chore(profiling): make memory alloc profiler tests more end-to-end #15330

danielsn · 2025-11-19T04:08:43Z

Description

Previously, the tests directly tested the internal data-structures.
Modified the tests to instead create the actual pprof, then check its data.
This provides more realistic testing.
It also is a first step to enabling changing the data-structures from python to native.

Testing

Risks

Additional Notes

…uctures

…austion remains

github-actions · 2025-11-19T04:09:19Z

CODEOWNERS have been resolved as:

ddtrace/profiling/collector/memalloc.py                                 @DataDog/profiling-python
tests/profiling/collector/pprof_utils.py                                @DataDog/profiling-python
tests/profiling_v2/collector/test_memalloc.py                           @DataDog/profiling-python

tests/profiling_v2/collector/test_memalloc.py

github-actions · 2025-11-19T04:36:21Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 226 ± 3 ms.

The average import time from base is: 229 ± 3 ms.

The import time difference between this PR and base is: -3.6 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 4.912 ms (2.18%)

ddtrace.bootstrap.sitecustomize 2.941 ms (1.30%)

ddtrace.bootstrap.preload 2.941 ms (1.30%)

ddtrace.internal.settings.dynamic_instrumentation 0.528 ms (0.23%)

ddtrace.internal.remoteconfig.worker 0.501 ms (0.22%)

ddtrace.internal.remoteconfig.client 0.495 ms (0.22%)

ddtrace 1.971 ms (0.87%)

ddtrace.trace 0.486 ms (0.22%)

ddtrace._logger 0.480 ms (0.21%)

ddtrace.internal.telemetry 0.480 ms (0.21%)

ddtrace.internal.telemetry.writer 0.480 ms (0.21%)

ddtrace.internal.utils.version 0.480 ms (0.21%)

ddtrace.internal._unpatched 0.036 ms (0.02%)

json 0.036 ms (0.02%)

json.decoder 0.036 ms (0.02%)

re 0.036 ms (0.02%)

enum 0.036 ms (0.02%)

types 0.036 ms (0.02%)

pr-commenter · 2025-11-19T05:03:45Z

Performance SLOs

Comparing candidate dsn/memalloc-tests-take-2 (b3cae40) with baseline main (441fc1c)

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.297µs (SLO: <10.000µs 📉 -57.0%) vs baseline: -0.7%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.5%

✅ ospathbasename_noaspect

Time: ✅ 1.079µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.9%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%

✅ ospathjoin_aspect

Time: ✅ 6.170µs (SLO: <10.000µs 📉 -38.3%) vs baseline: +0.6%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%

✅ ospathjoin_noaspect

Time: ✅ 2.292µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +0.1%

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.5%

✅ ospathnormcase_aspect

Time: ✅ 4.007µs (SLO: <10.000µs 📉 -59.9%) vs baseline: 📈 +13.3%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.0%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 4.890µs (SLO: <10.000µs 📉 -51.1%) vs baseline: -0.4%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ ospathsplit_noaspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.7%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.7%

✅ ospathsplitdrive_aspect

Time: ✅ 3.724µs (SLO: <10.000µs 📉 -62.8%) vs baseline: +0.3%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.702µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.2%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%

✅ ospathsplitext_aspect

Time: ✅ 4.648µs (SLO: <10.000µs 📉 -53.5%) vs baseline: +1.5%

Memory: ✅ 39.951MB (SLO: <41.000MB -2.6%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.6%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.0%

🟡 Near SLO Breach (4 suites)

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.599ms (SLO: <4.750ms -3.2%) vs baseline: ~same

Memory: ✅ 64.048MB (SLO: <66.500MB -3.7%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 6.617ms (SLO: <6.750ms 🟡 -2.0%) vs baseline: ~same

