feat(aap): support for custom scanners #14850

christophe-papazian · 2025-10-13T13:03:29Z

Description

Adding support for custom scanners.
[RFC-1071] API Security: Custom Data Classification

Testing

Add a new custom rule file and a specific tests in threats tests.
Also tested with DataDog/system-tests#5468

APPSEC-59618

github-actions · 2025-10-13T13:04:06Z

CODEOWNERS have been resolved as:

releasenotes/notes/custom_scanners-56cead2502735f2b.yaml                @DataDog/apm-python
tests/appsec/appsec/rules-custom-scanners.json                          @DataDog/asm-python
ddtrace/appsec/_capabilities.py                                         @DataDog/asm-python
tests/appsec/appsec/test_remoteconfiguration.py                         @DataDog/asm-python
tests/appsec/contrib_appsec/utils.py                                    @DataDog/asm-python
tests/appsec/rules.py                                                   @DataDog/asm-python

github-actions · 2025-10-13T13:29:25Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

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

The average import time from base is: 243 ± 2 ms.

The import time difference between this PR and base is: -1.97 ± 0.08 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.978 ms (0.82%)

ddtrace.bootstrap.sitecustomize 1.304 ms (0.54%)

ddtrace.bootstrap.preload 1.304 ms (0.54%)

ddtrace.internal.remoteconfig.client 0.645 ms (0.27%)

ddtrace 0.674 ms (0.28%)

ddtrace.internal._unpatched 0.027 ms (0.01%)

json 0.027 ms (0.01%)

json.decoder 0.027 ms (0.01%)

re 0.027 ms (0.01%)

enum 0.027 ms (0.01%)

types 0.027 ms (0.01%)

pr-commenter · 2025-10-13T14:04:13Z

Performance SLOs

Comparing candidate christophe-papazian/custom_scanners (8b2d3c5) with baseline main (493f80c)

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.522ms (SLO: <22.300ms -8.0%) vs baseline: ~same

Memory: ✅ 65.476MB (SLO: <67.000MB -2.3%) vs baseline: +5.0%

✅ exception-replay-enabled

Time: ✅ 1.347ms (SLO: <1.450ms -7.1%) vs baseline: +0.7%

Memory: ✅ 64.567MB (SLO: <67.000MB -3.6%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.437ms (SLO: <22.250ms -8.1%) vs baseline: -0.1%

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

✅ profiler

Time: ✅ 15.305ms (SLO: <16.550ms -7.5%) vs baseline: +0.2%

Memory: ✅ 53.708MB (SLO: <54.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 20.513ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 65.491MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 26.225ms (SLO: <28.200ms -7.0%) vs baseline: ~same

Memory: ✅ 67.671MB (SLO: <69.500MB -2.6%) vs baseline: +5.0%

✅ tracer

Time: ✅ 20.475ms (SLO: <21.750ms -5.9%) vs baseline: -0.2%

Memory: ✅ 65.436MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.060ms (SLO: <23.500ms -6.1%) vs baseline: -0.1%

Memory: ✅ 66.708MB (SLO: <67.500MB 🟡 -1.2%) vs baseline: +5.1%

✅ tracer-dont-create-db-spans

Time: ✅ 19.312ms (SLO: <21.500ms 📉 -10.2%) vs baseline: -0.4%

Memory: ✅ 65.459MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ tracer-minimal

Time: ✅ 16.602ms (SLO: <17.500ms -5.1%) vs baseline: -0.4%

Memory: ✅ 65.461MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.469ms (SLO: <21.750ms -5.9%) vs baseline: -0.4%

Memory: ✅ 71.408MB (SLO: <72.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.470ms (SLO: <19.650ms -6.0%) vs baseline: +0.4%

Memory: ✅ 65.466MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.756ms (SLO: <20.100ms -6.7%) vs baseline: ~same

Memory: ✅ 65.377MB (SLO: <67.000MB -2.4%) vs baseline: +5.1%

✅ tracer-no-middleware

Time: ✅ 20.215ms (SLO: <21.500ms -6.0%) vs baseline: +0.4%

Memory: ✅ 65.493MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 20.304ms (SLO: <22.000ms -7.7%) vs baseline: -0.2%

Memory: ✅ 65.450MB (SLO: <67.000MB -2.3%) vs baseline: +5.0%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.001ms (SLO: <19.850ms -9.3%) vs baseline: -0.4%

