ref(openai): Separate output handling

[alexander-alderman-webb]

Description

Issues

Reminders

• Please add tests to validate your changes, and lint your code using tox -e linters.
• Add GH Issue ID & Linear ID (if applicable)
• PR title should use conventional commit style (feat:, fix:, ref:, meta:)
• For external contributors: CONTRIBUTING.md, Sentry SDK development docs, Discord community

[github-actions]

Semver Impact of This PR

🟢 Patch (bug fixes)

📋 Changelog Preview

This is how your changes will appear in the changelog.
Entries from this PR are highlighted with a left border (blockquote style).

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Bug Fixes 🐛

Openai

• Avoid consuming iterables passed to the Completions API by alexander-alderman-webb in #5489
• Avoid consuming iterables passed to the Embeddings API by alexander-alderman-webb in #5491

Other

• (anthropic) Fix token accounting by shellmayr in #5490
• (google-genai) Remove agent spans for simple requests by alexander-alderman-webb in #5443
• (grpc) Read method from handler_call_details for grpcio >= 1.76 compat by yeung108 in #5521
• (httpx) Correctly append baggage in async client by sentrivana in #5530
• (pydantic-ai) Adapt to missing ToolManager._call_tool by sentrivana in #5522
• (utils) Use HEROKU_BUILD_COMMIT env var for default release by ericapisani in #5499

Documentation 📚

• Add debugging advice by alexander-alderman-webb in #5517
• New integration guide by alexander-alderman-webb in #5476

Internal Changes 🔧

Agents

• Add security-review skill to agent configuration by ericapisani in #5498
• Add sentry skills to be used by warden in CI reviews by ericapisani in #5485

Openai Agents

• Remove set_data_normalized for primitive attributes by alexander-alderman-webb in #5509
• Expect new tool fields by alexander-alderman-webb in #5471

Other

• (ai) Add configuration for dotagents by ericapisani in #5480
• (anthropic) Remove set_data_normalized for primitive attributes by alexander-alderman-webb in #5504
• (github) Add warden configuration by ericapisani in #5484

• (openai) Separate output handling by alexander-alderman-webb in #5543

• (pydantic-ai) Remove set_data_normalized for the gen_ai.response.model attribute by alexander-alderman-webb in #5512
• (repo) Add .serena to .gitignore by ericapisani in #5464
• 🤖 Update test matrix with new releases (02/24) by github-actions in #5524
• 🤖 Update test matrix with new releases (02/23) by github-actions in #5503
• 🤖 Update test matrix with new releases (02/19) by github-actions in #5483
• 🤖 Update test matrix with new releases (02/18) by github-actions in #5475

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_{🤖 This preview updates automatically when you update the PR.}

[github-actions]

Codecov Results 📊

✅ 31 passed | Total: 31 | Pass Rate: 100% | Execution Time: 12.97s

📊 Comparison with Base Branch

Metric	Change
Total Tests	📉 -33
Passed Tests	📉 -33
Failed Tests	—
Skipped Tests	—

All tests are passing successfully.

❌ Patch coverage is 30.00%. Project has 14375 uncovered lines.
✅ Project coverage is 27.57%. Comparing base (base) to head (head).

Files with missing lines (181)

