[pull] main from openai:main

.release-please-manifest.json

@@ -1,3 +1,3 @@
 {
-  ".": "3.5.0"
+  ".": "3.6.0"
 }

CHANGELOG.md

@@ -1,5 +1,35 @@
 # Changelog
 
+## [3.6.0](https://github.com/openai/openai-python/compare/v3.5.0...v3.6.0) (2026-08-27)
+
+
+### Features
+
+* **api:** add compute_units to Responses and Chat Completions usage ([#3749](https://github.com/openai/openai-python/issues/3749)) ([52421d1](https://github.com/openai/openai-python/commit/52421d197e96b4480fcc16e78345578996452c79))
+
+
+### Bug Fixes
+
+* **auth:** harden X.509 workload identity integration ([#3740](https://github.com/openai/openai-python/issues/3740)) ([fc3ad6c](https://github.com/openai/openai-python/commit/fc3ad6c55a1a250e16707396e86d7373f690a0fc))
+
+
+### Chores
+
+* **deps-dev:** bump @stdy/cli from 0.22.1 to 0.22.2 ([#3719](https://github.com/openai/openai-python/issues/3719)) ([4f5598c](https://github.com/openai/openai-python/commit/4f5598c8d822fcc281bb8862e424fa6ead310ca8))
+* **deps-dev:** bump mypy from 1.17 to 2.3.1 ([#3747](https://github.com/openai/openai-python/issues/3747)) ([0b52c9e](https://github.com/openai/openai-python/commit/0b52c9ecbc2bfe7059a1273674dff7647d414141))
+* **deps-dev:** bump pandas-stubs from 2.2.2.240807 to 2.3.3.260113 ([#3659](https://github.com/openai/openai-python/issues/3659)) ([95f0b43](https://github.com/openai/openai-python/commit/95f0b43d31599fe501f045dcc24964d1df5e196f))
+* **deps-dev:** bump pyright from 1.1.399 to 1.1.413 ([#3744](https://github.com/openai/openai-python/issues/3744)) ([9917c6e](https://github.com/openai/openai-python/commit/9917c6e28e66e90e1227b3d223c06a8c5441515a))
+* **deps-dev:** bump rich from 14.2.0 to 15.0.0 ([#3717](https://github.com/openai/openai-python/issues/3717)) ([7a5484d](https://github.com/openai/openai-python/commit/7a5484d8118e82ec004e964ab2ca484c7dd7c555))
+* **deps:** bump actions/checkout from 6.0.2 to 7.0.1 ([#3665](https://github.com/openai/openai-python/issues/3665)) ([d0a2550](https://github.com/openai/openai-python/commit/d0a25503498b51495aa4a1dbb97e616a24cd840e))
+* **deps:** bump actions/download-artifact from 6.0.0 to 8.0.1 ([#3669](https://github.com/openai/openai-python/issues/3669)) ([f627619](https://github.com/openai/openai-python/commit/f6276194cda9b95499d3ebc3d6d013e730bf0490))
+* **deps:** bump github/codeql-action/init from 4.37.1 to 4.37.7 ([#3745](https://github.com/openai/openai-python/issues/3745)) ([a36010d](https://github.com/openai/openai-python/commit/a36010dbb5d9c15a1fdf780772bc0204d0acf138))
+
+
+### Build System
+
+* **deps:** bump actions/setup-python from 5.6.0 to 7.0.0 ([#3672](https://github.com/openai/openai-python/issues/3672)) ([d765db7](https://github.com/openai/openai-python/commit/d765db7e929e76fc9e7edcc3a058d723ec69ac51))
+* **deps:** bump pypa/gh-action-pypi-publish from 1.14.0 to 1.14.2 ([#3666](https://github.com/openai/openai-python/issues/3666)) ([dacbb66](https://github.com/openai/openai-python/commit/dacbb6646d1b18257545dbb29badf8a9311ed0ae))
+
 ## [3.5.0](https://github.com/openai/openai-python/compare/v3.4.0...v3.5.0) (2026-08-27)
 
 

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "openai"
-version = "3.5.0"
+version = "3.6.0"
 description = "The official Python library for the openai API"
 dynamic = ["readme"]
 license = "Apache-2.0"

src/openai/_version.py

@@ -1,2 +1,2 @@
 __title__ = "openai"
-__version__ = "3.5.0"  # x-release-please-version
+__version__ = "3.6.0"  # x-release-please-version

src/openai/lib/_parsing/_embeddings.py

@@ -20,11 +20,15 @@ def parse_embedding_response(
     if not obj.data:
         raise ValueError("No embedding data received")
 
+    if not any(isinstance(embedding.embedding, str) for embedding in obj.data):
+        return obj
+
+    use_numpy = has_numpy()
     for embedding in obj.data:
         data = cast(object, embedding.embedding)
         if not isinstance(data, str):
             continue
-        if not has_numpy():
+        if not use_numpy:
             # use array for base64 optimisation
             embedding.embedding = array.array("f", base64.b64decode(data)).tolist()
         else:

tests/lib/test_embeddings.py

@@ -63,6 +63,32 @@ def test_decode_preserves_response_and_non_string_vectors(encoding_format: Omit
     assert parsed.model == "text-embedding-3-small"
 
 
+def test_decode_checks_numpy_once_per_response(monkeypatch: pytest.MonkeyPatch) -> None:
+    checks = 0
+
+    def has_numpy() -> bool:
+        nonlocal checks
+        checks += 1
+        return False
+
+    monkeypatch.setattr(embeddings_parser, "has_numpy", has_numpy)
+    response = make_response(ENCODED, ENCODED, ENCODED)
+
+    embeddings_parser.parse_embedding_response(response, encoding_format=omit)
+
+    assert checks == 1
+
+
+def test_decode_does_not_check_numpy_without_encoded_vectors(monkeypatch: pytest.MonkeyPatch) -> None:
+    def unexpected_decoder() -> bool:
+        raise AssertionError("a response without encoded vectors must not inspect the decoder")
+
+    monkeypatch.setattr(embeddings_parser, "has_numpy", unexpected_decoder)
+    response = make_response([1.0, 2.0], [3.0, 4.0])
+
+    assert embeddings_parser.parse_embedding_response(response, encoding_format=omit) is response
+
+
 @pytest.mark.parametrize("encoding_format", ["float", "base64", None])
 @pytest.mark.parametrize("vectors", [(ENCODED,), ("abc",), ()], ids=["encoded", "invalid", "empty"])
 def test_explicit_format_is_untouched(