Memory: ✅ 65.235MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 18.016ms (SLO: <19.400ms -7.1%) vs baseline: -0.3%

Memory: ✅ 65.254MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.106ms (SLO: <19.450ms -6.9%) vs baseline: -0.1%

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

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.571ms (SLO: <4.750ms -3.8%) vs baseline: ~same

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

✅ appsec-post

Time: ✅ 6.589ms (SLO: <6.750ms -2.4%) vs baseline: +0.2%

Memory: ✅ 62.010MB (SLO: <65.000MB -4.6%) vs baseline: +4.6%

✅ appsec-telemetry

Time: ✅ 4.572ms (SLO: <4.750ms -3.7%) vs baseline: -0.4%

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

✅ debugger

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

Memory: ✅ 45.534MB (SLO: <47.000MB -3.1%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: +0.1%

Memory: ✅ 42.349MB (SLO: <49.000MB 📉 -13.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.916ms (SLO: <2.100ms -8.8%) vs baseline: +0.2%

Memory: ✅ 46.439MB (SLO: <47.000MB 🟡 -1.2%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 3.377ms (SLO: <3.650ms -7.5%) vs baseline: -0.3%

Memory: ✅ 52.258MB (SLO: <53.500MB -2.3%) vs baseline: +4.6%

✅ tracer

Time: ✅ 3.372ms (SLO: <3.650ms -7.6%) vs baseline: -0.1%

Memory: ✅ 52.258MB (SLO: <53.500MB -2.3%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.374ms (SLO: <3.650ms -7.6%) vs baseline: ~same

Memory: ✅ 58.256MB (SLO: <60.000MB -2.9%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 42.528ms (SLO: <47.150ms -9.8%) vs baseline: +0.4%

Memory: ✅ 44.473MB (SLO: <47.000MB -5.4%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 315.688ms (SLO: <344.800ms -8.4%) vs baseline: -0.3%

Memory: ✅ 595.284MB (SLO: <600.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 288.155ms (SLO: <314.000ms -8.2%) vs baseline: +0.3%

Memory: ✅ 596.296MB (SLO: <600.000MB 🟡 -0.6%) vs baseline: +4.8%

✅ get-context

Time: ✅ 80.285ms (SLO: <92.350ms 📉 -13.1%) vs baseline: -0.4%

Memory: ✅ 39.969MB (SLO: <46.500MB 📉 -14.0%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 39.836ms (SLO: <44.500ms 📉 -10.5%) vs baseline: +2.6%

Memory: ✅ 43.848MB (SLO: <47.500MB -7.7%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 59.343ms (SLO: <67.650ms 📉 -12.3%) vs baseline: +0.7%

Memory: ✅ 40.165MB (SLO: <47.000MB 📉 -14.5%) vs baseline: +4.5%

✅ set-status

Time: ✅ 44.853ms (SLO: <50.400ms 📉 -11.0%) vs baseline: +0.5%

Memory: ✅ 43.958MB (SLO: <47.000MB -6.5%) vs baseline: +4.8%

✅ start

Time: ✅ 38.300ms (SLO: <43.450ms 📉 -11.9%) vs baseline: +0.3%

Memory: ✅ 43.957MB (SLO: <47.000MB -6.5%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.629ms (SLO: <88.000ms -6.1%) vs baseline: +0.1%

Memory: ✅ 34.524MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.904ms (SLO: <89.000ms -5.7%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.9%

✅ update-name

Time: ✅ 40.364ms (SLO: <45.150ms 📉 -10.6%) vs baseline: +1.0%

Memory: ✅ 44.229MB (SLO: <47.000MB -5.9%) vs baseline: +5.1%

🟡 span - 26/26

✅ add-event

Time: ✅ 20.602ms (SLO: <22.500ms -8.4%) vs baseline: +0.5%

Memory: ✅ 50.312MB (SLO: <53.000MB -5.1%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 91.164ms (SLO: <93.500ms -2.5%) vs baseline: +0.4%

Memory: ✅ 661.197MB (SLO: <961.000MB 📉 -31.2%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 148.001ms (SLO: <155.000ms -4.5%) vs baseline: +0.2%

