feat(openai): add parse hooks for chat completions and responses #14824

PROFeNoM · 2025-10-09T07:24:12Z

Description

Adds instrumentation support for OpenAI's parse() methods for chat completions and responses, out of beta since version 1.92.0.

Implementation

Creates two new hook classes that inherit from existing ones:

_ChatCompletionParseHook extends _ChatCompletionHook
_ResponseParseHook extends _ResponseHook

Each only overrides the OPERATION_ID to create distinct span names (parseChatCompletion and parseResponse) in APM traces while inheriting all other functionality (streaming, error handling, token counting, metadata, etc.).

Also, the patching logic now checks for endpoint existence before wrapping by using deep_getattr on the appropriate dotted paths for sync/async resources. This ensures we only wrap parse when it exists (>=1.92.0) and avoids import-time errors on older SDKs.

Test Version Changes

Updated OpenAI test requirements from ==1.91.0 (See requirements files) to <2.0.0 (riotfile). This is necessary because parse methods were released in 1.92.0 (moved out of beta). The upper bound excludes v2.0 which was recently released. I believe it would be out of scope is out of scope for this PR to handle any v2 breaking changes. Considering this is ~my first PR on this repo, if you believe there is a better course of action lmk.

Metadata Fix

Added exclude_none=True to model_dump() in load_data_value() to fix failing LLMObs tests (e.g., failing job). Without this, Pydantic models serialize with None values (e.g., verbosity: None) that don't match test expectations.

Testing

Snapshot tests for sync/async variants with VCR cassettes and version gating for openai >= 1.92.

Risks

Low - minimal code changes.

Additional Notes

github-actions · 2025-10-09T07:24:51Z

CODEOWNERS have been resolved as:

releasenotes/notes/feat-openai-parse-support-da6620e4bdf2ad6b.yaml      @DataDog/apm-python
tests/contrib/openai/cassettes/v1/chat_completion_parse.yaml            @DataDog/ml-observability
tests/contrib/openai/cassettes/v1/response_parse.yaml                   @DataDog/ml-observability
tests/snapshots/tests.contrib.openai.test_openai_v1.test_chat_completion_parse.json  @DataDog/ml-observability
tests/snapshots/tests.contrib.openai.test_openai_v1.test_response_parse.json  @DataDog/ml-observability
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/openai/_endpoint_hooks.py                      @DataDog/ml-observability
ddtrace/contrib/internal/openai/patch.py                                @DataDog/ml-observability
ddtrace/llmobs/_integrations/openai.py                                  @DataDog/ml-observability
ddtrace/llmobs/_integrations/utils.py                                   @DataDog/ml-observability
ddtrace/llmobs/_utils.py                                                @DataDog/ml-observability
riotfile.py                                                             @DataDog/apm-python
tests/contrib/openai/test_openai_llmobs.py                              @DataDog/ml-observability
tests/contrib/openai/test_openai_patch.py                               @DataDog/ml-observability
tests/contrib/openai/test_openai_v1.py                                  @DataDog/ml-observability
.riot/requirements/1d30a5c.txt                                          @DataDog/apm-python
.riot/requirements/5f016ad.txt                                          @DataDog/apm-python
.riot/requirements/66e0a12.txt                                          @DataDog/apm-python
.riot/requirements/75757f2.txt                                          @DataDog/apm-python
.riot/requirements/9a08ceb.txt                                          @DataDog/apm-python
.riot/requirements/d3fea5a.txt                                          @DataDog/apm-python

github-actions · 2025-10-09T07:50:24Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 241 ± 2 ms.

The average import time from base is: 242 ± 2 ms.

The import time difference between this PR and base is: -1.69 ± 0.07 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.018 ms (0.84%)

ddtrace.bootstrap.sitecustomize 1.334 ms (0.55%)

ddtrace.bootstrap.preload 1.334 ms (0.55%)

ddtrace.internal.remoteconfig.client 0.659 ms (0.27%)

ddtrace 0.684 ms (0.28%)

ddtrace.internal._unpatched 0.029 ms (0.01%)

json 0.029 ms (0.01%)

json.decoder 0.029 ms (0.01%)

re 0.029 ms (0.01%)

enum 0.029 ms (0.01%)

types 0.029 ms (0.01%)

pr-commenter · 2025-10-09T08:24:16Z

Performance SLOs

Comparing candidate alex/feat/openai-parse (5520b5c) with baseline main (646d5ab)

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.486ms (SLO: <22.300ms -8.1%) vs baseline: ~same

Memory: ✅ 65.493MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ exception-replay-enabled

Time: ✅ 1.344ms (SLO: <1.450ms -7.3%) vs baseline: +0.3%

Memory: ✅ 64.541MB (SLO: <67.000MB -3.7%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.477ms (SLO: <22.250ms -8.0%) vs baseline: -0.3%

