- a/docs/modules/google_example.py
+++ b/docs/modules/google_example.py
@@ -3,7 +3,7 @@
 
 from google.cloud import bigquery, datastore, pubsub, storage
 
-from testcontainers.google import GoogleContainer
+from testcontainers.community.google import GoogleContainer
 
 
 def basic_example():
diff --git a/docs/modules/influxdb_example.py b/docs/modules/influxdb_example.py
index 94154b034..97391a25f 100644
--- a/docs/modules/influxdb_example.py
+++ b/docs/modules/influxdb_example.py
@@ -4,7 +4,7 @@
 from influxdb_client import InfluxDBClient, Point
 from influxdb_client.client.write_api import SYNCHRONOUS
 
-from testcontainers.influxdb import InfluxDBContainer
+from testcontainers.community.influxdb import InfluxDBContainer
 
 
 def basic_example():
diff --git a/docs/modules/k3s_example.py b/docs/modules/k3s_example.py
index 75550f0b6..bf566d2af 100644
--- a/docs/modules/k3s_example.py
+++ b/docs/modules/k3s_example.py
@@ -5,7 +5,7 @@
 from kubernetes import client, config
 from kubernetes.client.rest import ApiException
 
-from testcontainers.k3s import K3sContainer
+from testcontainers.community.k3s import K3sContainer
 
 
 def basic_example():
diff --git a/docs/modules/kafka_example.py b/docs/modules/kafka_example.py
index 37b9a32d0..1c0df4128 100644
--- a/docs/modules/kafka_example.py
+++ b/docs/modules/kafka_example.py
@@ -5,7 +5,7 @@
 
 from kafka import KafkaConsumer, KafkaProducer
 
-from testcontainers.kafka import KafkaContainer
+from testcontainers.community.kafka import KafkaContainer
 
 
 def basic_example():
diff --git a/docs/modules/keycloak_example.py b/docs/modules/keycloak_example.py
index f4299f989..712dac2e5 100644
--- a/docs/modules/keycloak_example.py
+++ b/docs/modules/keycloak_example.py
@@ -2,7 +2,7 @@
 
 from keycloak import KeycloakAdmin, KeycloakOpenID
 
-from testcontainers.keycloak import KeycloakContainer
+from testcontainers.community.keycloak import KeycloakContainer
 
 
 def basic_example():
diff --git a/docs/modules/localstack_example.py b/docs/modules/localstack_example.py
index 8c622f223..19767caad 100644
--- a/docs/modules/localstack_example.py
+++ b/docs/modules/localstack_example.py
@@ -2,7 +2,7 @@
 
 import boto3
 
-from testcontainers.localstack import LocalStackContainer
+from testcontainers.community.localstack import LocalStackContainer
 
 
 def basic_example():
diff --git a/docs/modules/mailpit_example.py b/docs/modules/mailpit_example.py
index ef97ab906..c44934c26 100644
--- a/docs/modules/mailpit_example.py
+++ b/docs/modules/mailpit_example.py
@@ -5,7 +5,7 @@
 
 import requests
 
-from testcontainers.mailpit import MailpitContainer
+from testcontainers.community.mailpit import MailpitContainer
 
 
 def basic_example():
diff --git a/docs/modules/memcached_example.py b/docs/modules/memcached_example.py
index 01e52dea8..e84daccc6 100644
--- a/docs/modules/memcached_example.py
+++ b/docs/modules/memcached_example.py
@@ -3,7 +3,7 @@
 
 import memcache
 
-from testcontainers.memcached import MemcachedContainer
+from testcontainers.community.memcached import MemcachedContainer
 
 
 def basic_example():
diff --git a/docs/modules/milvus_example.py b/docs/modules/milvus_example.py
index 776aa11b3..3d877bd63 100644
--- a/docs/modules/milvus_example.py
+++ b/docs/modules/milvus_example.py
@@ -4,7 +4,7 @@
 import numpy as np
 from pymilvus import Collection, CollectionSchema, DataType, FieldSchema, connections, utility
 
-from testcontainers.milvus import MilvusContainer
+from testcontainers.community.milvus import MilvusContainer
 
 
 def basic_example():
diff --git a/docs/modules/minio_example.py b/docs/modules/minio_example.py
index 5318679be..106b037ba 100644
--- a/docs/modules/minio_example.py
+++ b/docs/modules/minio_example.py
@@ -4,7 +4,7 @@
 
 from minio import Minio
 
-from testcontainers.minio import MinioContainer
+from testcontainers.community.minio import MinioContainer
 
 
 def basic_example():
diff --git a/docs/modules/mongodb_example.py b/docs/modules/mongodb_example.py
index 8fde30c65..0ecfe89c0 100644
--- a/docs/modules/mongodb_example.py
+++ b/docs/modules/mongodb_example.py
@@ -3,7 +3,7 @@
 
 from pymongo import MongoClient
 
-from testcontainers.mongodb import MongoDbContainer
+from testcontainers.community.mongodb import MongoDbContainer
 
 
 def basic_example():
diff --git a/docs/modules/mqtt_example.py b/docs/modules/mqtt_example.py
index dc6de9fe3..8ab3e564a 100644
--- a/docs/modules/mqtt_example.py
+++ b/docs/modules/mqtt_example.py
@@ -2,7 +2,7 @@
 
 import paho.mqtt.client as mqtt
 
-from testcontainers.mqtt import MqttContainer
+from testcontainers.community.mqtt import MqttContainer
 
 
 def basic_example():
diff --git a/docs/modules/mssql_example.py b/docs/modules/mssql_example.py
index f42e541d1..e518c5a86 100644
--- a/docs/modules/mssql_example.py
+++ b/docs/modules/mssql_example.py
@@ -1,6 +1,6 @@
 import pymssql
 
-from testcontainers.mssql import MsSqlContainer
+from testcontainers.community.mssql import MsSqlContainer
 
 
 def basic_example():
diff --git a/docs/modules/mysql_example.py b/docs/modules/mysql_example.py
index ba3418b28..2ce977701 100644
--- a/docs/modules/mysql_example.py
+++ b/docs/modules/mysql_example.py
@@ -1,6 +1,6 @@
 import sqlalchemy
 
-from testcontainers.mysql import MySqlContainer
+from testcontainers.community.mysql import MySqlContainer
 
 
 def basic_example():
diff --git a/docs/modules/nats_example.py b/docs/modules/nats_example.py
index 094b94856..660f74784 100644
--- a/docs/modules/nats_example.py
+++ b/docs/modules/nats_example.py
@@ -4,7 +4,7 @@
 from nats.aio.client import Client as NATS
 from nats.aio.msg import Msg
 
-from testcontainers.nats import NatsContainer
+from testcontainers.community.nats import NatsContainer
 
 
 async def message_handler(msg: Msg):
diff --git a/docs/modules/neo4j_example.py b/docs/modules/neo4j_example.py
index c6114bc70..7bd446764 100644
--- a/docs/modules/neo4j_example.py
+++ b/docs/modules/neo4j_example.py
@@ -2,7 +2,7 @@
 
 from neo4j import GraphDatabase
 
-from testcontainers.neo4j import Neo4jContainer
+from testcontainers.community.neo4j import Neo4jContainer
 
 
 def basic_example():
diff --git a/docs/modules/nginx_example.py b/docs/modules/nginx_example.py
index d7aaec122..e5ac30980 100644
--- a/docs/modules/nginx_example.py
+++ b/docs/modules/nginx_example.py
@@ -4,7 +4,7 @@
 
 import requests
 
-from testcontainers.nginx import NginxContainer
+from testcontainers.community.nginx import NginxContainer
 
 
 def basic_example():
diff --git a/docs/modules/ollama_example.py b/docs/modules/ollama_example.py
index 134b636f5..a5ab6c2e0 100644
--- a/docs/modules/ollama_example.py
+++ b/docs/modules/ollama_example.py
@@ -1,6 +1,6 @@
 import requests
 
-from testcontainers.ollama import OllamaContainer
+from testcontainers.community.ollama import OllamaContainer
 
 
 def basic_example():
diff --git a/docs/modules/postgres_example.py b/docs/modules/postgres_example.py
index 611081023..bc6a80366 100644
--- a/docs/modules/postgres_example.py
+++ b/docs/modules/postgres_example.py
@@ -2,7 +2,7 @@
 import sqlalchemy
 from sqlalchemy import text
 
-from testcontainers.postgres import PostgresContainer
+from testcontainers.community.postgres import PostgresContainer
 
 
 def basic_example():
diff --git a/docs/modules/qdrant_example.py b/docs/modules/qdrant_example.py
index 589735e1e..d8ce029d8 100644
--- a/docs/modules/qdrant_example.py
+++ b/docs/modules/qdrant_example.py
@@ -5,7 +5,7 @@
 from qdrant_client import QdrantClient
 from qdrant_client.http import models
 
-from testcontainers.qdrant import QdrantContainer
+from testcontainers.community.qdrant import QdrantContainer
 
 
 def basic_example():
diff --git a/docs/modules/rabbitmq_example.py b/docs/modules/rabbitmq_example.py
index 906a0e24f..fc79bbde7 100644
--- a/docs/modules/rabbitmq_example.py
+++ b/docs/modules/rabbitmq_example.py
@@ -4,7 +4,7 @@
 
 import pika
 
-from testcontainers.rabbitmq import RabbitMQContainer
+from testcontainers.community.rabbitmq import RabbitMQContainer
 
 
 def basic_example():
diff --git a/docs/modules/redis_example.py b/docs/modules/redis_example.py
index 5fce0a7b7..374b45619 100644
--- a/docs/modules/redis_example.py
+++ b/docs/modules/redis_example.py
@@ -2,7 +2,7 @@
 
 import redis
 
-from testcontainers.redis import RedisContainer
+from testcontainers.community.redis import RedisContainer
 
 
 def basic_example():
diff --git a/docs/modules/registry_example.py b/docs/modules/registry_example.py
index 0bd136872..6b8289d17 100644
--- a/docs/modules/registry_example.py
+++ b/docs/modules/registry_example.py
@@ -2,7 +2,7 @@
 
 import requests
 
-from testcontainers.registry import RegistryContainer
+from testcontainers.community.registry import RegistryContainer
 
 
 def basic_example():
diff --git a/docs/modules/scylla_example.py b/docs/modules/scylla_example.py
index fa26369cc..7cc913955 100644
--- a/docs/modules/scylla_example.py
+++ b/docs/modules/scylla_example.py
@@ -4,7 +4,7 @@
 from cassandra.auth import PlainTextAuthProvider
 from cassandra.cluster import Cluster
 
-from testcontainers.scylla import ScyllaContainer
+from testcontainers.community.scylla import ScyllaContainer
 
 
 def basic_example():
diff --git a/docs/modules/selenium_example.py b/docs/modules/selenium_example.py
index f136126fb..355e3d6a6 100644
--- a/docs/modules/selenium_example.py
+++ b/docs/modules/selenium_example.py
@@ -2,7 +2,7 @@
 from selenium.webdriver.support import expected_conditions as EC
 from selenium.webdriver.support.ui import WebDriverWait
 
-from testcontainers.selenium import SeleniumContainer
+from testcontainers.community.selenium import SeleniumContainer
 
 
 def basic_example():
diff --git a/docs/modules/sftp_example.py b/docs/modules/sftp_example.py
index f5d2058eb..279729e13 100644
--- a/docs/modules/sftp_example.py
+++ b/docs/modules/sftp_example.py
@@ -4,7 +4,7 @@
 
 import paramiko
 
-from testcontainers.sftp import SftpContainer
+from testcontainers.community.sftp import SftpContainer
 
 
 def basic_example():
diff --git a/docs/modules/trino_example.py b/docs/modules/trino_example.py
index f2b351243..b2466ca23 100644
--- a/docs/modules/trino_example.py
+++ b/docs/modules/trino_example.py
@@ -1,7 +1,7 @@
 import trino
 from trino.exceptions import TrinoQueryError
 
-from testcontainers.trino import TrinoContainer
+from testcontainers.community.trino import TrinoContainer
 
 
 def basic_example():
diff --git a/docs/modules/valkey_example.py b/docs/modules/valkey_example.py
index 1288b5d94..1704a4e5a 100644
--- a/docs/modules/valkey_example.py
+++ b/docs/modules/valkey_example.py
@@ -6,7 +6,7 @@
 
 from glide_sync import GlideClient, GlideClientConfiguration, NodeAddress, ServerCredentials
 
-from testcontainers.valkey import ValkeyContainer
+from testcontainers.community.valkey import ValkeyContainer
 
 
 def basic_example():
diff --git a/docs/modules/vault_example.py b/docs/modules/vault_example.py
index 2dd873f7a..872f5f577 100644
--- a/docs/modules/vault_example.py
+++ b/docs/modules/vault_example.py
@@ -2,7 +2,7 @@
 
 import hvac
 
-from testcontainers.vault import VaultContainer
+from testcontainers.community.vault import VaultContainer
 
 
 def basic_example():
diff --git a/docs/modules/weaviate_example.py b/docs/modules/weaviate_example.py
index 0c7097723..0feb6da0b 100644
--- a/docs/modules/weaviate_example.py
+++ b/docs/modules/weaviate_example.py
@@ -3,7 +3,7 @@
 
 import weaviate
 
-from testcontainers.weaviate import WeaviateContainer
+from testcontainers.community.weaviate import WeaviateContainer
 