Memory: ✅ 660.885MB (SLO: <962.500MB 📉 -31.3%) vs baseline: +4.7%

✅ get-context

Time: ✅ 19.144ms (SLO: <20.500ms -6.6%) vs baseline: +0.1%

Memory: ✅ 49.087MB (SLO: <53.000MB -7.4%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 19.398ms (SLO: <20.500ms -5.4%) vs baseline: -0.1%

Memory: ✅ 49.173MB (SLO: <53.000MB -7.2%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 38.591ms (SLO: <40.000ms -3.5%) vs baseline: +0.6%

Memory: ✅ 42.809MB (SLO: <53.000MB 📉 -19.2%) vs baseline: +5.1%

✅ set-status

Time: ✅ 21.158ms (SLO: <22.000ms -3.8%) vs baseline: ~same

Memory: ✅ 49.106MB (SLO: <53.000MB -7.3%) vs baseline: +4.8%

✅ start

Time: ✅ 19.185ms (SLO: <20.500ms -6.4%) vs baseline: -0.6%

Memory: ✅ 49.157MB (SLO: <53.000MB -7.3%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.524ms (SLO: <52.500ms 🟡 -1.9%) vs baseline: +0.3%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 52.746ms (SLO: <54.500ms -3.2%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.1%

✅ start-finish-traceid128

Time: ✅ 55.064ms (SLO: <56.000ms 🟡 -1.7%) vs baseline: +0.4%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 19.866ms (SLO: <22.500ms 📉 -11.7%) vs baseline: +1.1%

Memory: ✅ 49.076MB (SLO: <53.000MB -7.4%) vs baseline: +4.7%

✅ update-name

Time: ✅ 20.255ms (SLO: <22.000ms -7.9%) vs baseline: +0.5%

Memory: ✅ 49.783MB (SLO: <53.000MB -6.1%) vs baseline: +4.6%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.251µs (SLO: <20.000µs 📉 -33.7%) vs baseline: -0.6%

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

✅ context_with_data_no_listeners

Time: ✅ 3.284µs (SLO: <10.000µs 📉 -67.2%) vs baseline: -0.9%

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

✅ get_item_exists

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.8%

✅ get_item_missing

Time: ✅ 0.637µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.7%

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

✅ set_item

Time: ✅ 24.242µs (SLO: <30.000µs 📉 -19.2%) vs baseline: ~same

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.9%

✅ All Tests Passing (18 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

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

Memory: ✅ 52.101MB (SLO: <53.500MB -2.6%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.086ms (SLO: <2.250ms -7.3%) vs baseline: ~same

Memory: ✅ 52.121MB (SLO: <53.500MB -2.6%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.085ms (SLO: <2.300ms -9.3%) vs baseline: +0.3%

Memory: ✅ 52.081MB (SLO: <53.500MB -2.7%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.932ms (SLO: <4.200ms -6.4%) vs baseline: -0.3%

Memory: ✅ 62.305MB (SLO: <66.000MB -5.6%) vs baseline: +5.0%

✅ iast-enabled

Time: ✅ 2.443ms (SLO: <2.800ms 📉 -12.7%) vs baseline: -0.2%

Memory: ✅ 58.609MB (SLO: <60.000MB -2.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.250ms -8.0%) vs baseline: -0.2%

Memory: ✅ 52.199MB (SLO: <54.500MB -4.2%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.102µs (SLO: <100.000µs 📉 -17.9%) vs baseline: +1.0%

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

✅ b3_headers

Time: ✅ 14.424µs (SLO: <20.000µs 📉 -27.9%) vs baseline: +1.9%

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

✅ b3_single_headers

Time: ✅ 13.619µs (SLO: <20.000µs 📉 -31.9%) vs baseline: +1.8%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.189µs (SLO: <80.000µs 📉 -19.8%) vs baseline: +1.3%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.988µs (SLO: <80.000µs 📉 -17.5%) vs baseline: +0.3%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.5%

✅ empty_headers

Time: ✅ 1.597µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.5%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.5%

✅ full_t_id_datadog_headers

Time: ✅ 23.063µs (SLO: <30.000µs 📉 -23.1%) vs baseline: +0.4%

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

✅ invalid_priority_header

Time: ✅ 6.521µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

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

✅ invalid_span_id_header

Time: ✅ 6.528µs (SLO: <10.000µs 📉 -34.7%) vs baseline: ~same

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

✅ invalid_tags_header

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

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

✅ invalid_trace_id_header

Time: ✅ 6.528µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.4%

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

✅ large_header_no_matches

Time: ✅ 27.611µs (SLO: <30.000µs -8.0%) vs baseline: +0.2%

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

✅ large_valid_headers_all

Time: ✅ 28.766µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ medium_header_no_matches