Memory: ✅ 64.422MB (SLO: <66.500MB -3.1%) vs baseline: +5.0%

✅ appsec-telemetry

Time: ✅ 4.598ms (SLO: <4.750ms -3.2%) vs baseline: ~same

Memory: ✅ 63.968MB (SLO: <66.500MB -3.8%) vs baseline: +4.7%

✅ debugger

Time: ✅ 1.858ms (SLO: <2.000ms -7.1%) vs baseline: -0.3%

Memory: ✅ 47.811MB (SLO: <49.500MB -3.4%) vs baseline: +4.7%

✅ iast-get

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

Memory: ✅ 44.621MB (SLO: <49.000MB -8.9%) vs baseline: +4.6%

✅ profiler

Time: ✅ 1.927ms (SLO: <2.100ms -8.2%) vs baseline: -0.2%

Memory: ✅ 48.360MB (SLO: <50.000MB -3.3%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.358ms (SLO: <3.650ms -8.0%) vs baseline: -0.2%

Memory: ✅ 54.714MB (SLO: <56.000MB -2.3%) vs baseline: +4.9%

✅ tracer

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

Memory: ✅ 54.574MB (SLO: <56.500MB -3.4%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: +0.1%

Memory: ✅ 54.632MB (SLO: <60.000MB -8.9%) vs baseline: +5.1%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 38.685ms (SLO: <47.150ms 📉 -18.0%) vs baseline: ~same

Memory: ✅ 39.062MB (SLO: <47.000MB 📉 -16.9%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 259.309ms (SLO: <344.800ms 📉 -24.8%) vs baseline: +0.7%

Memory: ✅ 43.334MB (SLO: <47.500MB -8.8%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 315.372ms (SLO: <321.000ms 🟡 -1.8%) vs baseline: ~same

Memory: ✅ 43.273MB (SLO: <47.500MB -8.9%) vs baseline: +4.9%

✅ get-context

Time: ✅ 78.773ms (SLO: <92.350ms 📉 -14.7%) vs baseline: ~same

Memory: ✅ 39.404MB (SLO: <46.500MB 📉 -15.3%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 36.273ms (SLO: <44.500ms 📉 -18.5%) vs baseline: +0.2%

Memory: ✅ 38.973MB (SLO: <47.500MB 📉 -18.0%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 57.331ms (SLO: <67.650ms 📉 -15.3%) vs baseline: +0.2%

Memory: ✅ 39.550MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.8%

✅ set-status

Time: ✅ 42.586ms (SLO: <50.400ms 📉 -15.5%) vs baseline: -0.1%

Memory: ✅ 39.009MB (SLO: <47.000MB 📉 -17.0%) vs baseline: +4.7%

✅ start

Time: ✅ 36.004ms (SLO: <43.450ms 📉 -17.1%) vs baseline: +1.4%

Memory: ✅ 38.979MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 81.729ms (SLO: <88.000ms -7.1%) vs baseline: -0.1%

Memory: ✅ 36.608MB (SLO: <46.500MB 📉 -21.3%) vs baseline: +4.4%

✅ start-finish-telemetry

Time: ✅ 83.616ms (SLO: <89.000ms -6.0%) vs baseline: +0.2%

Memory: ✅ 36.726MB (SLO: <46.500MB 📉 -21.0%) vs baseline: +4.7%

✅ update-name

Time: ✅ 36.910ms (SLO: <45.150ms 📉 -18.2%) vs baseline: -0.4%

Memory: ✅ 39.049MB (SLO: <47.000MB 📉 -16.9%) vs baseline: +5.0%

🟡 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.927µs (SLO: <20.000µs 📉 -85.4%) vs baseline: +0.8%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 201.003µs (SLO: <220.000µs -8.6%) vs baseline: +0.3%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +5.2%

✅ 1-distribution-metric-1-times

Time: ✅ 3.273µs (SLO: <20.000µs 📉 -83.6%) vs baseline: +0.3%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.3%

✅ 1-distribution-metrics-100-times

Time: ✅ 214.183µs (SLO: <230.000µs -6.9%) vs baseline: -0.2%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ 1-gauge-metric-1-times

Time: ✅ 2.193µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.7%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%

✅ 1-gauge-metrics-100-times

Time: ✅ 137.217µs (SLO: <150.000µs -8.5%) vs baseline: +0.7%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ 1-rate-metric-1-times

Time: ✅ 3.115µs (SLO: <20.000µs 📉 -84.4%) vs baseline: +2.4%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ 1-rate-metrics-100-times