 
 def basic_example():
diff --git a/docs/quickstart.md b/docs/quickstart.md
index 83b0454ff..aaad2fc32 100644
--- a/docs/quickstart.md
+++ b/docs/quickstart.md
@@ -18,7 +18,7 @@ pip install testcontainers
 
 ```python
 import pytest
-from testcontainers.redis import RedisContainer
+from testcontainers.community.redis import RedisContainer
 import redis
 
 def test_with_redis():
diff --git a/src/testcontainers/community/arangodb/__init__.py b/src/testcontainers/community/arangodb/__init__.py
index 9ea36f6ea..c81898ca2 100644
--- a/src/testcontainers/community/arangodb/__init__.py
+++ b/src/testcontainers/community/arangodb/__init__.py
@@ -23,7 +23,7 @@ class ArangoDbContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.arangodb import ArangoDbContainer
+            >>> from testcontainers.community.arangodb import ArangoDbContainer
             >>> from arango import ArangoClient
 
             >>> with ArangoDbContainer("arangodb:3.11.8") as arango:
diff --git a/src/testcontainers/community/aws/aws_lambda.py b/src/testcontainers/community/aws/aws_lambda.py
index e3cd76faf..31565206b 100644
--- a/src/testcontainers/community/aws/aws_lambda.py
+++ b/src/testcontainers/community/aws/aws_lambda.py
@@ -2,9 +2,8 @@
 from typing import Union
 
 import httpx
-
+from testcontainers.community.generic.server import ServerContainer
 from testcontainers.core.image import DockerImage
-from testcontainers.generic.server import ServerContainer
 
 RIE_PATH = "/2015-03-31/functions/function/invocations"
 # AWS OS-only base images contain an Amazon Linux distribution and the runtime interface emulator (RIE) for Lambda.
@@ -20,7 +19,7 @@ class AWSLambdaContainer(ServerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.aws import AWSLambdaContainer
+            >>> from testcontainers.community.aws import AWSLambdaContainer
             >>> from testcontainers.core.waiting_utils import wait_for_logs
             >>> from testcontainers.core.image import DockerImage
 
diff --git a/src/testcontainers/community/azurite/__init__.py b/src/testcontainers/community/azurite/__init__.py
index 3cd755f34..0cc400200 100644
--- a/src/testcontainers/community/azurite/__init__.py
+++ b/src/testcontainers/community/azurite/__init__.py
@@ -44,7 +44,7 @@ class AzuriteContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.azurite import AzuriteContainer
+            >>> from testcontainers.community.azurite import AzuriteContainer
             >>> from azure.storage.blob import BlobServiceClient
 
             >>> with AzuriteContainer() as azurite_container:
diff --git a/src/testcontainers/community/cassandra/__init__.py b/src/testcontainers/community/cassandra/__init__.py
index 2770451fa..813be8b1d 100644
--- a/src/testcontainers/community/cassandra/__init__.py
+++ b/src/testcontainers/community/cassandra/__init__.py
@@ -23,7 +23,7 @@ class CassandraContainer(DockerContainer):
         .. doctest:: cassandra_container
             :skipif: SKIP_CASSANDRA_EXAMPLE
 
-            >>> from testcontainers.cassandra import CassandraContainer
+            >>> from testcontainers.community.cassandra import CassandraContainer
             >>> from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
 
             >>> with CassandraContainer("cassandra:4.1.4") as cassandra, Cluster(
diff --git a/src/testcontainers/community/chroma/__init__.py b/src/testcontainers/community/chroma/__init__.py
index 358351b82..aa6c0b3fc 100644
--- a/src/testcontainers/community/chroma/__init__.py
+++ b/src/testcontainers/community/chroma/__init__.py
@@ -1,7 +1,6 @@
 from typing import TYPE_CHECKING
 
 from requests import ConnectionError, get
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -20,7 +19,7 @@ class ChromaContainer(DockerContainer):
         .. doctest::
 
             >>> import chromadb
-            >>> from testcontainers.chroma import ChromaContainer
+            >>> from testcontainers.community.chroma import ChromaContainer
 
             >>> with ChromaContainer() as chroma:
             ...   config = chroma.get_config()
diff --git a/src/testcontainers/community/clickhouse/__init__.py b/src/testcontainers/community/clickhouse/__init__.py
index 00ebde809..c144e2a8a 100644
--- a/src/testcontainers/community/clickhouse/__init__.py
+++ b/src/testcontainers/community/clickhouse/__init__.py
@@ -30,7 +30,7 @@ class ClickHouseContainer(DbContainer):
         .. doctest::
 
             >>> import clickhouse_driver
-            >>> from testcontainers.clickhouse import ClickHouseContainer
+            >>> from testcontainers.community.clickhouse import ClickHouseContainer
 
             >>> with ClickHouseContainer("clickhouse/clickhouse-server:21.8") as clickhouse:
             ...     client = clickhouse_driver.Client.from_url(clickhouse.get_connection_url())
diff --git a/src/testcontainers/community/cockroachdb/__init__.py b/src/testcontainers/community/cockroachdb/__init__.py
index 13a17ed5c..51bfdabd0 100644
--- a/src/testcontainers/community/cockroachdb/__init__.py
+++ b/src/testcontainers/community/cockroachdb/__init__.py
@@ -33,7 +33,7 @@ class CockroachDBContainer(DbContainer):
         .. doctest::
 
             >>> import sqlalchemy
-            >>> from testcontainers.cockroachdb import CockroachDBContainer
+            >>> from testcontainers.community.cockroachdb import CockroachDBContainer
 
             >>> with CockroachDBContainer('cockroachdb/cockroach:v24.1.1') as crdb:
             ...     engine = sqlalchemy.create_engine(crdb.get_connection_url())
diff --git a/src/testcontainers/community/cosmosdb/mongodb.py b/src/testcontainers/community/cosmosdb/mongodb.py
index e54f52ff6..e31b917b9 100644
--- a/src/testcontainers/community/cosmosdb/mongodb.py
+++ b/src/testcontainers/community/cosmosdb/mongodb.py
@@ -15,7 +15,7 @@ class CosmosDBMongoEndpointContainer(CosmosDBEmulatorContainer):
 
         .. code-block:: python
 
-            >>> from testcontainers.cosmosdb import CosmosDBMongoEndpointContainer
+            >>> from testcontainers.community.cosmosdb import CosmosDBMongoEndpointContainer
 
             >>> with CosmosDBMongoEndpointContainer(mongodb_version="4.0") as emulator:
             ...   print(f"Point your MongoDB client at {emulator.host}:{emulator.port} using key {emulator.key}")
diff --git a/src/testcontainers/community/cosmosdb/nosql.py b/src/testcontainers/community/cosmosdb/nosql.py
index f78469674..58db8525b 100644
--- a/src/testcontainers/community/cosmosdb/nosql.py
+++ b/src/testcontainers/community/cosmosdb/nosql.py
@@ -1,7 +1,6 @@
 from azure.core.exceptions import ServiceRequestError
 from azure.cosmos import CosmosClient as SyncCosmosClient
 from azure.cosmos.aio import CosmosClient as AsyncCosmosClient
-
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
 from ._emulator import CosmosDBEmulatorContainer
@@ -19,13 +18,13 @@ class CosmosDBNoSQLEndpointContainer(CosmosDBEmulatorContainer):
 
         .. code-block:: python
 
-            >>> from testcontainers.cosmosdb import CosmosDBNoSQLEndpointContainer
+            >>> from testcontainers.community.cosmosdb import CosmosDBNoSQLEndpointContainer
             >>> with CosmosDBNoSQLEndpointContainer() as emulator:
             ...   db = emulator.insecure_sync_client().create_database_if_not_exists("test")
 
         .. code-block:: python
 
-            >>> from testcontainers.cosmosdb import CosmosDBNoSQLEndpointContainer
+            >>> from testcontainers.community.cosmosdb import CosmosDBNoSQLEndpointContainer
             >>> from azure.cosmos import CosmosClient
 
             >>> with CosmosDBNoSQLEndpointContainer() as emulator:
diff --git a/src/testcontainers/community/db2/__init__.py b/src/testcontainers/community/db2/__init__.py
index b17c0efef..767e49f7f 100644
--- a/src/testcontainers/community/db2/__init__.py
+++ b/src/testcontainers/community/db2/__init__.py
@@ -14,7 +14,7 @@ class Db2Container(DbContainer):
         .. doctest::
 
             >>> import sqlalchemy
-            >>> from testcontainers.db2 import Db2Container
+            >>> from testcontainers.community.db2 import Db2Container
 
             >>> with Db2Container("icr.io/db2_community/db2:latest") as db2:
             ...    engine = sqlalchemy.create_engine(db2.get_connection_url())
diff --git a/src/testcontainers/community/elasticsearch/__init__.py b/src/testcontainers/community/elasticsearch/__init__.py
index 914ebf0b5..ebda06b17 100644
--- a/src/testcontainers/community/elasticsearch/__init__.py
+++ b/src/testcontainers/community/elasticsearch/__init__.py
@@ -64,7 +64,7 @@ class ElasticSearchContainer(DockerContainer):
 
             >>> import json
             >>> import urllib
-            >>> from testcontainers.elasticsearch import ElasticSearchContainer
+            >>> from testcontainers.community.elasticsearch import ElasticSearchContainer
 
             >>> with ElasticSearchContainer(f'elasticsearch:8.3.3', mem_limit='3G') as es:
             ...    resp = urllib.request.urlopen(f'http://{es.get_container_host_ip()}:{es.get_exposed_port(es.port)}')
diff --git a/src/testcontainers/community/generic/server.py b/src/testcontainers/community/generic/server.py
index 19a7c896c..1d54fd0fc 100644
--- a/src/testcontainers/community/generic/server.py
+++ b/src/testcontainers/community/generic/server.py
@@ -16,7 +16,7 @@ class ServerContainer(DockerContainer):
     .. doctest::
 
         >>> import httpx
-        >>> from testcontainers.generic import ServerContainer
+        >>> from testcontainers.community.generic import ServerContainer
         >>> from testcontainers.core.waiting_utils import wait_for_logs
         >>> from testcontainers.core.image import DockerImage
 
diff --git a/src/testcontainers/community/google/datastore.py b/src/testcontainers/community/google/datastore.py
index 24edbdcd7..f97b38e8b 100644
--- a/src/testcontainers/community/google/datastore.py
+++ b/src/testcontainers/community/google/datastore.py
@@ -13,10 +13,11 @@
 import os
 from unittest.mock import patch
 
-from google.cloud import datastore
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
+from google.cloud import datastore
+
 
 class DatastoreContainer(DockerContainer):
     """
@@ -30,7 +31,7 @@ class DatastoreContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.google import DatastoreContainer
+            >>> from testcontainers.community.google import DatastoreContainer
 
             >>> config = DatastoreContainer()
             >>> with config as datastore:
diff --git a/src/testcontainers/community/google/pubsub.py b/src/testcontainers/community/google/pubsub.py
index 706030599..b9ea4151c 100644
--- a/src/testcontainers/community/google/pubsub.py
+++ b/src/testcontainers/community/google/pubsub.py
@@ -13,9 +13,10 @@
 import os
 from unittest.mock import patch
 
-from google.cloud import pubsub
 from testcontainers.core.container import DockerContainer
 
+from google.cloud import pubsub
+
 
 class PubSubContainer(DockerContainer):
     """
@@ -30,7 +31,7 @@ class PubSubContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.google import PubSubContainer
+            >>> from testcontainers.community.google import PubSubContainer
 
             >>> config = PubSubContainer()
             >>> with config as pubsub:
diff --git a/src/testcontainers/community/influxdb1/__init__.py b/src/testcontainers/community/influxdb1/__init__.py
index 81f21c163..a516b6adc 100644
--- a/src/testcontainers/community/influxdb1/__init__.py
+++ b/src/testcontainers/community/influxdb1/__init__.py
@@ -14,8 +14,7 @@
 from typing import Optional
 
 from influxdb import InfluxDBClient
-
-from testcontainers.influxdb import InfluxDbContainer
+from testcontainers.community.influxdb import InfluxDbContainer
 
 
 class InfluxDb1Container(InfluxDbContainer):
@@ -27,7 +26,7 @@ class InfluxDb1Container(InfluxDbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.influxdb1 import InfluxDbContainer
+            >>> from testcontainers.community.influxdb1 import InfluxDbContainer
 
             >>> with InfluxDbContainer() as influxdb:
             ...    version = influxdb.get_version()
diff --git a/src/testcontainers/community/influxdb2/__init__.py b/src/testcontainers/community/influxdb2/__init__.py
index bd33d7fc4..1dbb83676 100644
--- a/src/testcontainers/community/influxdb2/__init__.py
+++ b/src/testcontainers/community/influxdb2/__init__.py
@@ -15,8 +15,7 @@
 from typing import Optional
 
 from influxdb_client import InfluxDBClient, Organization
-
-from testcontainers.influxdb import InfluxDbContainer
+from testcontainers.community.influxdb import InfluxDbContainer
 
 
 class InfluxDb2Container(InfluxDbContainer):
@@ -28,7 +27,7 @@ class InfluxDb2Container(InfluxDbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.influxdb2 import InfluxDb2Container
+            >>> from testcontainers.community.influxdb2 import InfluxDb2Container
 
             >>> with InfluxDb2Container() as influxdb2:
             ...    version = influxdb2.get_version()
diff --git a/src/testcontainers/community/k3s/__init__.py b/src/testcontainers/community/k3s/__init__.py
index fbdeefee3..8d1216fc4 100644
--- a/src/testcontainers/community/k3s/__init__.py
+++ b/src/testcontainers/community/k3s/__init__.py
@@ -27,7 +27,7 @@ class K3SContainer(DockerContainer):
         .. doctest::
 
             >>> import yaml
-            >>> from testcontainers.k3s import K3SContainer
+            >>> from testcontainers.community.k3s import K3SContainer
             >>> from kubernetes import client, config
 
             >>> with K3SContainer() as k3s:
diff --git a/src/testcontainers/community/kafka/__init__.py b/src/testcontainers/community/kafka/__init__.py
index 315c16ce5..ce5532ff0 100644
--- a/src/testcontainers/community/kafka/__init__.py
+++ b/src/testcontainers/community/kafka/__init__.py
@@ -6,13 +6,12 @@
 from os import environ
 from textwrap import dedent
 
-from typing_extensions import Self
-
+from testcontainers.community.kafka._redpanda import RedpandaContainer
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.version import ComparableVersion
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
-from testcontainers.kafka._redpanda import RedpandaContainer
+from typing_extensions import Self
 
 __all__ = [
     "KafkaContainer",
@@ -42,7 +41,7 @@ class KafkaContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.kafka import KafkaContainer
+            >>> from testcontainers.community.kafka import KafkaContainer
 
             >>> with KafkaContainer() as kafka:
             ...    connection = kafka.get_bootstrap_server()
diff --git a/src/testcontainers/community/kafka/_redpanda.py b/src/testcontainers/community/kafka/_redpanda.py
index a8adc0e03..d5d599670 100644
--- a/src/testcontainers/community/kafka/_redpanda.py
+++ b/src/testcontainers/community/kafka/_redpanda.py
@@ -17,7 +17,7 @@ class RedpandaContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.kafka import RedpandaContainer
+            >>> from testcontainers.community.kafka import RedpandaContainer
 
             >>> with RedpandaContainer() as redpanda:
             ...    connection = redpanda.get_bootstrap_server()
diff --git a/src/testcontainers/community/keycloak/__init__.py b/src/testcontainers/community/keycloak/__init__.py
index 044ba0b2b..459e4ea26 100644
--- a/src/testcontainers/community/keycloak/__init__.py
+++ b/src/testcontainers/community/keycloak/__init__.py
@@ -14,11 +14,11 @@
 from typing import Optional
 
 import requests
-
-from keycloak import KeycloakAdmin
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
+from keycloak import KeycloakAdmin
+
 _DEFAULT_DEV_COMMAND = "start-dev"
 # Since Keycloak v26.0.0
 # See: https://www.keycloak.org/server/all-config#category-bootstrap_admin
@@ -36,7 +36,7 @@ class KeycloakContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.keycloak import KeycloakContainer
+            >>> from testcontainers.community.keycloak import KeycloakContainer
 
             >>> with KeycloakContainer(f"quay.io/keycloak/keycloak:25.0.4") as keycloak:
             ...     keycloak.get_client().users_count()
diff --git a/src/testcontainers/community/localstack/__init__.py b/src/testcontainers/community/localstack/__init__.py
index 15cabeab6..77bc9512f 100644
--- a/src/testcontainers/community/localstack/__init__.py
+++ b/src/testcontainers/community/localstack/__init__.py
@@ -15,7 +15,6 @@
 from typing import Any, Optional
 
 import boto3
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -28,7 +27,7 @@ class LocalStackContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.localstack import LocalStackContainer
+            >>> from testcontainers.community.localstack import LocalStackContainer
 
             >>> with LocalStackContainer(image="localstack/localstack:2.0.1") as localstack:
             ...     dynamo_client = localstack.get_client("dynamodb")
diff --git a/src/testcontainers/community/mailpit/__init__.py b/src/testcontainers/community/mailpit/__init__.py
index 466755949..a95337719 100644
--- a/src/testcontainers/community/mailpit/__init__.py
+++ b/src/testcontainers/community/mailpit/__init__.py
@@ -24,7 +24,6 @@
     NoEncryption,
 )
 from cryptography.x509.oid import NameOID
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -44,7 +43,7 @@ class MailpitUser(NamedTuple):
 
         .. doctest::
 
-            >>> from testcontainers.mailpit import MailpitUser
+            >>> from testcontainers.community.mailpit import MailpitUser
 
             >>> users = [
             ...     MailpitUser("jane", "secret"),
@@ -86,7 +85,7 @@ class MailpitContainer(DockerContainer):
 
             >>> import smtplib
 
-            >>> from testcontainers.mailpit import MailpitContainer
+            >>> from testcontainers.community.mailpit import MailpitContainer
 
             >>> with MailpitContainer() as mailpit_container:
             ...     host_ip = mailpit_container.get_container_host_ip()
@@ -105,7 +104,7 @@ class MailpitContainer(DockerContainer):
 
             >>> import smtplib
 
-            >>> from testcontainers.mailpit import MailpitContainer, MailpitUser
+            >>> from testcontainers.community.mailpit import MailpitContainer, MailpitUser
 
             >>> users = [MailpitUser("jane", "secret"), MailpitUser("ron", "pass2")]
 
diff --git a/src/testcontainers/community/memcached/__init__.py b/src/testcontainers/community/memcached/__init__.py
index 6da409e06..75844873d 100644
--- a/src/testcontainers/community/memcached/__init__.py
+++ b/src/testcontainers/community/memcached/__init__.py
@@ -28,7 +28,7 @@ class MemcachedContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.memcached import MemcachedContainer
+            >>> from testcontainers.community.memcached import MemcachedContainer
 
             >>> with MemcachedContainer() as memcached_container:
             ...    host, port = memcached_container.get_host_and_port()
diff --git a/src/testcontainers/community/milvus/__init__.py b/src/testcontainers/community/milvus/__init__.py
index 2a1534146..b75b12d0c 100644
--- a/src/testcontainers/community/milvus/__init__.py
+++ b/src/testcontainers/community/milvus/__init__.py
@@ -12,7 +12,6 @@
 #    under the License.
 
 import requests
-
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.generic import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
@@ -30,7 +29,7 @@ class MilvusContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.milvus import MilvusContainer
+            >>> from testcontainers.community.milvus import MilvusContainer
             >>> with MilvusContainer("milvusdb/milvus:v2.4.4") as milvus_container:
             ...     milvus_container.get_exposed_port(milvus_container.port) in milvus_container.get_connection_url()
             True
diff --git a/src/testcontainers/community/minio/__init__.py b/src/testcontainers/community/minio/__init__.py
index 4c26648bc..63448f712 100644
--- a/src/testcontainers/community/minio/__init__.py
+++ b/src/testcontainers/community/minio/__init__.py
@@ -1,8 +1,9 @@
-from minio import Minio
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import HttpWaitStrategy
 
+from minio import Minio
+
 
 class MinioContainer(DockerContainer):
     """
@@ -18,7 +19,7 @@ class MinioContainer(DockerContainer):
         .. doctest::
 
             >>> import io
-            >>> from testcontainers.minio import MinioContainer
+            >>> from testcontainers.community.minio import MinioContainer
 
             >>> with MinioContainer() as minio:
             ...   client = minio.get_client()
diff --git a/src/testcontainers/community/mongodb/__init__.py b/src/testcontainers/community/mongodb/__init__.py
index 43b3fb9d8..eb7a8747d 100644
--- a/src/testcontainers/community/mongodb/__init__.py
+++ b/src/testcontainers/community/mongodb/__init__.py
@@ -15,11 +15,11 @@
 from typing import Optional
 
 from pymongo import MongoClient
-
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import HealthcheckWaitStrategy, LogMessageWaitStrategy
 
+
 class MongoDbContainer(DbContainer):
     """
     Mongo document-based database container.
@@ -28,7 +28,7 @@ class MongoDbContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.mongodb import MongoDbContainer
+            >>> from testcontainers.community.mongodb import MongoDbContainer
 
             >>> with MongoDbContainer("mongo:7.0.7") as mongo:
             ...    db = mongo.get_connection_client().test
@@ -58,9 +58,7 @@ def __init__(
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(
             image=image,
-            _wait_strategy=LogMessageWaitStrategy(
-                re.compile(r"waiting for connections", re.IGNORECASE)
-            ),
+            _wait_strategy=LogMessageWaitStrategy(re.compile(r"waiting for connections", re.IGNORECASE)),
             **kwargs,
         )
         self.username = username if username else os.environ.get("MONGO_INITDB_ROOT_USERNAME", "test")
@@ -100,7 +98,7 @@ class MongoDBAtlasLocalContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.mongodb import MongoDBAtlasLocalContainer
+            >>> from testcontainers.community.mongodb import MongoDBAtlasLocalContainer
             >>> import time
             >>> with MongoDBAtlasLocalContainer("mongodb/mongodb-atlas-local:8.0.13") as mongo:
             ...    db = mongo.get_connection_client().test
diff --git a/src/testcontainers/community/mqtt/__init__.py b/src/testcontainers/community/mqtt/__init__.py
index 8321d0d06..e20c8adcc 100644
--- a/src/testcontainers/community/mqtt/__init__.py
+++ b/src/testcontainers/community/mqtt/__init__.py
@@ -14,10 +14,9 @@
 from pathlib import Path
 from typing import TYPE_CHECKING, Optional
 
-from typing_extensions import Self
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
+from typing_extensions import Self
 
 if TYPE_CHECKING:
     from paho.mqtt.client import Client
@@ -31,7 +30,7 @@ class MosquittoContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.mqtt import MosquittoContainer
+            >>> from testcontainers.community.mqtt import MosquittoContainer
 
             >>> with MosquittoContainer() as mosquitto_broker:
             ...     mqtt_client = mosquitto_broker.get_client()
diff --git a/src/testcontainers/community/mssql/__init__.py b/src/testcontainers/community/mssql/__init__.py
index 57f94ae55..f2b6c527c 100644
--- a/src/testcontainers/community/mssql/__init__.py
+++ b/src/testcontainers/community/mssql/__init__.py
@@ -15,7 +15,7 @@ class SqlServerContainer(DbContainer):
         .. doctest::
 
             >>> import sqlalchemy
-            >>> from testcontainers.mssql import SqlServerContainer
+            >>> from testcontainers.community.mssql import SqlServerContainer
 
             >>> with SqlServerContainer("mcr.microsoft.com/mssql/server:2022-CU12-ubuntu-22.04") as mssql:
             ...    engine = sqlalchemy.create_engine(mssql.get_connection_url())
diff --git a/src/testcontainers/community/mysql/__init__.py b/src/testcontainers/community/mysql/__init__.py
index 0dba8d590..e6a37ebb4 100644
--- a/src/testcontainers/community/mysql/__init__.py
+++ b/src/testcontainers/community/mysql/__init__.py
@@ -36,7 +36,7 @@ class MySqlContainer(DbContainer):
         .. doctest::
 
             >>> import sqlalchemy
-            >>> from testcontainers.mysql import MySqlContainer
+            >>> from testcontainers.community.mysql import MySqlContainer
 
             >>> with MySqlContainer("mysql:5.7.17", dialect="pymysql") as mysql:
             ...     engine = sqlalchemy.create_engine(mysql.get_connection_url())
@@ -51,7 +51,7 @@ class MySqlContainer(DbContainer):
 
         .. doctest::
             >>> import sqlalchemy
-            >>> from testcontainers.mysql import MySqlContainer
+            >>> from testcontainers.community.mysql import MySqlContainer
             >>> with MySqlContainer(seed="../../tests/seeds/") as mysql:
             ...     engine = sqlalchemy.create_engine(mysql.get_connection_url())
             ...     with engine.begin() as connection:
diff --git a/src/testcontainers/community/nats/__init__.py b/src/testcontainers/community/nats/__init__.py
index a900036dc..071dbcce5 100644
--- a/src/testcontainers/community/nats/__init__.py
+++ b/src/testcontainers/community/nats/__init__.py
@@ -26,7 +26,7 @@ class NatsContainer(DockerContainer):
 
             >>> import asyncio
             >>> from nats import connect as nats_connect
-            >>> from testcontainers.nats import NatsContainer
+            >>> from testcontainers.community.nats import NatsContainer
 
             >>> async def test_doctest_usage():
             ...     with NatsContainer() as nats_container:
diff --git a/src/testcontainers/community/neo4j/__init__.py b/src/testcontainers/community/neo4j/__init__.py
index 4ac3387ac..b322e04ca 100644
--- a/src/testcontainers/community/neo4j/__init__.py
+++ b/src/testcontainers/community/neo4j/__init__.py
@@ -14,12 +14,14 @@
 import os
 from typing import Optional
 
-from neo4j import Driver, GraphDatabase
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
+from neo4j import Driver, GraphDatabase
+
+
 class Neo4jContainer(DbContainer):
     """
     Neo4j Graph Database (Standalone) database container.
@@ -28,7 +30,7 @@ class Neo4jContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.neo4j import Neo4jContainer
+            >>> from testcontainers.community.neo4j import Neo4jContainer
 
             >>> with Neo4jContainer() as neo4j, \\
             ...         neo4j.get_driver() as driver, \\
diff --git a/src/testcontainers/community/ollama/__init__.py b/src/testcontainers/community/ollama/__init__.py
index 002b02d61..2093f00da 100644
--- a/src/testcontainers/community/ollama/__init__.py
+++ b/src/testcontainers/community/ollama/__init__.py
@@ -16,7 +16,6 @@
 
 from docker.types.containers import DeviceRequest
 from requests import get
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -44,7 +43,7 @@ class OllamaContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.ollama import OllamaContainer
+            >>> from testcontainers.community.ollama import OllamaContainer
             >>> with OllamaContainer() as ollama:
             ...     ollama.list_models()
             []
@@ -54,7 +53,7 @@ class OllamaContainer(DockerContainer):
             >>> from json import loads
             >>> from pathlib import Path
             >>> from requests import post
-            >>> from testcontainers.ollama import OllamaContainer
+            >>> from testcontainers.community.ollama import OllamaContainer
             >>> def split_by_line(generator):
             ...     data = b''
             ...     for each_item in generator:
diff --git a/src/testcontainers/community/openfga/__init__.py b/src/testcontainers/community/openfga/__init__.py
index 56192aebb..ac0a4ad7c 100644
--- a/src/testcontainers/community/openfga/__init__.py
+++ b/src/testcontainers/community/openfga/__init__.py
@@ -14,7 +14,6 @@
 from typing import Optional
 
 import requests
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
@@ -41,7 +40,7 @@ class OpenFGAContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.openfga import OpenFGAContainer
+            >>> from testcontainers.community.openfga import OpenFGAContainer
             >>> from sys import version_info
 
             >>> with OpenFGAContainer("openfga/openfga:v1.8.4") as openfga:
diff --git a/src/testcontainers/community/opensearch/__init__.py b/src/testcontainers/community/opensearch/__init__.py
index 736bd98b9..c1a4b3df3 100644
--- a/src/testcontainers/community/opensearch/__init__.py
+++ b/src/testcontainers/community/opensearch/__init__.py
@@ -2,11 +2,10 @@
 
 from opensearchpy import OpenSearch
 from opensearchpy.exceptions import ConnectionError, TransportError
-from urllib3.exceptions import ProtocolError
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
+from urllib3.exceptions import ProtocolError
 
 MIN_REQUIRED_INITIAL_ADMIN_PASSWORD = [2, 12, 0]
 
@@ -25,7 +24,7 @@ class OpenSearchContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.opensearch import OpenSearchContainer
+            >>> from testcontainers.community.opensearch import OpenSearchContainer
 
             >>> with OpenSearchContainer() as opensearch:
             ...   client = opensearch.get_client()
diff --git a/src/testcontainers/community/oracle/__init__.py b/src/testcontainers/community/oracle/__init__.py
index 781be4280..3c53b9f62 100644
--- a/src/testcontainers/community/oracle/__init__.py
+++ b/src/testcontainers/community/oracle/__init__.py
@@ -19,7 +19,7 @@ class OracleDbContainer(DbContainer):
             ...     pytest.skip("linux only test")
 
             >>> import sqlalchemy
-            >>> from testcontainers.oracle import OracleDbContainer
+            >>> from testcontainers.community.oracle import OracleDbContainer
 
             >>> with OracleDbContainer() as oracle:
             ...     engine = sqlalchemy.create_engine(oracle.get_connection_url())
diff --git a/src/testcontainers/community/postgres/__init__.py b/src/testcontainers/community/postgres/__init__.py
index add7a142a..1de6e09d5 100644
--- a/src/testcontainers/community/postgres/__init__.py
+++ b/src/testcontainers/community/postgres/__init__.py
@@ -33,7 +33,7 @@ class PostgresContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.postgres import PostgresContainer
+            >>> from testcontainers.community.postgres import PostgresContainer
             >>> import sqlalchemy
 
             >>> with PostgresContainer("postgres:16") as postgres:
diff --git a/src/testcontainers/community/qdrant/__init__.py b/src/testcontainers/community/qdrant/__init__.py
index b2a2e8df2..828289910 100644
--- a/src/testcontainers/community/qdrant/__init__.py
+++ b/src/testcontainers/community/qdrant/__init__.py
@@ -26,7 +26,7 @@ class QdrantContainer(DockerContainer):
     Example:
         .. doctest::
 
-            >>> from testcontainers.qdrant import QdrantContainer
+            >>> from testcontainers.community.qdrant import QdrantContainer
 
             >>> with QdrantContainer() as qdrant:
             ...     client = qdrant.get_client()
diff --git a/src/testcontainers/community/rabbitmq/__init__.py b/src/testcontainers/community/rabbitmq/__init__.py
index 4a1911f3d..d86de1214 100644
--- a/src/testcontainers/community/rabbitmq/__init__.py
+++ b/src/testcontainers/community/rabbitmq/__init__.py
@@ -2,7 +2,6 @@
 from typing import Optional
 
 import pika
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
@@ -18,7 +17,7 @@ class RabbitMqContainer(DockerContainer):
         .. doctest::
 
             >>> import pika
-            >>> from testcontainers.rabbitmq import RabbitMqContainer
+            >>> from testcontainers.community.rabbitmq import RabbitMqContainer
 
             >>> with RabbitMqContainer("rabbitmq:3.9.10") as rabbitmq:
             ...    connection = pika.BlockingConnection(rabbitmq.get_connection_params())
diff --git a/src/testcontainers/community/redis/__init__.py b/src/testcontainers/community/redis/__init__.py
index 24895b328..0cfd9be56 100644
--- a/src/testcontainers/community/redis/__init__.py
+++ b/src/testcontainers/community/redis/__init__.py
@@ -13,12 +13,13 @@
 
 from typing import Optional
 
-import redis
-from redis.asyncio import Redis as asyncRedis
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import WaitStrategy, WaitStrategyTarget
 
+import redis
+from redis.asyncio import Redis as asyncRedis
+
 
 class RedisContainer(DockerContainer):
     """
@@ -28,7 +29,7 @@ class RedisContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.redis import RedisContainer
+            >>> from testcontainers.community.redis import RedisContainer
 
             >>> with RedisContainer() as redis_container:
             ...     redis_client = redis_container.get_client()
@@ -79,7 +80,7 @@ class AsyncRedisContainer(RedisContainer):
     -------
     .. doctest::
 
-        >>> from testcontainers.redis import AsyncRedisContainer
+        >>> from testcontainers.community.redis import AsyncRedisContainer
 
         >>> with AsyncRedisContainer() as redis_container:
         ...     redis_client =await  redis_container.get_async_client()
diff --git a/src/testcontainers/community/scylla/__init__.py b/src/testcontainers/community/scylla/__init__.py
index 6d79ec165..ca634fd62 100644
--- a/src/testcontainers/community/scylla/__init__.py
+++ b/src/testcontainers/community/scylla/__init__.py
@@ -10,7 +10,7 @@ class ScyllaContainer(DockerContainer):
     -------
     .. doctest::
 
-        >>> from testcontainers.scylla import ScyllaContainer
+        >>> from testcontainers.community.scylla import ScyllaContainer
 
         >>> with ScyllaContainer() as scylla:
         ...    cluster = scylla.get_cluster()
diff --git a/src/testcontainers/community/selenium/__init__.py b/src/testcontainers/community/selenium/__init__.py
index 53305ef93..2403cb7b6 100644
--- a/src/testcontainers/community/selenium/__init__.py
+++ b/src/testcontainers/community/selenium/__init__.py
@@ -14,14 +14,14 @@
 from typing import Any, Optional
 
 import urllib3
+from testcontainers.community.selenium.video import SeleniumVideoContainer
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.network import Network
+from testcontainers.core.waiting_utils import wait_container_is_ready
 from typing_extensions import Self
 
 from selenium import webdriver
 from selenium.webdriver.common.options import ArgOptions
-from testcontainers.core.container import DockerContainer
-from testcontainers.core.network import Network
-from testcontainers.core.waiting_utils import wait_container_is_ready
-from testcontainers.selenium.video import SeleniumVideoContainer
 
 IMAGES = {"firefox": "selenium/standalone-firefox:latest", "chrome": "selenium/standalone-chrome:latest"}
 
@@ -38,7 +38,7 @@ class BrowserWebDriverContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.selenium import BrowserWebDriverContainer
+            >>> from testcontainers.community.selenium import BrowserWebDriverContainer
             >>> from selenium.webdriver import DesiredCapabilities
 
             >>> with BrowserWebDriverContainer(DesiredCapabilities.CHROME) as chrome:
diff --git a/src/testcontainers/community/sftp/__init__.py b/src/testcontainers/community/sftp/__init__.py
index 1f39b9b83..a3c46f9f1 100644
--- a/src/testcontainers/community/sftp/__init__.py
+++ b/src/testcontainers/community/sftp/__init__.py
@@ -18,7 +18,6 @@
 
 from cryptography.hazmat.primitives import serialization
 from cryptography.hazmat.primitives.asymmetric import rsa
-
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
@@ -59,7 +58,7 @@ class SFTPUser:
 
         .. doctest::
 
-            >>> from testcontainers.sftp import SFTPUser
+            >>> from testcontainers.community.sftp import SFTPUser
 
             >>> users = [
             ...     SFTPUser("jane", password="secret"),
@@ -192,7 +191,7 @@ class SFTPContainer(DockerContainer):
 
             >>> import paramiko
 
-            >>> from testcontainers.sftp import SFTPContainer
+            >>> from testcontainers.community.sftp import SFTPContainer
 
             >>> with SFTPContainer() as sftp_container:
             ...     host_ip = sftp_container.get_container_host_ip()
@@ -211,7 +210,7 @@ class SFTPContainer(DockerContainer):
 
             >>> import paramiko
 
-            >>> from testcontainers.sftp import SFTPContainer
+            >>> from testcontainers.community.sftp import SFTPContainer
 
             >>> with SFTPContainer() as sftp_container:
             ...     host_ip = sftp_container.get_container_host_ip()
diff --git a/src/testcontainers/community/vault/__init__.py b/src/testcontainers/community/vault/__init__.py
index c89b27ea5..7b8cb4e54 100644
--- a/src/testcontainers/community/vault/__init__.py
+++ b/src/testcontainers/community/vault/__init__.py
@@ -27,7 +27,7 @@ class VaultContainer(DockerContainer):
 
         .. doctest::
 
-            >>> from testcontainers.vault import VaultContainer
+            >>> from testcontainers.community.vault import VaultContainer
             >>> import hvac
 
             >>> with VaultContainer("hashicorp/vault:1.16.1") as vault_container:
diff --git a/src/testcontainers/community/weaviate/__init__.py b/src/testcontainers/community/weaviate/__init__.py
index c33983121..6049aaee6 100644
--- a/src/testcontainers/community/weaviate/__init__.py
+++ b/src/testcontainers/community/weaviate/__init__.py
@@ -13,7 +13,6 @@
 from typing import TYPE_CHECKING, Optional
 
 from requests import ConnectionError, get
-
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
@@ -36,7 +35,7 @@ class WeaviateContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.weaviate import WeaviateContainer
+            >>> from testcontainers.community.weaviate import WeaviateContainer
 
             >>> with WeaviateContainer() as container:
             ...     with container.get_client() as client:
@@ -47,7 +46,7 @@ class WeaviateContainer(DbContainer):
 
         .. doctest::
 
-            >>> from testcontainers.weaviate import WeaviateContainer
+            >>> from testcontainers.community.weaviate import WeaviateContainer
 
             >>> with WeaviateContainer(
             ...     env_vars={
diff --git a/src/testcontainers/core/generic.py b/src/testcontainers/core/generic.py
index 1410321ee..c19d39143 100644
--- a/src/testcontainers/core/generic.py
+++ b/src/testcontainers/core/generic.py
@@ -30,7 +30,7 @@ class DbContainer(DockerContainer):
     """
     **DEPRECATED (for removal)**
     Please use database-specific container classes or `SqlContainer` instead.
-    # from testcontainers.generic.sql import SqlContainer
+    # from testcontainers.community.generic.sql import SqlContainer
 
     Generic database container.
     """
diff --git a/tests/community/generic/test_server.py b/tests/community/generic/test_server.py
index 5943b4a4d..81f4e1dd1 100644
--- a/tests/community/generic/test_server.py
+++ b/tests/community/generic/test_server.py
@@ -7,7 +7,7 @@
 
 from testcontainers.core.waiting_utils import wait_for_logs
 from testcontainers.core.image import DockerImage
-from testcontainers.generic import ServerContainer
+from testcontainers.community.generic import ServerContainer
 
 TEST_DIR = Path(__file__).parent
 
diff --git a/tests/community/generic/test_sql.py b/tests/community/generic/test_sql.py
index 69fff2427..7aade4952 100644
--- a/tests/community/generic/test_sql.py
+++ b/tests/community/generic/test_sql.py
@@ -2,8 +2,8 @@
 from unittest.mock import patch
 
 from testcontainers.core.exceptions import ContainerStartException
-from testcontainers.generic.sql import SqlContainer
-from testcontainers.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
+from testcontainers.community.generic.sql import SqlContainer
+from testcontainers.community.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
 
 
 class SimpleSqlContainer(SqlContainer):
@@ -153,7 +153,7 @@ def test_container_inheritance(self):
         assert hasattr(container, "start")
 
     def test_additional_transient_errors_list(self):
-        from testcontainers.generic.providers.sql_connection_wait_strategy import ADDITIONAL_TRANSIENT_ERRORS
+        from testcontainers.community.generic.providers.sql_connection_wait_strategy import ADDITIONAL_TRANSIENT_ERRORS
 
         assert isinstance(ADDITIONAL_TRANSIENT_ERRORS, list)
         # List may be empty if SQLAlchemy not available, or contain DBAPIError if it is

From 9427055a6b832d99246d1ef8f304c4444e7e3a4e Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 00:54:34 +0200
Subject: [PATCH 131/208] fix(docs): update docs reflecting new structure

---
 .github/CONTRIBUTING.md                        |  2 +-
 .github/PULL_REQUEST_TEMPLATE/new_container.md | 12 ++++--------
 docs/community/generic.rst                     |  4 ++--
 docs/contributing.md                           |  6 ++++--
 docs/index.rst                                 |  3 ++-
 5 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 1a12af908..f0e2346dd 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -31,7 +31,7 @@ You need to have the following tools available to you:
 - Run `make install` to get `uv` to install all dependencies and set up `pre-commit`
   - **Recommended**: Run `make` or `make help` to see other commands available to you.
 - After this, you should have a working virtual environment and proceed with writing code with your favourite IDE
-- **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
+- **TIP**: You can run `make core/tests` or `make community/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
 - You can also run `make lint` to run the `pre-commit` for the entire codebase.
 
 
diff --git a/.github/PULL_REQUEST_TEMPLATE/new_container.md b/.github/PULL_REQUEST_TEMPLATE/new_container.md
index 0d790fc49..5b028dc07 100644
--- a/.github/PULL_REQUEST_TEMPLATE/new_container.md
+++ b/.github/PULL_REQUEST_TEMPLATE/new_container.md
@@ -20,16 +20,12 @@ It helps reduce unnecessary work for you and the maintainers!
     So please use `fix(postgres):` or `fix(my_new_vector_db):` if you want to add or modify community modules.
     This may change in the future if we have a separate package released with community modules.
 - [ ] Your PR allows maintainers to edit your branch, this will speed up resolving minor issues!
-- [ ] The new container is implemented under `modules/*`
-  - Your module follows [PEP 420](https://peps.python.org/pep-0420/) with implicit namespace packages
-    (if unsure, look at other existing community modules)
-  - Your package namespacing follows `testcontainers.<modulename>.*`
-    and you DO NOT have an `__init__.py` above your module's level.
-  - Your module has its own tests under `modules/*/tests`
-  - Your module has a `README.rst` and hooks in the `.. auto-class` and `.. title` of your container
+- [ ] The new container is implemented under `src/testcontainers/community/<modulename>/`
+  - Your package namespacing follows `testcontainers.community.<modulename>.*`.
+  - Your module has its own tests under `tests/community/<modulename>/`
+  - Your module has a `docs/community/<modulename>.rst` with the `.. autoclass` and `.. title` of your container
   - Implement the new feature (typically in `__init__.py`) and corresponding tests.
 - [ ] Your module is added in `pyproject.toml`
-  - it is declared under `tool.hatch.build.targets.wheel` - see other community modules
   - it is declared under `project.optional-dependencies` with the same name as your module name,
     we still prefer adding _NO EXTRA DEPENDENCIES_, meaning `mymodule = []` is the preferred addition
     (see the notes at the bottom)
diff --git a/docs/community/generic.rst b/docs/community/generic.rst
index 5d062b5db..5bec0092c 100644
--- a/docs/community/generic.rst
+++ b/docs/community/generic.rst
@@ -11,7 +11,7 @@ FastAPI container that is using :code:`ServerContainer`
     >>> from testcontainers.core.waiting_utils import wait_for_logs
     >>> from testcontainers.core.image import DockerImage
 
-    >>> with DockerImage(path="./modules/generic/tests/samples/fastapi", tag="fastapi-test:latest") as image:
+    >>> with DockerImage(path="./tests/community/generic/samples/fastapi", tag="fastapi-test:latest") as image:
     ...     with ServerContainer(port=80, image=image) as fastapi_server:
     ...         delay = wait_for_logs(fastapi_server, "Uvicorn running on http://0.0.0.0:80")
     ...         fastapi_server.get_api_url = lambda: fastapi_server._create_connection_url() + "/api/v1/"
@@ -31,7 +31,7 @@ A more advance use-case, where we are using a FastAPI container that is using Re
     ...     redis_container_port = redis.port
     ...     redis_container_ip_address = redis.get_docker_client().bridge_ip(redis._container.id)
 
-    ...     with DockerImage(path="./modules/generic/tests/samples/advance_1", tag="advance-1:latest") as image:
+    ...     with DockerImage(path="./tests/community/generic/samples/advance_1", tag="advance-1:latest") as image:
     ...         web_server = ServerContainer(port=80, image=image)
     ...         web_server.with_env(key="REDIS_HOST", value=redis_container_ip_address)
     ...         web_server.with_env(key="REDIS_PORT", value=redis_container_port)
diff --git a/docs/contributing.md b/docs/contributing.md
index 0ad083e2d..ebba8cd41 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -30,7 +30,7 @@ You need to have the following tools available to you:
 - Run `make install` to get `uv` to install all dependencies and set up `pre-commit`
   - **Recommended**: Run `make` or `make help` to see other commands available to you.
 - After this, you should have a working virtual environment and proceed with writing code with your favorite IDE
-- **TIP**: You can run `make core/tests` or `make modules/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
+- **TIP**: You can run `make core/tests` or `make community/<my-module>/tests` to run the tests specifically for that to speed up feedback cycles
 - You can also run `make lint` to run the `pre-commit` for the entire codebase.
 
 ## Adding new modules
@@ -47,10 +47,12 @@ Once you've talked to the maintainers (we do our best to reply!) then you can pr
 
 ### Module documentation
 
-Leave examples for others with your mew module such as `modules/<new_module>/basic_example.py`. You can create as many examples as you want.
+Leave examples for others with your new module such as `docs/modules/<new_module>_example.py`. You can create as many examples as you want.
 
 Create a new `docs/modules/<new_module>.md` describing the basic use of the new container. There is a [starter template provided here](https://raw.githubusercontent.com/testcontainers/testcontainers-python/blob/main/docs/modules/template.md){:target="\_blank"}.
 
+Also create a `docs/community/<new_module>.rst` with the `.. autoclass` and `.. title` directives pointing at your container class — this is used by the Sphinx doctest runner.
+
 !!! important
 
     Make sure to add your new module to the sidebar nav in the `mkdocs.yml`
diff --git a/docs/index.rst b/docs/index.rst
index b906e3ed9..613e903c9 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -14,6 +14,7 @@ testcontainers-python facilitates the use of Docker containers for functional an
 
 .. toctree::
     :maxdepth: 1
+    :glob:
 
     core/README
     compose
@@ -78,7 +79,7 @@ Crafting containers that are based on custom images is supported by the `core` m
 
 This allows you to create containers from images that are not part of the modules provided by testcontainers-python.
 
-For common use cases, you can also use the generic containers provided by the `testcontainers-generic` module. Please check the `generic documentation <modules/generic/README.html>`_ for more information.
+For common use cases, you can also use the generic containers provided by the `testcontainers-generic` module. Please check the `generic documentation <community/generic.html>`_ for more information.
 (example: `ServerContainer` for running a FastAPI server)
 
 

From dae421d08dc7c2b02850fc377546576fbbabbf5d Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 01:26:14 +0200
Subject: [PATCH 132/208] fix(main): adopt ci to new src structure

- removed some now deprecated make entrypoints/scripts
---
 .github/workflows/ci-community.yml | 28 ++++++++++++++----
 .github/workflows/ci-lint.yml      | 10 +------
 Makefile                           | 47 +++++++++++++++---------------
 scripts/mypy_report.py             | 35 ----------------------
 4 files changed, 46 insertions(+), 74 deletions(-)
 delete mode 100755 scripts/mypy_report.py

diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index ed36b71c2..a43a2661d 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -10,11 +10,13 @@ on:
   push:
     branches: [ main ]
     paths:
-      - "modules/**"
+      - "src/testcontainers/community/**"
+      - "tests/community/**"
   pull_request:
     branches: [ main ]
     paths:
-      - "modules/**"
+      - "src/testcontainers/community/**"
+      - "tests/community/**"
 
 jobs:
   track-modules:
@@ -32,15 +34,29 @@ jobs:
           list-files: 'json'
           filters: |
             modules:
-              - 'modules/**'
+              - 'src/testcontainers/community/**'
+              - 'tests/community/**'
       - name: Compute modules from files
         id: compute-changes
         run: |
-          modules=$(echo "${{ toJson(steps.changed-files.outputs.modules_files) }}" | jq '.[] | split("/") | nth(1)' | jq -s -c '. | unique')
+          modules=$(echo '${{ toJson(steps.changed-files.outputs.modules_files) }}' | jq -c '
+            [.[] |
+              if startswith("src/testcontainers/community/") then split("/")[3]
+              elif startswith("tests/community/") then split("/")[2]
+              else empty
+              end |
+              select(. and (startswith("__") | not)) |
+              if . == "oracle" then "oracle-free"
+              elif . == "influxdb1" or . == "influxdb2" then "influxdb"
+              else .
+              end
+            ] | unique
+          ')
           echo "computed_modules=$modules"
           echo "computed_modules=$modules" >> $GITHUB_OUTPUT
     outputs:
       changed_modules: ${{ steps.compute-changes.outputs.computed_modules }}
+
   test:
     runs-on: ubuntu-22.04
     needs: [track-modules]
@@ -60,6 +76,6 @@ jobs:
       - name: Install Python dependencies
         run: uv sync --extra ${{ matrix.module }}
       - name: Run tests
-        run: make modules/${{ matrix.module }}/tests
+        run: make community/${{ matrix.module }}/tests
       - name: Run doctests
-        run: make modules/${{ matrix.module }}/doctests
+        run: make community/${{ matrix.module }}/doctests
diff --git a/.github/workflows/ci-lint.yml b/.github/workflows/ci-lint.yml
index 73c9e8f15..f87028dc0 100644
--- a/.github/workflows/ci-lint.yml
+++ b/.github/workflows/ci-lint.yml
@@ -22,12 +22,4 @@ jobs:
       - name: Execute pre-commit handler
         continue-on-error: true
         run: |
-          uv run pre-commit run check-toml
-          uv run pre-commit run trailing-whitespace
-          uv run pre-commit run end-of-file-fixer
-          uv run pre-commit run ruff
-          uv run pre-commit run ruff-format
-      - name: Execute mypy
-        run: |
-          make mypy-core-report
-          make mypy-core
+          uv run pre-commit run --all-files
diff --git a/Makefile b/Makefile
index 46907cd25..50540308c 100644
--- a/Makefile
+++ b/Makefile
@@ -3,12 +3,10 @@
 
 PYTHON_VERSION ?= 3.10
 IMAGE = testcontainers-python:${PYTHON_VERSION}
-PACKAGES = core $(addprefix modules/,$(notdir $(wildcard modules/*)))
 
-UPLOAD = $(addsuffix /upload,${PACKAGES})
-TESTS = $(addsuffix /tests,$(filter-out meta,${PACKAGES}))
-TESTS_DIND = $(addsuffix -dind,${TESTS})
-DOCTESTS = $(addsuffix /doctests,$(filter-out modules/README.md,${PACKAGES}))
+COMMUNITY_MODULES = $(patsubst tests/community/%/,%,$(wildcard tests/community/*/))
+COMMUNITY_TESTS = $(addprefix community/,$(addsuffix /tests,$(COMMUNITY_MODULES)))
+COMMUNITY_DOCTESTS = $(addprefix community/,$(addsuffix /doctests,$(COMMUNITY_MODULES)))
 
 
 install:  ## Set up the project for development
@@ -18,15 +16,17 @@ install:  ## Set up the project for development
 build:  ## Build the python package
 	uv build && uv run twine check dist/*
 
-tests: ${TESTS}  ## Run tests for each package
-${TESTS}: %/tests:
-	uv run coverage run --parallel -m pytest -v $*/tests
+tests: core/tests community-tests  ## Run all tests
 
-quick-core-tests:  ## Run core tests excluding long_running
-	uv run coverage run --parallel -m pytest -v -m "not long_running" core/tests
+core/tests:  ## Run tests for the core package
+	uv run coverage run --parallel -m pytest -v tests/core
+
+community-tests: $(COMMUNITY_TESTS)  ## Run tests for all community modules
+$(COMMUNITY_TESTS): community/%/tests:
+	uv run coverage run --parallel -m pytest -v tests/community/$*
 
-core-tests:  ## Run tests for the core package
-	uv run coverage run --parallel -m pytest -v core/tests
+quick-core-tests:  ## Run core tests excluding long_running
+	uv run coverage run --parallel -m pytest -v -m "not long_running" tests/core
 
 coverage:  ## Target to combine and report coverage.
 	uv run coverage combine
@@ -37,24 +37,21 @@ coverage:  ## Target to combine and report coverage.
 lint:  ## Lint all files in the project, which we also run in pre-commit
 	uv run pre-commit run --all-files
 
-mypy-core:  ## Run mypy on the core package
-	uv run mypy --config-file pyproject.toml core
-
-mypy-core-report:  ## Generate a report for mypy on the core package
-	uv run mypy --config-file pyproject.toml core | uv run python scripts/mypy_report.py
-
 docs: ## Build the docs for the project
 	uv run --all-extras sphinx-build -nW docs docs/_build
 
 # Target to build docs watching for changes as per https://stackoverflow.com/a/21389615
-docs-watch :
+docs-watch:
 	uv run sphinx-autobuild docs docs/_build # requires 'pip install sphinx-autobuild'
 
-doctests: ${DOCTESTS}  ## Run doctests found across the documentation.
-	uv run --all-extras sphinx-build -b doctest . docs/_build
+doctests: core/doctests community-doctests  ## Run doctests found across the documentation.
+
+core/doctests:  ## Run doctests for the core package
+	uv run --all-extras sphinx-build -b doctest -c doctests docs/core docs/_build
 
-${DOCTESTS}: %/doctests:  ##  Run doctests found for a module.
-	uv run --all-extras sphinx-build -b doctest -c doctests $* docs/_build
+community-doctests: $(COMMUNITY_DOCTESTS)  ## Run doctests for all community modules
+$(COMMUNITY_DOCTESTS): community/%/doctests:
+	uv run --all-extras sphinx-build -b doctest docs docs/_build docs/community/$*.rst
 
 
 clean:  ## Remove generated files.
@@ -67,7 +64,9 @@ clean-all: clean ## Remove all generated files and reset the local virtual envir
 	rm -rf .venv
 
 # Targets that do not generate file-level artifacts.
-.PHONY: clean docs doctests image tests quick-core-tests ${TESTS}
+.PHONY: clean docs doctests core/doctests community-doctests $(COMMUNITY_DOCTESTS) \
+        tests core/tests community-tests $(COMMUNITY_TESTS) \
+        quick-core-tests install build coverage lint mypy-core mypy-core-report docs-watch
 
 
 # Implements this pattern for autodocumenting Makefiles:
diff --git a/scripts/mypy_report.py b/scripts/mypy_report.py
deleted file mode 100755
index 7bc12474a..000000000
--- a/scripts/mypy_report.py
+++ /dev/null
@@ -1,35 +0,0 @@
-# Description: This script reads the output of mypy and generates a summary of errors by file.
-
-import re
-import sys
-
-from rich.console import Console
-from rich.table import Table
-
-# Regular expression to match file path and error count
-pattern = r"(.*\.py:\d+):\s+error: (.*)"
-
-error_dict = {}
-
-for line in sys.stdin:
-    match = re.search(pattern, line)
-    if match:
-        # Extract file path and error message
-        file_path, _ = match.group(1).split(":")
-        error_message = match.group(2)
-
-        if file_path not in error_dict:
-            error_dict[file_path] = 1
-        else:
-            error_dict[file_path] += 1
-
-table = Table(title="Error Summary")
-table.add_column("File Path")
-table.add_column("Errors", justify="left")
-
-for file_path, error_count in error_dict.items():
-    table.add_row(file_path, str(error_count))
-
-console = Console()
-console.print(table)
-console.print(f"[red]Found {sum(error_dict.values())} errors in {len(error_dict)} files.[/red]")

From 9155677ce124ffe5b5f5a4a4520d8b1d260729e7 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 01:30:23 +0200
Subject: [PATCH 133/208] fix(main): adopt imports to new structure

---
 tests/community/arangodb/test_arangodb.py           | 2 +-
 tests/community/aws/test_aws.py                     | 4 ++--
 tests/community/azurite/test_azurite.py             | 2 +-
 tests/community/cassandra/test_cassandra.py         | 2 +-
 tests/community/chroma/test_chroma.py               | 2 +-
 tests/community/clickhouse/test_clickhouse.py       | 2 +-
 tests/community/cockroachdb/test_cockroachdb.py     | 2 +-
 tests/community/cosmosdb/test_cosmosdb_emulator.py  | 2 +-
 tests/community/cosmosdb/test_cosmosdb_mongodb.py   | 2 +-
 tests/community/cosmosdb/test_cosmosdb_nosql.py     | 2 +-
 tests/community/db2/test_db2.py                     | 2 +-
 tests/community/elasticsearch/test_elasticsearch.py | 2 +-
 tests/community/google/test_google.py               | 2 +-
 tests/community/influxdb/test_influxdb.py           | 6 +++---
 tests/community/k3s/test_k3s.py                     | 2 +-
 tests/community/kafka/test_kafka.py                 | 2 +-
 tests/community/kafka/test_redpanda.py              | 2 +-
 tests/community/keycloak/test_keycloak.py           | 2 +-
 tests/community/localstack/test_localstack.py       | 4 ++--
 tests/community/mailpit/test_mailpit.py             | 2 +-
 tests/community/memcached/test_memcached.py         | 2 +-
 tests/community/milvus/test_milvus.py               | 2 +-
 tests/community/minio/test_minio.py                 | 2 +-
 tests/community/mongodb/test_mongodb.py             | 2 +-
 tests/community/mqtt/test_mosquitto.py              | 2 +-
 tests/community/mssql/test_mssql.py                 | 2 +-
 tests/community/mysql/test_mysql.py                 | 2 +-
 tests/community/nats/test_nats.py                   | 2 +-
 tests/community/nats/test_nats_jetstream.py         | 2 +-
 tests/community/neo4j/test_neo4j.py                 | 2 +-
 tests/community/nginx/test_nginx.py                 | 2 +-
 tests/community/ollama/test_ollama.py               | 2 +-
 tests/community/openfga/test_openfga.py             | 2 +-
 tests/community/opensearch/test_opensearch.py       | 2 +-
 tests/community/oracle-free/test_oracle.py          | 2 +-
 tests/community/postgres/test_postgres.py           | 2 +-
 tests/community/qdrant/test_qdrant.py               | 2 +-
 tests/community/rabbitmq/test_rabbitmq.py           | 2 +-
 tests/community/redis/test_redis.py                 | 2 +-
 tests/community/registry/test_registry.py           | 2 +-
 tests/community/scylla/test_scylla.py               | 2 +-
 tests/community/selenium/test_selenium.py           | 2 +-
 tests/community/sftp/test_sftp.py                   | 2 +-
 tests/community/trino/test_trino.py                 | 2 +-
 tests/community/valkey/test_valkey.py               | 2 +-
 tests/community/vault/test_vault.py                 | 2 +-
 tests/community/weaviate/test_weaviate.py           | 2 +-
 47 files changed, 51 insertions(+), 51 deletions(-)

diff --git a/tests/community/arangodb/test_arangodb.py b/tests/community/arangodb/test_arangodb.py
index 01e4643a7..1a8df606e 100644
--- a/tests/community/arangodb/test_arangodb.py
+++ b/tests/community/arangodb/test_arangodb.py
@@ -6,7 +6,7 @@
 from arango import ArangoClient
 from arango.exceptions import DatabaseCreateError, ServerVersionError
 
-from testcontainers.arangodb import ArangoDbContainer
+from testcontainers.community.arangodb import ArangoDbContainer
 import platform
 
 ARANGODB_IMAGE_NAME = "arangodb"
diff --git a/tests/community/aws/test_aws.py b/tests/community/aws/test_aws.py
index 873b87352..c403f5129 100644
--- a/tests/community/aws/test_aws.py
+++ b/tests/community/aws/test_aws.py
@@ -5,8 +5,8 @@
 from unittest.mock import patch
 
 from testcontainers.core.image import DockerImage
-from testcontainers.aws import AWSLambdaContainer
-from testcontainers.aws.aws_lambda import RIE_PATH
+from testcontainers.community.aws import AWSLambdaContainer
+from testcontainers.community.aws.aws_lambda import RIE_PATH
 
 DOCKER_FILE_PATH = "./modules/aws/tests/lambda_sample"
 IMAGE_TAG = "lambda:test"
diff --git a/tests/community/azurite/test_azurite.py b/tests/community/azurite/test_azurite.py
index 2ec3c7502..03329adac 100644
--- a/tests/community/azurite/test_azurite.py
+++ b/tests/community/azurite/test_azurite.py
@@ -4,7 +4,7 @@
 
 from azure.storage.blob import BlobServiceClient
 
-from testcontainers.azurite import AzuriteContainer, ConnectionStringType
+from testcontainers.community.azurite import AzuriteContainer, ConnectionStringType
 
 from testcontainers.core.image import DockerImage
 from testcontainers.core.container import DockerContainer
diff --git a/tests/community/cassandra/test_cassandra.py b/tests/community/cassandra/test_cassandra.py
index 5be9aa81a..c9558997e 100644
--- a/tests/community/cassandra/test_cassandra.py
+++ b/tests/community/cassandra/test_cassandra.py
@@ -1,4 +1,4 @@
-from testcontainers.cassandra import CassandraContainer
+from testcontainers.community.cassandra import CassandraContainer
 import sys
 
 from importlib.metadata import version
diff --git a/tests/community/chroma/test_chroma.py b/tests/community/chroma/test_chroma.py
index 444c201df..26dc2dd0c 100644
--- a/tests/community/chroma/test_chroma.py
+++ b/tests/community/chroma/test_chroma.py
@@ -1,4 +1,4 @@
-from testcontainers.chroma import ChromaContainer
+from testcontainers.community.chroma import ChromaContainer
 import chromadb
 
 
diff --git a/tests/community/clickhouse/test_clickhouse.py b/tests/community/clickhouse/test_clickhouse.py
index 23e5f4686..dfce769a7 100644
--- a/tests/community/clickhouse/test_clickhouse.py
+++ b/tests/community/clickhouse/test_clickhouse.py
@@ -1,6 +1,6 @@
 import clickhouse_driver
 
-from testcontainers.clickhouse import ClickHouseContainer
+from testcontainers.community.clickhouse import ClickHouseContainer
 
 
 def test_docker_run_clickhouse():
diff --git a/tests/community/cockroachdb/test_cockroachdb.py b/tests/community/cockroachdb/test_cockroachdb.py
index af20fd580..e1cfc0837 100644
--- a/tests/community/cockroachdb/test_cockroachdb.py
+++ b/tests/community/cockroachdb/test_cockroachdb.py
@@ -1,6 +1,6 @@
 import sqlalchemy
 
-from testcontainers.cockroachdb import CockroachDBContainer
+from testcontainers.community.cockroachdb import CockroachDBContainer
 
 
 def test_docker_run_mysql():
diff --git a/tests/community/cosmosdb/test_cosmosdb_emulator.py b/tests/community/cosmosdb/test_cosmosdb_emulator.py
index 542ddd11c..eb951d452 100644
--- a/tests/community/cosmosdb/test_cosmosdb_emulator.py
+++ b/tests/community/cosmosdb/test_cosmosdb_emulator.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.cosmosdb._emulator import CosmosDBEmulatorContainer
+from testcontainers.community.cosmosdb._emulator import CosmosDBEmulatorContainer
 
 
 def test_runs():
diff --git a/tests/community/cosmosdb/test_cosmosdb_mongodb.py b/tests/community/cosmosdb/test_cosmosdb_mongodb.py
index a50ee82ea..2ddd4cac7 100644
--- a/tests/community/cosmosdb/test_cosmosdb_mongodb.py
+++ b/tests/community/cosmosdb/test_cosmosdb_mongodb.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.cosmosdb import CosmosDBMongoEndpointContainer
+from testcontainers.community.cosmosdb import CosmosDBMongoEndpointContainer
 
 
 def test_requires_a_version():
diff --git a/tests/community/cosmosdb/test_cosmosdb_nosql.py b/tests/community/cosmosdb/test_cosmosdb_nosql.py
index a9460a1b0..c7e418919 100644
--- a/tests/community/cosmosdb/test_cosmosdb_nosql.py
+++ b/tests/community/cosmosdb/test_cosmosdb_nosql.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.cosmosdb import CosmosDBNoSQLEndpointContainer
+from testcontainers.community.cosmosdb import CosmosDBNoSQLEndpointContainer
 
 
 def test_runs():
diff --git a/tests/community/db2/test_db2.py b/tests/community/db2/test_db2.py
index 7b6ea844a..6b3ebba1e 100644
--- a/tests/community/db2/test_db2.py
+++ b/tests/community/db2/test_db2.py
@@ -4,7 +4,7 @@
 import sqlalchemy
 
 from testcontainers.core.utils import is_arm
-from testcontainers.db2 import Db2Container
+from testcontainers.community.db2 import Db2Container
 
 
 @pytest.mark.skipif(is_arm(), reason="db2 container not available for ARM")
diff --git a/tests/community/elasticsearch/test_elasticsearch.py b/tests/community/elasticsearch/test_elasticsearch.py
index d6666aeca..b5e384e3d 100644
--- a/tests/community/elasticsearch/test_elasticsearch.py
+++ b/tests/community/elasticsearch/test_elasticsearch.py
@@ -3,7 +3,7 @@
 
 import pytest
 
-from testcontainers.elasticsearch import ElasticSearchContainer
+from testcontainers.community.elasticsearch import ElasticSearchContainer
 
 
 # The versions below should reflect the latest stable releases
diff --git a/tests/community/google/test_google.py b/tests/community/google/test_google.py
index c91793741..cdf890b80 100644
--- a/tests/community/google/test_google.py
+++ b/tests/community/google/test_google.py
@@ -2,7 +2,7 @@
 from google.cloud.datastore import Entity
 
 from testcontainers.core.waiting_utils import wait_for_logs
-from testcontainers.google import PubSubContainer, DatastoreContainer
+from testcontainers.community.google import PubSubContainer, DatastoreContainer
 
 
 def test_pubsub_container():
diff --git a/tests/community/influxdb/test_influxdb.py b/tests/community/influxdb/test_influxdb.py
index 62144a3c3..d628939b6 100644
--- a/tests/community/influxdb/test_influxdb.py
+++ b/tests/community/influxdb/test_influxdb.py
@@ -19,9 +19,9 @@
 from influxdb_client.client.write_api import SYNCHRONOUS
 from pytest import mark
 
-from testcontainers.influxdb import InfluxDbContainer
-from testcontainers.influxdb1 import InfluxDb1Container
-from testcontainers.influxdb2 import InfluxDb2Container
+from testcontainers.community.influxdb import InfluxDbContainer
+from testcontainers.community.influxdb1 import InfluxDb1Container
+from testcontainers.community.influxdb2 import InfluxDb2Container
 
 
 @mark.parametrize(
diff --git a/tests/community/k3s/test_k3s.py b/tests/community/k3s/test_k3s.py
index edff1c6d8..d56338809 100644
--- a/tests/community/k3s/test_k3s.py
+++ b/tests/community/k3s/test_k3s.py
@@ -2,7 +2,7 @@
 import yaml
 from kubernetes import client, config
 
-from testcontainers.k3s import K3SContainer
+from testcontainers.community.k3s import K3SContainer
 
 
 def test_docker_run_k3s():
diff --git a/tests/community/kafka/test_kafka.py b/tests/community/kafka/test_kafka.py
index 901f3f0c3..a9651e162 100644
--- a/tests/community/kafka/test_kafka.py
+++ b/tests/community/kafka/test_kafka.py
@@ -2,7 +2,7 @@
 from kafka import KafkaAdminClient, KafkaConsumer, KafkaProducer, TopicPartition
 
 from testcontainers.core.network import Network
-from testcontainers.kafka import KafkaContainer, kafka_config
+from testcontainers.community.kafka import KafkaContainer, kafka_config
 
 
 def test_kafka_producer_consumer():
diff --git a/tests/community/kafka/test_redpanda.py b/tests/community/kafka/test_redpanda.py
index 93f108a71..e92497c82 100644
--- a/tests/community/kafka/test_redpanda.py
+++ b/tests/community/kafka/test_redpanda.py
@@ -5,7 +5,7 @@
 from kafka import KafkaConsumer, KafkaProducer, TopicPartition, KafkaAdminClient
 from kafka.admin import NewTopic
 
-from testcontainers.kafka import RedpandaContainer
+from testcontainers.community.kafka import RedpandaContainer
 
 
 def test_redpanda_producer_consumer():
diff --git a/tests/community/keycloak/test_keycloak.py b/tests/community/keycloak/test_keycloak.py
index 4df0ca9c9..1880be14e 100644
--- a/tests/community/keycloak/test_keycloak.py
+++ b/tests/community/keycloak/test_keycloak.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.keycloak import KeycloakContainer
+from testcontainers.community.keycloak import KeycloakContainer
 
 
 @pytest.mark.parametrize("image_version", ["26.4.0", "26.0.0", "25.0", "24.0.1", "18.0"])
diff --git a/tests/community/localstack/test_localstack.py b/tests/community/localstack/test_localstack.py
index 6801aefdb..0243e4292 100644
--- a/tests/community/localstack/test_localstack.py
+++ b/tests/community/localstack/test_localstack.py
@@ -1,7 +1,7 @@
 import json
 import urllib
 
-from testcontainers.localstack import LocalStackContainer
+from testcontainers.community.localstack import LocalStackContainer
 
 
 def test_docker_run_localstack():
@@ -16,7 +16,7 @@ def test_docker_run_localstack():
 
 
 def test_localstack_boto3():
-    from testcontainers.localstack import LocalStackContainer
+    from testcontainers.community.localstack import LocalStackContainer
 
     with LocalStackContainer(image="localstack/localstack:2.0.1") as localstack:
         dynamo_client = localstack.get_client("dynamodb")
diff --git a/tests/community/mailpit/test_mailpit.py b/tests/community/mailpit/test_mailpit.py
index 53247f49d..0818165dc 100644
--- a/tests/community/mailpit/test_mailpit.py
+++ b/tests/community/mailpit/test_mailpit.py
@@ -4,7 +4,7 @@
 
 import pytest
 
-from testcontainers.mailpit import MailpitContainer, MailpitUser
+from testcontainers.community.mailpit import MailpitContainer, MailpitUser
 
 _sender = "from@example.com"
 _receivers = ["to@example.com"]
diff --git a/tests/community/memcached/test_memcached.py b/tests/community/memcached/test_memcached.py
index 853ede40a..d7e82092a 100644
--- a/tests/community/memcached/test_memcached.py
+++ b/tests/community/memcached/test_memcached.py
@@ -1,6 +1,6 @@
 import socket
 
-from testcontainers.memcached import MemcachedContainer
+from testcontainers.community.memcached import MemcachedContainer
 
 import pytest
 
diff --git a/tests/community/milvus/test_milvus.py b/tests/community/milvus/test_milvus.py
index 12887a49b..7f05f95a1 100644
--- a/tests/community/milvus/test_milvus.py
+++ b/tests/community/milvus/test_milvus.py
@@ -1,7 +1,7 @@
 import pytest
 from pymilvus import MilvusClient
 
-from testcontainers.milvus import MilvusContainer
+from testcontainers.community.milvus import MilvusContainer
 
 VERSIONS = ["v2.4.0", "v2.4.4"]
 
diff --git a/tests/community/minio/test_minio.py b/tests/community/minio/test_minio.py
index 99eed4380..5fa25ee90 100644
--- a/tests/community/minio/test_minio.py
+++ b/tests/community/minio/test_minio.py
@@ -1,6 +1,6 @@
 import io
 
-from testcontainers.minio import MinioContainer
+from testcontainers.community.minio import MinioContainer
 
 
 def test_docker_run_minio():
diff --git a/tests/community/mongodb/test_mongodb.py b/tests/community/mongodb/test_mongodb.py
index 352c4a709..284f221d2 100644
--- a/tests/community/mongodb/test_mongodb.py
+++ b/tests/community/mongodb/test_mongodb.py
@@ -3,7 +3,7 @@
 from pymongo import MongoClient
 from pymongo.errors import OperationFailure
 
-from testcontainers.mongodb import MongoDbContainer, MongoDBAtlasLocalContainer
+from testcontainers.community.mongodb import MongoDbContainer, MongoDBAtlasLocalContainer
 
 
 @pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
diff --git a/tests/community/mqtt/test_mosquitto.py b/tests/community/mqtt/test_mosquitto.py
index 1e058103c..da5ad3e8e 100644
--- a/tests/community/mqtt/test_mosquitto.py
+++ b/tests/community/mqtt/test_mosquitto.py
@@ -1,6 +1,6 @@
 import pytest
 
-from testcontainers.mqtt import MosquittoContainer
+from testcontainers.community.mqtt import MosquittoContainer
 
 VERSIONS = ["1.6.15", "2.0.18", "2.1.2-alpine"]
 
diff --git a/tests/community/mssql/test_mssql.py b/tests/community/mssql/test_mssql.py
index c8c6d5e1a..b0cb09d03 100644
--- a/tests/community/mssql/test_mssql.py
+++ b/tests/community/mssql/test_mssql.py
@@ -2,7 +2,7 @@
 import sqlalchemy
 
 from testcontainers.core.utils import is_arm
-from testcontainers.mssql import SqlServerContainer
+from testcontainers.community.mssql import SqlServerContainer
 
 
 @pytest.mark.skipif(is_arm(), reason="mssql container not available for ARM")
diff --git a/tests/community/mysql/test_mysql.py b/tests/community/mysql/test_mysql.py
index a2d2c2ec9..23b66f6c4 100644
--- a/tests/community/mysql/test_mysql.py
+++ b/tests/community/mysql/test_mysql.py
@@ -6,7 +6,7 @@
 import sqlalchemy
 
 from testcontainers.core.utils import is_arm
-from testcontainers.mysql import MySqlContainer
+from testcontainers.community.mysql import MySqlContainer
 
 
 @pytest.mark.inside_docker_check
diff --git a/tests/community/nats/test_nats.py b/tests/community/nats/test_nats.py
index 7b72ea81b..25236e2a8 100644
--- a/tests/community/nats/test_nats.py
+++ b/tests/community/nats/test_nats.py
@@ -1,4 +1,4 @@
-from testcontainers.nats import NatsContainer
+from testcontainers.community.nats import NatsContainer
 from uuid import uuid4
 import pytest
 
diff --git a/tests/community/nats/test_nats_jetstream.py b/tests/community/nats/test_nats_jetstream.py
index 368e8c36f..31e488c51 100644
--- a/tests/community/nats/test_nats_jetstream.py
+++ b/tests/community/nats/test_nats_jetstream.py
@@ -1,4 +1,4 @@
-from testcontainers.nats import NatsContainer
+from testcontainers.community.nats import NatsContainer
 from uuid import uuid4
 import pytest
 
diff --git a/tests/community/neo4j/test_neo4j.py b/tests/community/neo4j/test_neo4j.py
index 6058d34c2..43192ae19 100644
--- a/tests/community/neo4j/test_neo4j.py
+++ b/tests/community/neo4j/test_neo4j.py
@@ -1,4 +1,4 @@
-from testcontainers.neo4j import Neo4jContainer
+from testcontainers.community.neo4j import Neo4jContainer
 
 
 def test_docker_run_neo4j_latest():
diff --git a/tests/community/nginx/test_nginx.py b/tests/community/nginx/test_nginx.py
index 39fba5e97..79c781756 100644
--- a/tests/community/nginx/test_nginx.py
+++ b/tests/community/nginx/test_nginx.py
@@ -1,6 +1,6 @@
 import requests
 
-from testcontainers.nginx import NginxContainer
+from testcontainers.community.nginx import NginxContainer
 
 
 def test_docker_run_nginx():
diff --git a/tests/community/ollama/test_ollama.py b/tests/community/ollama/test_ollama.py
index 980dac00b..79ba1c769 100644
--- a/tests/community/ollama/test_ollama.py
+++ b/tests/community/ollama/test_ollama.py
@@ -3,7 +3,7 @@
 from pathlib import Path
 
 import requests
-from testcontainers.ollama import OllamaContainer
+from testcontainers.community.ollama import OllamaContainer
 
 
 def random_string(length=6):
diff --git a/tests/community/openfga/test_openfga.py b/tests/community/openfga/test_openfga.py
index 1f1ee3dfe..3e1ec5a36 100644
--- a/tests/community/openfga/test_openfga.py
+++ b/tests/community/openfga/test_openfga.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.openfga import OpenFGAContainer
+from testcontainers.community.openfga import OpenFGAContainer
 from sys import version_info
 
 
diff --git a/tests/community/opensearch/test_opensearch.py b/tests/community/opensearch/test_opensearch.py
index 8a14b0b14..23a7f9828 100644
--- a/tests/community/opensearch/test_opensearch.py
+++ b/tests/community/opensearch/test_opensearch.py
@@ -1,4 +1,4 @@
-from testcontainers.opensearch import OpenSearchContainer
+from testcontainers.community.opensearch import OpenSearchContainer
 
 import pytest
 
diff --git a/tests/community/oracle-free/test_oracle.py b/tests/community/oracle-free/test_oracle.py
index 0c6d8998e..1effbe89f 100644
--- a/tests/community/oracle-free/test_oracle.py
+++ b/tests/community/oracle-free/test_oracle.py
@@ -2,7 +2,7 @@
 import sqlalchemy
 
 from testcontainers.core.utils import is_arm
-from testcontainers.oracle import OracleDbContainer
+from testcontainers.community.oracle import OracleDbContainer
 
 
 @pytest.mark.skipif(is_arm(), reason="oracle-free container not available for ARM")
diff --git a/tests/community/postgres/test_postgres.py b/tests/community/postgres/test_postgres.py
index 93b99d25f..e591e6b38 100644
--- a/tests/community/postgres/test_postgres.py
+++ b/tests/community/postgres/test_postgres.py
@@ -3,7 +3,7 @@
 import pytest
 import sqlalchemy
 
-from testcontainers.postgres import PostgresContainer
+from testcontainers.community.postgres import PostgresContainer
 
 
 # https://www.postgresql.org/support/versioning/
diff --git a/tests/community/qdrant/test_qdrant.py b/tests/community/qdrant/test_qdrant.py
index d3b59e57c..82b9aaa68 100644
--- a/tests/community/qdrant/test_qdrant.py
+++ b/tests/community/qdrant/test_qdrant.py
@@ -1,5 +1,5 @@
 import pytest
-from testcontainers.qdrant import QdrantContainer
+from testcontainers.community.qdrant import QdrantContainer
 import uuid
 from grpc import RpcError
 from pathlib import Path
diff --git a/tests/community/rabbitmq/test_rabbitmq.py b/tests/community/rabbitmq/test_rabbitmq.py
index c0c1894d8..ea0051819 100644
--- a/tests/community/rabbitmq/test_rabbitmq.py
+++ b/tests/community/rabbitmq/test_rabbitmq.py
@@ -4,7 +4,7 @@
 import pika
 import pytest
 
-from testcontainers.rabbitmq import RabbitMqContainer
+from testcontainers.community.rabbitmq import RabbitMqContainer
 
 QUEUE = "test-q"
 EXCHANGE = "test-exchange"
diff --git a/tests/community/redis/test_redis.py b/tests/community/redis/test_redis.py
index 01be35f14..08b89455a 100644
--- a/tests/community/redis/test_redis.py
+++ b/tests/community/redis/test_redis.py
@@ -1,6 +1,6 @@
 import time
 
-from testcontainers.redis import RedisContainer, AsyncRedisContainer
+from testcontainers.community.redis import RedisContainer, AsyncRedisContainer
 import pytest
 import redis
 
diff --git a/tests/community/registry/test_registry.py b/tests/community/registry/test_registry.py
index f9d77d973..c7d4f6c9e 100644
--- a/tests/community/registry/test_registry.py
+++ b/tests/community/registry/test_registry.py
@@ -1,6 +1,6 @@
 from requests import Response, get
 from requests.auth import HTTPBasicAuth
-from testcontainers.registry import DockerRegistryContainer
+from testcontainers.community.registry import DockerRegistryContainer
 
 
 REGISTRY_USERNAME: str = "foo"
diff --git a/tests/community/scylla/test_scylla.py b/tests/community/scylla/test_scylla.py
index 6ffaae2fc..5209c3359 100644
--- a/tests/community/scylla/test_scylla.py
+++ b/tests/community/scylla/test_scylla.py
@@ -1,4 +1,4 @@
-from testcontainers.scylla import ScyllaContainer
+from testcontainers.community.scylla import ScyllaContainer
 
 
 def test_docker_run_scylla():
diff --git a/tests/community/selenium/test_selenium.py b/tests/community/selenium/test_selenium.py
index ac243c27b..190b5d2e4 100644
--- a/tests/community/selenium/test_selenium.py
+++ b/tests/community/selenium/test_selenium.py
@@ -7,7 +7,7 @@
 from selenium.webdriver.common.by import By
 
 from testcontainers.core.utils import is_arm
-from testcontainers.selenium import BrowserWebDriverContainer
+from testcontainers.community.selenium import BrowserWebDriverContainer
 
 
 @pytest.mark.parametrize("caps", [DesiredCapabilities.CHROME, DesiredCapabilities.FIREFOX])
diff --git a/tests/community/sftp/test_sftp.py b/tests/community/sftp/test_sftp.py
index e3dab2e3b..695ace1bd 100644
--- a/tests/community/sftp/test_sftp.py
+++ b/tests/community/sftp/test_sftp.py
@@ -4,7 +4,7 @@
 import paramiko
 import pytest
 
-from testcontainers.sftp import SFTPContainer, SFTPUser
+from testcontainers.community.sftp import SFTPContainer, SFTPUser
 
 
 def test_sftp_login_with_default_basic_auth():
diff --git a/tests/community/trino/test_trino.py b/tests/community/trino/test_trino.py
index c1a70230b..5f6fc4821 100644
--- a/tests/community/trino/test_trino.py
+++ b/tests/community/trino/test_trino.py
@@ -1,4 +1,4 @@
-from testcontainers.trino import TrinoContainer
+from testcontainers.community.trino import TrinoContainer
 from trino.dbapi import connect
 
 
diff --git a/tests/community/valkey/test_valkey.py b/tests/community/valkey/test_valkey.py
index bcdf590ed..3e5d70024 100644
--- a/tests/community/valkey/test_valkey.py
+++ b/tests/community/valkey/test_valkey.py
@@ -1,6 +1,6 @@
 import socket
 
-from testcontainers.valkey import ValkeyContainer
+from testcontainers.community.valkey import ValkeyContainer
 
 
 def test_docker_run_valkey():
diff --git a/tests/community/vault/test_vault.py b/tests/community/vault/test_vault.py
index 54017d2f9..4c6b6b605 100644
--- a/tests/community/vault/test_vault.py
+++ b/tests/community/vault/test_vault.py
@@ -1,5 +1,5 @@
 import hvac
-from testcontainers.vault import VaultContainer
+from testcontainers.community.vault import VaultContainer
 
 
 def test_docker_run_vault():
diff --git a/tests/community/weaviate/test_weaviate.py b/tests/community/weaviate/test_weaviate.py
index 40728d4aa..e10ac4f97 100644
--- a/tests/community/weaviate/test_weaviate.py
+++ b/tests/community/weaviate/test_weaviate.py
@@ -1,4 +1,4 @@
-from testcontainers.weaviate import WeaviateContainer
+from testcontainers.community.weaviate import WeaviateContainer
 import weaviate
 
 

From 2d2442929334dd8f1e6128df0ec6172ca08451af Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 02:46:09 +0200
Subject: [PATCH 134/208] feat(test): start working on parallel-running tests
 (WIP!)

Some related errors were fixed:

- ryuk: increase container removal timeout 30s -> 60s; Docker is slower
  to clean up when many containers are running concurrently
- socat: helloworld container had no wait strategy, causing
  ConnectionResetError when socat forwarded requests before the HTTP
  server was ready
- db2/mssql: mark with xdist_group to prevent parametrized versions
  from running in parallel; concurrent instances caused OOM kills and
  resource exhaustion

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 pyproject.toml                      | 13 +++----------
 tests/community/db2/test_db2.py     |  2 ++
 tests/community/mssql/test_mssql.py |  2 ++
 tests/core/test_ryuk.py             |  2 +-
 tests/core/test_socat.py            |  4 +++-
 uv.lock                             | 26 ++++++++++++++++++++++++++
 6 files changed, 37 insertions(+), 12 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index ab53ea7a1..17eb176ad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -132,6 +132,7 @@ test = [
   "twine>=6.2.0",
   "anyio>=4",
   "tomli", # required for pyproject.toml tests, TODO: remove once we drop py3.10 support
+  "pytest-xdist>=3.8.0",
 ]
 lint = [
   "mypy>=1",
@@ -162,11 +163,8 @@ requires = ["hatchling"]
 build-backend = "hatchling.build"
 
 [tool.hatch.build]
-# If you build sdists, you probably want to include core/ + modules/ in the sdist.
-# Adjust as needed.
 include = [
-  "core/**",
-  "modules/**",
+  "src/**",
   "README.md",
   "LICENSE*",
   "pyproject.toml",
@@ -270,12 +268,7 @@ pretty = true
 show_error_codes = true
 warn_return_any = true
 strict = true
-modules = ["testcontainers.core"]
-mypy_path = [
-  "core",
-  "modules/mailpit",
-  "modules/sftp",
-]
+mypy_path = ["src"]
 enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
 
 [[tool.mypy.overrides]]
diff --git a/tests/community/db2/test_db2.py b/tests/community/db2/test_db2.py
index 6b3ebba1e..1484814e9 100644
--- a/tests/community/db2/test_db2.py
+++ b/tests/community/db2/test_db2.py
@@ -6,6 +6,8 @@
 from testcontainers.core.utils import is_arm
 from testcontainers.community.db2 import Db2Container
 
+pytestmark = pytest.mark.xdist_group("db2")
+
 
 @pytest.mark.skipif(is_arm(), reason="db2 container not available for ARM")
 @pytest.mark.parametrize("version", ["11.5.9.0", "11.5.8.0"])
diff --git a/tests/community/mssql/test_mssql.py b/tests/community/mssql/test_mssql.py
index b0cb09d03..22a282ece 100644
--- a/tests/community/mssql/test_mssql.py
+++ b/tests/community/mssql/test_mssql.py
@@ -4,6 +4,8 @@
 from testcontainers.core.utils import is_arm
 from testcontainers.community.mssql import SqlServerContainer
 
+pytestmark = pytest.mark.xdist_group("mssql")
+
 
 @pytest.mark.skipif(is_arm(), reason="mssql container not available for ARM")
 @pytest.mark.parametrize("version", ["2022-CU12-ubuntu-22.04", "2019-CU25-ubuntu-20.04"])
diff --git a/tests/core/test_ryuk.py b/tests/core/test_ryuk.py
index ed3bdd7ce..18d2a1c29 100644
--- a/tests/core/test_ryuk.py
+++ b/tests/core/test_ryuk.py
@@ -12,7 +12,7 @@
 from testcontainers.core.waiting_utils import wait_for_logs
 
 
-def _wait_for_container_removed(client: DockerClient, container_id: str, timeout: float = 30) -> None:
+def _wait_for_container_removed(client: DockerClient, container_id: str, timeout: float = 60) -> None:
     """Poll until a container is fully removed (raises NotFound)."""
     start = perf_counter()
     while perf_counter() - start < timeout:
diff --git a/tests/core/test_socat.py b/tests/core/test_socat.py
index 19d4fe5ce..fb7c91b64 100644
--- a/tests/core/test_socat.py
+++ b/tests/core/test_socat.py
@@ -2,6 +2,7 @@
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.network import Network
+from testcontainers.core.wait_strategies import HttpWaitStrategy
 from testcontainers.socat.socat import SocatContainer
 
 
@@ -11,7 +12,8 @@ def test_socat_with_helloworld():
         DockerContainer("testcontainers/helloworld:1.2.0")
         .with_exposed_ports(8080)
         .with_network(network)
-        .with_network_aliases("helloworld"),
+        .with_network_aliases("helloworld")
+        .waiting_for(HttpWaitStrategy(8080, "/ping")),
         SocatContainer().with_network(network).with_target(8080, "helloworld") as socat,
     ):
         socat_url = f"http://{socat.get_container_host_ip()}:{socat.get_exposed_port(8080)}"
diff --git a/uv.lock b/uv.lock
index 8fea71ec7..2bce6b6a9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1215,6 +1215,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" },
 ]
 
+[[package]]
+name = "execnet"
+version = "2.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/bf/89/780e11f9588d9e7128a3f87788354c7946a9cbb1401ad38a48c4db9a4f07/execnet-2.1.2.tar.gz", hash = "sha256:63d83bfdd9a23e35b9c6a3261412324f964c2ec8dcd8d3c6916ee9373e0befcd", size = 166622, upload-time = "2025-11-12T09:56:37.75Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ab/84/02fc1827e8cdded4aa65baef11296a9bbe595c474f0d6d758af082d849fd/execnet-2.1.2-py3-none-any.whl", hash = "sha256:67fba928dd5a544b783f6056f449e5e3931a5c378b128bc18501f7ea79e296ec", size = 40708, upload-time = "2025-11-12T09:56:36.333Z" },
+]
+
 [[package]]
 name = "filelock"
 version = "3.29.0"
@@ -4377,6 +4386,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5a/cc/06253936f4a7fa2e0f48dfe6d851d9c56df896a9ab09ac019d70b760619c/pytest_mock-3.15.1-py3-none-any.whl", hash = "sha256:0a25e2eb88fe5168d535041d09a4529a188176ae608a6d249ee65abc0949630d", size = 10095, upload-time = "2025-09-16T16:37:25.734Z" },
 ]
 
+[[package]]
+name = "pytest-xdist"
+version = "3.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "execnet" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/78/b4/439b179d1ff526791eb921115fca8e44e596a13efeda518b9d845a619450/pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1", size = 88069, upload-time = "2025-07-01T13:30:59.346Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88", size = 46396, upload-time = "2025-07-01T13:30:56.632Z" },
+]
+
 [[package]]
 name = "python-arango"
 version = "8.3.3"
@@ -5493,6 +5515,7 @@ dev = [
     { name = "pytest-asyncio" },
     { name = "pytest-cov" },
     { name = "pytest-mock" },
+    { name = "pytest-xdist" },
     { name = "ruff" },
     { name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "sphinx", version = "9.0.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
@@ -5534,6 +5557,7 @@ test = [
     { name = "pytest-asyncio" },
     { name = "pytest-cov" },
     { name = "pytest-mock" },
+    { name = "pytest-xdist" },
     { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb" },
     { name = "tomli" },
@@ -5618,6 +5642,7 @@ dev = [
     { name = "pytest-asyncio", specifier = ">=1" },
     { name = "pytest-cov", specifier = ">=7" },
     { name = "pytest-mock", specifier = ">=3" },
+    { name = "pytest-xdist", specifier = ">=3.8.0" },
     { name = "ruff" },
     { name = "sphinx", marker = "python_full_version < '3.11'", specifier = ">=8" },
     { name = "sphinx", marker = "python_full_version >= '3.11'", specifier = ">=9" },
@@ -5657,6 +5682,7 @@ test = [
     { name = "pytest-asyncio", specifier = ">=1" },
     { name = "pytest-cov", specifier = ">=7" },
     { name = "pytest-mock", specifier = ">=3" },
+    { name = "pytest-xdist", specifier = ">=3.8.0" },
     { name = "sqlalchemy", specifier = ">=2" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "tomli" },

From de2613a4bd8988a36cf697acae5a4c92f9f18a01 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:08:36 +0200
Subject: [PATCH 135/208] chore(cassandra): update tests

- use new driver: no workaround required anymore
- set protocol_version=5 for Cassandra 4.x to suppress negotiation warnings

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 doctests/conf.py                               | 17 -----------------
 pyproject.toml                                 |  2 +-
 .../community/cassandra/__init__.py            |  2 +-
 tests/community/cassandra/test_cassandra.py    | 18 ++++++------------
 uv.lock                                        | 14 ++++++++------
 5 files changed, 16 insertions(+), 37 deletions(-)

diff --git a/doctests/conf.py b/doctests/conf.py
index ac0e3fb4c..0822df226 100644
--- a/doctests/conf.py
+++ b/doctests/conf.py
@@ -3,20 +3,3 @@
     "sphinx.ext.doctest",
 ]
 master_doc = "README"
-
-doctest_global_setup = r"""
-import sys
-from importlib.metadata import version, PackageNotFoundError
-from packaging.version import Version
-
-try:
-    _cassandra_driver_version = Version(version("cassandra-driver"))
-except PackageNotFoundError:
-    _cassandra_driver_version = None
-
-SKIP_CASSANDRA_EXAMPLE = (
-    _cassandra_driver_version is not None
-    and _cassandra_driver_version <= Version("3.29.3")
-    and sys.version_info > (3, 14)
-)
-"""
diff --git a/pyproject.toml b/pyproject.toml
index 17eb176ad..c554fc1fb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -122,7 +122,7 @@ test = [
   "psycopg2-binary==2.9.11",
   "pg8000==1.31.5",
   "psycopg>=3",
-  "cassandra-driver>=3; python_version < '3.14'",
+  "cassandra-driver>=3.30",
   "kafka-python-ng>=2",
   "hvac>=2; python_version < '4.0'",
   "pymilvus>=2",
diff --git a/src/testcontainers/community/cassandra/__init__.py b/src/testcontainers/community/cassandra/__init__.py
index 813be8b1d..08a801354 100644
--- a/src/testcontainers/community/cassandra/__init__.py
+++ b/src/testcontainers/community/cassandra/__init__.py
@@ -21,7 +21,6 @@ class CassandraContainer(DockerContainer):
     Example:
 
         .. doctest:: cassandra_container
-            :skipif: SKIP_CASSANDRA_EXAMPLE
 
             >>> from testcontainers.community.cassandra import CassandraContainer
             >>> from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
@@ -29,6 +28,7 @@ class CassandraContainer(DockerContainer):
             >>> with CassandraContainer("cassandra:4.1.4") as cassandra, Cluster(
             ...    cassandra.get_contact_points(),
             ...    load_balancing_policy=DCAwareRoundRobinPolicy(cassandra.get_local_datacenter()),
+            ...    protocol_version=5,
             ... ) as cluster:
             ...    session = cluster.connect()
             ...    result = session.execute("SELECT release_version FROM system.local;")
diff --git a/tests/community/cassandra/test_cassandra.py b/tests/community/cassandra/test_cassandra.py
index c9558997e..7acfd249d 100644
--- a/tests/community/cassandra/test_cassandra.py
+++ b/tests/community/cassandra/test_cassandra.py
@@ -1,23 +1,17 @@
 from testcontainers.community.cassandra import CassandraContainer
-import sys
 
-from importlib.metadata import version
-import pytest
-from packaging.version import Version
 
-
-@pytest.mark.skipif(
-    Version(version("cassandra-driver")) <= Version("3.29.3") and sys.version_info > (3, 14),
-    reason="cassandra-driver <= 3.29.3 is incompatible with Python > 3.14",
-)
 def test_docker_run_cassandra() -> None:
     from cassandra.cluster import Cluster, DCAwareRoundRobinPolicy
 
-    with CassandraContainer("cassandra:4.1.4") as cassandra:
-        cluster = Cluster(
+    with (
+        CassandraContainer("cassandra:4.1.4") as cassandra,
+        Cluster(
             cassandra.get_contact_points(),
             load_balancing_policy=DCAwareRoundRobinPolicy(cassandra.get_local_datacenter()),
-        )
+            protocol_version=5,
+        ) as cluster,
+    ):
         session = cluster.connect()
         result = session.execute("SELECT release_version FROM system.local;")
         assert result.one().release_version == "4.1.4"
diff --git a/uv.lock b/uv.lock
index 2bce6b6a9..95d777bea 100644
--- a/uv.lock
+++ b/uv.lock
@@ -550,8 +550,8 @@ name = "cassandra-driver"
 version = "3.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "deprecated", marker = "python_full_version < '3.14'" },
-    { name = "geomet", marker = "python_full_version < '3.14'" },
+    { name = "deprecated" },
+    { name = "geomet" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/85/26/8806d0949422b560029a040e7a628d92addd612726468c3fb546354a43a4/cassandra_driver-3.30.0.tar.gz", hash = "sha256:7e4cfd6ec3023576ed0ffa34882d9778e4bacfd918048ae9139ccdd00628ed85", size = 4242039, upload-time = "2026-04-16T05:04:59.838Z" }
 wheels = [
@@ -1097,7 +1097,7 @@ name = "deprecated"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "wrapt", marker = "python_full_version < '3.14'" },
+    { name = "wrapt" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/49/85/12f0a49a7c4ffb70572b6c2ef13c90c88fd190debda93b23f026b25f9634/deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223", size = 2932523, upload-time = "2025-10-30T08:19:02.757Z" }
 wheels = [
@@ -1359,7 +1359,7 @@ name = "geomet"
 version = "1.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "click", marker = "python_full_version < '3.14'" },
+    { name = "click" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/2a/8c/dde022aa6747b114f6b14a7392871275dea8867e2bd26cddb80cc6d66620/geomet-1.1.0.tar.gz", hash = "sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605", size = 28732, upload-time = "2023-11-14T15:43:36.764Z" }
 wheels = [
@@ -5495,6 +5495,7 @@ weaviate = [
 [package.dev-dependencies]
 dev = [
     { name = "anyio" },
+    { name = "boto3-stubs-lite", extra = ["boto3"] },
     { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
     { name = "hvac", marker = "python_full_version < '4'" },
     { name = "kafka-python-ng" },
@@ -5544,7 +5545,7 @@ lint = [
 ]
 test = [
     { name = "anyio" },
-    { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
+    { name = "cassandra-driver" },
     { name = "hvac", marker = "python_full_version < '4'" },
     { name = "kafka-python-ng" },
     { name = "paho-mqtt" },
@@ -5622,6 +5623,7 @@ provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cos
 [package.metadata.requires-dev]
 dev = [
     { name = "anyio", specifier = ">=4" },
+    { name = "boto3-stubs-lite", extras = ["boto3"] },
     { name = "cassandra-driver", marker = "python_full_version < '3.14'", specifier = ">=3" },
     { name = "hvac", marker = "python_full_version < '4'", specifier = ">=2" },
     { name = "kafka-python-ng", specifier = ">=2" },
@@ -5669,7 +5671,7 @@ lint = [
 ]
 test = [
     { name = "anyio", specifier = ">=4" },
-    { name = "cassandra-driver", marker = "python_full_version < '3.14'", specifier = ">=3" },
+    { name = "cassandra-driver", specifier = ">=3.30" },
     { name = "hvac", marker = "python_full_version < '4'", specifier = ">=2" },
     { name = "kafka-python-ng", specifier = ">=2" },
     { name = "paho-mqtt", specifier = ">=2" },

From 2007f4356b8c98e5a4c378794f497fc52db9b28d Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:38:10 +0200
Subject: [PATCH 136/208] refactor(qdrant): convert to waiting_for() wait
 strategy

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 src/testcontainers/community/qdrant/__init__.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/testcontainers/community/qdrant/__init__.py b/src/testcontainers/community/qdrant/__init__.py
index 828289910..9341246cc 100644
--- a/src/testcontainers/community/qdrant/__init__.py
+++ b/src/testcontainers/community/qdrant/__init__.py
@@ -54,13 +54,11 @@ def __init__(
             self.with_volume_mapping(host=str(config_file_path), container=QdrantContainer.QDRANT_CONFIG_FILE_PATH)
 
         self.with_exposed_ports(self._rest_port, self._grpc_port)
+        self.waiting_for(LogMessageWaitStrategy(".*Actix runtime found; starting in Actix runtime.*"))
 
     def _configure(self) -> None:
         self.with_env("QDRANT__SERVICE__API_KEY", self._api_key)
 
-    def _connect(self) -> None:
-        LogMessageWaitStrategy(".*Actix runtime found; starting in Actix runtime.*").wait_until_ready(self)
-
     def get_client(self, **kwargs):
         """
         Get a `qdrant_client.QdrantClient` instance associated with the container.

From 5dd2aa1892e345410a2b9f4a96c0b2c9eaeed3f7 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:38:49 +0200
Subject: [PATCH 137/208] fix(weaviate): update and fix module

- Version bump 1.24.5 -> 1.28.4
- Add dedicated RFC1918 network (10.10.10.0/24) so Weaviate's memberlist
  gossip always advertises a private IP
- Switch container config from CLI args to env vars
- Replace _connect() + wait_container_is_ready with HttpWaitStrategy
- Use DockerContainer as base class instead of DbContainer
- fix(image): assert _image not None in get_wrapped_image()

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .../community/weaviate/__init__.py            | 48 ++++++++++++-------
 src/testcontainers/core/image.py              |  9 +++-
 2 files changed, 39 insertions(+), 18 deletions(-)

diff --git a/src/testcontainers/community/weaviate/__init__.py b/src/testcontainers/community/weaviate/__init__.py
index 6049aaee6..c8c95bb3a 100644
--- a/src/testcontainers/community/weaviate/__init__.py
+++ b/src/testcontainers/community/weaviate/__init__.py
@@ -10,17 +10,17 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
-from typing import TYPE_CHECKING, Optional
+import contextlib
+from typing import Optional
 
-from requests import ConnectionError, get
-from testcontainers.core.generic import DbContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from docker.types import IPAMConfig, IPAMPool
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.network import Network
+from testcontainers.core.wait_strategies import HttpWaitStrategy
+from typing_extensions import Self
 
-if TYPE_CHECKING:
-    from requests import Response
 
-
-class WeaviateContainer(DbContainer):
+class WeaviateContainer(DockerContainer):
     """
     Weaviate vector database container.
 
@@ -62,7 +62,7 @@ class WeaviateContainer(DbContainer):
 
     def __init__(
         self,
-        image: str = "semitechnologies/weaviate:1.24.5",
+        image: str = "semitechnologies/weaviate:1.28.4",
         env_vars: Optional[dict[str, str]] = None,
         **kwargs,
     ) -> None:
@@ -70,22 +70,38 @@ def __init__(
         self._http_port = 8080
         self._grpc_port = 50051
 
-        self.with_command(f"--host 0.0.0.0 --scheme http --port {self._http_port}")
+        # Weaviate's memberlist gossip requires an RFC1918 private IP to advertise.
+        # Docker bridge subnets are not always in RFC1918 ranges, so we create a
+        # dedicated network using 10.10.10.0/24 which is always recognised as private.
+        self._weaviate_network = Network(
+            docker_network_kw={"ipam": IPAMConfig(pool_configs=[IPAMPool(subnet="10.10.10.0/24")])}
+        )
+        self.with_network(self._weaviate_network)
         self.with_exposed_ports(self._http_port, self._grpc_port)
+        self.waiting_for(HttpWaitStrategy(self._http_port, "/v1/.well-known/ready"))
 
         if env_vars is not None:
             for key, value in env_vars.items():
                 self.with_env(key, value)
 
     def _configure(self) -> None:
+        self.with_env("HOST", "0.0.0.0")
+        self.with_env("PORT", str(self._http_port))
+        self.with_env("SCHEME", "http")
         self.with_env("AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED", "true")
         self.with_env("PERSISTENCE_DATA_PATH", "/var/lib/weaviate")
-
-    @wait_container_is_ready(ConnectionError)
-    def _connect(self) -> None:
-        url = f"http://{self.get_http_host()}:{self.get_http_port()}/v1/.well-known/ready"
-        response: Response = get(url)
-        response.raise_for_status()
+        self.with_env("DEFAULT_VECTORIZER_MODULE", "none")
+        self.with_env("CLUSTER_HOSTNAME", "node1")
+
+    def start(self) -> Self:
+        self._weaviate_network.create()
+        return super().start()
+
+    def stop(self, force: bool = True, delete_volume: bool = True) -> None:
+        super().stop(force=force, delete_volume=delete_volume)
+        if self._weaviate_network._network is not None:
+            with contextlib.suppress(Exception):
+                self._weaviate_network.remove()
 
     def get_client(
         self,
diff --git a/src/testcontainers/core/image.py b/src/testcontainers/core/image.py
index eedb2ce40..f4e6132d5 100644
--- a/src/testcontainers/core/image.py
+++ b/src/testcontainers/core/image.py
@@ -2,6 +2,7 @@
 from types import TracebackType
 from typing import TYPE_CHECKING, Any, Optional, Union
 
+import docker.errors
 from typing_extensions import Self
 
 from testcontainers.core.docker_client import DockerClient
@@ -85,8 +86,11 @@ def remove(self, force: bool = True, noprune: bool = False) -> None:
         :param noprune: Do not delete untagged parent images
         """
         if self._image and self.clean_up:
-            logger.info(f"Removing image {self.short_id}")
-            self._image.remove(force=force, noprune=noprune)
+            try:
+                logger.info(f"Removing image {self.short_id}")
+                self._image.remove(force=force, noprune=noprune)
+            except docker.errors.NotFound:
+                logger.debug(f"Image {self.short_id} already removed")
         self.get_docker_client().client.close()
 
     def __str__(self) -> str:
@@ -101,6 +105,7 @@ def __exit__(
         self.remove()
 
     def get_wrapped_image(self) -> "Image":
+        assert self._image is not None
         return self._image
 
     def get_docker_client(self) -> DockerClient:

From c93cfcf6c114cfcfc366f4b505fb464a9b8012e3 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:50:39 +0200
Subject: [PATCH 138/208] refactor(milvus): convert to waiting_for() wait
 strategy

Replace manual _connect()/_healthcheck() with CompositeWaitStrategy.
Also fixes a bug where _healthcheck() was called twice in start()
(once inside _connect() and once directly). Move command into __init__
to remove the start() override entirely.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .../community/milvus/__init__.py              | 46 +++++--------------
 tests/community/milvus/test_milvus.py         |  2 +-
 2 files changed, 13 insertions(+), 35 deletions(-)

diff --git a/src/testcontainers/community/milvus/__init__.py b/src/testcontainers/community/milvus/__init__.py
index b75b12d0c..62352356d 100644
--- a/src/testcontainers/community/milvus/__init__.py
+++ b/src/testcontainers/community/milvus/__init__.py
@@ -11,10 +11,8 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-import requests
-from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.generic import DockerContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
+from testcontainers.core.wait_strategies import CompositeWaitStrategy, HttpWaitStrategy, LogMessageWaitStrategy
 
 
 class MilvusContainer(DockerContainer):
@@ -31,7 +29,7 @@ class MilvusContainer(DockerContainer):
 
             >>> from testcontainers.community.milvus import MilvusContainer
             >>> with MilvusContainer("milvusdb/milvus:v2.4.4") as milvus_container:
-            ...     milvus_container.get_exposed_port(milvus_container.port) in milvus_container.get_connection_url()
+            ...     str(milvus_container.get_exposed_port(milvus_container.port)) in milvus_container.get_connection_url()
             True
     """
 
@@ -45,40 +43,20 @@ def __init__(
         self.port = port
         self.healthcheck_port = 9091
         self.with_exposed_ports(self.port, self.healthcheck_port)
-        self.cmd = "milvus run standalone"
+        self.with_command("milvus run standalone")
 
-        envs = {"ETCD_USE_EMBED": "true", "ETCD_DATA_DIR": "/var/lib/milvus/etcd", "COMMON_STORAGETYPE": "local"}
+        self.with_env("ETCD_USE_EMBED", "true")
+        self.with_env("ETCD_DATA_DIR", "/var/lib/milvus/etcd")
+        self.with_env("COMMON_STORAGETYPE", "local")
 
-        for env, value in envs.items():
-            self.with_env(env, value)
+        self.waiting_for(
+            CompositeWaitStrategy(
+                LogMessageWaitStrategy("Welcome to use Milvus!"),
+                HttpWaitStrategy(self.healthcheck_port, "/healthz"),
+            )
+        )
 
     def get_connection_url(self) -> str:
         ip = self.get_container_host_ip()
         port = self.get_exposed_port(self.port)
         return f"http://{ip}:{port}"
-
-    @wait_container_is_ready()
-    def _connect(self) -> None:
-        msg = "Welcome to use Milvus!"
-        wait_for_logs(self, f".*{msg}.*", c.max_tries, c.sleep_time)
-        self._healthcheck()
-
-    def _get_healthcheck_url(self) -> str:
-        ip = self.get_container_host_ip()
-        port = self.get_exposed_port(self.healthcheck_port)
-        return f"http://{ip}:{port}"
-
-    @wait_container_is_ready(requests.exceptions.HTTPError, requests.exceptions.ConnectionError)
-    def _healthcheck(self) -> None:
-        healthcheck_url = self._get_healthcheck_url()
-        response = requests.get(f"{healthcheck_url}/healthz", timeout=1)
-        response.raise_for_status()
-
-    def start(self) -> "MilvusContainer":
-        """This method starts the Milvus container and runs the healthcheck
-        to verify that the container is ready to use."""
-        self.with_command(self.cmd)
-        super().start()
-        self._connect()
-        self._healthcheck()
-        return self
diff --git a/tests/community/milvus/test_milvus.py b/tests/community/milvus/test_milvus.py
index 7f05f95a1..495f49535 100644
--- a/tests/community/milvus/test_milvus.py
+++ b/tests/community/milvus/test_milvus.py
@@ -21,7 +21,7 @@ def test_run_milvus_success(version: str):
         exposed_port = milvus_container.get_exposed_port(milvus_container.port)
         url = milvus_container.get_connection_url()
 
-    assert url and exposed_port in url
+    assert url and str(exposed_port) in url
 
 
 @pytest.mark.parametrize("version", VERSIONS)

From 2940501dcccab30e505978bb4c8e477a884cac16 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:50 +0200
Subject: [PATCH 139/208] fix(trino): increase default startup timeout from 30s
 to 60s

30s was not enough for the JVM to emit the startup log message under
load when running the full test suite in parallel.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 docs/modules/trino_example.py                  | 3 +--
 src/testcontainers/community/trino/__init__.py | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/docs/modules/trino_example.py b/docs/modules/trino_example.py
index b2466ca23..3174a8260 100644
--- a/docs/modules/trino_example.py
+++ b/docs/modules/trino_example.py
@@ -1,7 +1,6 @@
 import trino
-from trino.exceptions import TrinoQueryError
-
 from testcontainers.community.trino import TrinoContainer
+from trino.exceptions import TrinoQueryError
 
 
 def basic_example():
diff --git a/src/testcontainers/community/trino/__init__.py b/src/testcontainers/community/trino/__init__.py
index 4532260b2..4e2b1f83c 100644
--- a/src/testcontainers/community/trino/__init__.py
+++ b/src/testcontainers/community/trino/__init__.py
@@ -23,7 +23,7 @@ def __init__(
         image="trinodb/trino:latest",
         user: str = "test",
         port: int = 8080,
-        container_start_timeout: int = 30,
+        container_start_timeout: int = 60,
         wait_strategy_check_string: str = ".*======== SERVER STARTED ========.*",
         **kwargs,
     ):

From 2a855958f2ae5e50f02fea708090cdde74dfdca8 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:51 +0200
Subject: [PATCH 140/208] fix(keycloak): disable SSL requirement for master
 realm after start

Keycloak 26+ enforces SSL by default even for localhost, causing client
connections over plain HTTP to fail. Disable it via kcadm.sh post-start.
Also add user_realm_name to get_client() kwargs to fix authentication
against the master realm.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .../community/keycloak/__init__.py            | 24 +++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/src/testcontainers/community/keycloak/__init__.py b/src/testcontainers/community/keycloak/__init__.py
index 459e4ea26..ef79f31a4 100644
--- a/src/testcontainers/community/keycloak/__init__.py
+++ b/src/testcontainers/community/keycloak/__init__.py
@@ -112,8 +112,31 @@ def _readiness_probe(self) -> None:
     def start(self) -> "KeycloakContainer":
         super().start()
         self._readiness_probe()
+        self._disable_ssl_required()
         return self
 
+    def _disable_ssl_required(self) -> None:
+        result = self.get_wrapped_container().exec_run(
+            [
+                "/opt/keycloak/bin/kcadm.sh",
+                "update",
+                "realms/master",
+                "-s",
+                "sslRequired=none",
+                "--no-config",
+                "--server",
+                f"http://localhost:{self.port}",
+                "--realm",
+                "master",
+                "--user",
+                self.username,
+                "--password",
+                self.password,
+            ]
+        )
+        if result.exit_code != 0:
+            raise RuntimeError(f"Failed to disable SSL for master realm: {result.output.decode()}")
+
     def with_realm_import_file(self, realm_import_file: str) -> "KeycloakContainer":
         file = os.path.abspath(realm_import_file)
         if not os.path.exists(file):
@@ -136,6 +159,7 @@ def get_client(self, **kwargs) -> KeycloakAdmin:
             "username": self.username,
             "password": self.password,
             "realm_name": "master",
+            "user_realm_name": "master",
             "verify": True,
         }
         kwargs = {**default_kwargs, **kwargs}

From 4d1da0cc99200c4224d8788b9733fc72364d91d6 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:51 +0200
Subject: [PATCH 141/208] fix(k3s): replace tmpfs dict kwarg with
 with_tmpfs_mount()

Passing tmpfs as a Docker kwarg dict is no longer supported in the new
container API. Use the dedicated with_tmpfs_mount() method instead.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 src/testcontainers/community/k3s/__init__.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/testcontainers/community/k3s/__init__.py b/src/testcontainers/community/k3s/__init__.py
index 8d1216fc4..02a3be693 100644
--- a/src/testcontainers/community/k3s/__init__.py
+++ b/src/testcontainers/community/k3s/__init__.py
@@ -44,7 +44,9 @@ def __init__(self, image="rancher/k3s:latest", enable_cgroup_mount=True, **kwarg
         self.with_exposed_ports(self.KUBE_SECURE_PORT, self.RANCHER_WEBHOOK_PORT)
         self.with_env("K3S_URL", f"https://{self.get_container_host_ip()}:{self.KUBE_SECURE_PORT}")
         self.with_command("server --disable traefik --tls-san=" + self.get_container_host_ip())
-        self.with_kwargs(privileged=True, tmpfs={"/run": "", "/var/run": ""})
+        self.with_kwargs(privileged=True)
+        self.with_tmpfs_mount("/run")
+        self.with_tmpfs_mount("/var/run")
         if enable_cgroup_mount:
             self.with_volume_mapping("/sys/fs/cgroup", "/sys/fs/cgroup", "rw")
         else:

From 54cef56ffc53d43300908be5f1353cab02ba066b Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:52 +0200
Subject: [PATCH 142/208] fix(sftp): remove redundant start() calls and fix SSH
 connection options

Calling sftp_container.start() inside a with block double-starts the
container (the context manager already calls start()). Also add
allow_agent=False and look_for_keys=False to paramiko connect() calls
to prevent the SSH client from picking up ambient keys/agents from the
test environment, which caused intermittent auth failures.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 tests/community/sftp/test_sftp.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/community/sftp/test_sftp.py b/tests/community/sftp/test_sftp.py
index 695ace1bd..f9e46c442 100644
--- a/tests/community/sftp/test_sftp.py
+++ b/tests/community/sftp/test_sftp.py
@@ -9,7 +9,6 @@
 
 def test_sftp_login_with_default_basic_auth():
     with SFTPContainer() as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -19,12 +18,13 @@ def test_sftp_login_with_default_basic_auth():
             port=host_port,
             username=sftp_container.users[0].name,
             password=sftp_container.users[0].password,
+            allow_agent=False,
+            look_for_keys=False,
         )
 
 
 def test_sftp_login_with_default_keypair_auth():
     with SFTPContainer() as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -40,7 +40,6 @@ def test_sftp_login_with_default_keypair_auth():
 def test_sftp_login_with_custom_user_basic_auth():
     user = SFTPUser(name="custom", password="custom_password")
     with SFTPContainer(users=[user]) as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -50,13 +49,14 @@ def test_sftp_login_with_custom_user_basic_auth():
             port=host_port,
             username=user.name,
             password=user.password,
+            allow_agent=False,
+            look_for_keys=False,
         )
 
 
 def test_sftp_login_with_custom_user_keypair_auth():
     user = SFTPUser.with_keypair(name="custom")
     with SFTPContainer(users=[user]) as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -72,7 +72,6 @@ def test_sftp_login_with_custom_user_keypair_auth():
 def test_sftp_login_with_custom_user_password_and_keypair_auth():
     user = SFTPUser.with_keypair(name="custom", password="custom_password")
     with SFTPContainer(users=[user]) as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -88,7 +87,6 @@ def test_sftp_login_with_custom_user_password_and_keypair_auth():
 
 def test_sftp_user_can_upload():
     with SFTPContainer() as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -98,6 +96,8 @@ def test_sftp_user_can_upload():
             port=host_port,
             username=sftp_container.users[0].name,
             password=sftp_container.users[0].password,
+            allow_agent=False,
+            look_for_keys=False,
         )
         sftp = ssh.open_sftp()
         sftp.chdir("upload")
@@ -119,7 +119,6 @@ def test_sftp_user_can_download_from_mounted(tmp_path: Path):
     temp_file.write_text("test")
     user = SFTPUser.with_keypair(name="custom", mount_dir=temp_dir.as_posix())
     with SFTPContainer(users=[user]) as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -143,7 +142,6 @@ def test_sftp_user_cant_upload_to_root(tmp_path: Path):
     temp_file = temp_dir / "test.txt"
     temp_file.write_text("test")
     with SFTPContainer() as sftp_container:
-        sftp_container.start()
         host_ip = sftp_container.get_container_host_ip()
         host_port = sftp_container.get_exposed_sftp_port()
         ssh = paramiko.SSHClient()
@@ -153,6 +151,8 @@ def test_sftp_user_cant_upload_to_root(tmp_path: Path):
             port=host_port,
             username=sftp_container.users[0].name,
             password=sftp_container.users[0].password,
+            allow_agent=False,
+            look_for_keys=False,
         )
         sftp = ssh.open_sftp()
         with pytest.raises(PermissionError):

From 50bb20251ca09dac715727f486b09b7d810e93fd Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:52 +0200
Subject: [PATCH 143/208] fix(arangodb): replace deprecated add_hash_index with
 add_persistent_index

add_hash_index() was removed in python-arango >= 8; persistent indexes
are the recommended replacement and cover the same use case.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 tests/community/arangodb/test_arangodb.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/community/arangodb/test_arangodb.py b/tests/community/arangodb/test_arangodb.py
index 1a8df606e..00ac2b927 100644
--- a/tests/community/arangodb/test_arangodb.py
+++ b/tests/community/arangodb/test_arangodb.py
@@ -34,7 +34,7 @@ def arango_test_ops(arango_client, expected_version, username="root", password="
     students = database.create_collection("students")
 
     # Add a hash index to the collection.
-    students.add_hash_index(fields=["name"], unique=True)
+    students.add_persistent_index(fields=["name"], unique=True)
 
     # Insert new documents into the collection. (students_to_insert_cnt)
     students.insert({"name": "jane", "age": 39})

From 2622736a9a23e7ede94ee3f7d879e29b33da0695 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:53 +0200
Subject: [PATCH 144/208] fix(rabbitmq): declare queue as durable

Non-durable queues are dropped on broker restart. Declaring the test
queue as durable matches real-world usage and prevents flaky failures
when the broker isn't fully settled.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 tests/community/rabbitmq/test_rabbitmq.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/community/rabbitmq/test_rabbitmq.py b/tests/community/rabbitmq/test_rabbitmq.py
index ea0051819..71366ce35 100644
--- a/tests/community/rabbitmq/test_rabbitmq.py
+++ b/tests/community/rabbitmq/test_rabbitmq.py
@@ -44,7 +44,7 @@ def test_docker_run_rabbitmq(
         # create exchange and queue:
         channel = connection.channel()
         channel.exchange_declare(exchange=EXCHANGE, exchange_type="topic")
-        channel.queue_declare(QUEUE, arguments={})
+        channel.queue_declare(QUEUE, durable=True, arguments={})
         channel.queue_bind(QUEUE, EXCHANGE, ROUTING_KEY)
 
         # publish message:

From 961e3d1f30548f6408dc5a380badab13ec42568f Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:53 +0200
Subject: [PATCH 145/208] fix(core/registry): use relative import for
 _LocalRegistryContainer

pytest --import-mode=importlib requires explicit relative imports for
local helper modules; the bare import worked by accident under the old
import mode.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 tests/core/test_core_registry.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/core/test_core_registry.py b/tests/core/test_core_registry.py
index 7be489a64..a6c801b2b 100644
--- a/tests/core/test_core_registry.py
+++ b/tests/core/test_core_registry.py
@@ -12,7 +12,7 @@
 import json
 
 import pytest
-from _local_registry_container import _LocalRegistryContainer  # type: ignore[import-not-found]
+from ._local_registry_container import _LocalRegistryContainer
 from docker.errors import NotFound
 
 from testcontainers.core.config import testcontainers_config

From 3206f94dac17b9e5a632d82a5afb699b9d3c6b34 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 23:26:35 +0200
Subject: [PATCH 146/208] refactor(socat): convert to waiting_for() wait
 strategy

Replace manual _connect() + @wait_container_is_ready(OSError) with
PortWaitStrategy. Since targets are registered after __init__ via
with_target(), the strategy is applied in start() just before
delegating to super().

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 src/testcontainers/socat/socat.py | 21 +++++++--------------
 1 file changed, 7 insertions(+), 14 deletions(-)

diff --git a/src/testcontainers/socat/socat.py b/src/testcontainers/socat/socat.py
index bf6307e95..f53b412ad 100644
--- a/src/testcontainers/socat/socat.py
+++ b/src/testcontainers/socat/socat.py
@@ -11,12 +11,13 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 import random
-import socket
 import string
 from typing import Any, Optional
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready
+from testcontainers.core.wait_strategies import PortWaitStrategy
 
 
 class SocatContainer(DockerContainer):
@@ -77,15 +78,7 @@ def _configure(self) -> None:
 
         self.with_command(f'-c "{command}"')
 
-    def start(self) -> "SocatContainer":
-        super().start()
-        self._connect()
-        return self
-
-    @wait_container_is_ready(OSError)
-    def _connect(self) -> None:
-        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
-            next_port = next(iter(self.ports))
-            # todo remove this limitation
-            assert isinstance(next_port, int)
-            s.connect((self.get_container_host_ip(), int(self.get_exposed_port(next_port))))
+    def start(self) -> Self:
+        if self.targets:
+            self.waiting_for(PortWaitStrategy(next(iter(self.targets))))
+        return super().start()

From 237be275fdca346f5ee53cee336fda2501e2b578 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 02:50:12 +0200
Subject: [PATCH 147/208] feat(main): enable typing for complete package

- fix all typing errors and asserts in tests
- improved type hints for main methods like docker.run.
---
 pyproject.toml                                |   8 +-
 .../{azurite/py.typed => __init__.py}         |   0
 .../community/aws/aws_lambda.py               |   1 +
 .../community/azurite/__init__.py             |  12 +-
 .../community/chroma/__init__.py              |   1 +
 .../community/cosmosdb/_emulator.py           |   2 +-
 .../community/cosmosdb/mongodb.py             |   2 +-
 .../community/cosmosdb/nosql.py               |   3 +-
 .../community/elasticsearch/__init__.py       |   2 +-
 .../providers/sql_connection_wait_strategy.py |   2 +-
 .../community/generic/server.py               |   1 +
 src/testcontainers/community/generic/sql.py   |   2 +-
 .../community/google/datastore.py             |   6 +-
 src/testcontainers/community/google/pubsub.py |  11 +-
 .../community/influxdb/__init__.py            |   2 +-
 .../community/influxdb1/__init__.py           |   3 +-
 .../community/influxdb2/__init__.py           |   3 +-
 src/testcontainers/community/k3s/__init__.py  |   2 +-
 .../community/kafka/__init__.py               |   3 +-
 .../community/keycloak/__init__.py            |   6 +-
 .../community/localstack/__init__.py          |   3 +-
 .../community/mailpit/__init__.py             |   1 +
 .../community/memcached/__init__.py           |   2 +-
 .../community/minio/__init__.py               |   6 +-
 .../community/mongodb/__init__.py             |   1 +
 src/testcontainers/community/mqtt/__init__.py |   5 +-
 .../community/neo4j/__init__.py               |   6 +-
 .../community/nginx/__init__.py               |   2 +-
 .../community/ollama/__init__.py              |   3 +-
 .../community/openfga/__init__.py             |   1 +
 .../community/opensearch/__init__.py          |   5 +-
 .../community/postgres/py.typed               |   0
 .../community/qdrant/__init__.py              |   4 +-
 .../community/rabbitmq/__init__.py            |   1 +
 .../community/redis/__init__.py               |  16 +-
 .../community/scylla/__init__.py              |   4 +-
 .../community/selenium/__init__.py            |   8 +-
 .../community/selenium/video.py               |   2 +-
 src/testcontainers/community/sftp/__init__.py |   1 +
 src/testcontainers/community/sftp/py.typed    |   0
 .../community/trino/__init__.py               |   2 +-
 .../community/valkey/__init__.py              |   2 +-
 .../community/weaviate/__init__.py            |   3 +-
 src/testcontainers/core/config.py             |   3 +-
 src/testcontainers/core/container.py          |  70 +++--
 src/testcontainers/core/docker_client.py      | 256 ++++++++++++++----
 src/testcontainers/core/image.py              |  13 +-
 src/testcontainers/core/network.py            |   2 +-
 src/testcontainers/core/wait_strategies.py    |   4 +-
 src/testcontainers/core/waiting_utils.py      |   2 +-
 .../{community/mailpit => }/py.typed          |   0
 tests/community/generic/test_server.py        |   2 +-
 tests/core/test_container.py                  |   2 +-
 tests/core/test_core.py                       |   4 +-
 tests/core/test_core_ports.py                 |  53 ++--
 tests/core/test_docker_client.py              |   8 +-
 tests/core/test_docker_in_docker.py           |   9 +-
 tests/core/test_image.py                      |  11 +-
 tests/core/test_network.py                    |   9 +-
 tests/core/test_utils.py                      |   2 +-
 uv.lock                                       |  85 +++++-
 61 files changed, 495 insertions(+), 190 deletions(-)
 rename src/testcontainers/community/{azurite/py.typed => __init__.py} (100%)
 delete mode 100644 src/testcontainers/community/postgres/py.typed
 delete mode 100644 src/testcontainers/community/sftp/py.typed
 rename src/testcontainers/{community/mailpit => }/py.typed (100%)

diff --git a/pyproject.toml b/pyproject.toml
index c554fc1fb..87e9ee298 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -139,6 +139,8 @@ lint = [
   "types-paramiko>=4",
   "ruff",
   "pre-commit>=4",
+  "types-docker>=7.1.0.20260518",
+  "boto3-stubs-lite[boto3]",
 ]
 docs = [
   "sphinx>=8; python_version < '3.11'",
@@ -277,15 +279,15 @@ check_untyped_defs = true
 disable_error_code = ["no-untyped-def"]
 
 [[tool.mypy.overrides]]
-module = ["docker.*"]
+module = ["pika.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = ["wrapt.*"]
+module = ["influxdb.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = ["requests.*"]
+module = ["cassandra.*"]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
diff --git a/src/testcontainers/community/azurite/py.typed b/src/testcontainers/community/__init__.py
similarity index 100%
rename from src/testcontainers/community/azurite/py.typed
rename to src/testcontainers/community/__init__.py
diff --git a/src/testcontainers/community/aws/aws_lambda.py b/src/testcontainers/community/aws/aws_lambda.py
index 31565206b..3b5a71b94 100644
--- a/src/testcontainers/community/aws/aws_lambda.py
+++ b/src/testcontainers/community/aws/aws_lambda.py
@@ -2,6 +2,7 @@
 from typing import Union
 
 import httpx
+
 from testcontainers.community.generic.server import ServerContainer
 from testcontainers.core.image import DockerImage
 
diff --git a/src/testcontainers/community/azurite/__init__.py b/src/testcontainers/community/azurite/__init__.py
index 0cc400200..be381f041 100644
--- a/src/testcontainers/community/azurite/__init__.py
+++ b/src/testcontainers/community/azurite/__init__.py
@@ -131,17 +131,17 @@ def __get_local_connection_string(self) -> str:
             f"DefaultEndpointsProtocol=http;AccountName={self.account_name};AccountKey={self.account_key};"
         )
 
-        if self.blob_service_port in self.ports:
+        if str(self.blob_service_port) in self.ports:
             connection_string += (
                 f"BlobEndpoint=http://{host_ip}:{self.get_exposed_port(self.blob_service_port)}/{self.account_name};"
             )
 
-        if self.queue_service_port in self.ports:
+        if str(self.queue_service_port) in self.ports:
             connection_string += (
                 f"QueueEndpoint=http://{host_ip}:{self.get_exposed_port(self.queue_service_port)}/{self.account_name};"
             )
 
-        if self.table_service_port in self.ports:
+        if str(self.table_service_port) in self.ports:
             connection_string += (
                 f"TableEndpoint=http://{host_ip}:{self.get_exposed_port(self.table_service_port)}/{self.account_name};"
             )
@@ -206,13 +206,13 @@ def __get_external_connection_string(self) -> str:
             f"DefaultEndpointsProtocol=http;AccountName={self.account_name};AccountKey={self.account_key};"
         )
 
-        if self.blob_service_port in self.ports:
+        if str(self.blob_service_port) in self.ports:
             connection_string += f"BlobEndpoint=http://{host_ip}:{blob_port}/{self.account_name};"
 
-        if self.queue_service_port in self.ports:
+        if str(self.queue_service_port) in self.ports:
             connection_string += f"QueueEndpoint=http://{host_ip}:{queue_port}/{self.account_name};"
 
-        if self.table_service_port in self.ports:
+        if str(self.table_service_port) in self.ports:
             connection_string += f"TableEndpoint=http://{host_ip}:{table_port}/{self.account_name};"
 
         return connection_string
diff --git a/src/testcontainers/community/chroma/__init__.py b/src/testcontainers/community/chroma/__init__.py
index aa6c0b3fc..26766e4d4 100644
--- a/src/testcontainers/community/chroma/__init__.py
+++ b/src/testcontainers/community/chroma/__init__.py
@@ -1,6 +1,7 @@
 from typing import TYPE_CHECKING
 
 from requests import ConnectionError, get
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
diff --git a/src/testcontainers/community/cosmosdb/_emulator.py b/src/testcontainers/community/cosmosdb/_emulator.py
index 6db14174b..ffc79cf73 100644
--- a/src/testcontainers/community/cosmosdb/_emulator.py
+++ b/src/testcontainers/community/cosmosdb/_emulator.py
@@ -40,7 +40,7 @@ def __init__(
         bind_ports: bool = os.getenv("AZURE_COSMOS_EMULATOR_BIND_PORTS", "true").strip().lower() in _ENV_TRUTHY,
         endpoint_ports: Iterable[int] = [],
         **other_kwargs,
-    ):
+    ) -> None:
         super().__init__(image=image, **other_kwargs)
         self.endpoint_ports = endpoint_ports
         self.partition_count = partition_count
diff --git a/src/testcontainers/community/cosmosdb/mongodb.py b/src/testcontainers/community/cosmosdb/mongodb.py
index e31b917b9..c46d472d5 100644
--- a/src/testcontainers/community/cosmosdb/mongodb.py
+++ b/src/testcontainers/community/cosmosdb/mongodb.py
@@ -30,7 +30,7 @@ def __init__(
             "AZURE_COSMOS_EMULATOR_IMAGE", "mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:latest"
         ),
         **other_kwargs,
-    ):
+    ) -> None:
         super().__init__(image=image, endpoint_ports=[ENDPOINT_PORT], **other_kwargs)