Memory: ✅ 65.434MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.383ms (SLO: <16.550ms -7.1%) vs baseline: +1.0%

Memory: ✅ 53.733MB (SLO: <54.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 20.487ms (SLO: <21.750ms -5.8%) vs baseline: -0.3%

Memory: ✅ 65.423MB (SLO: <67.000MB -2.4%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 26.150ms (SLO: <28.200ms -7.3%) vs baseline: -0.4%

Memory: ✅ 67.962MB (SLO: <69.500MB -2.2%) vs baseline: +4.8%

✅ tracer

Time: ✅ 20.440ms (SLO: <21.750ms -6.0%) vs baseline: -0.4%

Memory: ✅ 65.445MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 22.069ms (SLO: <23.500ms -6.1%) vs baseline: +0.3%

Memory: ✅ 66.653MB (SLO: <67.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.244ms (SLO: <21.500ms 📉 -10.5%) vs baseline: -0.7%

Memory: ✅ 65.424MB (SLO: <66.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.600ms (SLO: <17.500ms -5.1%) vs baseline: ~same

Memory: ✅ 65.406MB (SLO: <66.000MB 🟡 -0.9%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.503ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 71.433MB (SLO: <72.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.371ms (SLO: <19.650ms -6.5%) vs baseline: -0.5%

Memory: ✅ 65.433MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 18.804ms (SLO: <20.100ms -6.4%) vs baseline: ~same

Memory: ✅ 65.447MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 20.159ms (SLO: <21.500ms -6.2%) vs baseline: -0.2%

Memory: ✅ 65.405MB (SLO: <67.000MB -2.4%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 20.340ms (SLO: <22.000ms -7.5%) vs baseline: +0.4%

Memory: ✅ 65.496MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 17.996ms (SLO: <19.850ms -9.3%) vs baseline: -0.4%

Memory: ✅ 65.136MB (SLO: <66.500MB -2.1%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 18.014ms (SLO: <19.400ms -7.1%) vs baseline: -0.5%

Memory: ✅ 65.294MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 18.174ms (SLO: <19.450ms -6.6%) vs baseline: +0.6%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.573ms (SLO: <4.750ms -3.7%) vs baseline: -0.4%

Memory: ✅ 61.971MB (SLO: <65.000MB -4.7%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.600ms (SLO: <6.750ms -2.2%) vs baseline: ~same

Memory: ✅ 61.912MB (SLO: <65.000MB -4.8%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 4.577ms (SLO: <4.750ms -3.6%) vs baseline: -0.3%

Memory: ✅ 61.932MB (SLO: <65.000MB -4.7%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: -0.1%

Memory: ✅ 45.456MB (SLO: <47.000MB -3.3%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.882ms (SLO: <2.000ms -5.9%) vs baseline: +0.9%

Memory: ✅ 42.408MB (SLO: <49.000MB 📉 -13.5%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.913ms (SLO: <2.100ms -8.9%) vs baseline: ~same

Memory: ✅ 46.439MB (SLO: <47.000MB 🟡 -1.2%) vs baseline: +4.6%

✅ resource-renaming

Time: ✅ 3.379ms (SLO: <3.650ms -7.4%) vs baseline: +0.2%

Memory: ✅ 52.199MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.372ms (SLO: <3.650ms -7.6%) vs baseline: -0.4%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: -0.1%

Memory: ✅ 58.170MB (SLO: <60.000MB -3.0%) vs baseline: +4.6%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 42.397ms (SLO: <47.150ms 📉 -10.1%) vs baseline: -0.1%

Memory: ✅ 44.422MB (SLO: <47.000MB -5.5%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 319.386ms (SLO: <344.800ms -7.4%) vs baseline: +0.8%

Memory: ✅ 595.145MB (SLO: <600.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 286.310ms (SLO: <314.000ms -8.8%) vs baseline: -1.1%

Memory: ✅ 596.902MB (SLO: <600.000MB 🟡 -0.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 80.661ms (SLO: <92.350ms 📉 -12.7%) vs baseline: +0.1%

Memory: ✅ 40.036MB (SLO: <46.500MB 📉 -13.9%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 38.873ms (SLO: <44.500ms 📉 -12.6%) vs baseline: -0.3%

Memory: ✅ 43.973MB (SLO: <47.500MB -7.4%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.465ms (SLO: <67.650ms 📉 -13.6%) vs baseline: -0.3%

Memory: ✅ 40.260MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.9%

✅ set-status

Time: ✅ 44.886ms (SLO: <50.400ms 📉 -10.9%) vs baseline: -0.1%

Memory: ✅ 43.907MB (SLO: <47.000MB -6.6%) vs baseline: +4.6%

✅ start

Time: ✅ 38.099ms (SLO: <43.450ms 📉 -12.3%) vs baseline: ~same

Memory: ✅ 43.993MB (SLO: <47.000MB -6.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 82.578ms (SLO: <88.000ms -6.2%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 84.104ms (SLO: <89.000ms -5.5%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +5.0%

