feat(aiokafka): add DSM support for aiokafka #15112

dubloom · 2025-11-03T09:43:46Z

Description

Add DSM support for the aiokafka integration

Testing

Added DSM tests in test_aiokafka_dsm.py

This is a follow up of #10068
Thanks for your initial initial contribution @ls-pieter-vanisacker

This PR does not include a changelog because we are the using the same one as the APM PR one.
This PR requires #14961 to be merged before as well.

Co-authored-by: Pieter Van Isacker <[email protected]>

github-actions · 2025-11-03T09:44:21Z

CODEOWNERS have been resolved as:

ddtrace/internal/datastreams/aiokafka.py                                @DataDog/data-streams-monitoring
tests/contrib/aiokafka/test_aiokafka_dsm.py                             @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/_trace/trace_handlers.py                                        @DataDog/apm-sdk-capabilities-python @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/aiokafka/patch.py                              @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/internal/datastreams/__init__.py                                @DataDog/data-streams-monitoring

github-actions · 2025-11-03T10:11:06Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 237 ± 2 ms.

The average import time from base is: 239 ± 2 ms.

The import time difference between this PR and base is: -1.32 ± 0.08 ms.

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.039 ms (0.02%)

ddtrace.bootstrap.sitecustomize 0.039 ms (0.02%)

ddtrace.bootstrap.preload 0.039 ms (0.02%)

ddtrace.internal.symbol_db.remoteconfig 0.039 ms (0.02%)

ddtrace.internal.symbol_db.symbols 0.039 ms (0.02%)

The following import paths have shrunk:

ddtrace.auto 1.947 ms (0.82%)

ddtrace.bootstrap.sitecustomize 1.274 ms (0.54%)

ddtrace.bootstrap.preload 1.274 ms (0.54%)

ddtrace.internal.remoteconfig.client 0.615 ms (0.26%)

ddtrace 0.674 ms (0.28%)

ddtrace.internal._unpatched 0.026 ms (0.01%)

json 0.026 ms (0.01%)

json.decoder 0.026 ms (0.01%)

re 0.026 ms (0.01%)

enum 0.026 ms (0.01%)

types 0.026 ms (0.01%)

pr-commenter · 2025-11-03T10:47:45Z

Performance SLOs

Comparing candidate dubloom/aiokafka-dsm (84df845) with baseline dubloom/aiokafka-apm (3afdc42)

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.348µs (SLO: <10.000µs 📉 -46.5%) vs baseline: 📈 +26.4%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +4.6%

✅ ospathbasename_noaspect

Time: ✅ 1.102µs (SLO: <10.000µs 📉 -89.0%) vs baseline: +1.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.0%

✅ ospathjoin_aspect

Time: ✅ 6.291µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +3.0%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.1%

✅ ospathjoin_noaspect

Time: ✅ 2.297µs (SLO: <10.000µs 📉 -77.0%) vs baseline: ~same

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.0%

✅ ospathnormcase_aspect

Time: ✅ 3.552µs (SLO: <10.000µs 📉 -64.5%) vs baseline: +0.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ ospathnormcase_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +2.5%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +4.8%

✅ ospathsplit_aspect

Time: ✅ 4.853µs (SLO: <10.000µs 📉 -51.5%) vs baseline: +0.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.1%

✅ ospathsplit_noaspect

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.5%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.9%

✅ ospathsplitdrive_aspect

Time: ✅ 3.785µs (SLO: <10.000µs 📉 -62.1%) vs baseline: +2.9%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.0%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.707µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +1.1%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 4.683µs (SLO: <10.000µs 📉 -53.2%) vs baseline: +3.0%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 1.385µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.2%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +4.8%

🟡 Near SLO Breach (4 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.403ms (SLO: <22.300ms -8.5%) vs baseline: -0.3%

Memory: ✅ 66.119MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.342ms (SLO: <1.450ms -7.5%) vs baseline: -0.1%

Memory: ✅ 64.123MB (SLO: <67.000MB -4.3%) vs baseline: +4.7%

✅ iast

Time: ✅ 20.480ms (SLO: <22.250ms -8.0%) vs baseline: +0.4%

Memory: ✅ 66.001MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ profiler

Time: ✅ 15.623ms (SLO: <16.550ms -5.6%) vs baseline: +0.5%

Memory: ✅ 53.859MB (SLO: <54.500MB 🟡 -1.2%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 20.532ms (SLO: <21.750ms -5.6%) vs baseline: +0.2%

Memory: ✅ 66.041MB (SLO: <67.000MB 🟡 -1.4%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 25.513ms (SLO: <28.200ms -9.5%) vs baseline: +0.5%

Memory: ✅ 67.099MB (SLO: <69.500MB -3.5%) vs baseline: +5.0%

✅ tracer

Time: ✅ 20.480ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 66.100MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.647ms (SLO: <23.500ms -3.6%) vs baseline: -0.3%

Memory: ✅ 67.535MB (SLO: <68.000MB 🟡 -0.7%) vs baseline: +5.1%

✅ tracer-dont-create-db-spans

Time: ✅ 19.309ms (SLO: <21.500ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 65.981MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ tracer-minimal

Time: ✅ 16.604ms (SLO: <17.500ms -5.1%) vs baseline: -0.8%

Memory: ✅ 65.982MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 20.494ms (SLO: <21.750ms -5.8%) vs baseline: +0.4%

Memory: ✅ 71.470MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 18.461ms (SLO: <19.650ms -6.1%) vs baseline: ~same

Memory: ✅ 66.119MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +5.1%

✅ tracer-no-databases

Time: ✅ 18.748ms (SLO: <20.100ms -6.7%) vs baseline: ~same

Memory: ✅ 65.667MB (SLO: <67.000MB 🟡 -2.0%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 20.086ms (SLO: <21.500ms -6.6%) vs baseline: -0.2%

Memory: ✅ 66.060MB (SLO: <67.000MB 🟡 -1.4%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 20.232ms (SLO: <22.000ms -8.0%) vs baseline: -0.3%

Memory: ✅ 66.119MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +5.0%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.112ms (SLO: <19.850ms -8.8%) vs baseline: +0.4%

Memory: ✅ 66.041MB (SLO: <66.500MB 🟡 -0.7%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 18.376ms (SLO: <19.400ms -5.3%) vs baseline: +2.0%

Memory: ✅ 66.060MB (SLO: <66.500MB 🟡 -0.7%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 18.229ms (SLO: <19.450ms -6.3%) vs baseline: +0.7%

Memory: ✅ 65.686MB (SLO: <66.500MB 🟡 -1.2%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.587ms (SLO: <4.750ms -3.4%) vs baseline: ~same

Memory: ✅ 62.276MB (SLO: <65.000MB -4.2%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 6.625ms (SLO: <6.750ms 🟡 -1.9%) vs baseline: +0.1%

Memory: ✅ 62.308MB (SLO: <65.000MB -4.1%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 4.581ms (SLO: <4.750ms -3.6%) vs baseline: -0.6%

Memory: ✅ 62.299MB (SLO: <65.000MB -4.2%) vs baseline: +4.8%

✅ debugger

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

Memory: ✅ 45.150MB (SLO: <47.000MB -3.9%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.857ms (SLO: <2.000ms -7.2%) vs baseline: +0.2%

Memory: ✅ 42.172MB (SLO: <49.000MB 📉 -13.9%) vs baseline: +4.9%

✅ profiler

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

Memory: ✅ 46.206MB (SLO: <47.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.362ms (SLO: <3.650ms -7.9%) vs baseline: -0.3%

Memory: ✅ 52.555MB (SLO: <53.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.346ms (SLO: <3.650ms -8.3%) vs baseline: -0.4%

Memory: ✅ 52.523MB (SLO: <53.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.345ms (SLO: <3.650ms -8.4%) vs baseline: -0.1%

Memory: ✅ 58.098MB (SLO: <60.000MB -3.2%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.972ms (SLO: <4.200ms -5.4%) vs baseline: -0.3%

Memory: ✅ 62.266MB (SLO: <66.000MB -5.7%) vs baseline: +5.0%

✅ iast-enabled

Time: ✅ 2.428ms (SLO: <2.800ms 📉 -13.3%) vs baseline: -0.5%

Memory: ✅ 59.081MB (SLO: <60.000MB 🟡 -1.5%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.059ms (SLO: <2.250ms -8.5%) vs baseline: -0.5%

Memory: ✅ 52.534MB (SLO: <54.500MB -3.6%) vs baseline: +4.9%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.170µs (SLO: <20.000µs 📉 -34.1%) vs baseline: -0.4%

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +5.0%

✅ context_with_data_no_listeners

Time: ✅ 3.297µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.9%

Memory: ✅ 31.457MB (SLO: <33.500MB -6.1%) vs baseline: +4.6%

✅ get_item_exists

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

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.0%

✅ get_item_missing

Time: ✅ 0.632µs (SLO: <10.000µs 📉 -93.7%) vs baseline: ~same

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +4.8%

✅ set_item

Time: ✅ 23.962µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -0.2%

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%) vs baseline: +4.9%

✅ All Tests Passing (18 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.086ms (SLO: <2.300ms -9.3%) vs baseline: +1.2%

Memory: ✅ 52.396MB (SLO: <53.500MB -2.1%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.068ms (SLO: <2.250ms -8.1%) vs baseline: ~same

Memory: ✅ 52.337MB (SLO: <53.500MB -2.2%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms -10.0%) vs baseline: +0.2%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +4.5%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.428µs (SLO: <100.000µs 📉 -17.6%) vs baseline: +0.1%

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

✅ b3_headers

Time: ✅ 14.363µs (SLO: <20.000µs 📉 -28.2%) vs baseline: +0.9%

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

✅ b3_single_headers

Time: ✅ 13.300µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.2%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.295µs (SLO: <80.000µs 📉 -19.6%) vs baseline: +0.5%

Memory: ✅ 31.890MB (SLO: <33.500MB -4.8%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.361µs (SLO: <80.000µs 📉 -17.0%) vs baseline: +0.7%

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

✅ empty_headers

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: ~same

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

✅ full_t_id_datadog_headers

Time: ✅ 23.144µs (SLO: <30.000µs 📉 -22.9%) vs baseline: +0.8%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

✅ invalid_priority_header

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

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

✅ invalid_span_id_header

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

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +5.2%

✅ invalid_tags_header

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +1.5%

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

✅ invalid_trace_id_header

Time: ✅ 6.557µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

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

✅ large_header_no_matches

Time: ✅ 27.685µs (SLO: <30.000µs -7.7%) vs baseline: +0.3%

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

✅ large_valid_headers_all

Time: ✅ 28.795µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.5%

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

✅ medium_header_no_matches

Time: ✅ 9.796µs (SLO: <20.000µs 📉 -51.0%) vs baseline: -0.8%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.227µs (SLO: <20.000µs 📉 -43.9%) vs baseline: -0.5%

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

✅ none_propagation_style

Time: ✅ 1.710µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.2%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

✅ tracecontext_headers

Time: ✅ 34.521µs (SLO: <40.000µs 📉 -13.7%) vs baseline: ~same

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +5.0%

✅ valid_headers_all

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

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

✅ valid_headers_basic

Time: ✅ 6.145µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.6%

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

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.5%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

✅ wsgi_invalid_priority_header

Time: ✅ 6.584µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.4%

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

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +4.8%

✅ wsgi_invalid_tags_header

Time: ✅ 6.605µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.6%

Memory: ✅ 31.890MB (SLO: <33.500MB -4.8%) vs baseline: +4.9%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.546µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.3%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.8%

✅ wsgi_large_header_no_matches

Time: ✅ 28.615µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.3%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +5.0%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.764µs (SLO: <40.000µs 📉 -25.6%) vs baseline: -0.2%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.142µs (SLO: <20.000µs 📉 -49.3%) vs baseline: +0.2%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.586µs (SLO: <20.000µs 📉 -42.1%) vs baseline: +0.5%

Memory: ✅ 31.890MB (SLO: <33.500MB -4.8%) vs baseline: +4.6%

✅ wsgi_valid_headers_all

Time: ✅ 6.562µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.2%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.156µs (SLO: <10.000µs 📉 -38.4%) vs baseline: ~same

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.879µs (SLO: <30.000µs 📉 -30.4%) vs baseline: -0.8%

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

✅ with_all

Time: ✅ 28.552µs (SLO: <40.000µs 📉 -28.6%) vs baseline: +1.2%

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

✅ with_dd_origin

Time: ✅ 25.376µs (SLO: <30.000µs 📉 -15.4%) vs baseline: +2.3%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +5.1%

✅ with_priority_and_origin

Time: ✅ 24.302µs (SLO: <40.000µs 📉 -39.2%) vs baseline: +0.5%

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

✅ with_sampling_priority

Time: ✅ 21.150µs (SLO: <30.000µs 📉 -29.5%) vs baseline: ~same

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

✅ with_tags

Time: ✅ 26.746µs (SLO: <40.000µs 📉 -33.1%) vs baseline: +0.9%

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

✅ with_tags_invalid

Time: ✅ 28.406µs (SLO: <40.000µs 📉 -29.0%) vs baseline: +1.0%

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

✅ with_tags_max_size

Time: ✅ 27.383µs (SLO: <40.000µs 📉 -31.5%) vs baseline: +1.5%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.968µs (SLO: <40.000µs 📉 -20.1%) vs baseline: -0.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.7%

✅ re_expand_noaspect

Time: ✅ 29.793µs (SLO: <40.000µs 📉 -25.5%) vs baseline: +3.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ re_findall_aspect

Time: ✅ 2.923µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.6%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 1.443µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +2.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.9%

✅ re_finditer_aspect

Time: ✅ 4.406µs (SLO: <10.000µs 📉 -55.9%) vs baseline: -0.5%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.412µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.2%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ re_fullmatch_aspect

Time: ✅ 2.641µs (SLO: <10.000µs 📉 -73.6%) vs baseline: -2.1%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.9%

✅ re_fullmatch_noaspect

Time: ✅ 1.293µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +4.9%

✅ re_group_aspect

Time: ✅ 2.916µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.5%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.1%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +6.1%

✅ re_groups_aspect

Time: ✅ 3.036µs (SLO: <10.000µs 📉 -69.6%) vs baseline: +0.7%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ re_groups_noaspect

Time: ✅ 1.690µs (SLO: <10.000µs 📉 -83.1%) vs baseline: ~same

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.3%

✅ re_match_aspect

Time: ✅ 2.694µs (SLO: <10.000µs 📉 -73.1%) vs baseline: +1.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +4.8%

✅ re_match_noaspect

Time: ✅ 1.306µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +2.1%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.7%

✅ re_search_aspect

Time: ✅ 2.520µs (SLO: <10.000µs 📉 -74.8%) vs baseline: ~same

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 1.201µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.4%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.7%

✅ re_sub_aspect

Time: ✅ 3.387µs (SLO: <10.000µs 📉 -66.1%) vs baseline: ~same

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.1%

✅ re_sub_noaspect

Time: ✅ 1.527µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +4.4%

✅ re_subn_aspect

Time: ✅ 3.702µs (SLO: <10.000µs 📉 -63.0%) vs baseline: +0.8%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +4.7%

✅ re_subn_noaspect

Time: ✅ 1.637µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +2.4%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.9%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.2%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +3.8%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.4%

✅ add_inplace_noaspect

Time: ✅ 0.314µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -1.3%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.6%

✅ add_noaspect

Time: ✅ 0.274µs (SLO: <10.000µs 📉 -97.3%) vs baseline: -1.2%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ bytearray_aspect

Time: ✅ 1.332µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ bytearray_extend_aspect

Time: ✅ 1.554µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.3%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.615µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.2%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +3.9%

✅ bytearray_noaspect

Time: ✅ 0.486µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.0%

✅ bytes_aspect

Time: ✅ 1.261µs (SLO: <10.000µs 📉 -87.4%) vs baseline: -0.5%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +3.7%

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.9%

✅ bytesio_aspect

Time: ✅ 1.306µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.4%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ bytesio_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ capitalize_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.5%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ capitalize_noaspect

Time: ✅ 0.432µs (SLO: <10.000µs 📉 -95.7%) vs baseline: +0.5%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +4.1%

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.5%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +3.9%

✅ casefold_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.7%

✅ decode_aspect

Time: ✅ 0.723µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.5%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ decode_noaspect

Time: ✅ 0.427µs (SLO: <10.000µs 📉 -95.7%) vs baseline: +2.3%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.1%

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.2%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +3.7%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.7%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +3.8%

✅ format_aspect

Time: ✅ 3.522µs (SLO: <10.000µs 📉 -64.8%) vs baseline: +3.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ format_map_aspect

Time: ✅ 3.645µs (SLO: <10.000µs 📉 -63.5%) vs baseline: +0.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.6%

✅ format_map_noaspect

Time: ✅ 0.774µs (SLO: <10.000µs 📉 -92.3%) vs baseline: +0.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.0%

✅ format_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.5%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +3.7%

✅ index_aspect

Time: ✅ 0.360µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.6%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +3.8%

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.2%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ join_aspect

Time: ✅ 1.360µs (SLO: <10.000µs 📉 -86.4%) vs baseline: ~same

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.7%

✅ join_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.1%

✅ ljust_aspect

Time: ✅ 2.556µs (SLO: <20.000µs 📉 -87.2%) vs baseline: +0.6%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.0%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.0%

✅ lower_aspect

Time: ✅ 2.210µs (SLO: <10.000µs 📉 -77.9%) vs baseline: +0.8%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ lower_noaspect

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

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.8%

✅ lstrip_aspect

Time: ✅ 2.371µs (SLO: <20.000µs 📉 -88.1%) vs baseline: +6.9%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.6%

✅ lstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.9%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +3.8%

✅ modulo_aspect

Time: ✅ 1.043µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +3.7%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.570µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +0.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ modulo_aspect_for_bytes

Time: ✅ 0.975µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -0.6%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.268µs (SLO: <10.000µs 📉 -87.3%) vs baseline: -0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.4%

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.4%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.3%

✅ replace_aspect

Time: ✅ 4.874µs (SLO: <10.000µs 📉 -51.3%) vs baseline: -0.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +3.9%

✅ replace_noaspect

Time: ✅ 0.458µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.5%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +3.9%

✅ repr_aspect

Time: ✅ 0.915µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.5%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ repr_noaspect

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

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +4.0%

✅ rstrip_aspect

Time: ✅ 1.912µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +1.5%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.0%

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.0%

✅ slice_aspect

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

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ slice_noaspect

Time: ✅ 0.445µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.2%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +4.0%

✅ stringio_aspect

Time: ✅ 1.547µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.9%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.3%

✅ stringio_noaspect

Time: ✅ 0.714µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.3%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +3.7%

✅ strip_aspect

Time: ✅ 2.203µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.8%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.0%

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.3%

✅ swapcase_aspect

Time: ✅ 2.403µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.5%

✅ swapcase_noaspect

Time: ✅ 0.532µs (SLO: <10.000µs 📉 -94.7%) vs baseline: ~same

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +3.8%

✅ title_aspect

Time: ✅ 2.291µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -1.6%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +4.0%

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.8%

✅ translate_aspect

Time: ✅ 3.212µs (SLO: <10.000µs 📉 -67.9%) vs baseline: -0.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.4%

✅ translate_noaspect

Time: ✅ 1.038µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.1%

✅ upper_aspect

Time: ✅ 2.196µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.4%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.0%

✅ upper_noaspect

Time: ✅ 0.374µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +2.2%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +3.9%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.468µs (SLO: <10.000µs 📉 -85.3%) vs baseline: +0.8%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.1%

✅ split_aspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +4.9%

✅ split_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.8%

✅ splitlines_aspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +1.0%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +4.8%

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.1%

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.016µs (SLO: <60.000µs 📉 -18.3%) vs baseline: +0.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.7%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.345ms (SLO: <42.000ms -3.9%) vs baseline: -0.3%

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

✅ add-link

Time: ✅ 36.403ms (SLO: <38.550ms -5.6%) vs baseline: -0.9%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 219.271ms (SLO: <232.000ms -5.5%) vs baseline: -0.3%

Memory: ✅ 34.308MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 210.597ms (SLO: <221.600ms -5.0%) vs baseline: ~same

Memory: ✅ 34.347MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.483ms (SLO: <31.300ms -5.8%) vs baseline: +0.8%

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

✅ is-recording

Time: ✅ 29.265ms (SLO: <31.000ms -5.6%) vs baseline: +0.2%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 63.352ms (SLO: <65.850ms -3.8%) vs baseline: +0.3%

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

✅ set-status

Time: ✅ 32.117ms (SLO: <34.150ms -6.0%) vs baseline: +0.2%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.6%

✅ start

Time: ✅ 29.000ms (SLO: <30.150ms -3.8%) vs baseline: -0.4%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 34.103ms (SLO: <35.350ms -3.5%) vs baseline: +0.9%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 34.052ms (SLO: <35.450ms -3.9%) vs baseline: +0.4%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.8%

✅ update-name

Time: ✅ 31.043ms (SLO: <33.400ms -7.1%) vs baseline: -0.6%

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

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.077ms (SLO: <47.150ms 📉 -15.0%) vs baseline: -0.7%

Memory: ✅ 43.596MB (SLO: <47.000MB -7.2%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 319.969ms (SLO: <344.800ms -7.2%) vs baseline: +0.9%

Memory: ✅ 652.214MB (SLO: <675.000MB -3.4%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 288.683ms (SLO: <314.000ms -8.1%) vs baseline: +0.3%

Memory: ✅ 653.627MB (SLO: <675.000MB -3.2%) vs baseline: +5.2%

✅ get-context

Time: ✅ 82.541ms (SLO: <92.350ms 📉 -10.6%) vs baseline: +3.2%

Memory: ✅ 39.413MB (SLO: <46.500MB 📉 -15.2%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 38.748ms (SLO: <44.500ms 📉 -12.9%) vs baseline: +2.0%

Memory: ✅ 43.025MB (SLO: <47.500MB -9.4%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.105ms (SLO: <67.650ms 📉 -14.1%) vs baseline: +0.3%

Memory: ✅ 39.705MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +4.8%

✅ set-status

Time: ✅ 44.435ms (SLO: <50.400ms 📉 -11.8%) vs baseline: +1.4%

Memory: ✅ 42.990MB (SLO: <47.000MB -8.5%) vs baseline: +5.0%

✅ start

Time: ✅ 37.412ms (SLO: <43.450ms 📉 -13.9%) vs baseline: +0.6%

Memory: ✅ 42.973MB (SLO: <47.000MB -8.6%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 81.265ms (SLO: <88.000ms -7.7%) vs baseline: ~same

Memory: ✅ 34.387MB (SLO: <46.500MB 📉 -26.1%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 82.925ms (SLO: <89.000ms -6.8%) vs baseline: +0.1%

Memory: ✅ 34.465MB (SLO: <46.500MB 📉 -25.9%) vs baseline: +5.0%

✅ update-name

Time: ✅ 38.860ms (SLO: <45.150ms 📉 -13.9%) vs baseline: +0.3%

Memory: ✅ 43.248MB (SLO: <47.000MB -8.0%) vs baseline: +5.0%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 345.028ms (SLO: <354.300ms -2.6%) vs baseline: ~same

Memory: ✅ 37.815MB (SLO: <40.000MB -5.5%) vs baseline: +4.7%

✅ cache_on

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 35.707MB (SLO: <39.000MB -8.4%) vs baseline: +3.9%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.687µs (SLO: <170.000µs -8.4%) vs baseline: +0.2%

Memory: ✅ 36.596MB (SLO: <38.500MB -4.9%) vs baseline: +4.5%

✅ import_many_cached

Time: ✅ 120.953µs (SLO: <130.000µs -7.0%) vs baseline: +0.5%

Memory: ✅ 36.533MB (SLO: <38.500MB -5.1%) vs baseline: +4.7%

✅ import_many_stdlib

Time: ✅ 1.626ms (SLO: <1.750ms -7.1%) vs baseline: +0.2%

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

✅ import_many_stdlib_cached

Time: ✅ 0.973ms (SLO: <1.100ms 📉 -11.6%) vs baseline: -0.2%

Memory: ✅ 36.692MB (SLO: <38.500MB -4.7%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 831.034µs (SLO: <890.000µs -6.6%) vs baseline: -0.8%

Memory: ✅ 36.766MB (SLO: <38.500MB -4.5%) vs baseline: +4.7%

✅ import_many_unknown_cached

Time: ✅ 792.172µs (SLO: <870.000µs -8.9%) vs baseline: -0.3%

Memory: ✅ 36.745MB (SLO: <38.500MB -4.6%) vs baseline: +5.0%

✅ import_one

Time: ✅ 19.786µs (SLO: <30.000µs 📉 -34.0%) vs baseline: ~same

Memory: ✅ 36.510MB (SLO: <39.000MB -6.4%) vs baseline: +4.1%

✅ import_one_cache

Time: ✅ 6.254µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.7%

Memory: ✅ 36.592MB (SLO: <38.500MB -5.0%) vs baseline: +4.9%

✅ import_one_stdlib

Time: ✅ 18.792µs (SLO: <20.000µs -6.0%) vs baseline: +0.6%

Memory: ✅ 36.583MB (SLO: <38.500MB -5.0%) vs baseline: +4.8%

✅ import_one_stdlib_cache

Time: ✅ 6.270µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.5%

Memory: ✅ 36.657MB (SLO: <38.500MB -4.8%) vs baseline: +5.4%

✅ import_one_unknown

Time: ✅ 45.190µs (SLO: <50.000µs -9.6%) vs baseline: -0.6%

Memory: ✅ 36.634MB (SLO: <38.500MB -4.8%) vs baseline: +4.9%

✅ import_one_unknown_cache

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

Memory: ✅ 36.605MB (SLO: <38.500MB -4.9%) vs baseline: +5.6%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.337µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.5%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +4.9%

✅ high_rate_limit

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.1%

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

✅ long_window

Time: ✅ 2.354µs (SLO: <10.000µs 📉 -76.5%) vs baseline: ~same

Memory: ✅ 31.418MB (SLO: <34.000MB -7.6%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.346µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.6%

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

✅ no_rate_limit

Time: ✅ 0.836µs (SLO: <10.000µs 📉 -91.6%) vs baseline: -0.1%

Memory: ✅ 31.418MB (SLO: <34.000MB -7.6%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.473µs (SLO: <10.000µs 📉 -75.3%) vs baseline: -0.4%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +4.9%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.121ms (SLO: <320.950ms -3.7%) vs baseline: ~same

Memory: ✅ 32.676MB (SLO: <34.500MB -5.3%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 327.132ms (SLO: <359.150ms -8.9%) vs baseline: -0.5%

Memory: ✅ 37.224MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ medium

Time: ✅ 7.027ms (SLO: <7.400ms -5.0%) vs baseline: +0.2%

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

✅ shallow

Time: ✅ 0.943ms (SLO: <1.050ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 138.038µs (SLO: <290.000µs 📉 -52.4%) vs baseline: +0.5%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +3.9%

✅ high_match

Time: ✅ 172.715µs (SLO: <480.000µs 📉 -64.0%) vs baseline: +0.2%

Memory: ✅ 31.536MB (SLO: <34.000MB -7.2%) vs baseline: +5.0%

✅ low_match

Time: ✅ 98.945µs (SLO: <120.000µs 📉 -17.5%) vs baseline: ~same

Memory: ✅ 600.585MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.667ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.5%

Memory: ✅ 67.884MB (SLO: <75.000MB -9.5%) vs baseline: +4.8%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.468µs (SLO: <20.000µs 📉 -47.7%) vs baseline: +0.3%

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

✅ all-enabled

Time: ✅ 39.875µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.1%

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 41.035µs (SLO: <50.000µs 📉 -17.9%) vs baseline: +0.9%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 39.962µs (SLO: <50.000µs 📉 -20.1%) vs baseline: ~same

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +4.6%

✅ no-useragentvariant

Time: ✅ 38.631µs (SLO: <50.000µs 📉 -22.7%) vs baseline: ~same

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

✅ obfuscation-no-query

Time: ✅ 40.245µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.4%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +5.0%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.608µs (SLO: <90.000µs 📉 -16.0%) vs baseline: +0.1%

Memory: ✅ 32.775MB (SLO: <34.000MB -3.6%) vs baseline: +4.7%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.091µs (SLO: <90.000µs 📉 -15.5%) vs baseline: ~same

Memory: ✅ 32.794MB (SLO: <34.000MB -3.5%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.592µs (SLO: <170.000µs -9.1%) vs baseline: +0.1%

Memory: ✅ 32.775MB (SLO: <34.500MB -5.0%) vs baseline: +4.8%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.001µs (SLO: <160.000µs -7.5%) vs baseline: ~same

Memory: ✅ 32.794MB (SLO: <34.500MB -4.9%) vs baseline: +4.7%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.885µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 32.735MB (SLO: <34.500MB -5.1%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.323µs (SLO: <50.000µs 📉 -21.4%) vs baseline: -0.1%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.275µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.4%

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

✅ useragentvariant_exists_3

Time: ✅ 39.845µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.3%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.501µs (SLO: <50.000µs 📉 -21.0%) vs baseline: +0.4%

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.329µs (SLO: <50.000µs 📉 -21.3%) vs baseline: +0.2%

Memory: ✅ 32.401MB (SLO: <34.000MB -4.7%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 19.915ms (SLO: <22.500ms 📉 -11.5%) vs baseline: -0.5%

Memory: ✅ 48.397MB (SLO: <53.000MB -8.7%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 90.062ms (SLO: <93.500ms -3.7%) vs baseline: +0.2%

Memory: ✅ 735.969MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 147.247ms (SLO: <155.000ms -5.0%) vs baseline: +0.3%

Memory: ✅ 736.151MB (SLO: <962.500MB 📉 -23.5%) vs baseline: +4.9%

✅ get-context

Time: ✅ 18.232ms (SLO: <20.500ms 📉 -11.1%) vs baseline: ~same

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

✅ is-recording

Time: ✅ 18.504ms (SLO: <20.500ms -9.7%) vs baseline: -0.5%

Memory: ✅ 47.223MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 37.760ms (SLO: <40.000ms -5.6%) vs baseline: +0.8%

Memory: ✅ 41.623MB (SLO: <53.000MB 📉 -21.5%) vs baseline: +5.0%

✅ set-status

Time: ✅ 20.208ms (SLO: <22.000ms -8.1%) vs baseline: +0.3%

Memory: ✅ 47.224MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.9%

✅ start

Time: ✅ 18.301ms (SLO: <20.500ms 📉 -10.7%) vs baseline: +0.9%

Memory: ✅ 47.293MB (SLO: <53.000MB 📉 -10.8%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 50.662ms (SLO: <52.500ms -3.5%) vs baseline: +0.1%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 51.933ms (SLO: <54.500ms -4.7%) vs baseline: ~same

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

✅ start-finish-traceid128

Time: ✅ 54.093ms (SLO: <57.000ms -5.1%) vs baseline: +1.0%

Memory: ✅ 31.850MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 18.656ms (SLO: <22.500ms 📉 -17.1%) vs baseline: +0.7%

Memory: ✅ 47.240MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.8%

✅ update-name

Time: ✅ 18.662ms (SLO: <22.000ms 📉 -15.2%) vs baseline: +0.1%

Memory: ✅ 47.786MB (SLO: <53.000MB -9.8%) vs baseline: +4.8%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.947µs (SLO: <20.000µs 📉 -85.3%) vs baseline: +0.1%

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

✅ 1-count-metrics-100-times

Time: ✅ 198.588µs (SLO: <220.000µs -9.7%) vs baseline: -0.7%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.6%

✅ 1-distribution-metric-1-times

Time: ✅ 3.255µs (SLO: <20.000µs 📉 -83.7%) vs baseline: -0.3%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.8%

✅ 1-distribution-metrics-100-times

Time: ✅ 211.958µs (SLO: <220.000µs -3.7%) vs baseline: -1.2%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.1%

✅ 1-gauge-metric-1-times

Time: ✅ 2.192µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.3%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

✅ 1-gauge-metrics-100-times

Time: ✅ 137.343µs (SLO: <150.000µs -8.4%) vs baseline: +1.0%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +5.1%

✅ 1-rate-metric-1-times

Time: ✅ 3.061µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -1.2%

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

✅ 1-rate-metrics-100-times

Time: ✅ 211.741µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -0.5%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +5.1%

✅ 100-count-metrics-100-times

Time: ✅ 20.089ms (SLO: <22.000ms -8.7%) vs baseline: +0.4%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.221ms (SLO: <2.300ms -3.5%) vs baseline: -1.7%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.418ms (SLO: <1.550ms -8.5%) vs baseline: +1.3%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +4.8%

✅ 100-rate-metrics-100-times

Time: ✅ 2.190ms (SLO: <2.550ms 📉 -14.1%) vs baseline: ~same

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

✅ flush-1-metric

Time: ✅ 4.582µs (SLO: <20.000µs 📉 -77.1%) vs baseline: +0.1%

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

✅ flush-100-metrics

Time: ✅ 175.641µs (SLO: <250.000µs 📉 -29.7%) vs baseline: +0.5%

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

✅ flush-1000-metrics

Time: ✅ 2.113ms (SLO: <2.500ms 📉 -15.5%) vs baseline: -1.1%

Memory: ✅ 32.657MB (SLO: <34.500MB -5.3%) vs baseline: +4.6%

✅ tracer - 6/6

✅ large

Time: ✅ 29.254ms (SLO: <32.950ms 📉 -11.2%) vs baseline: +0.3%

Memory: ✅ 32.696MB (SLO: <34.500MB -5.2%) vs baseline: +4.8%

✅ medium

Time: ✅ 2.885ms (SLO: <3.200ms -9.9%) vs baseline: ~same

Memory: ✅ 31.516MB (SLO: <34.000MB -7.3%) vs baseline: +4.9%

✅ small

Time: ✅ 328.821µs (SLO: <370.000µs 📉 -11.1%) vs baseline: +1.0%

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

feat(aiokafka): add DSM support

013975d

Co-authored-by: Pieter Van Isacker <[email protected]>

dubloom added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 3, 2025

Merge branch 'dubloom/aiokafka-apm' into dubloom/aiokafka-dsm

84df845

feat(aiokafka): add DSM support for aiokafka #15112

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feat(aiokafka): add DSM support for aiokafka #15112

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dubloom commented Nov 3, 2025

Description

Testing

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

✅ ospathsplitdrive_aspect

✅ ospathsplitdrive_noaspect

✅ ospathsplitext_aspect

✅ ospathsplitext_noaspect

✅ 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

✅ 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

✅ invalid_trace_id_header

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