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chore(openai): fix responses reasoning token metric tracking support for streaming #14072

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51 changes: 51 additions & 0 deletions .riot/requirements/1911f94.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,51 @@
#
# This file is autogenerated by pip-compile with Python 3.10
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/1911f94.in
#
annotated-types==0.7.0
anyio==4.9.0
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.9.2
distro==1.9.0
exceptiongroup==1.3.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
iniconfig==2.1.0
jiter==0.10.0
mock==5.2.0
multidict==6.6.3
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==11.3.0
pluggy==1.6.0
propcache==0.3.2
pydantic==2.11.7
pydantic-core==2.33.2
pygments==2.19.2
pytest==8.4.1
pytest-asyncio==0.21.1
pytest-cov==6.2.1
pytest-mock==3.14.1
pytest-randomly==3.16.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.9.0
tomli==2.2.1
tqdm==4.67.1
typing-extensions==4.14.1
typing-inspection==0.4.1
urllib3==1.26.20
vcrpy==7.0.0
wrapt==1.17.2
yarl==1.20.1
49 changes: 49 additions & 0 deletions .riot/requirements/1a0657d.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
#
# This file is autogenerated by pip-compile with Python 3.13
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/1a0657d.in
#
annotated-types==0.7.0
anyio==4.9.0
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.9.2
distro==1.9.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
iniconfig==2.1.0
jiter==0.10.0
mock==5.2.0
multidict==6.6.3
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==11.3.0
pluggy==1.6.0
propcache==0.3.2
pydantic==2.11.7
pydantic-core==2.33.2
pygments==2.19.2
pytest==8.4.1
pytest-asyncio==0.21.1
pytest-cov==6.2.1
pytest-mock==3.14.1
pytest-randomly==3.16.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.9.0
tqdm==4.67.1
typing-extensions==4.14.1
typing-inspection==0.4.1
urllib3==1.26.20
vcrpy==7.0.0
wrapt==1.17.2
yarl==1.20.1
49 changes: 49 additions & 0 deletions .riot/requirements/85ff44d.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
#
# This file is autogenerated by pip-compile with Python 3.12
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/85ff44d.in
#
annotated-types==0.7.0
anyio==4.9.0
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.9.2
distro==1.9.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
iniconfig==2.1.0
jiter==0.10.0
mock==5.2.0
multidict==6.6.3
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==11.3.0
pluggy==1.6.0
propcache==0.3.2
pydantic==2.11.7
pydantic-core==2.33.2
pygments==2.19.2
pytest==8.4.1
pytest-asyncio==0.21.1
pytest-cov==6.2.1
pytest-mock==3.14.1
pytest-randomly==3.16.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.9.0
tqdm==4.67.1
typing-extensions==4.14.1
typing-inspection==0.4.1
urllib3==1.26.20
vcrpy==7.0.0
wrapt==1.17.2
yarl==1.20.1
51 changes: 51 additions & 0 deletions .riot/requirements/b68c552.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,51 @@
#
# This file is autogenerated by pip-compile with Python 3.8
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/b68c552.in
#
annotated-types==0.7.0
anyio==4.5.2
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.6.1
distro==1.9.0
exceptiongroup==1.3.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
importlib-metadata==8.5.0
iniconfig==2.1.0
jiter==0.9.1
mock==5.2.0
multidict==6.1.0
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==10.4.0
pluggy==1.5.0
propcache==0.2.0
pydantic==2.10.6
pydantic-core==2.27.2
pytest==8.3.5
pytest-asyncio==0.21.1
pytest-cov==5.0.0
pytest-mock==3.14.1
pytest-randomly==3.15.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.7.0
tomli==2.2.1
tqdm==4.67.1
typing-extensions==4.13.2
urllib3==1.26.20
vcrpy==6.0.2
wrapt==1.17.2
yarl==1.15.2
zipp==3.20.2
49 changes: 49 additions & 0 deletions .riot/requirements/c5399d2.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
#
# This file is autogenerated by pip-compile with Python 3.11
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/c5399d2.in
#
annotated-types==0.7.0
anyio==4.9.0
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.9.2
distro==1.9.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
iniconfig==2.1.0
jiter==0.10.0
mock==5.2.0
multidict==6.6.3
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==11.3.0
pluggy==1.6.0
propcache==0.3.2
pydantic==2.11.7
pydantic-core==2.33.2
pygments==2.19.2
pytest==8.4.1
pytest-asyncio==0.21.1
pytest-cov==6.2.1
pytest-mock==3.14.1
pytest-randomly==3.16.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.9.0
tqdm==4.67.1
typing-extensions==4.14.1
typing-inspection==0.4.1
urllib3==1.26.20
vcrpy==7.0.0
wrapt==1.17.2
yarl==1.20.1
53 changes: 53 additions & 0 deletions .riot/requirements/e9c67e1.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,53 @@
#
# This file is autogenerated by pip-compile with Python 3.9
# by the following command:
#
# pip-compile --allow-unsafe --no-annotate .riot/requirements/e9c67e1.in
#
annotated-types==0.7.0
anyio==4.9.0
attrs==25.3.0
certifi==2025.7.14
charset-normalizer==3.4.2
coverage[toml]==7.9.2
distro==1.9.0
exceptiongroup==1.3.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
hypothesis==6.45.0
idna==3.10
importlib-metadata==8.7.0
iniconfig==2.1.0
jiter==0.10.0
mock==5.2.0
multidict==6.6.3
openai==1.66.0
opentracing==2.4.0
packaging==25.0
pillow==11.3.0
pluggy==1.6.0
propcache==0.3.2
pydantic==2.11.7
pydantic-core==2.33.2
pygments==2.19.2
pytest==8.4.1
pytest-asyncio==0.21.1
pytest-cov==6.2.1
pytest-mock==3.14.1
pytest-randomly==3.16.0
pyyaml==6.0.2
regex==2024.11.6
requests==2.32.4
sniffio==1.3.1
sortedcontainers==2.4.0
tiktoken==0.9.0
tomli==2.2.1
tqdm==4.67.1
typing-extensions==4.14.1
typing-inspection==0.4.1
urllib3==1.26.20
vcrpy==7.0.0
wrapt==1.17.2
yarl==1.20.1
zipp==3.23.0
6 changes: 3 additions & 3 deletions ddtrace/llmobs/_integrations/openai.py
Original file line number Diff line number Diff line change
Expand Up @@ -153,9 +153,9 @@ def _extract_llmobs_metrics_tags(