         assert mongodb_version is not None, "A MongoDB version is required to use the MongoDB Endpoint"
         self.mongodb_version = mongodb_version
diff --git a/src/testcontainers/community/cosmosdb/nosql.py b/src/testcontainers/community/cosmosdb/nosql.py
index 58db8525b..864dccbfd 100644
--- a/src/testcontainers/community/cosmosdb/nosql.py
+++ b/src/testcontainers/community/cosmosdb/nosql.py
@@ -1,6 +1,7 @@
 from azure.core.exceptions import ServiceRequestError
 from azure.cosmos import CosmosClient as SyncCosmosClient
 from azure.cosmos.aio import CosmosClient as AsyncCosmosClient
+
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
 from ._emulator import CosmosDBEmulatorContainer
@@ -33,7 +34,7 @@ class CosmosDBNoSQLEndpointContainer(CosmosDBEmulatorContainer):
 
     """
 
-    def __init__(self, **kwargs):
+    def __init__(self, **kwargs: object) -> None:
         super().__init__(endpoint_ports=[NOSQL_PORT], **kwargs)
 
     @property
diff --git a/src/testcontainers/community/elasticsearch/__init__.py b/src/testcontainers/community/elasticsearch/__init__.py
index ebda06b17..816e441cd 100644
--- a/src/testcontainers/community/elasticsearch/__init__.py
+++ b/src/testcontainers/community/elasticsearch/__init__.py
@@ -72,7 +72,7 @@ class ElasticSearchContainer(DockerContainer):
             '8.3.3'
     """
 
-    def __init__(self, image: str = "elasticsearch", port: int = 9200, **kwargs) -> None:
+    def __init__(self, image: str = "elasticsearch", port: int = 9200, **kwargs: object) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(image, _wait_strategy=HttpWaitStrategy(port), **kwargs)
         self.port = port
diff --git a/src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py b/src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py
index bad46c743..a1e1c64f2 100644
--- a/src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py
+++ b/src/testcontainers/community/generic/providers/sql_connection_wait_strategy.py
@@ -19,7 +19,7 @@
 class SqlAlchemyConnectWaitStrategy(WaitStrategy):
     """Wait strategy for database connectivity testing using SQLAlchemy."""
 
-    def __init__(self):
+    def __init__(self) -> None:
         super().__init__()
         self.with_transient_exceptions(TimeoutError, ConnectionError, *ADDITIONAL_TRANSIENT_ERRORS)
 
diff --git a/src/testcontainers/community/generic/server.py b/src/testcontainers/community/generic/server.py
index 1d54fd0fc..3c6c6ccfe 100644
--- a/src/testcontainers/community/generic/server.py
+++ b/src/testcontainers/community/generic/server.py
@@ -1,6 +1,7 @@
 from typing import Union
 
 import httpx
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.image import DockerImage
diff --git a/src/testcontainers/community/generic/sql.py b/src/testcontainers/community/generic/sql.py
index c7ed755ed..c5e389768 100644
--- a/src/testcontainers/community/generic/sql.py
+++ b/src/testcontainers/community/generic/sql.py
@@ -20,7 +20,7 @@ class SqlContainer(DockerContainer):
     Note: `SqlAlchemyConnectWaitStrategy` from `sql_connection_wait_strategy` is a provided wait strategy for SQL databases.
     """
 
-    def __init__(self, image: str, wait_strategy: WaitStrategy, **kwargs):
+    def __init__(self, image: str, wait_strategy: WaitStrategy, **kwargs: object) -> None:
         """
         Initialize SqlContainer with optional wait strategy.
 
diff --git a/src/testcontainers/community/google/datastore.py b/src/testcontainers/community/google/datastore.py
index f97b38e8b..ff0540999 100644
--- a/src/testcontainers/community/google/datastore.py
+++ b/src/testcontainers/community/google/datastore.py
@@ -13,11 +13,11 @@
 import os
 from unittest.mock import patch
 
+from google.cloud import datastore
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
-from google.cloud import datastore
-
 
 class DatastoreContainer(DockerContainer):
     """
@@ -56,7 +56,7 @@ def __init__(
     def get_datastore_emulator_host(self) -> str:
         return f"{self.get_container_host_ip()}:{self.get_exposed_port(self.port)}"
 
-    def get_datastore_client(self, **kwargs) -> datastore.Client:
+    def get_datastore_client(self, **kwargs: object) -> datastore.Client:
         wait_for_logs(self, "Dev App Server is now running.", timeout=30.0)
         env_vars = {
             "DATASTORE_DATASET": self.project,
diff --git a/src/testcontainers/community/google/pubsub.py b/src/testcontainers/community/google/pubsub.py
index b9ea4151c..b701c761d 100644
--- a/src/testcontainers/community/google/pubsub.py
+++ b/src/testcontainers/community/google/pubsub.py
@@ -11,11 +11,14 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 import os
+from typing import TypeVar
 from unittest.mock import patch
 
+from google.cloud import pubsub
+
 from testcontainers.core.container import DockerContainer
 
-from google.cloud import pubsub
+T = TypeVar("T")
 
 
 class PubSubContainer(DockerContainer):
@@ -52,18 +55,18 @@ def __init__(
     def get_pubsub_emulator_host(self) -> str:
         return f"{self.get_container_host_ip()}:{self.get_exposed_port(self.port)}"
 
-    def _get_client(self, cls: type, **kwargs) -> dict:
+    def _get_client(self, cls: type[T], **kwargs: object) -> T:
         with patch.dict(os.environ, PUBSUB_EMULATOR_HOST=self.get_pubsub_emulator_host()):
             return cls(**kwargs)
 
-    def get_publisher_client(self, **kwargs) -> pubsub.PublisherClient:
+    def get_publisher_client(self, **kwargs: object) -> pubsub.PublisherClient:
         from google.auth import credentials
 
         kwargs["client_options"] = {"api_endpoint": self.get_pubsub_emulator_host()}
         kwargs["credentials"] = credentials.AnonymousCredentials()
         return self._get_client(pubsub.PublisherClient, **kwargs)
 
-    def get_subscriber_client(self, **kwargs) -> pubsub.SubscriberClient:
+    def get_subscriber_client(self, **kwargs: object) -> pubsub.SubscriberClient:
         from google.auth import credentials
 
         kwargs["client_options"] = {"api_endpoint": self.get_pubsub_emulator_host()}
diff --git a/src/testcontainers/community/influxdb/__init__.py b/src/testcontainers/community/influxdb/__init__.py
index d8956e992..4c4ac46ec 100644
--- a/src/testcontainers/community/influxdb/__init__.py
+++ b/src/testcontainers/community/influxdb/__init__.py
@@ -54,7 +54,7 @@ def __init__(
         # specifies the port on the host machine where influxdb is exposed; a random available port otherwise
         host_port: Optional[int] = None,
         **docker_client_kw,
-    ):
+    ) -> None:
         super().__init__(image=image, **docker_client_kw)
         self.container_port = container_port
         self.host_port = host_port
diff --git a/src/testcontainers/community/influxdb1/__init__.py b/src/testcontainers/community/influxdb1/__init__.py
index a516b6adc..8cabf2bc6 100644
--- a/src/testcontainers/community/influxdb1/__init__.py
+++ b/src/testcontainers/community/influxdb1/__init__.py
@@ -14,6 +14,7 @@
 from typing import Optional
 
 from influxdb import InfluxDBClient
+
 from testcontainers.community.influxdb import InfluxDbContainer
 
 
@@ -40,7 +41,7 @@ def __init__(
         # specifies the port on the host machine where influxdb is exposed; a random available port otherwise
         host_port: Optional[int] = None,
         **docker_client_kw,
-    ):
+    ) -> None:
         super().__init__(image, container_port, host_port, **docker_client_kw)
 
     def get_client(self, **client_kwargs):
diff --git a/src/testcontainers/community/influxdb2/__init__.py b/src/testcontainers/community/influxdb2/__init__.py
index 1dbb83676..6226e8c43 100644
--- a/src/testcontainers/community/influxdb2/__init__.py
+++ b/src/testcontainers/community/influxdb2/__init__.py
@@ -15,6 +15,7 @@
 from typing import Optional
 
 from influxdb_client import InfluxDBClient, Organization
+
 from testcontainers.community.influxdb import InfluxDbContainer
 
 
@@ -52,7 +53,7 @@ def __init__(
         bucket: Optional[str] = None,
         retention: Optional[str] = None,
         **docker_client_kw,
-    ):
+    ) -> None:
         super().__init__(image, container_port, host_port, **docker_client_kw)
 
         configuration = {
diff --git a/src/testcontainers/community/k3s/__init__.py b/src/testcontainers/community/k3s/__init__.py
index 02a3be693..fecdd50c0 100644
--- a/src/testcontainers/community/k3s/__init__.py
+++ b/src/testcontainers/community/k3s/__init__.py
@@ -39,7 +39,7 @@ class K3SContainer(DockerContainer):
     KUBE_SECURE_PORT = 6443
     RANCHER_WEBHOOK_PORT = 8443
 
-    def __init__(self, image="rancher/k3s:latest", enable_cgroup_mount=True, **kwargs) -> None:
+    def __init__(self, image="rancher/k3s:latest", enable_cgroup_mount=True, **kwargs: object) -> None:
         super().__init__(image, **kwargs)
         self.with_exposed_ports(self.KUBE_SECURE_PORT, self.RANCHER_WEBHOOK_PORT)
         self.with_env("K3S_URL", f"https://{self.get_container_host_ip()}:{self.KUBE_SECURE_PORT}")
diff --git a/src/testcontainers/community/kafka/__init__.py b/src/testcontainers/community/kafka/__init__.py
index ce5532ff0..5ed026a19 100644
--- a/src/testcontainers/community/kafka/__init__.py
+++ b/src/testcontainers/community/kafka/__init__.py
@@ -6,12 +6,13 @@
 from os import environ
 from textwrap import dedent
 
+from typing_extensions import Self
+
 from testcontainers.community.kafka._redpanda import RedpandaContainer
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.version import ComparableVersion
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
-from typing_extensions import Self
 
 __all__ = [
     "KafkaContainer",
diff --git a/src/testcontainers/community/keycloak/__init__.py b/src/testcontainers/community/keycloak/__init__.py
index ef79f31a4..a517c45d6 100644
--- a/src/testcontainers/community/keycloak/__init__.py
+++ b/src/testcontainers/community/keycloak/__init__.py
@@ -14,11 +14,11 @@
 from typing import Optional
 
 import requests
+from keycloak import KeycloakAdmin
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
-from keycloak import KeycloakAdmin
-
 _DEFAULT_DEV_COMMAND = "start-dev"
 # Since Keycloak v26.0.0
 # See: https://www.keycloak.org/server/all-config#category-bootstrap_admin
@@ -153,7 +153,7 @@ def with_realm_import_folder(self, realm_import_folder: str) -> "KeycloakContain
         self.has_realm_imports = True
         return self
 
-    def get_client(self, **kwargs) -> KeycloakAdmin:
+    def get_client(self, **kwargs: object) -> KeycloakAdmin:
         default_kwargs = {
             "server_url": self.get_url(),
             "username": self.username,
diff --git a/src/testcontainers/community/localstack/__init__.py b/src/testcontainers/community/localstack/__init__.py
index 77bc9512f..de05e2c13 100644
--- a/src/testcontainers/community/localstack/__init__.py
+++ b/src/testcontainers/community/localstack/__init__.py
@@ -15,6 +15,7 @@
 from typing import Any, Optional
 
 import boto3
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -74,7 +75,7 @@ def get_url(self) -> str:
         return f"http://{host}:{port}"
 
     @ft.wraps(boto3.client)
-    def get_client(self, name, **kwargs) -> Any:
+    def get_client(self, name, **kwargs: object) -> Any:
         kwargs_ = {
             "endpoint_url": self.get_url(),
             "region_name": self.region_name,
diff --git a/src/testcontainers/community/mailpit/__init__.py b/src/testcontainers/community/mailpit/__init__.py
index a95337719..26b802fad 100644
--- a/src/testcontainers/community/mailpit/__init__.py
+++ b/src/testcontainers/community/mailpit/__init__.py
@@ -24,6 +24,7 @@
     NoEncryption,
 )
 from cryptography.x509.oid import NameOID
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
diff --git a/src/testcontainers/community/memcached/__init__.py b/src/testcontainers/community/memcached/__init__.py
index 75844873d..a68ad3b8e 100644
--- a/src/testcontainers/community/memcached/__init__.py
+++ b/src/testcontainers/community/memcached/__init__.py
@@ -34,7 +34,7 @@ class MemcachedContainer(DockerContainer):
             ...    host, port = memcached_container.get_host_and_port()
     """
 
-    def __init__(self, image="memcached:1", port_to_expose=11211, **kwargs):
+    def __init__(self, image="memcached:1", port_to_expose=11211, **kwargs: object) -> None:
         super().__init__(image, **kwargs)
         self.port_to_expose = port_to_expose
         self.with_exposed_ports(port_to_expose)
diff --git a/src/testcontainers/community/minio/__init__.py b/src/testcontainers/community/minio/__init__.py
index 63448f712..5310e3cd6 100644
--- a/src/testcontainers/community/minio/__init__.py
+++ b/src/testcontainers/community/minio/__init__.py
@@ -1,9 +1,9 @@
+from minio import Minio
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import HttpWaitStrategy
 
-from minio import Minio
-
 
 class MinioContainer(DockerContainer):
     """
@@ -64,7 +64,7 @@ def __init__(
         self.with_env("MINIO_SECRET_KEY", self.secret_key)
         self.with_command(f"server /data --address :{self.port}")
 
-    def get_client(self, **kwargs) -> Minio:
+    def get_client(self, **kwargs: object) -> Minio:
         """Returns a Minio client to connect to the container.
 
         Returns:
diff --git a/src/testcontainers/community/mongodb/__init__.py b/src/testcontainers/community/mongodb/__init__.py
index eb7a8747d..53eda1971 100644
--- a/src/testcontainers/community/mongodb/__init__.py
+++ b/src/testcontainers/community/mongodb/__init__.py
@@ -15,6 +15,7 @@
 from typing import Optional
 
 from pymongo import MongoClient
+
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import HealthcheckWaitStrategy, LogMessageWaitStrategy
diff --git a/src/testcontainers/community/mqtt/__init__.py b/src/testcontainers/community/mqtt/__init__.py
index e20c8adcc..fece15bc2 100644
--- a/src/testcontainers/community/mqtt/__init__.py
+++ b/src/testcontainers/community/mqtt/__init__.py
@@ -14,9 +14,10 @@
 from pathlib import Path
 from typing import TYPE_CHECKING, Optional
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
-from typing_extensions import Self
 
 if TYPE_CHECKING:
     from paho.mqtt.client import Client
@@ -74,7 +75,7 @@ def get_client(self) -> "Client":
         self.client = client
         return client
 
-    def new_client(self, **kwargs) -> tuple["Client", "MQTTErrorCode"]:
+    def new_client(self, **kwargs: object) -> tuple["Client", "MQTTErrorCode"]:
         """
         Get a paho.mqtt client connected to this container.
         Check the returned object is_connected() method before use
diff --git a/src/testcontainers/community/neo4j/__init__.py b/src/testcontainers/community/neo4j/__init__.py
index b322e04ca..6ddaba970 100644
--- a/src/testcontainers/community/neo4j/__init__.py
+++ b/src/testcontainers/community/neo4j/__init__.py
@@ -14,13 +14,13 @@
 import os
 from typing import Optional
 
+from neo4j import Driver, GraphDatabase
+
 from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
-from neo4j import Driver, GraphDatabase
-
 
 class Neo4jContainer(DbContainer):
     """
@@ -72,5 +72,5 @@ def _connect(self) -> None:
             # force them to do a round trip to confirm neo4j is working
             driver.verify_connectivity()
 
-    def get_driver(self, **kwargs) -> Driver:
+    def get_driver(self, **kwargs: object) -> Driver:
         return GraphDatabase.driver(self.get_connection_url(), auth=(self.username, self.password), **kwargs)
diff --git a/src/testcontainers/community/nginx/__init__.py b/src/testcontainers/community/nginx/__init__.py
index ecf4c072e..577ebf869 100644
--- a/src/testcontainers/community/nginx/__init__.py
+++ b/src/testcontainers/community/nginx/__init__.py
@@ -20,7 +20,7 @@
 
 
 class NginxContainer(DockerContainer):
-    def __init__(self, image: str = "nginx:latest", port: int = 80, **kwargs) -> None:
+    def __init__(self, image: str = "nginx:latest", port: int = 80, **kwargs: object) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(image, **kwargs)
         self.port = port
diff --git a/src/testcontainers/community/ollama/__init__.py b/src/testcontainers/community/ollama/__init__.py
index 2093f00da..53a5ee589 100644
--- a/src/testcontainers/community/ollama/__init__.py
+++ b/src/testcontainers/community/ollama/__init__.py
@@ -16,6 +16,7 @@
 
 from docker.types.containers import DeviceRequest
 from requests import get
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -91,7 +92,7 @@ def __init__(
         ollama_home: Optional[Union[str, PathLike]] = None,
         **kwargs,
         #
-    ):
+    ) -> None:
         super().__init__(image=image, **kwargs)
         self.ollama_home = ollama_home
         self.with_exposed_ports(OllamaContainer.OLLAMA_PORT)
diff --git a/src/testcontainers/community/openfga/__init__.py b/src/testcontainers/community/openfga/__init__.py
index ac0a4ad7c..bb97eceab 100644
--- a/src/testcontainers/community/openfga/__init__.py
+++ b/src/testcontainers/community/openfga/__init__.py
@@ -14,6 +14,7 @@
 from typing import Optional
 
 import requests
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
diff --git a/src/testcontainers/community/opensearch/__init__.py b/src/testcontainers/community/opensearch/__init__.py
index c1a4b3df3..48660da2b 100644
--- a/src/testcontainers/community/opensearch/__init__.py
+++ b/src/testcontainers/community/opensearch/__init__.py
@@ -2,10 +2,11 @@
 
 from opensearchpy import OpenSearch
 from opensearchpy.exceptions import ConnectionError, TransportError
+from urllib3.exceptions import ProtocolError
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
-from urllib3.exceptions import ProtocolError
 
 MIN_REQUIRED_INITIAL_ADMIN_PASSWORD = [2, 12, 0]
 
@@ -84,7 +85,7 @@ def get_config(self) -> dict:
             "password": self.initial_admin_password,
         }
 
-    def get_client(self, verify_certs: bool = False, **kwargs) -> OpenSearch:
+    def get_client(self, verify_certs: bool = False, **kwargs: object) -> OpenSearch:
         """Returns a OpenSearch client to connect to the container.
 
         Returns:
diff --git a/src/testcontainers/community/postgres/py.typed b/src/testcontainers/community/postgres/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/testcontainers/community/qdrant/__init__.py b/src/testcontainers/community/qdrant/__init__.py
index 9341246cc..17dc65f98 100644
--- a/src/testcontainers/community/qdrant/__init__.py
+++ b/src/testcontainers/community/qdrant/__init__.py
@@ -59,7 +59,7 @@ def __init__(
     def _configure(self) -> None:
         self.with_env("QDRANT__SERVICE__API_KEY", self._api_key)
 
-    def get_client(self, **kwargs):
+    def get_client(self, **kwargs: object):
         """
         Get a `qdrant_client.QdrantClient` instance associated with the container.
 
@@ -84,7 +84,7 @@ def get_client(self, **kwargs):
             **kwargs,
         )
 
-    def get_async_client(self, **kwargs):
+    def get_async_client(self, **kwargs: object):
         """
         Get a `qdrant_client.AsyncQdrantClient` instance associated with the container.
 
diff --git a/src/testcontainers/community/rabbitmq/__init__.py b/src/testcontainers/community/rabbitmq/__init__.py
index d86de1214..66d2d35f3 100644
--- a/src/testcontainers/community/rabbitmq/__init__.py
+++ b/src/testcontainers/community/rabbitmq/__init__.py
@@ -2,6 +2,7 @@
 from typing import Optional
 
 import pika
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
diff --git a/src/testcontainers/community/redis/__init__.py b/src/testcontainers/community/redis/__init__.py
index 0cfd9be56..e1f55bb3c 100644
--- a/src/testcontainers/community/redis/__init__.py
+++ b/src/testcontainers/community/redis/__init__.py
@@ -13,13 +13,13 @@
 
 from typing import Optional
 
+import redis
+from redis.asyncio import Redis as asyncRedis
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import WaitStrategy, WaitStrategyTarget
 
-import redis
-from redis.asyncio import Redis as asyncRedis
-
 
 class RedisContainer(DockerContainer):
     """
@@ -35,7 +35,9 @@ class RedisContainer(DockerContainer):
             ...     redis_client = redis_container.get_client()
     """
 
-    def __init__(self, image: str = "redis:latest", port: int = 6379, password: Optional[str] = None, **kwargs) -> None:
+    def __init__(
+        self, image: str = "redis:latest", port: int = 6379, password: Optional[str] = None, **kwargs: object
+    ) -> None:
         raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
         super().__init__(image, _wait_strategy=PingWaitStrategy(), **kwargs)
         self.port = port
@@ -44,7 +46,7 @@ def __init__(self, image: str = "redis:latest", port: int = 6379, password: Opti
         if self.password:
             self.with_command(f"redis-server --requirepass {self.password}")
 
-    def get_client(self, **kwargs) -> redis.Redis:
+    def get_client(self, **kwargs: object) -> redis.Redis:
         """
         Get a redis client.
 
@@ -86,10 +88,10 @@ class AsyncRedisContainer(RedisContainer):
         ...     redis_client =await  redis_container.get_async_client()
     """
 
-    def __init__(self, image="redis:latest", port_to_expose=6379, password=None, **kwargs):
+    def __init__(self, image="redis:latest", port_to_expose=6379, password=None, **kwargs: object) -> None:
         super().__init__(image, port_to_expose, password, **kwargs)
 
-    async def get_async_client(self, **kwargs):
+    async def get_async_client(self, **kwargs: object):
         return await asyncRedis(
             host=self.get_container_host_ip(),
             port=self.get_exposed_port(self.port),
diff --git a/src/testcontainers/community/scylla/__init__.py b/src/testcontainers/community/scylla/__init__.py
index ca634fd62..6e4e0eaba 100644
--- a/src/testcontainers/community/scylla/__init__.py
+++ b/src/testcontainers/community/scylla/__init__.py
@@ -20,7 +20,7 @@ class ScyllaContainer(DockerContainer):
         ...            "= {'class': 'SimpleStrategy', 'replication_factor': '1'};")
     """
 
-    def __init__(self, image="scylladb/scylla:latest", ports_to_expose=(9042,)):
+    def __init__(self, image="scylladb/scylla:latest", ports_to_expose=(9042,)) -> None:
         super().__init__(image)
         self.ports_to_expose = ports_to_expose
         self.with_exposed_ports(*self.ports_to_expose)
@@ -37,7 +37,7 @@ def start(self):
         self._connect()
         return self
 
-    def get_cluster(self, **kwargs):
+    def get_cluster(self, **kwargs: object):
         from cassandra.cluster import Cluster
 
         hostname = self.get_container_host_ip()
diff --git a/src/testcontainers/community/selenium/__init__.py b/src/testcontainers/community/selenium/__init__.py
index 2403cb7b6..e99b4aa83 100644
--- a/src/testcontainers/community/selenium/__init__.py
+++ b/src/testcontainers/community/selenium/__init__.py
@@ -14,14 +14,14 @@
 from typing import Any, Optional
 
 import urllib3
+from selenium import webdriver
+from selenium.webdriver.common.options import ArgOptions
+from typing_extensions import Self
+
 from testcontainers.community.selenium.video import SeleniumVideoContainer
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.network import Network
 from testcontainers.core.waiting_utils import wait_container_is_ready
-from typing_extensions import Self
-
-from selenium import webdriver
-from selenium.webdriver.common.options import ArgOptions
 
 IMAGES = {"firefox": "selenium/standalone-firefox:latest", "chrome": "selenium/standalone-chrome:latest"}
 
diff --git a/src/testcontainers/community/selenium/video.py b/src/testcontainers/community/selenium/video.py
index debf098db..c28cda0a8 100644
--- a/src/testcontainers/community/selenium/video.py
+++ b/src/testcontainers/community/selenium/video.py
@@ -22,7 +22,7 @@ class SeleniumVideoContainer(DockerContainer):
     Selenium video container.
     """
 
-    def __init__(self, image: Optional[str] = None, **kwargs) -> None:
+    def __init__(self, image: Optional[str] = None, **kwargs: object) -> None:
         self.image = image or VIDEO_DEFAULT_IMAGE
         super().__init__(image=self.image, **kwargs)
 
diff --git a/src/testcontainers/community/sftp/__init__.py b/src/testcontainers/community/sftp/__init__.py
index a3c46f9f1..ae299fcde 100644
--- a/src/testcontainers/community/sftp/__init__.py
+++ b/src/testcontainers/community/sftp/__init__.py
@@ -18,6 +18,7 @@
 
 from cryptography.hazmat.primitives import serialization
 from cryptography.hazmat.primitives.asymmetric import rsa
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
diff --git a/src/testcontainers/community/sftp/py.typed b/src/testcontainers/community/sftp/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/testcontainers/community/trino/__init__.py b/src/testcontainers/community/trino/__init__.py
index 4e2b1f83c..9b2503d6e 100644
--- a/src/testcontainers/community/trino/__init__.py
+++ b/src/testcontainers/community/trino/__init__.py
@@ -26,7 +26,7 @@ def __init__(
         container_start_timeout: int = 60,
         wait_strategy_check_string: str = ".*======== SERVER STARTED ========.*",
         **kwargs,
-    ):
+    ) -> None:
         super().__init__(image=image, **kwargs)
         self.user = user
         self.port = port
diff --git a/src/testcontainers/community/valkey/__init__.py b/src/testcontainers/community/valkey/__init__.py
index 7237a64fe..657728210 100644
--- a/src/testcontainers/community/valkey/__init__.py
+++ b/src/testcontainers/community/valkey/__init__.py
@@ -24,7 +24,7 @@ class ValkeyContainer(DockerContainer):
 
     """
 
-    def __init__(self, image: str = f"{_BASE_IMAGE}:latest", port: int = 6379, **kwargs) -> None:
+    def __init__(self, image: str = f"{_BASE_IMAGE}:latest", port: int = 6379, **kwargs: object) -> None:
         super().__init__(image, **kwargs)
         self.port = port
         self.password: str | None = None
diff --git a/src/testcontainers/community/weaviate/__init__.py b/src/testcontainers/community/weaviate/__init__.py
index c8c95bb3a..0379582d1 100644
--- a/src/testcontainers/community/weaviate/__init__.py
+++ b/src/testcontainers/community/weaviate/__init__.py
@@ -14,10 +14,11 @@
 from typing import Optional
 
 from docker.types import IPAMConfig, IPAMPool
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.network import Network
 from testcontainers.core.wait_strategies import HttpWaitStrategy
-from typing_extensions import Self
 
 
 class WeaviateContainer(DockerContainer):
diff --git a/src/testcontainers/core/config.py b/src/testcontainers/core/config.py
index bc9be49fa..f5a9afc9f 100644
--- a/src/testcontainers/core/config.py
+++ b/src/testcontainers/core/config.py
@@ -40,7 +40,8 @@ def get_docker_socket() -> str:
 
     try:
         client = docker.from_env()
-        socket_path = client.api.get_adapter(client.api.base_url).socket_path
+        # if adapter does not define socket_path, we return default anyway, so ignore types
+        socket_path = client.api.get_adapter(client.api.base_url).socket_path  # type: ignore[attr-defined]
         # return the normalized path as string
         return str(Path(socket_path).absolute())
     except Exception:
diff --git a/src/testcontainers/core/container.py b/src/testcontainers/core/container.py
index e16ff2447..a4330a5f2 100644
--- a/src/testcontainers/core/container.py
+++ b/src/testcontainers/core/container.py
@@ -4,6 +4,7 @@
 import pathlib
 import sys
 import tarfile
+from collections.abc import Mapping
 from os import PathLike
 from socket import socket
 from types import TracebackType
@@ -11,6 +12,7 @@
 
 import docker.errors
 from docker import version
+from docker.errors import APIError
 from docker.models.containers import ExecResult
 from docker.types import EndpointConfig
 from dotenv import dotenv_values
@@ -39,6 +41,11 @@ class Mount(TypedDict):
     mode: str
 
 
+class BytesExecResult(ExecResult):
+    exit_code: int | None
+    output: bytes
+
+
 class DockerContainer:
     """
 
@@ -80,7 +87,7 @@ def __init__(
     ) -> None:
         self.env = env or {}
 
-        self.ports: dict[Union[str, int], Optional[Union[str, int]]] = {}
+        self.ports: dict[str, Optional[int]] = {}
         if ports:
             self.with_exposed_ports(*ports)
 
@@ -142,7 +149,28 @@ def with_bind_ports(self, container: Union[str, int], host: Optional[Union[str,
         >>> container = container.with_bind_ports("8081/tcp", 8081)
 
         """
-        self.ports[container] = host
+        container = str(container)
+        host_protocol = ""
+        host_port: Optional[int] = None
+
+        # normalize the host port to fit the typing protocol and podman api
+        if isinstance(host, int):
+            host_port = host
+        elif host:
+            host_port_str, _, host_protocol = host.partition("/")
+            try:
+                host_port = int(host_port_str)
+            except ValueError:
+                raise APIError(f"Host port '{host_port_str}' of '{host}' is not an integer.") from None
+
+        if host_protocol:
+            container_port, _, container_protocol = container.partition("/")
+            if not container_protocol:
+                container = f"{container_port}/{host_protocol}"
+            elif container_protocol != host_protocol:
+                raise APIError(f"Container protocol {container_protocol} does not match host protocol {host_protocol}")
+
+        self.ports[container] = host_port
         return self
 
     def with_exposed_ports(self, *ports: Union[str, int]) -> Self:
@@ -160,7 +188,7 @@ def with_exposed_ports(self, *ports: Union[str, int]) -> Self:
         """
 
         for port in ports:
-            self.ports[port] = None
+            self.ports[str(port)] = None
         return self
 
     def with_network(self, network: Network) -> Self:
@@ -208,9 +236,10 @@ def start(self) -> Self:
             self.image,
             command=self._command,
             environment=self.env,
-            ports=cast("dict[int, Optional[int]]", self.ports),
+            ports=self.ports,
             name=self._name,
-            volumes=self.volumes,
+            # dict is invariant: expanding fields explicitly lets mypy verify each value type.
+            volumes={host: {"bind": mount["bind"], "mode": mount["mode"]} for host, mount in self.volumes.items()},
             tmpfs=self.tmpfs,
             **{**network_kwargs, **self._kwargs},
         )
@@ -249,6 +278,11 @@ def __exit__(
     ) -> None:
         self.stop()
 
+    def get_container_id(self) -> str:
+        if self._container is None or self._container.id is None:
+            raise ContainerStartException("Container is not started")
+        return self._container.id
+
     def get_container_host_ip(self) -> str:
         connection_mode: ConnectionMode
         connection_mode = self.get_docker_client().get_connection_mode()
@@ -256,15 +290,9 @@ def get_container_host_ip(self) -> str:
         if connection_mode == ConnectionMode.docker_host:
             return self.get_docker_client().host()
         elif connection_mode == ConnectionMode.gateway_ip:
-            # mypy:
-            container = self._container
-            assert container is not None
-            return self.get_docker_client().gateway_ip(container.id)
+            return self.get_docker_client().gateway_ip(self.get_container_id())
         elif connection_mode == ConnectionMode.bridge_ip:
-            # mypy:
-            container = self._container
-            assert container is not None
-            return self.get_docker_client().bridge_ip(container.id)
+            return self.get_docker_client().bridge_ip(self.get_container_id())
         else:
             # ensure that we covered all possible connection_modes
             assert_never(connection_mode)
@@ -277,9 +305,7 @@ def get_exposed_port(self, port: int) -> int:
 
     def _get_exposed_port(self, port: int) -> int:
         if self.get_docker_client().get_connection_mode().use_mapped_port:
-            c = self._container
-            assert c is not None
-            return int(self.get_docker_client().port(c.id, port))
+            return int(self.get_docker_client().port(self.get_container_id(), port))
         return port
 
     def with_command(self, command: Union[str, list[str]]) -> Self:
@@ -306,6 +332,8 @@ def with_tmpfs_mount(self, container_path: str, size: Optional[str] = None) -> S
         return self
 
     def get_wrapped_container(self) -> "Container":
+        if self._container is None:
+            raise ContainerStartException("Container is not started")
         return self._container
 
     def get_docker_client(self) -> DockerClient:
@@ -329,12 +357,14 @@ def status(self) -> str:
         """Get container status for compatibility with wait strategies."""
         if not self._container:
             return "not_started"
-        return cast("str", self._container.status)
+        return self._container.status
 
-    def exec(self, command: Union[str, list[str]]) -> ExecResult:
+    def exec(self, command: Union[str, list[str]]) -> BytesExecResult:
         if not self._container:
             raise ContainerStartException("Container should be started before executing a command")
-        return self._container.exec_run(command)
+        result = self._container.exec_run(command)
+        assert isinstance(result.output, bytes)
+        return BytesExecResult(result[0], result[1])
 
     def wait(self) -> int:
         """Wait for the container to stop and return its exit code."""
@@ -352,7 +382,7 @@ def get_container_info(self) -> Optional[ContainerInspectInfo]:
         if self._cached_container_info is not None:
             return self._cached_container_info
 
-        if not self._container:
+        if not self._container or self._container.id is None:
             return None
 
         try:
diff --git a/src/testcontainers/core/docker_client.py b/src/testcontainers/core/docker_client.py
index 288b27c79..780c83790 100644
--- a/src/testcontainers/core/docker_client.py
+++ b/src/testcontainers/core/docker_client.py
@@ -10,22 +10,24 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
+from __future__ import annotations
+
 import contextlib
-import functools as ft
+import functools
 import importlib.metadata
 import ipaddress
 import os
 import socket
 import urllib
 import urllib.parse
-from collections.abc import Iterable
-from typing import TYPE_CHECKING, Any, Callable, Optional, TypeVar, Union, cast
+from collections.abc import Iterable, Iterator, Mapping
+from typing import TYPE_CHECKING, Any, Literal, Optional, TypedDict, Union, cast, overload
 
 import docker
 from docker.context import ContextAPI
-from docker.models.containers import Container, ContainerCollection
-from docker.models.images import Image, ImageCollection
-from typing_extensions import ParamSpec
+from docker.models.containers import Container
+from docker.models.images import Image
+from typing_extensions import Unpack
 
 from testcontainers.core import utils
 from testcontainers.core.auth import DockerAuthInfo, parse_docker_auth_config
@@ -35,28 +37,140 @@
 from testcontainers.core.labels import SESSION_ID, create_labels
 
 if TYPE_CHECKING:
-    from docker.models.networks import Network as DockerNetwork
-
-LOGGER = utils.setup_logger(__name__)
+    from io import StringIO
+    from typing import IO
 
-_P = ParamSpec("_P")
-_T = TypeVar("_T")
+    from docker._types import JSON, ContainerWeightDevice  # only exists in docker-stubs, not at runtime
+    from docker.models.containers import _RestartPolicy
+    from docker.models.images import _ContainerLimits
+    from docker.models.networks import Network as DockerNetwork
+    from docker.types import EndpointConfig
+    from docker.types.containers import DeviceRequest, LogConfig, Ulimit
+    from docker.types.services import Mount
 
+    class _RunKwargs(TypedDict, total=False):
+        """Extra keyword arguments for :meth:`DockerClient.run`.
 
-def _wrapped_container_collection(function: Callable[_P, _T]) -> Callable[_P, _T]:
-    @ft.wraps(ContainerCollection.run)
-    def wrapper(*args: _P.args, **kwargs: _P.kwargs) -> _T:
-        return function(*args, **kwargs)
+        Mirrors the parameters of :meth:`docker.models.containers.ContainerCollection.run`
+        that are not declared explicitly on :meth:`DockerClient.run`. All fields are optional
+        (``total=False``); omitting a field lets the Docker daemon apply its default.
+        """
 
-    return wrapper
+        auto_remove: bool
+        blkio_weight_device: Optional[list[ContainerWeightDevice]]
+        blkio_weight: Optional[int]
+        cap_add: Optional[list[str]]
+        cap_drop: Optional[list[str]]
+        cgroup_parent: Optional[str]
+        cgroupns: Optional[Literal["private", "host"]]
+        cpu_count: Optional[int]
+        cpu_percent: Optional[int]
+        cpu_period: Optional[int]
+        cpu_quota: Optional[int]
+        cpu_rt_period: Optional[int]
+        cpu_rt_runtime: Optional[int]
+        cpu_shares: Optional[int]
+        cpuset_cpus: Optional[str]
+        cpuset_mems: Optional[str]
+        device_cgroup_rules: Optional[list[str]]
+        device_read_bps: Optional[list[Mapping[str, Union[str, int]]]]
+        device_read_iops: Optional[list[Mapping[str, Union[str, int]]]]
+        device_write_bps: Optional[list[Mapping[str, Union[str, int]]]]
+        device_write_iops: Optional[list[Mapping[str, Union[str, int]]]]
+        devices: Optional[list[str]]
+        device_requests: Optional[list[DeviceRequest]]
+        dns: Optional[list[str]]
+        dns_opt: Optional[list[str]]
+        dns_search: Optional[list[str]]
+        domainname: Optional[Union[str, list[str]]]
+        entrypoint: Optional[Union[str, list[str]]]
+        extra_hosts: Optional[dict[str, str]]
+        group_add: Optional[Iterable[Union[str, int]]]
+        healthcheck: Optional[dict[str, Any]]
+        hostname: Optional[str]
+        init: Optional[bool]
+        init_path: Optional[str]
+        ipc_mode: Optional[str]
+        isolation: Optional[str]
+        kernel_memory: Optional[Union[str, int]]
+        links: Optional[
+            Union[dict[str, str], dict[str, None], dict[str, Union[str, None]], Iterable[tuple[str, Union[str, None]]]]
+        ]
+        log_config: Optional[LogConfig]
+        lxc_conf: Optional[dict[str, str]]
+        mac_address: Optional[str]
+        mem_limit: Optional[Union[str, int]]
+        mem_reservation: Optional[Union[str, int]]
+        mem_swappiness: Optional[int]
+        memswap_limit: Optional[Union[str, int]]
+        mounts: Optional[list[Mount]]
+        name: Optional[str]
+        nano_cpus: Optional[int]
+        network: Optional[str]
+        network_disabled: bool
+        network_mode: Optional[str]
+        networking_config: Optional[dict[str, EndpointConfig]]
+        oom_kill_disable: bool
+        oom_score_adj: Optional[int]
+        pid_mode: Optional[str]
+        pids_limit: Optional[int]
+        platform: Optional[str]
+        privileged: bool
+        publish_all_ports: bool
+        read_only: Optional[bool]
+        restart_policy: Optional[_RestartPolicy]
+        runtime: Optional[str]
+        security_opt: Optional[list[str]]
+        shm_size: Optional[Union[str, int]]
+        stdin_open: bool
+        stop_signal: Optional[str]
+        storage_opt: Optional[dict[str, str]]
+        stream: bool
+        sysctls: Optional[dict[str, str]]
+        tmpfs: Optional[dict[str, str]]
+        tty: bool
+        ulimits: Optional[list[Ulimit]]
+        use_config_proxy: Optional[bool]
+        user: Optional[Union[str, int]]
+        userns_mode: Optional[str]
+        uts_mode: Optional[str]
+        version: Optional[str]
+        volume_driver: Optional[str]
+        volumes: Optional[Union[dict[str, dict[str, str]], list[str]]]
+        volumes_from: Optional[list[str]]
+        working_dir: Optional[str]
+
+    class _BuildKwargs(TypedDict, total=False):
+        """Extra keyword arguments for :meth:`DockerClient.build`.
+
+        Mirrors the parameters of :meth:`docker.models.images.ImageCollection.build`
+        that are not declared explicitly on :meth:`DockerClient.build`. All fields are optional;
+        """
 
+        fileobj: Union[StringIO, IO[bytes]]
+        quiet: bool
+        nocache: bool
+        timeout: int
+        custom_context: bool
+        encoding: str
+        pull: bool
+        forcerm: bool
+        dockerfile: str
+        buildargs: dict[str, Any]
+        container_limits: _ContainerLimits
+        shmsize: int
+        labels: dict[str, Any]
+        cache_from: list[str]
+        target: str
+        network_mode: str
+        squash: bool
+        extra_hosts: Union[list[str], dict[str, str]]
+        platform: str
+        isolation: str
+        use_config_proxy: bool
 
-def _wrapped_image_collection(function: Callable[_P, _T]) -> Callable[_P, _T]:
-    @ft.wraps(ImageCollection.build)
-    def wrapper(*args: _P.args, **kwargs: _P.kwargs) -> _T:
-        return function(*args, **kwargs)
 
-    return wrapper
+LOGGER = utils.setup_logger(__name__)
 
 
 class DockerClient:
@@ -64,6 +178,8 @@ class DockerClient:
     Thin wrapper around :class:`docker.DockerClient` for a more functional interface.
     """
 
+    client: docker.DockerClient
+
     def __init__(self, **kwargs: Any) -> None:
         docker_host = get_docker_host()
 
@@ -85,49 +201,94 @@ def __init__(self, **kwargs: Any) -> None:
             if auth_config := parse_docker_auth_config(docker_auth_config):
                 self.login(auth_config[0])  # Only using the first auth config)
 
-    @_wrapped_container_collection
+    @overload
     def run(
         self,
         image: str,
         command: Optional[Union[str, list[str]]] = None,
-        environment: Optional[dict[str, str]] = None,
-        ports: Optional[dict[int, Optional[int]]] = None,
+        *,
+        detach: Literal[True],
+        environment: Optional[Union[dict[str, str], list[str]]] = None,
+        ports: Optional[Mapping[str, Union[int, list[int], tuple[str, int], None]]] = None,
         labels: Optional[dict[str, str]] = None,
+        stdout: bool = True,
+        stderr: bool = False,
+        remove: bool = False,
+        **kwargs: Unpack[_RunKwargs],
+    ) -> Container: ...
+
+    @overload
+    def run(
+        self,
+        image: str,
+        command: Optional[Union[str, list[str]]] = None,
+        *,
+        detach: Literal[False] = False,
+        environment: Optional[Union[dict[str, str], list[str]]] = None,
+        ports: Optional[Mapping[str, Union[int, list[int], tuple[str, int], None]]] = None,
+        labels: Optional[dict[str, str]] = None,
+        stdout: bool = True,
+        stderr: bool = False,
+        remove: bool = False,
+        **kwargs: Unpack[_RunKwargs],
+    ) -> bytes: ...
+
+    def run(
+        self,
+        image: str,
+        command: Optional[Union[str, list[str]]] = None,
+        *,
         detach: bool = False,
+        environment: Optional[Union[dict[str, str], list[str]]] = None,
+        ports: Optional[Mapping[str, Union[int, list[int], tuple[str, int], None]]] = None,
+        labels: Optional[dict[str, str]] = None,
         stdout: bool = True,
         stderr: bool = False,
         remove: bool = False,
-        **kwargs: Any,
-    ) -> Container:
+        **kwargs: Unpack[_RunKwargs],
+    ) -> Union[Container, bytes]:
         # If the user has specified a network, we'll assume the user knows best
         if "network" not in kwargs and not get_docker_host():
             # Otherwise we'll try to find the docker host for dind usage.
             host_network = self.find_host_network()
             if host_network:
                 kwargs["network"] = host_network
-        container = self.client.containers.run(
-            image,
-            command=command,
-            stdout=stdout,
-            stderr=stderr,
-            remove=remove,
-            detach=detach,
-            environment=environment,
-            ports=ports,
-            labels=create_labels(image, labels),
-            **kwargs,
-        )
-        return container
+        if detach:
+            return self.client.containers.run(
+                image,
+                command=command,
+                stdout=stdout,
+                stderr=stderr,
+                remove=remove,
+                detach=True,
+                environment=environment,
+                ports=ports,
+                labels=create_labels(image, labels),
+                **kwargs,
+            )
+        else:
+            return self.client.containers.run(
+                image,
+                command=command,
+                stdout=stdout,
+                stderr=stderr,
+                remove=remove,
+                detach=False,
+                environment=environment,
+                ports=ports,
+                labels=create_labels(image, labels),
+                **kwargs,
+            )
 
-    @_wrapped_container_collection
     def create(
         self,
         image: str,
         command: Optional[Union[str, list[str]]] = None,
         environment: Optional[dict[str, str]] = None,
-        ports: Optional[dict[int, Optional[int]]] = None,
+        ports: Optional[Mapping[str, Union[int, list[int], tuple[str, int], None]]] = None,
         labels: Optional[dict[str, str]] = None,
-        **kwargs: Any,
+        detach: bool = False,
+        **kwargs: Unpack[_RunKwargs],
     ) -> Container:
         """Create a container without starting it, pulling the image first if not present locally."""
         if "network" not in kwargs and not get_docker_host():
@@ -147,19 +308,18 @@ def create(
             environment=environment,
             ports=ports,
             labels=create_labels(image, labels),
+            detach=detach,
             **kwargs,
         )
         return container
 
-    @_wrapped_container_collection
     def start(self, container: Container) -> None:
         """Start a previously created container."""
         container.start()
 
-    @_wrapped_image_collection
     def build(
-        self, path: str, tag: Optional[str], rm: bool = True, **kwargs: Any
-    ) -> tuple[Image, Iterable[dict[str, Any]]]:
+        self, path: str, tag: Optional[str] = None, rm: bool = True, **kwargs: Unpack[_BuildKwargs]
+    ) -> tuple[Image, Iterator[JSON]]:
         """
         Build a Docker image from a directory containing the Dockerfile.
 
@@ -345,7 +505,7 @@ def _get_docker_host_from_context() -> Optional[str]:
     # docker-py fall back to its own defaults in that case.
     if not host or context.Name == "default":
         return None
-    return cast("str", host)
+    return host
 
 
 def get_docker_host_hostname() -> Optional[str]:
@@ -366,7 +526,7 @@ def is_ssh_docker_host() -> bool:
     return get_docker_host_hostname() is not None
 
 
-@ft.lru_cache(maxsize=1)
+@functools.lru_cache(maxsize=1)
 def is_podman() -> bool:
     """Detect whether the configured Docker daemon is actually Podman.
 
diff --git a/src/testcontainers/core/image.py b/src/testcontainers/core/image.py
index f4e6132d5..4654694ab 100644
--- a/src/testcontainers/core/image.py
+++ b/src/testcontainers/core/image.py
@@ -1,6 +1,8 @@
+from __future__ import annotations
+
 from os import PathLike
 from types import TracebackType
-from typing import TYPE_CHECKING, Any, Optional, Union
+from typing import TYPE_CHECKING, Any, Iterator, Optional, Union, cast
 
 import docker.errors
 from typing_extensions import Self
@@ -11,6 +13,7 @@
 if TYPE_CHECKING:
     from collections.abc import Iterable
 
+    from docker._types import JSON  # only exists in docker-stubs, not at runtime
     from docker.models.images import Image
 
 logger = setup_logger(__name__)
@@ -42,7 +45,7 @@ def __init__(
         docker_client_kw: Optional[dict[str, Any]] = None,
         tag: Optional[str] = None,
         clean_up: bool = True,
-        dockerfile_path: Union[str, PathLike[str]] = "Dockerfile",
+        dockerfile_path: str = "Dockerfile",
         no_cache: bool = False,
         **kwargs: Any,
     ) -> None:
@@ -52,7 +55,7 @@ def __init__(
         self.clean_up = clean_up
         self._kwargs = kwargs
         self._image: Optional[Image] = None
-        self._logs: Optional[Iterable[dict[str, Any]]] = None
+        self._logs: Iterator[JSON] | None = None
         self._dockerfile_path = dockerfile_path
         self._no_cache = no_cache
 
@@ -104,14 +107,14 @@ def __exit__(
     ) -> None:
         self.remove()
 
-    def get_wrapped_image(self) -> "Image":
+    def get_wrapped_image(self) -> Image:
         assert self._image is not None
         return self._image
 
     def get_docker_client(self) -> DockerClient:
         return self._docker
 
-    def get_logs(self) -> list[dict[str, Any]]:
+    def get_logs(self) -> list[JSON]:
         logs = self._logs
         if logs is None:
             return []
diff --git a/src/testcontainers/core/network.py b/src/testcontainers/core/network.py
index f602a6eaa..167562069 100644
--- a/src/testcontainers/core/network.py
+++ b/src/testcontainers/core/network.py
@@ -27,7 +27,7 @@ class Network:
 
     def __init__(
         self, docker_client_kw: Optional[dict[str, Any]] = None, docker_network_kw: Optional[dict[str, Any]] = None
-    ):
+    ) -> None:
         self.name = str(uuid.uuid4())
         self._docker = DockerClient(**(docker_client_kw or {}))
         self._docker_network_kw = docker_network_kw or {}
diff --git a/src/testcontainers/core/wait_strategies.py b/src/testcontainers/core/wait_strategies.py
index f2c2d4778..3b5975fdf 100644
--- a/src/testcontainers/core/wait_strategies.py
+++ b/src/testcontainers/core/wait_strategies.py
@@ -35,7 +35,7 @@
 import time
 from datetime import timedelta
 from pathlib import Path
-from typing import TYPE_CHECKING, Any, Callable, Optional, Union, cast
+from typing import TYPE_CHECKING, Any, Callable, Optional, Union
 from urllib.error import HTTPError, URLError
 from urllib.request import Request, urlopen
 
@@ -699,7 +699,7 @@ def _get_status_tc_container(container: "DockerContainer") -> str:
         logger.debug("fetching status of container %s", container)
         wrapped = container.get_wrapped_container()
         wrapped.reload()
-        return cast("str", wrapped.status)
+        return wrapped.status
 
     @staticmethod
     def _get_status_compose_container(container: DockerCompose) -> str:
diff --git a/src/testcontainers/core/waiting_utils.py b/src/testcontainers/core/waiting_utils.py
index 4b1b3de5a..c6241bb48 100644
--- a/src/testcontainers/core/waiting_utils.py
+++ b/src/testcontainers/core/waiting_utils.py
@@ -161,7 +161,7 @@ def check_http(container):
     )
 
     class LegacyWaitStrategy(WaitStrategy):
-        def __init__(self, func: Callable[..., Any], instance: Any, args: tuple[Any], kwargs: dict[str, Any]):
+        def __init__(self, func: Callable[..., Any], instance: Any, args: tuple[Any], kwargs: dict[str, Any]) -> None:
             super().__init__()
             self.func = func
             self.instance = instance
diff --git a/src/testcontainers/community/mailpit/py.typed b/src/testcontainers/py.typed
similarity index 100%
rename from src/testcontainers/community/mailpit/py.typed
rename to src/testcontainers/py.typed
diff --git a/tests/community/generic/test_server.py b/tests/community/generic/test_server.py
index 81f4e1dd1..66f0073e2 100644
--- a/tests/community/generic/test_server.py
+++ b/tests/community/generic/test_server.py
@@ -28,7 +28,7 @@ def test_server_container(test_image_tag: Optional[str], test_image_cleanup: boo
         image_build_logs = docker_image.get_logs()
         # check if dict is in any of the logs
         assert {"stream": f"Step 2/3 : EXPOSE {port}"} in image_build_logs, "Image logs mismatch"
-        assert (port, None) in srv.ports.items(), "Port mismatch"
+        assert (str(port), None) in srv.ports.items(), "Port mismatch"
         with pytest.raises(NotImplementedError):
             srv.get_api_url()
         test_url = srv._create_connection_url()
diff --git a/tests/core/test_container.py b/tests/core/test_container.py
index aa2f66c9b..3b08779a6 100644
--- a/tests/core/test_container.py
+++ b/tests/core/test_container.py
@@ -89,7 +89,7 @@ def test_get_exposed_port_original(container: DockerContainer, monkeypatch: pyte
         ("command", "ps", "_command", "ps"),
         ("env", {"e1": "v1"}, "env", {"e1": "v1"}),
         ("name", "foo-bar", "_name", "foo-bar"),
-        ("ports", [22, 80], "ports", {22: None, 80: None}),
+        ("ports", [22, 80], "ports", {"22": None, "80": None}),
         (
             "volumes",
             [("/tmp", "/tmp2", "ro")],
diff --git a/tests/core/test_core.py b/tests/core/test_core.py
index 9312b0bca..3ae86ddf2 100644
--- a/tests/core/test_core.py
+++ b/tests/core/test_core.py
@@ -39,7 +39,9 @@ def test_docker_container_with_env_file():
         container = DockerContainer("alpine").with_command("tail -f /dev/null")  # Keep the container running
         container.with_env_file(env_file_path)  # Load the environment variables from the file
         with container:
-            output = container.exec("env").output.decode("utf-8").strip()
+            exec_output = container.exec("env").output
+            assert isinstance(exec_output, bytes)
+            output = exec_output.decode("utf-8").strip()
             assert "TEST_ENV_VAR=hello" in output
             assert "NUMBER=123" in output
             assert "DOMAIN=example.org" in output
diff --git a/tests/core/test_core_ports.py b/tests/core/test_core_ports.py
index e22ad6108..b72075d7d 100644
--- a/tests/core/test_core_ports.py
+++ b/tests/core/test_core_ports.py
@@ -8,35 +8,23 @@
 
 
 @pytest.mark.parametrize(
-    "container_port, host_port",
+    "container_port, host_port, expected_container_port",
     [
-        ("8080", "8080"),
-        pytest.param(
-            "8125/udp",
-            "8125/udp",
-            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
-        ),
-        pytest.param(
-            "8092/udp",
-            "8092/udp",
-            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
-        ),
-        pytest.param(
-            "9000/tcp",
-            "9000/tcp",
-            marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port"),
-        ),
-        pytest.param(
-            "8080", "8080/udp", marks=pytest.mark.skipif(is_podman(), reason="Podman rejects protocol in host_port")
-        ),
-        (8080, 8080),
-        (9000, None),
-        ("9009", None),
-        ("9000", ""),
-        ("9000/udp", ""),
+        ("8080", "8080", "8080/tcp"),
+        ("8125/udp", "8125/udp", "8125/udp"),
+        ("8092/udp", "8092/udp", "8092/udp"),
+        ("9000/tcp", "9000/tcp", "9000/tcp"),
+        ("8080", "8080/udp", "8080/udp"),
+        (8080, 8080, "8080/tcp"),
+        (9000, None, "9000/tcp"),
+        ("9009", None, "9009/tcp"),
+        ("9000", "", "9000/tcp"),
+        ("9000/udp", "", "9000/udp"),
     ],
 )
-def test_docker_container_with_bind_ports(container_port: Union[str, int], host_port: Optional[Union[str, int]]):
+def test_docker_container_with_bind_ports(
+    container_port: Union[str, int], host_port: Optional[Union[str, int]], expected_container_port: str
+):
     container = DockerContainer("alpine:latest")
     container.with_bind_ports(container_port, host_port)
     container.start()
@@ -45,17 +33,13 @@ def test_docker_container_with_bind_ports(container_port: Union[str, int], host_
     c_c = container._container
     assert c_c
     container_id = c_c.id
+    assert container_id is not None
     client = c_c.client
+    assert client is not None
 
     # assemble expected output to compare to container API
-    container_port = str(container_port)
     host_port = str(host_port or "")
-
-    # if the port protocol is not specified, it will default to tcp
-    if "/" not in container_port:
-        container_port += "/tcp"
-
-    expected = {container_port: [{"HostIp": "", "HostPort": host_port}]}
+    expected = {expected_container_port: [{"HostIp": "", "HostPort": host_port.partition("/")[0]}]}
 
     # compare PortBindings to expected output
     actual = client.containers.get(container_id).attrs["HostConfig"]["PortBindings"]
@@ -81,6 +65,7 @@ def test_docker_container_with_bind_ports(container_port: Union[str, int], host_
         (0, 0),
         (-1, 8080),
         (None, 8080),
+        ("8080/tcp", "8080/udp"),
     ],
 )
 def test_error_docker_container_with_bind_ports(container_port: Union[str, int], host_port: Optional[Union[str, int]]):
@@ -110,7 +95,9 @@ def test_docker_container_with_exposed_ports(ports: tuple[Union[str, int], ...],
     c_c = container._container
     assert c_c
     container_id = c_c.id
+    assert container_id is not None
     client = c_c.client
+    assert client is not None
     assert client.containers.get(container_id).attrs["Config"]["ExposedPorts"] == expected
     container.stop()
 
diff --git a/tests/core/test_docker_client.py b/tests/core/test_docker_client.py
index 6cea5b50b..34b449a9b 100644
--- a/tests/core/test_docker_client.py
+++ b/tests/core/test_docker_client.py
@@ -224,7 +224,7 @@ def test_find_host_network_found_by_docker_host(monkeypatch: pytest.MonkeyPatch)
     client = DockerClient()
     monkeypatch.setattr(client, "host", lambda: "172.22.0.1")
 
-    networks = [
+    networks: list[dict[str, Any]] = [
         # a network without IPAM
         {"Name": "host"},
         # network with invalid subnet
@@ -291,9 +291,9 @@ class ContainerRunFake:
         def __init__(self) -> None:
             self.calls: list[dict[str, Any]] = []
 
-        def run(self, image: str, **kwargs: Any) -> str:
+        def run(self, image: str, **kwargs: Any) -> bytes:
             self.calls.append(kwargs)
-            return "CONTAINER"
+            return b"CONTAINER"
 
     class FakeClient:
         def __init__(self) -> None:
@@ -304,7 +304,7 @@ def __init__(self) -> None:
     monkeypatch.setattr(client, "find_host_network", lambda: "new_bridge_network")
     monkeypatch.setattr(client, "client", fake_client)
 
-    assert client.run("test") == "CONTAINER"
+    assert client.run("test") == b"CONTAINER"
 
     assert fake_client.containers.calls[0]["network"] == "new_bridge_network"
 
diff --git a/tests/core/test_docker_in_docker.py b/tests/core/test_docker_in_docker.py
index be9703621..992d53ae1 100644
--- a/tests/core/test_docker_in_docker.py
+++ b/tests/core/test_docker_in_docker.py
@@ -40,6 +40,7 @@
 def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
     # get ip address for DOCKER_HOST
     # avoiding DockerContainer class here to prevent code changes affecting the test
+    assert dind.id is not None
     docker_host_ip = client.bridge_ip(dind.id)
     # Wait for startup
     timeout = 10
@@ -116,9 +117,11 @@ def test_dind_inherits_network():
     ) as container:
         assert container.get_container_host_ip() == docker_host_ip
         # Check the gateways are the same, so they can talk to each other
-        assert container.get_docker_client().gateway_ip(container.get_wrapped_container().id) == client.gateway_ip(
-            not_really_dind.id
-        )
+        wrapped_id = container.get_wrapped_container().id
+        assert wrapped_id is not None
+        dind_id = not_really_dind.id
+        assert dind_id is not None
+        assert container.get_docker_client().gateway_ip(wrapped_id) == client.gateway_ip(dind_id)
         wait_for_logs(container, "Hello from Docker!")
         stdout, stderr = container.get_logs()
         assert stdout, "There should be something on stdout"
diff --git a/tests/core/test_image.py b/tests/core/test_image.py
index 61534b885..3a4e51f9b 100644
--- a/tests/core/test_image.py
+++ b/tests/core/test_image.py
@@ -30,7 +30,13 @@ def test_docker_image(test_image_tag: Optional[str], test_cleanup: bool, check_f
             assert image.get_wrapped_image() is not None
             logs = image.get_logs()
             assert isinstance(logs, list), "Logs should be a list"
-            streams = [entry.get("stream", "").strip() for entry in logs]
+            streams = []
+            for entry in logs:
+                if isinstance(entry, dict):
+                    stream = entry.get("stream", "")
+                    if isinstance(stream, str):
+                        streams.append(stream)
+
             assert any(s.upper().startswith("STEP 1/2") and "FROM ALPINE:LATEST" in s.upper() for s in streams)
             assert any(s.upper().startswith("STEP 2/2") and random_string in s for s in streams), (
                 f"Expected step 2 with '{random_string}' in logs: {streams}"
@@ -38,6 +44,7 @@ def test_docker_image(test_image_tag: Optional[str], test_cleanup: bool, check_f
             with DockerContainer(str(image)) as container:
                 c_c = container._container
                 assert c_c
+                assert c_c.image is not None
                 assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == ((random_string + "\n").encode(), b""), "Container logs mismatch"
 
@@ -70,6 +77,7 @@ def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path
             with DockerContainer(str(image)) as container:
                 c_c = container._container
                 assert c_c
+                assert c_c.image is not None
                 assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == (("Hello world!\n").encode(), b""), "Container logs mismatch"
 
@@ -93,5 +101,6 @@ def test_docker_image_with_kwargs():
             with DockerContainer(str(image)) as container:
                 c_c = container._container
                 assert c_c
+                assert c_c.image is not None
                 assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
                 assert container.get_logs() == (("new_arg\n").encode(), b""), "Container logs mismatch"
diff --git a/tests/core/test_network.py b/tests/core/test_network.py
index ecddec84b..0af690dcf 100644
--- a/tests/core/test_network.py
+++ b/tests/core/test_network.py
@@ -39,6 +39,7 @@ def test_network_create_errors():
     with pytest.raises(docker.errors.APIError) as excinfo:
         network.create()
 
+    assert excinfo.value.response is not None
     assert excinfo.value.response.status_code == HTTPStatus.CONFLICT
     excinfo.match(f"network.*{network.name}.*already exists")
     network.remove()
@@ -82,6 +83,7 @@ def assert_can_ping(container: DockerContainer, remote_name: str):
 def assert_can_request(container: DockerContainer, remote_name: str):
     status, output = container.exec(f"wget -qO- http://{remote_name}")
     assert status == 0
+    assert isinstance(output, bytes)
     assert "Welcome to nginx!" in output.decode()
 
 
@@ -89,7 +91,10 @@ def test_network_has_labels():
     network = Network()
     try:
         network.create()
-        network = network._docker.client.networks.get(network_id=network.id)
-        assert LABEL_SESSION_ID in network.attrs.get("Labels")
+        assert network.id is not None
+        docker_network = network._docker.client.networks.get(network_id=network.id)
+        labels = docker_network.attrs.get("Labels")
+        assert labels is not None
+        assert LABEL_SESSION_ID in labels
     finally:
         network.remove()
diff --git a/tests/core/test_utils.py b/tests/core/test_utils.py
index e811ee396..4179242a3 100644
--- a/tests/core/test_utils.py
+++ b/tests/core/test_utils.py
@@ -3,7 +3,7 @@
 import pytest
 from pytest import MonkeyPatch, raises, mark
 
-from testcontainers.core import utils
+import testcontainers.core.utils as utils
 
 
 def test_setup_logger() -> None:
diff --git a/uv.lock b/uv.lock
index 95d777bea..e01ce500f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -513,6 +513,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/1e/27b67ee4d10cc755aa9a35d45aa476d7bb2366c4dea91b0db94fa0fe27bd/boto3-1.43.23-py3-none-any.whl", hash = "sha256:8afc058924ef8a5c62467fe2e1e2e0304c22018587a044714da89f9c602ba856", size = 140536, upload-time = "2026-06-04T19:39:34.657Z" },
 ]
 
+[[package]]
+name = "boto3-stubs-lite"
+version = "1.43.21"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore-stubs" },
+    { name = "types-s3transfer" },
+    { name = "typing-extensions", marker = "python_full_version < '3.12'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/92/7b/1fd2c45f0f62f20e293f6ef1a863c7da63cef4572fa7417cc22512bf427b/boto3_stubs_lite-1.43.21.tar.gz", hash = "sha256:c42813b79c5528d6f94fde9e09917c317f2be1ad1e9858b8af57e88baaf28150", size = 73978, upload-time = "2026-06-03T10:08:59.931Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ee/39/6aeb3e46c9877184c9fd72cc05af56043f57bfe9264caa04be2b3c72b917/boto3_stubs_lite-1.43.21-py3-none-any.whl", hash = "sha256:7106bf04a60d4ec31710683893b88e12796722ee7d059544ff3b39e96f89a88c", size = 43235, upload-time = "2026-06-03T10:08:56.804Z" },
+]
+
+[package.optional-dependencies]
+boto3 = [
+    { name = "boto3" },
+]
+
 [[package]]
 name = "botocore"
 version = "1.43.23"
@@ -527,6 +546,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/08/0e/63e4720c6fe6dab278faf9f09b59c377e49a9f9a1afaec2c69dc2e7b9de2/botocore-1.43.23-py3-none-any.whl", hash = "sha256:69ff3d951cb644d1d84db646663c7eb919dc9c0c47e5768e947c8a71121b3d77", size = 15147962, upload-time = "2026-06-04T19:39:22.141Z" },
 ]
 
+[[package]]
+name = "botocore-stubs"
+version = "1.43.14"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "types-awscrt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7f/81/79693e833291c00dc89ee610e5e915381b6f08233912e28df50106840780/botocore_stubs-1.43.14.tar.gz", hash = "sha256:9e3bc1fdd51da7473f0df726c82747a1b0ae913449d629659765c247fecc2039", size = 42738, upload-time = "2026-05-25T06:06:37.484Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/89/ca/f017727b11895908c5dedc829cf2ec35e0c4b2a26ba875db325fef2cefdf/botocore_stubs-1.43.14-py3-none-any.whl", hash = "sha256:fb98f1475c92fd718644e786b5c543a20f1b1f610e89e0a7191c3f1f429c75aa", size = 67093, upload-time = "2026-05-25T06:06:34.532Z" },
+]
+
 [[package]]
 name = "bracex"
 version = "2.6"
@@ -5496,7 +5527,7 @@ weaviate = [
 dev = [
     { name = "anyio" },
     { name = "boto3-stubs-lite", extra = ["boto3"] },
-    { name = "cassandra-driver", marker = "python_full_version < '3.14'" },
+    { name = "cassandra-driver" },
     { name = "hvac", marker = "python_full_version < '4'" },
     { name = "kafka-python-ng" },
     { name = "mkdocs" },
@@ -5525,6 +5556,7 @@ dev = [
     { name = "sqlalchemy-cockroachdb" },
     { name = "tomli" },
     { name = "twine" },
+    { name = "types-docker" },
     { name = "types-paramiko" },
 ]
 docs = [
@@ -5538,9 +5570,11 @@ docs = [
     { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
 ]
 lint = [
+    { name = "boto3-stubs-lite", extra = ["boto3"] },
     { name = "mypy" },
     { name = "pre-commit" },
     { name = "ruff" },
+    { name = "types-docker" },
     { name = "types-paramiko" },
 ]
 test = [
@@ -5624,7 +5658,7 @@ provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cos
 dev = [
     { name = "anyio", specifier = ">=4" },
     { name = "boto3-stubs-lite", extras = ["boto3"] },
-    { name = "cassandra-driver", marker = "python_full_version < '3.14'", specifier = ">=3" },
+    { name = "cassandra-driver", specifier = ">=3.30" },
     { name = "hvac", marker = "python_full_version < '4'", specifier = ">=2" },
     { name = "kafka-python-ng", specifier = ">=2" },
     { name = "mkdocs", specifier = ">=1.5.3,<2.0.0" },
@@ -5652,6 +5686,7 @@ dev = [
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "tomli" },
     { name = "twine", specifier = ">=6.2.0" },
+    { name = "types-docker", specifier = ">=7.1.0.20260518" },
     { name = "types-paramiko", specifier = ">=4" },
 ]
 docs = [
@@ -5664,9 +5699,11 @@ docs = [
     { name = "sphinx", marker = "python_full_version >= '3.11'", specifier = ">=9" },
 ]
 lint = [
+    { name = "boto3-stubs-lite", extras = ["boto3"] },
     { name = "mypy", specifier = ">=1" },
     { name = "pre-commit", specifier = ">=4" },
     { name = "ruff" },
+    { name = "types-docker", specifier = ">=7.1.0.20260518" },
     { name = "types-paramiko", specifier = ">=4" },
 ]
 test = [
@@ -5816,6 +5853,29 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/7a/882d99539b19b1490cac5d77c67338d126e4122c8276bf640e411650c830/twine-6.2.0-py3-none-any.whl", hash = "sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8", size = 42727, upload-time = "2025-09-04T15:43:15.994Z" },
 ]
 
+[[package]]
+name = "types-awscrt"
+version = "0.33.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e2/e3/40e8148a07a3c1c6fb151eddcfdd94083560e759e954b1f5a67ca0b36bcf/types_awscrt-0.33.0.tar.gz", hash = "sha256:803bc7e7e2f6172a0abd71df6593368f82fc23127ca15d287f360e9fcbd3a977", size = 19038, upload-time = "2026-05-25T06:56:04.027Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/a6/704fbf052edf2497d09292e5f9555b400594924f1154d6c86f2173c2fc11/types_awscrt-0.33.0-py3-none-any.whl", hash = "sha256:95adb57388e1cacc6e7e96fb7ddc735e60096a6151930640bdbe496d9400493a", size = 45687, upload-time = "2026-05-25T06:56:02.549Z" },
+]
+
+[[package]]
+name = "types-docker"
+version = "7.1.0.20260518"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "types-paramiko" },
+    { name = "types-requests" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/dc/71/ee4bd2b713f0b3b0cecc48fd13952b244f187c3b68cfa0408360f102fde8/types_docker-7.1.0.20260518.tar.gz", hash = "sha256:d194c4b82a4110fc58c84af05a5d9de6d3e54f94357ff745d01b5dca12c8eaaa", size = 33868, upload-time = "2026-05-18T06:08:19.78Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1f/1d/1d174b6f94afe0de50189de0a9dfd4531d2f8170e6dd9ef68ab616aa770b/types_docker-7.1.0.20260518-py3-none-any.whl", hash = "sha256:59893937816bfe40eb2915c84b31c3131107537500287c47d4a10dd7a9d59deb", size = 48183, upload-time = "2026-05-18T06:08:18.89Z" },
+]
+
 [[package]]
 name = "types-paramiko"
 version = "4.0.0.20260518"
@@ -5828,6 +5888,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/44/a2/1a54b77758c9c175526bd0448de353f0563e71ba1ddc8bd4ac0c835deafd/types_paramiko-4.0.0.20260518-py3-none-any.whl", hash = "sha256:0ffaf1a6eb796833a49653cba4c7be13af51c8269d75234972d6239763dda270", size = 38791, upload-time = "2026-05-18T06:06:35.771Z" },
 ]
 
+[[package]]
+name = "types-requests"
+version = "2.33.0.20260518"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e0/01/c5a19253fe1ac159159ddf9a3a07cec8bb5e486ec4d9002ad2821da0e5d2/types_requests-2.33.0.20260518.tar.gz", hash = "sha256:df7bd3bfe0ca8402dfb841e7d9be714bb5578203283d66d7dc4ef69343449a5e", size = 24752, upload-time = "2026-05-18T06:07:37.966Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1c/bc/b139710a3b6018f7fb2b9508b35c8af564e61bf2bf4fa619d088f3e16f85/types_requests-2.33.0.20260518-py3-none-any.whl", hash = "sha256:626d697d1adaaff76e2044dc8c5c051d8f21abc157bdfe204a75558076fe0bf0", size = 21391, upload-time = "2026-05-18T06:07:37.044Z" },
+]
+
+[[package]]
+name = "types-s3transfer"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fe/64/42689150509eb3e6e82b33ee3d89045de1592488842ddf23c56957786d05/types_s3transfer-0.16.0.tar.gz", hash = "sha256:b4636472024c5e2b62278c5b759661efeb52a81851cde5f092f24100b1ecb443", size = 13557, upload-time = "2025-12-08T08:13:09.928Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/98/27/e88220fe6274eccd3bdf95d9382918716d312f6f6cef6a46332d1ee2feff/types_s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:1c0cd111ecf6e21437cb410f5cddb631bfb2263b77ad973e79b9c6d0cb24e0ef", size = 19247, upload-time = "2025-12-08T08:13:08.426Z" },
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"

From 01dbd16816852d254bbc2e1c7aafce12738814e7 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 22:51:50 +0200
Subject: [PATCH 148/208] fix(ruff): add **/*_example.py to per-file-ignores
 for T201

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 87e9ee298..aa7dd18db 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -254,6 +254,7 @@ ignore = [
 
 [tool.ruff.lint.per-file-ignores]
 "**/example_*.py" = ["T201"]
+"**/*_example.py" = ["T201"]
 "**/examples/*.py" = ["T201"]
 
 [tool.ruff.lint.pyupgrade]

From 38089b06ac0ed69804807992c26fff6a03528b14 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Thu, 4 Jun 2026 01:47:20 +0200
Subject: [PATCH 149/208] fix(aws): wrong path of test

---
 tests/community/aws/test_aws.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/community/aws/test_aws.py b/tests/community/aws/test_aws.py
index c403f5129..296c977b6 100644
--- a/tests/community/aws/test_aws.py
+++ b/tests/community/aws/test_aws.py
@@ -7,8 +7,9 @@
 from testcontainers.core.image import DockerImage
 from testcontainers.community.aws import AWSLambdaContainer
 from testcontainers.community.aws.aws_lambda import RIE_PATH
+from pathlib import Path
 
-DOCKER_FILE_PATH = "./modules/aws/tests/lambda_sample"
+DOCKER_FILE_PATH = Path(__file__).parent / "lambda_sample"
 IMAGE_TAG = "lambda:test"
 
 

From 6336d25715a96a5d78725c98b48502a6bfa9446b Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Fri, 5 Jun 2026 15:49:02 +0200
Subject: [PATCH 150/208] chore(lint): Fix linting errors, re-activate ruff on
 tests

We want autoformat and the https://docs.astral.sh/ruff/rules/#flake8-pytest-style-pt  checks for tests.
If some rules are annyoing, just disable them with per-file-ignores.
Also ruff is very conservative in it's fixes. so just keep the defaults
---
 docs/modules/trino_example.py                 |  3 +-
 pyproject.toml                                | 17 +++++-
 .../community/cosmosdb/_emulator.py           |  4 +-
 src/testcontainers/core/container.py          |  3 +-
 src/testcontainers/core/docker_client.py      |  4 +-
 src/testcontainers/core/image.py              |  6 +-
 tests/community/arangodb/test_arangodb.py     |  3 +-
 tests/community/aws/test_aws.py               | 14 ++---
 .../network_container/netowrk_container.py    |  3 +-
 tests/community/azurite/test_azurite.py       |  5 +-
 tests/community/chroma/test_chroma.py         |  3 +-
 .../cosmosdb/test_cosmosdb_emulator.py        |  1 -
 .../cosmosdb/test_cosmosdb_mongodb.py         |  1 +
 .../community/cosmosdb/test_cosmosdb_nosql.py |  1 -
 tests/community/db2/test_db2.py               |  4 +-
 tests/community/generic/conftest.py           |  4 +-
 .../generic/samples/advance_1/app/main.py     |  3 +-
 tests/community/generic/test_server.py        |  7 ++-
 tests/community/generic/test_sql.py           |  7 ++-
 tests/community/google/test_google.py         |  3 +-
 tests/community/influxdb/test_influxdb.py     | 15 +++--
 tests/community/kafka/test_kafka.py           |  2 +-
 tests/community/kafka/test_redpanda.py        |  6 +-
 tests/community/keycloak/test_keycloak.py     |  1 +
 tests/community/mailpit/test_mailpit.py       |  2 +-
 tests/community/memcached/test_memcached.py   |  4 +-
 tests/community/milvus/test_milvus.py         |  3 +-
 tests/community/mongodb/test_mongodb.py       |  5 +-
 tests/community/mssql/test_mssql.py           |  2 +-
 tests/community/mysql/test_mysql.py           |  6 +-
 tests/community/nats/test_nats.py             |  7 ++-
 tests/community/nats/test_nats_jetstream.py   |  5 +-
 tests/community/ollama/test_ollama.py         |  1 +
 tests/community/openfga/test_openfga.py       |  4 +-
 tests/community/opensearch/test_opensearch.py |  4 +-
 tests/community/oracle-free/test_oracle.py    | 14 ++---
 tests/community/qdrant/test_qdrant.py         |  7 ++-
 tests/community/rabbitmq/test_rabbitmq.py     | 10 ++--
 tests/community/redis/test_redis.py           |  3 +-
 tests/community/registry/test_registry.py     |  2 +-
 tests/community/selenium/test_selenium.py     |  2 +-
 tests/community/trino/test_trino.py           |  3 +-
 tests/community/vault/test_vault.py           |  1 +
 tests/community/weaviate/test_weaviate.py     |  3 +-
 tests/core/_local_registry_container.py       |  2 +-
 tests/core/conftest.py                        |  7 ++-
 tests/core/test_auth.py                       |  3 +-
 tests/core/test_compose.py                    | 14 ++---
 tests/core/test_config.py                     | 57 +++++++++----------
 tests/core/test_container.py                  |  5 +-
 tests/core/test_core.py                       |  2 +-
 tests/core/test_core_ports.py                 |  6 +-
 tests/core/test_core_registry.py              |  7 ++-
 tests/core/test_docker_client.py              | 16 +++---
 tests/core/test_docker_in_docker.py           | 18 +++---
 tests/core/test_image.py                      | 16 +++---
 tests/core/test_inspect.py                    |  1 -
 tests/core/test_labels.py                     |  7 ++-
 tests/core/test_network.py                    |  9 +--
 tests/core/test_protocol_compliance.py        |  7 +--
 tests/core/test_ryuk.py                       | 12 ++--
 tests/core/test_socat.py                      |  2 +-
 tests/core/test_transferable.py               |  8 +--
 tests/core/test_utils.py                      | 19 ++++---
 tests/core/test_wait_strategies.py            | 12 ++--
 .../core/test_wait_strategies_integration.py  |  7 +--
 tests/core/test_waiting_utils.py              |  2 +-
 67 files changed, 232 insertions(+), 215 deletions(-)

diff --git a/docs/modules/trino_example.py b/docs/modules/trino_example.py
index 3174a8260..b2466ca23 100644
--- a/docs/modules/trino_example.py
+++ b/docs/modules/trino_example.py
@@ -1,7 +1,8 @@
 import trino
-from testcontainers.community.trino import TrinoContainer
 from trino.exceptions import TrinoQueryError
 
+from testcontainers.community.trino import TrinoContainer
+
 
 def basic_example():
     with TrinoContainer() as trino_container:
diff --git a/pyproject.toml b/pyproject.toml
index aa7dd18db..c01cc96a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -224,8 +224,6 @@ line-length = 120
 fix = true
 
 [tool.ruff.lint]
-fixable = ["I"]
-exclude = ["**/tests/**/*.py"]
 select = [
   "YTT",
   "B",
@@ -248,14 +246,24 @@ select = [
 ]
 ignore = [
   "E501",
-  "INP001",
   "A004",
+  "PT011",# there are a lof broad exception catches, fix later
+  "PT012", # multiple statements in pytest.raises are okay
+  "PT030", # also broad Depecration Warnings are okay
+  "TC001","TC002","TC003" # performance effect of type-like imports is minimal
 ]
 
 [tool.ruff.lint.per-file-ignores]
 "**/example_*.py" = ["T201"]
 "**/*_example.py" = ["T201"]
 "**/examples/*.py" = ["T201"]
+"tests/**" = [
+  "SIM", # we don't need simple code in tests
+  "T201", # prints are okay in tests
+  "T203",# pprint is okay in tests
+  "B017",# assert Exception is okay in tests
+  "RUF059",  # unused unpacked variables are okay in tests
+]
 
 [tool.ruff.lint.pyupgrade]
 keep-runtime-typing = true
@@ -263,6 +271,9 @@ keep-runtime-typing = true
 [tool.ruff.lint.flake8-type-checking]
 strict = true
 
+[tool.ruff.lint.flake8-pytest-style]
+parametrize-names-type = "csv"
+
 [tool.mypy]
 python_version = "3.10"
 namespace_packages = true
diff --git a/src/testcontainers/community/cosmosdb/_emulator.py b/src/testcontainers/community/cosmosdb/_emulator.py
index ffc79cf73..aed3fda37 100644
--- a/src/testcontainers/community/cosmosdb/_emulator.py
+++ b/src/testcontainers/community/cosmosdb/_emulator.py
@@ -32,7 +32,9 @@ def __init__(
             "AZURE_COSMOS_EMULATOR_IMAGE", "mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:latest"
         ),
         partition_count: int = os.getenv("AZURE_COSMOS_EMULATOR_PARTITION_COUNT", None),
-        enable_data_persistence: bool = os.getenv("AZURE_COSMOS_EMULATOR_ENABLE_DATA_PERSISTENCE", "false").strip().lower() in _ENV_TRUTHY,
+        enable_data_persistence: bool = (
+            os.getenv("AZURE_COSMOS_EMULATOR_ENABLE_DATA_PERSISTENCE", "false").strip().lower() in _ENV_TRUTHY
+        ),
         key: str = os.getenv(
             "AZURE_COSMOS_EMULATOR_KEY",
             "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==",
diff --git a/src/testcontainers/core/container.py b/src/testcontainers/core/container.py
index a4330a5f2..361d1776a 100644
--- a/src/testcontainers/core/container.py
+++ b/src/testcontainers/core/container.py
@@ -4,11 +4,10 @@
 import pathlib
 import sys
 import tarfile
-from collections.abc import Mapping
 from os import PathLike
 from socket import socket
 from types import TracebackType
-from typing import TYPE_CHECKING, Any, Optional, TypedDict, Union, cast
+from typing import TYPE_CHECKING, Any, Optional, TypedDict, Union
 
 import docker.errors
 from docker import version
diff --git a/src/testcontainers/core/docker_client.py b/src/testcontainers/core/docker_client.py
index 780c83790..34086beb5 100644
--- a/src/testcontainers/core/docker_client.py
+++ b/src/testcontainers/core/docker_client.py
@@ -470,11 +470,11 @@ def login(self, auth_config: DockerAuthInfo) -> None:
         login_info = self.client.login(**auth_config._asdict())
         LOGGER.debug(f"logged in using {login_info}")
 
-    def client_networks_create(self, name: str, param: dict[str, Any]) -> "DockerNetwork":
+    def client_networks_create(self, name: str, param: dict[str, Any]) -> DockerNetwork:
         labels = create_labels("", param.get("labels"))
         return self.client.networks.create(name, **{**param, "labels": labels})
 
-    def get_container_inspect_info(self, container_id: str) -> "ContainerInspectInfo":
+    def get_container_inspect_info(self, container_id: str) -> ContainerInspectInfo:
         """Get container inspect information with fresh data."""
         container = self.client.containers.get(container_id)
         return ContainerInspectInfo.from_dict(container.attrs)
diff --git a/src/testcontainers/core/image.py b/src/testcontainers/core/image.py
index 4654694ab..9a39ec1f3 100644
--- a/src/testcontainers/core/image.py
+++ b/src/testcontainers/core/image.py
@@ -1,8 +1,7 @@
 from __future__ import annotations
 
 from os import PathLike
-from types import TracebackType
-from typing import TYPE_CHECKING, Any, Iterator, Optional, Union, cast
+from typing import TYPE_CHECKING, Any, Optional, Union
 
 import docker.errors
 from typing_extensions import Self
@@ -11,7 +10,8 @@
 from testcontainers.core.utils import setup_logger
 
 if TYPE_CHECKING:
-    from collections.abc import Iterable
+    from collections.abc import Iterator
+    from types import TracebackType
 
     from docker._types import JSON  # only exists in docker-stubs, not at runtime
     from docker.models.images import Image
diff --git a/tests/community/arangodb/test_arangodb.py b/tests/community/arangodb/test_arangodb.py
index 00ac2b927..fc191c48d 100644
--- a/tests/community/arangodb/test_arangodb.py
+++ b/tests/community/arangodb/test_arangodb.py
@@ -2,12 +2,13 @@
 ArangoDB Container Tests
 """
 
+import platform
+
 import pytest
 from arango import ArangoClient
 from arango.exceptions import DatabaseCreateError, ServerVersionError
 
 from testcontainers.community.arangodb import ArangoDbContainer
-import platform
 
 ARANGODB_IMAGE_NAME = "arangodb"
 IMAGE_VERSION = "3.11.8"
diff --git a/tests/community/aws/test_aws.py b/tests/community/aws/test_aws.py
index 296c977b6..4466f642a 100644
--- a/tests/community/aws/test_aws.py
+++ b/tests/community/aws/test_aws.py
@@ -1,13 +1,13 @@
-import re
 import os
+import re
+from pathlib import Path
+from unittest.mock import patch
 
 import pytest
-from unittest.mock import patch
 
-from testcontainers.core.image import DockerImage
 from testcontainers.community.aws import AWSLambdaContainer
 from testcontainers.community.aws.aws_lambda import RIE_PATH
-from pathlib import Path
+from testcontainers.core.image import DockerImage
 
 DOCKER_FILE_PATH = Path(__file__).parent / "lambda_sample"
 IMAGE_TAG = "lambda:test"
@@ -30,12 +30,12 @@ def test_aws_lambda_container():
 
 
 def test_aws_lambda_container_external_env_vars():
-    vars = {
+    variables = {
         "AWS_DEFAULT_REGION": "region",
         "AWS_ACCESS_KEY_ID": "id",
         "AWS_SECRET_ACCESS_KEY": "key",
     }
-    with patch.dict(os.environ, vars):
+    with patch.dict(os.environ, variables):
         with DockerImage(path=DOCKER_FILE_PATH, tag="test-lambda-env-vars:latest") as image:
             with AWSLambdaContainer(image=image, port=8080) as func:
                 assert func.env["AWS_DEFAULT_REGION"] == "region"
@@ -52,6 +52,6 @@ def test_aws_lambda_container_no_port():
 
 def test_aws_lambda_container_no_path():
     with pytest.raises(TypeError):
-        with DockerImage(path=DOCKER_FILE_PATH, tag="test-lambda-no-path:latest") as image:
+        with DockerImage(path=DOCKER_FILE_PATH, tag="test-lambda-no-path:latest"):
             with AWSLambdaContainer() as func:  # noqa: F841
                 pass
diff --git a/tests/community/azurite/samples/network_container/netowrk_container.py b/tests/community/azurite/samples/network_container/netowrk_container.py
index 4831d4089..76b420d4b 100644
--- a/tests/community/azurite/samples/network_container/netowrk_container.py
+++ b/tests/community/azurite/samples/network_container/netowrk_container.py
@@ -1,6 +1,7 @@
-from azure.storage.blob import BlobClient, BlobServiceClient
 import os
 
+from azure.storage.blob import BlobServiceClient
+
 
 def hello_from_external_container():
     """
diff --git a/tests/community/azurite/test_azurite.py b/tests/community/azurite/test_azurite.py
index 03329adac..f1dd305c2 100644
--- a/tests/community/azurite/test_azurite.py
+++ b/tests/community/azurite/test_azurite.py
@@ -1,17 +1,14 @@
 import logging
-import time
 from pathlib import Path
 
 from azure.storage.blob import BlobServiceClient
 
 from testcontainers.community.azurite import AzuriteContainer, ConnectionStringType
-
-from testcontainers.core.image import DockerImage
 from testcontainers.core.container import DockerContainer
+from testcontainers.core.image import DockerImage
 from testcontainers.core.network import Network
 from testcontainers.core.waiting_utils import wait_for_logs
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/tests/community/chroma/test_chroma.py b/tests/community/chroma/test_chroma.py
index 26dc2dd0c..ef2c95410 100644
--- a/tests/community/chroma/test_chroma.py
+++ b/tests/community/chroma/test_chroma.py
@@ -1,6 +1,7 @@
-from testcontainers.community.chroma import ChromaContainer
 import chromadb
 
+from testcontainers.community.chroma import ChromaContainer
+
 
 def test_docker_run_chroma():
     with ChromaContainer(image="chromadb/chroma:1.0.0") as chroma:
diff --git a/tests/community/cosmosdb/test_cosmosdb_emulator.py b/tests/community/cosmosdb/test_cosmosdb_emulator.py
index eb951d452..62363a8f2 100644
--- a/tests/community/cosmosdb/test_cosmosdb_emulator.py
+++ b/tests/community/cosmosdb/test_cosmosdb_emulator.py
@@ -1,4 +1,3 @@
-import pytest
 from testcontainers.community.cosmosdb._emulator import CosmosDBEmulatorContainer
 
 
diff --git a/tests/community/cosmosdb/test_cosmosdb_mongodb.py b/tests/community/cosmosdb/test_cosmosdb_mongodb.py
index 2ddd4cac7..4b07d43a9 100644
--- a/tests/community/cosmosdb/test_cosmosdb_mongodb.py
+++ b/tests/community/cosmosdb/test_cosmosdb_mongodb.py
@@ -1,4 +1,5 @@
 import pytest
+
 from testcontainers.community.cosmosdb import CosmosDBMongoEndpointContainer
 
 
diff --git a/tests/community/cosmosdb/test_cosmosdb_nosql.py b/tests/community/cosmosdb/test_cosmosdb_nosql.py
index c7e418919..20684c9cd 100644
--- a/tests/community/cosmosdb/test_cosmosdb_nosql.py
+++ b/tests/community/cosmosdb/test_cosmosdb_nosql.py
@@ -1,4 +1,3 @@
-import pytest
 from testcontainers.community.cosmosdb import CosmosDBNoSQLEndpointContainer
 
 
diff --git a/tests/community/db2/test_db2.py b/tests/community/db2/test_db2.py
index 1484814e9..d5068b2d4 100644
--- a/tests/community/db2/test_db2.py
+++ b/tests/community/db2/test_db2.py
@@ -1,10 +1,8 @@
-from unittest import mock
-
 import pytest
 import sqlalchemy
 
-from testcontainers.core.utils import is_arm
 from testcontainers.community.db2 import Db2Container
+from testcontainers.core.utils import is_arm
 
 pytestmark = pytest.mark.xdist_group("db2")
 
diff --git a/tests/community/generic/conftest.py b/tests/community/generic/conftest.py
index 5aa0b7833..810ab426e 100644
--- a/tests/community/generic/conftest.py
+++ b/tests/community/generic/conftest.py
@@ -1,5 +1,7 @@
-import pytest
 from typing import Callable
+
+import pytest
+
 from testcontainers.core.container import DockerClient
 
 
diff --git a/tests/community/generic/samples/advance_1/app/main.py b/tests/community/generic/samples/advance_1/app/main.py
index 27cc6bbec..dd69b6436 100644
--- a/tests/community/generic/samples/advance_1/app/main.py
+++ b/tests/community/generic/samples/advance_1/app/main.py
@@ -1,11 +1,10 @@
 # This app will use redis to store given key-value pairs.
 
 import os
-import redis
 
+import redis
 from fastapi import FastAPI
 
-
 app = FastAPI()
 
 redis_host = os.getenv("REDIS_HOST")
diff --git a/tests/community/generic/test_server.py b/tests/community/generic/test_server.py
index 66f0073e2..4657b4f00 100644
--- a/tests/community/generic/test_server.py
+++ b/tests/community/generic/test_server.py
@@ -5,16 +5,17 @@
 import pytest
 from httpx import get
 
-from testcontainers.core.waiting_utils import wait_for_logs
-from testcontainers.core.image import DockerImage
 from testcontainers.community.generic import ServerContainer
+from testcontainers.core.image import DockerImage
+from testcontainers.core.waiting_utils import wait_for_logs
 
 TEST_DIR = Path(__file__).parent
 
 
 @pytest.mark.parametrize("test_image_cleanup", [True, False])
 @pytest.mark.parametrize("test_image_tag", [None, "custom-image:test"])
-def test_server_container(test_image_tag: Optional[str], test_image_cleanup: bool, check_for_image, port=9000):
+def test_server_container(test_image_tag: Optional[str], test_image_cleanup: bool, check_for_image):
+    port = 9000
     with (
         DockerImage(
             path=TEST_DIR / "samples/python_server",
diff --git a/tests/community/generic/test_sql.py b/tests/community/generic/test_sql.py
index 7aade4952..5db3010e9 100644
--- a/tests/community/generic/test_sql.py
+++ b/tests/community/generic/test_sql.py
@@ -1,9 +1,10 @@
-import pytest
 from unittest.mock import patch
 
-from testcontainers.core.exceptions import ContainerStartException
-from testcontainers.community.generic.sql import SqlContainer
+import pytest
+
 from testcontainers.community.generic.providers.sql_connection_wait_strategy import SqlAlchemyConnectWaitStrategy
+from testcontainers.community.generic.sql import SqlContainer
+from testcontainers.core.exceptions import ContainerStartException
 
 
 class SimpleSqlContainer(SqlContainer):
diff --git a/tests/community/google/test_google.py b/tests/community/google/test_google.py
index cdf890b80..a4c43cb8b 100644
--- a/tests/community/google/test_google.py
+++ b/tests/community/google/test_google.py
@@ -1,8 +1,9 @@
 from queue import Queue
+
 from google.cloud.datastore import Entity
 
+from testcontainers.community.google import DatastoreContainer, PubSubContainer
 from testcontainers.core.waiting_utils import wait_for_logs
-from testcontainers.community.google import PubSubContainer, DatastoreContainer
 
 
 def test_pubsub_container():
diff --git a/tests/community/influxdb/test_influxdb.py b/tests/community/influxdb/test_influxdb.py
index d628939b6..357d23df3 100644
--- a/tests/community/influxdb/test_influxdb.py
+++ b/tests/community/influxdb/test_influxdb.py
@@ -12,33 +12,32 @@
 #    under the License.
 
 from datetime import datetime
-from typing import Type
 
+import pytest
 from influxdb.resultset import ResultSet
 from influxdb_client import Bucket
 from influxdb_client.client.write_api import SYNCHRONOUS
-from pytest import mark
 
 from testcontainers.community.influxdb import InfluxDbContainer
 from testcontainers.community.influxdb1 import InfluxDb1Container
 from testcontainers.community.influxdb2 import InfluxDb2Container
 
 
-@mark.parametrize(
-    ["image", "influxdb_container_class", "exposed_port"],
+@pytest.mark.parametrize(
+    "image, influxdb_container_class, exposed_port",
     [
         ("influxdb:2.7", InfluxDb1Container, 8086),
         ("influxdb:1.8", InfluxDb2Container, 8086),
     ],
 )
-def test_influxdbcontainer_get_url(image: str, influxdb_container_class: Type[InfluxDbContainer], exposed_port: int):
+def test_influxdbcontainer_get_url(image: str, influxdb_container_class: type[InfluxDbContainer], exposed_port: int):
     with influxdb_container_class(image, host_port=exposed_port) as influxdb_container:
         connection_url = influxdb_container.get_url()
         assert str(exposed_port) in connection_url
 
 
-@mark.parametrize(
-    ["image", "influxdb_container_class", "expected_version"],
+@pytest.mark.parametrize(
+    "image, influxdb_container_class, expected_version",
     [
         ("influxdb:1.8", InfluxDb1Container, "1.8.10"),
         ("influxdb:1.8.10", InfluxDb1Container, "1.8.10"),
@@ -47,7 +46,7 @@ def test_influxdbcontainer_get_url(image: str, influxdb_container_class: Type[In
     ],
 )
 def test_influxdbcontainer_get_influxdb_version(
-    image: str, influxdb_container_class: Type[InfluxDbContainer], expected_version: str
+    image: str, influxdb_container_class: type[InfluxDbContainer], expected_version: str
 ):
     with influxdb_container_class(image) as influxdb_container:
         assert influxdb_container.get_influxdb_version().startswith(expected_version)
diff --git a/tests/community/kafka/test_kafka.py b/tests/community/kafka/test_kafka.py
index a9651e162..4bec6950f 100644
--- a/tests/community/kafka/test_kafka.py
+++ b/tests/community/kafka/test_kafka.py
@@ -1,8 +1,8 @@
 import pytest
 from kafka import KafkaAdminClient, KafkaConsumer, KafkaProducer, TopicPartition
 
-from testcontainers.core.network import Network
 from testcontainers.community.kafka import KafkaContainer, kafka_config
+from testcontainers.core.network import Network
 
 
 def test_kafka_producer_consumer():
diff --git a/tests/community/kafka/test_redpanda.py b/tests/community/kafka/test_redpanda.py
index e92497c82..385f98713 100644
--- a/tests/community/kafka/test_redpanda.py
+++ b/tests/community/kafka/test_redpanda.py
@@ -1,9 +1,9 @@
-import pytest
-from requests import post, get
 from json import dumps
 
-from kafka import KafkaConsumer, KafkaProducer, TopicPartition, KafkaAdminClient
+import pytest
+from kafka import KafkaAdminClient, KafkaConsumer, KafkaProducer, TopicPartition
 from kafka.admin import NewTopic
+from requests import get, post
 
 from testcontainers.community.kafka import RedpandaContainer
 
diff --git a/tests/community/keycloak/test_keycloak.py b/tests/community/keycloak/test_keycloak.py
index 1880be14e..5aaf44ac5 100644
--- a/tests/community/keycloak/test_keycloak.py
+++ b/tests/community/keycloak/test_keycloak.py
@@ -1,4 +1,5 @@
 import pytest
+
 from testcontainers.community.keycloak import KeycloakContainer
 
 
diff --git a/tests/community/mailpit/test_mailpit.py b/tests/community/mailpit/test_mailpit.py
index 0818165dc..88e82f3ae 100644
--- a/tests/community/mailpit/test_mailpit.py
+++ b/tests/community/mailpit/test_mailpit.py
@@ -1,6 +1,6 @@
 import smtplib
-from email.mime.text import MIMEText
 from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
 
 import pytest
 
diff --git a/tests/community/memcached/test_memcached.py b/tests/community/memcached/test_memcached.py
index d7e82092a..4bcb60f55 100644
--- a/tests/community/memcached/test_memcached.py
+++ b/tests/community/memcached/test_memcached.py
@@ -1,9 +1,9 @@
 import socket
 
-from testcontainers.community.memcached import MemcachedContainer
-
 import pytest
 
+from testcontainers.community.memcached import MemcachedContainer
+
 
 def test_memcached_host_and_exposed_port():
     with MemcachedContainer("memcached:1.6-alpine") as memcached:
diff --git a/tests/community/milvus/test_milvus.py b/tests/community/milvus/test_milvus.py
index 495f49535..3d045338d 100644
--- a/tests/community/milvus/test_milvus.py
+++ b/tests/community/milvus/test_milvus.py
@@ -21,7 +21,8 @@ def test_run_milvus_success(version: str):
         exposed_port = milvus_container.get_exposed_port(milvus_container.port)
         url = milvus_container.get_connection_url()
 
-    assert url and str(exposed_port) in url
+    assert url
+    assert str(exposed_port) in url
 
 
 @pytest.mark.parametrize("version", VERSIONS)
diff --git a/tests/community/mongodb/test_mongodb.py b/tests/community/mongodb/test_mongodb.py
index 284f221d2..e4cc9af9e 100644
--- a/tests/community/mongodb/test_mongodb.py
+++ b/tests/community/mongodb/test_mongodb.py
@@ -1,9 +1,8 @@
 import time
+
 import pytest
-from pymongo import MongoClient
-from pymongo.errors import OperationFailure
 
-from testcontainers.community.mongodb import MongoDbContainer, MongoDBAtlasLocalContainer
+from testcontainers.community.mongodb import MongoDBAtlasLocalContainer, MongoDbContainer
 
 
 @pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
diff --git a/tests/community/mssql/test_mssql.py b/tests/community/mssql/test_mssql.py
index 22a282ece..2ffd9b2b2 100644
--- a/tests/community/mssql/test_mssql.py
+++ b/tests/community/mssql/test_mssql.py
@@ -1,8 +1,8 @@
 import pytest
 import sqlalchemy
 
-from testcontainers.core.utils import is_arm
 from testcontainers.community.mssql import SqlServerContainer
+from testcontainers.core.utils import is_arm
 
 pytestmark = pytest.mark.xdist_group("mssql")
 
diff --git a/tests/community/mysql/test_mysql.py b/tests/community/mysql/test_mysql.py
index 23b66f6c4..61086c981 100644
--- a/tests/community/mysql/test_mysql.py
+++ b/tests/community/mysql/test_mysql.py
@@ -1,12 +1,12 @@
-from pathlib import Path
 import re
+from pathlib import Path
 from unittest import mock
 
 import pytest
 import sqlalchemy
 
-from testcontainers.core.utils import is_arm
 from testcontainers.community.mysql import MySqlContainer
+from testcontainers.core.utils import is_arm
 
 
 @pytest.mark.inside_docker_check
@@ -77,7 +77,7 @@ def test_docker_env_variables():
     ],
 )
 def test_mysql_dialect_expecting_error_on_mysql_prefix(dialect: str):
-    match = f"Please remove *.* prefix from dialect parameter"
+    match = "Please remove *.* prefix from dialect parameter"
 
     with pytest.raises(ValueError, match=match):
         _ = MySqlContainer("mariadb:10.6.5", dialect=dialect)
diff --git a/tests/community/nats/test_nats.py b/tests/community/nats/test_nats.py
index 25236e2a8..624c2b0e2 100644
--- a/tests/community/nats/test_nats.py
+++ b/tests/community/nats/test_nats.py
@@ -1,10 +1,11 @@
-from testcontainers.community.nats import NatsContainer
 from uuid import uuid4
-import pytest
 
+import pytest
 from nats import connect as nats_connect
 from nats.aio.client import Client as NATSClient
 
+from testcontainers.community.nats import NatsContainer
+
 
 async def get_client(container: NatsContainer) -> "NATSClient":
     """
@@ -22,7 +23,7 @@ def test_basic_container_ops():
     with NatsContainer() as container:
         # Not sure how to get type information without doing this
         container: NatsContainer = container
-        h, p = container.nats_host_and_port()
+        h, _p = container.nats_host_and_port()
         assert h == "localhost"
         uri = container.nats_uri()
         management_uri = container.nats_management_uri()
diff --git a/tests/community/nats/test_nats_jetstream.py b/tests/community/nats/test_nats_jetstream.py
index 31e488c51..f9a00e101 100644
--- a/tests/community/nats/test_nats_jetstream.py
+++ b/tests/community/nats/test_nats_jetstream.py
@@ -1,10 +1,11 @@
-from testcontainers.community.nats import NatsContainer
 from uuid import uuid4
-import pytest
 
+import pytest
 from nats import connect as nats_connect
 from nats.aio.client import Client as NATSClient
 
+from testcontainers.community.nats import NatsContainer
+
 
 async def get_client(container: NatsContainer) -> "NATSClient":
     """
diff --git a/tests/community/ollama/test_ollama.py b/tests/community/ollama/test_ollama.py
index 79ba1c769..99836d139 100644
--- a/tests/community/ollama/test_ollama.py
+++ b/tests/community/ollama/test_ollama.py
@@ -3,6 +3,7 @@
 from pathlib import Path
 
 import requests
+
 from testcontainers.community.ollama import OllamaContainer
 
 
diff --git a/tests/community/openfga/test_openfga.py b/tests/community/openfga/test_openfga.py
index 3e1ec5a36..031c14f49 100644
--- a/tests/community/openfga/test_openfga.py
+++ b/tests/community/openfga/test_openfga.py
@@ -1,6 +1,8 @@
+from sys import version_info
+
 import pytest
+
 from testcontainers.community.openfga import OpenFGAContainer
-from sys import version_info
 
 
 def test_openfga():
diff --git a/tests/community/opensearch/test_opensearch.py b/tests/community/opensearch/test_opensearch.py
index 23a7f9828..b5e140064 100644
--- a/tests/community/opensearch/test_opensearch.py
+++ b/tests/community/opensearch/test_opensearch.py
@@ -1,7 +1,7 @@
-from testcontainers.community.opensearch import OpenSearchContainer
-
 import pytest
 
+from testcontainers.community.opensearch import OpenSearchContainer
+
 
 @pytest.fixture(autouse=True)
 def disable_logging():
diff --git a/tests/community/oracle-free/test_oracle.py b/tests/community/oracle-free/test_oracle.py
index 1effbe89f..5323f3c25 100644
--- a/tests/community/oracle-free/test_oracle.py
+++ b/tests/community/oracle-free/test_oracle.py
@@ -1,8 +1,8 @@
 import pytest
 import sqlalchemy
 
-from testcontainers.core.utils import is_arm
 from testcontainers.community.oracle import OracleDbContainer
+from testcontainers.core.utils import is_arm
 
 
 @pytest.mark.skipif(is_arm(), reason="oracle-free container not available for ARM")
@@ -11,7 +11,7 @@ def test_docker_run_oracle_with_system_password():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
@@ -22,7 +22,7 @@ def test_docker_run_oracle_with_username_password():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
@@ -33,7 +33,7 @@ def test_docker_run_oracle_with_custom_db_and_system_username_password():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
@@ -44,7 +44,7 @@ def test_docker_run_oracle_with_custom_db_and_app_username_password():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
@@ -55,7 +55,7 @@ def test_docker_run_oracle_with_default_db_and_app_username_password():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
@@ -66,7 +66,7 @@ def test_docker_run_oracle_with_cdb_and_system_username():
         engine = sqlalchemy.create_engine(oracledb.get_connection_url())
         with engine.begin() as connection:
             test_val = 1
-            result = connection.execute(sqlalchemy.text("SELECT {} FROM dual".format(test_val)))
+            result = connection.execute(sqlalchemy.text(f"SELECT {test_val} FROM dual"))
             for row in result:
                 assert row[0] == test_val
 
diff --git a/tests/community/qdrant/test_qdrant.py b/tests/community/qdrant/test_qdrant.py
index 82b9aaa68..61fabbad1 100644
--- a/tests/community/qdrant/test_qdrant.py
+++ b/tests/community/qdrant/test_qdrant.py
@@ -1,10 +1,11 @@
-import pytest
-from testcontainers.community.qdrant import QdrantContainer
 import uuid
-from grpc import RpcError
 from pathlib import Path
 
+import pytest
 import qdrant_client
+from grpc import RpcError
+
+from testcontainers.community.qdrant import QdrantContainer
 
 
 def test_docker_run_qdrant():
diff --git a/tests/community/rabbitmq/test_rabbitmq.py b/tests/community/rabbitmq/test_rabbitmq.py
index 71366ce35..8b283588e 100644
--- a/tests/community/rabbitmq/test_rabbitmq.py
+++ b/tests/community/rabbitmq/test_rabbitmq.py
@@ -13,12 +13,12 @@
 
 
 @pytest.mark.parametrize(
-    argnames=["port", "username", "password", "vhost"],
+    argnames="port, username, password, vhost",
     argvalues=[
-        [None, None, None, None],  # use the defaults
-        [5673, None, None, None],  # test with custom port
-        [None, "my_test_user", "my_secret_password", None],  # test with custom credentials
-        [None, None, None, "vhost"],  # test with custom vhost
+        (None, None, None, None),  # use the defaults
+        (5673, None, None, None),  # test with custom port
+        (None, "my_test_user", "my_secret_password", None),  # test with custom credentials
+        (None, None, None, "vhost"),  # test with custom vhost
     ],
 )
 def test_docker_run_rabbitmq(
diff --git a/tests/community/redis/test_redis.py b/tests/community/redis/test_redis.py
index 08b89455a..5185aa88d 100644
--- a/tests/community/redis/test_redis.py
+++ b/tests/community/redis/test_redis.py
@@ -1,9 +1,10 @@
 import time
 
-from testcontainers.community.redis import RedisContainer, AsyncRedisContainer
 import pytest
 import redis
 
+from testcontainers.community.redis import AsyncRedisContainer, RedisContainer
+
 
 def test_docker_run_redis():
     config = RedisContainer()
diff --git a/tests/community/registry/test_registry.py b/tests/community/registry/test_registry.py
index c7d4f6c9e..355bcce24 100644
--- a/tests/community/registry/test_registry.py
+++ b/tests/community/registry/test_registry.py
@@ -1,7 +1,7 @@
 from requests import Response, get
 from requests.auth import HTTPBasicAuth
-from testcontainers.community.registry import DockerRegistryContainer
 
+from testcontainers.community.registry import DockerRegistryContainer
 
 REGISTRY_USERNAME: str = "foo"
 REGISTRY_PASSWORD: str = "bar"
diff --git a/tests/community/selenium/test_selenium.py b/tests/community/selenium/test_selenium.py
index 190b5d2e4..9d0ad0b2b 100644
--- a/tests/community/selenium/test_selenium.py
+++ b/tests/community/selenium/test_selenium.py
@@ -6,8 +6,8 @@
 from selenium.webdriver import DesiredCapabilities
 from selenium.webdriver.common.by import By
 
-from testcontainers.core.utils import is_arm
 from testcontainers.community.selenium import BrowserWebDriverContainer
+from testcontainers.core.utils import is_arm
 
 
 @pytest.mark.parametrize("caps", [DesiredCapabilities.CHROME, DesiredCapabilities.FIREFOX])
diff --git a/tests/community/trino/test_trino.py b/tests/community/trino/test_trino.py
index 5f6fc4821..0d593fc58 100644
--- a/tests/community/trino/test_trino.py
+++ b/tests/community/trino/test_trino.py
@@ -1,6 +1,7 @@
-from testcontainers.community.trino import TrinoContainer
 from trino.dbapi import connect
 
+from testcontainers.community.trino import TrinoContainer
+
 
 def test_docker_run_trino():
     container = TrinoContainer("trinodb/trino:451")
diff --git a/tests/community/vault/test_vault.py b/tests/community/vault/test_vault.py
index 4c6b6b605..c1006536d 100644
--- a/tests/community/vault/test_vault.py
+++ b/tests/community/vault/test_vault.py
@@ -1,4 +1,5 @@
 import hvac
+
 from testcontainers.community.vault import VaultContainer
 
 
diff --git a/tests/community/weaviate/test_weaviate.py b/tests/community/weaviate/test_weaviate.py
index e10ac4f97..d91e9da92 100644
--- a/tests/community/weaviate/test_weaviate.py
+++ b/tests/community/weaviate/test_weaviate.py
@@ -1,6 +1,7 @@
-from testcontainers.community.weaviate import WeaviateContainer
 import weaviate
 
+from testcontainers.community.weaviate import WeaviateContainer
+
 
 def test_docker_run_weaviate():
     with WeaviateContainer() as container:
diff --git a/tests/core/_local_registry_container.py b/tests/core/_local_registry_container.py
index 2687943f5..c547ee58c 100644
--- a/tests/core/_local_registry_container.py
+++ b/tests/core/_local_registry_container.py
@@ -81,7 +81,7 @@ def _readiness_probe(self) -> None:
             response: Response = get(url, timeout=1)
             response.raise_for_status()
 
-    def start(self) -> "_LocalRegistryContainer":
+    def start(self) -> _LocalRegistryContainer:
         if self.username and self.password:
             self.with_env("REGISTRY_AUTH_HTPASSWD_REALM", "local-registry")
             self.with_env("REGISTRY_AUTH_HTPASSWD_PATH", self.credentials_path)
diff --git a/tests/core/conftest.py b/tests/core/conftest.py
index 0ba178a5b..4f0f77a7e 100644
--- a/tests/core/conftest.py
+++ b/tests/core/conftest.py
@@ -1,10 +1,11 @@
+import sys
 from pathlib import Path
+from pprint import pprint
+from typing import Callable
 
 import pytest
-from typing import Callable
+
 from testcontainers.core.docker_client import DockerClient
-from pprint import pprint
-import sys
 
 PROJECT_DIR = Path(__file__).parent.parent.parent.resolve()
 
diff --git a/tests/core/test_auth.py b/tests/core/test_auth.py
index 0e1639811..f518fff29 100644
--- a/tests/core/test_auth.py
+++ b/tests/core/test_auth.py
@@ -1,7 +1,8 @@
 import json
+
 import pytest
 
-from testcontainers.core.auth import parse_docker_auth_config, DockerAuthInfo
+from testcontainers.core.auth import DockerAuthInfo, parse_docker_auth_config
 
 
 def test_parse_docker_auth_config_encoded():
diff --git a/tests/core/test_compose.py b/tests/core/test_compose.py
index 552f63498..5f9fcf435 100644
--- a/tests/core/test_compose.py
+++ b/tests/core/test_compose.py
@@ -3,13 +3,13 @@
 from pathlib import Path
 from re import split
 from time import sleep
-from typing import Union, Optional
-from urllib.request import urlopen, Request
+from typing import Optional, Union
+from urllib.request import Request, urlopen
 
 import pytest
 from pytest_mock import MockerFixture
 
-from testcontainers.compose import DockerCompose, ComposeContainer
+from testcontainers.compose import ComposeContainer, DockerCompose
 from testcontainers.core.docker_client import is_podman
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 
@@ -169,7 +169,7 @@ def test_compose_volumes(caplog):
     # execute another time to confirm the file is still there, but we're not keeping the volumes this time
     volumes.keep_volumes = False
     with volumes:
-        stdout, stderr, exitcode = volumes.exec_in_container(["cat", _file_in_volume], "alpine")
+        stdout, _stderr, exitcode = volumes.exec_in_container(["cat", _file_in_volume], "alpine")
     assert exitcode == 0
     assert "hello" in stdout
 
@@ -228,7 +228,7 @@ def test_compose_multiple_containers_and_ports():
         try:
             # this fails when ipv6 is enabled and docker is forwarding for both 4 + 6
             multiple.get_container(service_name="alpine").get_publisher(by_port=81, prefer_ip_version="IPv6")
-        except:  # noqa
+        except:  # noqa: E722
             pass
 
         ports = [
@@ -369,7 +369,7 @@ def fetch(req: Union[Request, str]):
 
 
 @pytest.mark.parametrize(
-    argnames=["profiles", "running", "not_running"],
+    argnames="profiles, running, not_running",
     argvalues=[
         pytest.param(None, ["runs-always"], ["runs-profile-a", "runs-profile-b"], id="default"),
         pytest.param(
@@ -489,7 +489,7 @@ def test_container_info_network_details():
 
         if network_settings.Networks:
             # Test first network
-            network_name, network = next(iter(network_settings.Networks.items()))
+            _network_name, network = next(iter(network_settings.Networks.items()))
             assert network.IPAddress is not None
             assert network.Gateway is not None
             assert network.NetworkID is not None
diff --git a/tests/core/test_config.py b/tests/core/test_config.py
index ed5d6aa25..da3e2495b 100644
--- a/tests/core/test_config.py
+++ b/tests/core/test_config.py
@@ -1,22 +1,21 @@
+import logging
+import tempfile
+from unittest.mock import Mock
+
 import pytest
 
 from testcontainers.core.config import (
-    TestcontainersConfiguration as TCC,
     TC_FILE,
     TestcontainersConfiguration,
-    get_user_overwritten_connection_mode,
-    ConnectionMode,
     get_docker_socket,
+    get_user_overwritten_connection_mode,
+)
+from testcontainers.core.config import (
+    TestcontainersConfiguration as TCC,
 )
-
-from pytest import MonkeyPatch, mark, LogCaptureFixture
-
-import logging
-import tempfile
-from unittest.mock import Mock
 
 
-def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
+def test_read_tc_properties(monkeypatch: pytest.MonkeyPatch) -> None:
     with tempfile.TemporaryDirectory() as tmpdirname:
         file = f"{tmpdirname}/{TC_FILE}"
         with open(file, "w") as f:
@@ -28,7 +27,7 @@ def test_read_tc_properties(monkeypatch: MonkeyPatch) -> None:
         assert config.tc_properties == {"tc.host": "some_value"}
 
 
-def test_hub_image_name_prefix(monkeypatch: MonkeyPatch) -> None:
+def test_hub_image_name_prefix(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     Ensure that the hub_image_name_prefix configuration variable can be read from the environment
     """
@@ -37,7 +36,7 @@ def test_hub_image_name_prefix(monkeypatch: MonkeyPatch) -> None:
     assert config.hub_image_name_prefix == "myregistry.local/"
 
 
-def test_set_tc_properties(monkeypatch: MonkeyPatch) -> None:
+def test_set_tc_properties(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     Ensure the configuration file variables can be read if no environment variable is set
     """
@@ -51,11 +50,11 @@ def test_set_tc_properties(monkeypatch: MonkeyPatch) -> None:
 
         config = TCC()
 
-        assert config.ryuk_disabled == True
-        assert config.ryuk_privileged == False
+        assert config.ryuk_disabled
+        assert not config.ryuk_privileged
 
 
-def test_override_tc_properties_1(monkeypatch: MonkeyPatch) -> None:
+def test_override_tc_properties_1(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     Ensure that we can re-set the configuration variables programattically to override
     testcontainers.properties
@@ -72,11 +71,11 @@ def test_override_tc_properties_1(monkeypatch: MonkeyPatch) -> None:
         config.ryuk_disabled = False
         config.ryuk_privileged = True
 
-        assert config.ryuk_disabled == False
-        assert config.ryuk_privileged == True
+        assert not config.ryuk_disabled
+        assert config.ryuk_privileged
 
 
-def test_override_tc_properties_2(monkeypatch: MonkeyPatch) -> None:
+def test_override_tc_properties_2(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     Ensure that we can override the testcontainers.properties with environment variables
     """
@@ -95,16 +94,16 @@ def test_override_tc_properties_2(monkeypatch: MonkeyPatch) -> None:
 
         config = TCC()
 
-        assert config.ryuk_disabled == False
-        assert config.ryuk_privileged == True
+        assert config.ryuk_disabled is False
+        assert config.ryuk_privileged is True
 
 
-@mark.parametrize("docker_auth_config_env", ["key=value", ""])
-@mark.parametrize("warning_dict", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])
-@mark.parametrize("warning_dict_post", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])
+@pytest.mark.parametrize("docker_auth_config_env", ["key=value", ""])
+@pytest.mark.parametrize("warning_dict", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])
+@pytest.mark.parametrize("warning_dict_post", [{}, {"key": "value"}, {"DOCKER_AUTH_CONFIG": "TEST"}])
 def test_docker_auth_config(
-    caplog: LogCaptureFixture,
-    monkeypatch: MonkeyPatch,
+    caplog: pytest.LogCaptureFixture,
+    monkeypatch: pytest.MonkeyPatch,
     docker_auth_config_env: str,
     warning_dict: dict[str, str],
     warning_dict_post: dict[str, str],
@@ -145,11 +144,11 @@ def test_timeout() -> None:
 
 def test_invalid_connection_mode(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setenv("TESTCONTAINERS_CONNECTION_MODE", "FOOBAR")
-    with pytest.raises(ValueError, match="Error parsing TESTCONTAINERS_CONNECTION_MODE.*FOOBAR.*"):
+    with pytest.raises(ValueError, match=r"Error parsing TESTCONTAINERS_CONNECTION_MODE.*FOOBAR.*"):
         get_user_overwritten_connection_mode()
 
 
-@pytest.mark.parametrize("mode, use_mapped", (("bridge_ip", False), ("gateway_ip", True), ("docker_host", True)))
+@pytest.mark.parametrize("mode, use_mapped", [("bridge_ip", False), ("gateway_ip", True), ("docker_host", True)])
 def test_valid_connection_mode(monkeypatch: pytest.MonkeyPatch, mode: str, use_mapped: bool) -> None:
     monkeypatch.setenv("TESTCONTAINERS_CONNECTION_MODE", mode)
     uo_cmo = get_user_overwritten_connection_mode()
@@ -178,8 +177,8 @@ def mock_docker_client_connections(monkeypatch: pytest.MonkeyPatch) -> None:
     """
     Ensure the docker client does not make any actual network calls
     """
-    from docker.transport.sshconn import SSHHTTPAdapter
     from docker.api.client import APIClient
+    from docker.transport.sshconn import SSHHTTPAdapter
 
     # ensure that no actual connection is tried
     monkeypatch.setattr(SSHHTTPAdapter, "_connect", Mock())
@@ -240,4 +239,4 @@ def test_attribut_error() -> None:
     from testcontainers.core import config
 
     with pytest.raises(AttributeError):
-        config.missing
+        config.missing  # noqa: B018
diff --git a/tests/core/test_container.py b/tests/core/test_container.py
index 3b08779a6..accdc18cf 100644
--- a/tests/core/test_container.py
+++ b/tests/core/test_container.py
@@ -2,10 +2,9 @@
 
 import pytest
 
+from testcontainers.core.config import ConnectionMode, testcontainers_config
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient
-from testcontainers.core.config import ConnectionMode
-from testcontainers.core.config import testcontainers_config
 
 FAKE_ID = "ABC123"
 
@@ -162,7 +161,7 @@ def test_container_info_network_details():
         assert network_settings is not None
 
         if network_settings.Networks:
-            network_name, network = next(iter(network_settings.Networks.items()))
+            _network_name, network = next(iter(network_settings.Networks.items()))
             assert network.IPAddress is not None
             assert network.Gateway is not None
             assert network.NetworkID is not None
diff --git a/tests/core/test_core.py b/tests/core/test_core.py
index 3ae86ddf2..4c0d5f2aa 100644
--- a/tests/core/test_core.py
+++ b/tests/core/test_core.py
@@ -19,7 +19,7 @@ def test_get_logs():
         stdout, stderr = container.get_logs()
         assert isinstance(stdout, bytes)
         assert isinstance(stderr, bytes)
-        assert "Hello from Docker".encode() in stdout, "There should be something on stdout"
+        assert b"Hello from Docker" in stdout, "There should be something on stdout"
 
 
 def test_docker_container_with_env_file():
diff --git a/tests/core/test_core_ports.py b/tests/core/test_core_ports.py
index b72075d7d..1738d14a2 100644
--- a/tests/core/test_core_ports.py
+++ b/tests/core/test_core_ports.py
@@ -1,9 +1,9 @@
-import pytest
-from typing import Any, Union, Optional
-from testcontainers.core.container import DockerContainer
+from typing import Any, Optional, Union
 
+import pytest
 from docker.errors import APIError
 
+from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import is_podman
 
 
diff --git a/tests/core/test_core_registry.py b/tests/core/test_core_registry.py
index a6c801b2b..45807e02f 100644
--- a/tests/core/test_core_registry.py
+++ b/tests/core/test_core_registry.py
@@ -12,7 +12,6 @@
 import json
 
 import pytest
-from ._local_registry_container import _LocalRegistryContainer
 from docker.errors import NotFound
 
 from testcontainers.core.config import testcontainers_config
@@ -21,6 +20,8 @@
 from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
+from ._local_registry_container import _LocalRegistryContainer
+
 _skip_insecure_registry = pytest.mark.skipif(
     is_mac() or is_podman() or is_ssh_docker_host(),
     reason="Insecure HTTP registries are not supported without daemon reconfiguration on macOS, Podman, or SSH-based Docker hosts",
@@ -38,7 +39,7 @@ def test_missing_on_private_registry(monkeypatch):
         registry_url = registry.get_registry()
 
         # prepare auth config
-        creds: bytes = base64.b64encode(f"{username}:{password}".encode("utf-8"))
+        creds: bytes = base64.b64encode(f"{username}:{password}".encode())
         config = {"auths": {f"{registry_url}": {"auth": creds.decode("utf-8")}}}
         monkeypatch.setattr(testcontainers_config, name="docker_auth_config", value=json.dumps(config))
         assert testcontainers_config.docker_auth_config, "docker_auth_config not set"
@@ -78,7 +79,7 @@ def test_with_private_registry(image, tag, username, password, expected_output,
         client.images.remove(f"{registry_url}/{image}:{tag}")
 
         # prepare auth config
-        creds: bytes = base64.b64encode(f"{username}:{password}".encode("utf-8"))
+        creds: bytes = base64.b64encode(f"{username}:{password}".encode())
         config = {"auths": {f"{registry_url}": {"auth": creds.decode("utf-8")}}}
         monkeypatch.setattr(testcontainers_config, name="docker_auth_config", value=json.dumps(config))
         assert testcontainers_config.docker_auth_config, "docker_auth_config not set"
diff --git a/tests/core/test_docker_client.py b/tests/core/test_docker_client.py
index 34b449a9b..990d0afd4 100644
--- a/tests/core/test_docker_client.py
+++ b/tests/core/test_docker_client.py
@@ -1,5 +1,5 @@
-import os
 import json
+import os
 from collections import namedtuple
 from typing import Any
 from unittest import mock
@@ -7,17 +7,15 @@
 
 import docker
 import pytest
+from docker.models.networks import Network
 
-from testcontainers.core.config import testcontainers_config as c, ConnectionMode
+from testcontainers.core import utils
+from testcontainers.core.auth import parse_docker_auth_config
+from testcontainers.core.config import ConnectionMode
+from testcontainers.core.config import testcontainers_config as c
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient, is_ssh_docker_host
-from testcontainers.core.auth import parse_docker_auth_config
 from testcontainers.core.image import DockerImage
-from testcontainers.core import utils
-
-from pytest import mark
-
-from docker.models.networks import Network
 
 
 def _expected_from_env_kwargs(**kwargs: Any) -> dict[str, Any]:
@@ -99,7 +97,7 @@ def test_docker_client_login_empty_parse_docker_auth_config():
 
 
 # This is used to make sure we don't fail (nor try to login) when we have unsupported auth config
-@mark.parametrize("auth_config_sample", [{"credHelpers": {"test": "login"}}, {"credsStore": "login"}])
+@pytest.mark.parametrize("auth_config_sample", [{"credHelpers": {"test": "login"}}, {"credsStore": "login"}])
 def test_docker_client_login_unsupported_auth_config(auth_config_sample):
     mock_docker = MagicMock(spec=docker)
     mock_get_docker_auth_config = MagicMock()
diff --git a/tests/core/test_docker_in_docker.py b/tests/core/test_docker_in_docker.py
index 992d53ae1..79bebe012 100644
--- a/tests/core/test_docker_in_docker.py
+++ b/tests/core/test_docker_in_docker.py
@@ -1,23 +1,23 @@
 import contextlib
 import json
 import os
-import time
 import socket
 import sys
+import time
+from collections.abc import Generator
 from pathlib import Path
-from typing import Final, Any, Generator
+from typing import Any, Final
 
 import pytest
 from docker.models.containers import Container
 
 from testcontainers.core import utils
 from testcontainers.core.config import testcontainers_config as tcc
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.docker_client import LOGGER, DockerClient, is_ssh_docker_host
 from testcontainers.core.labels import SESSION_ID
 from testcontainers.core.network import Network
-from testcontainers.core.container import DockerContainer
-from testcontainers.core.docker_client import DockerClient, LOGGER, is_ssh_docker_host
-from testcontainers.core.utils import inside_container
-from testcontainers.core.utils import is_mac
+from testcontainers.core.utils import inside_container, is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
 _DIND_PYTHON_VERSION = (3, 13)
@@ -51,7 +51,7 @@ def _wait_for_dind_return_ip(client: DockerClient, dind: Container):
                 break
         except ConnectionRefusedError:
             if time.perf_counter() - start_wait > timeout:
-                raise RuntimeError("Docker in docker took longer than 10 seconds to start")
+                raise RuntimeError("Docker in docker took longer than 10 seconds to start") from None
             time.sleep(0.01)
     return docker_host_ip
 
@@ -80,7 +80,7 @@ def test_wait_for_logs_docker_in_docker():
     ) as container:
         assert container.get_container_host_ip() == docker_host_ip
         wait_for_logs(container, "Hello from Docker!")
-        stdout, stderr = container.get_logs()
+        stdout, _stderr = container.get_logs()
         assert stdout, "There should be something on stdout"
 
     not_really_dind.stop()
@@ -123,7 +123,7 @@ def test_dind_inherits_network():
         assert dind_id is not None
         assert container.get_docker_client().gateway_ip(wrapped_id) == client.gateway_ip(dind_id)
         wait_for_logs(container, "Hello from Docker!")
-        stdout, stderr = container.get_logs()
+        stdout, _stderr = container.get_logs()
         assert stdout, "There should be something on stdout"
 
     not_really_dind.stop()
diff --git a/tests/core/test_image.py b/tests/core/test_image.py
index 3a4e51f9b..38efe7709 100644
--- a/tests/core/test_image.py
+++ b/tests/core/test_image.py
@@ -1,11 +1,11 @@
-import pytest
-import tempfile
-import random
 import os
-
+import random
+import tempfile
 from pathlib import Path
 from typing import Any, Optional
 
+import pytest
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.image import DockerImage
 
@@ -66,7 +66,7 @@ def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path
 
         with open(temp_dir_path / dockerfile_rel_path, "x") as f:
             f.write(
-                f"""
+                """
                 FROM alpine:latest
                 CMD echo "Hello world!"
                 """
@@ -79,14 +79,14 @@ def test_docker_image_with_custom_dockerfile_path(dockerfile_path: Optional[Path
                 assert c_c
                 assert c_c.image is not None
                 assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
-                assert container.get_logs() == (("Hello world!\n").encode(), b""), "Container logs mismatch"
+                assert container.get_logs() == ((b"Hello world!\n"), b""), "Container logs mismatch"
 
 
 def test_docker_image_with_kwargs():
     with tempfile.TemporaryDirectory() as temp_directory:
         with open(f"{temp_directory}/Dockerfile", "w") as f:
             f.write(
-                f"""
+                """
                 FROM alpine:latest
                 ARG TEST_ARG
                 ENV TEST_ARG $TEST_ARG
@@ -103,4 +103,4 @@ def test_docker_image_with_kwargs():
                 assert c_c
                 assert c_c.image is not None
                 assert c_c.image.short_id.endswith(image_short_id), "Image ID mismatch"
-                assert container.get_logs() == (("new_arg\n").encode(), b""), "Container logs mismatch"
+                assert container.get_logs() == ((b"new_arg\n"), b""), "Container logs mismatch"
diff --git a/tests/core/test_inspect.py b/tests/core/test_inspect.py
index 0baf0dc5d..bd803347d 100644
--- a/tests/core/test_inspect.py
+++ b/tests/core/test_inspect.py
@@ -5,7 +5,6 @@
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient
 from testcontainers.core.inspect import ContainerInspectInfo
-from testcontainers.core.config import ConnectionMode
 
 FAKE_ID = "ABC123"
 
diff --git a/tests/core/test_labels.py b/tests/core/test_labels.py
index c34baaeef..8af9a8655 100644
--- a/tests/core/test_labels.py
+++ b/tests/core/test_labels.py
@@ -1,13 +1,14 @@
+import pytest
+
+from testcontainers.core.config import testcontainers_config as config
 from testcontainers.core.labels import (
     LABEL_LANG,
     LABEL_SESSION_ID,
     LABEL_TESTCONTAINERS,
     LABEL_VERSION,
-    create_labels,
     TESTCONTAINERS_NAMESPACE,
+    create_labels,
 )
-import pytest
-from testcontainers.core.config import testcontainers_config as config
 
 
 def assert_in_with_value(labels: dict[str, str], label: str, value: str, known_before_test_time: bool):
diff --git a/tests/core/test_network.py b/tests/core/test_network.py
index 0af690dcf..c84b30762 100644
--- a/tests/core/test_network.py
+++ b/tests/core/test_network.py
@@ -1,12 +1,13 @@
 from http import HTTPStatus
+
+import docker.errors
+import pytest
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.docker_client import DockerClient
 from testcontainers.core.labels import LABEL_SESSION_ID
 from testcontainers.core.network import Network
 
-import docker.errors
-import pytest
-
 NGINX_ALPINE_SLIM_IMAGE = "nginx:1.25.4-alpine-slim"
 
 
@@ -75,7 +76,7 @@ def test_containers_can_communicate_over_network():
 
 
 def assert_can_ping(container: DockerContainer, remote_name: str):
-    status, output = container.exec("ping -c 1 %s" % remote_name)
+    status, output = container.exec(f"ping -c 1 {remote_name}")
     assert status == 0
     assert "64 bytes" in str(output)
 
diff --git a/tests/core/test_protocol_compliance.py b/tests/core/test_protocol_compliance.py
index b3fb87bd1..57f1642e1 100644
--- a/tests/core/test_protocol_compliance.py
+++ b/tests/core/test_protocol_compliance.py
@@ -1,11 +1,8 @@
 """Test protocol compliance for wait strategy targets."""
 
-import pytest
-from typing import get_type_hints
-
-from testcontainers.core.waiting_utils import WaitStrategyTarget
-from testcontainers.core.container import DockerContainer
 from testcontainers.compose.compose import ComposeContainer
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import WaitStrategyTarget
 
 
 def test_docker_container_implements_wait_strategy_target():
diff --git a/tests/core/test_ryuk.py b/tests/core/test_ryuk.py
index 18d2a1c29..81bb736ca 100644
--- a/tests/core/test_ryuk.py
+++ b/tests/core/test_ryuk.py
@@ -1,13 +1,11 @@
-from time import sleep, perf_counter
-import pytest
-from pytest import MonkeyPatch
+from time import perf_counter, sleep
 
+import pytest
 from docker import DockerClient
 from docker.errors import NotFound
 
 from testcontainers.core.config import testcontainers_config
-from testcontainers.core.container import Reaper
-from testcontainers.core.container import DockerContainer
+from testcontainers.core.container import DockerContainer, Reaper
 from testcontainers.core.utils import is_mac
 from testcontainers.core.waiting_utils import wait_for_logs
 
@@ -38,7 +36,7 @@ def _wait_for_container_removed(client: DockerClient, container_id: str, timeout
     reason="Ryuk container reaping is unreliable on Docker Desktop for macOS due to VM-based container lifecycle handling",
 )
 @pytest.mark.inside_docker_check