Time: ✅ 9.825µs (SLO: <20.000µs 📉 -50.9%) vs baseline: +0.4%

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

✅ medium_valid_headers_all

Time: ✅ 11.258µs (SLO: <20.000µs 📉 -43.7%) vs baseline: +0.5%

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

✅ none_propagation_style

Time: ✅ 1.705µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.3%

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

✅ tracecontext_headers

Time: ✅ 34.366µs (SLO: <40.000µs 📉 -14.1%) vs baseline: +0.4%

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

✅ valid_headers_all

Time: ✅ 6.510µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.7%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ valid_headers_basic

Time: ✅ 6.085µs (SLO: <10.000µs 📉 -39.2%) vs baseline: +0.3%

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

✅ wsgi_empty_headers

Time: ✅ 1.597µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.565µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.4%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.2%

✅ wsgi_invalid_tags_header

Time: ✅ 6.662µs (SLO: <10.000µs 📉 -33.4%) vs baseline: +1.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.5%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.836µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.8%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.964µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.7%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.099µs (SLO: <20.000µs 📉 -49.5%) vs baseline: ~same

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.541µs (SLO: <20.000µs 📉 -42.3%) vs baseline: +0.2%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

✅ wsgi_valid_headers_all

Time: ✅ 6.589µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.3%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.074µs (SLO: <10.000µs 📉 -39.3%) vs baseline: -0.6%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.607µs (SLO: <30.000µs 📉 -28.0%) vs baseline: -1.2%

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

✅ with_all

Time: ✅ 28.922µs (SLO: <40.000µs 📉 -27.7%) vs baseline: -1.1%

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

✅ with_dd_origin

Time: ✅ 25.428µs (SLO: <30.000µs 📉 -15.2%) vs baseline: -0.7%

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

✅ with_priority_and_origin

Time: ✅ 25.427µs (SLO: <40.000µs 📉 -36.4%) vs baseline: +2.5%

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

✅ with_sampling_priority

Time: ✅ 21.696µs (SLO: <30.000µs 📉 -27.7%) vs baseline: ~same

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

✅ with_tags

Time: ✅ 27.258µs (SLO: <40.000µs 📉 -31.9%) vs baseline: +0.6%

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

✅ with_tags_invalid

Time: ✅ 28.330µs (SLO: <40.000µs 📉 -29.2%) vs baseline: -1.3%

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

✅ with_tags_max_size

Time: ✅ 27.485µs (SLO: <40.000µs 📉 -31.3%) vs baseline: -0.6%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.924µs (SLO: <40.000µs 📉 -20.2%) vs baseline: -0.1%

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

✅ re_expand_noaspect

Time: ✅ 28.748µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +1.3%

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

✅ re_findall_aspect

Time: ✅ 2.899µs (SLO: <10.000µs 📉 -71.0%) vs baseline: -0.3%

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

✅ re_findall_noaspect

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

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

✅ re_finditer_aspect

Time: ✅ 4.481µs (SLO: <10.000µs 📉 -55.2%) vs baseline: ~same

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

✅ re_finditer_noaspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.709µs (SLO: <10.000µs 📉 -72.9%) vs baseline: +0.6%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.309µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.8%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.975µs (SLO: <10.000µs 📉 -70.3%) vs baseline: +1.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.7%

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

✅ re_groups_aspect

Time: ✅ 3.057µs (SLO: <10.000µs 📉 -69.4%) vs baseline: -0.3%

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

✅ re_groups_noaspect

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.9%

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

✅ re_match_aspect

Time: ✅ 2.705µs (SLO: <10.000µs 📉 -73.0%) vs baseline: -1.0%

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

✅ re_match_noaspect

Time: ✅ 1.300µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_search_aspect

Time: ✅ 2.545µs (SLO: <10.000µs 📉 -74.5%) vs baseline: -1.0%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_search_noaspect