Time: ✅ 214.224µs (SLO: <250.000µs 📉 -14.3%) vs baseline: ~same

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.0%

✅ 100-count-metrics-100-times

Time: ✅ 20.236ms (SLO: <22.000ms -8.0%) vs baseline: -0.3%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.8%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.284ms (SLO: <2.300ms 🟡 -0.7%) vs baseline: +0.6%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.410ms (SLO: <1.550ms -9.0%) vs baseline: +0.2%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.215ms (SLO: <2.550ms 📉 -13.1%) vs baseline: -0.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.1%

✅ flush-1-metric

Time: ✅ 4.479µs (SLO: <20.000µs 📉 -77.6%) vs baseline: +0.4%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.5%

✅ flush-100-metrics

Time: ✅ 173.362µs (SLO: <250.000µs 📉 -30.7%) vs baseline: -0.5%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.5%

✅ flush-1000-metrics

Time: ✅ 2.132ms (SLO: <2.500ms 📉 -14.7%) vs baseline: +0.3%

Memory: ✅ 35.311MB (SLO: <36.500MB -3.3%) vs baseline: +4.6%

🟡 tracer - 6/6

✅ large

Time: ✅ 28.704ms (SLO: <32.950ms 📉 -12.9%) vs baseline: -0.6%

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.870ms (SLO: <3.200ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%

✅ small

Time: ✅ 325.552µs (SLO: <370.000µs 📉 -12.0%) vs baseline: -0.3%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.1%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.283µs (SLO: <20.000µs 📉 -33.6%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.5%

✅ context_with_data_no_listeners

Time: ✅ 3.257µs (SLO: <10.000µs 📉 -67.4%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ get_item_missing

Time: ✅ 0.633µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.6%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ set_item

Time: ✅ 24.300µs (SLO: <30.000µs 📉 -19.0%) vs baseline: +1.5%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.7%

✅ All Tests Passing (17 suites)

✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.284ms (SLO: <22.300ms 📉 -13.5%) vs baseline: ~same

Memory: ✅ 67.889MB (SLO: <70.500MB -3.7%) vs baseline: +4.3%

✅ exception-replay-enabled

Time: ✅ 1.337ms (SLO: <1.450ms -7.8%) vs baseline: -0.5%

Memory: ✅ 66.100MB (SLO: <67.500MB -2.1%) vs baseline: +5.0%

✅ iast

Time: ✅ 19.240ms (SLO: <22.250ms 📉 -13.5%) vs baseline: -0.3%

Memory: ✅ 68.007MB (SLO: <70.000MB -2.8%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.627ms (SLO: <16.550ms -5.6%) vs baseline: +0.5%

Memory: ✅ 55.886MB (SLO: <57.500MB -2.8%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 19.362ms (SLO: <21.750ms 📉 -11.0%) vs baseline: ~same

Memory: ✅ 67.948MB (SLO: <70.500MB -3.6%) vs baseline: +4.5%

✅ span-code-origin

Time: ✅ 22.849ms (SLO: <28.200ms 📉 -19.0%) vs baseline: ~same

Memory: ✅ 69.168MB (SLO: <71.000MB -2.6%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.310ms (SLO: <21.750ms 📉 -11.2%) vs baseline: ~same

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.3%

✅ tracer-and-profiler

Time: ✅ 21.420ms (SLO: <23.500ms -8.8%) vs baseline: +0.6%

Memory: ✅ 68.911MB (SLO: <71.000MB -2.9%) vs baseline: +4.6%

✅ tracer-dont-create-db-spans

Time: ✅ 19.267ms (SLO: <21.500ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.4%

✅ tracer-minimal

Time: ✅ 16.654ms (SLO: <17.500ms -4.8%) vs baseline: +0.4%

Memory: ✅ 67.705MB (SLO: <70.000MB -3.3%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.317ms (SLO: <21.750ms 📉 -11.2%) vs baseline: +0.2%