-def test_wait_for_reaper(monkeypatch: MonkeyPatch):
+def test_wait_for_reaper(monkeypatch: pytest.MonkeyPatch):
     Reaper.delete_instance()
     monkeypatch.setattr(testcontainers_config, "ryuk_reconnection_timeout", "0.1s")
     container = DockerContainer("hello-world")
@@ -78,7 +76,7 @@ def test_wait_for_reaper(monkeypatch: MonkeyPatch):
     is_mac(), reason="Ryuk disabling behavior is unreliable on Docker Desktop for macOS due to Docker socket emulation"
 )
 @pytest.mark.inside_docker_check
-def test_container_without_ryuk(monkeypatch: MonkeyPatch):
+def test_container_without_ryuk(monkeypatch: pytest.MonkeyPatch):
     Reaper.delete_instance()
     monkeypatch.setattr(testcontainers_config, "ryuk_disabled", True)
     with DockerContainer("hello-world") as container:
diff --git a/tests/core/test_socat.py b/tests/core/test_socat.py
index fb7c91b64..7852ed072 100644
--- a/tests/core/test_socat.py
+++ b/tests/core/test_socat.py
@@ -18,7 +18,7 @@ def test_socat_with_helloworld():
     ):
         socat_url = f"http://{socat.get_container_host_ip()}:{socat.get_exposed_port(8080)}"
 
-        response = requests.get(f"{socat_url}/ping")  # noqa: S113
+        response = requests.get(f"{socat_url}/ping")
 
         assert response.status_code == 200
         assert response.content == b"PONG"
diff --git a/tests/core/test_transferable.py b/tests/core/test_transferable.py
index 592ad87df..64d4da8be 100644
--- a/tests/core/test_transferable.py
+++ b/tests/core/test_transferable.py
@@ -1,13 +1,13 @@
+import io
+import tarfile
 from pathlib import Path
+from typing import Any
 
 import pytest
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.transferable import Transferable, TransferSpec, build_transfer_tar
 
-import io
-import tarfile
-from typing import Any
-
 
 def test_build_transfer_tar_from_bytes():
     data = b"hello world"
diff --git a/tests/core/test_utils.py b/tests/core/test_utils.py
index 4179242a3..c4fdcfbc8 100644
--- a/tests/core/test_utils.py
+++ b/tests/core/test_utils.py
@@ -1,7 +1,6 @@
 from pathlib import Path
 
 import pytest
-from pytest import MonkeyPatch, raises, mark
 
 import testcontainers.core.utils as utils
 
@@ -10,29 +9,31 @@ def test_setup_logger() -> None:
     assert utils.setup_logger("test") is not None
 
 
-@mark.parametrize("platform, expected", [("linux", "linux"), ("linux2", "linux"), ("darwin", "mac"), ("win32", "win")])
-def test_os_name(monkeypatch: MonkeyPatch, platform: str, expected: str) -> None:
+@pytest.mark.parametrize(
+    "platform, expected", [("linux", "linux"), ("linux2", "linux"), ("darwin", "mac"), ("win32", "win")]
+)
+def test_os_name(monkeypatch: pytest.MonkeyPatch, platform: str, expected: str) -> None:
     assert utils.os_name() is not None
     monkeypatch.setattr("sys.platform", platform)
     assert utils.os_name() == expected
 
 
-def test_is_mac(monkeypatch: MonkeyPatch) -> None:
+def test_is_mac(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setattr("testcontainers.core.utils.os_name", lambda: "mac")
     assert utils.is_mac()
 
 
-def test_is_linux(monkeypatch: MonkeyPatch) -> None:
+def test_is_linux(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setattr("testcontainers.core.utils.os_name", lambda: "linux")
     assert utils.is_linux()
 
 
-def test_is_windows(monkeypatch: MonkeyPatch) -> None:
+def test_is_windows(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setattr("testcontainers.core.utils.os_name", lambda: "win")
     assert utils.is_windows()
 
 
-def test_is_arm(monkeypatch: MonkeyPatch) -> None:
+def test_is_arm(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setattr("platform.machine", lambda: "x86_64")
     assert not utils.is_arm()
     monkeypatch.setattr("platform.machine", lambda: "arm64")
@@ -41,7 +42,7 @@ def test_is_arm(monkeypatch: MonkeyPatch) -> None:
     assert utils.is_arm()
 
 
-def test_inside_container(monkeypatch: MonkeyPatch) -> None:
+def test_inside_container(monkeypatch: pytest.MonkeyPatch) -> None:
     assert not utils.inside_container()
     monkeypatch.setattr("os.path.exists", lambda _: True)
     assert utils.inside_container()
@@ -51,7 +52,7 @@ def test_raise_for_deprecated_parameters() -> None:
     kwargs = {"key": "value"}
     current = "key"
     replacement = "new_key"
-    with raises(ValueError) as e:
+    with pytest.raises(ValueError) as e:
         result = utils.raise_for_deprecated_parameter(kwargs, current, replacement)
         assert str(e.value) == "Parameter 'deprecated' is deprecated and should be replaced by 'replacement'."
         assert result == {}
diff --git a/tests/core/test_wait_strategies.py b/tests/core/test_wait_strategies.py
index 20f0e2c2c..2f5f3d408 100644
--- a/tests/core/test_wait_strategies.py
+++ b/tests/core/test_wait_strategies.py
@@ -1,21 +1,21 @@
+import itertools
 import logging
 import re
 import time
 from datetime import timedelta
-from unittest.mock import Mock, patch, MagicMock
+from unittest.mock import Mock, patch
+
 import pytest
-import itertools
 
-from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import (
     CompositeWaitStrategy,
-    WaitStrategyTarget,
     FileExistsWaitStrategy,
     HealthcheckWaitStrategy,
     HttpWaitStrategy,
     LogMessageWaitStrategy,
     PortWaitStrategy,
     WaitStrategy,
+    WaitStrategyTarget,
 )
 
 
@@ -485,7 +485,7 @@ def test_wait_until_ready(self, mock_sleep, mock_time, mock_socket, connection_s
             strategy.wait_until_ready(mock_container)
             mock_socket_instance.connect.assert_called_once_with(("localhost", 8080))
         else:
-            with pytest.raises(TimeoutError, match="Port 8080 not available within 1.0 seconds"):
+            with pytest.raises(TimeoutError, match=r"Port 8080 not available within 1.0 seconds"):
                 strategy.wait_until_ready(mock_container)
 
 
@@ -547,7 +547,7 @@ def test_wait_until_ready(self, mock_sleep, mock_time, mock_is_file, file_exists
             strategy.wait_until_ready(mock_container)
             mock_is_file.assert_called()
         else:
-            with pytest.raises(TimeoutError, match="File.*did not exist within.*seconds"):
+            with pytest.raises(TimeoutError, match=r"File.*did not exist within.*seconds"):
                 with caplog.at_level(logging.CRITICAL, logger="testcontainers.core.wait_strategies"):
                     strategy.wait_until_ready(mock_container)
 
diff --git a/tests/core/test_wait_strategies_integration.py b/tests/core/test_wait_strategies_integration.py
index 4e090ab80..e54fc7c9b 100644
--- a/tests/core/test_wait_strategies_integration.py
+++ b/tests/core/test_wait_strategies_integration.py
@@ -1,5 +1,3 @@
-import tempfile
-import time
 from pathlib import Path
 
 import pytest
@@ -34,10 +32,10 @@ class TestDockerComposeIntegration:
 
     def test_compose_service_wait_strategies(self):
         """Test that wait strategies work with Docker Compose services."""
-        from testcontainers.compose import DockerCompose
-        import tempfile
         from pathlib import Path
 
+        from testcontainers.compose import DockerCompose
+
         # Use basic_multiple fixture with two alpine services that output logs
         compose = DockerCompose(
             context=Path(__file__).parent / "compose_fixtures" / "basic_multiple",
@@ -72,7 +70,6 @@ def test_compose_service_wait_strategies(self):
     def test_compose_wait_strategy_timeout(self):
         """Test that compose wait strategies properly timeout."""
         from testcontainers.compose import DockerCompose
-        from pathlib import Path
 
         compose = DockerCompose(
             context=Path(__file__).parent / "compose_fixtures" / "basic", compose_file_name="docker-compose.yaml"
diff --git a/tests/core/test_waiting_utils.py b/tests/core/test_waiting_utils.py
index 635c58c4e..b3cc43056 100644
--- a/tests/core/test_waiting_utils.py
+++ b/tests/core/test_waiting_utils.py
@@ -2,7 +2,7 @@
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import ContainerStatusWaitStrategy
-from testcontainers.core.waiting_utils import wait_for_logs, wait_for, wait_container_is_ready
+from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
 
 def test_wait_for_logs() -> None:

From f777673df0a1e6a7405e30288d73a3a5a38f6d81 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Fri, 5 Jun 2026 22:51:24 +0200
Subject: [PATCH 151/208] fix(doctests): Ensure paths are correct

---
 docs/community/generic.rst                     | 4 ++--
 docs/conf.py                                   | 6 ++++++
 docs/core/README.rst                           | 2 +-
 doctests/conf.py                               | 7 +++++++
 src/testcontainers/community/aws/aws_lambda.py | 2 +-
 src/testcontainers/community/generic/server.py | 2 +-
 src/testcontainers/community/mysql/__init__.py | 7 ++++---
 src/testcontainers/community/sftp/__init__.py  | 4 ++--
 src/testcontainers/compose/compose.py          | 2 +-
 src/testcontainers/core/image.py               | 2 +-
 10 files changed, 26 insertions(+), 12 deletions(-)

diff --git a/docs/community/generic.rst b/docs/community/generic.rst
index 5bec0092c..33e8b31f0 100644
--- a/docs/community/generic.rst
+++ b/docs/community/generic.rst
@@ -11,7 +11,7 @@ FastAPI container that is using :code:`ServerContainer`
     >>> from testcontainers.core.waiting_utils import wait_for_logs
     >>> from testcontainers.core.image import DockerImage
 
-    >>> with DockerImage(path="./tests/community/generic/samples/fastapi", tag="fastapi-test:latest") as image:
+    >>> with DockerImage(path=f"{TEST_DIR}/community/generic/samples/fastapi", tag="fastapi-test:latest") as image:
     ...     with ServerContainer(port=80, image=image) as fastapi_server:
     ...         delay = wait_for_logs(fastapi_server, "Uvicorn running on http://0.0.0.0:80")
     ...         fastapi_server.get_api_url = lambda: fastapi_server._create_connection_url() + "/api/v1/"
@@ -31,7 +31,7 @@ A more advance use-case, where we are using a FastAPI container that is using Re
     ...     redis_container_port = redis.port
     ...     redis_container_ip_address = redis.get_docker_client().bridge_ip(redis._container.id)
 
-    ...     with DockerImage(path="./tests/community/generic/samples/advance_1", tag="advance-1:latest") as image:
+    ...     with DockerImage(path=f"{TEST_DIR}/community/generic/samples/advance_1", tag="advance-1:latest") as image:
     ...         web_server = ServerContainer(port=80, image=image)
     ...         web_server.with_env(key="REDIS_HOST", value=redis_container_ip_address)
     ...         web_server.with_env(key="REDIS_PORT", value=redis_container_port)
diff --git a/docs/conf.py b/docs/conf.py
index 3c37b2bff..2f342cd16 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -18,6 +18,10 @@
 # import sys
 # sys.path.insert(0, os.path.abspath('.'))
 
+from pathlib import Path
+
+BASE_DIR = Path(__file__).parent.parent.resolve()
+TEST_DIR = BASE_DIR / "tests"
 
 # -- General configuration ------------------------------------------------
 
@@ -170,3 +174,5 @@
     ("py:class", "docker.models.containers.ExecResult"),
     ("py:class", "testcontainers.core.docker_client.ContainerInspectInfo"),
 ]
+
+doctest_global_setup = f"TEST_DIR = '{TEST_DIR}'"
diff --git a/docs/core/README.rst b/docs/core/README.rst
index 8fc2aa16e..2358838ac 100644
--- a/docs/core/README.rst
+++ b/docs/core/README.rst
@@ -45,7 +45,7 @@ Using `DockerContainer` and `DockerImage` to create a container:
     >>> from testcontainers.core.waiting_utils import wait_for_logs
     >>> from testcontainers.core.image import DockerImage
 
-    >>> with DockerImage(path="./core/tests/image_fixtures/sample/", tag="test-sample:latest") as image:
+    >>> with DockerImage(path=f"{TEST_DIR}/core/image_fixtures/sample/", tag="test-sample:latest") as image:
     ...     with DockerContainer(str(image)) as container:
     ...         delay = wait_for_logs(container, "Test Sample Image")
 
diff --git a/doctests/conf.py b/doctests/conf.py
index 0822df226..c71b119d7 100644
--- a/doctests/conf.py
+++ b/doctests/conf.py
@@ -1,5 +1,12 @@
+from pathlib import Path
+
+BASE_DIR = Path(__file__).parent.parent.resolve()
+TEST_DIR = BASE_DIR / "tests"
+
 extensions = [
     "sphinx.ext.autodoc",
     "sphinx.ext.doctest",
 ]
 master_doc = "README"
+
+doctest_global_setup = f"TEST_DIR = '{TEST_DIR}'"
diff --git a/src/testcontainers/community/aws/aws_lambda.py b/src/testcontainers/community/aws/aws_lambda.py
index 3b5a71b94..d2c53b5b7 100644
--- a/src/testcontainers/community/aws/aws_lambda.py
+++ b/src/testcontainers/community/aws/aws_lambda.py
@@ -24,7 +24,7 @@ class AWSLambdaContainer(ServerContainer):
             >>> from testcontainers.core.waiting_utils import wait_for_logs
             >>> from testcontainers.core.image import DockerImage
 
-            >>> with DockerImage(path="./modules/aws/tests/lambda_sample", tag="test-lambda:latest") as image:
+            >>> with DockerImage(path=f"{TEST_DIR}/community/aws/lambda_sample", tag="test-lambda:latest") as image:
             ...     with AWSLambdaContainer(image=image, port=8080) as func:
             ...         response = func.send_request(data={'payload': 'some data'})
             ...         assert response.status_code == 200
diff --git a/src/testcontainers/community/generic/server.py b/src/testcontainers/community/generic/server.py
index 3c6c6ccfe..4c8e12778 100644
--- a/src/testcontainers/community/generic/server.py
+++ b/src/testcontainers/community/generic/server.py
@@ -21,7 +21,7 @@ class ServerContainer(DockerContainer):
         >>> from testcontainers.core.waiting_utils import wait_for_logs
         >>> from testcontainers.core.image import DockerImage
 
-        >>> with DockerImage(path="./modules/generic/tests/samples/python_server", tag="test-srv:latest") as image:
+        >>> with DockerImage(path=f"{TEST_DIR}/community/generic/samples/python_server", tag="test-srv:latest") as image:
         ...     with ServerContainer(port=9000, image=image) as srv:
         ...         url = srv._create_connection_url()
         ...         response = httpx.get(f"{url}", timeout=5)
diff --git a/src/testcontainers/community/mysql/__init__.py b/src/testcontainers/community/mysql/__init__.py
index e6a37ebb4..503545b17 100644
--- a/src/testcontainers/community/mysql/__init__.py
+++ b/src/testcontainers/community/mysql/__init__.py
@@ -38,7 +38,7 @@ class MySqlContainer(DbContainer):
             >>> import sqlalchemy
             >>> from testcontainers.community.mysql import MySqlContainer
 
-            >>> with MySqlContainer("mysql:5.7.17", dialect="pymysql") as mysql:
+            >>> with MySqlContainer("mysql:8.0", dialect="pymysql") as mysql:
             ...     engine = sqlalchemy.create_engine(mysql.get_connection_url())
             ...     with engine.begin() as connection:
             ...         result = connection.execute(sqlalchemy.text("select version()"))
@@ -50,12 +50,13 @@ class MySqlContainer(DbContainer):
         automatically.
 
         .. doctest::
+
             >>> import sqlalchemy
             >>> from testcontainers.community.mysql import MySqlContainer
-            >>> with MySqlContainer(seed="../../tests/seeds/") as mysql:
+            >>> with MySqlContainer(seed=f"{TEST_DIR}/community/mysql/seeds/", dialect="pymysql") as mysql:
             ...     engine = sqlalchemy.create_engine(mysql.get_connection_url())
             ...     with engine.begin() as connection:
-            ...         query = "select * from stuff"  # Can now rely on schema/data
+            ...         query = "select name from stuff"
             ...         result = connection.execute(sqlalchemy.text(query))
             ...         first_stuff, = result.fetchone()
 
diff --git a/src/testcontainers/community/sftp/__init__.py b/src/testcontainers/community/sftp/__init__.py
index ae299fcde..f1b54982e 100644
--- a/src/testcontainers/community/sftp/__init__.py
+++ b/src/testcontainers/community/sftp/__init__.py
@@ -199,7 +199,7 @@ class SFTPContainer(DockerContainer):
             ...     host_port = sftp_container.get_exposed_sftp_port()
             ...     ssh = paramiko.SSHClient()
             ...     ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
-            ...     ssh.connect(host_ip, host_port, "basic", "password")
+            ...     ssh.connect(host_ip, host_port, "basic", "password", allow_agent=False, look_for_keys=False)
             ...     # ssh.get(...)
             ...     # ssh.listdir()
             ...     # ssh.chdir("upload")
@@ -219,7 +219,7 @@ class SFTPContainer(DockerContainer):
             ...     ssh = paramiko.SSHClient()
             ...     ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
             ...     private_key_file = sftp_container.users[1].private_key_file
-            ...     ssh.connect(host_ip, host_port, "keypair", key_filename=private_key_file)
+            ...     ssh.connect(host_ip, host_port, "keypair", key_filename=private_key_file, allow_agent=False)
             ...     # ssh.listdir()
             ...     # ssh.get(...)
             ...     # ssh.chdir("upload")
diff --git a/src/testcontainers/compose/compose.py b/src/testcontainers/compose/compose.py
index 38a7dfd0a..9d3a17671 100644
--- a/src/testcontainers/compose/compose.py
+++ b/src/testcontainers/compose/compose.py
@@ -232,7 +232,7 @@ class DockerCompose:
 
             >>> from testcontainers.compose import DockerCompose
 
-            >>> compose = DockerCompose("core/tests/compose_fixtures/basic", compose_file_name="hello.yaml",
+            >>> compose = DockerCompose(f"{TEST_DIR}/core/compose_fixtures/basic", compose_file_name="hello.yaml",
             ...                         pull=True)
             >>> with compose:
             ...     stdout, stderr = compose.get_logs()
diff --git a/src/testcontainers/core/image.py b/src/testcontainers/core/image.py
index 9a39ec1f3..329ebedca 100644
--- a/src/testcontainers/core/image.py
+++ b/src/testcontainers/core/image.py
@@ -27,7 +27,7 @@ class DockerImage:
 
             >>> from testcontainers.core.image import DockerImage
 
-            >>> with DockerImage(path="./core/tests/image_fixtures/sample/", tag="test-image") as image:
+            >>> with DockerImage(path=f"{TEST_DIR}/core/image_fixtures/sample/", tag="test-image") as image:
             ...    logs = image.get_logs()
 
     :param path: Path to the build context

From 627c7f999a5e08242b7342c8714428f25786977b Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Fri, 5 Jun 2026 23:09:34 +0200
Subject: [PATCH 152/208] chore(main): remove module folder completely

---
 modules/index.rst                                   | 11 -----------
 {modules => src/testcontainers/community}/README.md |  0
 2 files changed, 11 deletions(-)
 delete mode 100644 modules/index.rst
 rename {modules => src/testcontainers/community}/README.md (100%)

diff --git a/modules/index.rst b/modules/index.rst
deleted file mode 100644
index d2a67a3d4..000000000
--- a/modules/index.rst
+++ /dev/null
@@ -1,11 +0,0 @@
-Community Modules
-=================
-
-..
-    glob:
-    https://stackoverflow.com/a/44572883/4971476
-
-.. toctree::
-    :glob:
-
-    */README
diff --git a/modules/README.md b/src/testcontainers/community/README.md
similarity index 100%
rename from modules/README.md
rename to src/testcontainers/community/README.md

From ab6cca8e99e9b564aefddfa14edbc48a27d5a7bc Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Fri, 5 Jun 2026 23:45:05 +0200
Subject: [PATCH 153/208] feat(main): make legacy imports available with
 deprecation notice

---
 src/testcontainers/arangodb.py           | 15 +++++
 src/testcontainers/aws.py                | 15 +++++
 src/testcontainers/azurite.py            | 17 ++++++
 src/testcontainers/cassandra.py          | 15 +++++
 src/testcontainers/chroma.py             | 15 +++++
 src/testcontainers/clickhouse.py         | 15 +++++
 src/testcontainers/cockroachdb.py        | 15 +++++
 src/testcontainers/cosmosdb.py           | 17 ++++++
 src/testcontainers/db2.py                | 15 +++++
 src/testcontainers/elasticsearch.py      | 15 +++++
 src/testcontainers/generic.py            | 17 ++++++
 src/testcontainers/google.py             | 17 ++++++
 src/testcontainers/influxdb.py           | 15 +++++
 src/testcontainers/influxdb1.py          | 15 +++++
 src/testcontainers/influxdb2.py          | 15 +++++
 src/testcontainers/k3s.py                | 15 +++++
 src/testcontainers/kafka.py              | 19 ++++++
 src/testcontainers/keycloak.py           | 15 +++++
 src/testcontainers/localstack.py         | 15 +++++
 src/testcontainers/mailpit.py            | 17 ++++++
 src/testcontainers/memcached.py          | 17 ++++++
 src/testcontainers/milvus.py             | 15 +++++
 src/testcontainers/minio.py              | 15 +++++
 src/testcontainers/mongodb.py            | 17 ++++++
 src/testcontainers/mqtt.py               | 15 +++++
 src/testcontainers/mssql.py              | 15 +++++
 src/testcontainers/mysql.py              | 15 +++++
 src/testcontainers/nats.py               | 15 +++++
 src/testcontainers/neo4j.py              | 15 +++++
 src/testcontainers/nginx.py              | 15 +++++
 src/testcontainers/ollama.py             | 17 ++++++
 src/testcontainers/openfga.py            | 15 +++++
 src/testcontainers/opensearch.py         | 15 +++++
 src/testcontainers/oracle.py             | 15 +++++
 src/testcontainers/postgres.py           | 15 +++++
 src/testcontainers/qdrant.py             | 15 +++++
 src/testcontainers/rabbitmq.py           | 15 +++++
 src/testcontainers/redis.py              | 19 ++++++
 src/testcontainers/registry.py           | 15 +++++
 src/testcontainers/scylla.py             | 15 +++++
 src/testcontainers/selenium.py           | 19 ++++++
 src/testcontainers/sftp.py               | 17 ++++++
 src/testcontainers/trino.py              | 15 +++++
 src/testcontainers/valkey.py             | 15 +++++
 src/testcontainers/vault.py              | 15 +++++
 src/testcontainers/weaviate.py           | 15 +++++
 tests/core/test_legacy_module_imports.py | 74 ++++++++++++++++++++++++
 47 files changed, 794 insertions(+)
 create mode 100644 src/testcontainers/arangodb.py
 create mode 100644 src/testcontainers/aws.py
 create mode 100644 src/testcontainers/azurite.py
 create mode 100644 src/testcontainers/cassandra.py
 create mode 100644 src/testcontainers/chroma.py
 create mode 100644 src/testcontainers/clickhouse.py
 create mode 100644 src/testcontainers/cockroachdb.py
 create mode 100644 src/testcontainers/cosmosdb.py
 create mode 100644 src/testcontainers/db2.py
 create mode 100644 src/testcontainers/elasticsearch.py
 create mode 100644 src/testcontainers/generic.py
 create mode 100644 src/testcontainers/google.py
 create mode 100644 src/testcontainers/influxdb.py
 create mode 100644 src/testcontainers/influxdb1.py
 create mode 100644 src/testcontainers/influxdb2.py
 create mode 100644 src/testcontainers/k3s.py
 create mode 100644 src/testcontainers/kafka.py
 create mode 100644 src/testcontainers/keycloak.py
 create mode 100644 src/testcontainers/localstack.py
 create mode 100644 src/testcontainers/mailpit.py
 create mode 100644 src/testcontainers/memcached.py
 create mode 100644 src/testcontainers/milvus.py
 create mode 100644 src/testcontainers/minio.py
 create mode 100644 src/testcontainers/mongodb.py
 create mode 100644 src/testcontainers/mqtt.py
 create mode 100644 src/testcontainers/mssql.py
 create mode 100644 src/testcontainers/mysql.py
 create mode 100644 src/testcontainers/nats.py
 create mode 100644 src/testcontainers/neo4j.py
 create mode 100644 src/testcontainers/nginx.py
 create mode 100644 src/testcontainers/ollama.py
 create mode 100644 src/testcontainers/openfga.py
 create mode 100644 src/testcontainers/opensearch.py
 create mode 100644 src/testcontainers/oracle.py
 create mode 100644 src/testcontainers/postgres.py
 create mode 100644 src/testcontainers/qdrant.py
 create mode 100644 src/testcontainers/rabbitmq.py
 create mode 100644 src/testcontainers/redis.py
 create mode 100644 src/testcontainers/registry.py
 create mode 100644 src/testcontainers/scylla.py
 create mode 100644 src/testcontainers/selenium.py
 create mode 100644 src/testcontainers/sftp.py
 create mode 100644 src/testcontainers/trino.py
 create mode 100644 src/testcontainers/valkey.py
 create mode 100644 src/testcontainers/vault.py
 create mode 100644 src/testcontainers/weaviate.py
 create mode 100644 tests/core/test_legacy_module_imports.py

diff --git a/src/testcontainers/arangodb.py b/src/testcontainers/arangodb.py
new file mode 100644
index 000000000..c371146c5
--- /dev/null
+++ b/src/testcontainers/arangodb.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.arangodb import (
+    ArangoDbContainer,
+)
+
+warnings.warn(
+    "testcontainers.arangodb is deprecated, use testcontainers.community.arangodb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ArangoDbContainer",
+]
diff --git a/src/testcontainers/aws.py b/src/testcontainers/aws.py
new file mode 100644
index 000000000..3562101bb
--- /dev/null
+++ b/src/testcontainers/aws.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.aws import (
+    AWSLambdaContainer,
+)
+
+warnings.warn(
+    "testcontainers.aws is deprecated, use testcontainers.community.aws instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "AWSLambdaContainer",
+]
diff --git a/src/testcontainers/azurite.py b/src/testcontainers/azurite.py
new file mode 100644
index 000000000..dd3b64419
--- /dev/null
+++ b/src/testcontainers/azurite.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.azurite import (
+    AzuriteContainer,
+    ConnectionStringType,
+)
+
+warnings.warn(
+    "testcontainers.azurite is deprecated, use testcontainers.community.azurite instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "AzuriteContainer",
+    "ConnectionStringType",
+]
diff --git a/src/testcontainers/cassandra.py b/src/testcontainers/cassandra.py
new file mode 100644
index 000000000..a936f95de
--- /dev/null
+++ b/src/testcontainers/cassandra.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.cassandra import (
+    CassandraContainer,
+)
+
+warnings.warn(
+    "testcontainers.cassandra is deprecated, use testcontainers.community.cassandra instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "CassandraContainer",
+]
diff --git a/src/testcontainers/chroma.py b/src/testcontainers/chroma.py
new file mode 100644
index 000000000..21d9ea7ca
--- /dev/null
+++ b/src/testcontainers/chroma.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.chroma import (
+    ChromaContainer,
+)
+
+warnings.warn(
+    "testcontainers.chroma is deprecated, use testcontainers.community.chroma instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ChromaContainer",
+]
diff --git a/src/testcontainers/clickhouse.py b/src/testcontainers/clickhouse.py
new file mode 100644
index 000000000..78c460e22
--- /dev/null
+++ b/src/testcontainers/clickhouse.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.clickhouse import (
+    ClickHouseContainer,
+)
+
+warnings.warn(
+    "testcontainers.clickhouse is deprecated, use testcontainers.community.clickhouse instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ClickHouseContainer",
+]
diff --git a/src/testcontainers/cockroachdb.py b/src/testcontainers/cockroachdb.py
new file mode 100644
index 000000000..39c8a32aa
--- /dev/null
+++ b/src/testcontainers/cockroachdb.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.cockroachdb import (
+    CockroachDBContainer,
+)
+
+warnings.warn(
+    "testcontainers.cockroachdb is deprecated, use testcontainers.community.cockroachdb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "CockroachDBContainer",
+]
diff --git a/src/testcontainers/cosmosdb.py b/src/testcontainers/cosmosdb.py
new file mode 100644
index 000000000..9625383a8
--- /dev/null
+++ b/src/testcontainers/cosmosdb.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.cosmosdb import (
+    CosmosDBMongoEndpointContainer,
+    CosmosDBNoSQLEndpointContainer,
+)
+
+warnings.warn(
+    "testcontainers.cosmosdb is deprecated, use testcontainers.community.cosmosdb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "CosmosDBMongoEndpointContainer",
+    "CosmosDBNoSQLEndpointContainer",
+]
diff --git a/src/testcontainers/db2.py b/src/testcontainers/db2.py
new file mode 100644
index 000000000..f7aae6057
--- /dev/null
+++ b/src/testcontainers/db2.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.db2 import (
+    Db2Container,
+)
+
+warnings.warn(
+    "testcontainers.db2 is deprecated, use testcontainers.community.db2 instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "Db2Container",
+]
diff --git a/src/testcontainers/elasticsearch.py b/src/testcontainers/elasticsearch.py
new file mode 100644
index 000000000..2cd217d52
--- /dev/null
+++ b/src/testcontainers/elasticsearch.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.elasticsearch import (
+    ElasticSearchContainer,
+)
+
+warnings.warn(
+    "testcontainers.elasticsearch is deprecated, use testcontainers.community.elasticsearch instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ElasticSearchContainer",
+]
diff --git a/src/testcontainers/generic.py b/src/testcontainers/generic.py
new file mode 100644
index 000000000..2016fa442
--- /dev/null
+++ b/src/testcontainers/generic.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.generic import (
+    ServerContainer,
+    SqlContainer,
+)
+
+warnings.warn(
+    "testcontainers.generic is deprecated, use testcontainers.community.generic instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ServerContainer",
+    "SqlContainer",
+]
diff --git a/src/testcontainers/google.py b/src/testcontainers/google.py
new file mode 100644
index 000000000..dfc177cc7
--- /dev/null
+++ b/src/testcontainers/google.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.google import (
+    DatastoreContainer,
+    PubSubContainer,
+)
+
+warnings.warn(
+    "testcontainers.google is deprecated, use testcontainers.community.google instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "DatastoreContainer",
+    "PubSubContainer",
+]
diff --git a/src/testcontainers/influxdb.py b/src/testcontainers/influxdb.py
new file mode 100644
index 000000000..84abe4ae8
--- /dev/null
+++ b/src/testcontainers/influxdb.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.influxdb import (
+    InfluxDbContainer,
+)
+
+warnings.warn(
+    "testcontainers.influxdb is deprecated, use testcontainers.community.influxdb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "InfluxDbContainer",
+]
diff --git a/src/testcontainers/influxdb1.py b/src/testcontainers/influxdb1.py
new file mode 100644
index 000000000..11a486628
--- /dev/null
+++ b/src/testcontainers/influxdb1.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.influxdb1 import (
+    InfluxDb1Container,
+)
+
+warnings.warn(
+    "testcontainers.influxdb1 is deprecated, use testcontainers.community.influxdb1 instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "InfluxDb1Container",
+]
diff --git a/src/testcontainers/influxdb2.py b/src/testcontainers/influxdb2.py
new file mode 100644
index 000000000..e9efb6765
--- /dev/null
+++ b/src/testcontainers/influxdb2.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.influxdb2 import (
+    InfluxDb2Container,
+)
+
+warnings.warn(
+    "testcontainers.influxdb2 is deprecated, use testcontainers.community.influxdb2 instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "InfluxDb2Container",
+]
diff --git a/src/testcontainers/k3s.py b/src/testcontainers/k3s.py
new file mode 100644
index 000000000..feebb0caf
--- /dev/null
+++ b/src/testcontainers/k3s.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.k3s import (
+    K3SContainer,
+)
+
+warnings.warn(
+    "testcontainers.k3s is deprecated, use testcontainers.community.k3s instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "K3SContainer",
+]
diff --git a/src/testcontainers/kafka.py b/src/testcontainers/kafka.py
new file mode 100644
index 000000000..a79d501db
--- /dev/null
+++ b/src/testcontainers/kafka.py
@@ -0,0 +1,19 @@
+import warnings
+
+from testcontainers.community.kafka import (
+    KafkaContainer,
+    RedpandaContainer,
+    kafka_config,
+)
+
+warnings.warn(
+    "testcontainers.kafka is deprecated, use testcontainers.community.kafka instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "KafkaContainer",
+    "RedpandaContainer",
+    "kafka_config",
+]
diff --git a/src/testcontainers/keycloak.py b/src/testcontainers/keycloak.py
new file mode 100644
index 000000000..25f9c7c11
--- /dev/null
+++ b/src/testcontainers/keycloak.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.keycloak import (
+    KeycloakContainer,
+)
+
+warnings.warn(
+    "testcontainers.keycloak is deprecated, use testcontainers.community.keycloak instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "KeycloakContainer",
+]
diff --git a/src/testcontainers/localstack.py b/src/testcontainers/localstack.py
new file mode 100644
index 000000000..2dc549efb
--- /dev/null
+++ b/src/testcontainers/localstack.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.localstack import (
+    LocalStackContainer,
+)
+
+warnings.warn(
+    "testcontainers.localstack is deprecated, use testcontainers.community.localstack instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "LocalStackContainer",
+]
diff --git a/src/testcontainers/mailpit.py b/src/testcontainers/mailpit.py
new file mode 100644
index 000000000..73463531e
--- /dev/null
+++ b/src/testcontainers/mailpit.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.mailpit import (
+    MailpitContainer,
+    MailpitUser,
+)
+
+warnings.warn(
+    "testcontainers.mailpit is deprecated, use testcontainers.community.mailpit instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MailpitContainer",
+    "MailpitUser",
+]
diff --git a/src/testcontainers/memcached.py b/src/testcontainers/memcached.py
new file mode 100644
index 000000000..819448150
--- /dev/null
+++ b/src/testcontainers/memcached.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.memcached import (
+    MemcachedContainer,
+    MemcachedNotReady,
+)
+
+warnings.warn(
+    "testcontainers.memcached is deprecated, use testcontainers.community.memcached instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MemcachedContainer",
+    "MemcachedNotReady",
+]
diff --git a/src/testcontainers/milvus.py b/src/testcontainers/milvus.py
new file mode 100644
index 000000000..edf0e4963
--- /dev/null
+++ b/src/testcontainers/milvus.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.milvus import (
+    MilvusContainer,
+)
+
+warnings.warn(
+    "testcontainers.milvus is deprecated, use testcontainers.community.milvus instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MilvusContainer",
+]
diff --git a/src/testcontainers/minio.py b/src/testcontainers/minio.py
new file mode 100644
index 000000000..e25e997af
--- /dev/null
+++ b/src/testcontainers/minio.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.minio import (
+    MinioContainer,
+)
+
+warnings.warn(
+    "testcontainers.minio is deprecated, use testcontainers.community.minio instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MinioContainer",
+]
diff --git a/src/testcontainers/mongodb.py b/src/testcontainers/mongodb.py
new file mode 100644
index 000000000..498eca702
--- /dev/null
+++ b/src/testcontainers/mongodb.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.mongodb import (
+    MongoDBAtlasLocalContainer,
+    MongoDbContainer,
+)
+
+warnings.warn(
+    "testcontainers.mongodb is deprecated, use testcontainers.community.mongodb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MongoDBAtlasLocalContainer",
+    "MongoDbContainer",
+]
diff --git a/src/testcontainers/mqtt.py b/src/testcontainers/mqtt.py
new file mode 100644
index 000000000..2bbb5e214
--- /dev/null
+++ b/src/testcontainers/mqtt.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.mqtt import (
+    MosquittoContainer,
+)
+
+warnings.warn(
+    "testcontainers.mqtt is deprecated, use testcontainers.community.mqtt instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MosquittoContainer",
+]
diff --git a/src/testcontainers/mssql.py b/src/testcontainers/mssql.py
new file mode 100644
index 000000000..102f021bd
--- /dev/null
+++ b/src/testcontainers/mssql.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.mssql import (
+    SqlServerContainer,
+)
+
+warnings.warn(
+    "testcontainers.mssql is deprecated, use testcontainers.community.mssql instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "SqlServerContainer",
+]
diff --git a/src/testcontainers/mysql.py b/src/testcontainers/mysql.py
new file mode 100644
index 000000000..7258e0573
--- /dev/null
+++ b/src/testcontainers/mysql.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.mysql import (
+    MySqlContainer,
+)
+
+warnings.warn(
+    "testcontainers.mysql is deprecated, use testcontainers.community.mysql instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "MySqlContainer",
+]
diff --git a/src/testcontainers/nats.py b/src/testcontainers/nats.py
new file mode 100644
index 000000000..d48827692
--- /dev/null
+++ b/src/testcontainers/nats.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.nats import (
+    NatsContainer,
+)
+
+warnings.warn(
+    "testcontainers.nats is deprecated, use testcontainers.community.nats instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "NatsContainer",
+]
diff --git a/src/testcontainers/neo4j.py b/src/testcontainers/neo4j.py
new file mode 100644
index 000000000..6d27e58a0
--- /dev/null
+++ b/src/testcontainers/neo4j.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.neo4j import (
+    Neo4jContainer,
+)
+
+warnings.warn(
+    "testcontainers.neo4j is deprecated, use testcontainers.community.neo4j instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "Neo4jContainer",
+]
diff --git a/src/testcontainers/nginx.py b/src/testcontainers/nginx.py
new file mode 100644
index 000000000..d433c9e0d
--- /dev/null
+++ b/src/testcontainers/nginx.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.nginx import (
+    NginxContainer,
+)
+
+warnings.warn(
+    "testcontainers.nginx is deprecated, use testcontainers.community.nginx instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "NginxContainer",
+]
diff --git a/src/testcontainers/ollama.py b/src/testcontainers/ollama.py
new file mode 100644
index 000000000..aba69f731
--- /dev/null
+++ b/src/testcontainers/ollama.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.ollama import (
+    OllamaContainer,
+    OllamaModel,
+)
+
+warnings.warn(
+    "testcontainers.ollama is deprecated, use testcontainers.community.ollama instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "OllamaContainer",
+    "OllamaModel",
+]
diff --git a/src/testcontainers/openfga.py b/src/testcontainers/openfga.py
new file mode 100644
index 000000000..102f0a8e7
--- /dev/null
+++ b/src/testcontainers/openfga.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.openfga import (
+    OpenFGAContainer,
+)
+
+warnings.warn(
+    "testcontainers.openfga is deprecated, use testcontainers.community.openfga instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "OpenFGAContainer",
+]
diff --git a/src/testcontainers/opensearch.py b/src/testcontainers/opensearch.py
new file mode 100644
index 000000000..df3579cc6
--- /dev/null
+++ b/src/testcontainers/opensearch.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.opensearch import (
+    OpenSearchContainer,
+)
+
+warnings.warn(
+    "testcontainers.opensearch is deprecated, use testcontainers.community.opensearch instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "OpenSearchContainer",
+]
diff --git a/src/testcontainers/oracle.py b/src/testcontainers/oracle.py
new file mode 100644
index 000000000..0c2d238c5
--- /dev/null
+++ b/src/testcontainers/oracle.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.oracle import (
+    OracleDbContainer,
+)
+
+warnings.warn(
+    "testcontainers.oracle is deprecated, use testcontainers.community.oracle instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "OracleDbContainer",
+]
diff --git a/src/testcontainers/postgres.py b/src/testcontainers/postgres.py
new file mode 100644
index 000000000..f8603526d
--- /dev/null
+++ b/src/testcontainers/postgres.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.postgres import (
+    PostgresContainer,
+)
+
+warnings.warn(
+    "testcontainers.postgres is deprecated, use testcontainers.community.postgres instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "PostgresContainer",
+]
diff --git a/src/testcontainers/qdrant.py b/src/testcontainers/qdrant.py
new file mode 100644
index 000000000..531ad99cb
--- /dev/null
+++ b/src/testcontainers/qdrant.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.qdrant import (
+    QdrantContainer,
+)
+
+warnings.warn(
+    "testcontainers.qdrant is deprecated, use testcontainers.community.qdrant instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "QdrantContainer",
+]
diff --git a/src/testcontainers/rabbitmq.py b/src/testcontainers/rabbitmq.py
new file mode 100644
index 000000000..053929b29
--- /dev/null
+++ b/src/testcontainers/rabbitmq.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.rabbitmq import (
+    RabbitMqContainer,
+)
+
+warnings.warn(
+    "testcontainers.rabbitmq is deprecated, use testcontainers.community.rabbitmq instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "RabbitMqContainer",
+]
diff --git a/src/testcontainers/redis.py b/src/testcontainers/redis.py
new file mode 100644
index 000000000..23f2839e7
--- /dev/null
+++ b/src/testcontainers/redis.py
@@ -0,0 +1,19 @@
+import warnings
+
+from testcontainers.community.redis import (
+    AsyncRedisContainer,
+    PingWaitStrategy,
+    RedisContainer,
+)
+
+warnings.warn(
+    "testcontainers.redis is deprecated, use testcontainers.community.redis instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "AsyncRedisContainer",
+    "PingWaitStrategy",
+    "RedisContainer",
+]
diff --git a/src/testcontainers/registry.py b/src/testcontainers/registry.py
new file mode 100644
index 000000000..e57c7f0b7
--- /dev/null
+++ b/src/testcontainers/registry.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.registry import (
+    DockerRegistryContainer,
+)
+
+warnings.warn(
+    "testcontainers.registry is deprecated, use testcontainers.community.registry instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "DockerRegistryContainer",
+]
diff --git a/src/testcontainers/scylla.py b/src/testcontainers/scylla.py
new file mode 100644
index 000000000..643e13b06
--- /dev/null
+++ b/src/testcontainers/scylla.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.scylla import (
+    ScyllaContainer,
+)
+
+warnings.warn(
+    "testcontainers.scylla is deprecated, use testcontainers.community.scylla instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ScyllaContainer",
+]
diff --git a/src/testcontainers/selenium.py b/src/testcontainers/selenium.py
new file mode 100644
index 000000000..27c670ebe
--- /dev/null
+++ b/src/testcontainers/selenium.py
@@ -0,0 +1,19 @@
+import warnings
+
+from testcontainers.community.selenium import (
+    BrowserWebDriverContainer,
+    SeleniumVideoContainer,
+    get_image_name,
+)
+
+warnings.warn(
+    "testcontainers.selenium is deprecated, use testcontainers.community.selenium instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "BrowserWebDriverContainer",
+    "SeleniumVideoContainer",
+    "get_image_name",
+]
diff --git a/src/testcontainers/sftp.py b/src/testcontainers/sftp.py
new file mode 100644
index 000000000..6493af8b1
--- /dev/null
+++ b/src/testcontainers/sftp.py
@@ -0,0 +1,17 @@
+import warnings
+
+from testcontainers.community.sftp import (
+    SFTPContainer,
+    SFTPUser,
+)
+
+warnings.warn(
+    "testcontainers.sftp is deprecated, use testcontainers.community.sftp instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "SFTPContainer",
+    "SFTPUser",
+]
diff --git a/src/testcontainers/trino.py b/src/testcontainers/trino.py
new file mode 100644
index 000000000..4af86818b
--- /dev/null
+++ b/src/testcontainers/trino.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.trino import (
+    TrinoContainer,
+)
+
+warnings.warn(
+    "testcontainers.trino is deprecated, use testcontainers.community.trino instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "TrinoContainer",
+]
diff --git a/src/testcontainers/valkey.py b/src/testcontainers/valkey.py
new file mode 100644
index 000000000..10b150ef8
--- /dev/null
+++ b/src/testcontainers/valkey.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.valkey import (
+    ValkeyContainer,
+)
+
+warnings.warn(
+    "testcontainers.valkey is deprecated, use testcontainers.community.valkey instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "ValkeyContainer",
+]
diff --git a/src/testcontainers/vault.py b/src/testcontainers/vault.py
new file mode 100644
index 000000000..50e48ff64
--- /dev/null
+++ b/src/testcontainers/vault.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.vault import (
+    VaultContainer,
+)
+
+warnings.warn(
+    "testcontainers.vault is deprecated, use testcontainers.community.vault instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "VaultContainer",
+]
diff --git a/src/testcontainers/weaviate.py b/src/testcontainers/weaviate.py
new file mode 100644
index 000000000..07915042e
--- /dev/null
+++ b/src/testcontainers/weaviate.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.weaviate import (
+    WeaviateContainer,
+)
+
+warnings.warn(
+    "testcontainers.weaviate is deprecated, use testcontainers.community.weaviate instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "WeaviateContainer",
+]
diff --git a/tests/core/test_legacy_module_imports.py b/tests/core/test_legacy_module_imports.py
new file mode 100644
index 000000000..e67cec49f
--- /dev/null
+++ b/tests/core/test_legacy_module_imports.py
@@ -0,0 +1,74 @@
+import importlib
+import sys
+
+import pytest
+
+MODULES = {
+    "arangodb": ["ArangoDbContainer"],
+    "aws": ["AWSLambdaContainer"],
+    "azurite": ["AzuriteContainer", "ConnectionStringType"],
+    "cassandra": ["CassandraContainer"],
+    "chroma": ["ChromaContainer"],
+    "clickhouse": ["ClickHouseContainer"],
+    "cockroachdb": ["CockroachDBContainer"],
+    "cosmosdb": ["CosmosDBMongoEndpointContainer", "CosmosDBNoSQLEndpointContainer"],
+    "db2": ["Db2Container"],
+    "elasticsearch": ["ElasticSearchContainer"],
+    "generic": ["ServerContainer", "SqlContainer"],
+    "google": ["DatastoreContainer", "PubSubContainer"],
+    "influxdb": ["InfluxDbContainer"],
+    "influxdb1": ["InfluxDb1Container"],
+    "influxdb2": ["InfluxDb2Container"],
+    "k3s": ["K3SContainer"],
+    "kafka": ["KafkaContainer", "RedpandaContainer", "kafka_config"],
+    "keycloak": ["KeycloakContainer"],
+    "localstack": ["LocalStackContainer"],
+    "mailpit": ["MailpitContainer", "MailpitUser"],
+    "memcached": ["MemcachedContainer", "MemcachedNotReady"],
+    "milvus": ["MilvusContainer"],
+    "minio": ["MinioContainer"],
+    "mongodb": ["MongoDbContainer", "MongoDBAtlasLocalContainer"],
+    "mqtt": ["MosquittoContainer"],
+    "mssql": ["SqlServerContainer"],
+    "mysql": ["MySqlContainer"],
+    "nats": ["NatsContainer"],
+    "neo4j": ["Neo4jContainer"],
+    "nginx": ["NginxContainer"],
+    "ollama": ["OllamaContainer", "OllamaModel"],
+    "openfga": ["OpenFGAContainer"],
+    "opensearch": ["OpenSearchContainer"],
+    "oracle": ["OracleDbContainer"],
+    "postgres": ["PostgresContainer"],
+    "qdrant": ["QdrantContainer"],
+    "rabbitmq": ["RabbitMqContainer"],
+    "redis": ["AsyncRedisContainer", "PingWaitStrategy", "RedisContainer"],
+    "registry": ["DockerRegistryContainer"],
+    "scylla": ["ScyllaContainer"],
+    "selenium": ["BrowserWebDriverContainer", "SeleniumVideoContainer", "get_image_name"],
+    "sftp": ["SFTPContainer", "SFTPUser"],
+    "trino": ["TrinoContainer"],
+    "valkey": ["ValkeyContainer"],
+    "vault": ["VaultContainer"],
+    "weaviate": ["WeaviateContainer"],
+}
+
+
+def _fresh_import(mod: str):
+    full_name = f"testcontainers.{mod}"
+    sys.modules.pop(full_name, None)
+    return importlib.import_module(full_name)
+
+
+@pytest.mark.parametrize("mod,symbols", MODULES.items(), ids=MODULES.keys())
+def test_deprecation_warning(mod, symbols):
+    with pytest.warns(DeprecationWarning, match=f"testcontainers.community.{mod}"):
+        _fresh_import(mod)
+
+
+@pytest.mark.parametrize("mod,symbols", MODULES.items(), ids=MODULES.keys())
+def test_symbols_exported(mod, symbols):
+    imported = _fresh_import(mod)
+    assert hasattr(imported, "__all__")
+    for symbol in symbols:
+        assert symbol in imported.__all__, f"{symbol} missing from testcontainers.{mod}.__all__"
+        assert hasattr(imported, symbol), f"{symbol} not accessible on testcontainers.{mod}"

From 5287fc81d4a90c5c4a447fb19c18b0e37a4d3c12 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Sat, 6 Jun 2026 01:05:59 +0200
Subject: [PATCH 154/208] fix(ci): fix community test selection

Make it based on python. Simplify the module names and add a test that enforces src, tests, pyproject.toml extra and docs are in sync.
---
 .github/workflows/ci-community.yml            | 19 +----
 .../community/{oracle-free.rst => oracle.rst} |  0
 pyproject.toml                                |  2 +-
 scripts/compute_modules.py                    | 32 +++++++
 .../community/influxdb/__init__.py            | 85 ++-----------------
 src/testcontainers/community/influxdb/base.py | 84 ++++++++++++++++++
 .../__init__.py => influxdb/version1.py}      |  2 +-
 .../__init__.py => influxdb/version2.py}      |  2 +-
 src/testcontainers/influxdb1.py               |  2 +-
 src/testcontainers/influxdb2.py               |  2 +-
 tests/community/influxdb/test_influxdb.py     |  4 +-
 .../{oracle-free => oracle}/test_oracle.py    |  0
 tests/core/test_community_definition.py       | 41 +++++++++
 uv.lock                                       | 14 +--
 14 files changed, 180 insertions(+), 109 deletions(-)
 rename docs/community/{oracle-free.rst => oracle.rst} (100%)
 create mode 100644 scripts/compute_modules.py
 create mode 100644 src/testcontainers/community/influxdb/base.py
 rename src/testcontainers/community/{influxdb1/__init__.py => influxdb/version1.py} (97%)
 rename src/testcontainers/community/{influxdb2/__init__.py => influxdb/version2.py} (98%)
 rename tests/community/{oracle-free => oracle}/test_oracle.py (100%)
 create mode 100644 tests/core/test_community_definition.py

diff --git a/.github/workflows/ci-community.yml b/.github/workflows/ci-community.yml
index a43a2661d..68d847f88 100644
--- a/.github/workflows/ci-community.yml
+++ b/.github/workflows/ci-community.yml
@@ -34,26 +34,11 @@ jobs:
           list-files: 'json'
           filters: |
             modules:
-              - 'src/testcontainers/community/**'
-              - 'tests/community/**'
+              - '**'
       - name: Compute modules from files
         id: compute-changes
         run: |
-          modules=$(echo '${{ toJson(steps.changed-files.outputs.modules_files) }}' | jq -c '
-            [.[] |
-              if startswith("src/testcontainers/community/") then split("/")[3]
-              elif startswith("tests/community/") then split("/")[2]
-              else empty
-              end |
-              select(. and (startswith("__") | not)) |
-              if . == "oracle" then "oracle-free"
-              elif . == "influxdb1" or . == "influxdb2" then "influxdb"
-              else .
-              end
-            ] | unique
-          ')
-          echo "computed_modules=$modules"
-          echo "computed_modules=$modules" >> $GITHUB_OUTPUT
+          python3 scripts/compute_modules.py '${{ steps.changed-files.outputs.modules_files }}'
     outputs:
       changed_modules: ${{ steps.compute-changes.outputs.computed_modules }}
 
diff --git a/docs/community/oracle-free.rst b/docs/community/oracle.rst
similarity index 100%
rename from docs/community/oracle-free.rst
rename to docs/community/oracle.rst
diff --git a/pyproject.toml b/pyproject.toml
index c01cc96a8..a4220d2c3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -131,7 +131,7 @@ test = [
   "paramiko>=4",
   "twine>=6.2.0",
   "anyio>=4",
-  "tomli", # required for pyproject.toml tests, TODO: remove once we drop py3.10 support
+  "tomli>=2.0; python_version < '3.11'", # required for pyproject.toml tests, TODO: remove once we drop py3.10 support
   "pytest-xdist>=3.8.0",
 ]
 lint = [
diff --git a/scripts/compute_modules.py b/scripts/compute_modules.py
new file mode 100644
index 000000000..5b338ef2d
--- /dev/null
+++ b/scripts/compute_modules.py
@@ -0,0 +1,32 @@
+#!/usr/bin/env python3
+"""
+Extract the community module names out of lists of changed files.
+"""
+
+import json
+import os
+import sys
+
+
+def compute_modules(files: list[str]) -> list[str]:
+    modules = set()
+    for f in files:
+        if f.startswith("src/testcontainers/community/"):
+            part = f.split("/")[3]
+        elif f.startswith("tests/community/"):
+            part = f.split("/")[2]
+        else:
+            continue
+        if not part or part.startswith("__") or part.endswith(".md"):
+            continue
+        modules.add(part)
+    return sorted(modules)
+
+
+if __name__ == "__main__":
+    files = json.loads(sys.argv[1])
+    modules = compute_modules(files)
+    result = json.dumps(modules)
+    print(f"computed_modules={result}")  # noqa: T201
+    with open(os.environ["GITHUB_OUTPUT"], "a") as fh:
+        fh.write(f"computed_modules={result}\n")
diff --git a/src/testcontainers/community/influxdb/__init__.py b/src/testcontainers/community/influxdb/__init__.py
index 4c4ac46ec..7fe141137 100644
--- a/src/testcontainers/community/influxdb/__init__.py
+++ b/src/testcontainers/community/influxdb/__init__.py
@@ -10,16 +10,13 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
-
 """
-testcontainers/influxdb provides means to spawn an InfluxDB instance within a Docker container.
+testcontainers.community.influxdb provides means to spawn an InfluxDB instance within a Docker container.
 
-- this influxdb.py module provides the common mechanism to spawn an InfluxDB container.
+- The InfluxDbContainer provides the common mechanism to spawn an InfluxDB container.
   You are not likely to use this module directly.
-- import the InfluxDb1Container class from the influxdb1/__init__.py module to spawn
-  a container for an InfluxDB 1.x instance
-- import the InfluxDb2Container class from the influxdb2/__init__.py module to spawn
-  a container for an InfluxDB 2.x instance
+- Import the InfluxDb1Container class to spawn a container for an InfluxDB 1.x instance
+- Import the InfluxDb2Container class to spawn a container for an InfluxDB 2.x instance
 
 The 2 containers are separated in different modules for 2 reasons:
 - because the Docker images are not designed to be used in the same way
@@ -27,74 +24,8 @@
   so you won't have to install dependencies that you do not need
 """
 
-from typing import Optional
-
-from requests import get
-from requests.exceptions import ConnectionError, ReadTimeout
-
-from testcontainers.core.container import DockerContainer
-from testcontainers.core.waiting_utils import wait_container_is_ready
-
-
-class InfluxDbContainer(DockerContainer):
-    """
-    Abstract class for Docker containers of InfluxDB v1 and v2.
-
-    Concrete implementations for InfluxDB 1.x and 2.x are separated iun different packages
-    because their respective clients rely on different Python libraries which we don't want
-    to import at the same time.
-    """
-
-    def __init__(
-        self,
-        # Docker image name
-        image: str,
-        # in the container, the default port for influxdb is often 8086 and not likely to change
-        container_port: int = 8086,
-        # specifies the port on the host machine where influxdb is exposed; a random available port otherwise
-        host_port: Optional[int] = None,
-        **docker_client_kw,
-    ) -> None:
-        super().__init__(image=image, **docker_client_kw)
-        self.container_port = container_port
-        self.host_port = host_port
-        self.with_bind_ports(self.container_port, self.host_port)
-
-    def get_url(self) -> str:
-        """
-        Returns the url to interact with the InfluxDB container (health check, REST API, etc.)
-        """
-        host = self.get_container_host_ip()
-        port = self.get_exposed_port(self.container_port)
-
-        return f"http://{host}:{port}"
-
-    @wait_container_is_ready(ConnectionError, ReadTimeout)
-    def _health_check(self) -> dict:
-        """
-        Performs a health check on the running InfluxDB container.
-        The call is retried until it works thanks to the @wait_container_is_ready decorator.
-        See its documentation for the max number of retries or the timeout.
-        """
-
-        url = self.get_url()
-        response = get(f"{url}/health", timeout=1)
-        response.raise_for_status()
-
-        return response.json()
-
-    def get_influxdb_version(self) -> str:
-        """
-        Returns the version of the InfluxDB service, as returned by the healthcheck.
-        """
-
-        return self._health_check().get("version")
-
-    def start(self) -> "InfluxDbContainer":
-        """
-        Spawns a container of the InfluxDB Docker image, ready to be used.
-        """
-        super().start()
-        self._health_check()
+from .base import InfluxDbContainer
+from .version1 import InfluxDb1Container
+from .version2 import InfluxDb2Container
 
-        return self
+__all__ = ["InfluxDb1Container", "InfluxDb2Container", "InfluxDbContainer"]
diff --git a/src/testcontainers/community/influxdb/base.py b/src/testcontainers/community/influxdb/base.py
new file mode 100644
index 000000000..5636dd985
--- /dev/null
+++ b/src/testcontainers/community/influxdb/base.py
@@ -0,0 +1,84 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+from typing import Optional
+
+from requests import get
+from requests.exceptions import ConnectionError, ReadTimeout
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.waiting_utils import wait_container_is_ready
+
+
+class InfluxDbContainer(DockerContainer):
+    """
+    Abstract class for Docker containers of InfluxDB v1 and v2.
+
+    Concrete implementations for InfluxDB 1.x and 2.x are separated iun different packages
+    because their respective clients rely on different Python libraries which we don't want
+    to import at the same time.
+    """
+
+    def __init__(
+        self,
+        # Docker image name
+        image: str,
+        # in the container, the default port for influxdb is often 8086 and not likely to change
+        container_port: int = 8086,
+        # specifies the port on the host machine where influxdb is exposed; a random available port otherwise
+        host_port: Optional[int] = None,
+        **docker_client_kw,
+    ) -> None:
+        super().__init__(image=image, **docker_client_kw)
+        self.container_port = container_port
+        self.host_port = host_port
+        self.with_bind_ports(self.container_port, self.host_port)
+
+    def get_url(self) -> str:
+        """
+        Returns the url to interact with the InfluxDB container (health check, REST API, etc.)
+        """
+        host = self.get_container_host_ip()
+        port = self.get_exposed_port(self.container_port)
+
+        return f"http://{host}:{port}"
+
+    @wait_container_is_ready(ConnectionError, ReadTimeout)
+    def _health_check(self) -> dict:
+        """
+        Performs a health check on the running InfluxDB container.
+        The call is retried until it works thanks to the @wait_container_is_ready decorator.
+        See its documentation for the max number of retries or the timeout.
+        """
+
+        url = self.get_url()
+        response = get(f"{url}/health", timeout=1)
+        response.raise_for_status()
+
+        return response.json()
+
+    def get_influxdb_version(self) -> str:
+        """
+        Returns the version of the InfluxDB service, as returned by the healthcheck.
+        """
+
+        return self._health_check().get("version")
+
+    def start(self) -> "InfluxDbContainer":
+        """
+        Spawns a container of the InfluxDB Docker image, ready to be used.
+        """
+        super().start()
+        self._health_check()
+
+        return self
diff --git a/src/testcontainers/community/influxdb1/__init__.py b/src/testcontainers/community/influxdb/version1.py
similarity index 97%
rename from src/testcontainers/community/influxdb1/__init__.py
rename to src/testcontainers/community/influxdb/version1.py
index 8cabf2bc6..7461eb362 100644
--- a/src/testcontainers/community/influxdb1/__init__.py
+++ b/src/testcontainers/community/influxdb/version1.py
@@ -15,7 +15,7 @@
 
 from influxdb import InfluxDBClient
 
-from testcontainers.community.influxdb import InfluxDbContainer
+from .base import InfluxDbContainer
 
 
 class InfluxDb1Container(InfluxDbContainer):
diff --git a/src/testcontainers/community/influxdb2/__init__.py b/src/testcontainers/community/influxdb/version2.py
similarity index 98%
rename from src/testcontainers/community/influxdb2/__init__.py
rename to src/testcontainers/community/influxdb/version2.py
index 6226e8c43..0d10617d7 100644
--- a/src/testcontainers/community/influxdb2/__init__.py
+++ b/src/testcontainers/community/influxdb/version2.py
@@ -16,7 +16,7 @@
 
 from influxdb_client import InfluxDBClient, Organization
 
-from testcontainers.community.influxdb import InfluxDbContainer
+from .base import InfluxDbContainer
 
 
 class InfluxDb2Container(InfluxDbContainer):
diff --git a/src/testcontainers/influxdb1.py b/src/testcontainers/influxdb1.py
index 11a486628..aa84ba58a 100644
--- a/src/testcontainers/influxdb1.py
+++ b/src/testcontainers/influxdb1.py
@@ -1,6 +1,6 @@
 import warnings
 
-from testcontainers.community.influxdb1 import (
+from testcontainers.community.influxdb import (
     InfluxDb1Container,
 )
 
diff --git a/src/testcontainers/influxdb2.py b/src/testcontainers/influxdb2.py
index e9efb6765..293da1fa3 100644
--- a/src/testcontainers/influxdb2.py
+++ b/src/testcontainers/influxdb2.py
@@ -1,6 +1,6 @@
 import warnings
 
-from testcontainers.community.influxdb2 import (
+from testcontainers.community.influxdb import (
     InfluxDb2Container,
 )
 
diff --git a/tests/community/influxdb/test_influxdb.py b/tests/community/influxdb/test_influxdb.py
index 357d23df3..cecbbc98e 100644
--- a/tests/community/influxdb/test_influxdb.py
+++ b/tests/community/influxdb/test_influxdb.py
@@ -18,9 +18,7 @@
 from influxdb_client import Bucket
 from influxdb_client.client.write_api import SYNCHRONOUS
 
-from testcontainers.community.influxdb import InfluxDbContainer
-from testcontainers.community.influxdb1 import InfluxDb1Container
-from testcontainers.community.influxdb2 import InfluxDb2Container
+from testcontainers.community.influxdb import InfluxDb1Container, InfluxDb2Container, InfluxDbContainer
 
 
 @pytest.mark.parametrize(
diff --git a/tests/community/oracle-free/test_oracle.py b/tests/community/oracle/test_oracle.py
similarity index 100%
rename from tests/community/oracle-free/test_oracle.py
rename to tests/community/oracle/test_oracle.py
diff --git a/tests/core/test_community_definition.py b/tests/core/test_community_definition.py
new file mode 100644
index 000000000..2f1138f02
--- /dev/null
+++ b/tests/core/test_community_definition.py
@@ -0,0 +1,41 @@
+from __future__ import annotations
+
+from pathlib import Path
+
+import pytest
+
+try:
+    import tomllib  # type: ignore[import-not-found]
+except ImportError:
+    import tomli as tomllib  # type: ignore[no-retyping, unused-ignore]
+
+
+BASE_DIR = Path(__file__).parent.parent.parent.resolve()
+PYPROJECT_TOML = BASE_DIR / "pyproject.toml"
+SRC_DIR = BASE_DIR / "src" / "testcontainers" / "community"
+DOCS_DIR = BASE_DIR / "docs" / "community"
+TESTS_DIR = BASE_DIR / "tests" / "community"
+
+SRC_MODULES = frozenset({f.stem for f in SRC_DIR.iterdir() if f.is_dir()})
+DOCS_MODULES = frozenset({f.stem for f in DOCS_DIR.glob("*.rst")})
+TESTS_MODULES = frozenset({f.stem for f in TESTS_DIR.iterdir() if f.is_dir()})
+
+ALL_MODULES = frozenset((SRC_MODULES | DOCS_MODULES | TESTS_MODULES) - {"__init__", "__pycache__"})
+
+
+@pytest.fixture(scope="session")
+def pyproject_toml_extra() -> frozenset[str]:
+    with PYPROJECT_TOML.open("rb") as f:
+        pyproject = tomllib.load(f)
+    return frozenset(pyproject["project"]["optional-dependencies"].keys())
+
+
+@pytest.mark.parametrize("module", sorted(ALL_MODULES))
+def test_community_definition(module: str, pyproject_toml_extra: frozenset[str]) -> None:
+    """
+    Check that community modules defined in docs, src, tests and pyproject.toml extras are in sync
+    """
+    assert module in SRC_MODULES, f"{module} is missing in src/testcontainers/community"
+    assert module in DOCS_MODULES, f"{module} is missing in docs/community"
+    assert module in TESTS_MODULES, f"{module} is missing in tests/community"
+    assert module in pyproject_toml_extra, f"{module} is missing in pyproject.toml extras"
diff --git a/uv.lock b/uv.lock
index e01ce500f..53ecd067a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,16 +501,16 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.23"
+version = "1.43.21"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/51/7e/18f6d87625930231708681ccfba20c2c6ade8d977c37d388992c0589efdd/boto3-1.43.23.tar.gz", hash = "sha256:5d26498702ffd021dc0d57d0eefcc7101cd995ea0ed08c057c9b631efccbaa48", size = 113242, upload-time = "2026-06-04T19:39:37.651Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1e/f2/0ef88b6584285002a8a8000e34340f56e82681ad2b8a76ea8bd3ecaa5cb9/boto3-1.43.21.tar.gz", hash = "sha256:6dfeb70bf4f9a3514b91c7199f475f71f939199d62f9c63cd555b033fb283f89", size = 113157, upload-time = "2026-06-03T07:09:23.263Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3a/1e/27b67ee4d10cc755aa9a35d45aa476d7bb2366c4dea91b0db94fa0fe27bd/boto3-1.43.23-py3-none-any.whl", hash = "sha256:8afc058924ef8a5c62467fe2e1e2e0304c22018587a044714da89f9c602ba856", size = 140536, upload-time = "2026-06-04T19:39:34.657Z" },
+    { url = "https://files.pythonhosted.org/packages/01/ea/5352950cbee9d1e8392e5396ddbc6defc982414e2abc004b501139bce13c/boto3-1.43.21-py3-none-any.whl", hash = "sha256:8bb863b32dabe5baa4f2e3701778c259243ba117e4811a595411819958c4fb1b", size = 140534, upload-time = "2026-06-03T07:09:21.18Z" },
 ]
 
 [[package]]
@@ -5554,7 +5554,7 @@ dev = [
     { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb" },
-    { name = "tomli" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "twine" },
     { name = "types-docker" },
     { name = "types-paramiko" },
@@ -5595,7 +5595,7 @@ test = [
     { name = "pytest-xdist" },
     { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb" },
-    { name = "tomli" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "twine" },
 ]
 
@@ -5684,7 +5684,7 @@ dev = [
     { name = "sphinx", marker = "python_full_version >= '3.11'", specifier = ">=9" },
     { name = "sqlalchemy", specifier = ">=2" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
-    { name = "tomli" },
+    { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
     { name = "twine", specifier = ">=6.2.0" },
     { name = "types-docker", specifier = ">=7.1.0.20260518" },
     { name = "types-paramiko", specifier = ">=4" },
@@ -5724,7 +5724,7 @@ test = [
     { name = "pytest-xdist", specifier = ">=3.8.0" },
     { name = "sqlalchemy", specifier = ">=2" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
-    { name = "tomli" },
+    { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
     { name = "twine", specifier = ">=6.2.0" },
 ]
 

From b21eccdee23504a5a28159f62c39f126c02b544e Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Sat, 6 Jun 2026 01:24:39 +0200
Subject: [PATCH 155/208] fix(ci): correct coverage paths

---
 pyproject.toml | 16 +++++++++++++---
 1 file changed, 13 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a4220d2c3..2e3864585 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -210,12 +210,22 @@ exclude_lines = [
 ]
 
 [tool.coverage.paths]
-source = [
+# only consider non-community/core packages for the coverage.
+# Community packages are run conditionally anyway.
+core = [
     "src/testcontainers/core",
+    "*/site-packages/testcontainers/core",
+    "*/dist-packages/testcontainers/core",
+]
+compose = [
     "src/testcontainers/compose",
+    "*/site-packages/testcontainers/compose",
+    "*/dist-packages/testcontainers/compose",
+]
+concat = [
     "src/testcontainers/cocat",
-    "*/site-packages/testcontainers",
-    "*/dist-packages/testcontainers",
+    "*/site-packages/testcontainer/cocat",
+    "*/dist-packages/testcontainers/cocat",
 ]
 
 [tool.ruff]

From 3bdc561c0c03aad955e13b4e357cec74a0ebf5f3 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Sat, 6 Jun 2026 01:35:44 +0200
Subject: [PATCH 156/208] fix(ci): ignore TYPE_CHECKING block in coverage

---
 pyproject.toml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2e3864585..c7352b6f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -204,9 +204,10 @@ branch = true
 omit = ["oracle.py"]
 
 [tool.coverage.report]
-exclude_lines = [
+exclude_also = [
   "pass",
   "raise NotImplementedError",
+  "if TYPE_CHECKING:",
 ]
 
 [tool.coverage.paths]

From 592c6d17e50ee83b7e390dc56197d2b214c856e5 Mon Sep 17 00:00:00 2001
From: Carli* Freudenberg <kound@posteo.de>
Date: Sat, 6 Jun 2026 01:39:35 +0200
Subject: [PATCH 157/208] fix(ci): ignore @overload in coverage

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index c7352b6f8..7a4797077 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -208,6 +208,7 @@ exclude_also = [
   "pass",
   "raise NotImplementedError",
   "if TYPE_CHECKING:",
+  "@overload",
 ]
 
 [tool.coverage.paths]

From 1c53c914b508b54c84cd55ca09ebfa115476c1e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 6 Jun 2026 12:55:45 +0300
Subject: [PATCH 158/208] chore(deps-dev): bump ruff from 0.15.15 to 0.15.16
 (#1042)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.15 to 0.15.16.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.15.16</h2>
<h2>Release Notes</h2>
<p>Released on 2026-06-04.</p>
<h3>Preview features</h3>
<ul>
<li>[<code>flake8-async</code>] Implement
<code>yield-in-context-manager-in-async-generator</code>
(<code>ASYNC119</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24644">#24644</a>)</li>
<li>[<code>pylint</code>] Narrow diagnostic range and exclude cases
without exception handlers (<code>PLW0717</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25440">#25440</a>)</li>
<li>[<code>ruff</code>] Treat <code>yield</code> before
<code>break</code> from a terminal loop as terminal
(<code>RUF075</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25447">#25447</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>eradicate</code>] Avoid flagging <code>ruff:ignore</code>
comments as code (<code>ERA001</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25537">#25537</a>)</li>
<li>[<code>eradicate</code>] Fix <code>ERA001</code>/<code>RUF100</code>
conflict when <code>noqa</code> is on commented-out code (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25414">#25414</a>)</li>
<li>[<code>pyflakes</code>] Avoid removing the <code>format</code> call
when it would change behavior (<code>F523</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25320">#25320</a>)</li>
<li>[<code>pylint</code>] Avoid syntax errors in invalid character
replacements in f-strings before Python 3.12 (<code>PLE2510</code>,
<code>PLE2512</code>, <code>PLE2513</code>, <code>PLE2514</code>,
<code>PLE2515</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25544">#25544</a>)</li>
<li>[<code>pyupgrade</code>] Avoid converting <code>format</code> calls
with more kinds of side effects (<code>UP032</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25484">#25484</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-pytest-style</code>] Avoid fixes for ambiguous
<code>argnames</code> and <code>argvalues</code> combinations
(<code>PT006</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24776">#24776</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Drop excess capacity from statement suites during parsing (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25368">#25368</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>[<code>pydocstyle</code>] Improve discoverability of rules enabled
for each convention (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24973">#24973</a>)</li>
<li>[<code>ruff</code>] Restore example code for Python versions before
3.15 (<code>RUF017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25439">#25439</a>)</li>
<li>Fix typo <code>bin/active</code> → <code>bin/activate</code> in
tutorial (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25473">#25473</a>)</li>
</ul>
<h3>Other changes</h3>
<ul>
<li>Shrink additional parser AST collections (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25465">#25465</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/Redslayer112"><code>@​Redslayer112</code></a></li>
<li><a
href="https://github.com/koriyoshi2041"><code>@​koriyoshi2041</code></a></li>
<li><a
href="https://github.com/George-Ogden"><code>@​George-Ogden</code></a></li>
<li><a
href="https://github.com/TejasAmle"><code>@​TejasAmle</code></a></li>
<li><a
href="https://github.com/anishgirianish"><code>@​anishgirianish</code></a></li>
<li><a href="https://github.com/ntBre"><code>@​ntBre</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a
href="https://github.com/loganrosen"><code>@​loganrosen</code></a></li>
<li><a
href="https://github.com/RafaelJohn9"><code>@​RafaelJohn9</code></a></li>
<li><a
href="https://github.com/adityasingh2400"><code>@​adityasingh2400</code></a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.15.16</h2>
<p>Released on 2026-06-04.</p>
<h3>Preview features</h3>
<ul>
<li>[<code>flake8-async</code>] Implement
<code>yield-in-context-manager-in-async-generator</code>
(<code>ASYNC119</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24644">#24644</a>)</li>
<li>[<code>pylint</code>] Narrow diagnostic range and exclude cases
without exception handlers (<code>PLW0717</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25440">#25440</a>)</li>
<li>[<code>ruff</code>] Treat <code>yield</code> before
<code>break</code> from a terminal loop as terminal
(<code>RUF075</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25447">#25447</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>eradicate</code>] Avoid flagging <code>ruff:ignore</code>
comments as code (<code>ERA001</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25537">#25537</a>)</li>
<li>[<code>eradicate</code>] Fix <code>ERA001</code>/<code>RUF100</code>
conflict when <code>noqa</code> is on commented-out code (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25414">#25414</a>)</li>
<li>[<code>pyflakes</code>] Avoid removing the <code>format</code> call
when it would change behavior (<code>F523</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25320">#25320</a>)</li>
<li>[<code>pylint</code>] Avoid syntax errors in invalid character
replacements in f-strings before Python 3.12 (<code>PLE2510</code>,
<code>PLE2512</code>, <code>PLE2513</code>, <code>PLE2514</code>,
<code>PLE2515</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25544">#25544</a>)</li>
<li>[<code>pyupgrade</code>] Avoid converting <code>format</code> calls
with more kinds of side effects (<code>UP032</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25484">#25484</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-pytest-style</code>] Avoid fixes for ambiguous
<code>argnames</code> and <code>argvalues</code> combinations
(<code>PT006</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24776">#24776</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Drop excess capacity from statement suites during parsing (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25368">#25368</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>[<code>pydocstyle</code>] Improve discoverability of rules enabled
for each convention (<a
href="https://redirect.github.com/astral-sh/ruff/pull/24973">#24973</a>)</li>
<li>[<code>ruff</code>] Restore example code for Python versions before
3.15 (<code>RUF017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25439">#25439</a>)</li>
<li>Fix typo <code>bin/active</code> → <code>bin/activate</code> in
tutorial (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25473">#25473</a>)</li>
</ul>
<h3>Other changes</h3>
<ul>
<li>Shrink additional parser AST collections (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25465">#25465</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/Redslayer112"><code>@​Redslayer112</code></a></li>
<li><a
href="https://github.com/koriyoshi2041"><code>@​koriyoshi2041</code></a></li>
<li><a
href="https://github.com/George-Ogden"><code>@​George-Ogden</code></a></li>
<li><a
href="https://github.com/TejasAmle"><code>@​TejasAmle</code></a></li>
<li><a
href="https://github.com/anishgirianish"><code>@​anishgirianish</code></a></li>
<li><a href="https://github.com/ntBre"><code>@​ntBre</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a
href="https://github.com/loganrosen"><code>@​loganrosen</code></a></li>
<li><a
href="https://github.com/RafaelJohn9"><code>@​RafaelJohn9</code></a></li>
<li><a
href="https://github.com/adityasingh2400"><code>@​adityasingh2400</code></a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/astral-sh/ruff/commit/6c498ab5394edc5622d7f348e12956bf86203716"><code>6c498ab</code></a>
Bump 0.15.16 (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25635">#25635</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/e51e132831c4e1c4a5ac00fca4c9256354ab99bf"><code>e51e132</code></a>
[<code>flake8-async</code>] Implement
<code>yield-in-context-manager-in-async-generator</code> (`AS...</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/7c6dcd9f2611999c449143d241c582dedf287964"><code>7c6dcd9</code></a>
[ty] Add caching for pattern match narrowing (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25613">#25613</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/27058fc071b542bf06395ba89cabed061d313ca6"><code>27058fc</code></a>
[ty] Compact retained definition and expression identities (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25606">#25606</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/bf80d05f007c939799f530c9e775ed9449f5b2eb"><code>bf80d05</code></a>
Fix CODEOWNERS syntax (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25622">#25622</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/10ccd511e94a81d1e836b174f1c553a73ff3f1b3"><code>10ccd51</code></a>
Shrink additional parser AST collections (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25465">#25465</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/0d7135f4d23e7f4d8404daed16b9ef11d14f3fb9"><code>0d7135f</code></a>
[ty] Upgrade Salsa (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25545">#25545</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/49493a3cea83a08fa9aa143695017c816a540f1d"><code>49493a3</code></a>
[ty] Show type alias value on hover (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25381">#25381</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/85207d3b7657a84252f266766cb0d56034dc21cc"><code>85207d3</code></a>
[ty] sys.implementation.version is not sys.version_info (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25608">#25608</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/a8a0614348c1fcf47fc9b666eff61a103914d520"><code>a8a0614</code></a>
[ty] Avoid retaining duplicate function signatures (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25609">#25609</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.15.15...0.15.16">compare
view</a></li>
</ul>
</details>
<br />


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---
 uv.lock | 42 +++++++++++++++++++++---------------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/uv.lock b/uv.lock
index 53ecd067a..488706d14 100644
--- a/uv.lock
+++ b/uv.lock
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From a3f60fc16f70d110d3f5e7c4a56b87e091144608 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 6 Jun 2026 12:56:41 +0300
Subject: [PATCH 159/208] chore(deps): bump google-cloud-pubsub from 2.38.0 to
 2.39.0 (#1043)

Bumps
[google-cloud-pubsub](https://github.com/googleapis/google-cloud-python)
from 2.38.0 to 2.39.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/googleapis/google-cloud-python/releases">google-cloud-pubsub's
releases</a>.</em></p>
<blockquote>
<h2>google-cloud-pubsub: v2.39.0</h2>
<h2><a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-pubsub-v2.38.0...google-cloud-pubsub-v2.39.0">v2.39.0</a>
(2026-06-02)</h2>
<h3>Features</h3>
<ul>
<li>regenerate pubsub library using gapic-generator v1.32.0 (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17167">#17167</a>)
(<a
href="https://github.com/googleapis/google-cloud-python/commit/01d3127d">01d3127d</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>resolve issue with pubsub generation (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17219">#17219</a>)
(<a
href="https://github.com/googleapis/google-cloud-python/commit/b21c1d44">b21c1d44</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/5accbb42b3f8372c4d03ef59a6b0000b165f2200"><code>5accbb4</code></a>
chore: librarian release pull request: 20260602T021047Z (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17336">#17336</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/86e57cb9b6ec4266773e99e8a5f60eda78cd1e11"><code>86e57cb</code></a>
fix(spanner_dbapi): replace insecure pickle with json for partition
deseriali...</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/6b62cb6fb3de94326b8944ae08a400c12529cad2"><code>6b62cb6</code></a>
feat(bigframes): Add ai_generate functions to the dataframe bq accessor
(<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17302">#17302</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/54fd04b618127ca20ae8f183734ea07add1af876"><code>54fd04b</code></a>
chore: librarian release pull request: 20260529T145921Z (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17312">#17312</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/c04f892621ceeefb5e2dcbf2b9ea0dddb1b9ad31"><code>c04f892</code></a>
chore: update googleapis and regenerate (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17313">#17313</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/1c2e24f3da44ecfdefe9acb099e28d41d66d46d2"><code>1c2e24f</code></a>
chore: generate google-cloud-monitoring-dashboards (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17309">#17309</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/06965d82a9676c6e0797bf20e616f2d14332c443"><code>06965d8</code></a>
chore: generate google-cloud-containeranalysis (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17308">#17308</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/20242246da615ef75d7ed64e0dfd2d6f72537583"><code>2024224</code></a>
chore: generate grafeas (<a
href="https://redirect.github.com/googleapis/google-cloud-python/issues/17307">#17307</a>)</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/9f2ed920d6525f1a1dd51c1b09ca848a04c28c78"><code>9f2ed92</code></a>
chore(spanner): deprecate experimental host option/parameter to replace
with ...</li>
<li><a
href="https://github.com/googleapis/google-cloud-python/commit/7813ca4e59dfc3d9e1546b9b5f0acba9e7536a8e"><code>7813ca4</code></a>
chore: add missing nox sessions and polish dependencies in
sqlalchemy-spanner...</li>
<li>Additional commits viewable in <a
href="https://github.com/googleapis/google-cloud-python/compare/google-cloud-pubsub-v2.38.0...google-cloud-pubsub-v2.39.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=google-cloud-pubsub&package-manager=uv&previous-version=2.38.0&new-version=2.39.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/uv.lock b/uv.lock
index 488706d14..2321f1b63 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1476,22 +1476,22 @@ wheels = [
 
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     { name = "google-auth" },
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-    { name = "grpcio", marker = "python_full_version < '3.14'" },
+    { name = "grpcio" },
     { name = "grpcio-status" },
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 [[package]]

From ba425862a323dc2ce25c8f34d0c9e2a3c8cc7482 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 6 Jun 2026 13:02:28 +0300
Subject: [PATCH 160/208] chore(deps): bump nats-py from 2.14.0 to 2.15.0
 (#1041)

Bumps [nats-py](https://github.com/nats-io/nats.py) from 2.14.0 to
2.15.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/nats-io/nats.py/releases">nats-py's
releases</a>.</em></p>
<blockquote>
<h2>Release v2.15.0</h2>
<p>Minor release of the <code>nats-py</code> client.</p>
<pre><code>pip install nats-py
</code></pre>
<h2>Added</h2>
<ul>
<li>Lame duck mode handling for graceful reconnection (<a
href="https://redirect.github.com/nats-io/nats.py/issues/869">#869</a>)</li>
<li><code>rtt</code> method to <code>Client</code> for measuring
round-trip time (<a
href="https://redirect.github.com/nats-io/nats.py/issues/858">#858</a>)</li>
<li><code>client_ip</code> property to <code>Client</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/861">#861</a>)</li>
<li><code>consumer_limits</code> support to <code>StreamConfig</code>
(<a
href="https://redirect.github.com/nats-io/nats.py/issues/780">#780</a>)</li>
<li><code>first_seq</code> support to <code>StreamConfig</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/779">#779</a>)</li>
<li><code>limit_marker_ttl</code> support for KV watchers (<a
href="https://redirect.github.com/nats-io/nats.py/issues/911">#911</a>)</li>
<li><code>updates_only</code> mode to object store watch (<a
href="https://redirect.github.com/nats-io/nats.py/issues/666">#666</a>)</li>
<li>Stream created datetime to <code>StreamInfo</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/772">#772</a>)</li>
<li>JetStream direct get timestamp parsing (<a
href="https://redirect.github.com/nats-io/nats.py/issues/810">#810</a>)</li>
<li>Send <code>auth_token</code> alongside nkey/JWT in
<code>CONNECT</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/900">#900</a>)</li>
</ul>
<h2>Changed</h2>
<ul>
<li>Replace <code>email.parser</code> path in
<code>_process_headers</code> with a byte-level parser (<a
href="https://redirect.github.com/nats-io/nats.py/issues/928">#928</a>)</li>
<li>Restrict <code>msg_ttl</code> to the create and purge key-value
operations (<a
href="https://redirect.github.com/nats-io/nats.py/issues/834">#834</a>)</li>
<li>Validate stream and consumer names before API requests (<a
href="https://redirect.github.com/nats-io/nats.py/issues/890">#890</a>)</li>
<li>Avoid <code>$JS.API.STREAM.NAMES</code> call since the stream name
is known (<a
href="https://redirect.github.com/nats-io/nats.py/issues/807">#807</a>)</li>
<li>Use a string default in <code>connect()</code> to avoid a mutable
default argument (<a
href="https://redirect.github.com/nats-io/nats.py/issues/884">#884</a>)</li>
<li>Replace deprecated <code>asyncio.iscoroutinefunction</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/932">#932</a>)</li>
<li>Migrate the build from setuptools to <code>uv_build</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/813">#813</a>)</li>
<li>Include the <code>LICENSE</code> file in the nats-py sdist (<a
href="https://redirect.github.com/nats-io/nats.py/issues/840">#840</a>)</li>
</ul>
<h2>Fixed</h2>
<ul>
<li>Avoid hang when <code>KeyWatcher.stop()</code> runs on a full queue
(<a
href="https://redirect.github.com/nats-io/nats.py/issues/899">#899</a>)</li>
<li>Fix <code>PullSubscription.fetch</code> hang due to an orphan
lingering request (<a
href="https://redirect.github.com/nats-io/nats.py/issues/934">#934</a>)</li>
<li>Fix flush hanging when internal tasks are cancelled externally (<a
href="https://redirect.github.com/nats-io/nats.py/issues/853">#853</a>)</li>
<li>Avoid cancelling the current task on close (<a
href="https://redirect.github.com/nats-io/nats.py/issues/841">#841</a>)</li>
<li>Guard <code>close()</code> against a <code>None</code>
<code>_io_reader</code> (<a
href="https://redirect.github.com/nats-io/nats.py/issues/839">#839</a>)</li>
<li>Fix dropped message when cancelling the subscription messages
iterator (<a
href="https://redirect.github.com/nats-io/nats.py/issues/804">#804</a>)</li>
<li>Handle CAS error code 10164 in KV update (<a
href="https://redirect.github.com/nats-io/nats.py/issues/883">#883</a>)</li>
<li>Strip whitespace from nkeys seed input (<a
href="https://redirect.github.com/nats-io/nats.py/issues/882">#882</a>)</li>
<li>Disable WebSocket max message size (<a
href="https://redirect.github.com/nats-io/nats.py/issues/855">#855</a>)</li>
<li>Handle non-binary WebSocket frame types (<a
href="https://redirect.github.com/nats-io/nats.py/issues/893">#893</a>)</li>
<li>Normalize ISO timestamp fractional seconds to 6 digits for Python
&lt;3.11 (<a
href="https://redirect.github.com/nats-io/nats.py/issues/796">#796</a>)</li>
<li>Fix error in UTC to ISO conversion (<a
href="https://redirect.github.com/nats-io/nats.py/issues/846">#846</a>)</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/nats-io/nats.py/compare/v2.14.0...v2.15.0">https://github.com/nats-io/nats.py/compare/v2.14.0...v2.15.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nats-io/nats.py/commit/24626a43631a21af2e35261cf0a8ec615fd35c78"><code>24626a4</code></a>
Release nats v2.15.0 (<a
href="https://redirect.github.com/nats-io/nats.py/issues/973">#973</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/318c818ef9595272024b9395613c29e210b2ad37"><code>318c818</code></a>
Renew expired TLS test certificates (<a
href="https://redirect.github.com/nats-io/nats.py/issues/972">#972</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/0e235f0bb312801eb31f8b801add2607467e87a5"><code>0e235f0</code></a>
Install nats-server via go install in legacy test job (<a
href="https://redirect.github.com/nats-io/nats.py/issues/970">#970</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/37b357d856783eb082301a9547728012f3fea46a"><code>37b357d</code></a>
Add remove callback methods to nats-core Client (<a
href="https://redirect.github.com/nats-io/nats.py/issues/957">#957</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/4669ce721a34ec5348a2cd88b69a72b4280a72c3"><code>4669ce7</code></a>
Use datetime.UTC alias instead of timezone.utc (<a
href="https://redirect.github.com/nats-io/nats.py/issues/965">#965</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/d0514d42d0c73421de7aed8b9d503bf8bee77693"><code>d0514d4</code></a>
Replace email.parser path in _process_headers with byte-level parser (<a
href="https://redirect.github.com/nats-io/nats.py/issues/928">#928</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/7f7b5b12e6289985a2f273d8242476b7275ea3cf"><code>7f7b5b1</code></a>
Add limit_marker_ttl support for KV watchers (<a
href="https://redirect.github.com/nats-io/nats.py/issues/911">#911</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/55189cea61458188f24733dbd79cd9ea38c5bb90"><code>55189ce</code></a>
Avoid hang when KeyWatcher.stop() runs on a full queue (<a
href="https://redirect.github.com/nats-io/nats.py/issues/899">#899</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/fc6eabcc69a45006044e04adb90bc2fbecfc1c4f"><code>fc6eabc</code></a>
Validate subjects, replies and queue groups client-side (<a
href="https://redirect.github.com/nats-io/nats.py/issues/897">#897</a>)</li>
<li><a
href="https://github.com/nats-io/nats.py/commit/7df0074ab169f05158177225e7f26a5b17a06a27"><code>7df0074</code></a>
Restrict msg_ttl to create and purge key-value operation (<a
href="https://redirect.github.com/nats-io/nats.py/issues/834">#834</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/nats-io/nats.py/compare/v2.14.0...v2.15.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
that have been made to it
- `@dependabot show <dependency name> ignore conditions` will show all
of the ignore conditions of the specified dependency
- `@dependabot ignore this major version` will close this PR and stop
Dependabot creating any more for this major version (unless you reopen
the PR or upgrade to it yourself)
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 2321f1b63..c02a55b29 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2750,11 +2750,11 @@ wheels = [
 
 [[package]]
 name = "nats-py"
-version = "2.14.0"
+version = "2.15.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c3/f8/b956c4621ba88748ed707c52e69f95b7a50c8914e750edca59a5bef84a76/nats_py-2.14.0.tar.gz", hash = "sha256:4ed02cb8e3b55c68074a063aa2687087115d805d1513297da90cb2068fb07bed", size = 120751, upload-time = "2026-02-23T22:44:58.988Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/02/f0/fc5e93f2b0dd14a202590ad9d30eda1955ea872039b5204357348d0f4b1e/nats_py-2.15.0.tar.gz", hash = "sha256:6622c547d9a7d2313d9c147d46c386188f4ec2c7b5c9f9a0438a4d1b55f54a93", size = 75995, upload-time = "2026-06-05T07:34:03.904Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f9/39/0e87753df1072254bac190b33ed34b264f28f6aa9bea0f01b7e818071756/nats_py-2.14.0-py3-none-any.whl", hash = "sha256:4116f5d2233ce16e63c3d5538fa40a5e207f75fcf42a741773929ddf1e29d19d", size = 82259, upload-time = "2026-02-23T22:45:00.152Z" },
+    { url = "https://files.pythonhosted.org/packages/db/a8/b55606c7c621fb813c8ec78baf201d2c78bf6051091ec0c7ada572999e95/nats_py-2.15.0-py3-none-any.whl", hash = "sha256:9f8d36aa52a9926a88b8f1d70cf1fdce0ad387941479b500ee9ab3e51073cefd", size = 90334, upload-time = "2026-06-05T07:34:02.81Z" },
 ]
 
 [[package]]

From f181fa3d4083a13603917eb4a904251fe73582c0 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sat, 6 Jun 2026 15:58:17 +0300
Subject: [PATCH 161/208] chore(ci): add codecov config to reduce noise on
 small refactors (#1044)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The repo currently has no `codecov.yml`, so Codecov uses its strict
defaults: any coverage drop (project) and any patch under 100% are
reported as failing statuses on PRs.
This produces frequent red checks on small refactors even when coverage
is unchanged or trivially impacted (e.g. #1035, #1038).

This change adds a minimal `codecov.yml` that keeps useful signal while
removing the noise:

- `coverage.status.project.default.threshold: 1%` — allow up to a 1%
project-coverage drop without failing.
- `coverage.status.project.default.if_ci_failed: success` — don't
double-report when the CI run itself failed.
- `coverage.status.patch.default.informational: true` — still report
patch coverage, but never block PRs on it.
- `comment.require_changes: true` — only post a PR comment when coverage
actually changes.

Validated with `curl --data-binary @codecov.yml
https://codecov.io/validate` → `Valid!`.

Real coverage regressions will still surface (anything > 1% project
drop), and contributors keep getting patch-coverage feedback — it just
won't block.
---
 codecov.yml | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)
 create mode 100644 codecov.yml

diff --git a/codecov.yml b/codecov.yml
new file mode 100644
index 000000000..c1600550e
--- /dev/null
+++ b/codecov.yml
@@ -0,0 +1,26 @@
+# https://docs.codecov.com/docs/codecov-yaml
+coverage:
+  status:
+    project:
+      default:
+        target: auto
+        # Allow small coverage fluctuations without failing the check.
+        threshold: 1%
+        # Don't fail codecov if the CI run itself failed (avoids double-noise).
+        if_ci_failed: success
+    patch:
+      default:
+        # Report patch coverage, but never block the PR on it.
+        informational: true
+
+# Recompute the base when code is removed so refactors don't appear to
+# regress overall coverage.
+codecov:
+  notify:
+    after_n_builds: 1
+  require_ci_to_pass: true
+
+comment:
+  layout: "reach,diff,flags,files"
+  behavior: default
+  require_changes: true  # only post a PR comment when coverage actually changed

From a3476488ac1f7526a9c22d65251c8639d7089326 Mon Sep 17 00:00:00 2001
From: Thanasis Mattas <thanasismatt@gmail.com>
Date: Sat, 6 Jun 2026 15:42:33 +0200
Subject: [PATCH 162/208] refactor(typing): annotate self-returning methods
 with Self (#1008)

Co-authored-by: Roy Moore <roy@moore.co.il>
---
 .../community/azurite/__init__.py              |  4 +++-
 .../community/chroma/__init__.py               |  3 ++-
 src/testcontainers/community/generic/server.py |  3 ++-
 src/testcontainers/community/generic/sql.py    |  4 +++-
 src/testcontainers/community/influxdb/base.py  |  3 ++-
 .../community/influxdb/version1.py             |  3 ++-
 .../community/influxdb/version2.py             |  3 ++-
 src/testcontainers/community/k3s/__init__.py   |  4 +++-
 src/testcontainers/community/kafka/__init__.py |  2 +-
 .../community/kafka/_redpanda.py               |  4 +++-
 .../community/keycloak/__init__.py             |  7 ++++---
 .../community/localstack/__init__.py           |  5 +++--
 .../community/memcached/__init__.py            |  4 +++-
 src/testcontainers/community/nats/__init__.py  |  3 ++-
 src/testcontainers/community/nginx/__init__.py |  4 +++-
 .../community/ollama/__init__.py               |  3 ++-
 .../community/openfga/__init__.py              |  3 ++-
 .../community/opensearch/__init__.py           |  3 ++-
 .../community/rabbitmq/__init__.py             |  3 ++-
 .../community/registry/__init__.py             |  3 ++-
 .../community/scylla/__init__.py               |  4 +++-
 .../community/selenium/__init__.py             |  4 ++--
 src/testcontainers/community/selenium/video.py |  8 +++++---
 .../community/valkey/__init__.py               |  8 +++++---
 src/testcontainers/community/vault/__init__.py |  4 +++-
 src/testcontainers/compose/compose.py          | 14 ++++++--------
 src/testcontainers/core/container.py           |  2 +-
 src/testcontainers/core/generic.py             |  4 +++-
 src/testcontainers/core/inspect.py             |  4 +++-
 src/testcontainers/core/network.py             |  6 ++++--
 src/testcontainers/core/wait_strategies.py     | 18 +++++++++---------
 src/testcontainers/socat/socat.py              |  2 +-
 32 files changed, 93 insertions(+), 56 deletions(-)

diff --git a/src/testcontainers/community/azurite/__init__.py b/src/testcontainers/community/azurite/__init__.py
index be381f041..35700dc27 100644
--- a/src/testcontainers/community/azurite/__init__.py
+++ b/src/testcontainers/community/azurite/__init__.py
@@ -14,6 +14,8 @@
 import os
 from typing import Optional
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import PortWaitStrategy
@@ -217,7 +219,7 @@ def __get_external_connection_string(self) -> str:
 
         return connection_string
 
-    def start(self) -> "AzuriteContainer":
+    def start(self) -> Self:
         super().start()
         self._connect()
         return self
diff --git a/src/testcontainers/community/chroma/__init__.py b/src/testcontainers/community/chroma/__init__.py
index 26766e4d4..41f71bc64 100644
--- a/src/testcontainers/community/chroma/__init__.py
+++ b/src/testcontainers/community/chroma/__init__.py
@@ -1,6 +1,7 @@
 from typing import TYPE_CHECKING
 
 from requests import ConnectionError, get
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
@@ -73,7 +74,7 @@ def _healthcheck(self) -> None:
         response: Response = get(url)
         response.raise_for_status()
 
-    def start(self) -> "ChromaContainer":
+    def start(self) -> Self:
         """This method starts the Chroma container and runs the healthcheck
         to verify that the container is ready to use."""
         super().start()
diff --git a/src/testcontainers/community/generic/server.py b/src/testcontainers/community/generic/server.py
index 4c8e12778..206d68982 100644
--- a/src/testcontainers/community/generic/server.py
+++ b/src/testcontainers/community/generic/server.py
@@ -1,6 +1,7 @@
 from typing import Union
 
 import httpx
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
@@ -53,7 +54,7 @@ def _create_connection_url(self) -> str:
         url = f"http://{host}:{exposed_port}"
         return url
 
-    def start(self) -> "ServerContainer":
+    def start(self) -> Self:
         super().start()
         self._connect()
         return self
diff --git a/src/testcontainers/community/generic/sql.py b/src/testcontainers/community/generic/sql.py
index c5e389768..9fa9abe2d 100644
--- a/src/testcontainers/community/generic/sql.py
+++ b/src/testcontainers/community/generic/sql.py
@@ -2,6 +2,8 @@
 from typing import Any, Optional
 from urllib.parse import quote, urlencode
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.waiting_utils import WaitStrategy
@@ -83,7 +85,7 @@ def _create_connection_url(
 
         return url
 
-    def start(self) -> "SqlContainer":
+    def start(self) -> Self:
         """
         Start the database container and perform initialization.
 
diff --git a/src/testcontainers/community/influxdb/base.py b/src/testcontainers/community/influxdb/base.py
index 5636dd985..3c08de932 100644
--- a/src/testcontainers/community/influxdb/base.py
+++ b/src/testcontainers/community/influxdb/base.py
@@ -15,6 +15,7 @@
 
 from requests import get
 from requests.exceptions import ConnectionError, ReadTimeout
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -74,7 +75,7 @@ def get_influxdb_version(self) -> str:
 
         return self._health_check().get("version")
 
-    def start(self) -> "InfluxDbContainer":
+    def start(self) -> Self:
         """
         Spawns a container of the InfluxDB Docker image, ready to be used.
         """
diff --git a/src/testcontainers/community/influxdb/version1.py b/src/testcontainers/community/influxdb/version1.py
index 7461eb362..3afce4383 100644
--- a/src/testcontainers/community/influxdb/version1.py
+++ b/src/testcontainers/community/influxdb/version1.py
@@ -14,6 +14,7 @@
 from typing import Optional
 
 from influxdb import InfluxDBClient
+from typing_extensions import Self
 
 from .base import InfluxDbContainer
 
@@ -58,7 +59,7 @@ def get_client(self, **client_kwargs):
 
         return InfluxDBClient(self.get_container_host_ip(), self.get_exposed_port(self.container_port), **client_kwargs)
 
-    def start(self) -> "InfluxDb1Container":
+    def start(self) -> Self:
         """
         Overridden for better typing reason
         """
diff --git a/src/testcontainers/community/influxdb/version2.py b/src/testcontainers/community/influxdb/version2.py
index 0d10617d7..c2e57024a 100644
--- a/src/testcontainers/community/influxdb/version2.py
+++ b/src/testcontainers/community/influxdb/version2.py
@@ -15,6 +15,7 @@
 from typing import Optional
 
 from influxdb_client import InfluxDBClient, Organization
+from typing_extensions import Self
 
 from .base import InfluxDbContainer
 
@@ -70,7 +71,7 @@ def __init__(
             if env_value:
                 self.with_env(env_key, env_value)
 
-    def start(self) -> "InfluxDb2Container":
+    def start(self) -> Self:
         """
         Overridden for better typing reason
         """
diff --git a/src/testcontainers/community/k3s/__init__.py b/src/testcontainers/community/k3s/__init__.py
index fecdd50c0..add986457 100644
--- a/src/testcontainers/community/k3s/__init__.py
+++ b/src/testcontainers/community/k3s/__init__.py
@@ -13,6 +13,8 @@
 
 import logging
 
+from typing_extensions import Self
+
 from testcontainers.core.config import testcontainers_config
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
@@ -55,7 +57,7 @@ def __init__(self, image="rancher/k3s:latest", enable_cgroup_mount=True, **kwarg
     def _connect(self) -> None:
         wait_for_logs(self, predicate="Node controller sync successful", timeout=testcontainers_config.timeout)
 
-    def start(self) -> "K3SContainer":
+    def start(self) -> Self:
         super().start()
         self._connect()
         return self
diff --git a/src/testcontainers/community/kafka/__init__.py b/src/testcontainers/community/kafka/__init__.py
index 5ed026a19..62ed70364 100644
--- a/src/testcontainers/community/kafka/__init__.py
+++ b/src/testcontainers/community/kafka/__init__.py
@@ -183,7 +183,7 @@ def tc_start(self) -> None:
         )
         self.create_file(data, KafkaContainer.TC_START_SCRIPT)
 
-    def start(self, timeout: int = 30) -> "KafkaContainer":
+    def start(self, timeout: int = 30) -> Self:
         script = KafkaContainer.TC_START_SCRIPT
         command = f'sh -c "while [ ! -f {script} ]; do sleep 0.1; done; sh {script}"'
         self.configure()
diff --git a/src/testcontainers/community/kafka/_redpanda.py b/src/testcontainers/community/kafka/_redpanda.py
index d5d599670..b737bcf31 100644
--- a/src/testcontainers/community/kafka/_redpanda.py
+++ b/src/testcontainers/community/kafka/_redpanda.py
@@ -5,6 +5,8 @@
 from io import BytesIO
 from textwrap import dedent
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import LogMessageWaitStrategy
 
@@ -66,7 +68,7 @@ def tc_start(self) -> None:
 
         self.create_file(data, RedpandaContainer.TC_START_SCRIPT)
 
-    def start(self, timeout=10) -> "RedpandaContainer":
+    def start(self, timeout=10) -> Self:
         script = RedpandaContainer.TC_START_SCRIPT
         command = f'-c "while [ ! -f {script} ]; do sleep 0.1; done; sh {script}"'
         self.with_command(command)
diff --git a/src/testcontainers/community/keycloak/__init__.py b/src/testcontainers/community/keycloak/__init__.py
index a517c45d6..7569ef8c0 100644
--- a/src/testcontainers/community/keycloak/__init__.py
+++ b/src/testcontainers/community/keycloak/__init__.py
@@ -15,6 +15,7 @@
 
 import requests
 from keycloak import KeycloakAdmin
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
@@ -109,7 +110,7 @@ def _readiness_probe(self) -> None:
             wait_for_logs(self, "started in \\d+\\.\\d+s")
             wait_for_logs(self, "Created temporary admin user|Added user '")
 
-    def start(self) -> "KeycloakContainer":
+    def start(self) -> Self:
         super().start()
         self._readiness_probe()
         self._disable_ssl_required()
@@ -137,7 +138,7 @@ def _disable_ssl_required(self) -> None:
         if result.exit_code != 0:
             raise RuntimeError(f"Failed to disable SSL for master realm: {result.output.decode()}")
 
-    def with_realm_import_file(self, realm_import_file: str) -> "KeycloakContainer":
+    def with_realm_import_file(self, realm_import_file: str) -> Self:
         file = os.path.abspath(realm_import_file)
         if not os.path.exists(file):
             raise FileNotFoundError(f"Realm file {file} does not exist")
@@ -145,7 +146,7 @@ def with_realm_import_file(self, realm_import_file: str) -> "KeycloakContainer":
         self.has_realm_imports = True
         return self
 
-    def with_realm_import_folder(self, realm_import_folder: str) -> "KeycloakContainer":
+    def with_realm_import_folder(self, realm_import_folder: str) -> Self:
         folder = os.path.abspath(realm_import_folder)
         if not os.path.exists(folder):
             raise FileNotFoundError(f"Realm folder {folder} does not exist")
diff --git a/src/testcontainers/community/localstack/__init__.py b/src/testcontainers/community/localstack/__init__.py
index de05e2c13..f6cbef66a 100644
--- a/src/testcontainers/community/localstack/__init__.py
+++ b/src/testcontainers/community/localstack/__init__.py
@@ -15,6 +15,7 @@
 from typing import Any, Optional
 
 import boto3
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
@@ -52,7 +53,7 @@ def __init__(
         self.with_env("AWS_ACCESS_KEY_ID", "testcontainers-localstack")
         self.with_env("AWS_SECRET_ACCESS_KEY", "testcontainers-localstack")
 
-    def with_services(self, *services) -> "LocalStackContainer":
+    def with_services(self, *services) -> Self:
         """
         Restrict what services to run. By default all localstack services are launched.
 
@@ -85,7 +86,7 @@ def get_client(self, name, **kwargs: object) -> Any:
         kwargs_.update(kwargs)
         return boto3.client(name, **kwargs_)
 
-    def start(self, timeout: float = 60) -> "LocalStackContainer":
+    def start(self, timeout: float = 60) -> Self:
         super().start()
         wait_for_logs(self, r"Ready\.\n", timeout=timeout)
         return self
diff --git a/src/testcontainers/community/memcached/__init__.py b/src/testcontainers/community/memcached/__init__.py
index a68ad3b8e..922003f1e 100644
--- a/src/testcontainers/community/memcached/__init__.py
+++ b/src/testcontainers/community/memcached/__init__.py
@@ -12,6 +12,8 @@
 #    under the License.
 import socket
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
@@ -50,7 +52,7 @@ def _connect(self):
             if len(data) == 0:
                 raise MemcachedNotReady("Memcached not ready yet")
 
-    def start(self):
+    def start(self) -> Self:
         super().start()
         self._connect()
         return self
diff --git a/src/testcontainers/community/nats/__init__.py b/src/testcontainers/community/nats/__init__.py
index 071dbcce5..c0d72a17b 100644
--- a/src/testcontainers/community/nats/__init__.py
+++ b/src/testcontainers/community/nats/__init__.py
@@ -11,6 +11,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
@@ -72,7 +73,7 @@ def nats_host_and_port(self) -> tuple[str, int]:
     def nats_management_uri(self) -> str:
         return f"nats://{self.get_container_host_ip()}:{self.get_exposed_port(self.management_port)}"
 
-    def start(self) -> "NatsContainer":
+    def start(self) -> Self:
         super().start()
         self._healthcheck()
         return self
diff --git a/src/testcontainers/community/nginx/__init__.py b/src/testcontainers/community/nginx/__init__.py
index 577ebf869..4ef7890e4 100644
--- a/src/testcontainers/community/nginx/__init__.py
+++ b/src/testcontainers/community/nginx/__init__.py
@@ -14,6 +14,8 @@
 import urllib.parse
 import urllib.request
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -26,7 +28,7 @@ def __init__(self, image: str = "nginx:latest", port: int = 80, **kwargs: object
         self.port = port
         self.with_exposed_ports(self.port)
 
-    def start(self) -> "NginxContainer":
+    def start(self) -> Self:
         super().start()
 
         host = self.get_container_host_ip()
diff --git a/src/testcontainers/community/ollama/__init__.py b/src/testcontainers/community/ollama/__init__.py
index 53a5ee589..8a5c08241 100644
--- a/src/testcontainers/community/ollama/__init__.py
+++ b/src/testcontainers/community/ollama/__init__.py
@@ -16,6 +16,7 @@
 
 from docker.types.containers import DeviceRequest
 from requests import get
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_for_logs
@@ -103,7 +104,7 @@ def _check_and_add_gpu_capabilities(self):
         if "nvidia" in info["Runtimes"]:
             self._kwargs = {**self._kwargs, "device_requests": [DeviceRequest(count=-1, capabilities=[["gpu"]])]}
 
-    def start(self) -> "OllamaContainer":
+    def start(self) -> Self:
         """
         Start the Ollama server
         """
diff --git a/src/testcontainers/community/openfga/__init__.py b/src/testcontainers/community/openfga/__init__.py
index bb97eceab..d0048945c 100644
--- a/src/testcontainers/community/openfga/__init__.py
+++ b/src/testcontainers/community/openfga/__init__.py
@@ -14,6 +14,7 @@
 from typing import Optional
 
 import requests
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -82,7 +83,7 @@ def get_api_url(self) -> str:
     def _readiness_probe(self) -> None:
         self.exec(["grpc_health_probe", "-addr=0.0.0.0:8081"])  # from chart
 
-    def start(self) -> "OpenFGAContainer":
+    def start(self) -> Self:
         super().start()
         self._readiness_probe()
         return self
diff --git a/src/testcontainers/community/opensearch/__init__.py b/src/testcontainers/community/opensearch/__init__.py
index 48660da2b..257300239 100644
--- a/src/testcontainers/community/opensearch/__init__.py
+++ b/src/testcontainers/community/opensearch/__init__.py
@@ -2,6 +2,7 @@
 
 from opensearchpy import OpenSearch
 from opensearchpy.exceptions import ConnectionError, TransportError
+from typing_extensions import Self
 from urllib3.exceptions import ProtocolError
 
 from testcontainers.core.container import DockerContainer
@@ -113,7 +114,7 @@ def _healthcheck(self) -> None:
         client: OpenSearchContainer = self.get_client()
         client.cluster.health(wait_for_status="green")
 
-    def start(self) -> "OpenSearchContainer":
+    def start(self) -> Self:
         """This method starts the OpenSearch container and runs the healthcheck
         to verify that the container is ready to use."""
         super().start()
diff --git a/src/testcontainers/community/rabbitmq/__init__.py b/src/testcontainers/community/rabbitmq/__init__.py
index 66d2d35f3..023f97c71 100644
--- a/src/testcontainers/community/rabbitmq/__init__.py
+++ b/src/testcontainers/community/rabbitmq/__init__.py
@@ -2,6 +2,7 @@
 from typing import Optional
 
 import pika
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -78,7 +79,7 @@ def get_connection_params(self) -> pika.ConnectionParameters:
             credentials=credentials,
         )
 
-    def start(self) -> "RabbitMqContainer":
+    def start(self) -> Self:
         """Start the test container."""
         super().start()
         self.readiness_probe()
diff --git a/src/testcontainers/community/registry/__init__.py b/src/testcontainers/community/registry/__init__.py
index 59a888904..b7fb588ad 100644
--- a/src/testcontainers/community/registry/__init__.py
+++ b/src/testcontainers/community/registry/__init__.py
@@ -7,6 +7,7 @@
 from requests import get
 from requests.auth import HTTPBasicAuth
 from requests.exceptions import ConnectionError, ReadTimeout
+from typing_extensions import Self
 
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
@@ -62,7 +63,7 @@ def _readiness_probe(self) -> None:
             response: Response = get(url, timeout=1)
             response.raise_for_status()
 
-    def start(self) -> "DockerRegistryContainer":
+    def start(self) -> Self:
         if self.username and self.password:
             self.with_env("REGISTRY_AUTH_HTPASSWD_REALM", "local-registry")
             self.with_env("REGISTRY_AUTH_HTPASSWD_PATH", self.credentials_path)
diff --git a/src/testcontainers/community/scylla/__init__.py b/src/testcontainers/community/scylla/__init__.py
index 6e4e0eaba..ebd70d20c 100644
--- a/src/testcontainers/community/scylla/__init__.py
+++ b/src/testcontainers/community/scylla/__init__.py
@@ -1,3 +1,5 @@
+from typing_extensions import Self
+
 from testcontainers.core.generic import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs
 
@@ -32,7 +34,7 @@ def _connect(self):
         cluster = self.get_cluster()
         cluster.connect()
 
-    def start(self):
+    def start(self) -> Self:
         super().start()
         self._connect()
         return self
diff --git a/src/testcontainers/community/selenium/__init__.py b/src/testcontainers/community/selenium/__init__.py
index e99b4aa83..77c3a2ccf 100644
--- a/src/testcontainers/community/selenium/__init__.py
+++ b/src/testcontainers/community/selenium/__init__.py
@@ -85,7 +85,7 @@ def get_connection_url(self) -> str:
         port = self.get_exposed_port(self.port)
         return f"http://{ip}:{port}/wd/hub"
 
-    def with_options(self, options: Optional[ArgOptions]):
+    def with_options(self, options: Optional[ArgOptions]) -> Self:
         self.options = options
         return self
 
@@ -102,7 +102,7 @@ def with_video(self, image: Optional[str] = None, video_path: Optional[Path] = N
 
         return self
 
-    def start(self) -> "DockerContainer":
+    def start(self) -> Self:
         if not self.video:
             super().start()
             return self
diff --git a/src/testcontainers/community/selenium/video.py b/src/testcontainers/community/selenium/video.py
index c28cda0a8..e4eff861e 100644
--- a/src/testcontainers/community/selenium/video.py
+++ b/src/testcontainers/community/selenium/video.py
@@ -12,6 +12,8 @@
 #    under the License.
 from typing import Optional
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 
 VIDEO_DEFAULT_IMAGE = "selenium/video:ffmpeg-6.1-20240402"
@@ -26,14 +28,14 @@ def __init__(self, image: Optional[str] = None, **kwargs: object) -> None:
         self.image = image or VIDEO_DEFAULT_IMAGE
         super().__init__(image=self.image, **kwargs)
 
-    def set_video_name(self, video_name: str) -> "DockerContainer":
+    def set_video_name(self, video_name: str) -> Self:
         self.with_env("FILE_NAME", video_name)
         return self
 
-    def set_videos_host_path(self, host_path: str) -> "DockerContainer":
+    def set_videos_host_path(self, host_path: str) -> Self:
         self.with_volume_mapping(host_path, "/videos", "rw")
         return self
 
-    def set_selenium_container_host(self, host: str) -> "DockerContainer":
+    def set_selenium_container_host(self, host: str) -> Self:
         self.with_env("DISPLAY_CONTAINER_NAME", host)
         return self
diff --git a/src/testcontainers/community/valkey/__init__.py b/src/testcontainers/community/valkey/__init__.py
index 657728210..e4f48da39 100644
--- a/src/testcontainers/community/valkey/__init__.py
+++ b/src/testcontainers/community/valkey/__init__.py
@@ -11,6 +11,8 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.wait_strategies import ExecWaitStrategy
 
@@ -31,7 +33,7 @@ def __init__(self, image: str = f"{_BASE_IMAGE}:latest", port: int = 6379, **kwa
         self.with_exposed_ports(self.port)
         self.waiting_for(ExecWaitStrategy(["valkey-cli", "ping"]))
 
-    def with_password(self, password: str) -> "ValkeyContainer":
+    def with_password(self, password: str) -> Self:
         """
         Configure authentication for Valkey.
 
@@ -46,7 +48,7 @@ def with_password(self, password: str) -> "ValkeyContainer":
         self.waiting_for(ExecWaitStrategy(["valkey-cli", "-a", password, "ping"]))
         return self
 
-    def with_image_tag(self, tag: str) -> "ValkeyContainer":
+    def with_image_tag(self, tag: str) -> Self:
         """
         Specify Valkey version.
 
@@ -60,7 +62,7 @@ def with_image_tag(self, tag: str) -> "ValkeyContainer":
         self.image = f"{base_image}:{tag}"
         return self
 
-    def with_bundle(self) -> "ValkeyContainer":
+    def with_bundle(self) -> Self:
         """
         Enable all modules by switching to valkey-bundle image.
 
diff --git a/src/testcontainers/community/vault/__init__.py b/src/testcontainers/community/vault/__init__.py
index 7b8cb4e54..96333b1db 100644
--- a/src/testcontainers/community/vault/__init__.py
+++ b/src/testcontainers/community/vault/__init__.py
@@ -15,6 +15,8 @@
 from urllib.error import URLError
 from urllib.request import urlopen
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.waiting_utils import wait_container_is_ready
 
@@ -69,7 +71,7 @@ def _healthcheck(self) -> None:
             if res.status > 299:
                 raise HTTPException()
 
-    def start(self) -> "VaultContainer":
+    def start(self) -> Self:
         super().start()
         self._healthcheck()
         return self
diff --git a/src/testcontainers/compose/compose.py b/src/testcontainers/compose/compose.py
index 9d3a17671..83d9d2e81 100644
--- a/src/testcontainers/compose/compose.py
+++ b/src/testcontainers/compose/compose.py
@@ -12,6 +12,8 @@
 from types import TracebackType
 from typing import Any, Callable, Literal, Optional, TypeVar, Union, cast
 
+from typing_extensions import Self
+
 from testcontainers.core.docker_client import DockerClient, get_docker_host_hostname, is_podman
 from testcontainers.core.exceptions import ContainerIsNotRunning, NoSuchPortExposed
 from testcontainers.core.inspect import ContainerInspectInfo, _ignore_properties
@@ -153,7 +155,7 @@ def get_logs(self) -> tuple[bytes, bytes]:
         stdout, stderr = self._docker_compose.get_logs(self.Service)
         return stdout.encode(), stderr.encode()
 
-    def get_wrapped_container(self) -> "ComposeContainer":
+    def get_wrapped_container(self) -> Self:
         """Get the underlying container object for compatibility."""
         return self
 
@@ -267,7 +269,7 @@ def __post_init__(self) -> None:
         if isinstance(self.env_file, str):
             self.env_file = [self.env_file]
 
-    def __enter__(self) -> "DockerCompose":
+    def __enter__(self) -> Self:
         try:
             self.start()
             return self
@@ -303,7 +305,7 @@ def compose_command_property(self) -> list[str]:
                 docker_compose_cmd += ["--env-file", env_file]
         return docker_compose_cmd
 
-    def waiting_for(self, strategies: dict[str, WaitStrategy]) -> "DockerCompose":
+    def waiting_for(self, strategies: dict[str, WaitStrategy]) -> Self:
         """
         Set wait strategies for specific services.
 
@@ -572,7 +574,7 @@ def get_service_host_and_port(
         publisher = self.get_container(service_name).get_publisher(by_port=port).normalize()
         return publisher.URL, publisher.PublishedPort
 
-    def wait_for(self, url: str) -> "DockerCompose":
+    def wait_for(self, url: str) -> Self:
         """
         Waits for a response from a given URL. This is typically used to block until a service in
         the environment has started and is responding. Note that it does not assert any sort of
@@ -620,10 +622,6 @@ def wait_for(self, url: str) -> "DockerCompose":
 
             time.sleep(1)
 
-        with urlopen(url) as response:
-            response.read()
-        return self
-
     def _get_docker_client(self) -> DockerClient:
         """Get Docker client instance."""
         if self._docker_client is None:
diff --git a/src/testcontainers/core/container.py b/src/testcontainers/core/container.py
index 361d1776a..9b2148ae0 100644
--- a/src/testcontainers/core/container.py
+++ b/src/testcontainers/core/container.py
@@ -438,7 +438,7 @@ class Reaper:
 
     @classmethod
     def get_instance(cls) -> "Reaper":
-        if not Reaper._instance:
+        if Reaper._instance is None:
             Reaper._instance = Reaper._create_instance()
 
         return Reaper._instance
diff --git a/src/testcontainers/core/generic.py b/src/testcontainers/core/generic.py
index c19d39143..0ea2f6971 100644
--- a/src/testcontainers/core/generic.py
+++ b/src/testcontainers/core/generic.py
@@ -13,6 +13,8 @@
 from typing import Any, Optional
 from urllib.parse import quote
 
+from typing_extensions import Self
+
 from testcontainers.core.container import DockerContainer
 from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.utils import raise_for_deprecated_parameter
@@ -74,7 +76,7 @@ def _create_connection_url(
             url = f"{url}/{dbname}"
         return url
 
-    def start(self) -> "DbContainer":
+    def start(self) -> Self:
         self._configure()
         super().start()
         self._transfer_seed()
diff --git a/src/testcontainers/core/inspect.py b/src/testcontainers/core/inspect.py
index a139422dc..b83586980 100644
--- a/src/testcontainers/core/inspect.py
+++ b/src/testcontainers/core/inspect.py
@@ -16,6 +16,8 @@
 from dataclasses import dataclass, fields, is_dataclass
 from typing import Any, Optional, TypeVar
 
+from typing_extensions import Self
+
 _IPT = TypeVar("_IPT")
 
 
@@ -523,7 +525,7 @@ class ContainerInspectInfo:
     NetworkSettings: Optional[ContainerNetworkSettings] = None
 
     @classmethod
-    def from_dict(cls, data: dict[str, Any]) -> "ContainerInspectInfo":
+    def from_dict(cls, data: dict[str, Any]) -> Self:
         """Create from docker inspect JSON."""
         return cls(
             Id=data.get("Id"),
diff --git a/src/testcontainers/core/network.py b/src/testcontainers/core/network.py
index 167562069..f6bf166ec 100644
--- a/src/testcontainers/core/network.py
+++ b/src/testcontainers/core/network.py
@@ -14,6 +14,8 @@
 from types import TracebackType
 from typing import TYPE_CHECKING, Any, Optional
 
+from typing_extensions import Self
+
 from testcontainers.core.docker_client import DockerClient
 
 if TYPE_CHECKING:
@@ -52,11 +54,11 @@ def connect(self, container_id: str, network_aliases: Optional[list[str]] = None
     def remove(self) -> None:
         self._unwrap_network.remove()
 
-    def create(self) -> "Network":
+    def create(self) -> Self:
         self._network = self._docker.client_networks_create(self.name, self._docker_network_kw)
         return self
 
-    def __enter__(self) -> "Network":
+    def __enter__(self) -> Self:
         return self.create()
 
     def __exit__(
diff --git a/src/testcontainers/core/wait_strategies.py b/src/testcontainers/core/wait_strategies.py
index 3b5975fdf..ac83ffa29 100644
--- a/src/testcontainers/core/wait_strategies.py
+++ b/src/testcontainers/core/wait_strategies.py
@@ -193,7 +193,7 @@ def __init__(self, port: int, path: Optional[str] = "/") -> None:
         self._insecure_tls = False
 
     @classmethod
-    def from_url(cls, url: str) -> "HttpWaitStrategy":
+    def from_url(cls, url: str) -> Self:
         """
         Create an HttpWaitStrategy from a URL string.
 
@@ -219,7 +219,7 @@ def from_url(cls, url: str) -> "HttpWaitStrategy":
 
         return strategy
 
-    def for_status_code(self, code: int) -> "HttpWaitStrategy":
+    def for_status_code(self, code: int) -> Self:
         """
         Add an acceptable status code.
 
@@ -232,7 +232,7 @@ def for_status_code(self, code: int) -> "HttpWaitStrategy":
         self._status_codes.add(code)
         return self
 
-    def for_status_code_matching(self, predicate: Callable[[int], bool]) -> "HttpWaitStrategy":
+    def for_status_code_matching(self, predicate: Callable[[int], bool]) -> Self:
         """
         Set a predicate to match status codes against.
 
@@ -245,7 +245,7 @@ def for_status_code_matching(self, predicate: Callable[[int], bool]) -> "HttpWai
         self._status_code_predicate = predicate
         return self
 
-    def for_response_predicate(self, predicate: Callable[[str], bool]) -> "HttpWaitStrategy":
+    def for_response_predicate(self, predicate: Callable[[str], bool]) -> Self:
         """
         Set a predicate to match response body against.
 
@@ -258,7 +258,7 @@ def for_response_predicate(self, predicate: Callable[[str], bool]) -> "HttpWaitS
         self._response_predicate = predicate
         return self
 
-    def using_tls(self, insecure: bool = False) -> "HttpWaitStrategy":
+    def using_tls(self, insecure: bool = False) -> Self:
         """
         Use HTTPS instead of HTTP.
 
@@ -272,7 +272,7 @@ def using_tls(self, insecure: bool = False) -> "HttpWaitStrategy":
         self._insecure_tls = insecure
         return self
 
-    def with_header(self, name: str, value: str) -> "HttpWaitStrategy":
+    def with_header(self, name: str, value: str) -> Self:
         """
         Add a header to the request.
 
@@ -286,7 +286,7 @@ def with_header(self, name: str, value: str) -> "HttpWaitStrategy":
         self._headers[name] = value
         return self
 
-    def with_basic_credentials(self, username: str, password: str) -> "HttpWaitStrategy":
+    def with_basic_credentials(self, username: str, password: str) -> Self:
         """
         Add basic auth credentials.
 
@@ -300,7 +300,7 @@ def with_basic_credentials(self, username: str, password: str) -> "HttpWaitStrat
         self._basic_auth = (username, password)
         return self
 
-    def with_method(self, method: str) -> "HttpWaitStrategy":
+    def with_method(self, method: str) -> Self:
         """
         Set the HTTP method to use.
 
@@ -313,7 +313,7 @@ def with_method(self, method: str) -> "HttpWaitStrategy":
         self._method = method.upper()
         return self
 
-    def with_body(self, body: str) -> "HttpWaitStrategy":
+    def with_body(self, body: str) -> Self:
         """
         Set the request body.
 
diff --git a/src/testcontainers/socat/socat.py b/src/testcontainers/socat/socat.py
index f53b412ad..b19fd3677 100644
--- a/src/testcontainers/socat/socat.py
+++ b/src/testcontainers/socat/socat.py
@@ -47,7 +47,7 @@ def __init__(
 
         super().__init__(image=image, **kwargs)
 
-    def with_target(self, exposed_port: int, host: str, internal_port: Optional[int] = None) -> "SocatContainer":
+    def with_target(self, exposed_port: int, host: str, internal_port: Optional[int] = None) -> Self:
         """
         Add a target to forward connections from the exposed port to the given host and port.
 

From 7dee471547a9b659728ca6f87c20fa5fa35fbe58 Mon Sep 17 00:00:00 2001
From: libohad-dev <libohad-dev@proton.me>
Date: Thu, 11 Jun 2026 02:03:42 +0300
Subject: [PATCH 163/208] feat: extended configuration options for
 container.exec method (#1050)

The branch adds the `ExecConfig` struct (patterned on the [Java
implementation of the same
feature](https://github.com/testcontainers/testcontainers-java/blob/main/core/src/main/java/org/testcontainers/containers/ExecConfig.java))
and includes it as a valid input for `DockerContainer.exec()`. This
allows setting the running user, working directory, environment
variables, and privileged mode. Other features become easy extensions of
the interface.
Also included in the branch:
- Extensions to the core test suite, pinning existing behavior of
`.exec()` that wasn't previously tested, notably the fact that
`str`-typed commands _are not_ executed in shell mode
- Rewrite of `docs/features/executing_commands.md`, which incorrect
prior to this branch. It now aligns with the actual code
---
 docs/features/executing_commands.md  | 135 +++++++----------
 src/testcontainers/core/container.py |  34 ++++-
 tests/core/test_exec.py              | 216 +++++++++++++++++++++++++++
 3 files changed, 305 insertions(+), 80 deletions(-)
 create mode 100644 tests/core/test_exec.py

diff --git a/docs/features/executing_commands.md b/docs/features/executing_commands.md
index de44ec3aa..410169c0e 100644
--- a/docs/features/executing_commands.md
+++ b/docs/features/executing_commands.md
@@ -4,104 +4,80 @@ Testcontainers-Python provides several ways to execute commands inside container
 
 ## Basic Command Execution
 
-The simplest way to execute a command is using the `exec` method:
+The simplest way to execute a command is using the `exec` method, passing either an argv list or a string:
 
