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chore: add the tags returned by the service to the ai_guard span #15209

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@manuel-alvarez-alvarez manuel-alvarez-alvarez commented Nov 11, 2025

Description

Takes the evaluation tags receives from the AI Guard evaluation API and exposes them in the span tags.

Testing

Risks

Additional Notes

@manuel-alvarez-alvarez manuel-alvarez-alvarez requested a review from a team as a code owner November 11, 2025 13:20
@manuel-alvarez-alvarez manuel-alvarez-alvarez added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 11, 2025
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github-actions bot commented Nov 11, 2025

CODEOWNERS have been resolved as:

ddtrace/appsec/ai_guard/_api_client.py                                  @DataDog/asm-python
tests/appsec/ai_guard/api/test_api_client.py                            @DataDog/asm-python
tests/appsec/ai_guard/utils.py                                          @DataDog/asm-python

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github-actions bot commented Nov 11, 2025 •
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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 250 ± 10 ms.

The average import time from base is: 253 ± 5 ms.

The import time difference between this PR and base is: -3.2 ± 0.5 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.314 ms (0.53%)
ddtrace 0.686 ms (0.27%)
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%)
ddtrace.bootstrap.sitecustomize 0.628 ms (0.25%)
ddtrace.bootstrap.preload 0.628 ms (0.25%)
ddtrace.internal.remoteconfig.client 0.628 ms (0.25%)

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pr-commenter bot commented Nov 11, 2025

Performance SLOs

Comparing candidate malvarez/ai-guard-tags (f381b74) with baseline main (a139e88)

🟡 Near SLO Breach (5 suites)
🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.475ms (SLO: <22.300ms -8.2%) vs baseline: -0.1%

Memory: ✅ 65.990MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.1%) vs baseline: +0.1%

Memory: ✅ 64.302MB (SLO: <67.000MB -4.0%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.423ms (SLO: <22.250ms -8.2%) vs baseline: -0.1%

Memory: ✅ 65.937MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.609ms (SLO: <16.550ms -5.7%) vs baseline: ~same

Memory: ✅ 53.795MB (SLO: <54.500MB 🟡 -1.3%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 20.545ms (SLO: <21.750ms -5.5%) vs baseline: -0.2%

Memory: ✅ 65.983MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 25.294ms (SLO: <28.200ms 📉 -10.3%) vs baseline: -0.3%

Memory: ✅ 67.136MB (SLO: <69.500MB -3.4%) vs baseline: +5.1%

✅ tracer

Time: ✅ 20.463ms (SLO: <21.750ms -5.9%) vs baseline: -0.2%

Memory: ✅ 65.954MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 22.762ms (SLO: <23.500ms -3.1%) vs baseline: +0.5%

Memory: ✅ 67.749MB (SLO: <68.000MB 🟡 -0.4%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.389ms (SLO: <21.500ms -9.8%) vs baseline: +0.3%

Memory: ✅ 66.110MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +5.1%

✅ tracer-minimal

Time: ✅ 16.685ms (SLO: <17.500ms -4.7%) vs baseline: +0.4%

Memory: ✅ 65.947MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.477ms (SLO: <21.750ms -5.9%) vs baseline: +0.2%

Memory: ✅ 67.998MB (SLO: <72.500MB -6.2%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.489ms (SLO: <19.650ms -5.9%) vs baseline: ~same

Memory: ✅ 66.002MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 18.829ms (SLO: <20.100ms -6.3%) vs baseline: +0.3%

Memory: ✅ 65.942MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 20.222ms (SLO: <21.500ms -5.9%) vs baseline: +0.3%

Memory: ✅ 65.953MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 20.307ms (SLO: <22.000ms -7.7%) vs baseline: +0.1%

Memory: ✅ 65.965MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.042ms (SLO: <19.850ms -9.1%) vs baseline: +0.2%

Memory: ✅ 66.127MB (SLO: <66.500MB 🟡 -0.6%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.046ms (SLO: <19.400ms -7.0%) vs baseline: +0.2%

Memory: ✅ 66.139MB (SLO: <66.500MB 🟡 -0.5%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 18.083ms (SLO: <19.450ms -7.0%) vs baseline: -0.1%

Memory: ✅ 65.844MB (SLO: <66.500MB 🟡 -1.0%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.069ms (SLO: <2.300ms 📉 -10.1%) vs baseline: +0.2%

Memory: ✅ 52.593MB (SLO: <53.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.070ms (SLO: <2.250ms -8.0%) vs baseline: -0.3%

Memory: ✅ 52.652MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 2.093ms (SLO: <2.300ms -9.0%) vs baseline: +0.9%

Memory: ✅ 52.612MB (SLO: <53.500MB 🟡 -1.7%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.613ms (SLO: <4.750ms -2.9%) vs baseline: +0.3%

Memory: ✅ 62.369MB (SLO: <65.000MB -4.0%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 6.624ms (SLO: <6.750ms 🟡 -1.9%) vs baseline: +0.2%

Memory: ✅ 62.339MB (SLO: <65.000MB -4.1%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 4.593ms (SLO: <4.750ms -3.3%) vs baseline: -0.1%

Memory: ✅ 62.335MB (SLO: <65.000MB -4.1%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.858ms (SLO: <2.000ms -7.1%) vs baseline: ~same

Memory: ✅ 45.131MB (SLO: <47.000MB -4.0%) vs baseline: +4.5%

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.3%) vs baseline: -0.2%

Memory: ✅ 42.034MB (SLO: <49.000MB 📉 -14.2%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.917ms (SLO: <2.100ms -8.7%) vs baseline: -0.2%

Memory: ✅ 46.680MB (SLO: <47.000MB 🟡 -0.7%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.381ms (SLO: <3.650ms -7.4%) vs baseline: +0.5%

Memory: ✅ 52.566MB (SLO: <53.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.352ms (SLO: <3.650ms -8.2%) vs baseline: ~same

Memory: ✅ 52.512MB (SLO: <53.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: -0.2%

Memory: ✅ 54.346MB (SLO: <60.000MB -9.4%) vs baseline: +4.9%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.519ms (SLO: <320.950ms -3.9%) vs baseline: ~same

Memory: ✅ 32.676MB (SLO: <34.500MB -5.3%) vs baseline: +4.7%

✅ deep-profiled

Time: ✅ 328.034ms (SLO: <359.150ms -8.7%) vs baseline: -0.3%

Memory: ✅ 38.249MB (SLO: <39.000MB 🟡 -1.9%) vs baseline: +5.9%

✅ medium

Time: ✅ 7.031ms (SLO: <7.400ms -5.0%) vs baseline: +0.3%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.4%

✅ shallow

Time: ✅ 0.942ms (SLO: <1.050ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.242µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.3%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +4.8%

✅ context_with_data_no_listeners

Time: ✅ 3.273µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.4%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.1%

✅ get_item_exists

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.0%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.645µs (SLO: <10.000µs 📉 -93.5%) vs baseline: +1.4%

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +4.9%

✅ set_item

Time: ✅ 24.109µs (SLO: <30.000µs 📉 -19.6%) vs baseline: ~same

Memory: ✅ 31.457MB (SLO: <33.500MB -6.1%) vs baseline: +4.7%

✅ All Tests Passing (18 suites)
✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.966ms (SLO: <4.200ms -5.6%) vs baseline: -0.5%

Memory: ✅ 62.384MB (SLO: <66.000MB -5.5%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.444ms (SLO: <2.800ms 📉 -12.7%) vs baseline: +0.9%

Memory: ✅ 58.589MB (SLO: <60.000MB -2.4%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.250ms -8.4%) vs baseline: ~same

Memory: ✅ 52.671MB (SLO: <54.500MB -3.4%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.702µs (SLO: <100.000µs 📉 -18.3%) vs baseline: ~same

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.8%

✅ b3_headers

Time: ✅ 14.252µs (SLO: <20.000µs 📉 -28.7%) vs baseline: +0.3%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.6%

✅ b3_single_headers

Time: ✅ 13.308µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.9%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.5%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.587µs (SLO: <80.000µs 📉 -19.3%) vs baseline: +0.7%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.363µs (SLO: <80.000µs 📉 -17.0%) vs baseline: +0.4%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +5.1%

✅ empty_headers

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ full_t_id_datadog_headers

Time: ✅ 22.973µs (SLO: <30.000µs 📉 -23.4%) vs baseline: +0.5%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.6%

✅ invalid_priority_header

Time: ✅ 6.590µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +1.0%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.1%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ invalid_tags_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.3%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +5.1%

✅ invalid_trace_id_header

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.3%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

✅ large_header_no_matches

Time: ✅ 27.644µs (SLO: <30.000µs -7.9%) vs baseline: ~same

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +5.1%

✅ large_valid_headers_all

Time: ✅ 28.591µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.5%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.909µs (SLO: <20.000µs 📉 -50.5%) vs baseline: +0.8%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.209µs (SLO: <20.000µs 📉 -44.0%) vs baseline: +0.4%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ none_propagation_style

Time: ✅ 1.719µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.9%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ tracecontext_headers

Time: ✅ 34.535µs (SLO: <40.000µs 📉 -13.7%) vs baseline: -0.3%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 6.538µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.3%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ valid_headers_basic

Time: ✅ 6.154µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +1.4%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

✅ wsgi_empty_headers

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.5%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

✅ wsgi_invalid_priority_header

Time: ✅ 6.630µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +0.4%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.7%

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.5%

✅ wsgi_invalid_tags_header

Time: ✅ 6.574µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.622µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +1.1%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ wsgi_large_header_no_matches

Time: ✅ 28.839µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.4%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

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

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.7%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.148µs (SLO: <20.000µs 📉 -49.3%) vs baseline: -0.2%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.7%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.527µs (SLO: <20.000µs 📉 -42.4%) vs baseline: -0.2%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ wsgi_valid_headers_all

Time: ✅ 6.666µs (SLO: <10.000µs 📉 -33.3%) vs baseline: +1.1%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +5.0%

✅ wsgi_valid_headers_basic

Time: ✅ 6.249µs (SLO: <10.000µs 📉 -37.5%) vs baseline: +1.6%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.172µs (SLO: <30.000µs 📉 -29.4%) vs baseline: +0.6%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ with_all

Time: ✅ 30.008µs (SLO: <40.000µs 📉 -25.0%) vs baseline: +5.3%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +5.0%

✅ with_dd_origin

Time: ✅ 24.806µs (SLO: <30.000µs 📉 -17.3%) vs baseline: ~same

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ with_priority_and_origin

Time: ✅ 24.368µs (SLO: <40.000µs 📉 -39.1%) vs baseline: +0.3%

Memory: ✅ 31.890MB (SLO: <33.500MB -4.8%) vs baseline: +4.5%

✅ with_sampling_priority

Time: ✅ 21.046µs (SLO: <30.000µs 📉 -29.8%) vs baseline: +0.6%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 28.055µs (SLO: <40.000µs 📉 -29.9%) vs baseline: +5.2%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.7%

✅ with_tags_invalid

Time: ✅ 28.022µs (SLO: <40.000µs 📉 -29.9%) vs baseline: -0.1%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

✅ with_tags_max_size

Time: ✅ 27.006µs (SLO: <40.000µs 📉 -32.5%) vs baseline: -0.1%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.667µs (SLO: <40.000µs 📉 -20.8%) vs baseline: -0.8%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

✅ re_expand_noaspect

Time: ✅ 28.498µs (SLO: <40.000µs 📉 -28.8%) vs baseline: -0.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

✅ re_findall_aspect

Time: ✅ 2.924µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.8%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

✅ re_findall_noaspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ re_finditer_aspect

Time: ✅ 4.427µs (SLO: <10.000µs 📉 -55.7%) vs baseline: +0.2%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ re_fullmatch_aspect

Time: ✅ 2.661µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -0.6%

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

✅ re_fullmatch_noaspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.896µs (SLO: <10.000µs 📉 -71.0%) vs baseline: -1.6%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ re_group_noaspect

Time: ✅ 1.624µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.3%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

✅ re_groups_aspect

Time: ✅ 3.152µs (SLO: <10.000µs 📉 -68.5%) vs baseline: +4.2%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 1.689µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ re_match_aspect

Time: ✅ 2.660µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -0.5%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ re_match_noaspect

Time: ✅ 1.319µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.4%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

✅ re_search_aspect

Time: ✅ 2.547µs (SLO: <10.000µs 📉 -74.5%) vs baseline: +0.5%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.194µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.9%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ re_sub_aspect

Time: ✅ 3.506µs (SLO: <10.000µs 📉 -64.9%) vs baseline: +2.7%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

✅ re_sub_noaspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.7%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.1%

✅ re_subn_aspect

Time: ✅ 3.682µs (SLO: <10.000µs 📉 -63.2%) vs baseline: +1.1%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ re_subn_noaspect

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.410µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.8%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ add_inplace_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.8%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ add_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 1.328µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -0.5%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +5.0%

✅ bytearray_extend_aspect

Time: ✅ 1.497µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +0.6%

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.609µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

✅ bytearray_noaspect

Time: ✅ 0.487µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +1.4%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ bytes_aspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.6%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

✅ bytes_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ bytesio_aspect

Time: ✅ 1.325µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.3%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.9%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.2%

✅ casefold_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.0%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.2%

✅ encode_aspect

Time: ✅ 0.713µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

✅ encode_noaspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.1%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

✅ format_aspect

Time: ✅ 3.358µs (SLO: <10.000µs 📉 -66.4%) vs baseline: -0.8%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ format_map_aspect

Time: ✅ 3.608µs (SLO: <10.000µs 📉 -63.9%) vs baseline: ~same

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.5%

✅ format_map_noaspect

Time: ✅ 0.774µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -0.2%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ format_noaspect

Time: ✅ 0.592µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.2%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ index_aspect

Time: ✅ 0.362µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.9%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ index_noaspect

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

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ join_aspect

Time: ✅ 1.361µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +0.4%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

✅ join_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.4%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.5%

✅ ljust_aspect

Time: ✅ 2.671µs (SLO: <20.000µs 📉 -86.6%) vs baseline: +1.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

✅ lower_aspect

Time: ✅ 2.256µs (SLO: <10.000µs 📉 -77.4%) vs baseline: +0.9%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.8%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ lstrip_aspect

Time: ✅ 2.246µs (SLO: <20.000µs 📉 -88.8%) vs baseline: ~same

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.4%

✅ modulo_aspect

Time: ✅ 0.993µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -0.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.557µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +1.1%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes

Time: ✅ 0.983µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +1.0%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.201µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ modulo_noaspect

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%) vs baseline: ~same

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ replace_aspect

Time: ✅ 4.849µs (SLO: <10.000µs 📉 -51.5%) vs baseline: -0.9%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

✅ replace_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ repr_aspect

Time: ✅ 0.903µs (SLO: <10.000µs 📉 -91.0%) vs baseline: -0.3%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.4%

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.8%

✅ rstrip_aspect

Time: ✅ 1.939µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.0%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ slice_aspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.2%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.8%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.6%

✅ stringio_aspect

Time: ✅ 1.586µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +1.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ stringio_noaspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.5%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ strip_aspect

Time: ✅ 2.315µs (SLO: <20.000µs 📉 -88.4%) vs baseline: +3.6%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.5%

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.3%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ swapcase_aspect

Time: ✅ 2.394µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -0.9%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ swapcase_noaspect

Time: ✅ 0.537µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.5%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.3%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.4%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ translate_aspect

Time: ✅ 3.245µs (SLO: <10.000µs 📉 -67.5%) vs baseline: ~same

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ translate_noaspect

Time: ✅ 1.036µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 2.223µs (SLO: <10.000µs 📉 -77.8%) vs baseline: +0.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ upper_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.232µs (SLO: <10.000µs 📉 -57.7%) vs baseline: +1.7%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ ospathbasename_noaspect

Time: ✅ 1.096µs (SLO: <10.000µs 📉 -89.0%) vs baseline: +0.7%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ ospathjoin_aspect

Time: ✅ 6.113µs (SLO: <10.000µs 📉 -38.9%) vs baseline: -0.5%

Memory: ✅ 37.100MB (SLO: <39.000MB -4.9%) vs baseline: +4.6%

✅ ospathjoin_noaspect

Time: ✅ 2.301µs (SLO: <10.000µs 📉 -77.0%) vs baseline: -1.0%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ ospathnormcase_aspect

Time: ✅ 3.467µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +1.8%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ ospathsplit_aspect

Time: ✅ 4.812µs (SLO: <10.000µs 📉 -51.9%) vs baseline: +1.6%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ ospathsplit_noaspect

Time: ✅ 1.599µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ ospathsplitdrive_aspect

Time: ✅ 3.678µs (SLO: <10.000µs 📉 -63.2%) vs baseline: +1.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.700µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.0%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ ospathsplitext_aspect

Time: ✅ 4.496µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +0.1%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

✅ ospathsplitext_noaspect

Time: ✅ 1.386µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.4%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.2%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.535µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +6.7%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 1.410µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ splitlines_aspect

Time: ✅ 1.422µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.2%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

✅ splitlines_noaspect

Time: ✅ 0.586µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.6%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.634µs (SLO: <60.000µs 📉 -18.9%) vs baseline: ~same

Memory: ✅ 36.825MB (SLO: <39.000MB -5.6%) vs baseline: +5.0%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.616ms (SLO: <42.000ms -3.3%) vs baseline: +0.4%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.967ms (SLO: <38.550ms -4.1%) vs baseline: +1.6%

Memory: ✅ 34.347MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 219.099ms (SLO: <232.000ms -5.6%) vs baseline: ~same

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 211.301ms (SLO: <221.600ms -4.6%) vs baseline: -0.5%

Memory: ✅ 34.367MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.0%

✅ get-context

Time: ✅ 29.630ms (SLO: <31.300ms -5.3%) vs baseline: +1.4%

Memory: ✅ 34.229MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 29.212ms (SLO: <31.000ms -5.8%) vs baseline: +0.3%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.091ms (SLO: <65.850ms -4.2%) vs baseline: -0.6%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.9%

✅ set-status

Time: ✅ 32.111ms (SLO: <34.150ms -6.0%) vs baseline: +0.6%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.7%

✅ start

Time: ✅ 28.835ms (SLO: <30.150ms -4.4%) vs baseline: +0.4%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 33.812ms (SLO: <35.350ms -4.4%) vs baseline: -0.7%

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 34.564ms (SLO: <35.450ms -2.5%) vs baseline: +1.4%

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.8%

✅ update-name

Time: ✅ 31.097ms (SLO: <33.400ms -6.9%) vs baseline: ~same

Memory: ✅ 34.210MB (SLO: <39.000MB 📉 -12.3%) vs baseline: +4.4%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 41.300ms (SLO: <47.150ms 📉 -12.4%) vs baseline: +2.5%

Memory: ✅ 43.599MB (SLO: <47.000MB -7.2%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 317.841ms (SLO: <344.800ms -7.8%) vs baseline: -0.2%

Memory: ✅ 651.289MB (SLO: <675.000MB -3.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 289.729ms (SLO: <314.000ms -7.7%) vs baseline: +0.4%

Memory: ✅ 652.562MB (SLO: <675.000MB -3.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.374ms (SLO: <92.350ms 📉 -13.0%) vs baseline: +0.5%

Memory: ✅ 39.444MB (SLO: <46.500MB 📉 -15.2%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 38.968ms (SLO: <44.500ms 📉 -12.4%) vs baseline: +2.8%

Memory: ✅ 42.880MB (SLO: <47.500MB -9.7%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.361ms (SLO: <67.650ms 📉 -13.7%) vs baseline: -0.1%

Memory: ✅ 39.601MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +4.7%

✅ set-status

Time: ✅ 44.115ms (SLO: <50.400ms 📉 -12.5%) vs baseline: +0.2%

Memory: ✅ 42.996MB (SLO: <47.000MB -8.5%) vs baseline: +5.1%

✅ start

Time: ✅ 37.568ms (SLO: <43.450ms 📉 -13.5%) vs baseline: +0.7%

Memory: ✅ 42.930MB (SLO: <47.000MB -8.7%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 81.945ms (SLO: <88.000ms -6.9%) vs baseline: +0.1%

Memory: ✅ 34.308MB (SLO: <46.500MB 📉 -26.2%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.264ms (SLO: <89.000ms -6.4%) vs baseline: -0.1%

Memory: ✅ 34.288MB (SLO: <46.500MB 📉 -26.3%) vs baseline: +4.7%

✅ update-name

Time: ✅ 39.133ms (SLO: <45.150ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 43.329MB (SLO: <47.000MB -7.8%) vs baseline: +5.0%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.518ms (SLO: <354.300ms -2.8%) vs baseline: +0.4%

Memory: ✅ 37.999MB (SLO: <40.000MB -5.0%) vs baseline: +5.5%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

Memory: ✅ 37.146MB (SLO: <39.000MB -4.8%) vs baseline: +5.8%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 156.678µs (SLO: <170.000µs -7.8%) vs baseline: +1.2%

Memory: ✅ 36.619MB (SLO: <38.500MB -4.9%) vs baseline: +4.5%

✅ import_many_cached

Time: ✅ 120.817µs (SLO: <130.000µs -7.1%) vs baseline: -0.6%

Memory: ✅ 36.983MB (SLO: <38.500MB -3.9%) vs baseline: +6.1%

✅ import_many_stdlib

Time: ✅ 1.624ms (SLO: <1.750ms -7.2%) vs baseline: +1.2%

Memory: ✅ 36.777MB (SLO: <38.500MB -4.5%) vs baseline: +4.9%

✅ import_many_stdlib_cached

Time: ✅ 0.971ms (SLO: <1.100ms 📉 -11.7%) vs baseline: ~same

Memory: ✅ 37.075MB (SLO: <38.500MB -3.7%) vs baseline: +5.8%

✅ import_many_unknown

Time: ✅ 834.172µs (SLO: <890.000µs -6.3%) vs baseline: +0.7%

Memory: ✅ 36.764MB (SLO: <38.500MB -4.5%) vs baseline: +4.8%

✅ import_many_unknown_cached

Time: ✅ 795.479µs (SLO: <870.000µs -8.6%) vs baseline: +0.4%

Memory: ✅ 36.782MB (SLO: <38.500MB -4.5%) vs baseline: +4.7%

✅ import_one

Time: ✅ 19.800µs (SLO: <30.000µs 📉 -34.0%) vs baseline: ~same

Memory: ✅ 36.600MB (SLO: <39.000MB -6.2%) vs baseline: +4.5%

✅ import_one_cache

Time: ✅ 6.274µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 36.599MB (SLO: <38.500MB -4.9%) vs baseline: +4.7%

✅ import_one_stdlib

Time: ✅ 18.702µs (SLO: <20.000µs -6.5%) vs baseline: +0.3%

Memory: ✅ 36.538MB (SLO: <38.500MB -5.1%) vs baseline: +4.7%

✅ import_one_stdlib_cache

Time: ✅ 6.252µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.3%

Memory: ✅ 37.020MB (SLO: <38.500MB -3.8%) vs baseline: +6.0%

✅ import_one_unknown

Time: ✅ 45.818µs (SLO: <50.000µs -8.4%) vs baseline: +1.1%

Memory: ✅ 36.560MB (SLO: <38.500MB -5.0%) vs baseline: +3.6%

✅ import_one_unknown_cache

Time: ✅ 6.288µs (SLO: <10.000µs 📉 -37.1%) vs baseline: -0.4%

Memory: ✅ 37.072MB (SLO: <38.500MB -3.7%) vs baseline: +6.0%

✅ ratelimiter - 12/12

✅ defaults

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

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

✅ high_rate_limit

Time: ✅ 2.395µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -1.0%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.7%

✅ long_window

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.2%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.363µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.3%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.830µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.5%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

✅ short_window

Time: ✅ 2.507µs (SLO: <10.000µs 📉 -74.9%) vs baseline: -0.1%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.807µs (SLO: <290.000µs 📉 -52.5%) vs baseline: ~same

Memory: ✅ 31.949MB (SLO: <34.000MB -6.0%) vs baseline: +5.0%

✅ high_match

Time: ✅ 175.085µs (SLO: <480.000µs 📉 -63.5%) vs baseline: +0.6%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.8%

✅ low_match

Time: ✅ 98.590µs (SLO: <120.000µs 📉 -17.8%) vs baseline: -1.2%

Memory: ✅ 600.497MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.663ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.2%

Memory: ✅ 68.021MB (SLO: <75.000MB -9.3%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.486µs (SLO: <20.000µs 📉 -47.6%) vs baseline: ~same

Memory: ✅ 32.263MB (SLO: <34.000MB -5.1%) vs baseline: +4.6%

✅ all-enabled

Time: ✅ 39.924µs (SLO: <50.000µs 📉 -20.2%) vs baseline: ~same

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +4.8%

✅ collectipvariant_exists

Time: ✅ 40.825µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.1%

Memory: ✅ 32.303MB (SLO: <34.000MB -5.0%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.064µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +0.1%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.756µs (SLO: <50.000µs 📉 -22.5%) vs baseline: +0.3%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.545µs (SLO: <50.000µs 📉 -18.9%) vs baseline: ~same

Memory: ✅ 32.401MB (SLO: <34.000MB -4.7%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.945µs (SLO: <90.000µs 📉 -15.6%) vs baseline: ~same

Memory: ✅ 32.716MB (SLO: <34.000MB -3.8%) vs baseline: +4.8%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.571µs (SLO: <90.000µs 📉 -14.9%) vs baseline: +0.1%

Memory: ✅ 32.775MB (SLO: <34.000MB -3.6%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.549µs (SLO: <170.000µs -9.1%) vs baseline: +0.9%

Memory: ✅ 32.716MB (SLO: <34.500MB -5.2%) vs baseline: +4.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.725µs (SLO: <160.000µs -7.0%) vs baseline: ~same

Memory: ✅ 32.735MB (SLO: <34.500MB -5.1%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.763µs (SLO: <170.000µs -9.0%) vs baseline: +0.8%

Memory: ✅ 32.696MB (SLO: <34.500MB -5.2%) vs baseline: +4.6%

✅ useragentvariant_exists_1

Time: ✅ 39.734µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.4%

Memory: ✅ 32.342MB (SLO: <34.000MB -4.9%) vs baseline: +4.8%

✅ useragentvariant_exists_2

Time: ✅ 40.612µs (SLO: <50.000µs 📉 -18.8%) vs baseline: +0.2%

Memory: ✅ 32.342MB (SLO: <34.000MB -4.9%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 39.910µs (SLO: <50.000µs 📉 -20.2%) vs baseline: -0.3%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 40.203µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +2.4%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +5.1%

✅ useragentvariant_not_exists_2

Time: ✅ 39.607µs (SLO: <50.000µs 📉 -20.8%) vs baseline: ~same

Memory: ✅ 32.303MB (SLO: <34.000MB -5.0%) vs baseline: +4.7%

✅ span - 26/26

✅ add-event

Time: ✅ 19.923ms (SLO: <22.500ms 📉 -11.5%) vs baseline: +0.4%

Memory: ✅ 48.424MB (SLO: <53.000MB -8.6%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 90.319ms (SLO: <93.500ms -3.4%) vs baseline: +1.0%

Memory: ✅ 735.539MB (SLO: <961.000MB 📉 -23.5%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 147.675ms (SLO: <155.000ms -4.7%) vs baseline: -0.1%

Memory: ✅ 736.135MB (SLO: <962.500MB 📉 -23.5%) vs baseline: +4.9%

✅ get-context

Time: ✅ 18.440ms (SLO: <20.500ms 📉 -10.1%) vs baseline: +0.4%

Memory: ✅ 47.274MB (SLO: <53.000MB 📉 -10.8%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 18.544ms (SLO: <20.500ms -9.5%) vs baseline: ~same

Memory: ✅ 47.239MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 37.728ms (SLO: <40.000ms -5.7%) vs baseline: +0.8%

Memory: ✅ 41.549MB (SLO: <53.000MB 📉 -21.6%) vs baseline: +4.6%

✅ set-status

Time: ✅ 20.205ms (SLO: <22.000ms -8.2%) vs baseline: ~same

Memory: ✅ 47.256MB (SLO: <53.000MB 📉 -10.8%) vs baseline: +4.7%

✅ start

Time: ✅ 18.298ms (SLO: <20.500ms 📉 -10.7%) vs baseline: +0.3%

Memory: ✅ 47.291MB (SLO: <53.000MB 📉 -10.8%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 50.859ms (SLO: <52.500ms -3.1%) vs baseline: -0.1%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 52.138ms (SLO: <54.500ms -4.3%) vs baseline: +0.6%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 53.748ms (SLO: <57.000ms -5.7%) vs baseline: -0.4%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 18.645ms (SLO: <22.500ms 📉 -17.1%) vs baseline: -0.6%

Memory: ✅ 47.247MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +5.0%

✅ update-name

Time: ✅ 18.782ms (SLO: <22.000ms 📉 -14.6%) vs baseline: -0.1%

Memory: ✅ 47.865MB (SLO: <53.000MB -9.7%) vs baseline: +4.8%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.968µs (SLO: <20.000µs 📉 -85.2%) vs baseline: -0.8%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 203.460µs (SLO: <220.000µs -7.5%) vs baseline: +0.3%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.358µs (SLO: <20.000µs 📉 -83.2%) vs baseline: +1.3%

Memory: ✅ 31.949MB (SLO: <34.000MB -6.0%) vs baseline: +4.9%

✅ 1-distribution-metrics-100-times

Time: ✅ 213.612µs (SLO: <220.000µs -2.9%) vs baseline: -0.3%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.208µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.9%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.118µs (SLO: <150.000µs -9.3%) vs baseline: -0.4%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.9%

✅ 1-rate-metric-1-times

Time: ✅ 3.150µs (SLO: <20.000µs 📉 -84.3%) vs baseline: +0.8%

Memory: ✅ 31.949MB (SLO: <34.000MB -6.0%) vs baseline: +5.1%

✅ 1-rate-metrics-100-times

Time: ✅ 217.606µs (SLO: <250.000µs 📉 -13.0%) vs baseline: +1.2%

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%) vs baseline: +5.1%

✅ 100-count-metrics-100-times

Time: ✅ 20.736ms (SLO: <22.000ms -5.7%) vs baseline: +0.9%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.242ms (SLO: <2.300ms -2.5%) vs baseline: +0.2%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.424ms (SLO: <1.550ms -8.1%) vs baseline: +0.4%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.9%

✅ 100-rate-metrics-100-times

Time: ✅ 2.260ms (SLO: <2.550ms 📉 -11.4%) vs baseline: +2.1%

Memory: ✅ 31.949MB (SLO: <34.000MB -6.0%) vs baseline: +5.1%

✅ flush-1-metric

Time: ✅ 4.484µs (SLO: <20.000µs 📉 -77.6%) vs baseline: -1.1%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 176.054µs (SLO: <250.000µs 📉 -29.6%) vs baseline: -0.7%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.5%

✅ flush-1000-metrics

Time: ✅ 2.145ms (SLO: <2.500ms 📉 -14.2%) vs baseline: -0.3%

Memory: ✅ 32.637MB (SLO: <34.500MB -5.4%) vs baseline: +4.7%

✅ tracer - 6/6

✅ large

Time: ✅ 29.013ms (SLO: <32.950ms 📉 -11.9%) vs baseline: +0.3%

Memory: ✅ 32.696MB (SLO: <34.500MB -5.2%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.884ms (SLO: <3.200ms -9.9%) vs baseline: +0.5%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.6%

✅ small

Time: ✅ 324.284µs (SLO: <370.000µs 📉 -12.4%) vs baseline: -0.3%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +4.8%

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

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@manuel-alvarez-alvarez