Memory: ✅ 67.869MB (SLO: <72.500MB -6.4%) vs baseline: +4.5%

✅ tracer-no-caches

Time: ✅ 17.422ms (SLO: <19.650ms 📉 -11.3%) vs baseline: +0.7%

Memory: ✅ 67.672MB (SLO: <70.000MB -3.3%) vs baseline: +4.6%

✅ tracer-no-databases

Time: ✅ 18.740ms (SLO: <20.100ms -6.8%) vs baseline: -0.2%

Memory: ✅ 67.764MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 18.928ms (SLO: <21.500ms 📉 -12.0%) vs baseline: -0.5%

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

✅ tracer-no-templates

Time: ✅ 19.125ms (SLO: <22.000ms 📉 -13.1%) vs baseline: +0.5%

Memory: ✅ 67.805MB (SLO: <70.500MB -3.8%) vs baseline: +4.8%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.548ms (SLO: <19.850ms 📉 -16.6%) vs baseline: +1.6%

Memory: ✅ 67.615MB (SLO: <70.000MB -3.4%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 16.353ms (SLO: <19.400ms 📉 -15.7%) vs baseline: +0.5%

Memory: ✅ 67.619MB (SLO: <70.000MB -3.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.352ms (SLO: <19.450ms 📉 -15.9%) vs baseline: +0.2%

Memory: ✅ 67.713MB (SLO: <70.000MB -3.3%) vs baseline: +4.9%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: +0.5%

Memory: ✅ 54.637MB (SLO: <56.500MB -3.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.076ms (SLO: <2.250ms -7.7%) vs baseline: +0.5%

Memory: ✅ 54.539MB (SLO: <56.500MB -3.5%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.071ms (SLO: <2.300ms -9.9%) vs baseline: -0.2%

Memory: ✅ 54.578MB (SLO: <56.500MB -3.4%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.951ms (SLO: <4.200ms -5.9%) vs baseline: -0.2%

Memory: ✅ 64.310MB (SLO: <66.000MB -2.6%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.437ms (SLO: <2.800ms 📉 -13.0%) vs baseline: -0.9%

Memory: ✅ 60.457MB (SLO: <62.500MB -3.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.4%) vs baseline: -0.3%

Memory: ✅ 54.677MB (SLO: <56.500MB -3.2%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.188µs (SLO: <100.000µs 📉 -18.8%) vs baseline: +0.8%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ b3_headers

Time: ✅ 14.778µs (SLO: <20.000µs 📉 -26.1%) vs baseline: +4.0%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ b3_single_headers

Time: ✅ 13.416µs (SLO: <20.000µs 📉 -32.9%) vs baseline: +1.2%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.737µs (SLO: <80.000µs 📉 -20.3%) vs baseline: +0.2%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.726µs (SLO: <80.000µs 📉 -17.8%) vs baseline: ~same

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ empty_headers

Time: ✅ 1.619µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.9%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +5.2%

✅ full_t_id_datadog_headers

Time: ✅ 22.212µs (SLO: <30.000µs 📉 -26.0%) vs baseline: -0.7%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%

✅ invalid_priority_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ invalid_span_id_header

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

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%

✅ invalid_tags_header

Time: ✅ 6.520µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.2%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ invalid_trace_id_header

Time: ✅ 6.498µs (SLO: <10.000µs 📉 -35.0%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%

✅ large_header_no_matches

Time: ✅ 27.593µs (SLO: <30.000µs -8.0%) vs baseline: -0.2%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.740µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.1%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.910µs (SLO: <20.000µs 📉 -50.4%) vs baseline: +0.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%

✅ medium_valid_headers_all

Time: ✅ 11.319µs (SLO: <20.000µs 📉 -43.4%) vs baseline: -0.2%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%

✅ none_propagation_style

Time: ✅ 1.702µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.9%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.8%

✅ tracecontext_headers

Time: ✅ 34.602µs (SLO: <40.000µs 📉 -13.5%) vs baseline: -0.9%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.2%

✅ valid_headers_all

Time: ✅ 6.583µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +1.1%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%

✅ valid_headers_basic

Time: ✅ 6.119µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%

✅ wsgi_empty_headers

Time: ✅ 1.586µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.7%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ wsgi_invalid_priority_header

Time: ✅ 6.567µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.4%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.2%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%

✅ wsgi_invalid_tags_header

Time: ✅ 6.545µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.4%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ wsgi_large_header_no_matches