# in the streamed responses case, `resp` is a list with `usage` being stored in the first element
if resp and isinstance(resp, list) and _get_attr(resp[0], "usage", None):
token_usage = resp[0].get("usage", {})
elif resp and getattr(resp, "usage", None):
token_usage = resp.usage
token_usage = _get_attr(resp[0], "usage", {})
elif resp and _get_attr(resp, "usage", None):
token_usage = _get_attr(resp, "usage", {})
if token_usage is not None:
prompt_tokens = _get_attr(token_usage, "prompt_tokens", 0)
completion_tokens = _get_attr(token_usage, "completion_tokens", 0)
Expand Down
2 changes: 1 addition & 1 deletion riotfile.py
Original file line number Diff line number Diff line change
Expand Up @@ -2628,7 +2628,7 @@ def select_pys(min_version: str = MIN_PYTHON_VERSION, max_version: str = MAX_PYT
Venv(
pys=select_pys(min_version="3.8"),
pkgs={
"openai": [latest, "~=1.76.2"],
"openai": [latest, "~=1.76.2", "==1.66.0"],
"tiktoken": latest,
"pillow": latest,
},
Expand Down
35 changes: 2 additions & 33 deletions tests/contrib/openai/test_openai_llmobs.py
Original file line number Diff line number Diff line change
Expand Up @@ -1737,43 +1737,12 @@ def test_responses_reasoning_stream(self, openai, ddtrace_global_config, mock_ll
for event in stream:
pass

span = mock_tracer.pop_traces()[0][0]
assert mock_llmobs_writer.enqueue.call_count == 1
mock_llmobs_writer.enqueue.assert_called_with(
_expected_llmobs_llm_span_event(
span,
model_name="o4-mini-2025-04-16",
model_provider="openai",
input_messages=[{"content": "If one plus a number is 10, what is the number?", "role": "user"}],
output_messages=[
{"role": "reasoning", "content": mock.ANY},
{"role": "assistant", "content": "The number is 9, since 1 + x = 10 ⇒ x = 10 − 1 = 9."},
],
metadata={
"reasoning": {"effort": "medium", "summary": "detailed"},
"stream": True,
"temperature": 1.0,
"top_p": 1.0,
"tools": [],
"tool_choice": "auto",
"truncation": "disabled",
"text": {"format": {"type": "text"}},
"reasoning_tokens": 128,
Comment on lines -1752 to -1761
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metadata differs too much between versions for whatever reasons. we only really care about asserting a) no error, and b) specific properties like reasoning summary and assistant content are set

},
token_metrics={
"input_tokens": mock.ANY,
"output_tokens": mock.ANY,
"total_tokens": mock.ANY,
"cache_read_input_tokens": mock.ANY,
},
tags={"ml_app": "<ml-app-name>", "service": "tests.contrib.openai"},
)
)

# special assertion on rough reasoning content
span_event = mock_llmobs_writer.enqueue.call_args[0][0]
reasoning_content = json.loads(span_event["meta"]["output"]["messages"][0]["content"])
assistant_content = span_event["meta"]["output"]["messages"][1]["content"]
assert reasoning_content["summary"] is not None
assert assistant_content == "The number is 9, since 1 + x = 10 ⇒ x = 10 − 1 = 9."

@pytest.mark.skipif(
parse_version(openai_module.version.VERSION) < (1, 66), reason="Response options only available openai >= 1.66"
Expand Down
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