 ```python
-from testcontainers.community.generic import GenericContainer
+from testcontainers.core.container import DockerContainer
 
-with GenericContainer("alpine:latest") as container:
-    # Execute a simple command
-    exit_code, output = container.exec(["ls", "-la"])
-    print(output)  # Command output as string
-```
+with DockerContainer("alpine:latest") as container:
+    # Execute a simple command (argv form)
+    result = container.exec(["ls", "-la"])
+    print(result.exit_code)       # 0
+    print(result.output)          # command output as bytes
+    print(result.output.decode()) # ...decoded to str
 
-## Command Execution with Options
+    # A string is also accepted
+    result = container.exec("ls -la")
+```
 
-You can customize command execution with various options:
+`exec` returns a named `(exit_code, output)` tuple, so you can also unpack it directly:
 
 ```python
-with GenericContainer("alpine:latest") as container:
-    # Execute command with user
-    exit_code, output = container.exec(
-        ["whoami"],
-        user="nobody"
-    )
-
-    # Execute command with environment variables
-    exit_code, output = container.exec(
-        ["echo", "$TEST_VAR"],
-        environment={"TEST_VAR": "test_value"}
-    )
-
-    # Execute command with working directory
-    exit_code, output = container.exec(
-        ["pwd"],
-        workdir="/tmp"
-    )
+exit_code, output = container.exec(["ls", "-la"])
 ```
 
-## Interactive Commands
+> **A string command is *not* run through a shell.** `docker-py` tokenizes it with `shlex.split`, so shell features such as pipes, redirections, and variable expansion are passed through literally — `container.exec("echo $HOME")` prints the text `$HOME`, not your home directory. When you need shell behavior, invoke a shell explicitly: `container.exec(["sh", "-c", "echo $HOME"])`.
 
-For interactive commands, you can use the `exec_interactive` method:
+## Command Execution with Options
+
+To customize how a command runs — the user, environment, or working directory — pass an `ExecConfig`:
 
 ```python
-with GenericContainer("alpine:latest") as container:
-    # Start an interactive shell
-    container.exec_interactive(["sh"])
-```
+from testcontainers.core.container import DockerContainer, ExecConfig
 
-## Command Execution with Timeout
+with DockerContainer("alpine:latest") as container:
+    # Execute command as a specific user
+    result = container.exec(ExecConfig(command=["whoami"], user="nobody"))
 
-You can set a timeout for command execution:
+    # Execute command with environment variables
+    # (use a command that reads the environment, e.g. printenv -- a bare
+    # argv command is not shell-expanded, see the note above)
+    result = container.exec(ExecConfig(command=["printenv", "TEST_VAR"], environment={"TEST_VAR": "test_value"}))
 
-```python
-with GenericContainer("alpine:latest") as container:
-    # Execute command with timeout
-    try:
-        exit_code, output = container.exec(
-            ["sleep", "10"],
-            timeout=5  # Timeout in seconds
-        )
-    except TimeoutError:
-        print("Command timed out")
+    # Execute command in a working directory (str or pathlib.Path)
+    result = container.exec(ExecConfig(command=["pwd"], workdir="/tmp"))
 ```
 
-## Command Execution with Privileges
-
-For commands that require elevated privileges:
+`ExecConfig` is a frozen dataclass: only `command` is required, and `user`, `environment`, `workdir`, and `privileged` are optional. Because it is immutable, the idiomatic way to derive a variant is `dataclasses.replace`:
 
 ```python
-with GenericContainer("alpine:latest") as container:
-    # Execute command with privileges
-    exit_code, output = container.exec(
-        ["mount"],
-        privileged=True
-    )
+from dataclasses import replace
+
+base = ExecConfig(command=["pwd"], workdir="/tmp")
+in_var = replace(base, workdir="/var")
 ```
 
-## Command Execution with TTY
+## Command Execution with Privileges
 
-For commands that require a TTY:
+For commands that require elevated privileges, set `privileged=True`:
 
 ```python
-with GenericContainer("alpine:latest") as container:
-    # Execute command with TTY
-    exit_code, output = container.exec(
-        ["top"],
-        tty=True
-    )
+from testcontainers.core.container import DockerContainer, ExecConfig
+
+with DockerContainer("alpine:latest") as container:
+    # Execute command with privileges
+    result = container.exec(ExecConfig(command=["mount"], privileged=True))
 ```
 
 ## Best Practices
 
-1. Use appropriate timeouts for long-running commands
-2. Handle command failures gracefully
-3. Use environment variables for configuration
-4. Consider security implications of privileged commands
-5. Clean up after command execution
-6. Use appropriate user permissions
-7. Handle command output appropriately
-8. Consider using shell scripts for complex commands
+1. Handle command failures gracefully — check `exit_code` rather than assuming success
+2. Use environment variables for configuration
+3. Consider security implications of privileged commands
+4. Clean up after command execution
+5. Use appropriate user permissions
+6. Decode `output` from bytes when you need text
+7. Use an explicit `["sh", "-c", ...]` invocation for commands that rely on shell features
 
 ## Common Use Cases
 
@@ -121,7 +97,9 @@ with PostgresContainer() as postgres:
 ### File Operations
 
 ```python
-with GenericContainer("alpine:latest") as container:
+from testcontainers.core.container import DockerContainer
+
+with DockerContainer("alpine:latest") as container:
     # Create a directory
     container.exec(["mkdir", "-p", "/data"])
 
@@ -129,15 +107,17 @@ with GenericContainer("alpine:latest") as container:
     container.exec(["chmod", "755", "/data"])
 
     # List files
-    exit_code, output = container.exec(["ls", "-la", "/data"])
+    result = container.exec(["ls", "-la", "/data"])
 ```
 
 ### Service Management
 
 ```python
-with GenericContainer("nginx:alpine") as container:
+from testcontainers.core.container import DockerContainer
+
+with DockerContainer("nginx:alpine") as container:
     # Check service status
-    exit_code, output = container.exec(["nginx", "-t"])
+    result = container.exec(["nginx", "-t"])
 
     # Reload configuration
     container.exec(["nginx", "-s", "reload"])
@@ -151,7 +131,6 @@ If you encounter issues with command execution:
 2. Verify user permissions
 3. Check container state
 4. Verify command availability
-5. Check for timeout issues
-6. Verify environment variables
-7. Check working directory
-8. Verify TTY requirements
+5. Verify environment variables
+6. Check the working directory
+7. Remember that string commands are tokenized, not shell-interpreted
diff --git a/src/testcontainers/core/container.py b/src/testcontainers/core/container.py
index 9b2148ae0..76fce9c14 100644
--- a/src/testcontainers/core/container.py
+++ b/src/testcontainers/core/container.py
@@ -4,6 +4,7 @@
 import pathlib
 import sys
 import tarfile
+from dataclasses import dataclass
 from os import PathLike
 from socket import socket
 from types import TracebackType
@@ -45,6 +46,34 @@ class BytesExecResult(ExecResult):
     output: bytes
 
 
+@dataclass(frozen=True)
+class ExecConfig:
+    """Configuration for a command executed inside a running container.
+
+    Backend-agnostic data carrier. Only `command` is required, and every other field
+    defaults to `None`/`False`.
+
+    `command` accepts either an argv `list[str]` or a `str`. Both are forwarded untouched.
+    """
+
+    command: Union[str, list[str]]
+    user: Optional[str] = None
+    environment: Optional[dict[str, str]] = None
+    workdir: Optional[Union[str, PathLike[str]]] = None
+    privileged: bool = False
+
+    def to_exec_run_kwargs(self) -> dict[str, Any]:
+        """Yield the kwargs-dict equivalent for a `docker-py` `exec_run()` call."""
+
+        return {
+            "cmd": self.command,
+            "user": self.user or "",
+            "environment": self.environment,
+            "workdir": str(self.workdir) if self.workdir is not None else None,
+            "privileged": self.privileged,
+        }
+
+
 class DockerContainer:
     """
 
@@ -358,10 +387,11 @@ def status(self) -> str:
             return "not_started"
         return self._container.status
 
-    def exec(self, command: Union[str, list[str]]) -> BytesExecResult:
+    def exec(self, command: Union[str, list[str], ExecConfig]) -> BytesExecResult:
         if not self._container:
             raise ContainerStartException("Container should be started before executing a command")
-        result = self._container.exec_run(command)
+        config = command if isinstance(command, ExecConfig) else ExecConfig(command=command)
+        result = self._container.exec_run(**config.to_exec_run_kwargs())
         assert isinstance(result.output, bytes)
         return BytesExecResult(result[0], result[1])
 
diff --git a/tests/core/test_exec.py b/tests/core/test_exec.py
new file mode 100644
index 000000000..949fdfac4
--- /dev/null
+++ b/tests/core/test_exec.py
@@ -0,0 +1,216 @@
+"""Behavioral tests for ``DockerContainer.exec``.
+
+The tests in this module are split in two:
+
+* The functions below pin the *current* behavior of ``.exec()`` as it forwards
+  ``str`` and ``list[str]`` commands to ``docker-py``'s ``exec_run``. They exist
+  to make any future change in interpretation a visible, intentional diff.
+* In particular, they nail down a sharp edge: ``docker-py`` tokenizes a ``str``
+  command with ``shlex.split`` and never wraps it in a shell. Pipes, redirects,
+  and variable expansion are therefore *not* interpreted -- a fact that is easy
+  to assume otherwise and was previously untested.
+"""
+
+from collections.abc import Iterator
+from dataclasses import FrozenInstanceError, replace
+from pathlib import Path
+from typing import TYPE_CHECKING
+from unittest.mock import MagicMock
+
+import pytest
+from docker.models.containers import ExecResult
+
+from testcontainers.core.container import DockerContainer, ExecConfig
+from testcontainers.core.exceptions import ContainerStartException
+
+if TYPE_CHECKING:
+    from pytest_mock import MockerFixture
+
+
+@pytest.fixture(scope="module")
+def running_container() -> Iterator[DockerContainer]:
+    """A long-lived alpine container to exec against (exec is read-only here)."""
+    container = DockerContainer("alpine").with_command("tail -f /dev/null")
+    with container:
+        yield container
+
+
+def test_exec_str_command(running_container: DockerContainer) -> None:
+    result = running_container.exec("echo hello")
+    assert result.exit_code == 0
+    assert isinstance(result.output, bytes)
+    assert result.output.strip() == b"hello"
+
+
+def test_exec_list_command(running_container: DockerContainer) -> None:
+    result = running_container.exec(["echo", "hello"])
+    assert result.exit_code == 0
+    assert result.output.strip() == b"hello"
+
+
+def test_exec_nonzero_exit_code_is_propagated(running_container: DockerContainer) -> None:
+    result = running_container.exec(["sh", "-c", "exit 3"])
+    assert result.exit_code == 3
+
+
+def test_str_command_is_tokenized_not_shell_interpreted(running_container: DockerContainer) -> None:
+    """A ``str`` command is split with ``shlex``, not run through a shell.
+
+    ``echo a | wc -l`` becomes the argv ``["echo", "a", "|", "wc", "-l"]``, so
+    ``echo`` prints the pipe and ``wc`` literally instead of counting lines.
+    """
+    result = running_container.exec("echo a | wc -l")
+    assert result.exit_code == 0
+    assert result.output.strip() == b"a | wc -l"
+
+
+def test_str_command_does_not_redirect(running_container: DockerContainer) -> None:
+    result = running_container.exec("echo hi > /tmp/frob")
+    assert result.exit_code == 0
+    assert result.output.strip() == b"hi > /tmp/frob"
+
+
+def test_str_command_does_not_expand_variables(running_container: DockerContainer) -> None:
+    """No shell means no parameter expansion: ``$HOME`` reaches ``echo`` verbatim."""
+    result = running_container.exec("echo $HOME")
+    assert result.exit_code == 0
+    assert result.output.strip() == b"$HOME"
+
+
+# --- Pure unit tests for the config -> exec_run kwargs seam (no Docker needed) ---
+
+
+def test_exec_config_requires_only_command() -> None:
+    config = ExecConfig(command=["echo", "hi"])
+    assert config.command == ["echo", "hi"]
+    assert config.user is None
+    assert config.environment is None
+    assert config.workdir is None
+    assert config.privileged is False
+
+
+def test_exec_config_is_frozen() -> None:
+    config = ExecConfig(command="true")
+    with pytest.raises(FrozenInstanceError):
+        config.user = "frob"  # type: ignore[misc]
+
+
+def test_exec_config_supports_dataclasses_replace() -> None:
+    base = ExecConfig(command="true")
+    derived = replace(base, workdir="/tmp", user="frob")
+    assert base.workdir is None  # original untouched
+    assert base.user is None
+    assert derived.command == "true"
+    assert derived.workdir == "/tmp"
+    assert derived.user == "frob"
+
+
+def test_kwargs_defaults_collapse_user_to_docker_sentinel() -> None:
+    kwargs = ExecConfig(command=["whoami"]).to_exec_run_kwargs()
+    assert kwargs == {
+        "cmd": ["whoami"],
+        "user": "",  # docker-py's empty-string sentinel, not our None
+        "environment": None,
+        "workdir": None,
+        "privileged": False,
+    }
+
+
+def test_kwargs_forward_str_command_verbatim() -> None:
+    # docker-py does its own shlex tokenization; we must not pre-split.
+    assert ExecConfig(command="echo a | wc -l").to_exec_run_kwargs()["cmd"] == "echo a | wc -l"
+
+
+def test_kwargs_pass_through_user_environment_and_privileged() -> None:
+    kwargs = ExecConfig(command=["env"], user="frob", environment={"FROB": "243"}, privileged=True).to_exec_run_kwargs()
+    assert kwargs["user"] == "frob"
+    assert kwargs["environment"] == {"FROB": "243"}
+    assert kwargs["privileged"] is True
+
+
+def test_kwargs_stringify_pathlike_workdir() -> None:
+    kwargs = ExecConfig(command=["pwd"], workdir=Path("/tmp/xyzzy")).to_exec_run_kwargs()
+    assert kwargs["workdir"] == "/tmp/xyzzy"
+    assert isinstance(kwargs["workdir"], str)
+
+
+def test_kwargs_leave_unset_workdir_as_none() -> None:
+    assert ExecConfig(command=["pwd"]).to_exec_run_kwargs()["workdir"] is None
+
+
+@pytest.fixture
+def offline_container(mocker: "MockerFixture") -> DockerContainer:
+    """A DockerContainer whose client is mocked away, so exec() can be exercised
+    without a running daemon. ``_container`` is wired with a stub ``exec_run``."""
+    mocker.patch("testcontainers.core.container.DockerClient")
+    return DockerContainer("alpine")
+
+
+def test_exec_wraps_str_into_config_and_forwards_kwargs(offline_container: DockerContainer) -> None:
+    offline_container._container = MagicMock()
+    offline_container._container.exec_run.return_value = ExecResult(exit_code=0, output=b"hi")
+    result = offline_container.exec("echo hi")
+    offline_container._container.exec_run.assert_called_once_with(
+        cmd="echo hi", user="", environment=None, workdir=None, privileged=False
+    )
+    assert result.exit_code == 0
+    assert result.output == b"hi"
+
+
+def test_exec_accepts_exec_config_directly(offline_container: DockerContainer) -> None:
+    offline_container._container = MagicMock()
+    offline_container._container.exec_run.return_value = ExecResult(exit_code=0, output=b"hi")
+    offline_container.exec(ExecConfig(command=["pwd"], workdir=Path("/tmp"), user="frob"))
+    offline_container._container.exec_run.assert_called_once_with(
+        cmd=["pwd"], user="frob", environment=None, workdir="/tmp", privileged=False
+    )
+
+
+def test_exec_before_start_raises(mocker: "MockerFixture") -> None:
+    mocker.patch("testcontainers.core.container.DockerClient")
+    with pytest.raises(ContainerStartException):
+        DockerContainer("alpine").exec("true")
+
+
+# --- Integration tests for the new ExecConfig fields (require a Docker daemon) ---
+
+
+def test_exec_config_workdir_str(running_container: DockerContainer) -> None:
+    result = running_container.exec(ExecConfig(command=["pwd"], workdir="/tmp"))
+    assert result.exit_code == 0
+    assert result.output.strip() == b"/tmp"
+
+
+def test_exec_config_workdir_accepts_pathlib_path(running_container: DockerContainer) -> None:
+    result = running_container.exec(ExecConfig(command=["pwd"], workdir=Path("/tmp")))
+    assert result.exit_code == 0
+    assert result.output.strip() == b"/tmp"
+
+
+def test_exec_config_environment(running_container: DockerContainer) -> None:
+    result = running_container.exec(ExecConfig(command=["env"], environment={"FROB": "243"}))
+    assert result.exit_code == 0
+    assert b"FROB=243" in result.output
+
+
+def test_exec_config_user(running_container: DockerContainer) -> None:
+    as_default = running_container.exec(ExecConfig(command=["whoami"]))
+    as_nobody = running_container.exec(ExecConfig(command=["whoami"], user="nobody"))
+    assert as_default.output.strip() == b"root"
+    assert as_nobody.output.strip() == b"nobody"
+
+
+def test_exec_config_privileged_grants_more_capabilities(running_container: DockerContainer) -> None:
+    """A privileged exec receives the full capability set, even though the
+    container itself is unprivileged -- so its CapEff strictly exceeds the
+    default exec's. We read the effective set straight from procfs."""
+
+    def cap_eff(config: ExecConfig) -> int:
+        output = running_container.exec(config).output.decode()
+        # /proc/self/status line looks like: "CapEff:\t00000000a80425fb"
+        line = next(ln for ln in output.splitlines() if ln.startswith("CapEff:"))
+        return int(line.split()[1], 16)
+
+    default_caps = cap_eff(ExecConfig(command=["grep", "CapEff", "/proc/self/status"]))
+    privileged_caps = cap_eff(ExecConfig(command=["grep", "CapEff", "/proc/self/status"], privileged=True))
+    assert privileged_caps > default_caps

From 6018da37338a24a2407ee16620c78755533a8358 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Thu, 11 Jun 2026 02:04:43 +0300
Subject: [PATCH 164/208] fix(core): make is_podman respect resolved docker
 host (#1048)

Follow-up to #1026 (auto-detect DOCKER_HOST from the current docker
context).

## Problem

`is_podman()` used a bare `docker.from_env()`, which ignores the host
resolved by `get_docker_host()` and never sets `use_ssh_client` for SSH
hosts.

When a remote daemon is configured via a docker context (and
`DOCKER_HOST` is not exported), `is_podman()` hit the local default
socket, failed, and silently returned `False`. Two consequences:

- Podman over a docker context was never detected, so Podman-specific
normalisation (e.g. in the port tests) was skipped.
- SSH-based remote daemons could not be queried at all (paramiko also
fails under pytest stdin capture, which is why `DockerClient` passes
`use_ssh_client=True`).

## Fix

`is_podman()` now resolves the host the same way `DockerClient` does: it
builds a client with the resolved `base_url` (and `use_ssh_client=True`
for `ssh://`), and only falls back to `docker.from_env()` when no host
is resolved.

## Tests

- Pinned `get_docker_host` to `None` in the existing `test_is_podman`
parametrisation so it is deterministic regardless of the docker context
configured on the machine running it (it was silently passing only when
no context was set).
- Added `test_is_podman_uses_resolved_host` covering the resolved-host
SSH branch.

## Verified manually

Ran `tests/core/test_core_ports.py` and
`tests/core/test_docker_client.py` against two remote backends over SSH:

| Context | Backend | `is_podman()` | Port tests |
| --- | --- | --- | --- |
| remote Podman | Podman 5.4 | `True` (was `False`) | 26 passed (was 10
failed) |
| remote Docker | Docker 29.4 | `False` | 26 passed |

Also simulated the Docker Desktop `desktop-linux` context from #757:
`get_docker_host()` returns the context socket and `is_podman()` queries
that same socket, returning `False` as expected.
---
 src/testcontainers/core/docker_client.py | 17 +++++++++++++---
 tests/core/test_docker_client.py         | 25 ++++++++++++++++++++++++
 2 files changed, 39 insertions(+), 3 deletions(-)

diff --git a/src/testcontainers/core/docker_client.py b/src/testcontainers/core/docker_client.py
index 34086beb5..2fcd8a5f6 100644
--- a/src/testcontainers/core/docker_client.py
+++ b/src/testcontainers/core/docker_client.py
@@ -535,9 +535,20 @@ def is_podman() -> bool:
     ``pytest.mark.skipif`` decorators.
     """
     try:
-        # Use docker.from_env() directly rather than DockerClient() so we avoid
-        # the constructor's side effects (DOCKER_HOST mutation, registry login).
-        version = docker.from_env().version()
+        # Build the client directly rather than via DockerClient() so we avoid
+        # the constructor's side effects (registry login). We still resolve the
+        # host the same way DockerClient does so that hosts coming from the
+        # docker context (and SSH connections) are detected correctly.
+        docker_host = get_docker_host()
+        if docker_host:
+            client_kwargs: dict[str, Any] = {"base_url": docker_host}
+            if docker_host.startswith("ssh://"):
+                # Mirror DockerClient: use the shell SSH client to avoid paramiko
+                # failures under pytest stdin capture.
+                client_kwargs["use_ssh_client"] = True
+            version = docker.DockerClient(**client_kwargs).version()
+        else:
+            version = docker.from_env().version()
     except Exception as e:
         LOGGER.debug(f"is_podman: failed to query daemon version: {e}")
         return False
diff --git a/tests/core/test_docker_client.py b/tests/core/test_docker_client.py
index 990d0afd4..293c03a29 100644
--- a/tests/core/test_docker_client.py
+++ b/tests/core/test_docker_client.py
@@ -373,6 +373,9 @@ def test_is_podman(monkeypatch: pytest.MonkeyPatch, version: object, expected: b
     from testcontainers.core import docker_client as dc
 
     dc.is_podman.cache_clear()
+    # Force the no-host branch so the test is deterministic regardless of the
+    # docker context configured on the machine running it.
+    monkeypatch.setattr("testcontainers.core.docker_client.get_docker_host", lambda: None)
     mock_client = MagicMock()
     if isinstance(version, Exception):
         monkeypatch.setattr("testcontainers.core.docker_client.docker.from_env", MagicMock(side_effect=version))
@@ -389,6 +392,28 @@ def test_is_podman(monkeypatch: pytest.MonkeyPatch, version: object, expected: b
         dc.is_podman.cache_clear()
 
 
+def test_is_podman_uses_resolved_host(monkeypatch: pytest.MonkeyPatch) -> None:
+    """When a host is resolved (e.g. from the docker context), is_podman must
+    query that host rather than falling back to docker.from_env defaults."""
+    from testcontainers.core import docker_client as dc
+
+    dc.is_podman.cache_clear()
+    monkeypatch.setattr("testcontainers.core.docker_client.get_docker_host", lambda: "ssh://root@remote-podman")
+    mock_client = MagicMock()
+    mock_client.version.return_value = {"Platform": {"Name": "Podman Engine"}}
+    mock_docker_client = MagicMock(return_value=mock_client)
+    monkeypatch.setattr("testcontainers.core.docker_client.docker.DockerClient", mock_docker_client)
+    monkeypatch.setattr(
+        "testcontainers.core.docker_client.docker.from_env",
+        MagicMock(side_effect=AssertionError("should not call from_env when host resolved")),
+    )
+    try:
+        assert dc.is_podman() is True
+        mock_docker_client.assert_called_once_with(base_url="ssh://root@remote-podman", use_ssh_client=True)
+    finally:
+        dc.is_podman.cache_clear()
+
+
 def _mock_docker_context(name: str, host: str) -> MagicMock:
     context = MagicMock()
     context.Name = name

From 8348845ea7468db586148e9c265c0983a4f115b9 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Thu, 11 Jun 2026 02:05:31 +0300
Subject: [PATCH 165/208] docs: fix building images guide to use real
 DockerImage API (#1047)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

## What

The `docs/features/building_images.md` guide documented a
`build_image()` function imported from `testcontainers.core.container`.
That function does not exist anywhere in the source — the entire page
was based on a non-existent API.

This rewrites the guide to use the actual public API, the `DockerImage`
context manager from `testcontainers.core.image`.

## Changes

- Use `DockerImage(...)` as a context manager together with
`DockerContainer(str(image))`.
- Correct argument names: `dockerfile_path` (was `dockerfile`),
`no_cache` (was `nocache`).
- Remove the non-existent `context` argument — the build context **is**
the `path` argument.
- Document the build inspection helpers (`short_id`, `get_logs`,
`get_wrapped_image`) and the `clean_up` behavior.
- Clarify that extra kwargs (`buildargs`, `target`, `platform`,
`labels`, `cache_from`) are forwarded to docker-py's `images.build`.

## Context

Dockerfile support requested in #83 is already implemented via
`DockerImage`; only the documentation was inaccurate. Relates to #83.

Docs-only change; no code or tests affected.
---
 docs/features/building_images.md | 204 ++++++++++++++++---------------
 1 file changed, 103 insertions(+), 101 deletions(-)

diff --git a/docs/features/building_images.md b/docs/features/building_images.md
index d59e14a2b..615ef9a89 100644
--- a/docs/features/building_images.md
+++ b/docs/features/building_images.md
@@ -4,113 +4,136 @@ Testcontainers-Python allows you to build Docker images from Dockerfiles during
 
 ## Basic Image Building
 
-The simplest way to build an image is using the `build_image` function:
+The simplest way to build an image is using the `DockerImage` class. It is a context manager that builds the image on entry and removes it on exit:
 
 ```python
-from testcontainers.core.container import build_image
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.image import DockerImage
 
-# Build an image from a Dockerfile
-image = build_image(
-    path="path/to/dockerfile/directory",
-    tag="myapp:test"
-)
-
-# Use the built image
-with GenericContainer(image) as container:
-    # Your test code here
-    pass
+# Build an image from a build context containing a Dockerfile
+with DockerImage(path="path/to/dockerfile/directory", tag="myapp:test") as image:
+    # Use the built image
+    with DockerContainer(str(image)) as container:
+        # Your test code here
+        pass
 ```
 
-## Building with Options
+`path` is the build context directory. By default the Dockerfile is expected to be named `Dockerfile` within that directory.
 
-You can customize the build process with various options:
+## Building with a Custom Dockerfile
+
+Use `dockerfile_path` to point at a Dockerfile with a different name or location (relative to the build context):
 
 ```python
-# Build with specific Dockerfile
-image = build_image(
+with DockerImage(
     path="path/to/dockerfile/directory",
-    dockerfile="Dockerfile.test",
-    tag="myapp:test"
-)
+    dockerfile_path="Dockerfile.test",
+    tag="myapp:test",
+) as image:
+    ...
+```
+
+## Building with Options
+
+Any additional keyword arguments are forwarded to the underlying docker-py
+[`images.build`](https://docker-py.readthedocs.io/en/stable/images.html#docker.models.images.ImageCollection.build)
+call, so you can use all of its options.
 