✅ update-name

Time: ✅ 40.325ms (SLO: <45.150ms 📉 -10.7%) vs baseline: +0.3%

Memory: ✅ 44.195MB (SLO: <47.000MB -6.0%) vs baseline: +4.9%

🟡 span - 26/26

✅ add-event

Time: ✅ 20.653ms (SLO: <22.500ms -8.2%) vs baseline: -0.3%

Memory: ✅ 50.353MB (SLO: <53.000MB -5.0%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 90.865ms (SLO: <93.500ms -2.8%) vs baseline: ~same

Memory: ✅ 661.197MB (SLO: <961.000MB 📉 -31.2%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 148.181ms (SLO: <155.000ms -4.4%) vs baseline: ~same

Memory: ✅ 661.271MB (SLO: <962.500MB 📉 -31.3%) vs baseline: +4.8%

✅ get-context

Time: ✅ 19.418ms (SLO: <20.500ms -5.3%) vs baseline: ~same

Memory: ✅ 49.168MB (SLO: <53.000MB -7.2%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 19.668ms (SLO: <20.500ms -4.1%) vs baseline: +0.2%

Memory: ✅ 49.109MB (SLO: <53.000MB -7.3%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 38.480ms (SLO: <40.000ms -3.8%) vs baseline: +0.3%

Memory: ✅ 42.749MB (SLO: <53.000MB 📉 -19.3%) vs baseline: +4.7%

✅ set-status

Time: ✅ 21.295ms (SLO: <22.000ms -3.2%) vs baseline: +0.1%

Memory: ✅ 49.168MB (SLO: <53.000MB -7.2%) vs baseline: +4.9%

✅ start

Time: ✅ 19.271ms (SLO: <20.500ms -6.0%) vs baseline: +0.2%

Memory: ✅ 49.162MB (SLO: <53.000MB -7.2%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 51.442ms (SLO: <52.500ms -2.0%) vs baseline: +0.1%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 52.766ms (SLO: <54.500ms -3.2%) vs baseline: ~same

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ start-finish-traceid128

Time: ✅ 55.029ms (SLO: <56.000ms 🟡 -1.7%) vs baseline: +0.6%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ start-traceid128

Time: ✅ 19.653ms (SLO: <22.500ms 📉 -12.7%) vs baseline: +0.1%

Memory: ✅ 49.091MB (SLO: <53.000MB -7.4%) vs baseline: +4.8%

✅ update-name

Time: ✅ 20.230ms (SLO: <22.000ms -8.0%) vs baseline: ~same

Memory: ✅ 49.761MB (SLO: <53.000MB -6.1%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.231µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.1%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.251µs (SLO: <10.000µs 📉 -67.5%) vs baseline: ~same

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.5%

✅ get_item_exists

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.2%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.8%

✅ get_item_missing

Time: ✅ 0.643µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ set_item

Time: ✅ 24.158µs (SLO: <30.000µs 📉 -19.5%) vs baseline: -0.1%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ All Tests Passing (18 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.086ms (SLO: <2.300ms -9.3%) vs baseline: ~same

Memory: ✅ 52.003MB (SLO: <53.500MB -2.8%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.087ms (SLO: <2.250ms -7.2%) vs baseline: ~same

Memory: ✅ 51.885MB (SLO: <53.500MB -3.0%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.082ms (SLO: <2.300ms -9.5%) vs baseline: -0.2%

Memory: ✅ 52.003MB (SLO: <53.500MB -2.8%) vs baseline: +4.7%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.930ms (SLO: <4.200ms -6.4%) vs baseline: +0.1%

Memory: ✅ 62.344MB (SLO: <66.000MB -5.5%) vs baseline: +5.0%

✅ iast-enabled

Time: ✅ 2.453ms (SLO: <2.800ms 📉 -12.4%) vs baseline: ~same

Memory: ✅ 58.786MB (SLO: <60.000MB -2.0%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.071ms (SLO: <2.250ms -8.0%) vs baseline: +0.1%

Memory: ✅ 52.140MB (SLO: <54.500MB -4.3%) vs baseline: +4.8%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.946µs (SLO: <100.000µs 📉 -17.1%) vs baseline: +1.5%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.287µs (SLO: <20.000µs 📉 -28.6%) vs baseline: +0.5%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ b3_single_headers

Time: ✅ 13.505µs (SLO: <20.000µs 📉 -32.5%) vs baseline: +1.0%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.027µs (SLO: <80.000µs 📉 -20.0%) vs baseline: +0.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.101µs (SLO: <80.000µs 📉 -17.4%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