Time: ✅ 28.814µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.3%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.958µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.7%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.140µs (SLO: <20.000µs 📉 -49.3%) vs baseline: +0.2%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.725µs (SLO: <20.000µs 📉 -41.4%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%

✅ wsgi_valid_headers_all

Time: ✅ 6.640µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +0.8%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%

✅ wsgi_valid_headers_basic

Time: ✅ 6.131µs (SLO: <10.000µs 📉 -38.7%) vs baseline: +0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.901µs (SLO: <30.000µs 📉 -30.3%) vs baseline: -0.6%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ with_all

Time: ✅ 28.029µs (SLO: <40.000µs 📉 -29.9%) vs baseline: +1.4%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%

✅ with_dd_origin

Time: ✅ 24.873µs (SLO: <30.000µs 📉 -17.1%) vs baseline: +1.3%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ with_priority_and_origin

Time: ✅ 24.102µs (SLO: <40.000µs 📉 -39.7%) vs baseline: +0.5%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ with_sampling_priority

Time: ✅ 20.798µs (SLO: <30.000µs 📉 -30.7%) vs baseline: -0.3%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 26.085µs (SLO: <40.000µs 📉 -34.8%) vs baseline: +0.8%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +5.1%

✅ with_tags_invalid

Time: ✅ 27.467µs (SLO: <40.000µs 📉 -31.3%) vs baseline: +0.6%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ with_tags_max_size

Time: ✅ 26.576µs (SLO: <40.000µs 📉 -33.6%) vs baseline: +1.0%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.961µs (SLO: <40.000µs 📉 -20.1%) vs baseline: ~same

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.5%

✅ re_expand_noaspect

Time: ✅ 28.847µs (SLO: <40.000µs 📉 -27.9%) vs baseline: -0.4%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.8%

✅ re_findall_aspect

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

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.1%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ re_finditer_aspect

Time: ✅ 4.442µs (SLO: <10.000µs 📉 -55.6%) vs baseline: +0.3%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.9%

✅ re_finditer_noaspect

Time: ✅ 1.398µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.8%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ re_fullmatch_aspect

Time: ✅ 2.780µs (SLO: <10.000µs 📉 -72.2%) vs baseline: +5.1%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ re_fullmatch_noaspect

Time: ✅ 1.297µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -3.2%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.978µs (SLO: <10.000µs 📉 -70.2%) vs baseline: +1.6%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.654µs (SLO: <10.000µs 📉 -83.5%) vs baseline: +2.9%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.079µs (SLO: <10.000µs 📉 -69.2%) vs baseline: +1.4%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 1.727µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.1%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%

✅ re_match_aspect

Time: ✅ 2.874µs (SLO: <10.000µs 📉 -71.3%) vs baseline: +6.7%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 1.297µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.9%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.8%

✅ re_search_aspect

Time: ✅ 2.534µs (SLO: <10.000µs 📉 -74.7%) vs baseline: -0.6%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 1.193µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.5%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

✅ re_sub_aspect

Time: ✅ 3.367µs (SLO: <10.000µs 📉 -66.3%) vs baseline: +0.3%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ re_sub_noaspect

Time: ✅ 1.543µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.1%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.1%

✅ re_subn_aspect

Time: ✅ 3.579µs (SLO: <10.000µs 📉 -64.2%) vs baseline: +0.4%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ re_subn_noaspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.6%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.9%

✅ add_inplace_aspect

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

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.9%

✅ add_inplace_noaspect

Time: ✅ 0.314µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -1.7%

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +5.5%

✅ add_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.5%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +5.5%

✅ bytearray_aspect

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

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.7%

✅ bytearray_extend_aspect

Time: ✅ 1.547µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.5%

Memory: ✅ 39.970MB (SLO: <41.500MB -3.7%) vs baseline: +6.0%

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: ~same

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +6.1%

✅ bytearray_noaspect

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

Memory: ✅ 39.656MB (SLO: <41.500MB -4.4%) vs baseline: +5.2%

✅ bytes_aspect

Time: ✅ 1.283µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -0.6%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.4%

✅ bytes_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.8%

✅ bytesio_aspect

Time: ✅ 1.308µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +1.3%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +6.1%