Time: ✅ 1.209µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.3%

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

✅ re_sub_aspect

Time: ✅ 3.426µs (SLO: <10.000µs 📉 -65.7%) vs baseline: -0.7%

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

✅ re_sub_noaspect

Time: ✅ 1.547µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.0%

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

✅ re_subn_aspect

Time: ✅ 3.829µs (SLO: <10.000µs 📉 -61.7%) vs baseline: +5.5%

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

✅ re_subn_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.0%

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

✅ iastaspects - 118/118

✅ add_aspect

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

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

✅ add_inplace_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

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

✅ add_inplace_noaspect

Time: ✅ 0.320µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.9%

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

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.3%

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

✅ bytearray_aspect

Time: ✅ 1.338µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.2%

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

✅ bytearray_extend_aspect

Time: ✅ 1.457µs (SLO: <10.000µs 📉 -85.4%) vs baseline: +0.1%

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

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -1.0%

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

✅ bytearray_noaspect

Time: ✅ 0.484µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.7%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ bytes_aspect

Time: ✅ 1.280µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -1.2%

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

✅ bytes_noaspect

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

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

✅ bytesio_aspect

Time: ✅ 1.366µs (SLO: <10.000µs 📉 -86.3%) vs baseline: ~same

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

✅ bytesio_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.4%

✅ capitalize_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -1.0%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.3%

✅ capitalize_noaspect

Time: ✅ 0.440µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.8%

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

✅ casefold_aspect

Time: ✅ 0.730µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.5%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ casefold_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.5%

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

✅ decode_aspect

Time: ✅ 0.728µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.9%

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

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.4%

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

✅ encode_aspect

Time: ✅ 0.708µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.3%

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

✅ encode_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.1%

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

✅ format_aspect

Time: ✅ 3.384µs (SLO: <10.000µs 📉 -66.2%) vs baseline: -0.4%

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

✅ format_map_aspect

Time: ✅ 3.663µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.6%

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

✅ format_map_noaspect

Time: ✅ 0.771µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -1.9%

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

✅ format_noaspect

Time: ✅ 0.591µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.8%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.8%

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

✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.2%

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

✅ join_aspect

Time: ✅ 1.392µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.8%

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

✅ join_noaspect

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

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

✅ ljust_aspect

Time: ✅ 2.489µs (SLO: <20.000µs 📉 -87.6%) vs baseline: +0.3%

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

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.9%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 2.220µs (SLO: <10.000µs 📉 -77.8%) vs baseline: +0.1%

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

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.3%

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

✅ lstrip_aspect

Time: ✅ 2.276µs (SLO: <20.000µs 📉 -88.6%) vs baseline: +0.7%

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

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.4%

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

✅ modulo_aspect

Time: ✅ 1.002µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +0.5%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.527µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.2%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.973µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -0.8%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.207µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +1.2%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.7%

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

✅ replace_aspect

Time: ✅ 4.799µs (SLO: <10.000µs 📉 -52.0%) vs baseline: -0.6%

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

✅ replace_noaspect

Time: ✅ 0.466µs (SLO: <10.000µs 📉 -95.3%) vs baseline: +1.6%

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

✅ repr_aspect

Time: ✅ 0.908µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.5%

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

✅ repr_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.6%

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

✅ rstrip_aspect

Time: ✅ 1.928µs (SLO: <20.000µs 📉 -90.4%) vs baseline: ~same

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

✅ rstrip_noaspect

Time: ✅ 0.377µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

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

✅ slice_aspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.4%

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

✅ slice_noaspect

Time: ✅ 0.447µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.1%

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

✅ stringio_aspect

Time: ✅ 1.548µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.6%

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

✅ stringio_noaspect

Time: ✅ 0.718µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.2%

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

✅ strip_aspect

Time: ✅ 2.221µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.5%

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

✅ strip_noaspect

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.2%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

✅ swapcase_aspect

Time: ✅ 2.462µs (SLO: <10.000µs 📉 -75.4%) vs baseline: +1.2%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ swapcase_noaspect