✅ empty_headers

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.2%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ full_t_id_datadog_headers

Time: ✅ 22.932µs (SLO: <30.000µs 📉 -23.6%) vs baseline: -0.4%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ invalid_priority_header

Time: ✅ 6.563µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.3%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ invalid_span_id_header

Time: ✅ 6.611µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +1.0%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ invalid_tags_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ invalid_trace_id_header

Time: ✅ 6.542µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.3%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ large_header_no_matches

Time: ✅ 27.606µs (SLO: <30.000µs -8.0%) vs baseline: +0.5%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ large_valid_headers_all

Time: ✅ 28.720µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ medium_header_no_matches

Time: ✅ 9.839µs (SLO: <20.000µs 📉 -50.8%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.205µs (SLO: <20.000µs 📉 -44.0%) vs baseline: +0.1%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.6%

✅ none_propagation_style

Time: ✅ 1.693µs (SLO: <10.000µs 📉 -83.1%) vs baseline: +0.1%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ tracecontext_headers

Time: ✅ 34.525µs (SLO: <40.000µs 📉 -13.7%) vs baseline: ~same

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ valid_headers_all

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ valid_headers_basic

Time: ✅ 6.099µs (SLO: <10.000µs 📉 -39.0%) vs baseline: +0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ wsgi_empty_headers

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.0%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ wsgi_invalid_priority_header

Time: ✅ 6.568µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.1%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ wsgi_invalid_tags_header

Time: ✅ 6.569µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.7%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.600µs (SLO: <10.000µs 📉 -34.0%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ wsgi_large_header_no_matches

Time: ✅ 28.638µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.2%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.812µs (SLO: <40.000µs 📉 -25.5%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.121µs (SLO: <20.000µs 📉 -49.4%) vs baseline: +0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.587µs (SLO: <20.000µs 📉 -42.1%) vs baseline: +0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ wsgi_valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ wsgi_valid_headers_basic

Time: ✅ 6.082µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.6%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.609µs (SLO: <30.000µs 📉 -28.0%) vs baseline: -0.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ with_all

Time: ✅ 29.112µs (SLO: <40.000µs 📉 -27.2%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ with_dd_origin

Time: ✅ 25.478µs (SLO: <30.000µs 📉 -15.1%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ with_priority_and_origin

Time: ✅ 24.939µs (SLO: <40.000µs 📉 -37.7%) vs baseline: +0.7%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ with_sampling_priority

Time: ✅ 21.729µs (SLO: <30.000µs 📉 -27.6%) vs baseline: +1.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ with_tags

Time: ✅ 27.154µs (SLO: <40.000µs 📉 -32.1%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ with_tags_invalid

Time: ✅ 28.607µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.5%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 28.329µs (SLO: <40.000µs 📉 -29.2%) vs baseline: +2.8%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.004µs (SLO: <40.000µs 📉 -20.0%) vs baseline: +0.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 28.816µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_findall_aspect

Time: ✅ 2.902µs (SLO: <10.000µs 📉 -71.0%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ re_findall_noaspect

Time: ✅ 1.425µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_finditer_aspect

Time: ✅ 4.479µs (SLO: <10.000µs 📉 -55.2%) vs baseline: -0.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.425µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_fullmatch_aspect

Time: ✅ 2.684µs (SLO: <10.000µs 📉 -73.2%) vs baseline: -1.0%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ re_fullmatch_noaspect

Time: ✅ 1.304µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.961µs (SLO: <10.000µs 📉 -70.4%) vs baseline: +0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.5%

✅ re_group_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.094µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +0.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 1.712µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.7%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 2.728µs (SLO: <10.000µs 📉 -72.7%) vs baseline: -0.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 1.310µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.607µs (SLO: <10.000µs 📉 -73.9%) vs baseline: +1.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_search_noaspect

Time: ✅ 1.224µs (SLO: <10.000µs 📉 -87.8%) vs baseline: +2.0%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_sub_aspect

Time: ✅ 3.427µs (SLO: <10.000µs 📉 -65.7%) vs baseline: +0.4%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ re_sub_noaspect

Time: ✅ 1.558µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +1.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_subn_aspect

Time: ✅ 3.644µs (SLO: <10.000µs 📉 -63.6%) vs baseline: +0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ re_subn_noaspect

Time: ✅ 1.640µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +0.8%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.3%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.8%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.3%

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.7%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ bytearray_aspect

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +5.6%

Memory: ✅ 37.867MB (SLO: <39.000MB -2.9%) vs baseline: +4.3%

✅ bytearray_extend_aspect

Time: ✅ 1.451µs (SLO: <10.000µs 📉 -85.5%) vs baseline: +0.3%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ bytearray_extend_noaspect