File	Patch %	Lines
utils.py	48.68%	⚠️ 468 Missing and 74 partials
openai.py	12.07%	⚠️ 488 Missing and 1 partials
utils.py	0.00%	⚠️ 479 Missing
tracing_utils.py	27.87%	⚠️ 427 Missing and 17 partials
scope.py	61.02%	⚠️ 320 Missing and 66 partials
__init__.py	5.08%	⚠️ 374 Missing
starlette.py	5.34%	⚠️ 337 Missing
transport.py	23.29%	⚠️ 303 Missing and 2 partials
client.py	54.98%	⚠️ 226 Missing and 63 partials
mcp.py	5.24%	⚠️ 253 Missing
anthropic.py	9.06%	⚠️ 251 Missing
transaction_profiler.py	35.52%	⚠️ 216 Missing and 10 partials
__init__.py	3.91%	⚠️ 221 Missing
tracing.py	64.42%	⚠️ 169 Missing and 42 partials
span_processor.py	0.00%	⚠️ 205 Missing
continuous_profiler.py	43.45%	⚠️ 177 Missing and 17 partials
strawberry.py	8.54%	⚠️ 182 Missing
__init__.py	6.01%	⚠️ 172 Missing
langchain.py	81.31%	⚠️ 114 Missing and 56 partials
aws_lambda.py	16.50%	⚠️ 167 Missing
spark_driver.py	0.00%	⚠️ 166 Missing
huggingface_hub.py	8.89%	⚠️ 164 Missing
sanic.py	9.60%	⚠️ 160 Missing
cloud_resource_context.py	0.00%	⚠️ 145 Missing
ai_client.py	0.00%	⚠️ 145 Missing
rust_tracing.py	0.00%	⚠️ 143 Missing
litellm.py	0.00%	⚠️ 138 Missing
litestar.py	9.59%	⚠️ 132 Missing
starlite.py	8.33%	⚠️ 132 Missing
envelope.py	40.82%	⚠️ 116 Missing and 11 partials
aiohttp.py	30.72%	⚠️ 115 Missing and 2 partials
utils.py	64.71%	⚠️ 90 Missing and 22 partials
falcon.py	8.94%	⚠️ 112 Missing
flask.py	12.50%	⚠️ 112 Missing
spotlight.py	28.47%	⚠️ 103 Missing and 8 partials
asgi.py	20.71%	⚠️ 111 Missing
cohere.py	12.70%	⚠️ 110 Missing
dramatiq.py	0.00%	⚠️ 110 Missing
arq.py	9.92%	⚠️ 109 Missing
asgi.py	0.00%	⚠️ 109 Missing
hub.py	45.60%	⚠️ 105 Missing and 3 partials
pymongo.py	10.17%	⚠️ 106 Missing
beat.py	8.62%	⚠️ 106 Missing
caching.py	0.00%	⚠️ 106 Missing
logging.py	33.33%	⚠️ 102 Missing and 3 partials
utils.py	0.00%	⚠️ 103 Missing
templates.py	0.00%	⚠️ 100 Missing
asyncpg.py	11.61%	⚠️ 99 Missing
quart.py	16.10%	⚠️ 99 Missing
wsgi.py	22.66%	⚠️ 99 Missing
gcp.py	0.00%	⚠️ 98 Missing
otlp.py	0.00%	⚠️ 97 Missing
utils.py	13.39%	⚠️ 97 Missing
agent_run.py	0.00%	⚠️ 97 Missing
sessions.py	27.82%	⚠️ 96 Missing
models.py	4.95%	⚠️ 96 Missing
pyramid.py	13.76%	⚠️ 94 Missing
tornado.py	14.55%	⚠️ 94 Missing
__init__.py	0.00%	⚠️ 93 Missing
_wsgi_common.py	28.35%	⚠️ 91 Missing
bottle.py	11.65%	⚠️ 91 Missing
middleware.py	0.00%	⚠️ 90 Missing
agent_run.py	0.00%	⚠️ 90 Missing
stdlib.py	35.82%	⚠️ 86 Missing and 2 partials
tools.py	0.00%	⚠️ 88 Missing
runner.py	0.00%	⚠️ 87 Missing
beam.py	0.00%	⚠️ 84 Missing
loguru.py	11.58%	⚠️ 84 Missing
ray.py	0.00%	⚠️ 84 Missing
__init__.py	4.65%	⚠️ 82 Missing
asyncio.py	0.00%	⚠️ 80 Missing
invoke_agent.py	0.00%	⚠️ 79 Missing
session.py	15.56%	⚠️ 76 Missing
clickhouse_driver.py	17.58%	⚠️ 75 Missing
pure_eval.py	0.00%	⚠️ 73 Missing
rq.py	14.12%	⚠️ 73 Missing
worker.py	22.58%	⚠️ 72 Missing
ariadne.py	14.46%	⚠️ 71 Missing
gql.py	10.13%	⚠️ 71 Missing
fastapi.py	15.85%	⚠️ 69 Missing
monitoring.py	17.07%	⚠️ 68 Missing
graphene.py	12.82%	⚠️ 68 Missing
transactions.py	0.00%	⚠️ 67 Missing
_queue.py	26.67%	⚠️ 66 Missing
huey.py	17.72%	⚠️ 65 Missing
boto3.py	14.86%	⚠️ 63 Missing
utils.py	16.00%	⚠️ 63 Missing
streaming.py	0.00%	⚠️ 62 Missing
api.py	59.06%	⚠️ 61 Missing
chalice.py	16.18%	⚠️ 57 Missing
propagator.py	0.00%	⚠️ 57 Missing
server.py	0.00%	⚠️ 56 Missing
spark_worker.py	0.00%	⚠️ 56 Missing
langgraph.py	89.87%	⚠️ 23 Missing and 30 partials
graph_nodes.py	0.00%	⚠️ 52 Missing
gnu_backtrace.py	0.00%	⚠️ 51 Missing
_async_common.py	0.00%	⚠️ 51 Missing
socket.py	0.00%	⚠️ 50 Missing