Time: ✅ 0.538µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.5%

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

✅ title_aspect

Time: ✅ 2.341µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.9%

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

✅ title_noaspect

Time: ✅ 0.508µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +1.4%

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

✅ translate_aspect

Time: ✅ 3.206µs (SLO: <10.000µs 📉 -67.9%) vs baseline: +0.4%

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

✅ translate_noaspect

Time: ✅ 1.043µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.2%

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

✅ upper_aspect

Time: ✅ 2.330µs (SLO: <10.000µs 📉 -76.7%) vs baseline: +4.4%

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

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.7%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.575µs (SLO: <10.000µs 📉 -54.2%) vs baseline: +5.5%

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

✅ ospathbasename_noaspect

Time: ✅ 1.090µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.7%

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

✅ ospathjoin_aspect

Time: ✅ 6.229µs (SLO: <10.000µs 📉 -37.7%) vs baseline: +2.0%

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

✅ ospathjoin_noaspect

Time: ✅ 2.344µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +2.1%

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

✅ ospathnormcase_aspect

Time: ✅ 3.465µs (SLO: <10.000µs 📉 -65.3%) vs baseline: -0.7%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.2%

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

✅ ospathsplit_aspect

Time: ✅ 4.941µs (SLO: <10.000µs 📉 -50.6%) vs baseline: +0.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ ospathsplit_noaspect

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.0%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.666µs (SLO: <10.000µs 📉 -63.3%) vs baseline: -0.6%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.704µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +1.2%

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

✅ ospathsplitext_aspect

Time: ✅ 4.645µs (SLO: <10.000µs 📉 -53.5%) vs baseline: +1.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ ospathsplitext_noaspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -2.6%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ rsplit_noaspect

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

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

✅ split_aspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.2%

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

✅ split_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.0%

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

✅ splitlines_aspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.3%

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

✅ splitlines_noaspect

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

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.176µs (SLO: <60.000µs 📉 -18.0%) vs baseline: -0.2%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.326ms (SLO: <42.000ms -4.0%) vs baseline: -0.4%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.195ms (SLO: <38.550ms -6.1%) vs baseline: -0.3%

Memory: ✅ 34.839MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 223.246ms (SLO: <232.000ms -3.8%) vs baseline: +2.2%

Memory: ✅ 34.977MB (SLO: <39.000MB 📉 -10.3%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 212.493ms (SLO: <221.600ms -4.1%) vs baseline: +0.7%

Memory: ✅ 34.623MB (SLO: <39.000MB 📉 -11.2%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.213ms (SLO: <31.300ms -6.7%) vs baseline: +0.6%

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

✅ is-recording

Time: ✅ 29.158ms (SLO: <31.000ms -5.9%) vs baseline: -0.1%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.322ms (SLO: <65.850ms -3.8%) vs baseline: ~same

Memory: ✅ 34.957MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ set-status

Time: ✅ 32.007ms (SLO: <34.150ms -6.3%) vs baseline: +0.3%

Memory: ✅ 34.957MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +5.0%

✅ start

Time: ✅ 28.909ms (SLO: <30.150ms -4.1%) vs baseline: +0.8%

Memory: ✅ 34.819MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +5.8%

✅ start-finish

Time: ✅ 34.125ms (SLO: <35.350ms -3.5%) vs baseline: +1.1%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 34.404ms (SLO: <35.450ms -2.9%) vs baseline: +0.8%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +3.6%

✅ update-name

Time: ✅ 31.643ms (SLO: <33.400ms -5.3%) vs baseline: +2.1%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +5.2%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 339.926ms (SLO: <354.300ms -4.1%) vs baseline: -1.2%

Memory: ✅ 37.996MB (SLO: <40.000MB -5.0%) vs baseline: +4.1%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.1%

Memory: ✅ 35.991MB (SLO: <39.000MB -7.7%) vs baseline: +4.4%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.356µs (SLO: <170.000µs -8.6%) vs baseline: -0.3%