Time: ✅ 0.610µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ bytearray_noaspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +1.2%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ bytes_aspect

Time: ✅ 1.290µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.7%

Memory: ✅ 37.926MB (SLO: <39.000MB -2.8%) vs baseline: +4.7%

✅ bytes_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.4%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ bytesio_aspect

Time: ✅ 1.361µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +3.7%

✅ bytesio_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ capitalize_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: ~same

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.4%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ casefold_aspect

Time: ✅ 0.731µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ casefold_noaspect

Time: ✅ 0.375µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.2%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ decode_aspect

Time: ✅ 0.719µs (SLO: <10.000µs 📉 -92.8%) vs baseline: ~same

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.7%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ encode_aspect

Time: ✅ 0.709µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.6%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ encode_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +1.2%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 3.354µs (SLO: <10.000µs 📉 -66.5%) vs baseline: -1.1%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ format_map_aspect

Time: ✅ 3.629µs (SLO: <10.000µs 📉 -63.7%) vs baseline: -0.7%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

✅ format_map_noaspect

Time: ✅ 0.780µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.5%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

✅ format_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.1%) vs baseline: ~same

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ index_aspect

Time: ✅ 0.362µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ index_noaspect

Time: ✅ 0.281µs (SLO: <10.000µs 📉 -97.2%) vs baseline: ~same

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ join_aspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.6%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ join_noaspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.4%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.506µs (SLO: <20.000µs 📉 -87.5%) vs baseline: +1.2%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ ljust_noaspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.7%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.347µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +5.4%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.7%

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.3%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ lstrip_aspect

Time: ✅ 2.255µs (SLO: <20.000µs 📉 -88.7%) vs baseline: -0.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.6%

✅ lstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.3%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ modulo_aspect

Time: ✅ 0.999µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +0.2%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.538µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.9%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes

Time: ✅ 0.983µs (SLO: <10.000µs 📉 -90.2%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.211µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +1.8%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.7%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ replace_aspect

Time: ✅ 4.822µs (SLO: <10.000µs 📉 -51.8%) vs baseline: -0.8%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +5.3%

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.3%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.2%

✅ repr_aspect

Time: ✅ 0.915µs (SLO: <10.000µs 📉 -90.8%) vs baseline: +0.6%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ repr_noaspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 1.952µs (SLO: <20.000µs 📉 -90.2%) vs baseline: +1.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.7%

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.5%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.6%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 1.535µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.2%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.9%

✅ stringio_noaspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -1.0%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ strip_aspect

Time: ✅ 2.234µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.5%

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ swapcase_aspect

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.8%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: ~same

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 2.377µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +0.5%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.1%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

✅ translate_aspect

Time: ✅ 3.228µs (SLO: <10.000µs 📉 -67.7%) vs baseline: +0.5%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ translate_noaspect

Time: ✅ 1.036µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.1%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +5.0%

✅ upper_aspect

Time: ✅ 2.219µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -1.9%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.2%

✅ upper_noaspect

Time: ✅ 0.374µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.1%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.368µs (SLO: <10.000µs 📉 -56.3%) vs baseline: +0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ ospathbasename_noaspect

Time: ✅ 1.101µs (SLO: <10.000µs 📉 -89.0%) vs baseline: +1.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ ospathjoin_aspect

Time: ✅ 6.202µs (SLO: <10.000µs 📉 -38.0%) vs baseline: +1.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.294µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ ospathnormcase_aspect

Time: ✅ 3.484µs (SLO: <10.000µs 📉 -65.2%) vs baseline: ~same

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

✅ ospathnormcase_noaspect

Time: ✅ 0.573µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +1.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 5.163µs (SLO: <10.000µs 📉 -48.4%) vs baseline: +4.9%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ ospathsplit_noaspect

Time: ✅ 1.624µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.4%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ ospathsplitdrive_aspect

Time: ✅ 3.670µs (SLO: <10.000µs 📉 -63.3%) vs baseline: +1.0%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.705µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ ospathsplitext_aspect

Time: ✅ 4.564µs (SLO: <10.000µs 📉 -54.4%) vs baseline: +0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ ospathsplitext_noaspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +2.0%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.439µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +0.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 1.423µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -1.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ split_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ splitlines_aspect

Time: ✅ 1.436µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +1.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ splitlines_noaspect

Time: ✅ 0.588µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.150µs (SLO: <60.000µs 📉 -18.1%) vs baseline: -0.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.362ms (SLO: <42.000ms -3.9%) vs baseline: -0.1%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.3%

✅ add-link

Time: ✅ 36.494ms (SLO: <38.550ms -5.3%) vs baseline: +0.3%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 218.890ms (SLO: <232.000ms -5.7%) vs baseline: +0.8%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 211.481ms (SLO: <221.600ms -4.6%) vs baseline: +0.4%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.1%