-# Build with build arguments
-image = build_image(
+### Build Arguments
+
+```python
+with DockerImage(
     path="path/to/dockerfile/directory",
+    tag="myapp:test",
     buildargs={
         "VERSION": "1.0.0",
-        "ENVIRONMENT": "test"
+        "ENVIRONMENT": "test",
     },
-    tag="myapp:test"
-)
+) as image:
+    ...
+```
 
-# Build with target stage
-image = build_image(
+### Target Stage
+
+```python
+with DockerImage(
     path="path/to/dockerfile/directory",
+    tag="myapp:test",
     target="test",
-    tag="myapp:test"
-)
+) as image:
+    ...
 ```
 
-## Building with Context
+### Disabling the Build Cache
 
-You can specify a build context:
+Use the `no_cache` argument to bypass the build cache (equivalent to the CLI's `--no-cache`):
 
 ```python
-# Build with specific context
-image = build_image(
+with DockerImage(
     path="path/to/dockerfile/directory",
-    context="path/to/build/context",
-    tag="myapp:test"
-)
+    tag="myapp:test",
+    no_cache=True,
+) as image:
+    ...
 ```
 
-## Building with Cache
-
-You can control build caching:
+You can also reuse cache layers from existing images with `cache_from`:
 
 ```python
-# Build without cache
-image = build_image(
-    path="path/to/dockerfile/directory",
-    nocache=True,
-    tag="myapp:test"
-)
-
-# Build with specific cache from
-image = build_image(
+with DockerImage(
     path="path/to/dockerfile/directory",
+    tag="myapp:test",
     cache_from=["myapp:latest"],
-    tag="myapp:test"
-)
+) as image:
+    ...
 ```
 
-## Building with Platform
-
-You can specify the target platform:
+### Platform
 
 ```python
-# Build for specific platform
-image = build_image(
+with DockerImage(
     path="path/to/dockerfile/directory",
+    tag="myapp:test",
     platform="linux/amd64",
-    tag="myapp:test"
-)
+) as image:
+    ...
 ```
 
-## Building with Labels
-
-You can add labels to the built image:
+### Labels
 
 ```python
-# Build with labels
-image = build_image(
+with DockerImage(
     path="path/to/dockerfile/directory",
+    tag="myapp:test",
     labels={
         "test": "true",
-        "environment": "test"
+        "environment": "test",
     },
-    tag="myapp:test"
-)
+) as image:
+    ...
+```
+
+## Inspecting the Build
+
+`DockerImage` exposes helpers to inspect the result of a build:
+
+```python
+with DockerImage(path="path/to/dockerfile/directory", tag="myapp:test") as image:
+    print(image.short_id)        # short image ID
+    print(str(image))            # tag if set, otherwise short ID
+    logs = image.get_logs()      # list of build log entries
+    wrapped = image.get_wrapped_image()  # underlying docker-py Image
+```
+
+## Cleaning Up
+
+By default the image is removed when the context manager exits. Set `clean_up=False`
+to keep the image after the block completes:
+
+```python
+with DockerImage(path="path/to/dockerfile/directory", tag="myapp:test", clean_up=False) as image:
+    ...
+# image is still available here
 ```
 
 ## Best Practices
@@ -120,9 +143,8 @@ image = build_image(
 3. Use build arguments for configuration
 4. Consider build context size
 5. Use appropriate build caching
-6. Handle build failures
-7. Use appropriate platforms
-8. Add meaningful labels
+6. Use appropriate platforms
+7. Add meaningful labels
 
 ## Common Use Cases
 
@@ -130,50 +152,31 @@ image = build_image(
 
 ```python
 def test_custom_image():
-    # Build test image
-    image = build_image(
+    with DockerImage(
         path="path/to/dockerfile/directory",
+        tag="myapp:test",
         buildargs={"TEST_MODE": "true"},
-        tag="myapp:test"
-    )
-
-    # Use the test image
-    with GenericContainer(image) as container:
-        # Your test code here
-        pass
-```
-
-### Building with Dependencies
-
-```python
-def test_with_dependencies():
-    # Build base image
-    base_image = build_image(
-        path="path/to/base/dockerfile/directory",
-        tag="myapp:base"
-    )
-
-    # Build test image using base
-    test_image = build_image(
-        path="path/to/test/dockerfile/directory",
-        cache_from=[base_image],
-        tag="myapp:test"
-    )
+    ) as image:
+        with DockerContainer(str(image)) as container:
+            # Your test code here
+            pass
 ```
 
 ### Building for Different Environments
 
 ```python
 def test_different_environments():
-    # Build for different environments
     environments = ["dev", "test", "staging"]
 