Memory: ✅ 37.251MB (SLO: <38.500MB -3.2%) vs baseline: +4.1%

✅ import_many_cached

Time: ✅ 120.649µs (SLO: <130.000µs -7.2%) vs baseline: -0.9%

Memory: ✅ 37.427MB (SLO: <38.500MB -2.8%) vs baseline: +5.6%

✅ import_many_stdlib

Time: ✅ 1.624ms (SLO: <1.750ms -7.2%) vs baseline: -0.4%

Memory: ✅ 37.578MB (SLO: <38.500MB -2.4%) vs baseline: +5.1%

✅ import_many_stdlib_cached

Time: ✅ 0.978ms (SLO: <1.100ms 📉 -11.1%) vs baseline: -0.5%

Memory: ✅ 37.311MB (SLO: <38.500MB -3.1%) vs baseline: +4.8%

✅ import_many_unknown

Time: ✅ 828.035µs (SLO: <890.000µs -7.0%) vs baseline: -0.3%

Memory: ✅ 37.435MB (SLO: <38.500MB -2.8%) vs baseline: +5.6%

✅ import_many_unknown_cached

Time: ✅ 789.052µs (SLO: <870.000µs -9.3%) vs baseline: -0.5%

Memory: ✅ 37.407MB (SLO: <38.500MB -2.8%) vs baseline: +4.8%

✅ import_one

Time: ✅ 19.843µs (SLO: <30.000µs 📉 -33.9%) vs baseline: -0.3%

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

✅ import_one_cache

Time: ✅ 6.269µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.5%

Memory: ✅ 37.498MB (SLO: <38.500MB -2.6%) vs baseline: +4.9%

✅ import_one_stdlib

Time: ✅ 18.629µs (SLO: <20.000µs -6.9%) vs baseline: ~same

Memory: ✅ 37.455MB (SLO: <38.500MB -2.7%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.289µs (SLO: <10.000µs 📉 -37.1%) vs baseline: ~same

Memory: ✅ 37.202MB (SLO: <38.500MB -3.4%) vs baseline: +4.4%

✅ import_one_unknown

Time: ✅ 45.662µs (SLO: <50.000µs -8.7%) vs baseline: +0.8%

Memory: ✅ 37.087MB (SLO: <38.500MB -3.7%) vs baseline: +4.6%

✅ import_one_unknown_cache

Time: ✅ 6.285µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -0.1%

Memory: ✅ 37.229MB (SLO: <38.500MB -3.3%) vs baseline: +4.2%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.333µs (SLO: <10.000µs 📉 -76.7%) vs baseline: -1.1%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.8%

✅ high_rate_limit

Time: ✅ 2.404µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +0.2%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +5.0%

✅ long_window

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.5%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.4%

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

✅ no_rate_limit

Time: ✅ 0.826µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.6%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.5%

✅ short_window

Time: ✅ 2.484µs (SLO: <10.000µs 📉 -75.2%) vs baseline: -0.6%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.9%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.387ms (SLO: <320.950ms -3.6%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 326.043ms (SLO: <359.150ms -9.2%) vs baseline: -0.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ medium

Time: ✅ 7.069ms (SLO: <7.400ms -4.5%) vs baseline: +0.1%

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

✅ shallow

Time: ✅ 0.959ms (SLO: <1.050ms -8.7%) vs baseline: +0.4%

Memory: ✅ 32.244MB (SLO: <34.000MB -5.2%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.383µs (SLO: <290.000µs 📉 -48.8%) vs baseline: +0.2%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ high_match

Time: ✅ 192.238µs (SLO: <480.000µs 📉 -60.0%) vs baseline: -2.0%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.2%

✅ low_match

Time: ✅ 101.163µs (SLO: <120.000µs 📉 -15.7%) vs baseline: +1.1%

Memory: ✅ 632.614MB (SLO: <700.000MB -9.6%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.905ms (SLO: <8.500ms 📉 -65.8%) vs baseline: +0.8%

Memory: ✅ 70.379MB (SLO: <75.000MB -6.2%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.422µs (SLO: <20.000µs 📉 -47.9%) vs baseline: -0.4%

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

✅ all-enabled

Time: ✅ 39.952µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.3%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +5.0%

✅ collectipvariant_exists

Time: ✅ 40.732µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.1%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +5.1%

✅ no-collectipvariant

Time: ✅ 39.868µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.4%

Memory: ✅ 32.519MB (SLO: <34.000MB -4.4%) vs baseline: +4.6%

✅ no-useragentvariant

Time: ✅ 38.975µs (SLO: <50.000µs 📉 -22.0%) vs baseline: +0.7%

Memory: ✅ 32.499MB (SLO: <34.000MB -4.4%) vs baseline: +4.6%

✅ obfuscation-no-query

Time: ✅ 40.627µs (SLO: <50.000µs 📉 -18.7%) vs baseline: ~same

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.781µs (SLO: <90.000µs 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 33.010MB (SLO: <34.000MB -2.9%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.693µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +0.7%