✅ get-context

Time: ✅ 29.054ms (SLO: <31.300ms -7.2%) vs baseline: +0.3%

Memory: ✅ 34.583MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 29.128ms (SLO: <31.000ms -6.0%) vs baseline: +0.4%

Memory: ✅ 34.465MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.149ms (SLO: <65.850ms -4.1%) vs baseline: +0.1%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.7%

✅ set-status

Time: ✅ 31.792ms (SLO: <34.150ms -6.9%) vs baseline: -1.1%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.6%

✅ start

Time: ✅ 28.893ms (SLO: <30.150ms -4.2%) vs baseline: +0.5%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 33.711ms (SLO: <35.350ms -4.6%) vs baseline: -0.4%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 33.986ms (SLO: <35.450ms -4.1%) vs baseline: +0.4%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.5%

✅ update-name

Time: ✅ 31.157ms (SLO: <33.400ms -6.7%) vs baseline: +0.9%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +5.0%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.805ms (SLO: <354.300ms -3.2%) vs baseline: -0.5%

Memory: ✅ 38.228MB (SLO: <40.000MB -4.4%) vs baseline: +3.6%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

Memory: ✅ 36.438MB (SLO: <39.000MB -6.6%) vs baseline: +6.0%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.536µs (SLO: <170.000µs -9.1%) vs baseline: -0.2%

Memory: ✅ 37.029MB (SLO: <38.500MB -3.8%) vs baseline: +3.4%

✅ import_many_cached

Time: ✅ 121.160µs (SLO: <130.000µs -6.8%) vs baseline: +0.1%

Memory: ✅ 36.966MB (SLO: <38.500MB -4.0%) vs baseline: +3.5%

✅ import_many_stdlib

Time: ✅ 1.627ms (SLO: <1.750ms -7.0%) vs baseline: -0.4%

Memory: ✅ 37.532MB (SLO: <38.500MB -2.5%) vs baseline: +5.0%

✅ import_many_stdlib_cached

Time: ✅ 0.976ms (SLO: <1.100ms 📉 -11.3%) vs baseline: -0.6%

Memory: ✅ 37.051MB (SLO: <38.500MB -3.8%) vs baseline: +3.4%

✅ import_many_unknown

Time: ✅ 828.535µs (SLO: <890.000µs -6.9%) vs baseline: -1.3%

Memory: ✅ 37.320MB (SLO: <38.500MB -3.1%) vs baseline: +5.7%

✅ import_many_unknown_cached

Time: ✅ 786.353µs (SLO: <870.000µs -9.6%) vs baseline: -0.1%

Memory: ✅ 37.304MB (SLO: <38.500MB -3.1%) vs baseline: +4.5%

✅ import_one

Time: ✅ 19.760µs (SLO: <30.000µs 📉 -34.1%) vs baseline: -0.4%

Memory: ✅ 37.281MB (SLO: <39.000MB -4.4%) vs baseline: +5.3%

✅ import_one_cache

Time: ✅ 6.286µs (SLO: <10.000µs 📉 -37.1%) vs baseline: -0.4%

Memory: ✅ 37.108MB (SLO: <38.500MB -3.6%) vs baseline: +4.0%

✅ import_one_stdlib

Time: ✅ 18.773µs (SLO: <20.000µs -6.1%) vs baseline: +0.7%

Memory: ✅ 37.145MB (SLO: <38.500MB -3.5%) vs baseline: +4.3%

✅ import_one_stdlib_cache

Time: ✅ 6.296µs (SLO: <10.000µs 📉 -37.0%) vs baseline: -0.2%

Memory: ✅ 36.992MB (SLO: <38.500MB -3.9%) vs baseline: +3.8%

✅ import_one_unknown

Time: ✅ 45.508µs (SLO: <50.000µs -9.0%) vs baseline: +0.5%

Memory: ✅ 37.441MB (SLO: <38.500MB -2.8%) vs baseline: +6.0%

✅ import_one_unknown_cache

Time: ✅ 6.317µs (SLO: <10.000µs 📉 -36.8%) vs baseline: ~same

Memory: ✅ 37.019MB (SLO: <38.500MB -3.8%) vs baseline: +3.9%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.6%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.383µs (SLO: <10.000µs 📉 -76.2%) vs baseline: -1.4%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.349µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.4%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +5.0%

✅ low_rate_limit

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -1.3%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +5.1%

✅ no_rate_limit

Time: ✅ 0.827µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

Memory: ✅ 31.674MB (SLO: <34.000MB -6.8%) vs baseline: +4.4%

✅ short_window

Time: ✅ 2.495µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.7%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +5.1%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.569ms (SLO: <320.950ms -3.5%) vs baseline: +0.2%

