feat(ai_guard): migrate the AI Guard SDK to V2 of the message format #14916

manuel-alvarez-alvarez · 2025-10-16T13:48:58Z

Description

Upgrade the message format to V2 of the AI Guard REST API spec.

Testing

Risks

Since the current adoption of the SDK is low we've decide to drop V1 support in order to reduce extra code.

Additional Notes

github-actions · 2025-10-16T13:49:43Z

CODEOWNERS have been resolved as:

releasenotes/notes/upgrade-AI-Guard-message-format-to-V2-7676d734570065d9.yaml  @DataDog/apm-python
ddtrace/appsec/_ai_guard/_langchain.py                                  @DataDog/asm-python
ddtrace/appsec/ai_guard/__init__.py                                     @DataDog/asm-python
ddtrace/appsec/ai_guard/_api_client.py                                  @DataDog/asm-python
ddtrace/contrib/internal/langchain/patch.py                             @DataDog/ml-observability
ddtrace/internal/constants.py                                           @DataDog/apm-core-python
ddtrace/settings/_config.py                                             @DataDog/apm-core-python
ddtrace/settings/asm.py                                                 @DataDog/asm-python
tests/appsec/ai_guard/api/conftest.py                                   @DataDog/asm-python
tests/appsec/ai_guard/api/test_api_client.py                            @DataDog/asm-python
tests/appsec/ai_guard/langchain/conftest.py                             @DataDog/asm-python
tests/appsec/ai_guard/langchain/test_langchain.py                       @DataDog/asm-python
tests/appsec/ai_guard/utils.py                                          @DataDog/asm-python
tests/utils.py                                                          @DataDog/python-guild

github-actions · 2025-10-16T14:14:44Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 243 ± 5 ms.

The average import time from base is: 246 ± 5 ms.

The import time difference between this PR and base is: -3.5 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.171 ms (0.89%)

ddtrace.bootstrap.sitecustomize 1.476 ms (0.61%)

ddtrace.bootstrap.preload 1.476 ms (0.61%)

ddtrace.internal.remoteconfig.client 0.686 ms (0.28%)

ddtrace 0.695 ms (0.29%)

ddtrace.internal._unpatched 0.032 ms (0.01%)

json 0.032 ms (0.01%)

json.decoder 0.032 ms (0.01%)

re 0.032 ms (0.01%)

enum 0.032 ms (0.01%)

types 0.032 ms (0.01%)

CircleCI:langchain

pr-commenter · 2025-10-20T11:11:26Z

Performance SLOs

Comparing candidate malvarez/ai-guard-v2 (c5e0d86) with baseline main (6b54ca3)

❌ Test Failures (1 suite)

❌ otelspan - 20/22

✅ add-event

Time: ✅ 40.135ms (SLO: <47.150ms 📉 -14.9%) vs baseline: +0.4%

Memory: ✅ 43.752MB (SLO: <47.000MB -6.9%) vs baseline: +4.8%

❌ add-metrics

Time: ✅ 316.385ms (SLO: <344.800ms -8.2%) vs baseline: -0.2%

Memory: ❌ 652.456MB (SLO: <630.000MB +3.6%) vs baseline: +4.9%

❌ add-tags

Time: ✅ 286.516ms (SLO: <314.000ms -8.8%) vs baseline: +0.3%

Memory: ❌ 653.742MB (SLO: <630.000MB +3.8%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.032ms (SLO: <92.350ms 📉 -13.3%) vs baseline: +0.2%

Memory: ✅ 39.602MB (SLO: <46.500MB 📉 -14.8%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 38.587ms (SLO: <44.500ms 📉 -13.3%) vs baseline: +1.6%

Memory: ✅ 43.243MB (SLO: <47.500MB -9.0%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 57.973ms (SLO: <67.650ms 📉 -14.3%) vs baseline: -0.2%

Memory: ✅ 39.935MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.8%

✅ set-status

Time: ✅ 44.322ms (SLO: <50.400ms 📉 -12.1%) vs baseline: +1.5%

Memory: ✅ 43.220MB (SLO: <47.000MB -8.0%) vs baseline: +5.0%

✅ start

Time: ✅ 37.379ms (SLO: <43.450ms 📉 -14.0%) vs baseline: +0.3%

Memory: ✅ 43.205MB (SLO: <47.000MB -8.1%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 81.982ms (SLO: <88.000ms -6.8%) vs baseline: +0.2%

Memory: ✅ 34.524MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 83.454ms (SLO: <89.000ms -6.2%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.9%

✅ update-name

Time: ✅ 39.093ms (SLO: <45.150ms 📉 -13.4%) vs baseline: +0.4%

Memory: ✅ 43.432MB (SLO: <47.000MB -7.6%) vs baseline: +4.7%

🟡 Near SLO Breach (3 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.502ms (SLO: <22.300ms -8.1%) vs baseline: -0.2%

Memory: ✅ 65.588MB (SLO: <67.000MB -2.1%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.2%) vs baseline: -0.3%

Memory: ✅ 64.577MB (SLO: <67.000MB -3.6%) vs baseline: +4.8%

✅ iast

Time: ✅ 20.505ms (SLO: <22.250ms -7.8%) vs baseline: ~same

Memory: ✅ 65.548MB (SLO: <67.000MB -2.2%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.314ms (SLO: <16.550ms -7.5%) vs baseline: -0.3%

Memory: ✅ 54.181MB (SLO: <54.500MB 🟡 -0.6%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 20.554ms (SLO: <21.750ms -5.5%) vs baseline: +0.2%

Memory: ✅ 65.590MB (SLO: <67.000MB -2.1%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 25.305ms (SLO: <28.200ms 📉 -10.3%) vs baseline: -0.5%

Memory: ✅ 68.527MB (SLO: <69.500MB 🟡 -1.4%) vs baseline: +6.1%

✅ tracer

Time: ✅ 20.517ms (SLO: <21.750ms -5.7%) vs baseline: +0.3%

Memory: ✅ 65.525MB (SLO: <67.000MB -2.2%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 22.096ms (SLO: <23.500ms -6.0%) vs baseline: -0.2%

Memory: ✅ 66.935MB (SLO: <67.500MB 🟡 -0.8%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.329ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.2%

Memory: ✅ 65.559MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.606ms (SLO: <17.500ms -5.1%) vs baseline: -0.3%

Memory: ✅ 65.486MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.489ms (SLO: <21.750ms -5.8%) vs baseline: -0.2%

Memory: ✅ 71.328MB (SLO: <72.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 18.500ms (SLO: <19.650ms -5.9%) vs baseline: ~same

Memory: ✅ 65.600MB (SLO: <67.000MB -2.1%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 18.793ms (SLO: <20.100ms -6.5%) vs baseline: +0.3%

Memory: ✅ 65.581MB (SLO: <67.000MB -2.1%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 20.196ms (SLO: <21.500ms -6.1%) vs baseline: +0.2%

Memory: ✅ 65.525MB (SLO: <67.000MB -2.2%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 20.355ms (SLO: <22.000ms -7.5%) vs baseline: +0.3%

Memory: ✅ 65.525MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.578ms (SLO: <4.750ms -3.6%) vs baseline: -0.5%

Memory: ✅ 61.932MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 6.595ms (SLO: <6.750ms -2.3%) vs baseline: +0.1%

Memory: ✅ 62.089MB (SLO: <65.000MB -4.5%) vs baseline: +5.2%

✅ appsec-telemetry

Time: ✅ 4.582ms (SLO: <4.750ms -3.5%) vs baseline: -0.4%

Memory: ✅ 61.991MB (SLO: <65.000MB -4.6%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.853ms (SLO: <2.000ms -7.4%) vs baseline: ~same

Memory: ✅ 45.574MB (SLO: <47.000MB -3.0%) vs baseline: +4.5%

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.3%) vs baseline: -0.3%

Memory: ✅ 42.448MB (SLO: <49.000MB 📉 -13.4%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.906ms (SLO: <2.100ms -9.3%) vs baseline: -0.3%

Memory: ✅ 46.458MB (SLO: <47.000MB 🟡 -1.2%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.381ms (SLO: <3.650ms -7.4%) vs baseline: -0.2%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +4.7%

✅ tracer

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: +0.2%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.355ms (SLO: <3.650ms -8.1%) vs baseline: +0.3%

Memory: ✅ 58.296MB (SLO: <60.000MB -2.8%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.946ms (SLO: <4.200ms -6.0%) vs baseline: ~same

Memory: ✅ 62.254MB (SLO: <66.000MB -5.7%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.441ms (SLO: <2.800ms 📉 -12.8%) vs baseline: -0.4%

Memory: ✅ 58.859MB (SLO: <60.000MB 🟡 -1.9%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.4%) vs baseline: -0.1%

Memory: ✅ 52.339MB (SLO: <54.500MB -4.0%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.334µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +0.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.283µs (SLO: <10.000µs 📉 -67.2%) vs baseline: -0.7%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +2.8%

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

✅ get_item_missing

Time: ✅ 0.646µs (SLO: <10.000µs 📉 -93.5%) vs baseline: +2.3%

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

✅ set_item

Time: ✅ 24.397µs (SLO: <30.000µs 📉 -18.7%) vs baseline: +1.1%

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

✅ All Tests Passing (14 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.085ms (SLO: <2.300ms -9.3%) vs baseline: ~same

Memory: ✅ 52.323MB (SLO: <53.500MB -2.2%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 2.082ms (SLO: <2.250ms -7.5%) vs baseline: ~same

Memory: ✅ 52.408MB (SLO: <53.500MB -2.0%) vs baseline: +5.1%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms 📉 -10.0%) vs baseline: -0.5%

Memory: ✅ 52.351MB (SLO: <53.500MB -2.1%) vs baseline: +5.1%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.018µs (SLO: <100.000µs 📉 -19.0%) vs baseline: +0.5%

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

✅ b3_headers

Time: ✅ 14.181µs (SLO: <20.000µs 📉 -29.1%) vs baseline: -0.5%

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

✅ b3_single_headers

Time: ✅ 13.319µs (SLO: <20.000µs 📉 -33.4%) vs baseline: +0.6%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.483µs (SLO: <80.000µs 📉 -19.4%) vs baseline: +1.0%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.047µs (SLO: <80.000µs 📉 -17.4%) vs baseline: ~same

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

✅ empty_headers

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

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

✅ full_t_id_datadog_headers

Time: ✅ 23.047µs (SLO: <30.000µs 📉 -23.2%) vs baseline: +0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ invalid_priority_header

Time: ✅ 6.580µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.3%

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

✅ invalid_span_id_header

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

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

✅ invalid_tags_header

Time: ✅ 6.553µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.1%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.4%

✅ invalid_trace_id_header

Time: ✅ 6.550µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.1%

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

✅ large_header_no_matches

Time: ✅ 27.537µs (SLO: <30.000µs -8.2%) vs baseline: -0.4%

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

✅ large_valid_headers_all

Time: ✅ 28.719µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.3%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ medium_header_no_matches

Time: ✅ 9.875µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.5%

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

✅ medium_valid_headers_all

Time: ✅ 11.175µs (SLO: <20.000µs 📉 -44.1%) vs baseline: -0.7%

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

✅ none_propagation_style

Time: ✅ 1.706µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.3%

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

✅ tracecontext_headers

Time: ✅ 34.444µs (SLO: <40.000µs 📉 -13.9%) vs baseline: ~same

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

✅ valid_headers_all

Time: ✅ 6.538µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.2%

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

✅ valid_headers_basic

Time: ✅ 6.107µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.6%

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

✅ wsgi_empty_headers

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.4%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.598µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.2%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.4%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.589µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.594µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.3%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.790µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.2%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.796µs (SLO: <40.000µs 📉 -25.5%) vs baseline: +0.4%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.087µs (SLO: <20.000µs 📉 -49.6%) vs baseline: -0.8%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.503µs (SLO: <20.000µs 📉 -42.5%) vs baseline: +0.2%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.553µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.4%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.078µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.9%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.424µs (SLO: <30.000µs 📉 -28.6%) vs baseline: +0.2%

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

✅ with_all

Time: ✅ 28.717µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.1%

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

✅ with_dd_origin

Time: ✅ 25.192µs (SLO: <30.000µs 📉 -16.0%) vs baseline: -0.5%

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

✅ with_priority_and_origin

Time: ✅ 24.480µs (SLO: <40.000µs 📉 -38.8%) vs baseline: -0.6%

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

✅ with_sampling_priority

Time: ✅ 21.404µs (SLO: <30.000µs 📉 -28.7%) vs baseline: +0.4%

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

✅ with_tags

Time: ✅ 26.758µs (SLO: <40.000µs 📉 -33.1%) vs baseline: -0.3%

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

✅ with_tags_invalid

Time: ✅ 28.398µs (SLO: <40.000µs 📉 -29.0%) vs baseline: ~same

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

✅ with_tags_max_size

Time: ✅ 27.224µs (SLO: <40.000µs 📉 -31.9%) vs baseline: -0.7%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.245µs (SLO: <40.000µs 📉 -19.4%) vs baseline: +0.9%

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

✅ re_expand_noaspect

Time: ✅ 28.714µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.4%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.1%

✅ re_findall_aspect

Time: ✅ 2.887µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -0.4%

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

✅ re_findall_noaspect

Time: ✅ 1.402µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.4%

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

✅ re_finditer_aspect

Time: ✅ 4.431µs (SLO: <10.000µs 📉 -55.7%) vs baseline: ~same

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

✅ re_finditer_noaspect

Time: ✅ 1.397µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.8%

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

✅ re_fullmatch_aspect

Time: ✅ 2.839µs (SLO: <10.000µs 📉 -71.6%) vs baseline: +6.1%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ re_fullmatch_noaspect

Time: ✅ 1.287µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.4%

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

✅ re_group_aspect

Time: ✅ 3.124µs (SLO: <10.000µs 📉 -68.8%) vs baseline: +5.9%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ re_group_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: ~same

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

✅ re_groups_aspect

Time: ✅ 3.244µs (SLO: <10.000µs 📉 -67.6%) vs baseline: +6.1%

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

✅ re_groups_noaspect

Time: ✅ 1.698µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.7%

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

✅ re_match_aspect

Time: ✅ 2.875µs (SLO: <10.000µs 📉 -71.2%) vs baseline: +7.2%

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

✅ re_match_noaspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.9%

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

✅ re_search_aspect

Time: ✅ 2.541µs (SLO: <10.000µs 📉 -74.6%) vs baseline: -0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 1.189µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.4%

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

✅ re_sub_aspect

Time: ✅ 3.394µs (SLO: <10.000µs 📉 -66.1%) vs baseline: ~same

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

✅ re_sub_noaspect

Time: ✅ 1.534µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.7%

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

✅ re_subn_aspect

Time: ✅ 3.707µs (SLO: <10.000µs 📉 -62.9%) vs baseline: ~same

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

✅ re_subn_noaspect

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.7%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.1%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: ~same

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

✅ add_inplace_aspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.5%

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

✅ add_inplace_noaspect

Time: ✅ 0.315µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.4%

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

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.7%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 1.358µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.2%

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

✅ bytearray_extend_aspect

Time: ✅ 1.502µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -0.3%

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

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: ~same

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

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.6%

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

✅ bytes_aspect

Time: ✅ 1.293µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.2%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +4.9%

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

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

✅ bytesio_aspect

Time: ✅ 1.350µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.7%

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

✅ bytesio_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.7%

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.2%

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

✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.4%

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

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.6%

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

✅ casefold_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.0%

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

✅ decode_aspect

Time: ✅ 0.729µs (SLO: <10.000µs 📉 -92.7%) vs baseline: ~same

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

✅ decode_noaspect

Time: ✅ 0.424µs (SLO: <10.000µs 📉 -95.8%) vs baseline: ~same

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.0%

✅ encode_aspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.2%

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

✅ encode_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +1.0%

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

✅ format_aspect

Time: ✅ 3.394µs (SLO: <10.000µs 📉 -66.1%) vs baseline: +0.9%

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

✅ format_map_aspect

Time: ✅ 3.651µs (SLO: <10.000µs 📉 -63.5%) vs baseline: -0.8%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ format_map_noaspect

Time: ✅ 0.773µs (SLO: <10.000µs 📉 -92.3%) vs baseline: ~same

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

✅ format_noaspect

Time: ✅ 0.597µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.5%

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

✅ index_aspect

Time: ✅ 0.360µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.5%

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

✅ index_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.9%

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

✅ join_aspect

Time: ✅ 1.356µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.6%

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

✅ join_noaspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.594µs (SLO: <20.000µs 📉 -87.0%) vs baseline: +0.8%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.2%

✅ ljust_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.2%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.199µs (SLO: <10.000µs 📉 -78.0%) vs baseline: +0.2%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.2%

✅ lower_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.3%

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

✅ lstrip_aspect

Time: ✅ 2.196µs (SLO: <20.000µs 📉 -89.0%) vs baseline: -0.8%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.7%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.0%

✅ modulo_aspect

Time: ✅ 0.996µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +1.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.7%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.577µs (SLO: <10.000µs 📉 -84.2%) vs baseline: +0.8%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes

Time: ✅ 0.974µs (SLO: <10.000µs 📉 -90.3%) vs baseline: +0.7%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.235µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +1.2%

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

✅ modulo_noaspect

Time: ✅ 0.629µs (SLO: <10.000µs 📉 -93.7%) vs baseline: ~same

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ replace_aspect

Time: ✅ 4.914µs (SLO: <10.000µs 📉 -50.9%) vs baseline: ~same

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

✅ replace_noaspect

Time: ✅ 0.463µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.7%

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

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.5%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ repr_noaspect

Time: ✅ 0.414µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 1.903µs (SLO: <20.000µs 📉 -90.5%) vs baseline: -0.8%

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

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

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

✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.5%

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

✅ stringio_aspect

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ stringio_noaspect

Time: ✅ 0.714µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.4%

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

✅ strip_aspect

Time: ✅ 2.199µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.8%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ strip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

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

✅ swapcase_aspect

Time: ✅ 2.386µs (SLO: <10.000µs 📉 -76.1%) vs baseline: ~same

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

✅ swapcase_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.2%

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

✅ title_aspect

Time: ✅ 2.342µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +1.4%

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

✅ title_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.0%

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

✅ translate_aspect

Time: ✅ 3.215µs (SLO: <10.000µs 📉 -67.8%) vs baseline: +0.3%

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

✅ translate_noaspect

Time: ✅ 1.042µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.1%

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

✅ upper_aspect

Time: ✅ 2.195µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.7%

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

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

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

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.203µs (SLO: <10.000µs 📉 -58.0%) vs baseline: -1.0%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.0%

✅ ospathbasename_noaspect

Time: ✅ 1.093µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.8%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ ospathjoin_aspect

Time: ✅ 6.146µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.6%

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

✅ ospathjoin_noaspect

Time: ✅ 2.279µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -1.0%

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

✅ ospathnormcase_aspect

Time: ✅ 3.458µs (SLO: <10.000µs 📉 -65.4%) vs baseline: -0.3%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.7%

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

✅ ospathsplit_aspect

Time: ✅ 4.770µs (SLO: <10.000µs 📉 -52.3%) vs baseline: ~same

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

✅ ospathsplit_noaspect

Time: ✅ 1.594µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ ospathsplitdrive_aspect

Time: ✅ 3.659µs (SLO: <10.000µs 📉 -63.4%) vs baseline: -0.2%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: ~same

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 4.525µs (SLO: <10.000µs 📉 -54.8%) vs baseline: +0.5%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.377µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.5%

Memory: ✅ 38.142MB (SLO: <39.000MB -2.2%) vs baseline: +4.9%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.447µs (SLO: <10.000µs 📉 -85.5%) vs baseline: -0.5%

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

✅ rsplit_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

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

✅ split_aspect

Time: ✅ 1.401µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.2%

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

✅ split_noaspect

Time: ✅ 0.574µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +1.7%

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

✅ splitlines_aspect

Time: ✅ 1.359µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -1.0%

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

✅ splitlines_noaspect

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.3%

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.995µs (SLO: <60.000µs 📉 -18.3%) vs baseline: +0.5%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.468ms (SLO: <42.000ms -3.6%) vs baseline: +0.6%

Memory: ✅ 34.957MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +5.3%

✅ add-link

Time: ✅ 36.292ms (SLO: <38.550ms -5.9%) vs baseline: -0.2%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +5.6%

✅ add-metrics

Time: ✅ 220.075ms (SLO: <232.000ms -5.1%) vs baseline: -0.7%

Memory: ✅ 34.839MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 211.638ms (SLO: <221.600ms -4.5%) vs baseline: +0.6%

Memory: ✅ 34.780MB (SLO: <39.000MB 📉 -10.8%) vs baseline: +4.6%

✅ get-context

Time: ✅ 29.004ms (SLO: <31.300ms -7.3%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <39.000MB 📉 -10.9%) vs baseline: +4.4%

✅ is-recording

Time: ✅ 29.097ms (SLO: <31.000ms -6.1%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.978ms (SLO: <65.850ms -2.8%) vs baseline: +1.2%

Memory: ✅ 34.859MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +4.6%

✅ set-status

Time: ✅ 31.761ms (SLO: <34.150ms -7.0%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +5.2%

✅ start

Time: ✅ 28.882ms (SLO: <30.150ms -4.2%) vs baseline: +1.6%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +3.9%

✅ start-finish

Time: ✅ 33.929ms (SLO: <35.350ms -4.0%) vs baseline: +0.9%

Memory: ✅ 34.819MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 33.877ms (SLO: <35.450ms -4.4%) vs baseline: +0.2%

Memory: ✅ 34.898MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.9%

✅ update-name

Time: ✅ 30.935ms (SLO: <33.400ms -7.4%) vs baseline: +0.4%

Memory: ✅ 34.819MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +4.7%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.249µs (SLO: <170.000µs -8.7%) vs baseline: -0.4%

Memory: ✅ 36.745MB (SLO: <38.500MB -4.6%) vs baseline: +4.4%

✅ import_many_cached

Time: ✅ 121.337µs (SLO: <130.000µs -6.7%) vs baseline: +0.1%

Memory: ✅ 36.723MB (SLO: <38.500MB -4.6%) vs baseline: +4.3%

✅ import_many_stdlib

Time: ✅ 1.638ms (SLO: <1.750ms -6.4%) vs baseline: +0.1%

Memory: ✅ 36.690MB (SLO: <38.500MB -4.7%) vs baseline: +4.1%

✅ import_many_stdlib_cached

Time: ✅ 0.979ms (SLO: <1.100ms 📉 -11.0%) vs baseline: -0.3%

Memory: ✅ 37.082MB (SLO: <38.500MB -3.7%) vs baseline: +5.3%

✅ import_many_unknown

Time: ✅ 826.042µs (SLO: <890.000µs -7.2%) vs baseline: -0.8%

Memory: ✅ 37.037MB (SLO: <38.500MB -3.8%) vs baseline: +4.8%

✅ import_many_unknown_cached

Time: ✅ 797.945µs (SLO: <870.000µs -8.3%) vs baseline: +0.7%

Memory: ✅ 36.793MB (SLO: <38.500MB -4.4%) vs baseline: +3.6%

✅ import_one

Time: ✅ 19.787µs (SLO: <30.000µs 📉 -34.0%) vs baseline: ~same

Memory: ✅ 36.911MB (SLO: <39.000MB -5.4%) vs baseline: +5.4%

✅ import_one_cache

Time: ✅ 6.272µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 36.503MB (SLO: <38.500MB -5.2%) vs baseline: +3.7%

✅ import_one_stdlib

Time: ✅ 18.623µs (SLO: <20.000µs -6.9%) vs baseline: -0.3%

Memory: ✅ 36.590MB (SLO: <38.500MB -5.0%) vs baseline: +4.3%

✅ import_one_stdlib_cache

Time: ✅ 6.286µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.6%

Memory: ✅ 36.601MB (SLO: <38.500MB -4.9%) vs baseline: +4.0%

✅ import_one_unknown

Time: ✅ 45.240µs (SLO: <50.000µs -9.5%) vs baseline: +0.1%

Memory: ✅ 36.777MB (SLO: <38.500MB -4.5%) vs baseline: +4.8%

✅ import_one_unknown_cache

Time: ✅ 6.361µs (SLO: <10.000µs 📉 -36.4%) vs baseline: +1.9%

Memory: ✅ 36.728MB (SLO: <38.500MB -4.6%) vs baseline: +4.2%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 138.263µs (SLO: <290.000µs 📉 -52.3%) vs baseline: ~same

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ high_match

Time: ✅ 173.892µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.1%

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

✅ low_match

Time: ✅ 98.923µs (SLO: <120.000µs 📉 -17.6%) vs baseline: -0.5%

Memory: ✅ 600.915MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.658ms (SLO: <8.500ms 📉 -68.7%) vs baseline: -0.6%

Memory: ✅ 68.315MB (SLO: <75.000MB -8.9%) vs baseline: +4.8%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.645µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +0.9%

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

✅ all-enabled

Time: ✅ 40.691µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +1.5%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 40.861µs (SLO: <50.000µs 📉 -18.3%) vs baseline: ~same

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 39.580µs (SLO: <50.000µs 📉 -20.8%) vs baseline: -1.1%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.418µs (SLO: <50.000µs 📉 -23.2%) vs baseline: -0.5%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

✅ obfuscation-no-query

Time: ✅ 40.254µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.6%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.478µs (SLO: <90.000µs 📉 -16.1%) vs baseline: -0.6%

Memory: ✅ 32.991MB (SLO: <34.000MB -3.0%) vs baseline: +4.8%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.052µs (SLO: <90.000µs 📉 -15.5%) vs baseline: -0.6%

Memory: ✅ 32.971MB (SLO: <34.000MB -3.0%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.808µs (SLO: <170.000µs -9.5%) vs baseline: -0.7%

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

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.325µs (SLO: <160.000µs -7.3%) vs baseline: -0.7%

Memory: ✅ 33.030MB (SLO: <34.500MB -4.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.537µs (SLO: <170.000µs -9.1%) vs baseline: -0.6%

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +4.8%

✅ useragentvariant_exists_1

Time: ✅ 39.512µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.2%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.269µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.8%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.635µs (SLO: <50.000µs 📉 -20.7%) vs baseline: -0.9%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ useragentvariant_not_exists_1

Time: ✅ 39.220µs (SLO: <50.000µs 📉 -21.6%) vs baseline: -0.6%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.263µs (SLO: <50.000µs 📉 -21.5%) vs baseline: -0.4%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ span - 26/26

✅ add-event

Time: ✅ 20.012ms (SLO: <22.500ms 📉 -11.1%) vs baseline: +0.6%

Memory: ✅ 48.863MB (SLO: <53.000MB -7.8%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 90.142ms (SLO: <93.500ms -3.6%) vs baseline: +0.2%

Memory: ✅ 736.093MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 146.718ms (SLO: <155.000ms -5.3%) vs baseline: +0.2%

Memory: ✅ 736.320MB (SLO: <962.500MB 📉 -23.5%) vs baseline: +4.9%

✅ get-context

Time: ✅ 18.358ms (SLO: <20.500ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 47.669MB (SLO: <53.000MB 📉 -10.1%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 18.576ms (SLO: <20.500ms -9.4%) vs baseline: -0.3%

Memory: ✅ 47.596MB (SLO: <53.000MB 📉 -10.2%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 37.688ms (SLO: <40.000ms -5.8%) vs baseline: +0.8%

Memory: ✅ 42.048MB (SLO: <53.000MB 📉 -20.7%) vs baseline: +4.8%

✅ set-status

Time: ✅ 20.196ms (SLO: <22.000ms -8.2%) vs baseline: -0.1%

Memory: ✅ 47.635MB (SLO: <53.000MB 📉 -10.1%) vs baseline: +4.9%

✅ start

Time: ✅ 18.253ms (SLO: <20.500ms 📉 -11.0%) vs baseline: -0.1%

Memory: ✅ 47.625MB (SLO: <53.000MB 📉 -10.1%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 50.854ms (SLO: <52.500ms -3.1%) vs baseline: +0.5%

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

✅ start-finish-telemetry

Time: ✅ 51.859ms (SLO: <54.500ms -4.8%) vs baseline: ~same

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

✅ start-finish-traceid128

Time: ✅ 54.015ms (SLO: <57.000ms -5.2%) vs baseline: +0.1%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

✅ start-traceid128

Time: ✅ 18.645ms (SLO: <22.500ms 📉 -17.1%) vs baseline: -0.1%

Memory: ✅ 47.623MB (SLO: <53.000MB 📉 -10.1%) vs baseline: +4.9%

✅ update-name

Time: ✅ 18.772ms (SLO: <22.000ms 📉 -14.7%) vs baseline: -0.5%

Memory: ✅ 48.211MB (SLO: <53.000MB -9.0%) vs baseline: +4.7%

✅ tracer - 6/6

✅ large

Time: ✅ 30.043ms (SLO: <32.950ms -8.8%) vs baseline: +1.3%

Memory: ✅ 33.384MB (SLO: <34.500MB -3.2%) vs baseline: +5.2%

✅ medium

Time: ✅ 2.934ms (SLO: <3.200ms -8.3%) vs baseline: +0.2%

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

✅ small

Time: ✅ 334.164µs (SLO: <370.000µs -9.7%) vs baseline: +1.3%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (8 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
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline

pr-commenter · 2025-10-20T12:14:38Z

Benchmarks

Benchmark execution time: 2025-10-20 12:14:35

Comparing candidate commit 21ea2b2 in PR branch malvarez/ai-guard-v2 with baseline commit 6b54ca3 in branch main.

Found 0 performance improvements and 0 performance regressions! Performance is the same for 339 metrics, 3 unstable metrics.

manuel-alvarez-alvarez added the ASM Application Security Monitoring label Oct 16, 2025

manuel-alvarez-alvarez force-pushed the malvarez/ai-guard-v2 branch 3 times, most recently from d647670 to 21ea2b2 Compare October 20, 2025 10:54

feat(ai_guard): migrate the AI Guard SDK to V2 of the message format

c5e0d86

CircleCI:langchain

manuel-alvarez-alvarez force-pushed the malvarez/ai-guard-v2 branch from 21ea2b2 to c5e0d86 Compare October 20, 2025 11:10

feat(ai_guard): migrate the AI Guard SDK to V2 of the message format #14916

Are you sure you want to change the base?

feat(ai_guard): migrate the AI Guard SDK to V2 of the message format #14916

Uh oh!

Conversation

manuel-alvarez-alvarez commented Oct 16, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Description

Testing

Risks

Additional Notes

Uh oh!

github-actions bot commented Oct 16, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

github-actions bot commented Oct 16, 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 20, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Performance SLOs

✅ add-event

❌ add-metrics

❌ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ update-name

✅ 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

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ appsec-enabled

✅ iast-enabled

✅ tracer-enabled

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ all_styles_all_headers

✅ b3_headers

✅ b3_single_headers

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

✅ empty_headers

✅ full_t_id_datadog_headers

✅ invalid_priority_header

✅ invalid_span_id_header

✅ invalid_tags_header

manuel-alvarez-alvarez commented Oct 16, 2025 •

edited

Loading

github-actions bot commented Oct 16, 2025 •

edited

Loading

github-actions bot commented Oct 16, 2025 •

edited

Loading

pr-commenter bot commented Oct 20, 2025 •

edited

Loading