Memory: ✅ 32.991MB (SLO: <34.000MB -3.0%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.390µs (SLO: <170.000µs -9.2%) vs baseline: +0.2%

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.574µs (SLO: <160.000µs -7.1%) vs baseline: +0.1%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.259µs (SLO: <170.000µs -8.7%) vs baseline: +0.5%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.494µs (SLO: <50.000µs 📉 -21.0%) vs baseline: +0.2%

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

✅ useragentvariant_exists_2

Time: ✅ 40.398µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -0.3%

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

✅ useragentvariant_exists_3

Time: ✅ 39.987µs (SLO: <50.000µs 📉 -20.0%) vs baseline: -0.1%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_1

Time: ✅ 39.817µs (SLO: <50.000µs 📉 -20.4%) vs baseline: +1.6%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.360µs (SLO: <50.000µs 📉 -21.3%) vs baseline: -0.4%

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

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.195µs (SLO: <20.000µs 📉 -84.0%) vs baseline: +2.5%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 211.804µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -1.2%

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

✅ 1-distribution-metric-1-times

Time: ✅ 2.866µs (SLO: <20.000µs 📉 -85.7%) vs baseline: -3.1%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 188.808µs (SLO: <220.000µs 📉 -14.2%) vs baseline: -1.1%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.137µs (SLO: <20.000µs 📉 -89.3%) vs baseline: +1.1%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 124.602µs (SLO: <150.000µs 📉 -16.9%) vs baseline: -0.7%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.3%

✅ 1-rate-metric-1-times

Time: ✅ 3.059µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -1.7%

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

✅ 1-rate-metrics-100-times

Time: ✅ 211.028µs (SLO: <250.000µs 📉 -15.6%) vs baseline: -1.1%

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

✅ 100-count-metrics-100-times

Time: ✅ 21.430ms (SLO: <23.500ms -8.8%) vs baseline: -1.2%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 1.985ms (SLO: <2.250ms 📉 -11.8%) vs baseline: -0.9%

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.294ms (SLO: <1.550ms 📉 -16.5%) vs baseline: -0.5%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.202ms (SLO: <2.550ms 📉 -13.6%) vs baseline: -0.5%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.4%

✅ flush-1-metric

Time: ✅ 4.425µs (SLO: <20.000µs 📉 -77.9%) vs baseline: +2.4%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.6%

✅ flush-100-metrics

Time: ✅ 182.842µs (SLO: <250.000µs 📉 -26.9%) vs baseline: +0.4%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.218ms (SLO: <2.500ms 📉 -11.3%) vs baseline: +0.2%

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

✅ tracer - 6/6

✅ large

Time: ✅ 30.637ms (SLO: <32.950ms -7.0%) vs baseline: +1.0%

Memory: ✅ 33.345MB (SLO: <34.500MB -3.3%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.972ms (SLO: <3.200ms -7.1%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.0%

✅ small

Time: ✅ 333.828µs (SLO: <370.000µs -9.8%) vs baseline: +0.4%

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

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(aap): support for custom scanners

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christophe-papazian added the ASM Application Security Monitoring label Oct 13, 2025

christophe-papazian marked this pull request as ready for review October 13, 2025 15:34

christophe-papazian requested review from a team as code owners October 13, 2025 15:34

christophe-papazian requested review from avara1986 and vlad-scherbich October 13, 2025 15:34

christophe-papazian enabled auto-merge (squash) October 13, 2025 15:35

avara1986 approved these changes Oct 14, 2025

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christophe-papazian merged commit c5e6cc6 into main Oct 14, 2025
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christophe-papazian deleted the christophe-papazian/custom_scanners branch October 14, 2025 07:30

christophe-papazian mentioned this pull request Oct 14, 2025

[python] enable custom scanners tests DataDog/system-tests#5484

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feat(aap): support for custom scanners #14850

feat(aap): support for custom scanners #14850

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Description

Testing

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Bootstrap import analysis

Summary

Import time breakdown

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pr-commenter bot commented Oct 13, 2025

Performance SLOs

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ update-name

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ start-finish-traceid128

✅ start-traceid128

✅ update-name

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-enabled

✅ iast-enabled

✅ tracer-enabled

christophe-papazian commented Oct 13, 2025 •

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