Memory: ✅ 32.893MB (SLO: <34.500MB -4.7%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 327.140ms (SLO: <359.150ms -8.9%) vs baseline: +0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ medium

Time: ✅ 7.043ms (SLO: <7.400ms -4.8%) vs baseline: -0.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.5%

✅ shallow

Time: ✅ 0.958ms (SLO: <1.050ms -8.8%) vs baseline: +0.2%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 147.810µs (SLO: <290.000µs 📉 -49.0%) vs baseline: ~same

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ high_match

Time: ✅ 193.890µs (SLO: <480.000µs 📉 -59.6%) vs baseline: -0.8%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

✅ low_match

Time: ✅ 100.885µs (SLO: <120.000µs 📉 -15.9%) vs baseline: +0.5%

Memory: ✅ 632.578MB (SLO: <700.000MB -9.6%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.889ms (SLO: <8.500ms 📉 -66.0%) vs baseline: -0.2%

Memory: ✅ 70.325MB (SLO: <75.000MB -6.2%) vs baseline: +4.8%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.527µs (SLO: <20.000µs 📉 -47.4%) vs baseline: ~same

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 39.905µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.6%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 40.517µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.3%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 39.690µs (SLO: <50.000µs 📉 -20.6%) vs baseline: ~same

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ no-useragentvariant

Time: ✅ 38.523µs (SLO: <50.000µs 📉 -23.0%) vs baseline: -0.4%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +4.7%

✅ obfuscation-no-query

Time: ✅ 40.109µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.9%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.8%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.633µs (SLO: <90.000µs 📉 -16.0%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +4.7%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.225µs (SLO: <90.000µs 📉 -15.3%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +4.8%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.096µs (SLO: <170.000µs -9.4%) vs baseline: -0.2%

Memory: ✅ 32.971MB (SLO: <34.500MB -4.4%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.217µs (SLO: <160.000µs -7.4%) vs baseline: ~same

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.461µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +5.0%

✅ useragentvariant_exists_1

Time: ✅ 39.261µs (SLO: <50.000µs 📉 -21.5%) vs baseline: -0.4%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

✅ useragentvariant_exists_2

Time: ✅ 40.264µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.4%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.460µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -1.1%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_not_exists_1

Time: ✅ 39.304µs (SLO: <50.000µs 📉 -21.4%) vs baseline: +0.2%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.154µs (SLO: <50.000µs 📉 -21.7%) vs baseline: -0.4%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.385µs (SLO: <20.000µs 📉 -83.1%) vs baseline: +7.5%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 213.517µs (SLO: <250.000µs 📉 -14.6%) vs baseline: +0.1%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ 1-distribution-metric-1-times

Time: ✅ 2.963µs (SLO: <20.000µs 📉 -85.2%) vs baseline: +0.3%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

✅ 1-distribution-metrics-100-times

Time: ✅ 190.723µs (SLO: <220.000µs 📉 -13.3%) vs baseline: -0.2%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ 1-gauge-metric-1-times

Time: ✅ 2.132µs (SLO: <20.000µs 📉 -89.3%) vs baseline: +0.6%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.6%

✅ 1-gauge-metrics-100-times

Time: ✅ 124.993µs (SLO: <150.000µs 📉 -16.7%) vs baseline: -0.5%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

✅ 1-rate-metric-1-times

Time: ✅ 3.189µs (SLO: <20.000µs 📉 -84.1%) vs baseline: +1.4%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ 1-rate-metrics-100-times

Time: ✅ 211.448µs (SLO: <250.000µs 📉 -15.4%) vs baseline: -1.3%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

✅ 100-count-metrics-100-times

Time: ✅ 21.596ms (SLO: <23.500ms -8.1%) vs baseline: +0.3%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.018ms (SLO: <2.250ms 📉 -10.3%) vs baseline: +1.0%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.297ms (SLO: <1.550ms 📉 -16.3%) vs baseline: +0.7%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.208ms (SLO: <2.550ms 📉 -13.4%) vs baseline: +1.7%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ flush-1-metric

Time: ✅ 4.357µs (SLO: <20.000µs 📉 -78.2%) vs baseline: +1.6%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ flush-100-metrics

Time: ✅ 182.987µs (SLO: <250.000µs 📉 -26.8%) vs baseline: +0.9%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ flush-1000-metrics

Time: ✅ 2.226ms (SLO: <2.500ms 📉 -11.0%) vs baseline: +0.7%

Memory: ✅ 32.971MB (SLO: <34.500MB -4.4%) vs baseline: +5.2%

✅ tracer - 6/6

✅ large

Time: ✅ 30.497ms (SLO: <32.950ms -7.4%) vs baseline: +0.5%

Memory: ✅ 33.266MB (SLO: <34.500MB -3.6%) vs baseline: +4.8%

✅ medium

Time: ✅ 2.965ms (SLO: <3.200ms -7.3%) vs baseline: +0.4%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.5%

✅ small

Time: ✅ 333.030µs (SLO: <370.000µs -10.0%) vs baseline: +0.2%

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%) vs baseline: +4.4%

ℹ️ Scenarios Missing SLO Configuration (9 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

coreapiscenario-core_dispatch_listeners
coreapiscenario-core_dispatch_no_listeners
coreapiscenario-core_dispatch_with_results_listeners
coreapiscenario-core_dispatch_with_results_no_listeners
djangosimple-baseline
errortrackingdjangosimple-baseline
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline

Yun-Kim

Great work @PROFeNoM! Just a couple clarifying questions but otherwise should be good to stamp once addressed

ddtrace/contrib/internal/openai/patch.py

ddtrace/llmobs/_utils.py

tests/contrib/openai/test_openai_llmobs.py

…perations + generate cassettes/snapshots

Yun-Kim

Great work @PROFeNoM! 🚢

Kyle-Verhoog · 2025-10-10T14:06:33Z

riotfile.py

                Venv(
                    pys=select_pys(min_version="3.8", max_version="3.13"),
                    pkgs={
-                        "openai": [latest, "~=1.76.2", "==1.66.0"],


intentional to drop testing latest here?

If my understanding is correct, the CI was currently testing v1.91.0 (see requirement files). However, I needed 1.92.0+ for the parse methods to be available.

Given that v2 of the openai client got released, I deemed it OK to separate things in two PRs. There might have been breaking changes that make the v1 test fail, which could require changes beyond the initial scope of this PR.

If you prefer, I can try to look at it in this PR though 👍

PROFeNoM self-assigned this Oct 9, 2025

PROFeNoM force-pushed the alex/feat/openai-parse branch 2 times, most recently from ba86c1d to 439cc4a Compare October 9, 2025 08:24

PROFeNoM force-pushed the alex/feat/openai-parse branch 2 times, most recently from 87ca2e5 to caa8f9f Compare October 9, 2025 09:14

PROFeNoM marked this pull request as ready for review October 10, 2025 13:34

PROFeNoM requested review from a team as code owners October 10, 2025 13:34

PROFeNoM requested review from Yun-Kim, juanjux and wantsui October 10, 2025 13:34

emmettbutler approved these changes Oct 10, 2025

View reviewed changes

Yun-Kim reviewed Oct 10, 2025

View reviewed changes

ddtrace/contrib/internal/openai/patch.py Outdated Show resolved Hide resolved

ddtrace/contrib/internal/openai/patch.py Outdated Show resolved Hide resolved

ddtrace/llmobs/_utils.py Show resolved Hide resolved

tests/contrib/openai/test_openai_llmobs.py Outdated Show resolved Hide resolved

PROFeNoM force-pushed the alex/feat/openai-parse branch from 733a49d to 5b5197c Compare October 13, 2025 09:30

PROFeNoM added 5 commits October 14, 2025 13:04

feat(openai): add parse hooks for chat completions and responses

0771832

fix: Filter out None values from Pydantic model serialization

f248ccb

Add parseChatCompletion and parseResponse to the list of traced o…

96d36dc

…perations + generate cassettes/snapshots

update registry

84b5047

Extract class name in load_data_value + simplify check

580336a

PROFeNoM force-pushed the alex/feat/openai-parse branch from 5b5197c to 580336a Compare October 14, 2025 11:04

Yun-Kim approved these changes Oct 14, 2025

View reviewed changes

Merge branch 'main' into alex/feat/openai-parse

5520b5c

Yun-Kim enabled auto-merge (squash) October 14, 2025 15:11

Kyle-Verhoog reviewed Oct 14, 2025

View reviewed changes

feat(openai): add parse hooks for chat completions and responses #14824

Are you sure you want to change the base?

feat(openai): add parse hooks for chat completions and responses #14824

Uh oh!

Conversation

PROFeNoM commented Oct 9, 2025 • edited by Kyle-Verhoog Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Description

Implementation

Test Version Changes

Metadata Fix

Testing

Risks

Additional Notes

Uh oh!

github-actions bot commented Oct 9, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

github-actions bot commented Oct 9, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Bootstrap import analysis

Summary

Import time breakdown

Uh oh!

pr-commenter bot commented Oct 9, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Performance SLOs

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ update-name

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ start-finish-traceid128

✅ start-traceid128

✅ update-name

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

PROFeNoM commented Oct 9, 2025 •

edited by Kyle-Verhoog

Loading

github-actions bot commented Oct 9, 2025 •

edited

Loading

github-actions bot commented Oct 9, 2025 •

edited

Loading

pr-commenter bot commented Oct 9, 2025 •

edited

Loading