sqlalchemy.py	35.90%	⚠️ 50 Missing
views.py	0.00%	⚠️ 50 Missing
caches.py	16.95%	⚠️ 49 Missing
_batcher.py	41.25%	⚠️ 47 Missing
httpx.py	36.99%	⚠️ 46 Missing
invoke_agent.py	0.00%	⚠️ 46 Missing
traces.py	47.06%	⚠️ 45 Missing
_asgi_common.py	16.67%	⚠️ 45 Missing
signals_handlers.py	0.00%	⚠️ 44 Missing
utils.py	22.22%	⚠️ 42 Missing and 1 partials
client.py	0.00%	⚠️ 40 Missing
_sync_common.py	22.00%	⚠️ 39 Missing
executing.py	0.00%	⚠️ 38 Missing
client.py	0.00%	⚠️ 38 Missing
_span_batcher.py	35.71%	⚠️ 36 Missing
serializer.py	86.02%	⚠️ 26 Missing and 10 partials
serverless.py	0.00%	⚠️ 36 Missing
threading.py	74.74%	⚠️ 24 Missing and 10 partials
server.py	0.00%	⚠️ 34 Missing
sys_exit.py	0.00%	⚠️ 32 Missing
launchdarkly.py	0.00%	⚠️ 31 Missing
trytond.py	0.00%	⚠️ 30 Missing
integration.py	0.00%	⚠️ 30 Missing
error_tracing.py	0.00%	⚠️ 29 Missing
scrubber.py	73.91%	⚠️ 18 Missing and 10 partials
tools.py	0.00%	⚠️ 27 Missing
ai_client.py	13.33%	⚠️ 26 Missing
execute_tool.py	0.00%	⚠️ 26 Missing
_openai_completions_api.py	19.35%	⚠️ 25 Missing
redis_cluster.py	26.47%	⚠️ 25 Missing
_werkzeug.py	11.11%	⚠️ 24 Missing
typer.py	0.00%	⚠️ 24 Missing
tasks.py	0.00%	⚠️ 24 Missing
_compat.py	41.03%	⚠️ 23 Missing
statsig.py	0.00%	⚠️ 23 Missing
queries.py	25.81%	⚠️ 23 Missing
logger.py	43.59%	⚠️ 22 Missing
decorator.py	37.14%	⚠️ 22 Missing
_log_batcher.py	0.00%	⚠️ 21 Missing
attachments.py	27.59%	⚠️ 21 Missing
unraisablehook.py	0.00%	⚠️ 21 Missing
openfeature.py	0.00%	⚠️ 20 Missing
execute_tool.py	0.00%	⚠️ 20 Missing
unleash.py	0.00%	⚠️ 19 Missing
_lru_cache.py	43.33%	⚠️ 17 Missing and 1 partials
monitor.py	80.33%	⚠️ 12 Missing and 6 partials
model_request.py	0.00%	⚠️ 18 Missing
utils.py	0.00%	⚠️ 16 Missing
__init__.py	93.48%	⚠️ 6 Missing and 9 partials
atexit.py	56.25%	⚠️ 14 Missing and 1 partials
excepthook.py	56.25%	⚠️ 14 Missing and 1 partials
redis.py	25.00%	⚠️ 15 Missing
feature_flags.py	56.25%	⚠️ 14 Missing
_init_implementation.py	45.83%	⚠️ 13 Missing
dedupe.py	77.50%	⚠️ 9 Missing and 4 partials
__init__.py	27.78%	⚠️ 13 Missing
types.py	0.00%	⚠️ 12 Missing
redis_py_cluster_legacy.py	26.67%	⚠️ 11 Missing
_types.py	66.67%	⚠️ 10 Missing
api.py	37.50%	⚠️ 10 Missing
utils.py	41.18%	⚠️ 10 Missing
handoff.py	0.00%	⚠️ 10 Missing
metrics.py	47.06%	⚠️ 9 Missing
__init__.py	72.41%	⚠️ 8 Missing and 1 partials
_metrics_batcher.py	65.00%	⚠️ 7 Missing
consts.py	0.00%	⚠️ 7 Missing
rb.py	30.00%	⚠️ 7 Missing
_openai_responses_api.py	33.33%	⚠️ 6 Missing
debug.py	91.30%	⚠️ 2 Missing and 2 partials
consts.py	0.00%	⚠️ 4 Missing
__init__.py	20.00%	⚠️ 4 Missing
__init__.py	0.00%	⚠️ 4 Missing
__init__.py	0.00%	⚠️ 3 Missing
__init__.py	40.00%	⚠️ 3 Missing
__init__.py	0.00%	⚠️ 3 Missing
__init__.py	0.00%	⚠️ 3 Missing
__init__.py	0.00%	⚠️ 3 Missing
consts.py	99.43%	⚠️ 2 Missing
argv.py	100.00%	⚠️ 2 partials
modules.py	94.12%	⚠️ 1 Missing and 1 partials
agent_workflow.py	71.43%	⚠️ 2 Missing
consts.py	0.00%	⚠️ 1 Missing
consts.py	0.00%	⚠️ 1 Missing

Coverage diff

@@            Coverage Diff             @@
##          main       #PR       +/-##
==========================================
+ Coverage    26.45%    27.57%    +1.12%
==========================================
  Files          189       189         —
  Lines        19830     19846       +16
  Branches      6428      6432        +4
==========================================
+ Hits          5246      5471      +225
- Misses       14584     14375      -209
- Partials       457       488       +31

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