     for env in environments:
-        image = build_image(
+        with DockerImage(
             path="path/to/dockerfile/directory",
+            tag=f"myapp:{env}",
             buildargs={"ENVIRONMENT": env},
-            tag=f"myapp:{env}"
-        )
+        ) as image:
+            with DockerContainer(str(image)) as container:
+                # Your test code here
+                pass
 ```
 
 ## Troubleshooting
@@ -181,10 +184,9 @@ def test_different_environments():
 If you encounter issues with image building:
 
 1. Check Dockerfile syntax
-2. Verify build context
+2. Verify the build context (the `path` argument)
 3. Check for missing files
 4. Verify build arguments
 5. Check for platform compatibility
 6. Verify cache settings
-7. Check for resource limits
-8. Verify Docker daemon state
+7. Verify Docker daemon state

From c353b17732caf9cb41c35bb61a551b21db74e100 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 10 Jun 2026 21:39:33 -0400
Subject: [PATCH 166/208] chore(main): release testcontainers 4.15.0-rc4
 (#1046)

:robot: I have created a release *beep* *boop*
---


##
[4.15.0-rc4](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc3...testcontainers-v4.15.0-rc4)
(2026-06-11)


### Features

* extended configuration options for container.exec method
([#1050](https://github.com/testcontainers/testcontainers-python/issues/1050))
([7dee471](https://github.com/testcontainers/testcontainers-python/commit/7dee471547a9b659728ca6f87c20fa5fa35fbe58))
* **main:** enable typing for complete package
([237be27](https://github.com/testcontainers/testcontainers-python/commit/237be275fdca346f5ee53cee336fda2501e2b578))
* **main:** make legacy imports available with deprecation notice
([ab6cca8](https://github.com/testcontainers/testcontainers-python/commit/ab6cca8e99e9b564aefddfa14edbc48a27d5a7bc))
* **test:** start working on parallel-running tests (WIP!)
([2d24429](https://github.com/testcontainers/testcontainers-python/commit/2d2442929334dd8f1e6128df0ec6172ca08451af))


### Bug Fixes

* **arangodb:** replace deprecated add_hash_index with
add_persistent_index
([50bb202](https://github.com/testcontainers/testcontainers-python/commit/50bb20251ca09dac715727f486b09b7d810e93fd))
* **aws:** wrong path of test
([38089b0](https://github.com/testcontainers/testcontainers-python/commit/38089b06ac0ed69804807992c26fff6a03528b14))
* **ci:** correct coverage paths
([b21eccd](https://github.com/testcontainers/testcontainers-python/commit/b21eccdee23504a5a28159f62c39f126c02b544e))
* **ci:** fix community test selection
([5287fc8](https://github.com/testcontainers/testcontainers-python/commit/5287fc81d4a90c5c4a447fb19c18b0e37a4d3c12))
* **ci:** ignore [@overload](https://github.com/overload) in coverage
([592c6d1](https://github.com/testcontainers/testcontainers-python/commit/592c6d17e50ee83b7e390dc56197d2b214c856e5))
* **ci:** ignore TYPE_CHECKING block in coverage
([3bdc561](https://github.com/testcontainers/testcontainers-python/commit/3bdc561c0c03aad955e13b4e357cec74a0ebf5f3))
* **core/registry:** use relative import for _LocalRegistryContainer
([961e3d1](https://github.com/testcontainers/testcontainers-python/commit/961e3d1f30548f6408dc5a380badab13ec42568f))
* **core:** make is_podman respect resolved docker host
([#1048](https://github.com/testcontainers/testcontainers-python/issues/1048))
([6018da3](https://github.com/testcontainers/testcontainers-python/commit/6018da37338a24a2407ee16620c78755533a8358))
* **docs:** update docs reflecting new structure
([9427055](https://github.com/testcontainers/testcontainers-python/commit/9427055a6b832d99246d1ef8f304c4444e7e3a4e))
* **doctests:** Ensure paths are correct
([f777673](https://github.com/testcontainers/testcontainers-python/commit/f777673df0a1e6a7405e30288d73a3a5a38f6d81))
* **k3s:** replace tmpfs dict kwarg with with_tmpfs_mount()
([4d1da0c](https://github.com/testcontainers/testcontainers-python/commit/4d1da0cc99200c4224d8788b9733fc72364d91d6))
* **keycloak:** disable SSL requirement for master realm after start
([2a85595](https://github.com/testcontainers/testcontainers-python/commit/2a855958f2ae5e50f02fea708090cdde74dfdca8))
* **main:** adopt ci to new src structure
([dae421d](https://github.com/testcontainers/testcontainers-python/commit/dae421d08dc7c2b02850fc377546576fbbabbf5d))
* **main:** adopt imports to new structure
([9155677](https://github.com/testcontainers/testcontainers-python/commit/9155677ce124ffe5b5f5a4a4520d8b1d260729e7))
* **rabbitmq:** declare queue as durable
([2622736](https://github.com/testcontainers/testcontainers-python/commit/2622736a9a23e7ede94ee3f7d879e29b33da0695))
* **ruff:** add **/*_example.py to per-file-ignores for T201
([01dbd16](https://github.com/testcontainers/testcontainers-python/commit/01dbd16816852d254bbc2e1c7aafce12738814e7))
* **sftp:** remove redundant start() calls and fix SSH connection
options
([54cef56](https://github.com/testcontainers/testcontainers-python/commit/54cef56ffc53d43300908be5f1353cab02ba066b))
* **trino:** increase default startup timeout from 30s to 60s
([2940501](https://github.com/testcontainers/testcontainers-python/commit/2940501dcccab30e505978bb4c8e477a884cac16))
* **weaviate:** update and fix module
([5dd2aa1](https://github.com/testcontainers/testcontainers-python/commit/5dd2aa1892e345410a2b9f4a96c0b2c9eaeed3f7))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json |  2 +-
 CHANGELOG.md                          | 33 +++++++++++++++++++++++++++
 pyproject.toml                        |  2 +-
 3 files changed, 35 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index 28583f9c8..e82938f37 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.15.0-rc3"
+    ".": "4.15.0-rc4"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 75510da11..e264b62a2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,38 @@
 # Changelog
 
+## [4.15.0-rc4](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc3...testcontainers-v4.15.0-rc4) (2026-06-11)
+
+
+### Features
+
+* extended configuration options for container.exec method ([#1050](https://github.com/testcontainers/testcontainers-python/issues/1050)) ([7dee471](https://github.com/testcontainers/testcontainers-python/commit/7dee471547a9b659728ca6f87c20fa5fa35fbe58))
+* **main:** enable typing for complete package ([237be27](https://github.com/testcontainers/testcontainers-python/commit/237be275fdca346f5ee53cee336fda2501e2b578))
+* **main:** make legacy imports available with deprecation notice ([ab6cca8](https://github.com/testcontainers/testcontainers-python/commit/ab6cca8e99e9b564aefddfa14edbc48a27d5a7bc))
+* **test:** start working on parallel-running tests (WIP!) ([2d24429](https://github.com/testcontainers/testcontainers-python/commit/2d2442929334dd8f1e6128df0ec6172ca08451af))
+
+
+### Bug Fixes
+
+* **arangodb:** replace deprecated add_hash_index with add_persistent_index ([50bb202](https://github.com/testcontainers/testcontainers-python/commit/50bb20251ca09dac715727f486b09b7d810e93fd))
+* **aws:** wrong path of test ([38089b0](https://github.com/testcontainers/testcontainers-python/commit/38089b06ac0ed69804807992c26fff6a03528b14))
+* **ci:** correct coverage paths ([b21eccd](https://github.com/testcontainers/testcontainers-python/commit/b21eccdee23504a5a28159f62c39f126c02b544e))
+* **ci:** fix community test selection ([5287fc8](https://github.com/testcontainers/testcontainers-python/commit/5287fc81d4a90c5c4a447fb19c18b0e37a4d3c12))
+* **ci:** ignore [@overload](https://github.com/overload) in coverage ([592c6d1](https://github.com/testcontainers/testcontainers-python/commit/592c6d17e50ee83b7e390dc56197d2b214c856e5))
+* **ci:** ignore TYPE_CHECKING block in coverage ([3bdc561](https://github.com/testcontainers/testcontainers-python/commit/3bdc561c0c03aad955e13b4e357cec74a0ebf5f3))
+* **core/registry:** use relative import for _LocalRegistryContainer ([961e3d1](https://github.com/testcontainers/testcontainers-python/commit/961e3d1f30548f6408dc5a380badab13ec42568f))
+* **core:** make is_podman respect resolved docker host ([#1048](https://github.com/testcontainers/testcontainers-python/issues/1048)) ([6018da3](https://github.com/testcontainers/testcontainers-python/commit/6018da37338a24a2407ee16620c78755533a8358))
+* **docs:** update docs reflecting new structure ([9427055](https://github.com/testcontainers/testcontainers-python/commit/9427055a6b832d99246d1ef8f304c4444e7e3a4e))
+* **doctests:** Ensure paths are correct ([f777673](https://github.com/testcontainers/testcontainers-python/commit/f777673df0a1e6a7405e30288d73a3a5a38f6d81))
+* **k3s:** replace tmpfs dict kwarg with with_tmpfs_mount() ([4d1da0c](https://github.com/testcontainers/testcontainers-python/commit/4d1da0cc99200c4224d8788b9733fc72364d91d6))
+* **keycloak:** disable SSL requirement for master realm after start ([2a85595](https://github.com/testcontainers/testcontainers-python/commit/2a855958f2ae5e50f02fea708090cdde74dfdca8))
+* **main:** adopt ci to new src structure ([dae421d](https://github.com/testcontainers/testcontainers-python/commit/dae421d08dc7c2b02850fc377546576fbbabbf5d))
+* **main:** adopt imports to new structure ([9155677](https://github.com/testcontainers/testcontainers-python/commit/9155677ce124ffe5b5f5a4a4520d8b1d260729e7))
+* **rabbitmq:** declare queue as durable ([2622736](https://github.com/testcontainers/testcontainers-python/commit/2622736a9a23e7ede94ee3f7d879e29b33da0695))
+* **ruff:** add **/*_example.py to per-file-ignores for T201 ([01dbd16](https://github.com/testcontainers/testcontainers-python/commit/01dbd16816852d254bbc2e1c7aafce12738814e7))
+* **sftp:** remove redundant start() calls and fix SSH connection options ([54cef56](https://github.com/testcontainers/testcontainers-python/commit/54cef56ffc53d43300908be5f1353cab02ba066b))
+* **trino:** increase default startup timeout from 30s to 60s ([2940501](https://github.com/testcontainers/testcontainers-python/commit/2940501dcccab30e505978bb4c8e477a884cac16))
+* **weaviate:** update and fix module ([5dd2aa1](https://github.com/testcontainers/testcontainers-python/commit/5dd2aa1892e345410a2b9f4a96c0b2c9eaeed3f7))
+
 ## [4.15.0-rc3](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc2...testcontainers-v4.15.0-rc3) (2026-06-03)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 7a4797077..3b3adbada 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.15.0-rc3"  # auto-incremented by release-please
+version = "4.15.0-rc4"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From 9f41534688f07303ec81996db26a0a2d0d439e8a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 13 Jun 2026 10:58:42 +0300
Subject: [PATCH 167/208] chore(deps-dev): bump ruff from 0.15.16 to 0.15.17
 (#1053)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.16 to 0.15.17.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.15.17</h2>
<h2>Release Notes</h2>
<p>Released on 2026-06-11.</p>
<h3>Preview features</h3>
<ul>
<li>Allow human-readable names in suppression comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25614">#25614</a>)</li>
<li>Fix handling of <code>ignore</code> comments within a
<code>disable</code>/<code>enable</code> pair (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25845">#25845</a>)</li>
<li>Prioritize human-readable names in CLI output (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25869">#25869</a>)</li>
<li>Respect diagnostic start and parent ranges and trailing comments in
<code>ruff:ignore</code> suppressions (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25673">#25673</a>)</li>
<li>[<code>flake8-async</code>] Add <code>trio.as_safe_channel</code> to
safe decorators (<code>ASYNC119</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25775">#25775</a>)</li>
<li>[<code>flake8-pytest-style</code>] Also check
<code>pytest_asyncio</code> fixtures (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25375">#25375</a>)</li>
<li>[<code>ruff</code>] Ban <code>pytest</code> autouse fixtures
(<code>RUF076</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25477">#25477</a>)</li>
<li>[<code>pyupgrade</code>] Add <code>from __future__ import
annotations</code> automatically (<code>UP007</code>,
<code>UP045</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/23259">#23259</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>Fix diagnostic when <code>ruff:enable</code> or
<code>ruff:disable</code> appears where <code>ruff:ignore</code> is
expected (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25700">#25700</a>)</li>
<li>[<code>pyupgrade</code>] Preserve leading empty literals to avoid
syntax errors (<code>UP032</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25491">#25491</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-pytest-style</code>] Clarify diagnostic message for
single parameters (<code>PT007</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25592">#25592</a>)</li>
<li>[<code>numpy</code>] Drop autofix for <code>np.in1d</code>
(<code>NPY201</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25612">#25612</a>)</li>
<li>[<code>pylint</code>] Exempt Python version comparisons
(<code>PLR2004</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25743">#25743</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Reserve AST <code>Vec</code>s with correct capacity for common cases
(<a
href="https://redirect.github.com/astral-sh/ruff/pull/25451">#25451</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve whitespace for Quarto cell option comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25641">#25641</a>)</li>
</ul>
<h3>CLI</h3>
<ul>
<li>Allow rule names in <code>ruff rule</code> (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25640">#25640</a>)</li>
</ul>
<h3>Other changes</h3>
<ul>
<li>Fix playground diagnostics scrollbars (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25642">#25642</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/SuryanshSS1011"><code>@​SuryanshSS1011</code></a></li>
<li><a
href="https://github.com/anishgirianish"><code>@​anishgirianish</code></a></li>
<li><a
href="https://github.com/romero-deshaw"><code>@​romero-deshaw</code></a></li>
<li><a
href="https://github.com/karlhillx"><code>@​karlhillx</code></a></li>
<li><a href="https://github.com/carljm"><code>@​carljm</code></a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.15.17</h2>
<p>Released on 2026-06-11.</p>
<h3>Preview features</h3>
<ul>
<li>Allow human-readable names in suppression comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25614">#25614</a>)</li>
<li>Fix handling of <code>ignore</code> comments within a
<code>disable</code>/<code>enable</code> pair (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25845">#25845</a>)</li>
<li>Prioritize human-readable names in CLI output (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25869">#25869</a>)</li>
<li>Respect diagnostic start and parent ranges and trailing comments in
<code>ruff:ignore</code> suppressions (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25673">#25673</a>)</li>
<li>[<code>flake8-async</code>] Add <code>trio.as_safe_channel</code> to
safe decorators (<code>ASYNC119</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25775">#25775</a>)</li>
<li>[<code>flake8-pytest-style</code>] Also check
<code>pytest_asyncio</code> fixtures (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25375">#25375</a>)</li>
<li>[<code>ruff</code>] Ban <code>pytest</code> autouse fixtures
(<code>RUF076</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25477">#25477</a>)</li>
<li>[<code>pyupgrade</code>] Add <code>from __future__ import
annotations</code> automatically (<code>UP007</code>,
<code>UP045</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/23259">#23259</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>Fix diagnostic when <code>ruff:enable</code> or
<code>ruff:disable</code> appears where <code>ruff:ignore</code> is
expected (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25700">#25700</a>)</li>
<li>[<code>pyupgrade</code>] Preserve leading empty literals to avoid
syntax errors (<code>UP032</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25491">#25491</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-pytest-style</code>] Clarify diagnostic message for
single parameters (<code>PT007</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25592">#25592</a>)</li>
<li>[<code>numpy</code>] Drop autofix for <code>np.in1d</code>
(<code>NPY201</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25612">#25612</a>)</li>
<li>[<code>pylint</code>] Exempt Python version comparisons
(<code>PLR2004</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25743">#25743</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Reserve AST <code>Vec</code>s with correct capacity for common cases
(<a
href="https://redirect.github.com/astral-sh/ruff/pull/25451">#25451</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve whitespace for Quarto cell option comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25641">#25641</a>)</li>
</ul>
<h3>CLI</h3>
<ul>
<li>Allow rule names in <code>ruff rule</code> (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25640">#25640</a>)</li>
</ul>
<h3>Other changes</h3>
<ul>
<li>Fix playground diagnostics scrollbars (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25642">#25642</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/SuryanshSS1011"><code>@​SuryanshSS1011</code></a></li>
<li><a
href="https://github.com/anishgirianish"><code>@​anishgirianish</code></a></li>
<li><a
href="https://github.com/romero-deshaw"><code>@​romero-deshaw</code></a></li>
<li><a
href="https://github.com/karlhillx"><code>@​karlhillx</code></a></li>
<li><a href="https://github.com/carljm"><code>@​carljm</code></a></li>
<li><a href="https://github.com/ntBre"><code>@​ntBre</code></a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/astral-sh/ruff/commit/7c645a9a1be8258b9f9e005208a55a0b7e8e18f0"><code>7c645a9</code></a>
Bump 0.15.17 (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25872">#25872</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/f381eb1d54997cfbfa6f63c15dd2d760f70e85e1"><code>f381eb1</code></a>
Prioritize human-readable names in CLI output (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25869">#25869</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/b9b4546ad27d8fd12acc979e312a3ee25ef8ac4f"><code>b9b4546</code></a>
Minor workflow simplification (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25870">#25870</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/1e77ba02570bbe4952f7cf0e4ebb97b8b4e6e58d"><code>1e77ba0</code></a>
[ty] Move <code>PreformattedBlockScanner</code> to format-agnostic
location. (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25856">#25856</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/6f2b772285aa478e8aee3f4b54dfa9ce903a0ce1"><code>6f2b772</code></a>
[ty] Preserve nominal type of enum.property instances (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25849">#25849</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/be4777c8766a38d405a69948989cdfa2674adaae"><code>be4777c</code></a>
[ty] Fix site-package error when multiple versions of pythons are
installed i...</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/53f6ff7200983a67778fcba7106019d2615846f0"><code>53f6ff7</code></a>
Allow human-readable names in suppression comments (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25614">#25614</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/67403254192f3541bd7e1027c8f1805cf7a9c2be"><code>6740325</code></a>
[ty] Restrict uncached raw signature access (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25866">#25866</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/970b1bf4a4d83359c9e28cad5f127ebbd6769682"><code>970b1bf</code></a>
Auto-update snapshots when syncing typeshed (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25841">#25841</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/0785793750fd6c74124a189259822f1a28eb5c13"><code>0785793</code></a>
Fix handling of <code>ignore</code> comments within a
<code>disable</code>/<code>enable</code> pair (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25845">#25845</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.15.16...0.15.17">compare
view</a></li>
</ul>
</details>
<br />


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---
 uv.lock | 44 ++++++++++++++++++++++----------------------
 1 file changed, 22 insertions(+), 22 deletions(-)

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 [[package]]
@@ -5398,7 +5398,7 @@ wheels = [
 
 [[package]]
 name = "testcontainers"
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+version = "4.15.0rc4"
 source = { editable = "." }
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From e4a39e0d8a7693cd4007436522ad96c0bbb88dcd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 13 Jun 2026 12:00:57 +0300
Subject: [PATCH 168/208] chore(deps): bump cryptography from 48.0.0 to 48.0.1
 (#1052)

Bumps [cryptography](https://github.com/pyca/cryptography) from 48.0.0
to 48.0.1.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's
changelog</a>.</em></p>
<blockquote>
<p>48.0.1 - 2026-06-09</p>
<pre><code>
* Updated Windows, macOS, and Linux wheels to be compiled with OpenSSL
4.0.1.
<p>.. _v48-0-0:<br />
</code></pre></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyca/cryptography/commit/de987ce48ccfeb1abca41efa23b2bf73ec704f74"><code>de987ce</code></a>
48.0.1 version bump and changelog (<a
href="https://redirect.github.com/pyca/cryptography/issues/14996">#14996</a>)</li>
<li>See full diff in <a
href="https://github.com/pyca/cryptography/compare/48.0.0...48.0.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=cryptography&package-manager=uv&previous-version=48.0.0&new-version=48.0.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

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[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 102 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 51 insertions(+), 51 deletions(-)

diff --git a/uv.lock b/uv.lock
index ebff5c2d3..1415a7060 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1065,62 +1065,62 @@ toml = [
 
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 [[package]]

From 2e677e5a08d53e0d1d6c1c95d3eeac839bc5d1f9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 13 Jun 2026 12:01:30 +0300
Subject: [PATCH 169/208] chore(deps): bump boto3 from 1.43.21 to 1.43.28
 (#1054)

Bumps [boto3](https://github.com/boto/boto3) from 1.43.21 to 1.43.28.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/803cba4c19b46655b9cad22ee79effa859b8ead9"><code>803cba4</code></a>
Merge branch 'release-1.43.28'</li>
<li><a
href="https://github.com/boto/boto3/commit/0044dd351fad812c8cdd50d9df5fab462a83e292"><code>0044dd3</code></a>
Bumping version to 1.43.28</li>
<li><a
href="https://github.com/boto/boto3/commit/43e2d2aff83ee7cd378d778f72407e75f3d7e020"><code>43e2d2a</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/5d9ac3e8e5eaafd28f2d3421f244acb4a9195909"><code>5d9ac3e</code></a>
Merge branch 'release-1.43.27'</li>
<li><a
href="https://github.com/boto/boto3/commit/52b94814ece65bc44878a26ee46ff5663d609cf4"><code>52b9481</code></a>
Merge branch 'release-1.43.27' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/5e9f0497147c40a1608474aef4f4f0197d6e65e1"><code>5e9f049</code></a>
Bumping version to 1.43.27</li>
<li><a
href="https://github.com/boto/boto3/commit/d15fe8f5d040b7c8a75afa29db29702abc067399"><code>d15fe8f</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/5b0908294f0ecd2022608210212ce98e1a02d54d"><code>5b09082</code></a>
Bump github/codeql-action in the github-actions group (<a
href="https://redirect.github.com/boto/boto3/issues/4794">#4794</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/2dbd0901944b1b4481da5ac832e2bd2d3a5c2f7a"><code>2dbd090</code></a>
Merge branch 'release-1.43.26'</li>
<li><a
href="https://github.com/boto/boto3/commit/c0b69fb2de9cb9a87e757ad02773e5d5c0d13e83"><code>c0b69fb</code></a>
Merge branch 'release-1.43.26' into develop</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.43.21...1.43.28">compare
view</a></li>
</ul>
</details>
<br />


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---

<details>
<summary>Dependabot commands and options</summary>
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You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1415a7060..e7e96c06a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,30 +501,30 @@ wheels = [
 
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 [package.optional-dependencies]
@@ -534,16 +534,16 @@ boto3 = [
 
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+version = "1.43.28"
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/fa/8c/14916c353ce8a29d14cf6308c2bef842bbb25dde6defc620e26e28063331/botocore-1.43.28-py3-none-any.whl", hash = "sha256:8147adea89b4c9324e842cd8c01ea1a0e17c92cb6ebeaa8cb774f821cb5a7629", size = 15188401, upload-time = "2026-06-11T19:28:47.244Z" },
 ]
 
 [[package]]

From 27542f4ccb6b5f974c0ca418a571e979c6d49690 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 13 Jun 2026 12:02:04 +0300
Subject: [PATCH 170/208] chore(deps): bump azure-storage-blob from 12.29.0 to
 12.30.0 (#1055)

Bumps
[azure-storage-blob](https://github.com/Azure/azure-sdk-for-python) from
12.29.0 to 12.30.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Azure/azure-sdk-for-python/releases">azure-storage-blob's
releases</a>.</em></p>
<blockquote>
<h2>azure-storage-blob_12.30.0</h2>
<h2>12.30.0 (2026-06-08)</h2>
<h3>Features Added</h3>
<ul>
<li>Stable release of features from 12.30.0b1</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/245d2024e6764bb4dd5186b5cd30a776c46993cb"><code>245d202</code></a>
Branch prep for release</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/28ec40e74e2befab9c0556bcef3a18ff35e153e9"><code>28ec40e</code></a>
Modified changelogs</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/33398548b3c0757b9492c15e34b63909ba8feed8"><code>3339854</code></a>
Merge branch 'main' into release/storage/stg102</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/33075a4344c834bad6a3aec27de531aa198ea68a"><code>33075a4</code></a>
[Storage] Fix Changelog Typos (<a
href="https://redirect.github.com/Azure/azure-sdk-for-python/issues/46930">#46930</a>)</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/4b183cfef6eec45c721e47819203a0e3730870c2"><code>4b183cf</code></a>
[Storage] Updated changelogs after 101 GA (<a
href="https://redirect.github.com/Azure/azure-sdk-for-python/issues/46914">#46914</a>)</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/edf58336917ddb8ca30e98db2e2fafe076b349c2"><code>edf5833</code></a>
Regenerate azure-mgmt-storagesync with latest code generator tool (<a
href="https://redirect.github.com/Azure/azure-sdk-for-python/issues/46884">#46884</a>)</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/1f5e399c3219b6c36e0aa94ba8b5d875496424dc"><code>1f5e399</code></a>
[Storage] [Datalake] Fixed all <code>next-pylint</code> errors for
`azure-storage-file-d...</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/1a0788100a585e01a991ad13f4a494bb8c8ddd33"><code>1a07881</code></a>
[Storage] Fixed all errors in <code>next-pylint</code> for
<code>azure-storage-file-share</code> (#...</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/49343c0107973e7f17f5c0c270de5c5c2b39acfa"><code>49343c0</code></a>
[Storage] Fix all <code>next-pylint</code> errors for
<code>azure-storage-blob</code> (<a
href="https://redirect.github.com/Azure/azure-sdk-for-python/issues/46601">#46601</a>)</li>
<li><a
href="https://github.com/Azure/azure-sdk-for-python/commit/a1e9a0104ef883b8719238f4c13f1d73db87f4ef"><code>a1e9a01</code></a>
ensure that when azure-storage-extensions is added as a dev_req to any
of azu...</li>
<li>Additional commits viewable in <a
href="https://github.com/Azure/azure-sdk-for-python/compare/azure-storage-blob_12.29.0...azure-storage-blob_12.30.0">compare
view</a></li>
</ul>
</details>
<br />


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Dependabot will resolve any conflicts with this PR as long as you don't
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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index e7e96c06a..bec0fd5da 100644
--- a/uv.lock
+++ b/uv.lock
@@ -376,7 +376,7 @@ wheels = [
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.29.0"
+version = "12.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "azure-core" },
@@ -384,9 +384,9 @@ dependencies = [
     { name = "isodate" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/25/fdcf1e381922dbab8ba23d6fd78d397fe6cbac6b480310218834b7bc91fe/azure_storage_blob-12.29.0.tar.gz", hash = "sha256:2824ddd7ebc9056034ebc76b17971a38e9aa5835abb0d565b9700493f2a6c657", size = 611359, upload-time = "2026-05-15T03:34:59.865Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/48/84a820d898267f662b5c06f7cd76fdb8a9e272b44aa9376cef3ec0f6a294/azure_storage_blob-12.30.0.tar.gz", hash = "sha256:2cd74d4d5731e5eb6b8d5c5056ee115a5e88f8fdf22517b739836fda685018be", size = 618229, upload-time = "2026-06-08T11:45:35.575Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/2c/6ddee6a3e42d0236ba9259e4df7fa97fdc415ff0802b736c634baaf4b285/azure_storage_blob-12.29.0-py3-none-any.whl", hash = "sha256:ccf8a1bcd5e49df83ab85aab793b579e5ba2eeea2ad8900b2f62ca3a37dc391f", size = 434823, upload-time = "2026-05-15T03:35:01.837Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/0b/e106f0fd7fa785867d9ffcc47dc9e6237c0e58f51058473b777487a98edc/azure_storage_blob-12.30.0-py3-none-any.whl", hash = "sha256:d415ac50b67a8da6b3ae7e9f1014b1b55cd7aafa0b8d4ca9b380568dc7360423", size = 435610, upload-time = "2026-06-08T11:45:37.213Z" },
 ]
 
 [[package]]

From 0976c7e7ec3455e90731c84d4ab65de378d350d7 Mon Sep 17 00:00:00 2001
From: Florin <florinutz@gmail.com>
Date: Mon, 15 Jun 2026 13:59:28 +0200
Subject: [PATCH 171/208] fix(cratedb): add CrateDB community module (#1051)

Add a CrateDB module under testcontainers.community.cratedb, ported from
#888 and built on the generic SqlContainer base reintroduced in #892.

- CrateDBContainer extends community.generic.sql.SqlContainer;
single-node command, HTTP (4200) wait strategy so startup needs no DB
client library, crate:// SQLAlchemy connection URL
- deprecation shim at testcontainers.cratedb
- tests under tests/community/cratedb, docs, mkdocs nav entry, and the
`cratedb` optional-dependency (empty; sqlalchemy-cratedb is a test-group
dep)

Supersedes #888

---------

Co-authored-by: surister <surister98@gmail.com>
Co-authored-by: Andreas Motl <andreas.motl@elmyra.de>
---
 docs/community/cratedb.rst                    |   2 +
 docs/modules/cratedb.md                       |  34 ++++++
 docs/modules/cratedb_example.py               |  43 +++++++
 mkdocs.yml                                    |   1 +
 pyproject.toml                                |   5 +
 .../community/cratedb/__init__.py             | 112 ++++++++++++++++++
 src/testcontainers/cratedb.py                 |  15 +++
 tests/community/cratedb/test_cratedb.py       |  47 ++++++++
 uv.lock                                       |  59 ++++++++-
 9 files changed, 317 insertions(+), 1 deletion(-)
 create mode 100644 docs/community/cratedb.rst
 create mode 100644 docs/modules/cratedb.md
 create mode 100644 docs/modules/cratedb_example.py
 create mode 100644 src/testcontainers/community/cratedb/__init__.py
 create mode 100644 src/testcontainers/cratedb.py
 create mode 100644 tests/community/cratedb/test_cratedb.py

diff --git a/docs/community/cratedb.rst b/docs/community/cratedb.rst
new file mode 100644
index 000000000..a6603ca8e
--- /dev/null
+++ b/docs/community/cratedb.rst
@@ -0,0 +1,2 @@
+.. autoclass:: testcontainers.community.cratedb.CrateDBContainer
+.. title:: testcontainers.community.cratedb.CrateDBContainer
diff --git a/docs/modules/cratedb.md b/docs/modules/cratedb.md
new file mode 100644
index 000000000..5d660ee5c
--- /dev/null
+++ b/docs/modules/cratedb.md
@@ -0,0 +1,34 @@
+# CrateDB
+
+## Introduction
+
+The Testcontainers module for [CrateDB](https://cratedb.com), a distributed SQL
+database for real-time analytics. CrateDB is PostgreSQL wire-compatible and
+provides a SQLAlchemy dialect (`crate://`) that talks to its HTTP interface.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the CrateDB module to your python dependencies:
+
+```bash
+pip install testcontainers[cratedb] sqlalchemy sqlalchemy-cratedb
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Creating a CrateDB container](cratedb_example.py)
+
+<!--/codeinclude-->
+
+## Configuration
+
+The CrateDB container can be configured with the following parameters:
+
+- `image`: Docker image to use (default: `"crate/crate:latest"`)
+- `port`: container port used to build the connection URL (default: `4200`, the HTTP interface)
+- `username`: Database username (default: `"crate"`, or the `CRATEDB_USER` env var)
+- `password`: Database password (default: `"crate"`, or the `CRATEDB_PASSWORD` env var)
+- `dialect`: SQLAlchemy dialect used in the connection URL (default: `"crate"`)
+- `cmd_opts`: extra `-C<key>=<value>` options passed to CrateDB (merged over the single-node defaults)
diff --git a/docs/modules/cratedb_example.py b/docs/modules/cratedb_example.py
new file mode 100644
index 000000000..7d12d2b61
--- /dev/null
+++ b/docs/modules/cratedb_example.py
@@ -0,0 +1,43 @@
+import sqlalchemy
+from sqlalchemy import text
+
+from testcontainers.community.cratedb import CrateDBContainer
+
+
+def basic_example():
+    with CrateDBContainer("crate:latest") as cratedb:
+        # CrateDB speaks the SQLAlchemy `crate://` dialect over its HTTP interface.
+        engine = sqlalchemy.create_engine(cratedb.get_connection_url())
+
+        with engine.begin() as conn:
+            conn.execute(
+                text("""
+                CREATE TABLE IF NOT EXISTS summits (
+                    name TEXT PRIMARY KEY,
+                    height INT
+                )
+            """)
+            )
+            print("Created table")
+
+            conn.execute(
+                text("INSERT INTO summits (name, height) VALUES (:name, :height)"),
+                [
+                    {"name": "Mont Blanc", "height": 4808},
+                    {"name": "Monte Rosa", "height": 4634},
+                    {"name": "Dom", "height": 4545},
+                ],
+            )
+            # CrateDB is eventually consistent for reads; refresh to read-your-writes.
+            conn.execute(text("REFRESH TABLE summits"))
+            print("Inserted data")
+
+        with engine.connect() as conn:
+            result = conn.execute(text("SELECT name, height FROM summits ORDER BY height DESC"))
+            print("\nQuery results:")
+            for row in result:
+                print(f"Name: {row.name}, Height: {row.height}")
+
+
+if __name__ == "__main__":
+    basic_example()
diff --git a/mkdocs.yml b/mkdocs.yml
index 0a31629a2..d918b4238 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -58,6 +58,7 @@ nav:
           - modules/clickhouse.md
           - modules/cockroachdb.md
           - modules/cosmosdb.md
+          - modules/cratedb.md
           - modules/db2.md
           - modules/elasticsearch.md
           - modules/influxdb.md
diff --git a/pyproject.toml b/pyproject.toml
index 3b3adbada..a3e3aa9ee 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,6 +54,10 @@ cassandra = []
 clickhouse = ["clickhouse-driver"]
 cosmosdb = ["azure-cosmos>=4"]
 cockroachdb = []
+cratedb = [
+  "httpx",
+  "sqlalchemy-cratedb"
+]
 db2 = [
   "sqlalchemy>=2",
   "ibm_db_sa; platform_machine != 'aarch64' and platform_machine != 'arm64'",
@@ -128,6 +132,7 @@ test = [
   "pymilvus>=2",
   "paho-mqtt>=2",
   "sqlalchemy-cockroachdb>=2",
+  "sqlalchemy-cratedb",
   "paramiko>=4",
   "twine>=6.2.0",
   "anyio>=4",
diff --git a/src/testcontainers/community/cratedb/__init__.py b/src/testcontainers/community/cratedb/__init__.py
new file mode 100644
index 000000000..021f97075
--- /dev/null
+++ b/src/testcontainers/community/cratedb/__init__.py
@@ -0,0 +1,112 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+import os
+from typing import ClassVar, Optional
+
+from testcontainers.community.generic.sql import SqlContainer
+from testcontainers.core.utils import raise_for_deprecated_parameter
+from testcontainers.core.wait_strategies import HttpWaitStrategy
+
+# CrateDB's HTTP interface. The SQLAlchemy `crate://` dialect talks to CrateDB
+# over HTTP, so this is the port used for connection URLs and readiness checks.
+HTTP_PORT = 4200
+# CrateDB's PostgreSQL wire-protocol interface, exposed for convenience.
+PSQL_PORT = 5432
+
+
+class CrateDBContainer(SqlContainer):
+    """
+    CrateDB database container.
+
+    Example:
+
+        The example spins up a CrateDB database and connects to it using
+        SQLAlchemy and the ``sqlalchemy-cratedb`` dialect, which talks to
+        CrateDB over its HTTP interface (port 4200).
+
+        .. doctest::
+
+            >>> from testcontainers.community.cratedb import CrateDBContainer
+            >>> import sqlalchemy
+
+            >>> with CrateDBContainer("crate:5.10") as cratedb:
+            ...     engine = sqlalchemy.create_engine(cratedb.get_connection_url())
+            ...     with engine.begin() as connection:
+            ...         result = connection.execute(sqlalchemy.text("select name from sys.cluster"))
+            ...         cluster_name, = result.fetchone()
+    """
+
+    # Default command-line options. CrateDB needs single-node discovery to run
+    # as a one-node cluster suitable for testing.
+    CMD_OPTS: ClassVar[list[tuple[str, str]]] = [("discovery.type", "single-node")]
+
+    def __init__(
+        self,
+        image: str = "crate/crate:latest",
+        port: int = HTTP_PORT,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        dialect: str = "crate",
+        cmd_opts: Optional[list[tuple[str, str]]] = None,
+        **kwargs,
+    ) -> None:
+        """
+        :param image: Docker image name (with optional tag).
+        :param port: container port used to build the connection URL; defaults
+                     to the HTTP port (4200) used by the ``crate://`` dialect.
+        :param username: username for the DB; falls back to the ``CRATEDB_USER``
+                         environment variable, then ``crate``.
+        :param password: password for the DB; falls back to the
+                         ``CRATEDB_PASSWORD`` environment variable, then ``crate``.
+        :param dialect: SQLAlchemy dialect used in the connection URL.
+        :param cmd_opts: extra ``-C<key>=<value>`` options passed to CrateDB,
+                         merged over (and able to override) the defaults.
+        """
+        raise_for_deprecated_parameter(kwargs, "user", "username")
+        # Readiness is signaled by CrateDB's HTTP interface returning 200; this
+        # keeps startup free of any database client library.
+        super().__init__(image, wait_strategy=HttpWaitStrategy(HTTP_PORT).for_status_code(200), **kwargs)
+
+        cmd_opts = cmd_opts or []
+        default_cmd_opts = [s for s in self.CMD_OPTS if s[0] not in {k[0] for k in cmd_opts}]
+        self._command = self._build_cmd([*default_cmd_opts, *cmd_opts])
+
+        self.username = username or os.environ.get("CRATEDB_USER", "crate")
+        self.password = password or os.environ.get("CRATEDB_PASSWORD", "crate")
+        self.port = port
+        self.dialect = dialect
+
+        self.with_exposed_ports(HTTP_PORT, PSQL_PORT)
+
+    @staticmethod
+    def _build_cmd(opts: list[tuple[str, str]]) -> str:
+        """Render a CrateDB ``-C<key>=<value> ...`` command-line string."""
+        cmd = []
+        for key, val in opts:
+            if isinstance(val, bool):
+                val = str(val).lower()
+            cmd.append(f"-C{key}={val}")
+        return " ".join(cmd)
+
+    def _configure(self) -> None:
+        self.with_env("CRATEDB_USER", self.username)
+        self.with_env("CRATEDB_PASSWORD", self.password)
+
+    def get_connection_url(self, host: Optional[str] = None) -> str:
+        return self._create_connection_url(
+            dialect=self.dialect,
+            username=self.username,
+            password=self.password,
+            host=host,
+            port=self.port,
+        )
diff --git a/src/testcontainers/cratedb.py b/src/testcontainers/cratedb.py
new file mode 100644
index 000000000..eae33909c
--- /dev/null
+++ b/src/testcontainers/cratedb.py
@@ -0,0 +1,15 @@
+import warnings
+
+from testcontainers.community.cratedb import (
+    CrateDBContainer,
+)
+
+warnings.warn(
+    "testcontainers.cratedb is deprecated, use testcontainers.community.cratedb instead",
+    DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = [
+    "CrateDBContainer",
+]
diff --git a/tests/community/cratedb/test_cratedb.py b/tests/community/cratedb/test_cratedb.py
new file mode 100644
index 000000000..59132a4e2
--- /dev/null
+++ b/tests/community/cratedb/test_cratedb.py
@@ -0,0 +1,47 @@
+import urllib.parse
+
+import pytest
+import sqlalchemy
+
+from testcontainers.community.cratedb import CrateDBContainer
+
+
+@pytest.mark.parametrize("version", ["5.10", "latest"])
+def test_docker_run_cratedb(version: str):
+    with CrateDBContainer(f"crate:{version}") as cratedb:
+        engine = sqlalchemy.create_engine(cratedb.get_connection_url())
+        with engine.begin() as connection:
+            result = connection.execute(sqlalchemy.text("select 1 + 2 + 3 + 4 + 5"))
+            assert result.fetchone()[0] == 15
+
+
+def test_cratedb_connection_url():
+    with CrateDBContainer("crate:latest", username="crate", password="crate") as cratedb:
+        url = urllib.parse.urlparse(cratedb.get_connection_url())
+        assert url.scheme == "crate"
+        credentials, location = url.netloc.split("@")
+        assert credentials == "crate:crate"
+        host, port = location.split(":")
+        assert host == cratedb.get_container_host_ip()
+        assert int(port) == cratedb.get_exposed_port(cratedb.port)
+
+
+@pytest.mark.parametrize(
+    "cmd_opts, expected",
+    [
+        pytest.param(
+            [("indices.breaker.total.limit", "90%")],
+            "-Cdiscovery.type=single-node -Cindices.breaker.total.limit=90%",
+            id="add_cmd_option",
+        ),
+        pytest.param(
+            [("discovery.type", "zen"), ("indices.breaker.total.limit", "90%")],
+            "-Cdiscovery.type=zen -Cindices.breaker.total.limit=90%",
+            id="override_defaults",
+        ),
+    ],
+)
+def test_build_command(cmd_opts, expected):
+    # Pure unit test: the command line is assembled in __init__, no container is started.
+    cratedb = CrateDBContainer(cmd_opts=cmd_opts)
+    assert cratedb._command == expected
diff --git a/uv.lock b/uv.lock
index bec0fd5da..77c62b008 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1063,6 +1063,20 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
+[[package]]
+name = "crate"
+version = "2.1.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "orjson" },
+    { name = "urllib3" },
+    { name = "verlib2" },
+]
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+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2d/d1/3f9cfc180bf8961f178895f940fec0d8f04249aaf61e00b7bac6a4b89ffa/crate-2.1.2-py3-none-any.whl", hash = "sha256:3353807d71e77cb0a7a5cdfd1a59b8c90276517b7f86988578fc6d15eefb635e", size = 32419, upload-time = "2026-03-09T15:09:29.519Z" },
+]
+
 [[package]]
 name = "cryptography"
 version = "48.0.1"
@@ -1385,6 +1399,15 @@ wheels = [
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 ]
 
+[[package]]
+name = "geojson"
+version = "3.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/13/a9/bd61eee2c7904947094b74866b569f3fd5a8d6ac907ecdfecef74b19d459/geojson-3.3.0.tar.gz", hash = "sha256:92e83b9cb378a450b42f1207bb9b2a031f9fc89185f335153c44369b8b8b71fd", size = 25141, upload-time = "2026-05-28T21:48:08.214Z" }
+wheels = [
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+]
+
 [[package]]
 name = "geomet"
 version = "1.1.0"
@@ -5387,6 +5410,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f2/f1/e08ec3fc57b6f890e8f6eb16734c4865626635f4863cc2fe7d259699ce7b/sqlalchemy_cockroachdb-2.0.4-py3-none-any.whl", hash = "sha256:0804306a733a1fe09b2d496eadf8bf35d878862b6138e69175136fa2ca0ce5d0", size = 22726, upload-time = "2026-04-23T18:12:26.936Z" },
 ]
 
+[[package]]
+name = "sqlalchemy-cratedb"
+version = "0.42.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "crate" },
+    { name = "geojson" },
+    { name = "sqlalchemy" },
+    { name = "verlib2" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ea/ac/e2732072194d6eb11cb2b948c3c31e5336a2e19e0c3caa04baa035974371/sqlalchemy_cratedb-0.42.0.tar.gz", hash = "sha256:e4f9530fe8204a338523ec230ad22ca692f64cc966c1da4f13b2215def923525", size = 46493, upload-time = "2026-05-28T15:14:43.282Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/27/c3/f32c4d021eb660ad703f35df0e926b52c01224d4e392387b7cf9d931dfff/sqlalchemy_cratedb-0.42.0-py3-none-any.whl", hash = "sha256:82a551c9b9156dde0b621287a56e95ebec3c80462359541820c2c6cb8c9a8a9b", size = 46054, upload-time = "2026-05-28T15:14:42.142Z" },
+]
+
 [[package]]
 name = "tenacity"
 version = "9.1.4"
@@ -5428,6 +5466,10 @@ clickhouse = [
 cosmosdb = [
     { name = "azure-cosmos" },
 ]
+cratedb = [
+    { name = "httpx" },
+    { name = "sqlalchemy-cratedb" },
+]
 db2 = [
     { name = "ibm-db-sa", marker = "platform_machine != 'aarch64' and platform_machine != 'arm64'" },
     { name = "sqlalchemy" },
@@ -5554,6 +5596,7 @@ dev = [
     { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb" },
+    { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "twine" },
     { name = "types-docker" },
@@ -5595,6 +5638,7 @@ test = [
     { name = "pytest-xdist" },
     { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb" },
+    { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "twine" },
 ]
@@ -5615,6 +5659,7 @@ requires-dist = [
     { name = "google-cloud-datastore", marker = "extra == 'google'", specifier = ">=2" },
     { name = "google-cloud-pubsub", marker = "extra == 'google'", specifier = ">=2" },
     { name = "httpx", marker = "extra == 'aws'" },
+    { name = "httpx", marker = "extra == 'cratedb'" },
     { name = "httpx", marker = "extra == 'generic'" },
     { name = "httpx", marker = "extra == 'test-module-import'" },
     { name = "ibm-db-sa", marker = "platform_machine != 'aarch64' and platform_machine != 'arm64' and extra == 'db2'" },
@@ -5646,13 +5691,14 @@ requires-dist = [
     { name = "sqlalchemy", marker = "extra == 'mysql'", specifier = ">=2" },
     { name = "sqlalchemy", marker = "extra == 'oracle'", specifier = ">=2" },
     { name = "sqlalchemy", marker = "extra == 'oracle-free'", specifier = ">=2" },
+    { name = "sqlalchemy-cratedb", marker = "extra == 'cratedb'" },
     { name = "trino", marker = "extra == 'trino'" },
     { name = "typing-extensions" },
     { name = "urllib3" },
     { name = "weaviate-client", marker = "extra == 'weaviate'", specifier = ">=4" },
     { name = "wrapt" },
 ]
-provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "valkey", "vault", "weaviate", "chroma", "trino"]
+provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "cratedb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "valkey", "vault", "weaviate", "chroma", "trino"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -5684,6 +5730,7 @@ dev = [
     { name = "sphinx", marker = "python_full_version >= '3.11'", specifier = ">=9" },
     { name = "sqlalchemy", specifier = ">=2" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
+    { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
     { name = "twine", specifier = ">=6.2.0" },
     { name = "types-docker", specifier = ">=7.1.0.20260518" },
@@ -5724,6 +5771,7 @@ test = [
     { name = "pytest-xdist", specifier = ">=3.8.0" },
     { name = "sqlalchemy", specifier = ">=2" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
+    { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
     { name = "twine", specifier = ">=6.2.0" },
 ]
@@ -5974,6 +6022,15 @@ wheels = [
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 ]
 
+[[package]]
+name = "verlib2"
+version = "0.3.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c0/94/b3f689e44c14702ce67fdf24db649e8193958f8de971e69d024ef7e6b295/verlib2-0.3.2.tar.gz", hash = "sha256:a0a6af9838d8d26c18225a30c8d57fb70714462e3cd29f2451e7982d5a51e21e", size = 16987, upload-time = "2026-03-31T01:18:45.997Z" }
+wheels = [
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+]
+
 [[package]]
 name = "virtualenv"
 version = "21.4.2"

From 1ceaf39592c9731caf2dc8a90b963361e32324b5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 15:40:40 +0300
Subject: [PATCH 172/208] chore(deps-dev): bump anyio from 4.13.0 to 4.14.0
 (#1058)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [anyio](https://github.com/agronholm/anyio) from 4.13.0 to 4.14.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/agronholm/anyio/releases">anyio's
releases</a>.</em></p>
<blockquote>
<h2>4.14.0</h2>
<ul>
<li>
<p>Added support for Python 3.15</p>
</li>
<li>
<p>Added an asynchronous implementation of the <code>itertools</code>
module (<a
href="https://redirect.github.com/agronholm/anyio/issues/998">#998</a>;
PR by <a href="https://github.com/11kkw"><code>@​11kkw</code></a>)</p>
</li>
<li>
<p>Added the <code>local_port</code> parameter to
<code>connect_tcp()</code> to allow binding to a specific local port
before connecting (<a
href="https://redirect.github.com/agronholm/anyio/issues/1067">#1067</a>;
PR by <a
href="https://github.com/nullwiz"><code>@​nullwiz</code></a>)</p>
</li>
<li>
<p>Added support for custom capacity limiters in async path and file I/O
functions and classes</p>
</li>
<li>
<p>Added the <code>create_task()</code> task group method for easier
asyncio migration (returns a <code>TaskHandle</code>) (<a
href="https://redirect.github.com/agronholm/anyio/pull/1098">#1098</a>)</p>
</li>
<li>
<p>Changed <code>TaskGroup.start_soon()</code> to return a
<code>TaskHandle</code></p>
</li>
<li>
<p>Added an option for <code>TaskGroup.start()</code> to return a
<code>TaskHandle</code> (which then contains the start value in the
<code>start_value</code> property)</p>
</li>
<li>
<p>Added the <code>cancel()</code> convenience method to
<code>TaskGroup</code> as a shortcut for cancelling the task group's
cancel scope</p>
</li>
<li>
<p>Improved the error message when a known backend is not installed to
suggest the install command (<a
href="https://redirect.github.com/agronholm/anyio/pull/1115">#1115</a>;
PR by <a
href="https://github.com/EmmanuelNiyonshuti"><code>@​EmmanuelNiyonshuti</code></a>)</p>
</li>
<li>
<p>Improved <code>anyio.Path</code> to preserve subclass types by
returning <code>Self</code> in methods that return path objects (<a
href="https://redirect.github.com/agronholm/anyio/issues/1130">#1130</a>;
PR by <a
href="https://github.com/EmmanuelNiyonshuti"><code>@​EmmanuelNiyonshuti</code></a>)</p>
</li>
<li>
<p>Changed the parameter type annotation in
<code>anyio.Path.write_bytes()</code> to accept any
<code>ReadableBuffer</code>, thus allowing it to accept
<code>bytearray</code> and <code>memoryview</code> to match
<code>pathlib.Path.write_bytes()</code> (<a
href="https://redirect.github.com/agronholm/anyio/issues/1135">#1135</a>;
PR by <a href="https://github.com/SAY-5"><code>@​SAY-5</code></a>)</p>
</li>
<li>
<p>Changed several type annotations to only accept callables returning
coroutine-like objects instead of arbitrary awaitables:</p>
<ul>
<li><code>TaskGroup.start_soon()</code></li>
<li><code>TaskGroup.start()</code></li>
<li><code>anyio.from_thread.run()</code></li>
</ul>
<p>This reverts an earlier change from v3.7.0 which was made in error.
(<a
href="https://redirect.github.com/agronholm/anyio/pull/1153">#1153</a>)</p>
</li>
<li>
<p>Changed <code>anyio.run</code> to support callables returning
arbitrary awaitables at runtime on all backends. Previously, this only
worked on asyncio (<a
href="https://redirect.github.com/agronholm/anyio/pull/1171">#1171</a>;
PR by <a
href="https://github.com/gschaffner"><code>@​gschaffner</code></a>)</p>
</li>
<li>
<p>Changed several classes (and their subclasses) to have
<code>__slots__</code> (with <code>__weakref__</code>):</p>
<ul>
<li><code>anyio.CancelScope</code></li>
<li><code>anyio.CapacityLimiter</code></li>
<li><code>anyio.Condition</code></li>
<li><code>anyio.Event</code></li>
<li><code>anyio.Lock</code></li>
<li><code>anyio.ResourceGuard</code></li>
<li><code>anyio.Semaphore</code></li>
</ul>
</li>
<li>
<p>Fixed cancellation exception escaping a cancel scope when triggered
via <code>check_cancelled()</code> in a worker thread (<a
href="https://redirect.github.com/agronholm/anyio/issues/1113">#1113</a>)</p>
</li>
<li>
<p>Fixed <code>TaskGroup</code> raising <code>AttributeError</code>
instead of a clear error when entered more than once (<a
href="https://redirect.github.com/agronholm/anyio/issues/1109">#1109</a>;
PR by <a href="https://github.com/bahtya"><code>@​bahtya</code></a>)</p>
</li>
<li>
<p>Fixed lost type information when passing arguments to
<code>lru_cache</code> (<a
href="https://redirect.github.com/agronholm/anyio/pull/1104">#1104</a>;
PR by <a
href="https://github.com/Graeme22"><code>@​Graeme22</code></a>)</p>
</li>
<li>
<p>Fixed test resumption after <code>KeyboardInterrupt</code> in async
generator fixtures on the asyncio backend (<a
href="https://redirect.github.com/agronholm/anyio/issues/1060">#1060</a>;
PR by <a
href="https://github.com/EmmanuelNiyonshuti"><code>@​EmmanuelNiyonshuti</code></a>)</p>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/agronholm/anyio/commit/ffe91331adb912c5d150f5d373f7cd28a0e96a62"><code>ffe9133</code></a>
Bumped up the version</li>
<li><a
href="https://github.com/agronholm/anyio/commit/f8b9f011e548c2c1c3e9abb0287bb1048ab3dca8"><code>f8b9f01</code></a>
Fixed asyncio lock waiter deadlocks after cancellation (<a
href="https://redirect.github.com/agronholm/anyio/issues/1145">#1145</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/d517ee1d41080073cc244d8adebf822a08b762de"><code>d517ee1</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/agronholm/anyio/issues/1176">#1176</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/550b68e1acaf82b1503b0e99fbc7f964cd07fe49"><code>550b68e</code></a>
Make <code>anyio.run</code> support <code>Awaitable</code> at runtime on
all backends (<a
href="https://redirect.github.com/agronholm/anyio/issues/1171">#1171</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/29a5e04e0f171af9db3a9d0556ed47f91d88d183"><code>29a5e04</code></a>
Fixed FastAPI test run</li>
<li><a
href="https://github.com/agronholm/anyio/commit/4d752ac37e693840036367d58ee6caf19d78e9ba"><code>4d752ac</code></a>
Updated downstream test setups for FastAPI and Anthropic MCP</li>
<li><a
href="https://github.com/agronholm/anyio/commit/ebdc9508a3860e23be805985e1b5a67f60b581eb"><code>ebdc950</code></a>
Added task handle support to start() and start_soon() (<a
href="https://redirect.github.com/agronholm/anyio/issues/1153">#1153</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/f32bfb89a7fb71fc24a1fc575f402b6a9f13cda0"><code>f32bfb8</code></a>
Fixed test suite compatibility issues with Pytest 9.1.0</li>
<li><a
href="https://github.com/agronholm/anyio/commit/85f7e8eada1ed4f077e4760f0c3d20d67452dcb8"><code>85f7e8e</code></a>
Added <code>__slots__</code> to several classes</li>
<li><a
href="https://github.com/agronholm/anyio/commit/b7ea84c275fde6420ea242844bc7fb0fee6132f7"><code>b7ea84c</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/agronholm/anyio/issues/1165">#1165</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/agronholm/anyio/compare/4.13.0...4.14.0">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 77c62b008..3b2b4f5d8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -208,16 +208,16 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "idna" },
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+sdist = { url = "https://files.pythonhosted.org/packages/1c/b5/001890774a9552aff22502b8da382593109ce0c95314abaebbb116567545/anyio-4.14.0.tar.gz", hash = "sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89", size = 253586, upload-time = "2026-06-15T22:00:49.021Z" }
 wheels = [
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 [[package]]

From e2e7e88678101e0a050db99af1de6ac4d8ade595 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 15:48:23 +0300
Subject: [PATCH 173/208] chore(deps): bump boto3 from 1.43.28 to 1.43.33
 (#1061)

Bumps [boto3](https://github.com/boto/boto3) from 1.43.28 to 1.43.33.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/44bfb9a45ba93c9841b83670da17f52243b89b66"><code>44bfb9a</code></a>
Merge branch 'release-1.43.33'</li>
<li><a
href="https://github.com/boto/boto3/commit/1a41f9c58335a0ece89a9f0f2d43c141ff4ae095"><code>1a41f9c</code></a>
Bumping version to 1.43.33</li>
<li><a
href="https://github.com/boto/boto3/commit/3a2819d48ea7fe0b1c29a1daab69762a819a70be"><code>3a2819d</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/22ffece9223b6e342ce586a9ceb717050a0fd097"><code>22ffece</code></a>
Bump <a
href="https://github.com/astral-sh/ruff-pre-commit">https://github.com/astral-sh/ruff-pre-commit</a>
(<a
href="https://redirect.github.com/boto/boto3/issues/4802">#4802</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/19645b7bc9fc471787857ded454ea0636e89955e"><code>19645b7</code></a>
Merge branch 'release-1.43.32'</li>
<li><a
href="https://github.com/boto/boto3/commit/076ab46313537adfc560ff8662c8eb3280717d61"><code>076ab46</code></a>
Merge branch 'release-1.43.32' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/e6cba42c0221ea7bde429f303627f9cccc137548"><code>e6cba42</code></a>
Bumping version to 1.43.32</li>
<li><a
href="https://github.com/boto/boto3/commit/930f19d31b59574b1e7ad0b7e0379886c6363d61"><code>930f19d</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/3aa219ecc1d959a3ff798ffc38aaa6375f65aa6b"><code>3aa219e</code></a>
Merge branch 'release-1.43.31'</li>
<li><a
href="https://github.com/boto/boto3/commit/d57bf3e611472763e916a6eb88d841edbf260d3d"><code>d57bf3e</code></a>
Merge branch 'release-1.43.31' into develop</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.43.28...1.43.33">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=boto3&package-manager=uv&previous-version=1.43.28&new-version=1.43.33)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
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Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/uv.lock b/uv.lock
index 3b2b4f5d8..1ee4c6448 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,30 +501,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.28"
+version = "1.43.33"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "jmespath" },
     { name = "s3transfer" },
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 ]
 
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 name = "boto3-stubs-lite"
-version = "1.43.28"
+version = "1.43.33"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -534,16 +534,16 @@ boto3 = [
 
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-version = "1.43.28"
+version = "1.43.33"
 source = { registry = "https://pypi.org/simple" }
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 [[package]]
@@ -5086,14 +5086,14 @@ wheels = [
 
 [[package]]
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+    { url = "https://files.pythonhosted.org/packages/46/5f/4c174edad94f82de888ac00a5ddd8d07b35609b6c94f0bdf4d74af57703e/s3transfer-0.19.0-py3-none-any.whl", hash = "sha256:777cc2415536f1debadb5c2ef7779275d0fc0fe0e042411cdd6caebeb2685262", size = 90101, upload-time = "2026-06-16T19:44:50.439Z" },
 ]
 
 [[package]]

From 7ce542ddf2517da631def123a937ba765c20b082 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 15:49:21 +0300
Subject: [PATCH 174/208] chore(deps-dev): bump types-paramiko from
 4.0.0.20260518 to 5.0.0.20260617 (#1060)

Bumps [types-paramiko](https://github.com/python/typeshed) from
4.0.0.20260518 to 5.0.0.20260617.
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/python/typeshed/commits">compare view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=types-paramiko&package-manager=uv&previous-version=4.0.0.20260518&new-version=5.0.0.20260617)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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<details>
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You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1ee4c6448..b0c64a26c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5926,14 +5926,14 @@ wheels = [
 
 [[package]]
 name = "types-paramiko"
-version = "4.0.0.20260518"
+version = "5.0.0.20260617"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e4/b6/4cdb11fb6006be6309844dc5f88b6efef3f5ea5352ade42a1e9308570e28/types_paramiko-4.0.0.20260518.tar.gz", hash = "sha256:286f6830945cba63797eedf375ed87138d93198121253afe66c5d6dbcf91318d", size = 29193, upload-time = "2026-05-18T06:06:36.776Z" }
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/50/4d/eab89decb4201dfff665a3b92088f384ff1e165bf6caa447509733bc1bc6/types_paramiko-5.0.0.20260617-py3-none-any.whl", hash = "sha256:83d87c396405666524441710ec59e693bca8b19021861456ac0a2401327812f8", size = 37123, upload-time = "2026-06-17T06:56:51.81Z" },
 ]
 
 [[package]]

From 35587858596cdfa982af6addd3b51fc5db8132d1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 15:49:51 +0300
Subject: [PATCH 175/208] chore(deps): bump weaviate-client from 4.21.3 to
 4.22.0 (#1059)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps
[weaviate-client](https://github.com/weaviate/weaviate-python-client)
from 4.21.3 to 4.22.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/weaviate/weaviate-python-client/releases">weaviate-client's
releases</a>.</em></p>
<blockquote>
<h2>v4.22.0</h2>
<h2>What's Changed</h2>
<ul>
<li>feat: Add Boost API by <a
href="https://github.com/trengrj"><code>@​trengrj</code></a> in <a
href="https://redirect.github.com/weaviate/weaviate-python-client/pull/2030">weaviate/weaviate-python-client#2030</a></li>
<li>docs: improve Boost API docstrings by <a
href="https://github.com/g-despot"><code>@​g-despot</code></a> in <a
href="https://redirect.github.com/weaviate/weaviate-python-client/pull/2057">weaviate/weaviate-python-client#2057</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/weaviate/weaviate-python-client/compare/v4.21.3...v4.22.0">https://github.com/weaviate/weaviate-python-client/compare/v4.21.3...v4.22.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/weaviate/weaviate-python-client/blob/main/docs/changelog.rst">weaviate-client's
changelog</a>.</em></p>
<blockquote>
<h2>Version 4.22.0</h2>
<p>This minor version includes:
- Support for new 1.38 features:
- Add support for the new Boost API for fine-grained, query-time
relevance tuning — a <code>boost</code> parameter is now available
across the vector, keyword (<code>bm25</code>), and <code>hybrid</code>
query and generative-query methods
- The <code>Boost</code> factory (exported from
<code>weaviate.classes.query</code> alongside <code>BoostReturn</code>)
provides <code>numeric_property</code>, <code>filter</code>,
<code>numeric_decay</code>, <code>time_decay</code>, and
<code>blend</code> boosts, each with optional <code>depth</code> and
<code>weight</code> controls</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/3e548f8f9936fb907566f6e7e7eede40c5274b8b"><code>3e548f8</code></a>
Merge pull request <a
href="https://redirect.github.com/weaviate/weaviate-python-client/issues/2065">#2065</a>
from weaviate/add_mirror</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/ec78e7a27f5e9da2c316ed93f324cd313d93ab7e"><code>ec78e7a</code></a>
Use SHA in workflow</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/54a0953819dda5a897f0c5b704ca345ea12b77ce"><code>54a0953</code></a>
Merge pull request <a
href="https://redirect.github.com/weaviate/weaviate-python-client/issues/2063">#2063</a>
from weaviate/add_mirror</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/6213d2cf932cdb3f6b78e075764e6545625c6a27"><code>6213d2c</code></a>
Add mirror issue GHA</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/86112bbe4e80690a7dc2c3e88438f6e7e71d991b"><code>86112bb</code></a>
Merge pull request <a
href="https://redirect.github.com/weaviate/weaviate-python-client/issues/2061">#2061</a>
from weaviate/docs/changelog-v4.22.0</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/42989f1d04d8eebe55120e789ef9a42ebc051bba"><code>42989f1</code></a>
docs: add v4.22.0 changelog entry</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/e006bb4165c22d8ff1fe66595e9d3646a930e33a"><code>e006bb4</code></a>
Merge pull request <a
href="https://redirect.github.com/weaviate/weaviate-python-client/issues/2058">#2058</a>
from weaviate/dev/1.38</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/6962fa049b8be9f7bb54c6c515e2549cd11043f5"><code>6962fa0</code></a>
Merge branch 'main' into dev/1.38</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/6b6dac6d1164b2df1aba2e9abb32c97407653986"><code>6b6dac6</code></a>
Merge pull request <a
href="https://redirect.github.com/weaviate/weaviate-python-client/issues/2057">#2057</a>
from weaviate/docs/boost-api-docstrings</li>
<li><a
href="https://github.com/weaviate/weaviate-python-client/commit/ff4338c9b3410802c466a2b1b5d49940f414b4d8"><code>ff4338c</code></a>
docs: shorten the boost param docstring on the query executors</li>
<li>Additional commits viewable in <a
href="https://github.com/weaviate/weaviate-python-client/compare/v4.21.3...v4.22.0">compare
view</a></li>
</ul>
</details>
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Signed-off-by: dependabot[bot] <support@github.com>
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index b0c64a26c..c6a778522 100644
--- a/uv.lock
+++ b/uv.lock
@@ -6093,7 +6093,7 @@ wheels = [
 
 [[package]]
 name = "weaviate-client"
-version = "4.21.3"
+version = "4.22.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "authlib" },
@@ -6104,9 +6104,9 @@ dependencies = [
     { name = "pydantic" },
     { name = "validators" },
 ]
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 ]
 
 [[package]]

From 7e86374c8626e8fbbb89ba88678ec53c81c8b263 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 15:56:57 +0300
Subject: [PATCH 176/208] chore(deps-dev): bump sqlalchemy from 2.0.50 to
 2.0.51 (#1062)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.50
to 2.0.51.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/sqlalchemy/sqlalchemy/releases">sqlalchemy's
releases</a>.</em></p>
<blockquote>
<h1>2.0.51</h1>
<p>Released: June 15, 2026</p>
<h2>orm</h2>
<ul>
<li>
<p><strong>[orm] [bug]</strong> Fixed issue where
<code>_orm.subqueryload()</code> combined with
<code>PropComparator.of_type()</code> and
<code>PropComparator.and_()</code> would
silently drop the additional filter criteria, causing all related
objects
to be loaded instead of only those matching the filter.  The
<code>LoaderCriteriaOption</code> was being constructed against the base
entity rather than the effective entity indicated by
<code>PropComparator.of_type()</code>. Pull request courtesy Arya
Rizky.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/13207">#13207</a></p>
</li>
<li>
<p><strong>[orm] [bug]</strong> Fixed bug where a failure during
<code>tpc_prepare()</code> within
<code>_orm.Session.commit()</code> for a two-phase session would raise
<code>IllegalStateChangeError</code> instead of the original database
exception. The internal <code>_prepare_impl()</code> method's error
handler
was unable to invoke <code>_orm.SessionTransaction.rollback()</code> due
to a state-change guard, preventing proper cleanup and masking the
underlying error.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/13356">#13356</a></p>
</li>
</ul>
<h2>engine</h2>
<ul>
<li>
<p><strong>[engine] [bug]</strong> Fixed issue where
<code>Result.freeze()</code> would lose track of ambiguous
column names present in the original <code>CursorResult</code>, causing
key-based access on the thawed result to silently return a value instead
of
raising <code>InvalidRequestError</code>.  The
<code>SimpleResultMetaData</code> now accepts and propagates ambiguous
key
information so that frozen, thawed, and pickled results raise
consistently
for duplicate column names.  Pull request courtesy Saurabh Kohli.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/9427">#9427</a></p>
</li>
</ul>
<h2>sql</h2>
<ul>
<li>
<p><strong>[sql] [bug]</strong> Fixed issue where
<code>_sql.StatementLambdaElement</code> would proxy
attribute access through the cached &quot;expected&quot; expression
rather than the
resolved expression, causing stale closure-bound parameter values to be
used when a lambda statement was extended with non-lambda criteria such
as
an additional <code>.where()</code> clause.  Courtesy cjc0013.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/10827">#10827</a></p>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/sqlalchemy/sqlalchemy/commits">compare
view</a></li>
</ul>
</details>
<br />


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</details>

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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 pyproject.toml | 12 +++----
 uv.lock        | 92 +++++++++++++++++++++++++-------------------------
 2 files changed, 52 insertions(+), 52 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a3e3aa9ee..d7fae2038 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ cratedb = [
   "sqlalchemy-cratedb"
 ]
 db2 = [
-  "sqlalchemy>=2",
+  "sqlalchemy",
   "ibm_db_sa; platform_machine != 'aarch64' and platform_machine != 'arm64'",
 ]
 elasticsearch = []
@@ -87,16 +87,16 @@ minio = ["minio>=7"]
 milvus = []
 mongodb = ["pymongo>=4"]
 mqtt = []
-mssql = ["sqlalchemy>=2", "pymssql>=2"]
-mysql = ["sqlalchemy>=2", "pymysql[rsa]>=1"]
+mssql = ["sqlalchemy", "pymssql>=2"]
+mysql = ["sqlalchemy", "pymysql[rsa]>=1"]
 nats = ["nats-py>=2"]
 neo4j = ["neo4j>=6"]
 nginx = []
 openfga = ["openfga-sdk"]
 opensearch = ["opensearch-py>=3; python_version < '4.0'"]
 ollama = []
-oracle = ["sqlalchemy>=2", "oracledb>=3"]
-oracle-free = ["sqlalchemy>=2", "oracledb>=3"]
+oracle = ["sqlalchemy", "oracledb>=3"]
+oracle-free = ["sqlalchemy", "oracledb>=3"]
 postgres = []
 qdrant = ["qdrant-client>=1"]
 rabbitmq = ["pika>=1"]
@@ -122,7 +122,7 @@ test = [
   # TODO: Check what test requirements are really need and for which modules
   #       Make a group for each module requiring extra deps in order to test
   #       Each module with minimal extra depencies
-  "sqlalchemy>=2",
+  "sqlalchemy",
   "psycopg2-binary==2.9.11",
   "pg8000==1.31.5",
   "psycopg>=3",
diff --git a/uv.lock b/uv.lock
index c6a778522..f26b28379 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5345,57 +5345,57 @@ wheels = [
 
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 [[package]]

From 8014454422e6c7447f3882d6fdeccfad099ffe8c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 26 Jun 2026 17:48:56 +0300
Subject: [PATCH 177/208] chore(deps): bump boto3 from 1.43.33 to 1.43.36
 (#1064)

Bumps [boto3](https://github.com/boto/boto3) from 1.43.33 to 1.43.36.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/1d26f21494e4f0d47b6817859e0cfdfec326e611"><code>1d26f21</code></a>
Merge branch 'release-1.43.36'</li>
<li><a
href="https://github.com/boto/boto3/commit/111333b8fa157f4bd0b3306cbdd7edfa8feb6671"><code>111333b</code></a>
Bumping version to 1.43.36</li>
<li><a
href="https://github.com/boto/boto3/commit/9d1fa236992643881bcdc77522f7932e02a445be"><code>9d1fa23</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/6d7f3c2434d930e5bffd689ec55cf1ffed6c7ce4"><code>6d7f3c2</code></a>
Update security docs to use newer versions of openssl and python (<a
href="https://redirect.github.com/boto/boto3/issues/4796">#4796</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/c5b26cac2783f1c22cc018749b6bcfb9c9c29a3b"><code>c5b26ca</code></a>
Merge branch 'release-1.43.35'</li>
<li><a
href="https://github.com/boto/boto3/commit/c3750ac9cf9590ca8cd9339ed45849dfce3aebae"><code>c3750ac</code></a>
Merge branch 'release-1.43.35' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/46e77cd24d470f8266a1023a0a2a95abcc08664b"><code>46e77cd</code></a>
Bumping version to 1.43.35</li>
<li><a
href="https://github.com/boto/boto3/commit/9919edee9ac657535ae6681c52309c1d2ac3cf6a"><code>9919ede</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/1820b7d9f7558b191720bf75fb45f2c52bb6917d"><code>1820b7d</code></a>
Merge branch 'release-1.43.34'</li>
<li><a
href="https://github.com/boto/boto3/commit/0065dbe753454542f21d89234f9da589894c41f7"><code>0065dbe</code></a>
Merge branch 'release-1.43.34' into develop</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.43.33...1.43.36">compare
view</a></li>
</ul>
</details>
<br />


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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 32 ++++++++++++++++----------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/uv.lock b/uv.lock
index f26b28379..d9c87126e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,30 +501,30 @@ wheels = [
 
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+version = "1.43.36"
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 [package.optional-dependencies]
@@ -534,16 +534,16 @@ boto3 = [
 
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+version = "1.43.36"
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-    { name = "sqlalchemy", marker = "extra == 'db2'", specifier = ">=2" },
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-    { name = "sqlalchemy", marker = "extra == 'mssql'", specifier = ">=2" },
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-    { name = "sqlalchemy", marker = "extra == 'oracle'", specifier = ">=2" },
-    { name = "sqlalchemy", marker = "extra == 'oracle-free'", specifier = ">=2" },
+    { name = "sqlalchemy", marker = "extra == 'mssql'" },
+    { name = "sqlalchemy", marker = "extra == 'mysql'" },
+    { name = "sqlalchemy", marker = "extra == 'oracle'" },
+    { name = "sqlalchemy", marker = "extra == 'oracle-free'" },
     { name = "sqlalchemy-cratedb", marker = "extra == 'cratedb'" },
     { name = "trino", marker = "extra == 'trino'" },
     { name = "typing-extensions" },
@@ -5728,7 +5728,7 @@ dev = [
     { name = "ruff" },
     { name = "sphinx", marker = "python_full_version < '3.11'", specifier = ">=8" },
     { name = "sphinx", marker = "python_full_version >= '3.11'", specifier = ">=9" },
-    { name = "sqlalchemy", specifier = ">=2" },
+    { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
@@ -5769,7 +5769,7 @@ test = [
     { name = "pytest-cov", specifier = ">=7" },
     { name = "pytest-mock", specifier = ">=3" },
     { name = "pytest-xdist", specifier = ">=3.8.0" },
-    { name = "sqlalchemy", specifier = ">=2" },
+    { name = "sqlalchemy" },
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },

From 9dca22463d94def8852bb6f42ab5e5190366bff6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 26 Jun 2026 17:49:16 +0300
Subject: [PATCH 178/208] chore(deps): bump cryptography from 48.0.1 to 49.0.0
 (#1065)

Bumps [cryptography](https://github.com/pyca/cryptography) from 48.0.1
to 49.0.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's
changelog</a>.</em></p>
<blockquote>
<p>49.0.0 - 2026-06-12</p>
<pre><code>
* **BACKWARDS INCOMPATIBLE:** Support for ``x86_64`` macOS has been
removed.
  We now only publish ``arm64`` wheels for macOS.
* **BACKWARDS INCOMPATIBLE:** Support for 32-bit Windows has been
removed.
  Users should move to a 64-bit Python installation.
* **BACKWARDS INCOMPATIBLE:** Removed the deprecated
  ``PUBLIC_KEY_TYPES``, ``PRIVATE_KEY_TYPES``,
``CERTIFICATE_PRIVATE_KEY_TYPES``,
``CERTIFICATE_ISSUER_PUBLIC_KEY_TYPES``,
  and ``CERTIFICATE_PUBLIC_KEY_TYPES`` type aliases. Use
``PublicKeyTypes``, ``PrivateKeyTypes``,
``CertificateIssuerPrivateKeyTypes``,
  ``CertificateIssuerPublicKeyTypes``, and ``CertificatePublicKeyTypes``
  instead. These were deprecated in version 40.0.
* **BACKWARDS INCOMPATIBLE:**
:class:`~cryptography.hazmat.primitives.ciphers.algorithms.ChaCha20`
now treats the first 4 bytes of the ``nonce`` as a 32-bit little-endian
block
counter (as defined in :rfc:`7539`) and tracks the number of bytes
processed.
Attempting to encrypt or decrypt more data than the counter allows
before it
would overflow now raises a :class:`ValueError` rather than silently
diverging
from RFC 7539. Setting the counter portion of the ``nonce`` to zero
allows
  encrypting up to 256 GiB with a given nonce.
* **BACKWARDS INCOMPATIBLE:** Loading an X.509 certificate whose ECDSA
or DSA
signature ``AlgorithmIdentifier`` contains encoded NULL parameters now
raises
a :class:`ValueError`. Such certificates are invalid, but older versions
of
  Java emitted them; previously they loaded with a deprecation warning.
* Fixed cross-compilation of the CFFI bindings when
``PYO3_CROSS_LIB_DIR``
  is set. The build now derives the Python include directory from
  ``PYO3_CROSS_LIB_DIR`` instead of querying the host interpreter, which
previously caused the build to fail during cross-compilations for
embedded
  systems, on hosts which have same-version Python development headers
  installed as the target Python.
* Added support for signing and verifying X.509 certificates,
certificate
  signing requests, and certificate revocation lists with
  :doc:`/hazmat/primitives/asymmetric/mldsa` keys, as well as loading
  certificates that contain ML-DSA public keys.
* Added :meth:`~cryptography.hazmat.primitives.hpke.KEM.enc_length` to
:class:`~cryptography.hazmat.primitives.hpke.KEM` so callers can split
the
  encapsulated key from the ciphertext returned by
  :meth:`~cryptography.hazmat.primitives.hpke.Suite.encrypt`.
*
:meth:`~cryptography.x509.verification.ExtensionPolicy.require_present`,
:meth:`~cryptography.x509.verification.ExtensionPolicy.may_be_present`,
and

:meth:`~cryptography.x509.verification.ExtensionPolicy.require_not_present`
now accept any extension type. Previously only a fixed set of extension
  types was supported, which made it impossible to account for otherwise
  unrecognized critical extensions during path validation.
* Added support for using :class:`~cryptography.x509.Certificate`,
  :class:`~cryptography.x509.CertificateSigningRequest`, and
:class:`~cryptography.x509.CertificateRevocationList` as field types in
  :doc:`/hazmat/asn1/index` structures.
* Added :func:`~cryptography.hazmat.asn1.value_set`, a class decorator
that
&lt;/tr&gt;&lt;/table&gt;
</code></pre>
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyca/cryptography/commit/e300bbe2f1bec75e5ee7e0ab7b196958831b3db6"><code>e300bbe</code></a>
bump version and changelog for 49.0.0 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15030">#15030</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/fa74cd8031b263edb50307f6d5a9a70df9f0a541"><code>fa74cd8</code></a>
Add external mu (message representative) support for ML-DSA (<a
href="https://redirect.github.com/pyca/cryptography/issues/14979">#14979</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/f594db3f315e621473c58721961f502ba2a286ec"><code>f594db3</code></a>
chore(deps): bump openssl from 0.10.80 to 0.10.81 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15029">#15029</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/608e0119532153336310e51747724c6b9d107df7"><code>608e011</code></a>
chore(deps): bump openssl-sys from 0.9.116 to 0.9.117 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15028">#15028</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/a322bc4fb2bd2fd6f345fdb155cac226b1770dad"><code>a322bc4</code></a>
chore(deps): bump cc from 1.2.63 to 1.2.64 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15027">#15027</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/33181a74d41aa859b05f3720700a31c8e5b9e54c"><code>33181a7</code></a>
Reject critical nameConstraints extensions containing directoryName
constrain...</li>
<li><a
href="https://github.com/pyca/cryptography/commit/6080dc7f08e7473544b07df95833ff2ee843266e"><code>6080dc7</code></a>
Bump dependencies that dependabot isn't (<a
href="https://redirect.github.com/pyca/cryptography/issues/15026">#15026</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/121faa33a717559a8b0f0180b2d4e7785234af79"><code>121faa3</code></a>
chore(deps): bump virtualenv from 21.4.2 to 21.4.3 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15023">#15023</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/829520baa909eff95d64e5ebd165544d6fd60172"><code>829520b</code></a>
Add more robust processing for DH parameters. (<a
href="https://redirect.github.com/pyca/cryptography/issues/15016">#15016</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/0f0500141cec535846f36c4c68d02b03126386b5"><code>0f05001</code></a>
Bump downstream dependencies in CI (<a
href="https://redirect.github.com/pyca/cryptography/issues/15025">#15025</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pyca/cryptography/compare/48.0.1...49.0.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 uv.lock | 99 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 48 insertions(+), 51 deletions(-)

diff --git a/uv.lock b/uv.lock
index d9c87126e..df631c831 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]

From 230b3be7895048ef5f0b4bc3d867724da26fefe1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 26 Jun 2026 17:49:35 +0300
Subject: [PATCH 179/208] chore(deps): bump selenium from 4.44.0 to 4.45.0
 (#1066)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [selenium](https://github.com/SeleniumHQ/Selenium) from 4.44.0 to
4.45.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/SeleniumHQ/Selenium/releases">selenium's
releases</a>.</em></p>
<blockquote>
<h2>Selenium 4.45.0</h2>
<h2>Detailed Changelogs by Component</h2>
<p><!-- raw HTML omitted --> <strong><a
href="https://github.com/SeleniumHQ/selenium/blob/trunk/java/CHANGELOG">Java</a></strong>
    |    <!-- raw HTML omitted --> <strong><a
href="https://github.com/SeleniumHQ/selenium/blob/trunk/py/CHANGES">Python</a></strong>
    |    <!-- raw HTML omitted --> <strong><a
href="https://github.com/SeleniumHQ/selenium/blob/trunk/dotnet/CHANGELOG">DotNet</a></strong>
    |    <!-- raw HTML omitted --> <strong><a
href="https://github.com/SeleniumHQ/selenium/blob/trunk/rb/CHANGES">Ruby</a></strong>
    |    <!-- raw HTML omitted --> <strong><a
href="https://github.com/SeleniumHQ/selenium/blob/trunk/javascript/selenium-webdriver/CHANGES.md">JavaScript</a></strong>
<!-- raw HTML omitted --></p>
<!-- raw HTML omitted -->
<h2>What's Changed</h2>
<ul>
<li>[build] derive PR diff base from HEAD^1 instead of trunk tip by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17438">SeleniumHQ/selenium#17438</a></li>
<li>[build] setup trusted publishing from Github to npmrc by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17445">SeleniumHQ/selenium#17445</a></li>
<li>[build] generate release notes from previous minor release tag by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17449">SeleniumHQ/selenium#17449</a></li>
<li>[build] fix when to update lock files during the release process by
<a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17450">SeleniumHQ/selenium#17450</a></li>
<li>[java] remove deprecated logging classes by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17453">SeleniumHQ/selenium#17453</a></li>
<li>[grid] Close pre-handshake race in WebSocket proxy by <a
href="https://github.com/shs96c"><code>@​shs96c</code></a> in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17435">SeleniumHQ/selenium#17435</a></li>
<li>[JavaScript] Correct handling for older browsers and missing casing
by <a
href="https://github.com/AutomatedTester"><code>@​AutomatedTester</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17451">SeleniumHQ/selenium#17451</a></li>
<li>Use pyproject for Python runtime deps lock input by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17452">SeleniumHQ/selenium#17452</a></li>
<li>[rb] deprecate curb http client support by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17443">SeleniumHQ/selenium#17443</a></li>
<li>[javascript] Migrate find-elements atom from Closure to TypeScript
by <a
href="https://github.com/AutomatedTester"><code>@​AutomatedTester</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17458">SeleniumHQ/selenium#17458</a></li>
<li>[py] replace rules_python sphinxdocs with local sphinx_docs rule by
<a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17461">SeleniumHQ/selenium#17461</a></li>
<li>[build] Configure Renovate dashboard approval by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17464">SeleniumHQ/selenium#17464</a></li>
<li>[js] update vulnerable dependency with a range by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17466">SeleniumHQ/selenium#17466</a></li>
<li>[build] remove duplicated grid ui tests by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17468">SeleniumHQ/selenium#17468</a></li>
<li>[build] update java graphpql dependency by filtering out bad
reference by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17469">SeleniumHQ/selenium#17469</a></li>
<li>[rb] upgrade to steep 2.0 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17470">SeleniumHQ/selenium#17470</a></li>
<li>[rust] update dependencies by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17472">SeleniumHQ/selenium#17472</a></li>
<li>[build] update GitHub Actions to latest major versions by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17475">SeleniumHQ/selenium#17475</a></li>
<li>[dotnet] update dev dependencies by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17474">SeleniumHQ/selenium#17474</a></li>
<li>[dotnet] fix template caching by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17476">SeleniumHQ/selenium#17476</a></li>
<li>[dotnet] update system.text.json to 8.0.6 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17477">SeleniumHQ/selenium#17477</a></li>
<li>[js] update dev dependencies by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17479">SeleniumHQ/selenium#17479</a></li>
<li>[dotnet] upgrade paket from v9 to v10 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17481">SeleniumHQ/selenium#17481</a></li>
<li>[build] bump bazel version to 9.1 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17480">SeleniumHQ/selenium#17480</a></li>
<li>[rust] update zip to v8 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17485">SeleniumHQ/selenium#17485</a></li>
<li>[js] update eslint to v10 with fixes by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17482">SeleniumHQ/selenium#17482</a></li>
<li>[rb] Update ruby to 3.3.9 by <a
href="https://github.com/aguspe"><code>@​aguspe</code></a> in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17484">SeleniumHQ/selenium#17484</a></li>
<li>[dotnet] include snupkg files when packaging things up and allow the
use of sourcelink by <a
href="https://github.com/AutomatedTester"><code>@​AutomatedTester</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17467">SeleniumHQ/selenium#17467</a></li>
<li>[build] update download-artifact to v8 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17493">SeleniumHQ/selenium#17493</a></li>
<li>[dotnet] run format against slnx instead of looping csproj by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17483">SeleniumHQ/selenium#17483</a></li>
<li>[build] bump low-risk Bazel module dependencies by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17494">SeleniumHQ/selenium#17494</a></li>
<li>[rust] update reqwest to 0.13 by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17488">SeleniumHQ/selenium#17488</a></li>
<li>[dotnet] [build] Fix remote linkage in SourceLink by <a
href="https://github.com/nvborisenko"><code>@​nvborisenko</code></a> in
<a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17495">SeleniumHQ/selenium#17495</a></li>
<li>[build] remove renovate update requests pending work done in <a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17427">#17427</a>
by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17498">SeleniumHQ/selenium#17498</a></li>
<li>[dotnet] [build] Support deterministic build output by <a
href="https://github.com/nvborisenko"><code>@​nvborisenko</code></a> in
<a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17497">SeleniumHQ/selenium#17497</a></li>
<li>[build] bump ruby versions to latest patch releases by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17496">SeleniumHQ/selenium#17496</a></li>
<li>[js] remove npm dependency by using bazel for everything by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17499">SeleniumHQ/selenium#17499</a></li>
<li>[build] bump rules_jvm_external by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17501">SeleniumHQ/selenium#17501</a></li>
<li>[build] bump rules_closure version by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17500">SeleniumHQ/selenium#17500</a></li>
<li>[build] clarify dependency pin and update tasks by <a
href="https://github.com/titusfortner"><code>@​titusfortner</code></a>
in <a
href="https://redirect.github.com/SeleniumHQ/selenium/pull/17463">SeleniumHQ/selenium#17463</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/cd6a3cdfca6970f62e5bc8344109d0fe0e2af05e"><code>cd6a3cd</code></a>
[build] Prepare for release of selenium-4.45.0 (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17680">#17680</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/15fad06cba4d0eb577bf3891954ecaf81e9a11d8"><code>15fad06</code></a>
[build] Automated Browser Version Update (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17679">#17679</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/cb9b6fdbabdc1ed68a8bdbf31a4222c0396fe2fd"><code>cb9b6fd</code></a>
[grid] Add support Redis-backed for SessionQueue (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17678">#17678</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/18bb1d97d3db196522aa9b3873a350dc40d3ccb8"><code>18bb1d9</code></a>
[py] terminate driver service process when start() fails to connect (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17651">#17651</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/b3164ef7d071b5add6750d686ffbae1b936cadf0"><code>b3164ef</code></a>
[grid] add HtmlUnit browser logo to Grid UI (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17656">#17656</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/bb741bd07b1c5e36054328627903b4507eaca9f5"><code>bb741bd</code></a>
[build] Automated Browser Version Update (<a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17658">#17658</a>)</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/887237c468022cb5e4637aa98404fac2de0c8d23"><code>887237c</code></a>
[py] translate continue_request/continue_response kwargs to BiDi wire
format ...</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/f53de51c263c5ab0e598253a46286777a794ede0"><code>f53de51</code></a>
[rb] run minimize test on linux now that <a
href="https://redirect.github.com/SeleniumHQ/Selenium/issues/17644">#17644</a>
fixed fluxbox startup</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/3f37cce5cd7be6500ba90f44c994e140e27e3108"><code>3f37cce</code></a>
[rb] set window state before each window test instead of resetting
driver</li>
<li><a
href="https://github.com/SeleniumHQ/selenium/commit/2bfb9904f65649d7bcb6b4a678ac37c9909d2d22"><code>2bfb990</code></a>
[rb] skip Safari double_click action tests</li>
<li>Additional commits viewable in <a
href="https://github.com/SeleniumHQ/Selenium/compare/selenium-4.44.0...selenium-4.45.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index df631c831..1dba6a80b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5120,7 +5120,7 @@ wheels = [
 
 [[package]]
 name = "selenium"
-version = "4.44.0"
+version = "4.45.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "certifi" },
@@ -5130,9 +5130,9 @@ dependencies = [
     { name = "urllib3", extra = ["socks"] },
     { name = "websocket-client" },
 ]
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 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1f/bc/885047e975e996cb317db31c4551caa915aafc6befea990f082c7233adc2/selenium-4.44.0-py3-none-any.whl", hash = "sha256:d01ea3e5ecad8149460a765f7cf5177194c21dcc0173093fc05427c289b1bf24", size = 9654291, upload-time = "2026-05-12T22:48:16.836Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/8a/6ff6beb9c7c6cc642f628df9328a8b6637f86602eff8d28e70b5d4e8bca7/selenium-4.45.0-py3-none-any.whl", hash = "sha256:1fd9d0dc08192b2f8100e264ed720f83b05d2dd3a7feff673df04e0c7580df4b", size = 9536616, upload-time = "2026-06-16T04:43:55.968Z" },
 ]
 
 [[package]]

From 1f683f99795bf3e03f422c29bd3015a795bf1def Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 26 Jun 2026 17:49:55 +0300
Subject: [PATCH 180/208] chore(deps): bump wrapt from 2.2.1 to 2.2.2 (#1067)

Bumps [wrapt](https://github.com/GrahamDumpleton/wrapt) from 2.2.1 to
2.2.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/GrahamDumpleton/wrapt/releases">wrapt's
releases</a>.</em></p>
<blockquote>
<h2>wrapt 2.2.2</h2>
<p>Full release notes: <a
href="https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2">https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2</a></p>
<p>Install from PyPi (recommended):</p>
<pre><code>pip install wrapt==2.2.2
</code></pre>
<p>PyPi uploads follow each GitHub release; if <code>pip</code> reports
the
version is unavailable, the matching PyPi upload may not have
happened yet.</p>
<p>Pre-built wheels are provided for a range of Python versions
and platforms (Linux x86_64/aarch64/riscv64, macOS x86_64 and
arm64, Windows x86_64 and arm64, plus PyPy and free-threaded
builds). The source distribution is also attached together
with <code>SHA256SUMS</code> for verification.</p>
<h2>wrapt 2.2.2rc3</h2>
<p>Release candidate. Release notes for the upcoming
2.2.2 final (work in progress): <a
href="https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2">https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2</a></p>
<p>May be installable from PyPi:</p>
<pre><code>pip install wrapt==2.2.2rc3
</code></pre>
<p>If <code>pip</code> reports the version is unavailable, this
candidate
either has not been uploaded yet or is not being published to
PyPi. Use the attached wheels or build from the source
distribution instead:</p>
<pre><code>tar xf wrapt-2.2.2rc3.tar.gz
cd wrapt-2.2.2rc3
pip install .
</code></pre>
<p><code>SHA256SUMS</code> is attached for verification of the
archives.</p>
<h2>wrapt 2.2.2rc2</h2>
<p>Release candidate. Release notes for the upcoming
2.2.2 final (work in progress): <a
href="https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2">https://wrapt.readthedocs.io/en/latest/changes.html#version-2-2-2</a></p>
<p>May be installable from PyPi:</p>
<pre><code>pip install wrapt==2.2.2rc2
</code></pre>
<p>If <code>pip</code> reports the version is unavailable, this
candidate
either has not been uploaded yet or is not being published to
PyPi. Use the attached wheels or build from the source
distribution instead:</p>
<pre><code>tar xf wrapt-2.2.2rc2.tar.gz
</code></pre>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/GrahamDumpleton/wrapt/blob/develop/docs/changes.rst">wrapt's
changelog</a>.</em></p>
<blockquote>
<h2>Version 2.2.2</h2>
<p><strong>Bugs Fixed</strong></p>
<ul>
<li>
<p>When <code>@wrapt.lru_cache</code> was applied to an instance method
that was
overridden in a subclass, and the subclass method called the base class
method via <code>super()</code>, a <code>RecursionError</code> was
raised instead of the
base class method being invoked. The per-instance cache for each method
was stored as an attribute on the instance whose name was derived only
from the method <code>__name__</code>, so the base and derived methods
shared a
single cache slot. The subclass cache was therefore found again when the
base method was reached through <code>super()</code>, re-entering the
subclass body
and recursing without end. The cache attribute name now incorporates a
unique identifier for each decorated method so that a base method and a
method that overrides it use distinct per-instance caches. With thanks
to
the reporter of <code>issue
[#342](https://github.com/GrahamDumpleton/wrapt/issues/342)
&lt;https://github.com/GrahamDumpleton/wrapt/issues/342&gt;</code>_.</p>
</li>
<li>
<p>When <code>@wrapt.lru_cache</code> was applied to a method of a class
deriving from
<code>wrapt.ObjectProxy</code>, the per-instance cache was stored on the
wrapped
object rather than on the proxy. This is because the proxy
<code>__setattr__</code>
forwards attribute assignment to the wrapped object for any name that is
not a recognised proxy attribute, and the cache attribute name was not
one.
Storing the cache on the wrapped object had several consequences: the
wrapped object was polluted with cache attributes it never defined; the
cache held a reference back to the proxy through the bound method it
wrapped, so a wrapped object that outlived the proxy kept the proxy
alive
and prevented its collection; wrapping an object that does not accept
arbitrary attributes, such as one using <code>__slots__</code>, caused
the first
cached call to fail with an <code>AttributeError</code>; and two proxies
sharing a
single wrapped object shared one cache and could return results computed
for the wrong proxy. The cache attribute is now stored on the proxy
itself
using the proxy <code>__self_setattr__</code> method when the instance
is a wrapt
object proxy, falling back to <code>setattr</code> for ordinary
instances.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/0ae09fd58044fa7ae054614425e633e68d123541"><code>0ae09fd</code></a>
Merge branch 'release/2.2.2'</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/86db7a9d83a6b9bf97bfdb1c520524ec8aed8c8a"><code>86db7a9</code></a>
Update to 2.2.2 for final release.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/6deda4336713f4b1a6a36c4c157df1662410861d"><code>6deda43</code></a>
Update to 2.2.2rc3.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/9c48a1efa25eadb7a20eafead54dcfecefa8f55e"><code>9c48a1e</code></a>
Constrain lru_cache proxy detection to BaseObjectProxy subclasses.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/4053838ed67a1151200f2e0db938eceb109fab2d"><code>4053838</code></a>
Update version to 2.2.2rc2.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/99bf4ef078d69c07716fad5bed5129c400a155d6"><code>99bf4ef</code></a>
Store lru_cache per-instance cache on object proxy not wrapped
object.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/0e862fbb738116127786b0a82cceb7e13837fe86"><code>0e862fb</code></a>
Document pickling instances with lru_cache decorated methods.</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/73dca57c78c501e087feda72c53c93ba09807b21"><code>73dca57</code></a>
Add lru_cache tests for overridden methods calling super().</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/beead5c2e0281f66bf41172fdebccf0d039e1afd"><code>beead5c</code></a>
Fix lru_cache recursion for overridden methods calling super().</li>
<li><a
href="https://github.com/GrahamDumpleton/wrapt/commit/fbf2fc1451d7165e969c3fde6a55da5397683f83"><code>fbf2fc1</code></a>
Document pure Python failure mode for ObjectProxy + ABCMeta mixin.</li>
<li>Additional commits viewable in <a
href="https://github.com/GrahamDumpleton/wrapt/compare/2.2.1...2.2.2">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 uv.lock | 164 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 82 insertions(+), 82 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1dba6a80b..ed5e10f74 100644
--- a/uv.lock
+++ b/uv.lock
@@ -6117,88 +6117,88 @@ wheels = [
 
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 [[package]]

From 1571ff2a5e9786eb8d3ec03483b4c90ac9b67ed6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 26 Jun 2026 17:50:14 +0300
Subject: [PATCH 181/208] chore(deps-dev): bump ruff from 0.15.17 to 0.15.20
 (#1068)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.17 to 0.15.20.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.15.20</h2>
<h2>Release Notes</h2>
<p>Released on 2026-06-25.</p>
<h3>Preview features</h3>
<ul>
<li>Allow human-readable names in rule selectors (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25887">#25887</a>)</li>
<li>Emit a warning instead of an error for unknown rule selectors (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26113">#26113</a>)</li>
<li>Match <code>noqa</code> shebang handling in <code>ruff:ignore</code>
comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26286">#26286</a>)</li>
<li>[<code>ruff</code>] Remove <code>pytest-fixture-autouse</code>
(<code>RUF076</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26240">#26240</a>,
<a
href="https://redirect.github.com/astral-sh/ruff/pull/26371">#26371</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>Add versioning sections to custom crate READMEs (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26317">#26317</a>)</li>
<li>Update <code>ruff_python_parser</code> README for crates.io (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26315">#26315</a>)</li>
<li>[<code>perflint</code>] Clarify that <code>PERF402</code> applies to
any iterable (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26242">#26242</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/dhruvmanila"><code>@​dhruvmanila</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a href="https://github.com/ntBre"><code>@​ntBre</code></a></li>
<li><a
href="https://github.com/trilamsr"><code>@​trilamsr</code></a></li>
</ul>
<h2>Install ruff 0.15.20</h2>
<h3>Install prebuilt binaries via shell script</h3>
<pre lang="sh"><code>curl --proto '=https' --tlsv1.2 -LsSf
https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.sh
| sh
</code></pre>
<h3>Install prebuilt binaries via powershell script</h3>
<pre lang="sh"><code>powershell -ExecutionPolicy Bypass -c &quot;irm
https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.ps1
| iex&quot;
</code></pre>
<h2>Download ruff 0.15.20</h2>
<table>
<thead>
<tr>
<th>File</th>
<th>Platform</th>
<th>Checksum</th>
</tr>
</thead>
<tbody>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-apple-darwin.tar.gz">ruff-aarch64-apple-darwin.tar.gz</a></td>
<td>Apple Silicon macOS</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-apple-darwin.tar.gz.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-x86_64-apple-darwin.tar.gz">ruff-x86_64-apple-darwin.tar.gz</a></td>
<td>Intel macOS</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-x86_64-apple-darwin.tar.gz.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-pc-windows-msvc.zip">ruff-aarch64-pc-windows-msvc.zip</a></td>
<td>ARM64 Windows</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-pc-windows-msvc.zip.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-i686-pc-windows-msvc.zip">ruff-i686-pc-windows-msvc.zip</a></td>
<td>x86 Windows</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-i686-pc-windows-msvc.zip.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-x86_64-pc-windows-msvc.zip">ruff-x86_64-pc-windows-msvc.zip</a></td>
<td>x64 Windows</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-x86_64-pc-windows-msvc.zip.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-unknown-linux-gnu.tar.gz">ruff-aarch64-unknown-linux-gnu.tar.gz</a></td>
<td>ARM64 Linux</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-aarch64-unknown-linux-gnu.tar.gz.sha256">checksum</a></td>
</tr>
<tr>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-i686-unknown-linux-gnu.tar.gz">ruff-i686-unknown-linux-gnu.tar.gz</a></td>
<td>x86 Linux</td>
<td><a
href="https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-i686-unknown-linux-gnu.tar.gz.sha256">checksum</a></td>
</tr>
</tbody>
</table>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.15.20</h2>
<p>Released on 2026-06-25.</p>
<h3>Preview features</h3>
<ul>
<li>Allow human-readable names in rule selectors (<a
href="https://redirect.github.com/astral-sh/ruff/pull/25887">#25887</a>)</li>
<li>Emit a warning instead of an error for unknown rule selectors (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26113">#26113</a>)</li>
<li>Match <code>noqa</code> shebang handling in <code>ruff:ignore</code>
comments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26286">#26286</a>)</li>
<li>[<code>ruff</code>] Remove <code>pytest-fixture-autouse</code>
(<code>RUF076</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26240">#26240</a>,
<a
href="https://redirect.github.com/astral-sh/ruff/pull/26371">#26371</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>Add versioning sections to custom crate READMEs (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26317">#26317</a>)</li>
<li>Update <code>ruff_python_parser</code> README for crates.io (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26315">#26315</a>)</li>
<li>[<code>perflint</code>] Clarify that <code>PERF402</code> applies to
any iterable (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26242">#26242</a>)</li>
</ul>
<h3>Contributors</h3>
<ul>
<li><a
href="https://github.com/dhruvmanila"><code>@​dhruvmanila</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a href="https://github.com/ntBre"><code>@​ntBre</code></a></li>
<li><a
href="https://github.com/trilamsr"><code>@​trilamsr</code></a></li>
</ul>
<h2>0.15.19</h2>
<p>Released on 2026-06-23.</p>
<h3>Preview features</h3>
<ul>
<li>Support human-readable names when hovering suppression comments and
in code actions (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26114">#26114</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>Fall back to default settings when editor-only settings are invalid
(<a
href="https://redirect.github.com/astral-sh/ruff/pull/26244">#26244</a>)</li>
<li>Fix panic when inserting text at a notebook cell boundary (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26111">#26111</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>pylint</code>] Update fix suggestions for
<code>__floor__</code>, <code>__trunc__</code>,
<code>__length_hint__</code>, and <code>__matmul__</code> variants
(<code>PLC2801</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26239">#26239</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Avoid allocating when parsing single string literals (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26200">#26200</a>)</li>
<li>Avoid reallocating singleton call arguments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26223">#26223</a>)</li>
<li>Lazily create source files for lint diagnostics (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26226">#26226</a>)</li>
<li>Optimize formatter text width and indentation (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26236">#26236</a>)</li>
<li>Reserve capacity for builtin bindings (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26229">#26229</a>)</li>
<li>Skip repeated-key checks for singleton dictionaries (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26228">#26228</a>)</li>
<li>Use ArrayVec for qualified name segments (<a
href="https://redirect.github.com/astral-sh/ruff/pull/26224">#26224</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/astral-sh/ruff/commit/f82a36b6baf8c0547a17bbde6c0d927ccd45d938"><code>f82a36b</code></a>
Bump 0.15.20 (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26376">#26376</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/af329438b55d5aa8ca28725f17abbae63b5c815d"><code>af32943</code></a>
Improve the summarise-ecosystem-results skill (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26378">#26378</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/485ebab5de692aad34720898cd80245b6092ba86"><code>485ebab</code></a>
Remove <code>RUF076</code> name from schema (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26371">#26371</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/ef81835ce3da615346584dc446de0fe26bfc154b"><code>ef81835</code></a>
[ty] Implement rust-analyzer's &quot;Click for full compiler
diagnostic&quot; feature (...</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/572b31e2377a701a7365f069f6ef87002962cb2b"><code>572b31e</code></a>
[<code>ruff</code>] Remove <code>pytest-fixture-autouse</code>
(<code>RUF076</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26240">#26240</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/f703f219d7fddd1a4abba9fa81e34773c185a4b9"><code>f703f21</code></a>
Allow human-readable names in rule selectors (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25887">#25887</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/0d726b28ee35413926145ffef4ac1143cae9ea1e"><code>0d726b2</code></a>
[ty] Reuse equality semantics for membership compatibility (<a
href="https://redirect.github.com/astral-sh/ruff/issues/25955">#25955</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/dbe6e9848c3f78fdaf543cfc000939ebc73b5f00"><code>dbe6e98</code></a>
[ty] Infer definite equality comparison results (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26337">#26337</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/e700ea357a2196d76b58eb89b2031ddb5ca896e0"><code>e700ea3</code></a>
[ty] Prove TypedDict structural patterns exhaustive (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26285">#26285</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/6a0d2ec93959d966430b8c39d4de5c3e8a88e911"><code>6a0d2ec</code></a>
[ty] Widen inferred class-valued instance attributes (<a
href="https://redirect.github.com/astral-sh/ruff/issues/26338">#26338</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.15.17...0.15.20">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 42 +++++++++++++++++++++---------------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/uv.lock b/uv.lock
index ed5e10f74..6c3712392 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5058,27 +5058,27 @@ wheels = [
 
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From 977279b149759d6375f59e3fc1e50948bf5c60db Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2026 12:23:07 +0300
Subject: [PATCH 182/208] chore(deps-dev): bump anyio from 4.14.0 to 4.14.1
 (#1070)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [anyio](https://github.com/agronholm/anyio) from 4.14.0 to 4.14.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/agronholm/anyio/releases">anyio's
releases</a>.</em></p>
<blockquote>
<h2>4.14.1</h2>
<ul>
<li>Fixed teardown of higher-scoped async fixtures failing on asyncio
with <code>RuntimeError: Attempted to exit cancel scope in a different
task than it was entered in</code> when an async test raise an outcome
exception (e.g., <code>pytest.skip()</code>,
<code>pytest.xfail()</code>, or <code>pytest.fail()</code>) (<a
href="https://redirect.github.com/agronholm/anyio/issues/1179">#1179</a>;
PR by <a
href="https://github.com/EmmanuelNiyonshuti"><code>@​EmmanuelNiyonshuti</code></a>)</li>
<li>Fixed <code>CapacityLimiter.total_tokens</code> rejecting a value of
<code>0</code> when the limiter was instantiated outside of an event
loop, contradicting the documented behavior of allowing 0 total tokens
(<a
href="https://redirect.github.com/agronholm/anyio/pull/1183">#1183</a>;
PR by <a
href="https://github.com/nyxst4ck"><code>@​nyxst4ck</code></a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/agronholm/anyio/commit/149b9e907618fadf6840a4d3cebad533b0c7d033"><code>149b9e9</code></a>
Bumped up the version</li>
<li><a
href="https://github.com/agronholm/anyio/commit/377518cd1160314f2fdf74f356ae9e848c94a065"><code>377518c</code></a>
Bump actions/checkout from 6 to 7 in the github-actions group (<a
href="https://redirect.github.com/agronholm/anyio/issues/1186">#1186</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/b42a2f5e8e9910d0c57b970f9a747427a9da26f0"><code>b42a2f5</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/agronholm/anyio/issues/1185">#1185</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/3ceb6ffbfa89be715f444550883356fbfbc13154"><code>3ceb6ff</code></a>
Allow 0 tokens in a CapacityLimiter instantiated outside an event loop
(<a
href="https://redirect.github.com/agronholm/anyio/issues/1183">#1183</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/e10d1db74f7a59cb283a1e4b3b22227da11c6f07"><code>e10d1db</code></a>
Add missing await to open_file() in file I/O concurrency example (<a
href="https://redirect.github.com/agronholm/anyio/issues/1182">#1182</a>)</li>
<li><a
href="https://github.com/agronholm/anyio/commit/1dbc3b62256e5877bcf610aca98ba6e450d14c20"><code>1dbc3b6</code></a>
OutcomeException should not discard test runner_task (<a
href="https://redirect.github.com/agronholm/anyio/issues/1180">#1180</a>)</li>
<li>See full diff in <a
href="https://github.com/agronholm/anyio/compare/4.14.0...4.14.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=anyio&package-manager=uv&previous-version=4.14.0&new-version=4.14.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

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[//]: # (dependabot-automerge-end)

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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 6c3712392..a3ea7261b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -208,16 +208,16 @@ wheels = [
 
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 [[package]]

From 007e5ac3366a4bec63bcf9b5a4fa3609519e8e75 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2026 12:23:35 +0300
Subject: [PATCH 183/208] chore(deps): bump redis from 8.0.0 to 8.0.1 (#1072)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [redis](https://github.com/redis/redis-py) from 8.0.0 to 8.0.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/redis/redis-py/releases">redis's
releases</a>.</em></p>
<blockquote>
<h2>8.0.1</h2>
<h1>Changes</h1>
<h2>🐛 Bug Fixes</h2>
<ul>
<li>Fix Unix socket maintenance notification handling and tests (<a
href="https://redirect.github.com/redis/redis-py/issues/4097">#4097</a>)</li>
<li>Fix async cluster node connection release on write errors (<a
href="https://redirect.github.com/redis/redis-py/issues/4111">#4111</a>)</li>
<li>Fixed async MultiDBClient with underlying RedisCluster (<a
href="https://redirect.github.com/redis/redis-py/issues/4108">#4108</a>)</li>
<li>Fix hiredis readiness checks for high file descriptors (<a
href="https://redirect.github.com/redis/redis-py/issues/4115">#4115</a>)</li>
<li>fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys
(<a
href="https://redirect.github.com/redis/redis-py/issues/4109">#4109</a>)</li>
<li>Fixing pubsub's listen method to be blocking. (<a
href="https://redirect.github.com/redis/redis-py/issues/4119">#4119</a>)</li>
<li>fix(asyncio): release pooled connection when Pipeline.reset() is
cancelled (<a
href="https://redirect.github.com/redis/redis-py/issues/4123">#4123</a>)</li>
<li>Avoid per-check fd allocation in hiredis _socket_can_read() — use
poll() instead of a per-call selector (<a
href="https://redirect.github.com/redis/redis-py/issues/4118">#4118</a>)</li>
</ul>
<h2>🧰 Maintenance</h2>
<ul>
<li>Updating PyJWT dependency. (<a
href="https://redirect.github.com/redis/redis-py/issues/4100">#4100</a>)</li>
<li>Update CI badge in README.md (<a
href="https://redirect.github.com/redis/redis-py/issues/4099">#4099</a>)</li>
<li>Add missing url query argument parser for ssl_min_version (<a
href="https://redirect.github.com/redis/redis-py/issues/4047">#4047</a>)</li>
<li>ci: least-privilege permissions on spellcheck (read) and
stale-issues (job-level write for actions/stale) (<a
href="https://redirect.github.com/redis/redis-py/issues/4080">#4080</a>)</li>
<li>Bumping github-versions actions (<a
href="https://redirect.github.com/redis/redis-py/issues/4102">#4102</a>)</li>
<li>Updating lib version + supported Redis versions in README.md +
updating the Redis versions in CI test matrix (<a
href="https://redirect.github.com/redis/redis-py/issues/4092">#4092</a>)</li>
</ul>
<p>We'd like to thank all the contributors who worked on this release!
<a href="https://github.com/violuke"><code>@​violuke</code></a> <a
href="https://github.com/mokashang"><code>@​mokashang</code></a> <a
href="https://github.com/arpitjain099"><code>@​arpitjain099</code></a>
<a
href="https://github.com/coredumperror"><code>@​coredumperror</code></a>
<a
href="https://github.com/elena-kolevska"><code>@​elena-kolevska</code></a>
<a
href="https://github.com/vladvildanov"><code>@​vladvildanov</code></a>
<a
href="https://github.com/petyaslavova"><code>@​petyaslavova</code></a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/redis/redis-py/commit/7c0fd118c48a7a863d0a0262d858d02c001c4b73"><code>7c0fd11</code></a>
Updating lib version to 8.0.1</li>
<li><a
href="https://github.com/redis/redis-py/commit/b7a4d7d137b680737664e131598c6dab796a5a10"><code>b7a4d7d</code></a>
Avoid per-check fd allocation in hiredis <code>_socket_can_read()</code>
— use <code>poll()</code> ...</li>
<li><a
href="https://github.com/redis/redis-py/commit/eec778ef52fd0a2b40b86d881721b1c9226257d4"><code>eec778e</code></a>
fix(asyncio): release pooled connection when Pipeline.reset() is
cancelled (#...</li>
<li><a
href="https://github.com/redis/redis-py/commit/08e01bbf9f2ce8c950f93db918f0883cb6218e5e"><code>08e01bb</code></a>
Fixing pubsub's listen method to be blocking. (<a
href="https://redirect.github.com/redis/redis-py/issues/4119">#4119</a>)</li>
<li><a
href="https://github.com/redis/redis-py/commit/3d5257a04bd54b994372ecd9ffddb7814f4a9755"><code>3d5257a</code></a>
fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (<a
href="https://redirect.github.com/redis/redis-py/issues/4109">#4109</a>)</li>
<li><a
href="https://github.com/redis/redis-py/commit/cce28ffa69666439cd8dfeb4dbb9fd313dd8272b"><code>cce28ff</code></a>
Fix hiredis readiness checks for high file descriptors (<a
href="https://redirect.github.com/redis/redis-py/issues/4115">#4115</a>)</li>
<li><a
href="https://github.com/redis/redis-py/commit/e20691c83042a9049dea22b72b74595263e07145"><code>e20691c</code></a>
Fixed async MultiDBClient with underlying RedisCluster (<a
href="https://redirect.github.com/redis/redis-py/issues/4108">#4108</a>)</li>
<li><a
href="https://github.com/redis/redis-py/commit/ea37fccf9aff261cd78e072f26b729e797644440"><code>ea37fcc</code></a>
Fix async cluster node connection release on write errors (<a
href="https://redirect.github.com/redis/redis-py/issues/4111">#4111</a>)</li>
<li><a
href="https://github.com/redis/redis-py/commit/f4146fa8c763fb9cb31f4e2a52f76030e9bebd77"><code>f4146fa</code></a>
Updating lib version + supported Redis versions in README.md + updating
the R...</li>
<li><a
href="https://github.com/redis/redis-py/commit/d47674e48542fcac807a739f358b45e4a5e2f099"><code>d47674e</code></a>
Bumping github-versions actions (<a
href="https://redirect.github.com/redis/redis-py/issues/4102">#4102</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/redis/redis-py/compare/v8.0.0...v8.0.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=redis&package-manager=uv&previous-version=8.0.0&new-version=8.0.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index a3ea7261b..ec1bbcad6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4681,14 +4681,14 @@ wheels = [
 
 [[package]]
 name = "redis"
-version = "8.0.0"
+version = "8.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "async-timeout", marker = "python_full_version < '3.11.3'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/53/ae/ed461cca5780b5fc8b9fe8ca0ed98d89508645fb9d880c24cc42c087678f/redis-8.0.0.tar.gz", hash = "sha256:a00c5355432051ac14e593b8b197fc76c887ee12d55a0984f69328a1115fdc49", size = 5101591, upload-time = "2026-05-28T12:45:13.5Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cc/c3/928b290c2c0ca99ab96eea5b4ff8f30be8112b075301a7d3ba214a3c8c12/redis-8.0.1.tar.gz", hash = "sha256:afc5a7a2f5a084f5b1880dec548dd45be17db7e43c82a30d84f952aefb05cfb0", size = 5114170, upload-time = "2026-06-23T14:52:37.728Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/27/e3/b519734372d305bd547534a9f32e4ce9f98552af753dce72cf3483a0ff0b/redis-8.0.0-py3-none-any.whl", hash = "sha256:c938c18338585009f0bc310f4c7e4e4b4d37639356c4ac072cedf3af570c8dc7", size = 499870, upload-time = "2026-05-28T12:45:11.697Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/0a/c2345ebf1ebe70840ce3f6c6ee612f8fa749cfbd1b03069c53bf0c62aaad/redis-8.0.1-py3-none-any.whl", hash = "sha256:47daa35a058c23468d6437f17a8c76882cb316b838ef763036af99b96cedd743", size = 502406, upload-time = "2026-06-23T14:52:36.137Z" },
 ]
 
 [[package]]

From 7685f20d510043b362de8a6c9cb4fac2b04f7b97 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2026 12:23:54 +0300
Subject: [PATCH 184/208] chore(deps): bump openfga-sdk from 0.10.3 to 0.10.4
 (#1074)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [openfga-sdk](https://github.com/openfga/python-sdk) from 0.10.3
to 0.10.4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/openfga/python-sdk/releases">openfga-sdk's
releases</a>.</em></p>
<blockquote>
<h2>v0.10.4</h2>
<h3>Added</h3>
<ul>
<li>add support for Python 3.13 and 3.14 (<a
href="https://redirect.github.com/openfga/python-sdk/issues/298">#298</a>)
(<a
href="https://github.com/openfga/python-sdk/commit/23910bb9a03afed8343480357be20578e137f976">23910bb</a>)</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>chore(deps): bump the dependencies group with 4 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/284">openfga/python-sdk#284</a></li>
<li>feat: draft releases, version verification, and reusable workflows
by <a
href="https://github.com/SoulPancake"><code>@​SoulPancake</code></a> in
<a
href="https://redirect.github.com/openfga/python-sdk/pull/287">openfga/python-sdk#287</a></li>
<li>chore(deps): bump urllib3 from 2.6.3 to 2.7.0 in the uv group across
1 directory by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/288">openfga/python-sdk#288</a></li>
<li>chore(ci): force tag creation in release config for draft releases
by <a
href="https://github.com/SoulPancake"><code>@​SoulPancake</code></a> in
<a
href="https://redirect.github.com/openfga/python-sdk/pull/290">openfga/python-sdk#290</a></li>
<li>chore: sync with SDK generator by <a
href="https://github.com/SoulPancake"><code>@​SoulPancake</code></a> in
<a
href="https://redirect.github.com/openfga/python-sdk/pull/289">openfga/python-sdk#289</a></li>
<li>chore(deps): bump idna from 3.11 to 3.15 in the uv group across 1
directory by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/292">openfga/python-sdk#292</a></li>
<li>chore: skip github release and use gpg signed tag flow by <a
href="https://github.com/SoulPancake"><code>@​SoulPancake</code></a> in
<a
href="https://redirect.github.com/openfga/python-sdk/pull/293">openfga/python-sdk#293</a></li>
<li>chore(deps): bump the dependencies group in /example/example1 with 4
updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/295">openfga/python-sdk#295</a></li>
<li>chore(deps): bump the dependencies group with 4 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/294">openfga/python-sdk#294</a></li>
<li>chore(deps): bump aiohttp from 3.13.5 to 3.14.0 in the uv group
across 1 directory by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/296">openfga/python-sdk#296</a></li>
<li>chore(deps): bump aiohttp from 3.14.0 to 3.14.1 in the uv group
across 1 directory by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/297">openfga/python-sdk#297</a></li>
<li>feat: add support for Python 3.13 and 3.14 by <a
href="https://github.com/curfew-marathon"><code>@​curfew-marathon</code></a>
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/298">openfga/python-sdk#298</a></li>
<li>release: v0.10.4 by <a
href="https://github.com/openfga-releaser-bot"><code>@​openfga-releaser-bot</code></a>[bot]
in <a
href="https://redirect.github.com/openfga/python-sdk/pull/299">openfga/python-sdk#299</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/curfew-marathon"><code>@​curfew-marathon</code></a>
made their first contribution in <a
href="https://redirect.github.com/openfga/python-sdk/pull/298">openfga/python-sdk#298</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/openfga/python-sdk/compare/v0.10.3...v0.10.4">https://github.com/openfga/python-sdk/compare/v0.10.3...v0.10.4</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/openfga/python-sdk/blob/main/CHANGELOG.md">openfga-sdk's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/openfga/python-sdk/compare/v0.10.3...v0.10.4">0.10.4</a>
(2026-06-29)</h2>
<h3>Added</h3>
<ul>
<li>add support for Python 3.13 and 3.14 (<a
href="https://redirect.github.com/openfga/python-sdk/issues/298">#298</a>)
(<a
href="https://github.com/openfga/python-sdk/commit/23910bb9a03afed8343480357be20578e137f976">23910bb</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/openfga/python-sdk/commit/60a0a73a8481867dd25dadf7e6516fb4aca82a14"><code>60a0a73</code></a>
release: v0.10.4 (<a
href="https://redirect.github.com/openfga/python-sdk/issues/299">#299</a>)</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/23910bb9a03afed8343480357be20578e137f976"><code>23910bb</code></a>
feat: add support for Python 3.13 and 3.14 (<a
href="https://redirect.github.com/openfga/python-sdk/issues/298">#298</a>)</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/8d4655cd612230933bf7bd53acaa065cf79bfc7f"><code>8d4655c</code></a>
chore(deps): bump aiohttp from 3.14.0 to 3.14.1 in the uv group across 1
dire...</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/126a9056c8112cb56e6e59afe819c3d950e0eddf"><code>126a905</code></a>
chore(deps): bump aiohttp from 3.13.5 to 3.14.0 in the uv group across 1
dire...</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/5a40f9a3a333080552ef76483cb5050ee1f77398"><code>5a40f9a</code></a>
chore(deps): bump the dependencies group with 4 updates (<a
href="https://redirect.github.com/openfga/python-sdk/issues/294">#294</a>)</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/786d53b03f64ee63dd31b1168b48439d787ed1a1"><code>786d53b</code></a>
chore(deps): bump the dependencies group in /example/example1 with 4
updates ...</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/dd847ded68414b46e7a21338eda79ad8912c30b6"><code>dd847de</code></a>
chore: skip github release and use gpg signed tag flow (<a
href="https://redirect.github.com/openfga/python-sdk/issues/293">#293</a>)</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/2a9d14e55511dd1dc1d725dc44f412286815c16e"><code>2a9d14e</code></a>
chore(deps): bump idna from 3.11 to 3.15 in the uv group across 1
directory (...</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/dcd74f58de5ba55e04f90d6c79aacd4b84120293"><code>dcd74f5</code></a>
chore: sync with SDK generator (<a
href="https://redirect.github.com/openfga/python-sdk/issues/289">#289</a>)</li>
<li><a
href="https://github.com/openfga/python-sdk/commit/c5fb095e8656e4c2310c0e9af152a716c0e8db4a"><code>c5fb095</code></a>
chore(ci): force tag creation in release config for draft releases (<a
href="https://redirect.github.com/openfga/python-sdk/issues/290">#290</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/openfga/python-sdk/compare/v0.10.3...v0.10.4">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=openfga-sdk&package-manager=uv&previous-version=0.10.3&new-version=0.10.4)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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<br />

You can trigger Dependabot actions by commenting on this PR:
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index ec1bbcad6..6c5bceb44 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3004,7 +3004,7 @@ wheels = [
 
 [[package]]
 name = "openfga-sdk"
-version = "0.10.3"
+version = "0.10.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -3012,9 +3012,9 @@ dependencies = [
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/df/ce/ac103e36dd9a447186fbc1b816381c45629a1495ce790317951e89acfecc/openfga_sdk-0.10.3.tar.gz", hash = "sha256:02f5514d2fd09bcac07c295ab7a60998ca3dd817ca3af6676ff9c0817e80a110", size = 346509, upload-time = "2026-05-04T08:11:53.717Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/56/e83a75eae64d75aec96a6cced80bb5bbe4d74837bb6409692debb14b10cb/openfga_sdk-0.10.4.tar.gz", hash = "sha256:f5a681af3adb11249ebe33d5977286bb385a5c448edb47d71583e2a04b546e4c", size = 348682, upload-time = "2026-06-29T10:28:29.154Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b5/09/8e56c4c8604d42d939ddd90c69b2cae12f7e2e0a4675adbd158be53baff5/openfga_sdk-0.10.3-py3-none-any.whl", hash = "sha256:ece8e56ee39dd4ed6d5eea840508341c251b654e27d6282dbf0fdffbe80795fb", size = 266743, upload-time = "2026-05-04T08:11:51.676Z" },
+    { url = "https://files.pythonhosted.org/packages/69/a6/a55854a9ee7aadf2b32eaed16211075bf7667309775e53e01756eacf02ca/openfga_sdk-0.10.4-py3-none-any.whl", hash = "sha256:7daa358ff669f47a094045f01235bb2733cbcfef84b9783e2deb6b64f5611176", size = 267237, upload-time = "2026-06-29T10:28:27.467Z" },
 ]
 
 [[package]]

From 9b6837da13ea4f16f68d51eacf9c7f81f98d5805 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 17 Jul 2026 12:50:02 +0300
Subject: [PATCH 185/208] chore(deps): bump docker from 7.1.0 to 7.2.0 (#1076)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [docker](https://github.com/docker/docker-py) from 7.1.0 to 7.2.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/docker/docker-py/releases">docker's
releases</a>.</em></p>
<blockquote>
<h2>7.2.0</h2>
<h2>Upgrade Notes</h2>
<ul>
<li><code>docker.from_env()</code> now honors the active Docker CLI
context when <code>DOCKER_HOST</code> is not set.
<ul>
<li>This means the client may connect to the daemon selected by
<code>DOCKER_CONTEXT</code> or the current context in
<code>~/.docker/config.json</code>, matching Docker CLI behavior more
closely.</li>
<li>If your application relied on the previous default connection
behavior, set <code>DOCKER_HOST</code> explicitly, set
<code>DOCKER_CONTEXT=default</code>, or pass
<code>use_context=False</code> to
<code>DockerClient.from_env()</code>.</li>
</ul>
</li>
<li>Added <code>docker.from_context()</code> /
<code>DockerClient.from_context()</code> for explicitly creating a
client from a Docker CLI context.</li>
</ul>
<h2>Features</h2>
<ul>
<li>Added support for Docker contexts when creating the default
client</li>
<li>Added subpath support for volumes</li>
</ul>
<h2>Bugfixes</h2>
<ul>
<li>Fixed <code>exec_run</code> documentation for the
<code>stream</code> parameter</li>
<li>Fixed image loading to avoid depending on the deprecated
<code>JSONMessage.error</code> field</li>
<li>Preserved the rotated unlock key in swarm integration tests</li>
<li>Fixed SSL certificate generation in tests</li>
<li>Fixed IPv6 integration tests by explicitly enabling IPv6 where
required</li>
</ul>
<h2>Miscellaneous</h2>
<ul>
<li>Updated tests for newer Docker Engine behavior</li>
<li>CI and build updates</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>tests/exec: expect 127 exit code for missing executable by <a
href="https://github.com/laurazard"><code>@​laurazard</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3290">docker/docker-py#3290</a></li>
<li>fixing doc for stream param in exec_run by <a
href="https://github.com/yasonk"><code>@​yasonk</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3292">docker/docker-py#3292</a></li>
<li>Bump default API version to 1.45 (Moby 26.0/26.1) by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3261">docker/docker-py#3261</a></li>
<li>Set a dummy-version if none set, and remove unused APT_MIRROR
build-arg by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3267">docker/docker-py#3267</a></li>
<li>test_service_logs: stop testing experimental versions by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/2442">docker/docker-py#2442</a></li>
<li>Makefile: fix circular reference for integration-dind by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3297">docker/docker-py#3297</a></li>
<li>image load: don't depend on deprecated JSONMessage.error field by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3307">docker/docker-py#3307</a></li>
<li>integration: test_create_volume_invalid_driver allow either 400 or
404 by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3296">docker/docker-py#3296</a></li>
<li>integration: adjust tests for omitted &quot;OnBuild&quot; by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3336">docker/docker-py#3336</a></li>
<li>Implement Subpath Support for Volumes in Docker-Py (<a
href="https://redirect.github.com/docker/docker-py/issues/3243">#3243</a>)
by <a href="https://github.com/Khushiyant"><code>@​Khushiyant</code></a>
in <a
href="https://redirect.github.com/docker/docker-py/pull/3270">docker/docker-py#3270</a></li>
<li>tests: fix ssl generation by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3365">docker/docker-py#3365</a></li>
<li>test/integration: don't check for deprecated Networks field by <a
href="https://github.com/thaJeztah"><code>@​thaJeztah</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3362">docker/docker-py#3362</a></li>
<li>test: Skip from_env_unix tests if DOCKER_HOST is network socket by
<a
href="https://github.com/ricardobranco777"><code>@​ricardobranco777</code></a>
in <a
href="https://redirect.github.com/docker/docker-py/pull/3366">docker/docker-py#3366</a></li>
<li>test_connect_with_ipv6_address: enable IPv6 by <a
href="https://github.com/robmry"><code>@​robmry</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3372">docker/docker-py#3372</a></li>
<li>test_create_with_ipv6_address: enable IPv6 by <a
href="https://github.com/robmry"><code>@​robmry</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3373">docker/docker-py#3373</a></li>
<li>tests: Migrate off gpg2 and regenerate key ed25519 by <a
href="https://github.com/vvoland"><code>@​vvoland</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3399">docker/docker-py#3399</a></li>
<li>gha: Pin to digests by <a
href="https://github.com/vvoland"><code>@​vvoland</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3408">docker/docker-py#3408</a></li>
<li>Fix integration tests on non-amd64 hosts and add ARM64 CI by <a
href="https://github.com/vvoland"><code>@​vvoland</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3407">docker/docker-py#3407</a></li>
<li>integration/swarm: Preserve rotated unlock key by <a
href="https://github.com/vvoland"><code>@​vvoland</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3410">docker/docker-py#3410</a></li>
<li>[DKP-2535] Honour context if present for default client, add
contexts support by <a
href="https://github.com/ebriney"><code>@​ebriney</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3401">docker/docker-py#3401</a></li>
<li>docs: 7.2.0 changelog by <a
href="https://github.com/vvoland"><code>@​vvoland</code></a> in <a
href="https://redirect.github.com/docker/docker-py/pull/3415">docker/docker-py#3415</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/laurazard"><code>@​laurazard</code></a>
made their first contribution in <a
href="https://redirect.github.com/docker/docker-py/pull/3290">docker/docker-py#3290</a></li>
<li><a href="https://github.com/yasonk"><code>@​yasonk</code></a> made
their first contribution in <a
href="https://redirect.github.com/docker/docker-py/pull/3292">docker/docker-py#3292</a></li>
<li><a
href="https://github.com/ricardobranco777"><code>@​ricardobranco777</code></a>
made their first contribution in <a
href="https://redirect.github.com/docker/docker-py/pull/3366">docker/docker-py#3366</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/docker/docker-py/commit/5ad5327fba623897ee9a527d7eee1b01703e0726"><code>5ad5327</code></a>
Merge pull request <a
href="https://redirect.github.com/docker/docker-py/issues/3415">#3415</a>
from vvoland/update-changelog</li>
<li><a
href="https://github.com/docker/docker-py/commit/d2422303703cf33f604018d0601d8e4b71a2131e"><code>d242230</code></a>
docs: 7.2.0 changelog</li>
<li><a
href="https://github.com/docker/docker-py/commit/ba01cc7291a00a96260792c27046cfaedd9a61dc"><code>ba01cc7</code></a>
Merge pull request <a
href="https://redirect.github.com/docker/docker-py/issues/3401">#3401</a>
from ebriney/client-from-context</li>
<li><a
href="https://github.com/docker/docker-py/commit/ae5dfe9111b1f4e9fafd4107a8ac4a3fa52644dc"><code>ae5dfe9</code></a>
Merge pull request <a
href="https://redirect.github.com/docker/docker-py/issues/3410">#3410</a>
from vvoland/fix-flaky</li>
<li><a
href="https://github.com/docker/docker-py/commit/aa999998eded49919086be7fc4448f5dc9eac689"><code>aa99999</code></a>
integration/swarm: Preserve rotated unlock key</li>
<li><a
href="https://github.com/docker/docker-py/commit/059d371b576b9f324a16753e2a775b1f7731b6d0"><code>059d371</code></a>
Merge pull request <a
href="https://redirect.github.com/docker/docker-py/issues/3407">#3407</a>
from vvoland/fix-arm64</li>
<li><a
href="https://github.com/docker/docker-py/commit/9b4b9b8461966e5b54638490e66c91e45f25ea19"><code>9b4b9b8</code></a>
gha: Add arm64 integration CI</li>
<li><a
href="https://github.com/docker/docker-py/commit/9e9f8ff315fe405d7f7e89b394d6269217c51dfe"><code>9e9f8ff</code></a>
Skip tests incompatible with host architecture</li>
<li><a
href="https://github.com/docker/docker-py/commit/e0542d9ee4b564822722a3c49d9948484ffb37bc"><code>e0542d9</code></a>
Merge pull request <a
href="https://redirect.github.com/docker/docker-py/issues/3408">#3408</a>
from vvoland/gha-pin</li>
<li><a
href="https://github.com/docker/docker-py/commit/578a11dd65e167b0421b9f9af143635ce93abe83"><code>578a11d</code></a>
gha: Pin to digests</li>
<li>Additional commits viewable in <a
href="https://github.com/docker/docker-py/compare/7.1.0...7.2.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=docker&package-manager=uv&previous-version=7.1.0&new-version=7.2.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 6c5bceb44..d755ccdc2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1178,16 +1178,16 @@ wheels = [
 
 [[package]]
 name = "docker"
-version = "7.1.0"
+version = "7.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pywin32", marker = "sys_platform == 'win32'" },
     { name = "requests" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/91/9b/4a2ea29aeba62471211598dac5d96825bb49348fa07e906ea930394a83ce/docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c", size = 117834, upload-time = "2024-05-23T11:13:57.216Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/88/7f/731ff914b0255d3d065f45fd4e626d4b8c95dbcbaada049f337a6ac16410/docker-7.2.0.tar.gz", hash = "sha256:cebb93773d334f778e023a7ee352a8d6e13ab1bd3b863a4d4a59dec897df43ac", size = 118731, upload-time = "2026-07-09T14:53:46.39Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e3/26/57c6fb270950d476074c087527a558ccb6f4436657314bfb6cdf484114c4/docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0", size = 147774, upload-time = "2024-05-23T11:13:55.01Z" },
+    { url = "https://files.pythonhosted.org/packages/75/23/529140fe1aab80fc6992f93a706deec709140a6397439139a054e1515c45/docker-7.2.0-py3-none-any.whl", hash = "sha256:a3f45fdeb9165e2d25d9a1d02ddf3bc70fb572cf5ebbf9b58558c22caf29b71f", size = 148775, upload-time = "2026-07-09T14:53:45.224Z" },
 ]
 
 [[package]]

From bee755cd8cf667353318ca34848c8d5e28efaf17 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 17 Jul 2026 12:50:26 +0300
Subject: [PATCH 186/208] chore(deps): bump kubernetes from 36.0.2 to 36.0.3
 (#1078)

Bumps [kubernetes](https://github.com/kubernetes-client/python) from
36.0.2 to 36.0.3.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/kubernetes-client/python/releases">kubernetes's
releases</a>.</em></p>
<blockquote>
<h2>Kubernetes Python Client v36.0.3 Stable Release</h2>
<p>Getting started:</p>
<pre lang="bash"><code>pip install --pre --upgrade kubernetes
</code></pre>
<p>Or from source, download attached zip file, then</p>
<pre lang="bash"><code>unzip client-python-v36.0.3.zip
cd client-python-v36.0.3
python setup-release.py install
</code></pre>
<p>Then follow examples in <a
href="https://github.com/kubernetes-client/python/tree/release-36.0/examples">https://github.com/kubernetes-client/python/tree/release-36.0/examples</a></p>
<p>Changelog: <a
href="https://github.com/kubernetes-client/python/blob/release-36.0/CHANGELOG.md">https://github.com/kubernetes-client/python/blob/release-36.0/CHANGELOG.md</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/kubernetes-client/python/blob/master/CHANGELOG.md">kubernetes's
changelog</a>.</em></p>
<blockquote>
<h1>v36.0.3</h1>
<p>Kubernetes API Version: v1.36.2</p>
<h3>Bug or Regression</h3>
<ul>
<li>Fix Watch.stream selecting watch instead of follow when streaming
pod logs.</li>
<li>Start the leader election worker thread as a daemon so it does not
block process shutdown.</li>
<li>Fix readline_channel, readline_stdout and readline_stderr crashing
with OverflowError when using the default timeout, and returning None
when a timeout expires.</li>
<li>Fix format_quantity returning imprecise, non-canonical values for
the milli, micro and nano suffixes, and ignoring
quantize=Decimal(0).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/kubernetes-client/python/commit/67e7d9abfc6fe6629fa650d9b0abf4c99ef8c39c"><code>67e7d9a</code></a>
Merge pull request <a
href="https://redirect.github.com/kubernetes-client/python/issues/2628">#2628</a>
from yliaog/automated-release-of-36.0.3-upstream-rel...</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/0b18b057a155c297f0cefeb99a45e47597cf6d31"><code>0b18b05</code></a>
generated client change</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/eedb17e9457a24d040efe15d7326df17f4efc13d"><code>eedb17e</code></a>
update version constants for 36.0.3 release</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/bd7a8863337c31564abf85952ccf9ba46cb10326"><code>bd7a886</code></a>
update changelog with release notes from master branch</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/63dee8dad72fd77a82d6f03d49a88ee4df1e2694"><code>63dee8d</code></a>
Fix format_quantity precision and emit canonical decimal output</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/14ae4f0a0fe891419c59504311e3749716c60d28"><code>14ae4f0</code></a>
Update coverage requirement from &gt;=4.0.3 to &gt;=7.14.1</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/33f9bf5485ccef6266d2738fae8316fdc6c9abfb"><code>33f9bf5</code></a>
Add tests for readline_channel default and expired timeout handling</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/f72f9217af74dfa790ce5a3fe714659a5ef3ce29"><code>f72f921</code></a>
Fix readline_channel crash and None return on default timeout</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/bb887bba3840321c496509876ac924edb6570cc7"><code>bb887bb</code></a>
Fix leader election worker thread not running as daemon</li>
<li><a
href="https://github.com/kubernetes-client/python/commit/675392c2f8e38afaa15a8c355bbb1cc312bc381a"><code>675392c</code></a>
Bump codecov/codecov-action from 6.0.1 to 7.0.0</li>
<li>Additional commits viewable in <a
href="https://github.com/kubernetes-client/python/compare/v36.0.2...v36.0.3">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=kubernetes&package-manager=uv&previous-version=36.0.2&new-version=36.0.3)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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`@dependabot rebase`.

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<br />

You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index d755ccdc2..0b1986382 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2084,7 +2084,7 @@ wheels = [
 
 [[package]]
 name = "kubernetes"
-version = "36.0.2"
+version = "36.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -2098,9 +2098,9 @@ dependencies = [
     { name = "urllib3" },
     { name = "websocket-client" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/5b/30/a96d47df739689ac0001ade0afefc16e3b477fc2fb426b568515fdc8afce/kubernetes-36.0.3-py2.py3-none-any.whl", hash = "sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f", size = 4618066, upload-time = "2026-07-13T20:38:10.172Z" },
 ]
 
 [[package]]

From 0f231053a48cb1cc6f416e3c26ca8eebcc787f5f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 18 Jul 2026 22:44:35 +0300
Subject: [PATCH 187/208] chore(deps): bump boto3 from 1.43.36 to 1.43.50
 (#1077)

Bumps [boto3](https://github.com/boto/boto3) from 1.43.36 to 1.43.50.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/a8ae7f0619b16600dfb006b07c55c3e276cbf21a"><code>a8ae7f0</code></a>
Merge branch 'release-1.43.50'</li>
<li><a
href="https://github.com/boto/boto3/commit/b8c36a990c84df2cdec68b0af03194c619e3e8f1"><code>b8c36a9</code></a>
Bumping version to 1.43.50</li>
<li><a
href="https://github.com/boto/boto3/commit/fa19980a5c4eee55479fb56b444dc785a6e6b988"><code>fa19980</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/2ce2fd5ac8a6e5069465b4eface2938a940bc8b2"><code>2ce2fd5</code></a>
Merge branch 'release-1.43.49'</li>
<li><a
href="https://github.com/boto/boto3/commit/d2937da5351e7da82f983c2c572ba35615746b62"><code>d2937da</code></a>
Merge branch 'release-1.43.49' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/159cb6abdba69c6a433ad2b83920e850643a85cc"><code>159cb6a</code></a>
Bumping version to 1.43.49</li>
<li><a
href="https://github.com/boto/boto3/commit/2b8f4d84ae0fb264813e0997f3e510d517b4a1ab"><code>2b8f4d8</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/aa40f37ebe773ef7e8aadbeffee37aeaec8a29c2"><code>aa40f37</code></a>
Merge branch 'release-1.43.48'</li>
<li><a
href="https://github.com/boto/boto3/commit/652b573c3d4853497e60f983ff2938d2c4efbb4e"><code>652b573</code></a>
Merge branch 'release-1.43.48' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/13cce5d163edd8e436f51d61c9fde9619c48993b"><code>13cce5d</code></a>
Bumping version to 1.43.48</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.43.36...1.43.50">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=boto3&package-manager=uv&previous-version=1.43.36&new-version=1.43.50)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/uv.lock b/uv.lock
index 0b1986382..c329da487 100644
--- a/uv.lock
+++ b/uv.lock
@@ -501,30 +501,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.36"
+version = "1.43.50"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ff/9f/897287e955db0f50b12fd69ef45956e4fd2c7ddb48c736872f7ea2314443/boto3-1.43.36.tar.gz", hash = "sha256:587d7ee92a12e440ad12b0e7f11f3358f0c4d65b19f64726efc94aaf194aff28", size = 112690, upload-time = "2026-06-23T02:47:14.561Z" }
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/5c/db/603de8ccaac4ffa7ddc2cea6cdeb9f8f7d997d892af73edd5191e99d0ead/boto3-1.43.50-py3-none-any.whl", hash = "sha256:779eb5cfa8bd1d615f36051465f8182860219eef78b4ab8ca2c666bb56702325", size = 140030, upload-time = "2026-07-16T19:33:14.233Z" },
 ]
 
 [[package]]
 name = "boto3-stubs-lite"
-version = "1.43.36"
+version = "1.43.50"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore-stubs" },
     { name = "types-s3transfer" },
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
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-sdist = { url = "https://files.pythonhosted.org/packages/7a/e2/24d2cc088a64815589414cf70dbba27b5eaff2a0568934d37d6c4416e075/boto3_stubs_lite-1.43.36.tar.gz", hash = "sha256:b32b87aeee2d68b3b34eb3e665b2bcc3f491590e26147796e7786b6cc579dff6", size = 74197, upload-time = "2026-06-23T05:49:38.018Z" }
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 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4a/c5/12fd141051a633cca9baf703164522e1c199eb2fa6a15572e06232e995e1/boto3_stubs_lite-1.43.36-py3-none-any.whl", hash = "sha256:8af2ffdc7de78bc4997f1d6e3c09596b5b9a1a47f4c9fd1ad3857a9a606c36da", size = 43313, upload-time = "2026-06-23T05:49:35.162Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/00/904f83e26224391d0f77cce0f333268a8ceaa49960e837dcb0c87d7579c1/boto3_stubs_lite-1.43.50-py3-none-any.whl", hash = "sha256:458f32dc0b23acebd2771a7e4b207176cec2b1c50daeecb2b26a45bea05dffb9", size = 43272, upload-time = "2026-07-16T19:56:36.883Z" },
 ]
 
 [package.optional-dependencies]
@@ -534,16 +534,16 @@ boto3 = [
 
 [[package]]
 name = "botocore"
-version = "1.43.36"
+version = "1.43.50"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7c/37/da9e7f6ca73ac73afd7f0bb7f238aa5daba35c081e98d7f48a7c399599c0/botocore-1.43.36.tar.gz", hash = "sha256:4cae47d1b2d426316b85a0087d9e69e048f13bc003b5177d74639fe9dfd28205", size = 15625488, upload-time = "2026-06-23T02:47:03.192Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b0/3b/0a640eb595fb86e853c06301982393e60cbaba634cb0fc70bbdc119e1140/botocore-1.43.50.tar.gz", hash = "sha256:7b07c423c44b1ab3815af103f11fa28ea317e28dda1335718a02ecde371a25e9", size = 15709326, upload-time = "2026-07-16T19:33:05.282Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/98/32/405d01c0bcd9deab0d3744894a328ce12899824d284480f7b3f4c6cdfe40/botocore-1.43.50-py3-none-any.whl", hash = "sha256:4a57a1e0dd4a8be855c29183fc0e029c18e9ec84cd4ac172869f3e800f972528", size = 15394880, upload-time = "2026-07-16T19:33:02.097Z" },
 ]
 
 [[package]]

From 04267b35bdcf79ee9d2efbfdd61b2512dab0bdac Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 19:07:08 -0400
Subject: [PATCH 188/208] chore(main): release testcontainers 4.15.0 (#1057)

:robot: I have created a release *beep* *boop*
---


##
[4.15.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc4...testcontainers-v4.15.0)
(2026-07-24)


### Bug Fixes

* **cratedb:** add CrateDB community module
([#1051](https://github.com/testcontainers/testcontainers-python/issues/1051))
([0976c7e](https://github.com/testcontainers/testcontainers-python/commit/0976c7e7ec3455e90731c84d4ab65de378d350d7))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 .github/.release-please-manifest.json | 2 +-
 CHANGELOG.md                          | 7 +++++++
 pyproject.toml                        | 2 +-
 3 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/.github/.release-please-manifest.json b/.github/.release-please-manifest.json
index e82938f37..cfd8ce2af 100644
--- a/.github/.release-please-manifest.json
+++ b/.github/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-    ".": "4.15.0-rc4"
+    ".": "4.15.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index e264b62a2..18e6343e4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [4.15.0](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc4...testcontainers-v4.15.0) (2026-07-24)
+
+
+### Bug Fixes
+
+* **cratedb:** add CrateDB community module ([#1051](https://github.com/testcontainers/testcontainers-python/issues/1051)) ([0976c7e](https://github.com/testcontainers/testcontainers-python/commit/0976c7e7ec3455e90731c84d4ab65de378d350d7))
+
 ## [4.15.0-rc4](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.15.0-rc3...testcontainers-v4.15.0-rc4) (2026-06-11)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index d7fae2038..06b845fb2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "testcontainers"
-version = "4.15.0-rc4"  # auto-incremented by release-please
+version = "4.15.0"  # auto-incremented by release-please
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 readme = "README.md"
 requires-python = ">=3.10"

From 3e6bf5f06a7d9beda3718d3b7c4a9813764d6bbb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 08:55:19 +0300
Subject: [PATCH 189/208] chore(deps): bump pika from 1.4.1 to 1.4.2 (#1082)

Bumps [pika](https://github.com/pika/pika) from 1.4.1 to 1.4.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pika/pika/releases">pika's
releases</a>.</em></p>
<blockquote>
<h2>1.4.2</h2>
<p><a
href="https://pypi.org/project/pika/1.4.2/">https://pypi.org/project/pika/1.4.2/</a>
| <a href="https://github.com/pika/pika/milestone/26?closed=1">GitHub
milestone</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pika/pika/blob/1.4.2/CHANGELOG.md">pika's
changelog</a>.</em></p>
<blockquote>
<h2><a href="https://github.com/pika/pika/tree/1.4.2">1.4.2</a>
(2026-07-23)</h2>
<p><a href="https://github.com/pika/pika/compare/1.4.1...1.4.2">Full
Changelog</a></p>
<p><strong>Closed issues:</strong></p>
<ul>
<li>Importing pika.adapters can break asyncio subprocesses on Windows <a
href="https://redirect.github.com/pika/pika/issues/1639">#1639</a></li>
</ul>
<p><strong>Merged pull requests:</strong></p>
<ul>
<li>Stop mutating global asyncio event loop policy on import <a
href="https://redirect.github.com/pika/pika/pull/1642">#1642</a> (<a
href="https://github.com/lukebakken">lukebakken</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pika/pika/commit/3c9b50d4167e436c73cecae8127e3c5b266b2fce"><code>3c9b50d</code></a>
Merge pull request <a
href="https://redirect.github.com/pika/pika/issues/1658">#1658</a> from
pika/pika-1.4.2</li>
<li><a
href="https://github.com/pika/pika/commit/c5da6ff69d149d7090de1bf3ddf0f317fc039fde"><code>c5da6ff</code></a>
pika 1.4.2</li>
<li><a
href="https://github.com/pika/pika/commit/c538d43000fa649691d452aeb6f2b2ccf515d028"><code>c538d43</code></a>
Merge pull request <a
href="https://redirect.github.com/pika/pika/issues/1642">#1642</a> from
pika/fix/gh-1639-windows-event-loop-policy-1.4.x</li>
<li><a
href="https://github.com/pika/pika/commit/79efa4903a40bab07cbda32e830dfa0f52b5a17f"><code>79efa49</code></a>
Fix <code>callLater</code> typing by passing keyword arguments</li>
<li><a
href="https://github.com/pika/pika/commit/7cb36617213acc0c8a41353e69dbb60060b071b6"><code>7cb3661</code></a>
Drain extra loop turn to await Tornado selector bootstrap</li>
<li><a
href="https://github.com/pika/pika/commit/b3b8819c6454220d4be365771f4bb68f68378305"><code>b3b8819</code></a>
Replace deprecated event loop policy in tests with helper</li>
<li><a
href="https://github.com/pika/pika/commit/c1c9651cf1e5ad8a442c07018ff10f7729a8d7e0"><code>c1c9651</code></a>
Raise clear error when Windows loop lacks selector support</li>
<li><a
href="https://github.com/pika/pika/commit/978be3bf54a72f44a7b663e8d486ff24ba997b2e"><code>978be3b</code></a>
Stop mutating global asyncio event loop policy on import</li>
<li>See full diff in <a
href="https://github.com/pika/pika/compare/1.4.1...1.4.2">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pika&package-manager=uv&previous-version=1.4.1&new-version=1.4.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
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You can trigger Dependabot actions by commenting on this PR:
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index c329da487..7da3a2416 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3487,11 +3487,11 @@ wheels = [
 
 [[package]]
 name = "pika"
-version = "1.4.1"
+version = "1.4.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f7/09/8c42dd00c4b3e09ebd174455d30823c261eefef9d2b7e94ae9ca779704c1/pika-1.4.1.tar.gz", hash = "sha256:e851f3e4992adfbf8eb64e9b86d94e3382f92ba0200055abedbb29676b8e713b", size = 154268, upload-time = "2026-05-22T18:01:24.855Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5c/06/a5e4589eccb22be5790bf1327e20c5387b64327daa40c4d857cf9265ec3c/pika-1.4.2.tar.gz", hash = "sha256:48d1f50297e76be4fc798fd5232d4d532d7a4758e51f7c0ae6c4004b9808a26b", size = 154365, upload-time = "2026-07-23T02:11:26.003Z" }
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From 60f575d1f6d1617ef631742729245ec11c11cae4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 08:55:55 +0300
Subject: [PATCH 190/208] chore(deps-dev): bump sqlalchemy-cratedb from 0.42.0
 to 0.43.1 (#1081)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [sqlalchemy-cratedb](https://github.com/crate/sqlalchemy-cratedb)
from 0.42.0 to 0.43.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/crate/sqlalchemy-cratedb/releases">sqlalchemy-cratedb's
releases</a>.</em></p>
<blockquote>
<h2>0.43.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Documentation: Add &quot;Used by&quot; section by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/275">crate/sqlalchemy-cratedb#275</a></li>
<li>CI: Stop testing Python 3.7 through 3.9 on nightly runs by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/277">crate/sqlalchemy-cratedb#277</a></li>
<li>Introduce pre-commit configuration by <a
href="https://github.com/bgunebakan"><code>@​bgunebakan</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/280">crate/sqlalchemy-cratedb#280</a></li>
<li>Fix `AttributeError: 'CrateCompilerSA20' object by <a
href="https://github.com/bgunebakan"><code>@​bgunebakan</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/278">crate/sqlalchemy-cratedb#278</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/crate/sqlalchemy-cratedb/compare/0.43.0...0.43.1">https://github.com/crate/sqlalchemy-cratedb/compare/0.43.0...0.43.1</a></p>
<h2>0.43.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Chore: Format <code>pyproject.toml</code> using most recent
<code>pyproject-fmt</code> by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/262">crate/sqlalchemy-cratedb#262</a></li>
<li>Compiler: Make <code>CREATE INDEX</code> a no-op by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/214">crate/sqlalchemy-cratedb#214</a></li>
<li>Compiler: Forwarding calls to
<code>PGCompiler.visit_on_conflict_do_update</code> by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/264">crate/sqlalchemy-cratedb#264</a></li>
<li>Dialect: Add methods concerned with isolation levels as no-ops by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/217">crate/sqlalchemy-cratedb#217</a></li>
<li>Tests: Test composite synthetic uniqueness constraints by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/147">crate/sqlalchemy-cratedb#147</a></li>
<li>Documentation: Add &quot;General Notes&quot; section, about
unsupported features by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/268">crate/sqlalchemy-cratedb#268</a></li>
<li>Types: Emulate PostgreSQL's <code>JSON(B)</code> types using
CrateDB's <code>OBJECT</code> by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/27">crate/sqlalchemy-cratedb#27</a></li>
<li>Types: Improve support for FLOAT type, converging to FLOAT vs.
DOUBLE by <a href="https://github.com/amotl"><code>@​amotl</code></a> in
<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/265">crate/sqlalchemy-cratedb#265</a></li>
<li>Types: Add method <code>ObjectArray.as_generic</code> by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/23">crate/sqlalchemy-cratedb#23</a></li>
<li>Types: Improve type mappings by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/24">crate/sqlalchemy-cratedb#24</a></li>
<li>Migrate to <code>paramstyle=&quot;pyformat&quot;</code>, following
crate-python 2.2.0 by <a
href="https://github.com/amotl"><code>@​amotl</code></a> in <a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/pull/266">crate/sqlalchemy-cratedb#266</a></li>
<li>Removed support for Python versions &lt; 3.10</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/crate/sqlalchemy-cratedb/compare/0.42.0...0.43.0">https://github.com/crate/sqlalchemy-cratedb/compare/0.42.0...0.43.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/crate/sqlalchemy-cratedb/blob/main/CHANGES.md">sqlalchemy-cratedb's
changelog</a>.</em></p>
<blockquote>
<h2>2026/06/22 0.43.1</h2>
<ul>
<li>Compiler: Fixed <code>AttributeError: 'CrateCompilerSA20' object has
no attribute 'visit_on_conflict_do_update'</code> by forwarding calls to
<code>PGCompiler.visit_on_conflict_do_update</code></li>
</ul>
<h2>2026/06/17 0.43.0</h2>
<ul>
<li>Types: Improved support for FLOAT type, converging to FLOAT vs.
DOUBLE</li>
<li>Types: Added method <code>ObjectArray.as_generic</code> for better
reverse type lookups</li>
<li>Types: Improved type mappings for better reverse type lookups /
reflections
<ul>
<li>Consequently used upper-case type definitions from
<code>sqlalchemy.types</code></li>
<li>Added <code>timestamp without time zone</code> types (scalar and
array)</li>
<li>On SQLAlchemy 2, mapped <code>real</code> and
<code>double{_precision}</code> types to the
newly introduced <code>sqltypes.{DOUBLE,DOUBLE_PRECISION}</code>
types</li>
</ul>
</li>
<li>Compiler: Made <code>CREATE INDEX</code> a no-op, only emitting
<code>SELECT 1</code>, because CrateDB
does not support that statement</li>
<li>Dialect: Added methods concerned with isolation levels as
no-ops</li>
<li>Types: Started emulating PostgreSQL's <code>JSON(B)</code> types
using CrateDB's <code>OBJECT</code></li>
<li>Dialect: now uses <code>paramstyle = &quot;pyformat&quot;</code>
supported in crate-python 2.2.1.
Because of this the SQL statements logged or inspected will contain
<code>%(name)s</code> placeholders instead of <code>?</code>.</li>
<li>Removed support for Python versions &lt; 3.10</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/8f8b24811128e818501feed544618988811ba029"><code>8f8b248</code></a>
Update changelog for version 0.43.1</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/48cae8d280f13ec2be67bbf362a0acd01494e8c1"><code>48cae8d</code></a>
Fix AttributeError in CrateCompiler and add test (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/278">#278</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/d4b5ae9ffc632df4884e5179d8c3d7e518931143"><code>d4b5ae9</code></a>
Introduce pre-commit configuration (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/280">#280</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/4b4a27833a795ef0a479f3337aca918add43a0d6"><code>4b4a278</code></a>
CI: Stop testing Python 3.7 through 3.9 on nightly runs (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/277">#277</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/49a8c701d9c247f2b05540fb0695db0725a6ba5f"><code>49a8c70</code></a>
Documentation: Add &quot;Used by&quot; section (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/275">#275</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/b37b135cdfea84f652af5e6100e90b0f4cf64ae2"><code>b37b135</code></a>
Add changelogs of version 0.43.0 (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/272">#272</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/beef8d21113b1fda606873d7da8b5877784731d9"><code>beef8d2</code></a>
Migrate to <code>paramstyle=&quot;pyformat&quot;</code>, following
crate-python 2.2.0 (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/266">#266</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/f9d1d986cf432dbb9997eb4ab91c1e5f47b9e633"><code>f9d1d98</code></a>
Types: Improve support for FLOAT type, converging to FLOAT vs. DOUBLE
(<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/265">#265</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/6d78dc420e80f11ae86e4d08faad96f47722ddee"><code>6d78dc4</code></a>
Types: Emulate PostgreSQL's <code>JSON(B)</code> types using CrateDB's
<code>OBJECT</code> (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/27">#27</a>)</li>
<li><a
href="https://github.com/crate/sqlalchemy-cratedb/commit/8c215f9ed915c14b382b326607129f072d2d59bd"><code>8c215f9</code></a>
Documentation: Add &quot;General Notes&quot; section, about unsupported
features (<a
href="https://redirect.github.com/crate/sqlalchemy-cratedb/issues/268">#268</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/crate/sqlalchemy-cratedb/compare/0.42.0...0.43.1">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

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 [[package]]

From d76c4db52ca402dccde48a6057817dfde266f74e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 08:56:42 +0300
Subject: [PATCH 191/208] chore(deps-dev): bump mypy from 2.1.0 to 2.3.0
 (#1083)

Bumps [mypy](https://github.com/python/mypy) from 2.1.0 to 2.3.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python/mypy/blob/master/CHANGELOG.md">mypy's
changelog</a>.</em></p>
<blockquote>
<h1>Mypy Release Notes</h1>
<h2>Next Release</h2>
<h3>Packaging changes</h3>
<ul>
<li>No longer provide mypyc-accelerated wheels for macOS x86_64
[mypyc-wheels <a
href="https://redirect.github.com/python/mypy/issues/119">#119</a>](<a
href="https://redirect.github.com/mypyc/mypy_mypyc-wheels/pull/119">mypyc/mypy_mypyc-wheels#119</a>)</li>
</ul>
<h2>Mypy 2.3</h2>
<p>We've just uploaded mypy 2.3.0 to the Python Package Index (<a
href="https://pypi.org/project/mypy/">PyPI</a>).
Mypy is a static type checker for Python. This release includes new
features, performance
improvements and bug fixes. You can install it as follows:</p>
<pre><code>python3 -m pip install -U mypy
</code></pre>
<p>You can read the full documentation for this release on <a
href="http://mypy.readthedocs.io">Read the Docs</a>.</p>
<h3>The Upcoming Switch to the New Native Parser</h3>
<p>We are planning to enable the new native parser
(<code>--native-parser</code>) by
default soon. We recommend that you test the native parser in your
projects and report
any issues in the <a href="https://github.com/python/mypy/issues">mypy
issue tracker</a>.</p>
<h3>Mypyc Free-threading Memory Safety</h3>
<p>Free-threaded Python builds that don't have the GIL require
additional synchronization
primitives or lock-free algorithms to ensure memory safety when there
are race conditions
(for example, when a thread reads a list item while another thread
writes the same list
item concurrently). This release greatly improves memory safety of free
threading.</p>
<p>List operations are now memory-safe on free threaded Python builds,
even in the presence of
race conditions. This has some performance cost. For list-heavy
workloads, using
<code>librt.vecs.vec</code> instead of list is often significantly
faster, but note that <code>vec</code> is not
(and likely won't be) fully memory safe, and the user is expected to
avoid race conditions.
The newly introduced <code>librt.threading.Lock</code> helps with this.
Using variable-length tuples
can also be more efficient than lists, since tuples are immutable and
don't require
expensive synchronization to ensure memory safety.</p>
<p>Instance attribute access is also (mostly) memory safe now on
free-threaded builds in
the presence of race conditions. We are planning to fix the remaining
unsafe cases in a
future release.</p>
<p>Full list of changes:</p>
<ul>
<li>Make attribute access memory safe on free-threaded builds (Jukka
Lehtosalo, PR <a
href="https://redirect.github.com/python/mypy/pull/21705">21705</a>)</li>
<li>Fix unsafe borrowing of instance attributes with free-threading
(Jukka Lehtosalo, PR <a
href="https://redirect.github.com/python/mypy/pull/21688">21688</a>)</li>
<li>Make list get/set item more memory safe on free-threaded builds
(Jukka Lehtosalo, PR <a
href="https://redirect.github.com/python/mypy/pull/21683">21683</a>)</li>
<li>Don't borrow list items on free-threaded builds (Jukka Lehtosalo, PR
<a
href="https://redirect.github.com/python/mypy/pull/21679">21679</a>)</li>
<li>Make multiple assignment from list memory-safe on free-threaded
builds (Jukka Lehtosalo, PR <a
href="https://redirect.github.com/python/mypy/pull/21684">21684</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python/mypy/commit/8aabf8435357eaffceca7237f371e293b8168e54"><code>8aabf84</code></a>
Drop +dev from version</li>
<li><a
href="https://github.com/python/mypy/commit/4d8ad2ab5e86c99581b73775f2c00b9b8265b589"><code>4d8ad2a</code></a>
Update changelog for 2.3 release (<a
href="https://redirect.github.com/python/mypy/issues/21728">#21728</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/2c2154672040c52e481f423854d104e6cf172585"><code>2c21546</code></a>
[mypyc] Update documentation of race conditions under free threading (<a
href="https://redirect.github.com/python/mypy/issues/21726">#21726</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/a9f62a3cf98a58a7a2607b7c81695802b39f5edc"><code>a9f62a3</code></a>
[mypyc] Make attribute access memory safe on free-threaded builds (<a
href="https://redirect.github.com/python/mypy/issues/21705">#21705</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/0faa413ebf7c924a864ef5dabd70303d898e7766"><code>0faa413</code></a>
Use <code>PYODIDE</code> environment variable for Emscripten
cross-compilation detection...</li>
<li><a
href="https://github.com/python/mypy/commit/3d75cdb09f0928fa8b83e5ef03572ed878ac8d09"><code>3d75cdb</code></a>
[mypyc] Borrow final attributes more aggressively (<a
href="https://redirect.github.com/python/mypy/issues/21702">#21702</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/24c237d85b48f618e655ffff1dc0f19089d9b599"><code>24c237d</code></a>
[mypyc] Improve documentation of Final (<a
href="https://redirect.github.com/python/mypy/issues/21713">#21713</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/b5be217392b9b2771d1764066b9d600bf93ce7a8"><code>b5be217</code></a>
[mypyc] Update free threading Python compatibility docs (<a
href="https://redirect.github.com/python/mypy/issues/21711">#21711</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/cbcb51add3094ec91b29cdd4c624943bf251b63f"><code>cbcb51a</code></a>
Narrow for frozendict membership check (<a
href="https://redirect.github.com/python/mypy/issues/21709">#21709</a>)</li>
<li><a
href="https://github.com/python/mypy/commit/af2bc0f3cc7f2f129f0c11294158d0c292692c3d"><code>af2bc0f</code></a>
Sync typeshed (<a
href="https://redirect.github.com/python/mypy/issues/21707">#21707</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python/mypy/compare/v2.1.0...v2.3.0">compare
view</a></li>
</ul>
</details>
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---
 uv.lock | 330 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 167 insertions(+), 163 deletions(-)

diff --git a/uv.lock b/uv.lock
index f8c401ff1..aeb46bd2a 100644
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+++ b/uv.lock
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 [[package]]

From 542ca7fd98f448336eb64965708b487e8d93be8d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 08:57:08 +0300
Subject: [PATCH 192/208] chore(deps-dev): bump pytest from 9.0.3 to 9.1.1
 (#1073)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.3 to
9.1.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pytest-dev/pytest/releases">pytest's
releases</a>.</em></p>
<blockquote>
<h2>9.1.1</h2>
<h1>pytest 9.1.1 (2026-06-19)</h1>
<h2>Bug fixes</h2>
<ul>
<li><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14220">#14220</a>:
Fixed a logic bug in <code>pytest.RaisesGroup</code> which would might
cause it to display incorrect &quot;It matches <!-- raw HTML omitted
-->FooError()<!-- raw HTML omitted --> which was paired with <!-- raw
HTML omitted -->BarError<!-- raw HTML omitted -->&quot; messages.</li>
<li><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14591">#14591</a>:
Fixed a regression in pytest 9.1.0 which caused overriding a
parametrized fixture with an indirect <!-- raw HTML omitted --><a
href="https://github.com/pytest"><code>@​pytest</code></a>.mark.parametrize<!--
raw HTML omitted --> to fail with &quot;duplicate parametrization of
'&lt;fixture name&gt;'&quot;.</li>
<li><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14606">#14606</a>:
Fixed <code>list-item</code> typing errors from mypy in
<code>@pytest.mark.parametrize &lt;pytest.mark.parametrize
ref&gt;</code> <code>argvalues</code> parameter.</li>
<li><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14608">#14608</a>:
Fixed a regression in pytest 9.1.0 where <code>conftest.py</code> files
located in <code>&lt;invocation dir&gt;/test*</code> were no longer
loaded as initial conftests when invoked without arguments.
This could cause certain hooks (like <code>pytest_addoption</code>) in
these files to not fire.</li>
</ul>
<h2>9.1.0</h2>
<h1>pytest 9.1.0 (2026-06-13)</h1>
<h2>Removals and backward incompatible breaking changes</h2>
<ul>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14533">#14533</a>:
When using <code>--doctest-modules</code>, autouse fixtures with
<code>module</code>, <code>package</code> or <code>session</code> scope
that are defined inline in Python test modules (not plugins or
conftests) will now possibly execute twice.</p>
<p>If this is undesirable, move the fixture definition to a
<code>conftest.py</code> file if possible.</p>
<p>Technical explanation for those interested:
When using <!-- raw HTML omitted -->--doctest-modules<!-- raw HTML
omitted -->, pytest possibly collects Python modules twice, once as
<code>pytest.Module</code> and once as a <code>DoctestModule</code>
(depending on the configuration).
Due to improvements in pytest's fixture implementation, if e.g. the
<code>DoctestModule</code> collects a fixture, it is now visible to it
only, and not to the <code>Module</code>.
This means that both need to register the fixtures independently.</p>
</li>
</ul>
<h2>Deprecations (removal in next major release)</h2>
<ul>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/10819">#10819</a>:
Added a deprecation warning for class-scoped fixtures defined as
instance methods (without <code>@classmethod</code>). Such fixtures set
attributes on a different instance than the test methods use, leading to
unexpected behavior. Use <code>@classmethod</code> decorator instead --
by <code>yastcher</code>.</p>
<p>See <code>10819</code> and <code>14011</code>.</p>
</li>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/12882">#12882</a>:
Calling <code>request.getfixturevalue()
&lt;pytest.FixtureRequest.getfixturevalue&gt;</code> during teardown to
request a fixture that was not already requested is now deprecated and
will become an error in pytest 10.</p>
<p>See <code>dynamic-fixture-request-during-teardown</code> for
details.</p>
</li>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/13409">#13409</a>:
Using non-<code>~collections.abc.Collection</code> iterables (such as
generators, iterators, or custom iterable objects) for the
<code>argvalues</code> parameter in <code>@pytest.mark.parametrize
&lt;pytest.mark.parametrize ref&gt;</code> and
<code>metafunc.parametrize &lt;pytest.Metafunc.parametrize&gt;</code> is
now deprecated.</p>
<p>These iterables get exhausted after the first iteration,
leading to tests getting unexpectedly skipped in cases such as running
<code>pytest.main()</code> multiple times,
using class-level parametrize decorators,
or collecting tests multiple times.</p>
<p>See <code>parametrize-iterators</code> for details and
suggestions.</p>
</li>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/13946">#13946</a>:
The private <code>config.inicfg</code> attribute is now deprecated.
Use <code>config.getini() &lt;pytest.Config.getini&gt;</code> to access
configuration values instead.</p>
<p>See <code>config-inicfg</code> for more details.</p>
</li>
<li>
<p><a
href="https://redirect.github.com/pytest-dev/pytest/issues/14004">#14004</a>:
Passing <code>baseid</code> to <code>~pytest.FixtureDef</code> or
<code>nodeid</code> strings to fixture registration APIs is now
deprecated. These are internal pytest APIs that are used by some
plugins.</p>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pytest-dev/pytest/commit/cf470ec0bf7eb89cd97dd56df4859eae5db46447"><code>cf470ec</code></a>
Prepare release version 9.1.1</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/e0c8ce6cc5db1f08363be6f152c32e6838df2690"><code>e0c8ce6</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14625">#14625</a>
from pytest-dev/patchback/backports/9.1.x/a07c31a97...</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/1b82d1694fce22385ee7a4287917fbafbaf2e757"><code>1b82d16</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14624">#14624</a>
from pytest-dev/patchback/backports/9.1.x/b375b79ec...</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/501c4bc784da3b08bfcaa64858eba5d15dc59e53"><code>501c4bc</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14596">#14596</a>
from bluetech/doc-classmethod</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/b61f588e36e9377c3d1d3f06bece1da0fc31d9ca"><code>b61f588</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14622">#14622</a>
from chrisburr/fix-14608-initial-conftest-test-subdir</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/9a567e009f4d2da3ce1721c6db3109cb5744d40a"><code>9a567e0</code></a>
[automated] Update plugin list (<a
href="https://redirect.github.com/pytest-dev/pytest/issues/14617">#14617</a>)
(<a
href="https://redirect.github.com/pytest-dev/pytest/issues/14618">#14618</a>)</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/ef8b2993e5b48639e4a3d97d0525df9760781384"><code>ef8b299</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14620">#14620</a>
from pytest-dev/patchback/backports/9.1.x/680f9f3ed...</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/66abd0784d4cb7c1ba44ab9a8896506cd4985acc"><code>66abd07</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14220">#14220</a>
from bysiber/fix-stale-iexp-raisesgroup</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/79fbf93b666cac5f27c9dad047943d47b766c8d5"><code>79fbf93</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14612">#14612</a>
from pytest-dev/patchback/backports/9.1.x/974ed48b6...</li>
<li><a
href="https://github.com/pytest-dev/pytest/commit/0d312eb876177e9f1c04262b54060a41034ebf5c"><code>0d312eb</code></a>
Merge pull request <a
href="https://redirect.github.com/pytest-dev/pytest/issues/14611">#14611</a>
from bluetech/parametrize-argvalues-typing</li>
<li>Additional commits viewable in <a
href="https://github.com/pytest-dev/pytest/compare/9.0.3...9.1.1">compare
view</a></li>
</ul>
</details>
<br />


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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index aeb46bd2a..a160ce9ff 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4385,7 +4385,7 @@ wheels = [
 
 [[package]]
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-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -4396,9 +4396,9 @@ dependencies = [
     { name = "pygments" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]
 
 [[package]]

From f7d3887fe7c78e0b3a8b6eae82e105a4d3e0bca0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 08:57:47 +0300
Subject: [PATCH 193/208] chore(deps): bump typing-extensions from 4.15.0 to
 4.16.0 (#1071)

Bumps [typing-extensions](https://github.com/python/typing_extensions)
from 4.15.0 to 4.16.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/releases">typing-extensions's
releases</a>.</em></p>
<blockquote>
<h2>4.16.0</h2>
<p>No changes since 4.16.0rc2.</p>
<p>Changes since 4.15.0:</p>
<ul>
<li>Make <code>typing_extensions.TypeAliasType</code>'s
<code>__module__</code> attribute writable. Backport of CPython PR <a
href="https://redirect.github.com/python/cpython/pull/149172">#149172</a>.</li>
<li>Fix setting of <code>__required_keys__</code> and
<code>__optional_keys__</code> when inheriting keys with the same
name.</li>
<li>Add support for <code>AsyncIterator</code>, <code>io.Reader</code>,
<code>io.Writer</code> and <code>os.PathLike</code> protocols as bases
for other protocols.</li>
<li>Fix incorrect behaviour on Python 3.9 and Python 3.10 that meant
that calling <code>isinstance</code> with
<code>typing_extensions.Concatenate[...]</code> or
<code>typing_extensions.Unpack[...]</code> as the first argument could
have a different result in some situations depending on whether or not a
profiling function had been set using <code>sys.setprofile</code>. This
affected both CPython and PyPy implementations. Patch by Brian
Schubert.</li>
<li>Fix <code>__init_subclass__()</code> behavior in the presence of
multiple inheritance involving an <code>@deprecated</code>-decorated
base class. Backport of CPython PR <a
href="https://redirect.github.com/python/cpython/pull/138210">#138210</a>
by Brian Schubert.</li>
<li>Raise <code>TypeError</code> when attempting to subclass
<code>typing_extensions.ParamSpec</code> on Python 3.9. The
<code>typing</code> implementation has always raised an error, and the
<code>typing_extensions</code> implementation has raised an error on
Python 3.10+ since <code>typing_extensions</code> v4.6.0. Patch by Brian
Schubert.</li>
<li>Add the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code>, and <code>infer_variance</code> parameters
to <code>TypeVarTuple</code>.</li>
<li>Officially support the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code> and <code>infer_variance</code> parameters to
<code>ParamSpec</code>. Improve the validation of these parameters at
runtime.</li>
<li>Rename <code>typing_extensions.Sentinel</code> to
<code>typing_extensions.sentinel</code>, following the name that has
been adopted for <code>builtins.sentinel</code> on Python 3.15.
<code>typing_extensions.Sentinel</code> is retained as a soft-deprecated
alias for backwards compatibility.</li>
<li>Add support for pickling sentinels.</li>
<li>Sentinels now preserve their identity when copied or
deep-copied.</li>
<li>Deprecate passing <code>name</code> as a keyword argument or
<code>repr</code> as a positional argument to the <code>sentinel</code>
constructor.</li>
<li>The default repr of a sentinel <code>X =
sentinel(&quot;X&quot;)</code> is now <code>X</code> rather than
<code>&lt;X&gt;</code>.</li>
<li>Deprecate arbitrary attribute assignments to sentinels.</li>
<li>Deprecate subclassing sentinels.</li>
<li>Add support for Python 3.15.</li>
<li>Avoid a <code>DeprecationWarning</code> when <code>deprecated</code>
is applied to a coroutine function on Python 3.14.0.</li>
</ul>
<h2>4.16.0rc2</h2>
<p>Changes since 4.16.0rc1:</p>
<ul>
<li>Avoid a <code>DeprecationWarning</code> when <code>deprecated</code>
is applied to a coroutine function on Python 3.14.0.</li>
</ul>
<p>Changes since 4.15.0:</p>
<ul>
<li>Make <code>typing_extensions.TypeAliasType</code>'s
<code>__module__</code> attribute writable. Backport of CPython PR <a
href="https://redirect.github.com/python/cpython/pull/149172">#149172</a>.</li>
<li>Fix setting of <code>__required_keys__</code> and
<code>__optional_keys__</code> when inheriting keys with the same
name.</li>
<li>Add support for <code>AsyncIterator</code>, <code>io.Reader</code>,
<code>io.Writer</code> and <code>os.PathLike</code> protocols as bases
for other protocols.</li>
<li>Fix incorrect behaviour on Python 3.9 and Python 3.10 that meant
that calling <code>isinstance</code> with
<code>typing_extensions.Concatenate[...]</code> or
<code>typing_extensions.Unpack[...]</code> as the first argument could
have a different result in some situations depending on whether or not a
profiling function had been set using <code>sys.setprofile</code>. This
affected both CPython and PyPy implementations. Patch by Brian
Schubert.</li>
<li>Fix <code>__init_subclass__()</code> behavior in the presence of
multiple inheritance involving an <code>@deprecated</code>-decorated
base class. Backport of CPython PR <a
href="https://redirect.github.com/python/cpython/pull/138210">#138210</a>
by Brian Schubert.</li>
<li>Raise <code>TypeError</code> when attempting to subclass
<code>typing_extensions.ParamSpec</code> on Python 3.9. The
<code>typing</code> implementation has always raised an error, and the
<code>typing_extensions</code> implementation has raised an error on
Python 3.10+ since <code>typing_extensions</code> v4.6.0. Patch by Brian
Schubert.</li>
<li>Add the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code>, and <code>infer_variance</code> parameters
to <code>TypeVarTuple</code>.</li>
<li>Officially support the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code> and <code>infer_variance</code> parameters to
<code>ParamSpec</code>. Improve the validation of these parameters at
runtime.</li>
<li>Rename <code>typing_extensions.Sentinel</code> to
<code>typing_extensions.sentinel</code>, following the name that has
been adopted for <code>builtins.sentinel</code> on Python 3.15.
<code>typing_extensions.Sentinel</code> is retained as a soft-deprecated
alias for backwards compatibility.</li>
<li>Add support for pickling sentinels.</li>
<li>Sentinels now preserve their identity when copied or
deep-copied.</li>
<li>Deprecate passing <code>name</code> as a keyword argument or
<code>repr</code> as a positional argument to the <code>sentinel</code>
constructor.</li>
<li>The default repr of a sentinel <code>X =
sentinel(&quot;X&quot;)</code> is now <code>X</code> rather than
<code>&lt;X&gt;</code>.</li>
<li>Deprecate arbitrary attribute assignments to sentinels.</li>
<li>Deprecate subclassing sentinels.</li>
<li>Add support for Python 3.15.</li>
</ul>
<h2>4.16.0rc1</h2>
<ul>
<li>Make <code>typing_extensions.TypeAliasType</code>'s
<code>__module__</code> attribute writable. Backport of CPython PR <a
href="https://redirect.github.com/python/cpython/pull/149172">#149172</a>.</li>
<li>Fix setting of <code>__required_keys__</code> and
<code>__optional_keys__</code> when inheriting keys with the same
name.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/blob/main/CHANGELOG.md">typing-extensions's
changelog</a>.</em></p>
<blockquote>
<h1>Release 4.16.0 (July 2, 2025)</h1>
<p>No user-facing changes since 4.16.0rc2.</p>
<h1>Release 4.16.0rc2 (June 25, 2026)</h1>
<ul>
<li>Avoid a <code>DeprecationWarning</code> when <code>deprecated</code>
is applied to a coroutine function on
Python 3.14.0.</li>
</ul>
<h1>Release 4.16.0rc1 (June 24, 2026)</h1>
<ul>
<li>Make <code>typing_extensions.TypeAliasType</code>'s
<code>__module__</code> attribute writable.
Backport of CPython PR
<a
href="https://redirect.github.com/python/cpython/pull/149172">#149172</a>.</li>
<li>Fix setting of <code>__required_keys__</code> and
<code>__optional_keys__</code> when inheriting
keys with the same name.</li>
<li>Add support for <code>AsyncIterator</code>, <code>io.Reader</code>,
<code>io.Writer</code> and <code>os.PathLike</code> protocols
as bases for other protocols.</li>
<li>Fix incorrect behaviour on Python 3.9 and Python 3.10 that meant
that
calling <code>isinstance</code> with
<code>typing_extensions.Concatenate[...]</code> or
<code>typing_extensions.Unpack[...]</code> as the first argument could
have a different
result in some situations depending on whether or not a profiling
function had been
set using <code>sys.setprofile</code>. This affected both CPython and
PyPy implementations.
Patch by Brian Schubert.</li>
<li>Fix <code>__init_subclass__()</code> behavior in the presence of
multiple inheritance involving
an <code>@deprecated</code>-decorated base class. Backport of CPython PR
<a
href="https://redirect.github.com/python/cpython/pull/138210">#138210</a>
by Brian Schubert.</li>
<li>Raise <code>TypeError</code> when attempting to subclass
<code>typing_extensions.ParamSpec</code> on
Python 3.9. The <code>typing</code> implementation has always raised an
error, and the
<code>typing_extensions</code> implementation has raised an error on
Python 3.10+ since
<code>typing_extensions</code> v4.6.0. Patch by Brian Schubert.</li>
<li>Add the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code>, and <code>infer_variance</code> parameters
to <code>TypeVarTuple</code>.</li>
<li>Officially support the <code>bound</code>, <code>covariant</code>,
<code>contravariant</code> and <code>infer_variance</code>
parameters to <code>ParamSpec</code>. Improve the validation of these
parameters at runtime.</li>
<li>Rename <code>typing_extensions.Sentinel</code> to
<code>typing_extensions.sentinel</code>, following the
name that has been adopted for <code>builtins.sentinel</code> on Python
3.15.
<code>typing_extensions.Sentinel</code> is retained as a soft-deprecated
alias for backwards
compatibility.</li>
<li>Add support for pickling sentinels.</li>
<li>Sentinels now preserve their identity when copied or
deep-copied.</li>
<li>Deprecate passing <code>name</code> as a keyword argument or
<code>repr</code> as a positional argument
to the <code>sentinel</code> constructor.</li>
<li>The default repr of a sentinel <code>X =
sentinel(&quot;X&quot;)</code> is now <code>X</code> rather than
<code>&lt;X&gt;</code>.</li>
<li>Deprecate arbitrary attribute assignments to sentinels.</li>
<li>Deprecate subclassing sentinels.</li>
<li>Add support for Python 3.15.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python/typing_extensions/commit/f29cd28d8ed7642cafb1d18daf5aa41be6a5c0aa"><code>f29cd28</code></a>
Prepare relase 4.16.0 (<a
href="https://redirect.github.com/python/typing_extensions/issues/774">#774</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/43174610ec0c407ce05ad750077c4e62b9192b2b"><code>4317461</code></a>
Bump version to 4.16.0rc2.dev (<a
href="https://redirect.github.com/python/typing_extensions/issues/772">#772</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/4f71098e5be84798d36416bbca0e776223ee40f9"><code>4f71098</code></a>
Prepare release 4.16.0rc2 (<a
href="https://redirect.github.com/python/typing_extensions/issues/771">#771</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/37ed08a11f3b7c05234f8963ab97e3ebdbdc16a2"><code>37ed08a</code></a>
Remove use of <code>asyncio.coroutines.iscoroutinefunction()</code> (<a
href="https://redirect.github.com/python/typing_extensions/issues/769">#769</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/8dcc5594cbe5a4e348245fea6ce160ce93ed6601"><code>8dcc559</code></a>
Improve <code>TypedDict</code> documentation (<a
href="https://redirect.github.com/python/typing_extensions/issues/770">#770</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/224f8d50551d26f0d603093596c3a47a7302a46f"><code>224f8d5</code></a>
Post-release followups for 3.16.0rc1 (<a
href="https://redirect.github.com/python/typing_extensions/issues/767">#767</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/777de3eb5f4562e2054d1d7ce707f098b1f4fd2f"><code>777de3e</code></a>
Prepare release 4.16.0rc1 (<a
href="https://redirect.github.com/python/typing_extensions/issues/766">#766</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/890be90f1545e7d5fa904dfa3154d5f03c96782c"><code>890be90</code></a>
Type variable tuple variance (<a
href="https://redirect.github.com/python/typing_extensions/issues/741">#741</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/0e0545866d78458b668dc52d2edc411f6e39540d"><code>0e05458</code></a>
Pin SQLAlchemy third-party tests to pytest==9.0.3 (<a
href="https://redirect.github.com/python/typing_extensions/issues/765">#765</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/d2777468c274202ec290103b34313e50cf040229"><code>d277746</code></a>
docs: add version compatibility table (<a
href="https://redirect.github.com/python/typing_extensions/issues/733">#733</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python/typing_extensions/compare/4.15.0...4.16.0">compare
view</a></li>
</ul>
</details>
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index a160ce9ff..20ad55abb 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]

From 71f3baf6a29fcd39ce9ebcd5c58bfc6a37402bd8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 16:26:50 +0300
Subject: [PATCH 194/208] chore(deps-dev): bump types-paramiko from
 5.0.0.20260617 to 5.0.0.20260724 (#1091)

Bumps [types-paramiko](https://github.com/python/typeshed) from
5.0.0.20260617 to 5.0.0.20260724.
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/python/typeshed/commits">compare view</a></li>
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<br />


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---
 uv.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/uv.lock b/uv.lock
index 20ad55abb..66e8f61c0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5437,7 +5437,7 @@ wheels = [
 
 [[package]]
 name = "testcontainers"
-version = "4.15.0rc4"
+version = "4.15.0"
 source = { editable = "." }
 dependencies = [
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@@ -5927,14 +5927,14 @@ wheels = [
 
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+version = "5.0.0.20260724"
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 [[package]]

From ce6756d2ac74899e399d5e74bacc8b856895e9a2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 16:27:16 +0300
Subject: [PATCH 195/208] chore(deps-dev): bump mkdocs-material from 9.7.6 to
 9.7.7 (#1089)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.7.6 to 9.7.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.7.7</h2>
<blockquote>
<p>[!WARNING]</p>
<p><strong>Material for MkDocs is approaching end of life</strong></p>
<p>Material for MkDocs is scheduled to reach end of life on November 5,
2026. Until then, maintenance is limited to critical bug fixes and
security updates. After this date, the project will remain available on
PyPI and GitHub, but no further maintenance is planned except in
exceptional circumstances.</p>
<p>For users looking for a long-term, actively developed successor,
we're building <a href="https://zensical.org">Zensical</a> – a
next-generation static site generator designed for technical
documentation. If you're planning a new documentation project or
evaluating your long-term options, we invite you to take a look.</p>
<p>Organizations requiring support beyond this date are welcome to get
in touch to discuss available options.</p>
<p><a
href="https://squidfunk.github.io/mkdocs-material/blog/2025/11/05/zensical/">Read
the full announcement on our blog</a></p>
</blockquote>
<h2>Changes</h2>
<ul>
<li>Fixed a DOM-based XSS vulnerability in search suggestions</li>
</ul>
<blockquote>
<p>Thanks to <a href="https://github.com/p"><code>@​p</code></a>- for
responsibly reporting this issue.</p>
</blockquote>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.7.7 (2026-07-17)</p>
<ul>
<li>Fixed DOM-based XSS vulnerability in search suggestions</li>
</ul>
<p>mkdocs-material-9.7.6 (2026-03-19)</p>
<ul>
<li>Automatically disable MkDocs 2.0 warning for forks of MkDocs</li>
</ul>
<p>mkdocs-material-9.7.5 (2026-03-10)</p>
<ul>
<li>Limited version range of mkdocs to &lt;2</li>
<li>Updated MkDocs 2.0 incompatibility warning (clarify relation with
MkDocs)</li>
</ul>
<p>mkdocs-material-9.7.4 (2026-03-03)</p>
<ul>
<li>Hardened social cards plugin by switching to sandboxed
environment</li>
<li>Updated MkDocs 2.0 incompatibility warning</li>
</ul>
<p>mkdocs-material-9.7.3 (2026-02-24)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8567">#8567</a>:
Print MkDocs 2.0 incompatibility warning to stderr</li>
</ul>
<p>mkdocs-material-9.7.2 (2026-02-18)</p>
<ul>
<li>Opened up version ranges of optional dependencies for
forward-compatibility</li>
<li>Added warning to 'mkdocs build' about impending MkDocs 2.0
incompatibility</li>
</ul>
<p>mkdocs-material-9.7.1 (2025-12-18)</p>
<ul>
<li>Updated requests to 2.30+ to mitigate CVE in urllib</li>
<li>Fixed privacy plugin not picking up protocol-relative URLs</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8542">#8542</a>:
false positives and negatives captured in privacy plugin</li>
</ul>
<p>mkdocs-material-9.7.0 (2025-11-11)</p>
<p>⚠️ Material for MkDocs is now in maintenance mode</p>
<p>This is the last release of Material for MkDocs that will receive new
features.
Going forward, the Material for MkDocs team focuses on Zensical, a
next-gen
static site generator built from first principles. We will provide
critical
bug fixes and security updates for Material for MkDocs for 12 months at
least.</p>
<p>Read the full announcement on our blog:
<a
href="https://squidfunk.github.io/mkdocs-material/blog/2025/11/05/zensical/">https://squidfunk.github.io/mkdocs-material/blog/2025/11/05/zensical/</a></p>
<p>This release includes all features that were previously exclusive to
the
Insiders edition. These features are now freely available to
everyone.</p>
<p>Note on deprecated plugins: The projects and typeset plugins are
included in
this release, but must be considered deprecated. Both plugins proved</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/b3e6dd886a974aa8200759ecfd7db28c598a2894"><code>b3e6dd8</code></a>
Prepare 9.7.7 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/52fb6be8aafe326419f34dc94d3211e7bbfbfb25"><code>52fb6be</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/901e6335cc80b0f12e46a1e34bd85e983dd78a6e"><code>901e633</code></a>
Added <code>SECURITY.md</code> with EOL notice</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/5b36f2ac499a45905e246bc66bbee2858ef6556f"><code>5b36f2a</code></a>
Bump js-yaml from 4.1.1 to 4.2.0 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8598">#8598</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2d11e7bc92c59b86d6ac0da2e38044fb4befa6e0"><code>2d11e7b</code></a>
Bump form-data from 3.0.4 to 3.0.5 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8597">#8597</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/ae05a534a8c8e1c58eb6aa55d460d309bcfce22b"><code>ae05a53</code></a>
Bump esbuild from 0.27.2 to 0.28.1 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8596">#8596</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/434af93166e5b90b78bba1295ca5a140fc67d0bc"><code>434af93</code></a>
Bump shell-quote from 1.7.3 to 1.8.4 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8593">#8593</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/4447cdadcbe8bc82570e9f1ae2b970f461b03b68"><code>4447cda</code></a>
Documentation (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8590">#8590</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/8f8d551c9c5296dfc2a5ede35047bfb491d66bc9"><code>8f8d551</code></a>
Updated copyright year (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8588">#8588</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/08d8514d491782b4ac46673bcfdedb2f6fc85f3d"><code>08d8514</code></a>
Bump fast-uri from 3.0.3 to 3.1.2 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8587">#8587</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.7.6...9.7.7">compare
view</a></li>
</ul>
</details>
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Dependabot creating any more for this minor version (unless you reopen
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 66e8f61c0..99a35af46 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2466,7 +2466,7 @@ wheels = [
 
 [[package]]
 name = "mkdocs-material"
-version = "9.7.6"
+version = "9.7.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "babel" },
@@ -2481,9 +2481,9 @@ dependencies = [
     { name = "pymdown-extensions" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/45/29/6d2bcf41ae40802c4beda2432396fff97b8456fb496371d1bc7aad6512ec/mkdocs_material-9.7.6.tar.gz", hash = "sha256:00bdde50574f776d328b1862fe65daeaf581ec309bd150f7bff345a098c64a69", size = 4097959, upload-time = "2026-03-19T15:41:58.161Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f1/cd/c05d3a530ba7934f144fb45f7203cd236adc25c7bdcc34673d202f4b0278/mkdocs_material-9.7.7.tar.gz", hash = "sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855", size = 4097923, upload-time = "2026-07-17T16:21:33.156Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2c/01/bc663630c510822c95c47a66af9fa7a443c295b47d5f041e5e6ae62ef659/mkdocs_material-9.7.6-py3-none-any.whl", hash = "sha256:71b84353921b8ea1ba84fe11c50912cc512da8fe0881038fcc9a0761c0e635ba", size = 9305470, upload-time = "2026-03-19T15:41:55.217Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/21/17c1bc9e6f47c972ad66fb2ac2568f99f90f1207eeb6fc3b34d094dba7b5/mkdocs_material-9.7.7-py3-none-any.whl", hash = "sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f", size = 9305438, upload-time = "2026-07-17T16:21:30.017Z" },
 ]
 
 [[package]]

From 53ded4d1f84916dad10ef8b82a10be4bfd6a3691 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 16:27:50 +0300
Subject: [PATCH 196/208] chore(deps): bump trino from 0.337.0 to 0.338.0
 (#1087)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [trino](https://github.com/trinodb/trino-python-client) from
0.337.0 to 0.338.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/trinodb/trino-python-client/releases">trino's
releases</a>.</em></p>
<blockquote>
<h2>0.338.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Fix spurious warnings and bogus index when reflecting Iceberg tables
by <a href="https://github.com/metadaddy"><code>@​metadaddy</code></a>
in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/520">trinodb/trino-python-client#520</a></li>
<li>Lazily load spooled result set segments by <a
href="https://github.com/wendigo"><code>@​wendigo</code></a> in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/597">trinodb/trino-python-client#597</a></li>
<li>Fix columns property to handle lazy SegmentIterator from spooled
protocol by <a
href="https://github.com/hashhar"><code>@​hashhar</code></a> in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/599">trinodb/trino-python-client#599</a></li>
<li>Send heartbeat when downloading spooled segments by <a
href="https://github.com/azawlocki-sbdt"><code>@​azawlocki-sbdt</code></a>
in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/604">trinodb/trino-python-client#604</a></li>
<li>Replace EOL PyPy 3.9/3.10 with PyPy 3.11 in CI matrix by <a
href="https://github.com/srchilukoori"><code>@​srchilukoori</code></a>
in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/607">trinodb/trino-python-client#607</a></li>
<li>Add NUMBER support by <a
href="https://github.com/lpoulain"><code>@​lpoulain</code></a> in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/610">trinodb/trino-python-client#610</a></li>
<li>Add 0.338.0 release notes by <a
href="https://github.com/wendigo"><code>@​wendigo</code></a> in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/613">trinodb/trino-python-client#613</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/metadaddy"><code>@​metadaddy</code></a>
made their first contribution in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/520">trinodb/trino-python-client#520</a></li>
<li><a
href="https://github.com/azawlocki-sbdt"><code>@​azawlocki-sbdt</code></a>
made their first contribution in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/604">trinodb/trino-python-client#604</a></li>
<li><a
href="https://github.com/srchilukoori"><code>@​srchilukoori</code></a>
made their first contribution in <a
href="https://redirect.github.com/trinodb/trino-python-client/pull/607">trinodb/trino-python-client#607</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/trinodb/trino-python-client/compare/0.337.0...0.338.0">https://github.com/trinodb/trino-python-client/compare/0.337.0...0.338.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/trinodb/trino-python-client/blob/master/CHANGES.md">trino's
changelog</a>.</em></p>
<blockquote>
<h2>Release 0.338.0</h2>
<ul>
<li>Lazily load spooled result set segments to keep memory usage
constant.
(<a
href="https://redirect.github.com/trinodb/trino-python-client/pull/597">#597</a>)</li>
<li>Send heartbeats in a separate thread while downloading spooled
segments.
(<a
href="https://redirect.github.com/trinodb/trino-python-client/pull/604">#604</a>)</li>
<li>Add support for the <code>NUMBER</code> type.
(<a
href="https://redirect.github.com/trinodb/trino-python-client/pull/610">#610</a>)</li>
<li>Fix spurious warnings and bogus index when reflecting Iceberg
tables.
(<a
href="https://redirect.github.com/trinodb/trino-python-client/pull/520">#520</a>)</li>
<li>Fix <code>columns</code> property to handle lazy spooled result
segments.
(<a
href="https://redirect.github.com/trinodb/trino-python-client/pull/599">#599</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/94c3e1cb6af6d3d0aa51036bd8fc17176b6ec20b"><code>94c3e1c</code></a>
Bump version to 0.338.0</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/ef1b6c7d68748d9e18259da8082db936fa14f72e"><code>ef1b6c7</code></a>
Add 0.338.0 release notes</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/771c0ab4a25f057f8ed540689399a0d32b7a4023"><code>771c0ab</code></a>
Add NUMBER support</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/426b9922b25de2b10b2ff8c97eb0a6f1774f87c6"><code>426b992</code></a>
Replace EOL PyPy 3.9/3.10 with PyPy 3.11 in CI matrix</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/60443ac79916576b8ef567e4e3615c638b523953"><code>60443ac</code></a>
Implement heartbeat requests in a separate thread</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/9cfaa16be4a3310529a4e51b5a0c5dde3f773b2c"><code>9cfaa16</code></a>
Fix columns property to handle lazy SegmentIterator</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/a2a1001dd95b808bc0767d2133477cbe6dcd94f3"><code>a2a1001</code></a>
Lazily load spooled result set segments</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/87b5d6c33206433fad459ba82d41b9458e165c72"><code>87b5d6c</code></a>
Add integration tests for get_indexes on Iceberg and Hive tables</li>
<li><a
href="https://github.com/trinodb/trino-python-client/commit/5570ffd6a8a10ee3e8751f33bde78419eed2c9bb"><code>5570ffd</code></a>
Fix spurious warnings and bogus index when reflecting Iceberg
tables</li>
<li>See full diff in <a
href="https://github.com/trinodb/trino-python-client/compare/0.337.0...0.338.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=trino&package-manager=uv&previous-version=0.337.0&new-version=0.338.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 99a35af46..9bd5a5d99 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5833,7 +5833,7 @@ wheels = [
 
 [[package]]
 name = "trino"
-version = "0.337.0"
+version = "0.338.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "lz4" },
@@ -5844,9 +5844,9 @@ dependencies = [
     { name = "tzlocal" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7f/b6/73315c36902ecd87d061fe045a1df4611f5b7ff714498864896b4d454ab1/trino-0.337.0.tar.gz", hash = "sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c", size = 55995, upload-time = "2026-03-06T13:24:01.495Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/18/aa/4bc0539467c12d415e8f8870a79646be80d299c063c563a47fee0b6c9fa9/trino-0.338.0.tar.gz", hash = "sha256:1103d249cb96ba8f88f699588581965e2be088c16b9f8178e34cb64aa8a6c011", size = 57373, upload-time = "2026-06-29T19:55:37.547Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2d/99/c39eca8b3fca72d39fe507f9e7598174acb0a5845ecdd20630790e268cb2/trino-0.337.0-py3-none-any.whl", hash = "sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c", size = 58558, upload-time = "2026-03-06T13:23:59.662Z" },
+    { url = "https://files.pythonhosted.org/packages/91/b5/182b81d1b4cc2b306b174bd94efe5384f7d1253539eaf47a6b4d842b96a7/trino-0.338.0-py3-none-any.whl", hash = "sha256:093952f8a53b6f47ab357b77cbe92f1d66453290f7d8bcc4b74bd662e5ff2704", size = 59981, upload-time = "2026-06-29T19:55:36.449Z" },
 ]
 
 [[package]]

From c5304363a41991ae3018ce95cd52346b07216b03 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sat, 15 Aug 2026 19:12:51 +0300
Subject: [PATCH 197/208] fix(build): pin hatchling <1.32 to fix twine check CI
 failure (#1095)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Fixes #1096

## Problem
The `Run twine check` CI step fails on all PRs (e.g. run
[31887608422](https://github.com/testcontainers/testcontainers-python/actions/runs/31887608422/job/95019090461?pr=1090)
on #1090) with:

```
Checking dist/testcontainers-4.15.0-py3-none-any.whl: ERROR InvalidDistribution: Invalid distribution metadata: '2.5' is not a valid metadata version
```

## Root cause
`hatchling>=1.32` started emitting `Metadata-Version: 2.5` in built
wheel/sdist metadata. The pinned `twine` (6.2.0, via `packaging`)
doesn't yet recognize `2.5` as valid and rejects the distribution. This
is unrelated to any specific PR's diff — it's an unpinned build-backend
version issue. See pypa/twine#1327.

## Fix
Pin `hatchling` to `>=1.26,<1.32` in `pyproject.toml`'s `[build-system]`
so it keeps emitting `Metadata-Version: 2.4`, compatible with the
current twine/packaging toolchain.

## Verification
Ran locally:
```
uv build && uv run twine check dist/*
```
Wheel METADATA now shows `Metadata-Version: 2.4`, and both wheel and
sdist pass `twine check` (`PASSED`).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 6536a34d-6afa-4f02-81ed-89dc72586d04
---
 pyproject.toml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06b845fb2..a06d5011c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -166,7 +166,9 @@ dev = [
 
 # ---------- Hatchling build configuration ----------
 [build-system]
-requires = ["hatchling"]
+# hatchling>=1.32 emits Metadata-Version 2.5, which the pinned twine version
+# does not yet recognize as valid (https://github.com/pypa/twine/issues/1327).
+requires = ["hatchling>=1.26,<1.32"]
 build-backend = "hatchling.build"
 
 [tool.hatch.build]

From 2190bcc8728c873c9c96871f2214d2010290a5cd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 19:25:01 +0300
Subject: [PATCH 198/208] chore(deps-dev): bump types-docker from
 7.1.0.20260518 to 7.2.0.20260728 (#1090)

Bumps [types-docker](https://github.com/python/typeshed) from
7.1.0.20260518 to 7.2.0.20260728.
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/python/typeshed/commits">compare view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=types-docker&package-manager=uv&previous-version=7.1.0.20260518&new-version=7.2.0.20260728)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/uv.lock b/uv.lock
index 9bd5a5d99..5f23a2fd9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5913,16 +5913,15 @@ wheels = [
 
 [[package]]
 name = "types-docker"
-version = "7.1.0.20260518"
+version = "7.2.0.20260728"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "types-paramiko" },
     { name = "types-requests" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/71/ee4bd2b713f0b3b0cecc48fd13952b244f187c3b68cfa0408360f102fde8/types_docker-7.1.0.20260518.tar.gz", hash = "sha256:d194c4b82a4110fc58c84af05a5d9de6d3e54f94357ff745d01b5dca12c8eaaa", size = 33868, upload-time = "2026-05-18T06:08:19.78Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/f9/7792217bb55b523f409e8699b41d849345fe673e7aae254e5402c8b6c391/types_docker-7.2.0.20260728.tar.gz", hash = "sha256:eeb780deddb000d3be7584cca16b02fc7f68b135b0039977be13c121861db197", size = 36538, upload-time = "2026-07-28T04:52:14.199Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1f/1d/1d174b6f94afe0de50189de0a9dfd4531d2f8170e6dd9ef68ab616aa770b/types_docker-7.1.0.20260518-py3-none-any.whl", hash = "sha256:59893937816bfe40eb2915c84b31c3131107537500287c47d4a10dd7a9d59deb", size = 48183, upload-time = "2026-05-18T06:08:18.89Z" },
+    { url = "https://files.pythonhosted.org/packages/96/0b/733f7fb323bbf4394f69b7c6485b6b7d373c301261c26af08ad72bcfa456/types_docker-7.2.0.20260728-py3-none-any.whl", hash = "sha256:f8d7a80dbc12cb7d794bf22d42f7bb1545db6226ee204dc685812a4695ac9a23", size = 51168, upload-time = "2026-07-28T04:52:13.201Z" },
 ]
 
 [[package]]

From f916bc142df06f4e24d330941f6068946267482d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 19:25:35 +0300
Subject: [PATCH 199/208] chore(deps-dev): bump pre-commit from 4.6.0 to 4.6.1
 (#1088)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.6.0
to 4.6.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pre-commit/pre-commit/releases">pre-commit's
releases</a>.</em></p>
<blockquote>
<h2>pre-commit v4.6.1</h2>
<h3>Fixes</h3>
<ul>
<li>Install <code>language: node</code> hooks via <code>git</code>.
<ul>
<li>Fixes npm 12.x compatibility</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3719">#3719</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3517">#3517</a>
issue by <a href="https://github.com/ojob"><code>@​ojob</code></a>.</li>
</ul>
</li>
<li>Set <code>JULIA_DEPOT_PATH</code> for <code>language: julia</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3711">#3711</a>
PR by <a
href="https://github.com/damonbayer"><code>@​damonbayer</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit-ci/runner-image/issues/335">pre-commit-ci/runner-image#335</a>
issue by <a
href="https://github.com/damonbayer"><code>@​damonbayer</code></a>.</li>
</ul>
</li>
<li>Produce error on mistyped <code>--repo</code> for <code>pre-commit
autoupdate</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3701">#3701</a>
PR by <a href="https://github.com/mxr"><code>@​mxr</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3695">#3695</a>
issue by <a href="https://github.com/mxr"><code>@​mxr</code></a>.</li>
</ul>
</li>
<li>Improve performance of commit existence check in
<code>pre-push</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3726">#3726</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3604">#3604</a>
issue by <a
href="https://github.com/ptarjan"><code>@​ptarjan</code></a>.</li>
</ul>
</li>
<li>Avoid duplicating conflicted filenames during <code>pre-commit run
--all-files</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3727">#3727</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3706">#3706</a>
issue by <a
href="https://github.com/RomanValov"><code>@​RomanValov</code></a>.</li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md">pre-commit's
changelog</a>.</em></p>
<blockquote>
<h1>4.6.1 - 2026-07-21</h1>
<h3>Fixes</h3>
<ul>
<li>Install <code>language: node</code> hooks via <code>git</code>.
<ul>
<li>Fixes npm 12.x compatibility</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3719">#3719</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3517">#3517</a>
issue by <a href="https://github.com/ojob"><code>@​ojob</code></a>.</li>
</ul>
</li>
<li>Set <code>JULIA_DEPOT_PATH</code> for <code>language: julia</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3711">#3711</a>
PR by <a
href="https://github.com/damonbayer"><code>@​damonbayer</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit-ci/runner-image/issues/335">pre-commit-ci/runner-image#335</a>
issue by <a
href="https://github.com/damonbayer"><code>@​damonbayer</code></a>.</li>
</ul>
</li>
<li>Produce error on mistyped <code>--repo</code> for <code>pre-commit
autoupdate</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3701">#3701</a>
PR by <a href="https://github.com/mxr"><code>@​mxr</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3695">#3695</a>
issue by <a href="https://github.com/mxr"><code>@​mxr</code></a>.</li>
</ul>
</li>
<li>Improve performance of commit existence check in
<code>pre-push</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3726">#3726</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3604">#3604</a>
issue by <a
href="https://github.com/ptarjan"><code>@​ptarjan</code></a>.</li>
</ul>
</li>
<li>Avoid duplicating conflicted filenames during <code>pre-commit run
--all-files</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3727">#3727</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3706">#3706</a>
issue by <a
href="https://github.com/RomanValov"><code>@​RomanValov</code></a>.</li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/242ce8a25657be59f2770b50de41fe0fd508820d"><code>242ce8a</code></a>
v4.6.1</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/766e550cd31defcb6096a96735c9de299b0eb301"><code>766e550</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3727">#3727</a>
from pre-commit/dedupe</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/1558d06e3d9e5f495cd97ccaefe937b7c44ead70"><code>1558d06</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3726">#3726</a>
from pre-commit/exists-faster</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/8a1c47a2528419e41aadfcf8135926d68f7ffbbb"><code>8a1c47a</code></a>
avoid duplicate files in --all-files during conflict</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/2e01c999b2466ac7e14e1e4a57a04504bd6c1b28"><code>2e01c99</code></a>
faster check of rev existing locally as a commit</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/3613bf27f5500d327de70cd2fa68fa20c8975659"><code>3613bf2</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3701">#3701</a>
from pre-commit/autoupdate-repos</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/1d811d9b0b655fa648001ca479a0b7da9ebd7b8c"><code>1d811d9</code></a>
Return an error for invalid --repo</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/374d354c8be227db651ddd92d9499b87e2ca1ea1"><code>374d354</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3711">#3711</a>
from damonbayer/dmb_JULIA_DEPOT_PATH</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/1e7994fb1fddd31fb1998aa98f84fc43818d9485"><code>1e7994f</code></a>
set JULIA_DEPOT_PATH</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/b2b91195d7618d61d8973fefa4e5e084fc160d8d"><code>b2b9119</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3719">#3719</a>
from pre-commit/npm-unknown-options</li>
<li>Additional commits viewable in <a
href="https://github.com/pre-commit/pre-commit/compare/v4.6.0...v4.6.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5f23a2fd9..f8cb7f9d7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3530,7 +3530,7 @@ wheels = [
 
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-version = "4.6.0"
+version = "4.6.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -3539,9 +3539,9 @@ dependencies = [
     { name = "pyyaml" },
     { name = "virtualenv" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/fb/49/bc925106abcdac498074f2cbe6137e94e09f418dd2b7775df5b577dc0313/pre_commit-4.6.1-py2.py3-none-any.whl", hash = "sha256:0e3b2942510d1fb34eec167a3ec57331bf8442122f1153a9fb8b58f5c49b2717", size = 226186, upload-time = "2026-07-21T20:56:57.064Z" },
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 [[package]]

From 56fd22238c1b820811949c9383f165b6d6ece85d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 19:45:47 +0300
Subject: [PATCH 200/208] chore(deps): bump cryptography from 49.0.0 to 50.0.0
 (#1097)

Bumps [cryptography](https://github.com/pyca/cryptography) from 49.0.0
to 50.0.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's
changelog</a>.</em></p>
<blockquote>
<p>50.0.0 - 2026-07-31</p>
<pre><code>
* **SECURITY ISSUE**:

:func:`~cryptography.hazmat.primitives.serialization.pkcs7.pkcs7_decrypt_der`
and its PEM and S/MIME variants no longer expose distinguishable errors
or
timing when unwrapping a ``RecipientInfo``'s ``encryptedKey``, which
could
act as a Bleichenbacher oracle for callers that decrypt untrusted
messages.
A random key is now substituted on failure, as described in :rfc:`3218`.
  Credit to **@X1AOxiang** for reporting the issue. **CVE-2026-69247**
* Deprecated Diffie-Hellman key exchange over finite fields (FFDH).
  Everything FFDH is deprecated, including the types in
``cryptography.hazmat.primitives.asymmetric.dh`` and loading FFDH keys
or
  parameters with the key loading APIs. Users should migrate to a more
  modern key exchange algorithm.
* Added ``xof()`` class methods to
  :class:`~cryptography.hazmat.primitives.hashes.SHAKE128` and
:class:`~cryptography.hazmat.primitives.hashes.SHAKE256` for
constructing
  algorithm instances configured for use with
  :class:`~cryptography.hazmat.primitives.hashes.XOFHash`.
* The :mod:`X.509 verification &lt;cryptography.x509.verification&gt;`
APIs are now
  considered stable and are subject to our API stability policy.
* Added the :doc:`/cobblestone` recipe, an implementation of the
  Cobblestone-128 and Cobblestone-256 instantiations of the `C2SP
  chunked-encryption specification
&lt;https://c2sp.org/chunked-encryption&gt;`_ for streaming
authenticated
  encryption of large messages.
* Parsing a Signed Certificate Timestamp list now rejects encodings that
carry trailing bytes after the list or after an individual SCT, instead
of
  silently ignoring them.
* Added support for using :class:`~cryptography.x509.Name` as a field
type in
  the :doc:`/hazmat/asn1/index` module.
* Loading a public key or an EC private key now rejects DER where the
``subjectPublicKey`` (or EC ``publicKey``) ``BIT STRING`` declares a
non-zero
  number of unused bits, instead of silently ignoring it.
* Parsing a CRL entry's ``InvalidityDate`` extension now rejects a
``GeneralizedTime`` that carries fractional seconds or another non-DER
form,
matching the strict encoding already required for every other X.509 time
  field.
* :func:`~cryptography.x509.ocsp.load_der_ocsp_request` and
:func:`~cryptography.x509.ocsp.load_der_ocsp_response` now reject a
request
or response whose ``version`` field is not ``v1``, the only version
defined
by RFC 6960, matching the version validation already performed when
loading
  certificates, CSRs and CRLs.
* :class:`~cryptography.hazmat.primitives.hashes.XOFHash` is now
supported
  when building against AWS-LC.
* HMAC (and therefore PBKDF2-HMAC) with SHA-3 hashes is now supported
when
  building against AWS-LC.
* Diffie-Hellman (:doc:`/hazmat/primitives/asymmetric/dh`) is now
supported
  when building against AWS-LC.
&lt;/tr&gt;&lt;/table&gt;
</code></pre>
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyca/cryptography/commit/dcb7050b807b00392fa9fe2eac7cb362fcf355cc"><code>dcb7050</code></a>
Prepare for 50.0.0 release (<a
href="https://redirect.github.com/pyca/cryptography/issues/15372">#15372</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/53fccd93413a8d7f07d6d8999681f27b75cffa3f"><code>53fccd9</code></a>
Don't leak how PKCS#7 encryptedKey decryption failed (<a
href="https://redirect.github.com/pyca/cryptography/issues/15369">#15369</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/d472f978470fbefa521b86d98b2ecccbbb4d1dd8"><code>d472f97</code></a>
Add <code>from __future__ import annotations</code> to all src/ Python
files (<a
href="https://redirect.github.com/pyca/cryptography/issues/15371">#15371</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/908773d53829fb1466c6db364b31321c3cd8eb9a"><code>908773d</code></a>
Bump downstream dependencies in CI (<a
href="https://redirect.github.com/pyca/cryptography/issues/15368">#15368</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/2cc07cc948948211899bcb0cddd1fddf86e95812"><code>2cc07cc</code></a>
Bump BoringSSL, OpenSSL, AWS-LC in CI (<a
href="https://redirect.github.com/pyca/cryptography/issues/15367">#15367</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/c94ede9f040fa44942f7139772603419000acf66"><code>c94ede9</code></a>
chore(deps): bump ruff from 0.16.0 to 0.16.1 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15366">#15366</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/67a8308dc9ea4cce6056e0f1438f903c208c3f35"><code>67a8308</code></a>
chore(deps): bump virtualenv from 21.7.0 to 21.7.1 (<a
href="https://redirect.github.com/pyca/cryptography/issues/15365">#15365</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/95018ffcdbbc510fd92fc872e3a3e80aa6e58596"><code>95018ff</code></a>
Release the GIL in one-shot AEAD encrypt/decrypt (<a
href="https://redirect.github.com/pyca/cryptography/issues/15361">#15361</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/6954733eaf55a0074abf88f06f7242dfca3a5d02"><code>6954733</code></a>
Release the GIL during DH and DSA parameter generation (<a
href="https://redirect.github.com/pyca/cryptography/issues/15364">#15364</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/6893b94c33e948f6240082461424cfb5da2dacc6"><code>6893b94</code></a>
Import _serialization instead of serialization in x509/extensions (<a
href="https://redirect.github.com/pyca/cryptography/issues/15363">#15363</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pyca/cryptography/compare/49.0.0...50.0.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 uv.lock | 220 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 110 insertions(+), 110 deletions(-)

diff --git a/uv.lock b/uv.lock
index f8cb7f9d7..b26ccdaeb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1080,59 +1080,59 @@ wheels = [
 
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+version = "50.0.0"
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+    { name = "imagesize" },
+    { name = "jinja2" },
+    { name = "packaging" },
+    { name = "pygments" },
+    { name = "requests" },
+    { name = "snowballstemmer" },
+    { name = "sphinxcontrib-applehelp" },
+    { name = "sphinxcontrib-devhelp" },
+    { name = "sphinxcontrib-htmlhelp" },
+    { name = "sphinxcontrib-jsmath" },
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-    { name = "sphinxcontrib-serializinghtml", marker = "python_full_version == '3.11.*'" },
+    { name = "alabaster" },
+    { name = "babel" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "docutils", version = "0.22.4", source = { registry = "https://pypi.org/simple" } },
+    { name = "imagesize" },
+    { name = "jinja2" },
+    { name = "packaging" },
+    { name = "pygments" },
+    { name = "requests" },
+    { name = "roman-numerals" },
+    { name = "snowballstemmer" },
+    { name = "sphinxcontrib-applehelp" },
+    { name = "sphinxcontrib-devhelp" },
+    { name = "sphinxcontrib-htmlhelp" },
+    { name = "sphinxcontrib-jsmath" },
+    { name = "sphinxcontrib-qthelp" },
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-    { name = "sphinxcontrib-serializinghtml", marker = "python_full_version >= '3.12'" },
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+    { name = "babel" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "docutils", version = "0.22.4", source = { registry = "https://pypi.org/simple" } },
+    { name = "imagesize" },
+    { name = "jinja2" },
+    { name = "packaging" },
+    { name = "pygments" },
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+    { name = "roman-numerals" },
+    { name = "snowballstemmer" },
+    { name = "sphinxcontrib-applehelp" },
+    { name = "sphinxcontrib-devhelp" },
+    { name = "sphinxcontrib-htmlhelp" },
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From 84e103f5aa0c0ea5fc6cf5707aa4142d79a5508e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Aug 2026 19:46:03 +0300
Subject: [PATCH 201/208] chore(deps): bump pyasn1 from 0.6.3 to 0.6.4 (#1098)

Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.3 to 0.6.4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pyasn1/pyasn1/releases">pyasn1's
releases</a>.</em></p>
<blockquote>
<h2>Release 0.6.4</h2>
<p>This is a security release.</p>
<ul>
<li>CVE-2026-59885 (GHSA-8ppf-4f7h-5ppj): Fixed quadratic time
complexity in the OBJECT IDENTIFIER and RELATIVE-OID decoders. A small
crafted substrate encoding many arcs could consume excessive CPU.</li>
<li>CVE-2026-59884 (GHSA-m4p7-r5rc-7g4j): Limited BER long-form tag IDs
to 20 octets (140 bits). Unbounded tag IDs allowed a crafted substrate
to consume excessive CPU and memory.</li>
<li>CVE-2026-59886 (GHSA-hm4w-wwcw-mr6r): Fixed excessive memory and CPU
consumption in <code>Real.__float__()</code> for values with large
base-10 exponents.</li>
<li>Pinned PyPI publish GitHub Action to an immutable commit.</li>
</ul>
<p>All changes are noted in the <a
href="https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst">CHANGELOG</a>.</p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst">pyasn1's
changelog</a>.</em></p>
<blockquote>
<h2>Revision 0.6.4, released 08-07-2026</h2>
<ul>
<li>CVE-2026-59885 (GHSA-8ppf-4f7h-5ppj): Fixed quadratic time
complexity in the OBJECT IDENTIFIER and RELATIVE-OID decoders.
A small crafted substrate encoding many arcs could consume
excessive CPU. Arcs are now accumulated in linear time; decoded
values are unchanged (thanks for reporting, tynus2)</li>
<li>CVE-2026-59884 (GHSA-m4p7-r5rc-7g4j): Limited BER long-form tag
IDs to 20 octets (140 bits), matching the OID arc limit introduced
in 0.6.2. Unbounded tag IDs allowed a crafted substrate to consume
excessive CPU and memory; longer tag IDs are now rejected with
PyAsn1Error. Also fixed Tag and TagSet repr() failing on huge tag
(thanks for reporting, mikeappsec)
IDs due to the integer-to-string conversion limit (Python 3.11+)</li>
<li>CVE-2026-59886 (GHSA-hm4w-wwcw-mr6r): Fixed excessive memory and
CPU consumption in Real.<strong>float</strong>() for values with large
base-10
exponents. Conversion no longer materializes huge intermediate
integers; values too large to represent as a Python float raise
OverflowError promptly, and prettyPrint() renders them as
'<!-- raw HTML omitted -->' as before. Also fixed base-10 mantissa
normalization
to use exact integer arithmetic; mantissas larger than 2**53
could previously lose precision through float division
(thanks for reporting, gvozdila)</li>
<li>Pinned PyPI publish GitHub Action to an immutable commit
[pr <a
href="https://redirect.github.com/pyasn1/pyasn1/issues/113">#113</a>](<a
href="https://redirect.github.com/pyasn1/pyasn1/pull/113">pyasn1/pyasn1#113</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/72e4803405816c371ed3b2cb4be181c47f038406"><code>72e4803</code></a>
Prepare release 0.6.4</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/0c19eeb853731db1c717ff125ea001a1e558332d"><code>0c19eeb</code></a>
Pin PyPI publish action to immutable commit (<a
href="https://redirect.github.com/pyasn1/pyasn1/issues/113">#113</a>)</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/45bdb19eb7df4b3780fe9c912c63e99bffc39dd9"><code>45bdb19</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/628e36ecbb5277a3f01572ce418ef54271b165a5"><code>628e36e</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/e60c691cb91addb8fcefa2f537e85ede6fb1e886"><code>e60c691</code></a>
Merge commit from fork</li>
<li>See full diff in <a
href="https://github.com/pyasn1/pyasn1/compare/v0.6.3...v0.6.4">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pyasn1&package-manager=uv&previous-version=0.6.3&new-version=0.6.4)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
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---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Roy Moore <roy@moore.co.il>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index b26ccdaeb..efa395f46 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3777,11 +3777,11 @@ wheels = [
 
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+version = "0.6.4"
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+sdist = { url = "https://files.pythonhosted.org/packages/a4/9a/23310166d960def5897e91fe20e5b724601b02a22e84ba1f94232c0b7f67/pyasn1-0.6.4.tar.gz", hash = "sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81", size = 151262, upload-time = "2026-07-09T01:12:33.988Z" }
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+    { url = "https://files.pythonhosted.org/packages/9a/3b/6163796d69c3977d1e4287bea4a6979161cbbdd170ebb430511e8e1999ce/pyasn1-0.6.4-py3-none-any.whl", hash = "sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b", size = 84410, upload-time = "2026-07-09T01:12:32.92Z" },
 ]
 
 [[package]]

From 05e0393f748167313241eeb73e3c81ab30e2ea16 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 16 Aug 2026 00:12:59 +0300
Subject: [PATCH 202/208] chore(deps): bump pymdown-extensions from 10.21.3 to
 11.0.1 (#1101)

Bumps
[pymdown-extensions](https://github.com/facelessuser/pymdown-extensions)
from 10.21.3 to 11.0.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/facelessuser/pymdown-extensions/releases">pymdown-extensions's
releases</a>.</em></p>
<blockquote>
<h2>11.0.1</h2>
<ul>
<li><strong>FIX</strong>: BetterEm: Fix regex pattern
inefficiencies.</li>
<li><strong>FIX</strong>: Tilde: Fix regex pattern inefficiencies.</li>
<li><strong>FIX</strong>: Caret: Fix regex pattern inefficiencies.</li>
<li><strong>FIX</strong>: MagicLink: Fix regex pattern
inefficiencies.</li>
</ul>
<h2>11.0</h2>
<ul>
<li><strong>BREAK</strong>: B64: Restricts relative links to
<code>base_path</code> by default. Can be disabled by setting new
<code>restrict_path</code>
option to <code>False</code>. The new <code>root_path</code> can be
specified if paths are desired to be restricted to a different
location separate <code>base_path</code> which is also used as a
relative base for image paths.</li>
<li><strong>NEW</strong>: Drop Python 3.9 support.</li>
<li><strong>FIX</strong>: Tabbed: Fix issue where an empty title would
cause an exception.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/c68498598d7b13011bb4571350b6e3612a4ce44b"><code>c684985</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/6d0097b85a52468e7cd8eaceaa192ff3348c41e0"><code>6d0097b</code></a>
Update changelog</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/f4808ea6c408662cf5c542809cc07d87004b9b99"><code>f4808ea</code></a>
Bump version and update changelog</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/a290074f72e885cf123cff0f9e6442856c19020b"><code>a290074</code></a>
Update JS doc deps</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/edce35586d11a1ef78bb187bc60497fe6dbf3b64"><code>edce355</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/9fb9643c84c46386d77eef1a18929330620e3111"><code>9fb9643</code></a>
Update Python type deps</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/299a1294f3d500c05d7aee1c318b1836764c773b"><code>299a129</code></a>
Docs: Update JS deps</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/367d965941055f3196121833d84070401ea1ab8f"><code>367d965</code></a>
Drop Python 3.9 (<a
href="https://redirect.github.com/facelessuser/pymdown-extensions/issues/2902">#2902</a>)</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/19ec93690bd3a038c1eddc4fe63850e20daf3bb4"><code>19ec936</code></a>
Fix issue with empty titles and Tabbed (<a
href="https://redirect.github.com/facelessuser/pymdown-extensions/issues/2901">#2901</a>)</li>
<li><a
href="https://github.com/facelessuser/pymdown-extensions/commit/4868783ce224ed61abd9abcafd098015ca3c65a3"><code>4868783</code></a>
Fix npm option</li>
<li>Additional commits viewable in <a
href="https://github.com/facelessuser/pymdown-extensions/compare/10.21.3...11.0.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index efa395f46..a2ce9b85b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4181,15 +4181,15 @@ wheels = [
 
 [[package]]
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+version = "11.0.1"
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 dependencies = [
     { name = "markdown" },
     { name = "pyyaml" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/21/a9/5f0c535ba3b08fe09270c16808e053a968868242ecbd5676d4e3a488bf28/pymdown_extensions-11.0.1.tar.gz", hash = "sha256:dd2905ae6fc5b75582fafb139a1266ffc754705efa902aa50067fa7ff4f94ec0", size = 857113, upload-time = "2026-07-02T17:59:22.955Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7e/85/545a951eecc270fcd688288c600017e2050a1aacb56c711d208586d3e470/pymdown_extensions-10.21.3-py3-none-any.whl", hash = "sha256:d7a5d08014fc571e80ca21dd6f854e31f94c489800350564d55d15b3c41e76b6", size = 269002, upload-time = "2026-05-13T12:57:30.296Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/54/da572c98c0b77626a91b5d3b89f0231d8bff5125c225420908632f8b342d/pymdown_extensions-11.0.1-py3-none-any.whl", hash = "sha256:db3943a62bab7e03af1364f0c4083e64b91fb097675a4b6cceccfbe9a77e5eb2", size = 269455, upload-time = "2026-07-02T17:59:21.271Z" },
 ]
 
 [[package]]

From 4ce685d5d70902d45d2cc4d1e8a8ed5dc54e1933 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 16 Aug 2026 00:13:30 +0300
Subject: [PATCH 203/208] chore(deps): bump msgpack from 1.1.2 to 1.2.1 (#1102)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [msgpack](https://github.com/msgpack/msgpack-python) from 1.1.2 to
1.2.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/msgpack/msgpack-python/releases">msgpack's
releases</a>.</em></p>
<blockquote>
<h2>v1.2.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Bump pypa/cibuildwheel from 4.0.0 to 4.1.0 in the all-dependencies
group by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/694">msgpack/msgpack-python#694</a></li>
<li>release v1.2.1 by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/698">msgpack/msgpack-python#698</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/msgpack/msgpack-python/compare/v1.2.0...v1.2.1">https://github.com/msgpack/msgpack-python/compare/v1.2.0...v1.2.1</a></p>
<h2>v1.2.0</h2>
<h2>What's Changed</h2>
<ul>
<li>relax setuptools version by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/652">msgpack/msgpack-python#652</a></li>
<li>update setuptools requirements to &gt;=78.1.1 by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/653">msgpack/msgpack-python#653</a></li>
<li>cython: freethreading_compatible by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/654">msgpack/msgpack-python#654</a></li>
<li>drop Python 3.9 by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/656">msgpack/msgpack-python#656</a></li>
<li>update cython and cibuildwheel by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/658">msgpack/msgpack-python#658</a></li>
<li>ci: add riscv64 manylinux/musllinux wheels by <a
href="https://github.com/justeph"><code>@​justeph</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/664">msgpack/msgpack-python#664</a></li>
<li>fix: check <code>unpack_callback_uint32</code> result by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/666">msgpack/msgpack-python#666</a></li>
<li>fix: re-raise existing exception when available by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/667">msgpack/msgpack-python#667</a></li>
<li>fix: check return code in <code>unpack_callback_int64</code> by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/665">msgpack/msgpack-python#665</a></li>
<li>Fixed README example by <a
href="https://github.com/vallsv"><code>@​vallsv</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/668">msgpack/msgpack-python#668</a></li>
<li>Bump the all-dependencies group with 6 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/669">msgpack/msgpack-python#669</a></li>
<li>ci: use ubuntu-slim for lint by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/670">msgpack/msgpack-python#670</a></li>
<li>fix: enforce <code>strict_map_key</code> with
<code>object_pairs_hook</code> by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/673">msgpack/msgpack-python#673</a></li>
<li>Raise DEFAULT_RECURSE_LIMIT from 511 to 1024 by <a
href="https://github.com/Copilot"><code>@​Copilot</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/676">msgpack/msgpack-python#676</a></li>
<li>fix: properly handle return codes in <code>pack_timestamp</code> by
<a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/672">msgpack/msgpack-python#672</a></li>
<li>fix: avoid memory leak when decoding invalid nested arrays by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/671">msgpack/msgpack-python#671</a></li>
<li>Add missing autoreset in Packer.pack_ext_type by <a
href="https://github.com/bysiber"><code>@​bysiber</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/663">msgpack/msgpack-python#663</a></li>
<li>Add no-GIL interpreter support by <a
href="https://github.com/clin1234"><code>@​clin1234</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/641">msgpack/msgpack-python#641</a></li>
<li>skip recursion limit test on free-threaded CPython builds by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/679">msgpack/msgpack-python#679</a></li>
<li>Fix Timestamp.from_datetime returning wrong value for pre-epoch
datetimes by <a
href="https://github.com/bysiber"><code>@​bysiber</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/662">msgpack/msgpack-python#662</a></li>
<li>Add 3.15 to CI by <a
href="https://github.com/clin1234"><code>@​clin1234</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/678">msgpack/msgpack-python#678</a></li>
<li>fix: use-after-free in <code>get_data_from_buffer</code> by <a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/677">msgpack/msgpack-python#677</a></li>
<li>change changelog format to markdown by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/680">msgpack/msgpack-python#680</a></li>
<li>Bump the all-dependencies group with 2 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/684">msgpack/msgpack-python#684</a></li>
<li>Bump sys.setrecursionlimit within test_nest_limit_1024 by <a
href="https://github.com/clin1234"><code>@​clin1234</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/682">msgpack/msgpack-python#682</a></li>
<li>Guard <code>Packer</code> buffer protocol hooks with Cython critical
sections by <a
href="https://github.com/Copilot"><code>@​Copilot</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/686">msgpack/msgpack-python#686</a></li>
<li>Harden <code>Unpacker.__init__</code> re-entry cleanup to prevent
buffer/context leaks by <a
href="https://github.com/Copilot"><code>@​Copilot</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/687">msgpack/msgpack-python#687</a></li>
<li>release v1.2.0rc1 by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/681">msgpack/msgpack-python#681</a></li>
<li>Wheels CI hangs for MacOS Intel by <a
href="https://github.com/crusaderky"><code>@​crusaderky</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/689">msgpack/msgpack-python#689</a></li>
<li>Bump pypa/cibuildwheel from 3.4.1 to 4.0.0 in the all-dependencies
group by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/691">msgpack/msgpack-python#691</a></li>
<li>release v1.2.0 by <a
href="https://github.com/methane"><code>@​methane</code></a> in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/692">msgpack/msgpack-python#692</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/justeph"><code>@​justeph</code></a> made
their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/664">msgpack/msgpack-python#664</a></li>
<li><a
href="https://github.com/KowalskiThomas"><code>@​KowalskiThomas</code></a>
made their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/666">msgpack/msgpack-python#666</a></li>
<li><a href="https://github.com/vallsv"><code>@​vallsv</code></a> made
their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/668">msgpack/msgpack-python#668</a></li>
<li><a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
made their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/669">msgpack/msgpack-python#669</a></li>
<li><a href="https://github.com/Copilot"><code>@​Copilot</code></a> made
their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/676">msgpack/msgpack-python#676</a></li>
<li><a href="https://github.com/bysiber"><code>@​bysiber</code></a> made
their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/663">msgpack/msgpack-python#663</a></li>
<li><a href="https://github.com/clin1234"><code>@​clin1234</code></a>
made their first contribution in <a
href="https://redirect.github.com/msgpack/msgpack-python/pull/641">msgpack/msgpack-python#641</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/msgpack/msgpack-python/blob/main/CHANGELOG.md">msgpack's
changelog</a>.</em></p>
<blockquote>
<h1>1.2.1</h1>
<p>Release Date: 2026-06-19</p>
<p>Fix a segfault when calling <code>Unpacker.unpack()</code> or
<code>Unpacker.skip()</code> after an unpacking failure.
But note that reusing the same <code>Unpacker</code> instance after an
unpacking failure is not supported.
Please create a new <code>Unpacker</code> instance instead.
GHSA-6v7p-g79w-8964</p>
<h1>1.2.0</h1>
<p>Release Date: 2026-06-11</p>
<ul>
<li>Support free threaded Python. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/654">#654</a>,
<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/686">#686</a></li>
<li>Dropped support for Python 3.9. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/656">#656</a></li>
<li>Fix missing error checks in C code. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/665">#665</a>,
<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/666">#666</a>,
<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/667">#667</a>,
<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/672">#672</a></li>
<li>Fix <code>strict_map_key</code> option didn't work for
<code>object_pairs_hook</code>. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/673">#673</a></li>
<li>Increase DEFAULT_RECURSE_LIMIT of Unpacker to 1024. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/676">#676</a></li>
<li>Fix memory leak when Unpacker returns error for invalid input. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/671">#671</a></li>
<li>Fix <code>Packer.pack_ext_type()</code> ignored
<code>autoreset</code> option. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/663">#663</a></li>
<li>Fix <code>Timestamp.from_datetime()</code> returning wrong value for
pre-epoch datetimes. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/662">#662</a></li>
<li>Fix use-after-free in <code>unpackb()</code> and
<code>Unpacker.unpack()</code> for non-contiguous input. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/677">#677</a></li>
<li>Fix possible memory leak when calling
<code>Unpacker.__init__()</code> several times. <a
href="https://redirect.github.com/msgpack/msgpack-python/issues/687">#687</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/448d43f5dcca7b3a2b0810e161af0a6431d90071"><code>448d43f</code></a>
release v1.2.1 (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/698">#698</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/2c56ddb5d0025ed481d962c0f5d62d19dec7476d"><code>2c56ddb</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/0f4f350b6f3e80f24750422673424cce5d96e15d"><code>0f4f350</code></a>
Bump pypa/cibuildwheel from 4.0.0 to 4.1.0 in the all-dependencies group
(<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/694">#694</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/11ed0a5110c1920b85b7d24d9414f480983e0f16"><code>11ed0a5</code></a>
release v1.2.0 (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/692">#692</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/c410a388c58d55091736e510cad064977a12cb8b"><code>c410a38</code></a>
Bump pypa/cibuildwheel from 3.4.1 to 4.0.0 (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/691">#691</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/97ba6ca0d29c1e8a5b30112f13f37a4d6b3c4492"><code>97ba6ca</code></a>
skip ci: remove unneeded CIBW_SKIP option</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/cdde1b0d6336caff4e82310c3c7d2b4c73f22d59"><code>cdde1b0</code></a>
Wheels CI hangs for MacOS Intel (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/689">#689</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/5eb57e15455f5dd25001e97a7ef1170911dee104"><code>5eb57e1</code></a>
release v1.2.0rc1 (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/681">#681</a>)</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/77395c19a50061238306df5ea10e67c5312ceff0"><code>77395c1</code></a>
Harden <code>Unpacker.__init__</code> re-entry cleanup to prevent
buffer/context leaks (...</li>
<li><a
href="https://github.com/msgpack/msgpack-python/commit/7df7136e20933fd3a498bd58bff7975a24790516"><code>7df7136</code></a>
Guard <code>Packer</code> buffer protocol hooks with Cython critical
sections (<a
href="https://redirect.github.com/msgpack/msgpack-python/issues/686">#686</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/msgpack/msgpack-python/compare/v1.1.2...v1.2.1">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
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---
 uv.lock | 126 +++++++++++++++++++++++++++++++-------------------------
 1 file changed, 69 insertions(+), 57 deletions(-)

diff --git a/uv.lock b/uv.lock
index a2ce9b85b..32d237448 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2506,63 +2506,75 @@ wheels = [
 
 [[package]]
 name = "msgpack"
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 ]
 
 [[package]]

From ad32c78fa8f7babfb267cb8d176a6e5c9b923f95 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 16 Aug 2026 00:14:01 +0300
Subject: [PATCH 204/208] chore(deps): bump aiohttp from 3.14.0 to 3.14.3
 (#1103)

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.14.0 to
3.14.3.

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---
 uv.lock | 242 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 121 insertions(+), 121 deletions(-)

diff --git a/uv.lock b/uv.lock
index 32d237448..69c6f1fb3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -40,7 +40,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.14.0"
+version = "3.14.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -53,126 +53,126 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
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 [[package]]

From c958e40ca25b77c75d9fabbd8eb05736dded5790 Mon Sep 17 00:00:00 2001
From: Roy Moore <roy@moore.co.il>
Date: Sun, 16 Aug 2026 20:28:57 +0300
Subject: [PATCH 205/208] fix(build): upgrade twine to >=7.0.0 to support
 Metadata-Version 2.5 (#1100)

## Problem
The `Run twine check` CI step fails on all PRs (e.g. run
[31887608422](https://github.com/testcontainers/testcontainers-python/actions/runs/31887608422/job/95019090461?pr=1090)
on #1090) with:

```
Checking dist/testcontainers-4.15.0-py3-none-any.whl: ERROR InvalidDistribution: Invalid distribution metadata: '2.5' is not a valid metadata version
```

Root cause and original tracking issue: #1096.

## Fix
`hatchling` emits `Metadata-Version: 2.5` in built wheel/sdist metadata.
Rather than pinning `hatchling` back to an older version (as done in
#1095), this upgrades `twine` to `>=7.0.0`, which officially added
support for Metadata-Version 2.5, fixing the root cause instead of
working around it.

Supersedes #1095 as the preferred fix.

## Verification
Ran locally:
```
uv build && uv run twine check dist/*
```
Wheel METADATA shows `Metadata-Version: 2.5` (hatchling unpinned), and
both wheel and sdist pass `twine check` (`PASSED`).
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a06d5011c..67ad180a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -134,7 +134,7 @@ test = [
   "sqlalchemy-cockroachdb>=2",
   "sqlalchemy-cratedb",
   "paramiko>=4",
-  "twine>=6.2.0",
+  "twine>=7.0.0",
   "anyio>=4",
   "tomli>=2.0; python_version < '3.11'", # required for pyproject.toml tests, TODO: remove once we drop py3.10 support
   "pytest-xdist>=3.8.0",
diff --git a/uv.lock b/uv.lock
index 69c6f1fb3..3ad0e8d5b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5745,7 +5745,7 @@ dev = [
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
-    { name = "twine", specifier = ">=6.2.0" },
+    { name = "twine", specifier = ">=7.0.0" },
     { name = "types-docker", specifier = ">=7.1.0.20260518" },
     { name = "types-paramiko", specifier = ">=4" },
 ]
@@ -5786,7 +5786,7 @@ test = [
     { name = "sqlalchemy-cockroachdb", specifier = ">=2" },
     { name = "sqlalchemy-cratedb" },
     { name = "tomli", marker = "python_full_version < '3.11'", specifier = ">=2.0" },
-    { name = "twine", specifier = ">=6.2.0" },
+    { name = "twine", specifier = ">=7.0.0" },
 ]
 
 [[package]]
@@ -5896,7 +5896,7 @@ wheels = [
 
 [[package]]
 name = "twine"
-version = "6.2.0"
+version = "7.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "id" },
@@ -5909,9 +5909,9 @@ dependencies = [
     { name = "rich" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e0/a8/949edebe3a82774c1ec34f637f5dd82d1cf22c25e963b7d63771083bbee5/twine-6.2.0.tar.gz", hash = "sha256:e5ed0d2fd70c9959770dce51c8f39c8945c574e18173a7b81802dab51b4b75cf", size = 172262, upload-time = "2025-09-04T15:43:17.255Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/92/3c/58f808a359700f39a967dffede33efeac809262c03303fa3eec6afff8f49/twine-7.0.0.tar.gz", hash = "sha256:85cdb29c518efef867360ae4acd4b0dfd61c8654a22fca08e6f8539f05022177", size = 215032, upload-time = "2026-07-27T15:59:00.825Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3a/7a/882d99539b19b1490cac5d77c67338d126e4122c8276bf640e411650c830/twine-6.2.0-py3-none-any.whl", hash = "sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8", size = 42727, upload-time = "2025-09-04T15:43:15.994Z" },
+    { url = "https://files.pythonhosted.org/packages/96/08/ddcdc06225eaad6de0e48e1002b06d919dbde20582d0662c7af51308e5d6/twine-7.0.0-py3-none-any.whl", hash = "sha256:b854164df26db268af05f49aa5c0344b10e27a494343ff05b1e0bad3b135f5a7", size = 43204, upload-time = "2026-07-27T15:58:59.26Z" },
 ]
 
 [[package]]

From 16ba92e5c90f5a9d4e56ac6e65921593a6eccfe7 Mon Sep 17 00:00:00 2001
From: JonnasFigueiredo <125215987+JonnasFigueiredo@users.noreply.github.com>
Date: Wed, 26 Aug 2026 00:34:01 -0300
Subject: [PATCH 206/208] fix(toxiproxy): add Toxiproxy container module
 (#1105)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

# New Container

Fixes #1104

Adds a `ToxiproxyContainer` (`testcontainers.community.toxiproxy`) that
wraps [Toxiproxy](https://github.com/Shopify/toxiproxy) for simulating
adverse network conditions — latency, bandwidth limits, connection drops
and more — in integration tests. Toxiproxy modules already exist for
testcontainers [Java](https://testcontainers.com/modules/toxiproxy/), Go
and .NET; this brings the same to Python.

## What it does

- `ToxiproxyContainer` exposes the HTTP control API (8474) and a range
of proxy ports, and waits on the control API before it's ready.
- `create_proxy(name, upstream)` routes traffic to an upstream (e.g.
`"nginx:80"` of a container that shares a network) and returns a
`ToxiproxyProxy` whose `host`/`proxy_port` you connect through.
- `ToxiproxyProxy.add_toxic(...)` injects toxics via the control API.
- **No extra runtime dependencies** — the control API is called over
`urllib`.

## Usage

```python
with Network() as network:
    nginx = NginxContainer("nginx:alpine").with_network(network).with_network_aliases("nginx")
    toxiproxy = ToxiproxyContainer().with_network(network)
    with nginx, toxiproxy:
        proxy = toxiproxy.create_proxy("nginx", "nginx:80")
        proxy.add_toxic("latency", {"latency": 1000})  # 1s downstream latency
```

The included integration test starts nginx behind Toxiproxy, verifies
traffic flows through the proxy, then injects a latency toxic and
asserts the response is delayed.

# PR Checklist

- [x] Your PR title follows the [Conventional
Commits](https://www.conventionalcommits.org/en/v1.0.0/) syntax — uses
`fix(toxiproxy):` as recommended for community modules.
- [x] Your PR allows maintainers to edit your branch.
- [x] The new container is implemented under
`src/testcontainers/community/toxiproxy/`
  - [x] Namespacing follows `testcontainers.community.toxiproxy.*`.
  - [x] Tests under `tests/community/toxiproxy/`.
- [x] `docs/community/toxiproxy.rst` with the `.. autoclass` and `..
title` directives.
- [x] Feature implemented in `__init__.py` with corresponding tests.
Docs page + example added under `docs/modules/` and the nav entry in
`mkdocs.yml`.
- [x] Added in `pyproject.toml` under `project.optional-dependencies` as
`toxiproxy = []` (no extra dependencies).
- [x] Branch is up-to-date.

---------

Co-authored-by: Dave Ankin <alexanderankin@gmail.com>
---
 docs/community/toxiproxy.rst                  |   2 +
 docs/modules/toxiproxy.md                     |  26 ++++
 docs/modules/toxiproxy_example.py             |  31 ++++
 mkdocs.yml                                    |   1 +
 pyproject.toml                                |   1 +
 .../community/toxiproxy/__init__.py           | 137 ++++++++++++++++++
 tests/community/toxiproxy/test_toxiproxy.py   |  41 ++++++
 uv.lock                                       |   2 +-
 8 files changed, 240 insertions(+), 1 deletion(-)
 create mode 100644 docs/community/toxiproxy.rst
 create mode 100644 docs/modules/toxiproxy.md
 create mode 100644 docs/modules/toxiproxy_example.py
 create mode 100644 src/testcontainers/community/toxiproxy/__init__.py
 create mode 100644 tests/community/toxiproxy/test_toxiproxy.py

diff --git a/docs/community/toxiproxy.rst b/docs/community/toxiproxy.rst
new file mode 100644
index 000000000..1399a516f
--- /dev/null
+++ b/docs/community/toxiproxy.rst
@@ -0,0 +1,2 @@
+.. autoclass:: testcontainers.community.toxiproxy.ToxiproxyContainer
+.. title:: testcontainers.community.toxiproxy.ToxiproxyContainer
diff --git a/docs/modules/toxiproxy.md b/docs/modules/toxiproxy.md
new file mode 100644
index 000000000..4354f667d
--- /dev/null
+++ b/docs/modules/toxiproxy.md
@@ -0,0 +1,26 @@
+# Toxiproxy
+
+Since testcontainers-python <a href="https://github.com/testcontainers/testcontainers-python/releases/tag/v4.16.0"><span class="tc-version">:material-tag: v4.16.0</span></a>
+
+## Introduction
+
+The Testcontainers module for [Toxiproxy](https://github.com/Shopify/toxiproxy), a TCP proxy for
+simulating adverse network conditions. Put Toxiproxy in front of a dependency and inject latency,
+bandwidth limits, connection drops and other failures to test how your application behaves when its
+dependencies misbehave.
+
+## Adding this module to your project dependencies
+
+Please run the following command to add the Toxiproxy module to your python dependencies:
+
+```bash
+pip install testcontainers[toxiproxy]
+```
+
+## Usage example
+
+<!--codeinclude-->
+
+[Injecting latency with Toxiproxy](toxiproxy_example.py)
+
+<!--/codeinclude-->
diff --git a/docs/modules/toxiproxy_example.py b/docs/modules/toxiproxy_example.py
new file mode 100644
index 000000000..3890d2daf
--- /dev/null
+++ b/docs/modules/toxiproxy_example.py
@@ -0,0 +1,31 @@
+import time
+
+import requests
+
+from testcontainers.community.nginx import NginxContainer
+from testcontainers.community.toxiproxy import ToxiproxyContainer
+from testcontainers.core.network import Network
+
+
+def latency_example():
+    with Network() as network:
+        # An upstream service and Toxiproxy share a network so Toxiproxy can reach it.
+        nginx = NginxContainer("nginx:alpine").with_network(network).with_network_aliases("nginx")
+        toxiproxy = ToxiproxyContainer().with_network(network)
+        with nginx, toxiproxy:
+            # Route traffic to the upstream "nginx:80" through Toxiproxy.
+            proxy = toxiproxy.create_proxy("nginx", "nginx:80")
+            url = f"http://{proxy.host}:{proxy.proxy_port}/"
+
+            print(f"Status without toxics: {requests.get(url).status_code}")
+
+            # Inject 1 second of downstream latency.
+            proxy.add_toxic("latency", {"latency": 1000})
+
+            start = time.monotonic()
+            requests.get(url)
+            print(f"Request took {time.monotonic() - start:.2f}s with the latency toxic")
+
+
+if __name__ == "__main__":
+    latency_example()
diff --git a/mkdocs.yml b/mkdocs.yml
index d918b4238..761670cd2 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -96,6 +96,7 @@ nav:
       - modules/selenium.md
       - modules/sftp.md
       - modules/test_module_import.md
+      - modules/toxiproxy.md
       - modules/vault.md
   - System Requirements:
       - system_requirements/index.md
diff --git a/pyproject.toml b/pyproject.toml
index 67ad180a8..4ba4209ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -105,6 +105,7 @@ registry = ["bcrypt>=5"]
 selenium = ["selenium>=4"]
 scylla = ["cassandra-driver>=3; python_version < '3.14'"]
 sftp = ["cryptography"]
+toxiproxy = []
 valkey = []
 vault = []
 weaviate = ["weaviate-client>=4"]
diff --git a/src/testcontainers/community/toxiproxy/__init__.py b/src/testcontainers/community/toxiproxy/__init__.py
new file mode 100644
index 000000000..8253bbb6d
--- /dev/null
+++ b/src/testcontainers/community/toxiproxy/__init__.py
@@ -0,0 +1,137 @@
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+import json
+from typing import Any, Optional
+from urllib.request import Request, urlopen
+
+from typing_extensions import Self
+
+from testcontainers.core.container import DockerContainer
+from testcontainers.core.wait_strategies import HttpWaitStrategy
+
+
+def _control_request(url: str, method: str = "GET", body: Optional[dict[str, Any]] = None) -> dict[str, Any]:
+    data = json.dumps(body).encode() if body is not None else None
+    request = Request(url, data=data, method=method, headers={"Content-Type": "application/json"})
+    with urlopen(request, timeout=5) as response:
+        raw = response.read().decode()
+    return json.loads(raw) if raw else {}
+
+
+class ToxiproxyProxy:
+    """A proxy created on a running :class:`ToxiproxyContainer`.
+
+    Connect to the upstream *through* the proxy using :attr:`host` and
+    :attr:`proxy_port`, then inject failures with :meth:`add_toxic`.
+    """
+
+    def __init__(self, name: str, host: str, proxy_port: int, control_url: str) -> None:
+        self.name = name
+        self.host = host
+        self.proxy_port = proxy_port
+        self._control_url = control_url
+
+    def add_toxic(
+        self,
+        toxic_type: str,
+        attributes: dict[str, Any],
+        stream: str = "downstream",
+        toxicity: float = 1.0,
+        name: Optional[str] = None,
+    ) -> dict[str, Any]:
+        """Add a toxic (e.g. ``latency``, ``bandwidth``, ``timeout``) to the proxy.
+
+        See https://github.com/Shopify/toxiproxy#toxics for the available types
+        and their attributes.
+        """
+        payload = {
+            "name": name or f"{self.name}_{toxic_type}_{stream}",
+            "type": toxic_type,
+            "stream": stream,
+            "toxicity": toxicity,
+            "attributes": attributes,
+        }
+        return _control_request(f"{self._control_url}/proxies/{self.name}/toxics", "POST", payload)
+
+
+class ToxiproxyContainer(DockerContainer):
+    """Toxiproxy TCP proxy for simulating adverse network conditions in tests.
+
+    Toxiproxy sits in front of another service and lets tests inject latency,
+    bandwidth limits, connection drops and other failures to verify resilience.
+    See https://github.com/Shopify/toxiproxy.
+
+    Example:
+
+    .. doctest::
+
+        >>> from testcontainers.core.network import Network
+        >>> from testcontainers.community.nginx import NginxContainer
+        >>> from testcontainers.community.toxiproxy import ToxiproxyContainer
+
+        >>> with Network() as network:
+        ...     nginx = NginxContainer("nginx:alpine").with_network(network).with_network_aliases("nginx")
+        ...     toxiproxy = ToxiproxyContainer().with_network(network)
+        ...     with nginx, toxiproxy:
+        ...         proxy = toxiproxy.create_proxy("nginx", "nginx:80")
+        ...         _ = proxy.add_toxic("latency", {"latency": 1000})
+    """
+
+    CONTROL_PORT = 8474
+    FIRST_PROXY_PORT = 8666
+    LAST_PROXY_PORT = 8697
+
+    def __init__(self, image: str = "ghcr.io/shopify/toxiproxy:2.11.0", **kwargs: object) -> None:
+        super().__init__(image, **kwargs)
+        proxy_ports = range(self.FIRST_PROXY_PORT, self.LAST_PROXY_PORT + 1)
+        self.with_exposed_ports(self.CONTROL_PORT, *proxy_ports)
+        self.waiting_for(HttpWaitStrategy(self.CONTROL_PORT, "/version"))
+        self._next_proxy_port = self.FIRST_PROXY_PORT
+
+    def get_control_port(self) -> int:
+        """Host port mapped to the Toxiproxy HTTP control API."""
+        return self.get_exposed_port(self.CONTROL_PORT)
+
+    def get_control_url(self) -> str:
+        """Base URL of the Toxiproxy HTTP control API, reachable from the host."""
+        return f"http://{self.get_container_host_ip()}:{self.get_control_port()}"
+
+    def create_proxy(self, name: str, upstream: str) -> ToxiproxyProxy:
+        """Create a proxy in front of ``upstream``.
+
+        ``upstream`` must be reachable from the Toxiproxy container itself, e.g.
+        ``"host:port"`` of another container that shares a network (via
+        :meth:`~testcontainers.core.container.DockerContainer.with_network_aliases`).
+        Returns a :class:`ToxiproxyProxy` whose ``host``/``proxy_port`` you
+        connect through instead of talking to the upstream directly.
+        """
+        if self._next_proxy_port > self.LAST_PROXY_PORT:
+            max_proxies = self.LAST_PROXY_PORT - self.FIRST_PROXY_PORT + 1
+            raise RuntimeError(f"No free proxy ports left (at most {max_proxies} proxies are supported).")
+        listen_port = self._next_proxy_port
+        self._next_proxy_port += 1
+        _control_request(
+            f"{self.get_control_url()}/proxies",
+            "POST",
+            {"name": name, "listen": f"0.0.0.0:{listen_port}", "upstream": upstream, "enabled": True},
+        )
+        return ToxiproxyProxy(
+            name=name,
+            host=self.get_container_host_ip(),
+            proxy_port=self.get_exposed_port(listen_port),
+            control_url=self.get_control_url(),
+        )
+
+    def start(self) -> Self:
+        super().start()
+        return self
diff --git a/tests/community/toxiproxy/test_toxiproxy.py b/tests/community/toxiproxy/test_toxiproxy.py
new file mode 100644
index 000000000..5c006bcac
--- /dev/null
+++ b/tests/community/toxiproxy/test_toxiproxy.py
@@ -0,0 +1,41 @@
+import time
+
+import requests
+
+from testcontainers.community.nginx import NginxContainer
+from testcontainers.community.toxiproxy import ToxiproxyContainer
+from testcontainers.core.network import Network
+
+
+def test_toxiproxy_proxies_traffic_and_injects_latency():
+    with Network() as network:
+        nginx = NginxContainer("nginx:alpine").with_network(network).with_network_aliases("nginx")
+        toxiproxy = ToxiproxyContainer().with_network(network)
+        with nginx, toxiproxy:
+            proxy = toxiproxy.create_proxy("nginx", "nginx:80")
+            url = f"http://{proxy.host}:{proxy.proxy_port}/"
+
+            # Traffic flows through the proxy to the upstream nginx.
+            response = requests.get(url, timeout=10)
+            assert response.status_code == 200
+            assert "nginx" in response.text.lower()
+
+            # Injecting 1s of downstream latency slows the response down.
+            proxy.add_toxic("latency", {"latency": 1000})
+            start = time.monotonic()
+            assert requests.get(url, timeout=10).status_code == 200
+            assert time.monotonic() - start >= 1.0
+
+
+def test_create_proxy_runs_out_of_ports():
+    toxiproxy = ToxiproxyContainer()
+    with toxiproxy:
+        # Exhaust the available proxy port range without a real upstream; the
+        # control API happily registers proxies pointing at an unused address.
+        for i in range(ToxiproxyContainer.FIRST_PROXY_PORT, ToxiproxyContainer.LAST_PROXY_PORT + 1):
+            toxiproxy.create_proxy(f"p{i}", "example:1234")
+        try:
+            toxiproxy.create_proxy("one-too-many", "example:1234")
+            raise AssertionError("expected RuntimeError when out of proxy ports")
+        except RuntimeError:
+            pass
diff --git a/uv.lock b/uv.lock
index 3ad0e8d5b..e6c8190a5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5711,7 +5711,7 @@ requires-dist = [
     { name = "weaviate-client", marker = "extra == 'weaviate'", specifier = ">=4" },
     { name = "wrapt" },
 ]
-provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "cratedb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "valkey", "vault", "weaviate", "chroma", "trino"]
+provides-extras = ["arangodb", "aws", "azurite", "cassandra", "clickhouse", "cosmosdb", "cockroachdb", "cratedb", "db2", "elasticsearch", "generic", "test-module-import", "google", "influxdb", "k3s", "kafka", "keycloak", "localstack", "mailpit", "memcached", "minio", "milvus", "mongodb", "mqtt", "mssql", "mysql", "nats", "neo4j", "nginx", "openfga", "opensearch", "ollama", "oracle", "oracle-free", "postgres", "qdrant", "rabbitmq", "redis", "registry", "selenium", "scylla", "sftp", "toxiproxy", "valkey", "vault", "weaviate", "chroma", "trino"]
 
 [package.metadata.requires-dev]
 dev = [

From 1a2804e04fceab3b1734357fd98a4d5ad3603464 Mon Sep 17 00:00:00 2001
From: David Liu <david-khala@hotmail.com>
Date: Wed, 26 Aug 2026 11:55:56 +0800
Subject: [PATCH 207/208] feat(mssql):Add new SQL Server version to test
 parameters (#1079)

align with updated README in
https://hub.docker.com/r/microsoft/mssql-server

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 tests/community/mssql/test_mssql.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/community/mssql/test_mssql.py b/tests/community/mssql/test_mssql.py
index 2ffd9b2b2..8afdd7f4d 100644
--- a/tests/community/mssql/test_mssql.py
+++ b/tests/community/mssql/test_mssql.py
@@ -8,7 +8,7 @@
 
 
 @pytest.mark.skipif(is_arm(), reason="mssql container not available for ARM")
-@pytest.mark.parametrize("version", ["2022-CU12-ubuntu-22.04", "2019-CU25-ubuntu-20.04"])
+@pytest.mark.parametrize("version", ["2022-CU12-ubuntu-22.04", "2019-CU25-ubuntu-20.04", "2025-latest"])
 def test_docker_run_mssql(version: str):
     with SqlServerContainer(f"mcr.microsoft.com/mssql/server:{version}", password="1Secure*Password2") as mssql:
         engine = sqlalchemy.create_engine(mssql.get_connection_url())

From 5c70d540e0df919e2de77ce8cc75b5c50cd772e7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C4=90inh=20Tr=E1=BB=8Dng=20Huy?=
 <77562200+huydt84@users.noreply.github.com>
Date: Wed, 26 Aug 2026 12:56:27 +0900
Subject: [PATCH 208/208] feat: support MongoDB replica set (#1092)

Issue:
https://github.com/testcontainers/testcontainers-python/issues/640

Co-authored-by: David Ankin <daveankin@gmail.com>
---
 docs/community/mongodb.rst                    |   1 +
 docs/modules/mongodb_example.py               |  42 +++-
 .../community/mongodb/__init__.py             | 222 +++++++++++++++++-
 tests/community/mongodb/test_mongodb.py       |  77 +++++-
 4 files changed, 339 insertions(+), 3 deletions(-)

diff --git a/docs/community/mongodb.rst b/docs/community/mongodb.rst
index 40afcc0db..91c84ef80 100644
--- a/docs/community/mongodb.rst
+++ b/docs/community/mongodb.rst
@@ -1,3 +1,4 @@
 .. autoclass:: testcontainers.community.mongodb.MongoDbContainer
+.. autoclass:: testcontainers.community.mongodb.MongoDbReplicaSetContainer
 .. autoclass:: testcontainers.community.mongodb.MongoDBAtlasLocalContainer
 .. title:: testcontainers.community.mongodb.MongoDbContainer
diff --git a/docs/modules/mongodb_example.py b/docs/modules/mongodb_example.py
index 0ecfe89c0..ba6216807 100644
--- a/docs/modules/mongodb_example.py
+++ b/docs/modules/mongodb_example.py
@@ -3,7 +3,7 @@
 
 from pymongo import MongoClient
 
-from testcontainers.community.mongodb import MongoDbContainer
+from testcontainers.community.mongodb import MongoDbContainer, MongoDbReplicaSetContainer
 
 
 def basic_example():
@@ -81,5 +81,45 @@ def basic_example():
         print(json.dumps(stats, default=str, indent=2))
 
 
+def replica_set_example():
+    with MongoDbReplicaSetContainer() as mongodb:
+        client = mongodb.get_connection_client()
+        db = client.test_db
+
+        print("\nConnected to MongoDB replica set")
+        print(json.dumps(client.admin.command("hello"), default=str, indent=2))
+
+        # Run a multi-document transaction
+        accounts = db.accounts
+        with client.start_session() as session, session.start_transaction():
+            accounts.insert_one({"name": "checking", "balance": 100}, session=session)
+            accounts.update_one(
+                {"name": "checking"},
+                {"$inc": {"balance": -25}},
+                session=session,
+            )
+
+        print("\nTransaction result:")
+        print(json.dumps(accounts.find_one({"name": "checking"}), default=str, indent=2))
+
+        # Observe an insert through a change stream
+        events = db.events
+        with events.watch([{"$match": {"operationType": "insert"}}]) as changes:
+            events.insert_one({"kind": "created", "value": 42})
+            change = next(changes)
+
+        print("\nChange stream event:")
+        print(json.dumps(change, default=str, indent=2))
+
+
+def unauthenticated_replica_set_example():
+    with MongoDbReplicaSetContainer(auth_enabled=False) as mongodb:
+        client = mongodb.get_connection_client()
+        print("\nConnected to MongoDB replica set without authentication")
+        print(json.dumps(client.admin.command("hello"), default=str, indent=2))
+
+
 if __name__ == "__main__":
     basic_example()
+    replica_set_example()
+    unauthenticated_replica_set_example()
diff --git a/src/testcontainers/community/mongodb/__init__.py b/src/testcontainers/community/mongodb/__init__.py
index 53eda1971..2ede8e8f8 100644
--- a/src/testcontainers/community/mongodb/__init__.py
+++ b/src/testcontainers/community/mongodb/__init__.py
@@ -10,16 +10,39 @@
 #    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 #    License for the specific language governing permissions and limitations
 #    under the License.
+import base64
 import os
 import re
-from typing import Optional
+import shlex
+import time
+from typing import Any, Optional
+from urllib.parse import urlencode
 
 from pymongo import MongoClient
+from pymongo.errors import OperationFailure, PyMongoError
+from typing_extensions import Self
 
+from testcontainers.core.config import testcontainers_config
+from testcontainers.core.exceptions import ContainerStartException
 from testcontainers.core.generic import DbContainer
 from testcontainers.core.utils import raise_for_deprecated_parameter
 from testcontainers.core.wait_strategies import HealthcheckWaitStrategy, LogMessageWaitStrategy
 
+_REPLICA_SET_KEYFILE_PATH = "/tmp/testcontainers-mongodb-keyfile"
+_REPLICA_SET_ENTRYPOINT_PATH = "/tmp/testcontainers-mongodb-entrypoint.sh"
+_REPLICA_SET_ENTRYPOINT = f"""#!/bin/bash
+set -Eeuo pipefail
+chown mongodb:mongodb {_REPLICA_SET_KEYFILE_PATH}
+chmod 400 {_REPLICA_SET_KEYFILE_PATH}
+exec /usr/local/bin/docker-entrypoint.sh "$@"
+""".encode()
+
+
+def _is_root_container_user(user: Any) -> bool:
+    if user in (None, "", 0, "0", "root"):
+        return True
+    return isinstance(user, str) and user.partition(":")[0] in ("0", "root")
+
 
 class MongoDbContainer(DbContainer):
     """
@@ -89,6 +112,203 @@ def get_connection_client(self) -> MongoClient:
         return MongoClient(self.get_connection_url())
 
 
+class MongoDbReplicaSetContainer(MongoDbContainer):
+    """MongoDB container configured as a single-node replica set.
+
+    Authentication is enabled by default and uses an ephemeral keyfile for internal
+    replica-set authentication. Set ``auth_enabled=False`` to run without
+    authentication or a keyfile.
+
+    Automatic keyfile setup targets the official ``mongo`` image and requires the
+    container to start as root before the image drops privileges to ``mongodb``.
+
+    Example:
+
+        .. code-block:: python
+
+            from testcontainers.community.mongodb import MongoDbReplicaSetContainer
+
+            with MongoDbReplicaSetContainer("mongo:7.0.7") as mongo:
+                client = mongo.get_connection_client()
+                with client.start_session() as session, session.start_transaction():
+                    client.test.items.insert_one({"name": "example"}, session=session)
+
+            with MongoDbReplicaSetContainer(
+                "mongo:7.0.7",
+                auth_enabled=False,
+            ) as mongo:
+                client = mongo.get_connection_client()
+    """
+
+    def __init__(
+        self,
+        image: str = "mongo:latest",
+        port: int = 27017,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        dbname: Optional[str] = None,
+        replica_set: str = "docker-rs",
+        auth_enabled: bool = True,
+        **kwargs: Any,
+    ) -> None:
+        if not replica_set:
+            raise ValueError("replica_set must not be empty")
+        if not auth_enabled and (username is not None or password is not None):
+            raise ValueError("username and password cannot be set when authentication is disabled")
+        if auth_enabled:
+            if "entrypoint" in kwargs:
+                raise ValueError("entrypoint cannot be overridden for an authenticated replica set")
+            if "user" in kwargs and not _is_root_container_user(kwargs["user"]):
+                raise ValueError("authenticated replica sets must start as the root container user")
+            kwargs["entrypoint"] = _REPLICA_SET_ENTRYPOINT_PATH
+
+        super().__init__(
+            image=image,
+            port=port,
+            username=username,
+            password=password,
+            dbname=dbname,
+            **kwargs,
+        )
+        self.auth_enabled = auth_enabled
+        self.replica_set = replica_set
+        if not auth_enabled:
+            self.username = ""
+            self.password = ""
+        else:
+            super().with_copy_into_container(_REPLICA_SET_ENTRYPOINT, _REPLICA_SET_ENTRYPOINT_PATH, mode=0o755)
+            keyfile = base64.b64encode(os.urandom(756))
+            super().with_copy_into_container(keyfile, _REPLICA_SET_KEYFILE_PATH, mode=0o400)
+        command = MongoDbReplicaSetContainer._replica_set_command(self, self._command)
+        super().with_command(command)
+
+    def _replica_set_command(self, command: Optional[str | list[str]]) -> list[str]:
+        command_parts = shlex.split(command) if isinstance(command, str) else list(command or [])
+        if command_parts and not (command_parts[0].startswith("-") or os.path.basename(command_parts[0]) == "mongod"):
+            raise ValueError("replica set commands must contain mongod options or start with mongod")
+        if any(
+            part in ("--replSet", "--keyFile") or part.startswith(("--replSet=", "--keyFile="))
+            for part in command_parts
+        ):
+            raise ValueError("replica set and keyfile options are managed by MongoDbReplicaSetContainer")
+
+        command_parts.extend(["--replSet", self.replica_set])
+        if self.auth_enabled:
+            command_parts.extend(["--keyFile", _REPLICA_SET_KEYFILE_PATH])
+        return command_parts
+
+    def with_command(self, command: str | list[str]) -> Self:
+        return super().with_command(self._replica_set_command(command))
+
+    def with_kwargs(self, **kwargs: Any) -> Self:
+        if self.auth_enabled:
+            if "entrypoint" in kwargs:
+                raise ValueError("entrypoint cannot be overridden for an authenticated replica set")
+            if "user" in kwargs and not _is_root_container_user(kwargs["user"]):
+                raise ValueError("authenticated replica sets must start as the root container user")
+            kwargs["entrypoint"] = _REPLICA_SET_ENTRYPOINT_PATH
+        return super().with_kwargs(**kwargs)
+
+    def _configure(self) -> None:
+        if self.auth_enabled:
+            assert self.username is not None
+            assert self.password is not None
+            self.with_env("MONGO_INITDB_ROOT_USERNAME", self.username)
+            self.with_env("MONGO_INITDB_ROOT_PASSWORD", self.password)
+        else:
+            self.env.pop("MONGO_INITDB_ROOT_USERNAME", None)
+            self.env.pop("MONGO_INITDB_ROOT_PASSWORD", None)
+        self.with_env("MONGO_DB", self.dbname)
+
+    def get_connection_url(self) -> str:
+        if self.auth_enabled:
+            url = super().get_connection_url()
+        else:
+            host = self.get_container_host_ip()
+            port = self.get_exposed_port(self.port)
+            url = f"mongodb://{host}:{port}"
+
+        return f"{url}/?{urlencode({'replicaSet': self.replica_set, 'directConnection': 'true'})}"
+
+    def _connect(self) -> None:
+        direct_url = self.get_connection_url().replace(
+            urlencode({"replicaSet": self.replica_set, "directConnection": "true"}),
+            urlencode({"directConnection": "true"}),
+        )
+        client: MongoClient[dict[str, Any]] = MongoClient(
+            direct_url,
+            serverSelectionTimeoutMS=1000,
+            connectTimeoutMS=1000,
+            socketTimeoutMS=1000,
+        )
+        deadline = time.monotonic() + testcontainers_config.timeout
+
+        try:
+            self._wait_for_mongodb(client, deadline)
+            self._wait_for_replica_set_primary(client, deadline)
+        finally:
+            client.close()
+
+    def _wait_for_mongodb(self, client: MongoClient[dict[str, Any]], deadline: float) -> None:
+        last_error: Optional[Exception] = None
+        while time.monotonic() < deadline:
+            self._raise_if_replica_set_container_stopped()
+            try:
+                client.admin.command("ping")
+                return
+            except PyMongoError as error:
+                last_error = error
+                time.sleep(testcontainers_config.sleep_time)
+
+        raise ContainerStartException("MongoDB did not become ready") from last_error
+
+    def _wait_for_replica_set_primary(self, client: MongoClient[dict[str, Any]], deadline: float) -> None:
+        last_error: Optional[Exception] = None
+        while time.monotonic() < deadline:
+            self._raise_if_replica_set_container_stopped()
+            try:
+                self._initiate_replica_set_if_needed(client)
+                if client.admin.command("hello").get("isWritablePrimary"):
+                    return
+            except OperationFailure:
+                raise
+            except PyMongoError as error:
+                last_error = error
+            time.sleep(testcontainers_config.sleep_time)
+
+        raise ContainerStartException("MongoDB replica set did not elect a primary") from last_error
+
+    def _initiate_replica_set_if_needed(self, client: MongoClient[dict[str, Any]]) -> None:
+        try:
+            client.admin.command("replSetGetStatus")
+            return
+        except OperationFailure as error:
+            if error.code != 94:  # NotYetInitialized
+                raise
+
+        try:
+            client.admin.command(
+                {
+                    "replSetInitiate": {
+                        "_id": self.replica_set,
+                        "members": [{"_id": 0, "host": f"localhost:{self.port}"}],
+                    }
+                }
+            )
+        except OperationFailure as error:
+            if error.code != 23:  # AlreadyInitialized
+                raise
+
+    def _raise_if_replica_set_container_stopped(self) -> None:
+        self.reload()
+        if self.status not in ("exited", "dead"):
+            return
+
+        stdout, stderr = self.get_logs()
+        logs = (stdout + stderr).decode(errors="replace")
+        raise ContainerStartException(f"MongoDB stopped while initializing its replica set:\n{logs}")
+
+
 class MongoDBAtlasLocalContainer(DbContainer):
     """
     MongoDB Atlas Local document-based database container.
diff --git a/tests/community/mongodb/test_mongodb.py b/tests/community/mongodb/test_mongodb.py
index e4cc9af9e..62f2342c3 100644
--- a/tests/community/mongodb/test_mongodb.py
+++ b/tests/community/mongodb/test_mongodb.py
@@ -1,8 +1,9 @@
 import time
+from urllib.parse import parse_qs, urlsplit
 
 import pytest
 
-from testcontainers.community.mongodb import MongoDBAtlasLocalContainer, MongoDbContainer
+from testcontainers.community.mongodb import MongoDBAtlasLocalContainer, MongoDbContainer, MongoDbReplicaSetContainer
 
 
 @pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
@@ -28,6 +29,80 @@ def test_docker_run_mongodb(version: str):
         assert cursor.next()["restaurant_id"] == doc["restaurant_id"]
 
 
+@pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
+def test_docker_run_mongodb_replica_set_without_authentication(version: str):
+    with MongoDbReplicaSetContainer(f"mongo:{version}", replica_set="docker-rs", auth_enabled=False) as mongo:
+        connection_url = urlsplit(mongo.get_connection_url())
+        assert connection_url.username is None
+        assert parse_qs(connection_url.query) == {
+            "directConnection": ["true"],
+            "replicaSet": ["docker-rs"],
+        }
+
+        client = mongo.get_connection_client()
+
+        hello = client.admin.command("hello")
+        assert hello["setName"] == "docker-rs"
+        assert hello["isWritablePrimary"] is True
+
+        collection = client.test.transactions
+        with client.start_session() as session, session.start_transaction():
+            result = collection.insert_one({"message": "replica sets support transactions"}, session=session)
+
+        assert collection.find_one({"_id": result.inserted_id}) is not None
+
+
+@pytest.mark.parametrize("version", ["7.0.7", "6.0.14", "5.0.26"])
+def test_docker_run_authenticated_mongodb_replica_set(version: str):
+    container = MongoDbReplicaSetContainer(
+        f"mongo:{version}",
+        username="replica-user",
+        password="replica-password",
+        replica_set="secure-rs",
+        command=["--profile", "1"],
+    ).with_kwargs(labels={"testcontainers.mongodb.replica-set": "true"})
+
+    with container as mongo:
+        connection_url = urlsplit(mongo.get_connection_url())
+        assert connection_url.username == "replica-user"
+        assert connection_url.password == "replica-password"
+        assert parse_qs(connection_url.query) == {
+            "directConnection": ["true"],
+            "replicaSet": ["secure-rs"],
+        }
+
+        client = mongo.get_connection_client()
+
+        hello = client.admin.command("hello")
+        assert hello["setName"] == "secure-rs"
+        assert hello["isWritablePrimary"] is True
+
+        result = client.test.documents.insert_one({"authenticated": True})
+        assert client.test.documents.find_one({"_id": result.inserted_id}) == {
+            "_id": result.inserted_id,
+            "authenticated": True,
+        }
+
+
+@pytest.mark.parametrize("username,password", [("user", None), (None, "password")])
+def test_mongodb_rejects_credentials_when_authentication_is_disabled(
+    username: str | None,
+    password: str | None,
+):
+    with pytest.raises(ValueError, match="authentication is disabled"):
+        MongoDbReplicaSetContainer(auth_enabled=False, username=username, password=password)
+
+
+def test_authenticated_mongodb_replica_set_rejects_non_root_container_user():
+    with pytest.raises(ValueError, match="root container user"):
+        MongoDbReplicaSetContainer(replica_set="secure-rs", user="mongodb")
+
+
+def test_mongodb_replica_set_rejects_non_mongod_command():
+    with pytest.raises(ValueError, match="mongod options"):
+        MongoDbReplicaSetContainer(replica_set="secure-rs", command=["bash", "-lc", "exec mongod"])
+
+
 @pytest.mark.parametrize("version", ["8.0.13", "7.0.23"])
 def test_docker_run_mongodb_atlas_local(version: str):
     with MongoDBAtlasLocalContainer(f"mongodb/mongodb-atlas-local:{version}") as mongo_atlas: