chore(profiling): improve typing in profiler.py #15499

KowalskiThomas · 2025-12-03T18:57:52Z

Description

https://datadoghq.atlassian.net/browse/PROF-13197

WIP

github-actions · 2025-12-03T18:58:25Z

CODEOWNERS have been resolved as:

ddtrace/internal/datadog/profiling/ddup/_ddup.pyi                       @DataDog/profiling-python
ddtrace/internal/datadog/profiling/ddup/_ddup.pyx                       @DataDog/profiling-python
ddtrace/profiling/profiler.py                                           @DataDog/profiling-python

github-actions · 2025-12-03T19:30:40Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 250 ± 4 ms.

The average import time from base is: 253 ± 4 ms.

The import time difference between this PR and base is: -2.8 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.727 ms (1.09%)

ddtrace.bootstrap.sitecustomize 1.367 ms (0.55%)

ddtrace.bootstrap.preload 1.367 ms (0.55%)

ddtrace.internal.remoteconfig.client 0.705 ms (0.28%)

ddtrace 1.360 ms (0.54%)

ddtrace._logger 0.677 ms (0.27%)

ddtrace.internal.telemetry 0.677 ms (0.27%)

ddtrace.internal.telemetry.writer 0.677 ms (0.27%)

ddtrace.internal.utils.version 0.677 ms (0.27%)

ddtrace.version 0.677 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%)

pr-commenter · 2025-12-03T20:41:47Z

Performance SLOs

Comparing candidate kowalski/chore-profiling-improve-typing-in-profiler-py (7b318ae) with baseline main (ba60fe5)

📈 Performance Regressions (2 suites)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.188µs (SLO: <10.000µs 📉 -48.1%) vs baseline: 📈 +25.4%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.1%

✅ ospathjoin_aspect

Time: ✅ 6.189µs (SLO: <10.000µs 📉 -38.1%) vs baseline: +0.9%

Memory: ✅ 40.442MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.2%

✅ ospathjoin_noaspect

Time: ✅ 2.290µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.8%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ ospathnormcase_aspect

Time: ✅ 3.462µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +1.0%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ ospathnormcase_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.3%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 4.718µs (SLO: <10.000µs 📉 -52.8%) vs baseline: -0.9%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.7%

✅ ospathsplit_noaspect

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.4%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ ospathsplitdrive_aspect

Time: ✅ 3.658µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.2%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.704µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.5%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 4.478µs (SLO: <10.000µs 📉 -55.2%) vs baseline: -1.3%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

✅ ospathsplitext_noaspect

Time: ✅ 1.374µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.9%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.8%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.419µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +17.6%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.4%

✅ 1-count-metrics-100-times

Time: ✅ 203.187µs (SLO: <220.000µs -7.6%) vs baseline: +0.8%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.308µs (SLO: <20.000µs 📉 -83.5%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ 1-distribution-metrics-100-times

Time: ✅ 217.373µs (SLO: <230.000µs -5.5%) vs baseline: -0.1%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ 1-gauge-metric-1-times

Time: ✅ 2.181µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.185µs (SLO: <150.000µs -9.2%) vs baseline: ~same

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ 1-rate-metric-1-times

Time: ✅ 3.135µs (SLO: <20.000µs 📉 -84.3%) vs baseline: +2.0%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ 1-rate-metrics-100-times

Time: ✅ 218.448µs (SLO: <250.000µs 📉 -12.6%) vs baseline: +2.0%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ 100-count-metrics-100-times

Time: ✅ 20.373ms (SLO: <22.000ms -7.4%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.273ms (SLO: <2.300ms 🟡 -1.2%) vs baseline: -1.0%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.404ms (SLO: <1.550ms -9.4%) vs baseline: +0.5%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.206ms (SLO: <2.550ms 📉 -13.5%) vs baseline: +0.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ flush-1-metric

Time: ✅ 4.625µs (SLO: <20.000µs 📉 -76.9%) vs baseline: -0.6%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 175.351µs (SLO: <250.000µs 📉 -29.9%) vs baseline: +0.8%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ flush-1000-metrics

Time: ✅ 2.198ms (SLO: <2.500ms 📉 -12.1%) vs baseline: +0.8%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +5.0%

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.269µs (SLO: <20.000µs 📉 -33.7%) vs baseline: +0.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.276µs (SLO: <10.000µs 📉 -67.2%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.641µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.9%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ set_item

Time: ✅ 24.178µs (SLO: <30.000µs 📉 -19.4%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.579ms (SLO: <22.300ms 📉 -12.2%) vs baseline: -0.4%

Memory: ✅ 67.889MB (SLO: <70.500MB -3.7%) vs baseline: +4.5%

✅ exception-replay-enabled

Time: ✅ 1.359ms (SLO: <1.450ms -6.3%) vs baseline: -0.6%

Memory: ✅ 66.262MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ iast

Time: ✅ 19.535ms (SLO: <22.250ms 📉 -12.2%) vs baseline: -0.4%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.422ms (SLO: <16.550ms -6.8%) vs baseline: +0.1%

Memory: ✅ 56.233MB (SLO: <57.500MB -2.2%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 19.479ms (SLO: <21.750ms 📉 -10.4%) vs baseline: -0.3%

Memory: ✅ 68.125MB (SLO: <70.500MB -3.4%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 19.977ms (SLO: <28.200ms 📉 -29.2%) vs baseline: +0.8%

Memory: ✅ 68.107MB (SLO: <71.000MB -4.1%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.567ms (SLO: <21.750ms 📉 -10.0%) vs baseline: -0.2%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.6%

✅ tracer-and-profiler

Time: ✅ 21.233ms (SLO: <23.500ms -9.6%) vs baseline: -0.2%

Memory: ✅ 69.324MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.684ms (SLO: <21.500ms -8.4%) vs baseline: -0.1%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.5%

✅ tracer-minimal

Time: ✅ 16.809ms (SLO: <17.500ms -3.9%) vs baseline: -0.4%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.483ms (SLO: <21.750ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 68.026MB (SLO: <72.500MB -6.2%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 17.591ms (SLO: <19.650ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.101ms (SLO: <20.100ms -5.0%) vs baseline: -0.2%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.245ms (SLO: <21.500ms 📉 -10.5%) vs baseline: -0.5%

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.589ms (SLO: <22.000ms 📉 -11.0%) vs baseline: +1.3%

Memory: ✅ 67.944MB (SLO: <70.500MB -3.6%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.326ms (SLO: <19.850ms 📉 -17.8%) vs baseline: +0.1%

Memory: ✅ 69.713MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 16.311ms (SLO: <19.400ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 69.706MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.365ms (SLO: <19.450ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 69.690MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.7%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 55.522MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.074ms (SLO: <2.250ms -7.8%) vs baseline: ~same

Memory: ✅ 55.522MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.062ms (SLO: <2.300ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 55.365MB (SLO: <56.500MB -2.0%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.384ms (SLO: <4.750ms 📉 -28.8%) vs baseline: +0.1%

Memory: ✅ 55.508MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.856ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.3%

Memory: ✅ 55.802MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 3.407ms (SLO: <4.750ms 📉 -28.3%) vs baseline: +1.3%

Memory: ✅ 55.469MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.7%

✅ debugger

Time: ✅ 1.868ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 47.927MB (SLO: <49.500MB -3.2%) vs baseline: +4.9%

✅ iast-get

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

Memory: ✅ 44.662MB (SLO: <49.000MB -8.9%) vs baseline: +5.0%

✅ profiler

Time: ✅ 1.903ms (SLO: <2.100ms -9.4%) vs baseline: -0.2%

Memory: ✅ 48.829MB (SLO: <50.000MB -2.3%) vs baseline: +4.9%

✅ resource-renaming

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

Memory: ✅ 55.527MB (SLO: <56.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.368ms (SLO: <3.650ms -7.7%) vs baseline: -0.1%

Memory: ✅ 55.478MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer-native

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

Memory: ✅ 55.508MB (SLO: <60.000MB -7.5%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.055ms (SLO: <4.200ms 📉 -51.1%) vs baseline: -0.2%

Memory: ✅ 55.404MB (SLO: <66.000MB 📉 -16.1%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.063ms (SLO: <2.800ms 📉 -26.3%) vs baseline: +0.2%

Memory: ✅ 55.365MB (SLO: <62.500MB 📉 -11.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.058ms (SLO: <2.250ms -8.5%) vs baseline: +0.2%

Memory: ✅ 55.424MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.392µs (SLO: <100.000µs 📉 -18.6%) vs baseline: +0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ b3_headers

Time: ✅ 14.241µs (SLO: <20.000µs 📉 -28.8%) vs baseline: +0.5%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ b3_single_headers

Time: ✅ 13.377µs (SLO: <20.000µs 📉 -33.1%) vs baseline: +0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.798µs (SLO: <80.000µs 📉 -20.3%) vs baseline: +0.5%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.155µs (SLO: <80.000µs 📉 -17.3%) vs baseline: +0.6%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ empty_headers

Time: ✅ 1.636µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +1.7%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ full_t_id_datadog_headers

Time: ✅ 22.648µs (SLO: <30.000µs 📉 -24.5%) vs baseline: +1.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ invalid_priority_header

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

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 6.533µs (SLO: <10.000µs 📉 -34.7%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ invalid_tags_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +1.0%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ invalid_trace_id_header

Time: ✅ 6.532µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.2%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ large_header_no_matches

Time: ✅ 27.611µs (SLO: <30.000µs -8.0%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ large_valid_headers_all

Time: ✅ 28.676µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ medium_header_no_matches

Time: ✅ 9.876µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.4%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ medium_valid_headers_all

Time: ✅ 11.469µs (SLO: <20.000µs 📉 -42.7%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ none_propagation_style

Time: ✅ 1.729µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ tracecontext_headers

Time: ✅ 35.008µs (SLO: <40.000µs 📉 -12.5%) vs baseline: +1.2%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 6.494µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.3%

✅ valid_headers_basic

Time: ✅ 6.115µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_empty_headers

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.2%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ wsgi_invalid_priority_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.2%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.626µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +2.0%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ wsgi_invalid_tags_header

Time: ✅ 6.608µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.548µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

✅ wsgi_large_header_no_matches

Time: ✅ 28.942µs (SLO: <40.000µs 📉 -27.6%) vs baseline: +1.0%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.788µs (SLO: <40.000µs 📉 -25.5%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.150µs (SLO: <20.000µs 📉 -49.2%) vs baseline: -0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.536µs (SLO: <20.000µs 📉 -42.3%) vs baseline: -0.1%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ wsgi_valid_headers_all

Time: ✅ 6.566µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.6%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

✅ wsgi_valid_headers_basic

Time: ✅ 6.133µs (SLO: <10.000µs 📉 -38.7%) vs baseline: +0.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.111µs (SLO: <30.000µs 📉 -26.3%) vs baseline: +5.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ with_all

Time: ✅ 27.805µs (SLO: <40.000µs 📉 -30.5%) vs baseline: -0.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ with_dd_origin

Time: ✅ 24.863µs (SLO: <30.000µs 📉 -17.1%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ with_priority_and_origin

Time: ✅ 24.393µs (SLO: <40.000µs 📉 -39.0%) vs baseline: +0.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 21.162µs (SLO: <30.000µs 📉 -29.5%) vs baseline: +0.2%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ with_tags

Time: ✅ 25.992µs (SLO: <40.000µs 📉 -35.0%) vs baseline: -0.2%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ with_tags_invalid

Time: ✅ 27.369µs (SLO: <40.000µs 📉 -31.6%) vs baseline: -0.6%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ with_tags_max_size

Time: ✅ 26.647µs (SLO: <40.000µs 📉 -33.4%) vs baseline: +0.2%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.229µs (SLO: <40.000µs 📉 -14.4%) vs baseline: +6.5%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.6%

✅ re_expand_noaspect

Time: ✅ 28.527µs (SLO: <40.000µs 📉 -28.7%) vs baseline: +0.2%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.8%

✅ re_findall_aspect

Time: ✅ 2.914µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.2%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.6%

✅ re_findall_noaspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.1%

✅ re_finditer_aspect

Time: ✅ 4.507µs (SLO: <10.000µs 📉 -54.9%) vs baseline: +0.8%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.2%

✅ re_finditer_noaspect

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

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_fullmatch_aspect

Time: ✅ 2.702µs (SLO: <10.000µs 📉 -73.0%) vs baseline: -0.4%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.4%

✅ re_fullmatch_noaspect

Time: ✅ 1.312µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.9%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.953µs (SLO: <10.000µs 📉 -70.5%) vs baseline: -6.0%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.0%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ re_groups_aspect

Time: ✅ 3.069µs (SLO: <10.000µs 📉 -69.3%) vs baseline: -5.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 1.703µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.9%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.5%

✅ re_match_aspect

Time: ✅ 2.731µs (SLO: <10.000µs 📉 -72.7%) vs baseline: -5.0%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 1.323µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +1.3%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ re_search_aspect

Time: ✅ 2.567µs (SLO: <10.000µs 📉 -74.3%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.220µs (SLO: <10.000µs 📉 -87.8%) vs baseline: +0.8%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ re_sub_aspect

Time: ✅ 3.598µs (SLO: <10.000µs 📉 -64.0%) vs baseline: +4.8%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.3%

✅ re_sub_noaspect

Time: ✅ 1.544µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +1.3%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ re_subn_aspect

Time: ✅ 3.705µs (SLO: <10.000µs 📉 -62.9%) vs baseline: +0.6%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.3%

✅ re_subn_noaspect

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -1.2%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.3%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.499µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +3.1%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ rsplit_noaspect

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.6%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ split_aspect

Time: ✅ 1.423µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.9%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ split_noaspect

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

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.7%

✅ splitlines_aspect

Time: ✅ 1.441µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +1.3%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 0.587µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.0%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.442ms (SLO: <47.150ms 📉 -16.3%) vs baseline: -0.6%

Memory: ✅ 39.518MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 261.433ms (SLO: <344.800ms 📉 -24.2%) vs baseline: -0.4%

Memory: ✅ 43.813MB (SLO: <47.500MB -7.8%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 316.831ms (SLO: <321.000ms 🟡 -1.3%) vs baseline: +0.2%

Memory: ✅ 43.595MB (SLO: <47.500MB -8.2%) vs baseline: +4.3%

✅ get-context

Time: ✅ 80.088ms (SLO: <92.350ms 📉 -13.3%) vs baseline: -0.2%

Memory: ✅ 39.577MB (SLO: <46.500MB 📉 -14.9%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 37.059ms (SLO: <44.500ms 📉 -16.7%) vs baseline: +0.1%

Memory: ✅ 39.492MB (SLO: <47.500MB 📉 -16.9%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.183ms (SLO: <67.650ms 📉 -14.0%) vs baseline: -0.2%

Memory: ✅ 39.981MB (SLO: <47.000MB 📉 -14.9%) vs baseline: +5.4%

✅ set-status

Time: ✅ 43.285ms (SLO: <50.400ms 📉 -14.1%) vs baseline: -0.8%

Memory: ✅ 39.304MB (SLO: <47.000MB 📉 -16.4%) vs baseline: +4.2%

✅ start

Time: ✅ 37.343ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +2.4%

Memory: ✅ 39.437MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 81.780ms (SLO: <88.000ms -7.1%) vs baseline: -0.2%

Memory: ✅ 37.257MB (SLO: <46.500MB 📉 -19.9%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 83.443ms (SLO: <89.000ms -6.2%) vs baseline: ~same

Memory: ✅ 37.277MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.4%

✅ update-name

Time: ✅ 38.033ms (SLO: <45.150ms 📉 -15.8%) vs baseline: ~same

Memory: ✅ 39.612MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +4.9%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.011ms (SLO: <354.300ms -3.2%) vs baseline: -0.8%

Memory: ✅ 40.718MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +5.8%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.7%

Memory: ✅ 39.177MB (SLO: <41.000MB -4.4%) vs baseline: +5.7%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.365µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.2%

✅ high_rate_limit

Time: ✅ 2.437µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +1.0%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ long_window

Time: ✅ 2.349µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.3%

✅ low_rate_limit

Time: ✅ 2.338µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.4%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ no_rate_limit

Time: ✅ 0.828µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.2%

✅ short_window

Time: ✅ 2.497µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.1%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.0%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.401ms (SLO: <320.950ms -3.9%) vs baseline: ~same

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ deep-profiled

Time: ✅ 327.507ms (SLO: <359.150ms -8.8%) vs baseline: ~same

Memory: ✅ 39.813MB (SLO: <40.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ medium

Time: ✅ 6.995ms (SLO: <7.400ms -5.5%) vs baseline: +0.2%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ shallow

Time: ✅ 0.948ms (SLO: <1.050ms -9.7%) vs baseline: +1.4%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.5%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.638µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.1%

Memory: ✅ 35.271MB (SLO: <36.000MB -2.0%) vs baseline: +3.6%

✅ all-enabled

Time: ✅ 41.235µs (SLO: <50.000µs 📉 -17.5%) vs baseline: +2.5%

Memory: ✅ 35.252MB (SLO: <36.000MB -2.1%) vs baseline: +4.7%

✅ collectipvariant_exists

Time: ✅ 41.222µs (SLO: <50.000µs 📉 -17.6%) vs baseline: +1.1%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.438µs (SLO: <50.000µs 📉 -19.1%) vs baseline: ~same

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ no-useragentvariant

Time: ✅ 39.007µs (SLO: <50.000µs 📉 -22.0%) vs baseline: +0.6%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.3%

✅ obfuscation-no-query

Time: ✅ 40.678µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.3%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +5.1%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.842µs (SLO: <90.000µs 📉 -15.7%) vs baseline: ~same

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +5.2%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.649µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +0.3%

Memory: ✅ 35.665MB (SLO: <36.500MB -2.3%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.559µs (SLO: <170.000µs -9.1%) vs baseline: +0.1%

Memory: ✅ 35.586MB (SLO: <36.500MB -2.5%) vs baseline: +4.5%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.855µs (SLO: <160.000µs -7.0%) vs baseline: ~same

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.982µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 35.547MB (SLO: <36.500MB -2.6%) vs baseline: +4.6%

✅ useragentvariant_exists_1

Time: ✅ 39.718µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.1%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.714µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +0.1%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.2%

✅ useragentvariant_exists_3

Time: ✅ 40.262µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +0.6%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.697µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.3%

Memory: ✅ 35.350MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.687µs (SLO: <50.000µs 📉 -20.6%) vs baseline: ~same

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.9%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.186ms (SLO: <32.950ms 📉 -11.4%) vs baseline: +0.2%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.2%

✅ medium

Time: ✅ 2.895ms (SLO: <3.200ms -9.5%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ small

Time: ✅ 332.238µs (SLO: <370.000µs 📉 -10.2%) vs baseline: +1.7%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.688µs (SLO: <170.000µs -8.4%) vs baseline: +0.2%

Memory: ✅ 39.599MB (SLO: <41.000MB -3.4%) vs baseline: +5.5%

✅ import_many_cached

Time: ✅ 122.132µs (SLO: <130.000µs -6.1%) vs baseline: +0.9%

Memory: ✅ 39.579MB (SLO: <41.000MB -3.5%) vs baseline: +4.9%

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.8%) vs baseline: -0.2%

Memory: ✅ 39.515MB (SLO: <41.000MB -3.6%) vs baseline: +5.0%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.5%

Memory: ✅ 39.728MB (SLO: <41.000MB -3.1%) vs baseline: +5.3%

✅ import_many_unknown

Time: ✅ 832.842µs (SLO: <890.000µs -6.4%) vs baseline: -0.5%

Memory: ✅ 39.915MB (SLO: <41.000MB -2.6%) vs baseline: +5.4%

✅ import_many_unknown_cached

Time: ✅ 786.888µs (SLO: <870.000µs -9.6%) vs baseline: -0.8%

Memory: ✅ 39.650MB (SLO: <41.000MB -3.3%) vs baseline: +4.9%

✅ import_one

Time: ✅ 19.825µs (SLO: <30.000µs 📉 -33.9%) vs baseline: +0.6%

Memory: ✅ 39.515MB (SLO: <41.000MB -3.6%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.321µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.6%

Memory: ✅ 39.532MB (SLO: <41.000MB -3.6%) vs baseline: +5.4%

✅ import_one_stdlib

Time: ✅ 18.592µs (SLO: <20.000µs -7.0%) vs baseline: -0.4%

Memory: ✅ 39.630MB (SLO: <41.000MB -3.3%) vs baseline: +5.5%

✅ import_one_stdlib_cache

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

Memory: ✅ 39.515MB (SLO: <41.000MB -3.6%) vs baseline: +5.1%

✅ import_one_unknown

Time: ✅ 45.293µs (SLO: <50.000µs -9.4%) vs baseline: -0.2%

Memory: ✅ 39.530MB (SLO: <41.000MB -3.6%) vs baseline: +5.3%

✅ import_one_unknown_cache

Time: ✅ 6.269µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.4%

Memory: ✅ 39.513MB (SLO: <41.000MB -3.6%) vs baseline: +4.9%

✅ All Tests Passing (5 suites)

✅ iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 40.172MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.5%

Memory: ✅ 40.233MB (SLO: <41.500MB -3.1%) vs baseline: +5.1%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.9%

Memory: ✅ 40.152MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.8%

Memory: ✅ 40.087MB (SLO: <41.500MB -3.4%) vs baseline: +4.8%

✅ bytearray_aspect

Time: ✅ 1.349µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.7%

Memory: ✅ 40.235MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ bytearray_extend_aspect

Time: ✅ 1.503µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -0.7%

Memory: ✅ 40.057MB (SLO: <41.500MB -3.5%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.4%

Memory: ✅ 40.091MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ bytearray_noaspect

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

Memory: ✅ 40.354MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ bytes_aspect

Time: ✅ 1.298µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.7%

Memory: ✅ 40.235MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

✅ bytes_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 40.231MB (SLO: <41.500MB -3.1%) vs baseline: +5.1%

✅ bytesio_aspect

Time: ✅ 1.355µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +3.0%

Memory: ✅ 40.195MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.4%

Memory: ✅ 40.352MB (SLO: <41.500MB -2.8%) vs baseline: +5.0%

✅ capitalize_aspect

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

Memory: ✅ 40.233MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ capitalize_noaspect

Time: ✅ 0.430µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.6%

Memory: ✅ 40.131MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ casefold_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.2%

Memory: ✅ 40.075MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ casefold_noaspect

Time: ✅ 0.365µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -1.4%

Memory: ✅ 40.212MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ decode_aspect

Time: ✅ 0.721µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -1.0%

Memory: ✅ 40.270MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.6%

Memory: ✅ 40.291MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.5%

Memory: ✅ 40.106MB (SLO: <41.500MB -3.4%) vs baseline: +4.5%

✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.5%

Memory: ✅ 40.211MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

✅ format_aspect

Time: ✅ 3.445µs (SLO: <10.000µs 📉 -65.5%) vs baseline: +1.2%

Memory: ✅ 40.369MB (SLO: <41.500MB -2.7%) vs baseline: +5.3%

✅ format_map_aspect

Time: ✅ 3.515µs (SLO: <10.000µs 📉 -64.9%) vs baseline: -2.5%

Memory: ✅ 40.250MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ format_map_noaspect

Time: ✅ 0.771µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -0.2%

Memory: ✅ 40.232MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ format_noaspect

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.2%

Memory: ✅ 40.332MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 0.359µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.0%

Memory: ✅ 40.373MB (SLO: <41.500MB -2.7%) vs baseline: +5.4%

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.8%

Memory: ✅ 40.131MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ join_aspect

Time: ✅ 1.343µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -0.7%

Memory: ✅ 40.233MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ join_noaspect

Time: ✅ 0.488µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

Memory: ✅ 40.210MB (SLO: <41.500MB -3.1%) vs baseline: +5.2%

✅ ljust_aspect

Time: ✅ 2.621µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +2.4%

Memory: ✅ 40.236MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.9%

Memory: ✅ 40.210MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.302µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +1.5%

Memory: ✅ 40.155MB (SLO: <41.500MB -3.2%) vs baseline: +4.3%

✅ lower_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

Memory: ✅ 40.193MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ lstrip_aspect

Time: ✅ 2.264µs (SLO: <20.000µs 📉 -88.7%) vs baseline: -0.7%

Memory: ✅ 40.210MB (SLO: <41.500MB -3.1%) vs baseline: +5.3%

✅ lstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.1%

Memory: ✅ 40.272MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ modulo_aspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +4.3%

Memory: ✅ 40.232MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.544µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.4%

Memory: ✅ 40.212MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes

Time: ✅ 0.982µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.4%

Memory: ✅ 40.134MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.242µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +2.8%

Memory: ✅ 40.174MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ modulo_noaspect

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

Memory: ✅ 40.153MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ replace_aspect

Time: ✅ 4.880µs (SLO: <10.000µs 📉 -51.2%) vs baseline: -0.7%

Memory: ✅ 40.135MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ replace_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.5%

Memory: ✅ 40.053MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.3%

Memory: ✅ 40.171MB (SLO: <41.500MB -3.2%) vs baseline: +4.5%

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: ~same

Memory: ✅ 40.107MB (SLO: <41.500MB -3.4%) vs baseline: +4.8%

✅ rstrip_aspect

Time: ✅ 1.946µs (SLO: <20.000µs 📉 -90.3%) vs baseline: ~same

Memory: ✅ 40.290MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ rstrip_noaspect

Time: ✅ 0.375µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.8%

Memory: ✅ 40.150MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ slice_aspect

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

Memory: ✅ 40.052MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ slice_noaspect

Time: ✅ 0.447µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.7%

Memory: ✅ 40.232MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ stringio_aspect

Time: ✅ 1.551µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.5%

Memory: ✅ 40.156MB (SLO: <41.500MB -3.2%) vs baseline: +4.5%

✅ stringio_noaspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.8%

Memory: ✅ 40.092MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ strip_aspect

Time: ✅ 2.260µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.7%

Memory: ✅ 40.356MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.7%

Memory: ✅ 40.192MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ swapcase_aspect

Time: ✅ 2.512µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +1.7%

Memory: ✅ 40.114MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ swapcase_noaspect

Time: ✅ 0.537µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.7%

Memory: ✅ 40.152MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ title_aspect

Time: ✅ 2.443µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +2.7%

Memory: ✅ 40.235MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ title_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.2%

Memory: ✅ 40.293MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ translate_aspect

Time: ✅ 3.329µs (SLO: <10.000µs 📉 -66.7%) vs baseline: +1.0%

Memory: ✅ 39.997MB (SLO: <41.500MB -3.6%) vs baseline: +4.2%

✅ translate_noaspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.1%

Memory: ✅ 40.033MB (SLO: <41.500MB -3.5%) vs baseline: +4.6%

✅ upper_aspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +2.7%

Memory: ✅ 40.094MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ upper_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.9%

Memory: ✅ 40.212MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.889µs (SLO: <60.000µs 📉 -18.5%) vs baseline: +0.2%

Memory: ✅ 40.029MB (SLO: <42.000MB -4.7%) vs baseline: +4.7%

✅ propagation_enabled

Time: ✅ 175.560µs (SLO: <190.000µs -7.6%) vs baseline: +0.3%

Memory: ✅ 40.049MB (SLO: <42.000MB -4.6%) vs baseline: +4.8%

✅ propagation_enabled_100

Time: ✅ 1.918ms (SLO: <2.300ms 📉 -16.6%) vs baseline: +0.4%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.8%

✅ propagation_enabled_1000

Time: ✅ 32.497ms (SLO: <34.550ms -5.9%) vs baseline: -0.8%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.7%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.738ms (SLO: <42.000ms -3.0%) vs baseline: +0.7%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.344ms (SLO: <38.550ms -5.7%) vs baseline: ~same

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.1%

✅ add-metrics

Time: ✅ 223.196ms (SLO: <232.000ms -3.8%) vs baseline: +1.8%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 215.048ms (SLO: <221.600ms -3.0%) vs baseline: +0.9%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +3.9%

✅ get-context

Time: ✅ 29.289ms (SLO: <31.300ms -6.4%) vs baseline: +0.6%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.2%

✅ is-recording

Time: ✅ 29.416ms (SLO: <31.000ms -5.1%) vs baseline: +1.0%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.080ms (SLO: <65.850ms -4.2%) vs baseline: -0.5%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +4.0%

✅ set-status

Time: ✅ 32.129ms (SLO: <34.150ms -5.9%) vs baseline: +0.8%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.6%

✅ start

Time: ✅ 29.216ms (SLO: <30.150ms -3.1%) vs baseline: +1.0%

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

✅ start-finish

Time: ✅ 34.028ms (SLO: <35.350ms -3.7%) vs baseline: -0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.3%

✅ start-finish-telemetry

Time: ✅ 34.175ms (SLO: <35.450ms -3.6%) vs baseline: +0.1%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.2%

✅ update-name

Time: ✅ 31.357ms (SLO: <33.400ms -6.1%) vs baseline: +0.6%

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +4.9%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 138.206µs (SLO: <290.000µs 📉 -52.3%) vs baseline: +0.5%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.3%

✅ high_match

Time: ✅ 175.156µs (SLO: <480.000µs 📉 -63.5%) vs baseline: +1.1%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ low_match

Time: ✅ 99.081µs (SLO: <120.000µs 📉 -17.4%) vs baseline: +0.1%

Memory: ✅ 603.530MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.678ms (SLO: <8.500ms 📉 -68.5%) vs baseline: +1.2%

Memory: ✅ 71.063MB (SLO: <75.000MB -5.2%) vs baseline: +4.9%

✅ span - 26/26

✅ add-event

Time: ✅ 18.179ms (SLO: <22.500ms 📉 -19.2%) vs baseline: -0.5%

Memory: ✅ 36.862MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 87.833ms (SLO: <93.500ms -6.1%) vs baseline: +0.4%

Memory: ✅ 41.105MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 141.152ms (SLO: <155.000ms -8.9%) vs baseline: -0.8%

Memory: ✅ 41.040MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.6%

✅ get-context

Time: ✅ 16.933ms (SLO: <20.500ms 📉 -17.4%) vs baseline: +0.3%

Memory: ✅ 36.692MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 17.237ms (SLO: <20.500ms 📉 -15.9%) vs baseline: -0.5%

Memory: ✅ 36.811MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.3%

✅ record-exception

Time: ✅ 36.697ms (SLO: <40.000ms -8.3%) vs baseline: +0.5%

Memory: ✅ 37.231MB (SLO: <53.000MB 📉 -29.8%) vs baseline: +4.3%

✅ set-status

Time: ✅ 18.728ms (SLO: <22.000ms 📉 -14.9%) vs baseline: +0.8%

Memory: ✅ 36.732MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ start

Time: ✅ 17.482ms (SLO: <20.500ms 📉 -14.7%) vs baseline: +3.2%

Memory: ✅ 36.614MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 50.919ms (SLO: <52.500ms -3.0%) vs baseline: -0.2%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ start-finish-telemetry

Time: ✅ 52.181ms (SLO: <54.500ms -4.3%) vs baseline: -0.6%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 54.104ms (SLO: <57.000ms -5.1%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 17.165ms (SLO: <22.500ms 📉 -23.7%) vs baseline: -0.5%

Memory: ✅ 36.731MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +5.0%

✅ update-name

Time: ✅ 17.381ms (SLO: <22.000ms 📉 -21.0%) vs baseline: +0.7%

Memory: ✅ 36.832MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (10 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
sethttpmeta-obfuscation-disabled

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

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-profiler-py branch from 951afa5 to 7413526 Compare December 3, 2025 19:23

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-profiler-py branch 2 times, most recently from 367b8ce to 90ffd14 Compare December 3, 2025 19:37

chore(profiling): improve typing in profiler.py

9e7c80a

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-profiler-py branch from 7b318ae to 9e7c80a Compare December 3, 2025 22:09

chore(profiling): improve typing in profiler.py #15499

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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

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

✅ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ 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

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

KowalskiThomas commented Dec 3, 2025 •

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github-actions bot commented Dec 3, 2025 •

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github-actions bot commented Dec 3, 2025 •

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