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.7%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.9%

✅ capitalize_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.2%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +6.0%

✅ capitalize_noaspect

Time: ✅ 0.431µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -1.5%

Memory: ✅ 39.695MB (SLO: <41.500MB -4.3%) vs baseline: +5.6%

✅ casefold_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.1%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +5.9%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.9%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +6.1%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.3%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +5.8%

✅ decode_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: ~same

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +5.8%

✅ encode_aspect

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

Memory: ✅ 39.695MB (SLO: <41.500MB -4.3%) vs baseline: +5.4%

✅ encode_noaspect

Time: ✅ 0.397µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +5.7%

✅ format_aspect

Time: ✅ 3.339µs (SLO: <10.000µs 📉 -66.6%) vs baseline: +0.1%

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +5.1%

✅ format_map_aspect

Time: ✅ 3.482µs (SLO: <10.000µs 📉 -65.2%) vs baseline: -0.4%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +5.0%

✅ format_map_noaspect

Time: ✅ 0.770µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -0.3%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +5.2%

✅ format_noaspect

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.6%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +5.9%

✅ index_aspect

Time: ✅ 0.355µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.5%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +5.0%

✅ index_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.8%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +5.9%

✅ join_aspect

Time: ✅ 1.380µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.5%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +5.2%

✅ join_noaspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.1%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.5%

✅ ljust_aspect

Time: ✅ 2.535µs (SLO: <20.000µs 📉 -87.3%) vs baseline: +0.7%

Memory: ✅ 39.951MB (SLO: <41.500MB -3.7%) vs baseline: +6.1%

✅ ljust_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.9%

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +6.2%

✅ lower_aspect

Time: ✅ 2.188µs (SLO: <10.000µs 📉 -78.1%) vs baseline: -0.2%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +5.7%

✅ lower_noaspect

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

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.8%

✅ lstrip_aspect

Time: ✅ 2.231µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.5%

Memory: ✅ 39.597MB (SLO: <41.500MB -4.6%) vs baseline: +5.2%

✅ lstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +5.7%

✅ modulo_aspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -1.0%

Memory: ✅ 39.695MB (SLO: <41.500MB -4.3%) vs baseline: +5.5%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.543µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.4%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +5.6%

✅ modulo_aspect_for_bytes

Time: ✅ 0.984µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.7%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +5.7%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.259µs (SLO: <10.000µs 📉 -87.4%) vs baseline: -0.3%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.0%

✅ modulo_noaspect

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

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.7%

✅ replace_aspect

Time: ✅ 4.860µs (SLO: <10.000µs 📉 -51.4%) vs baseline: ~same

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +6.0%

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.9%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +5.6%

✅ repr_aspect

Time: ✅ 0.909µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.8%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +5.1%

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.4%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +5.6%

✅ rstrip_aspect

Time: ✅ 1.874µs (SLO: <20.000µs 📉 -90.6%) vs baseline: -0.3%

Memory: ✅ 39.558MB (SLO: <41.500MB -4.7%) vs baseline: +4.9%

✅ rstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.8%

✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +4.9%

✅ slice_noaspect

Time: ✅ 0.444µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.7%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +5.9%

✅ stringio_aspect

Time: ✅ 1.531µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.5%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.5%

✅ stringio_noaspect

Time: ✅ 0.720µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.7%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +6.0%

✅ strip_aspect

Time: ✅ 2.225µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.0%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +5.8%

✅ strip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.2%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.6%

✅ swapcase_aspect

Time: ✅ 2.398µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.3%

Memory: ✅ 39.675MB (SLO: <41.500MB -4.4%) vs baseline: +5.9%

✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.2%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +6.0%

✅ title_aspect

Time: ✅ 2.325µs (SLO: <10.000µs 📉 -76.7%) vs baseline: +0.4%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +5.8%

✅ title_noaspect

Time: ✅ 0.508µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +1.1%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.7%

✅ translate_aspect

Time: ✅ 3.227µs (SLO: <10.000µs 📉 -67.7%) vs baseline: +0.6%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +6.1%

✅ translate_noaspect

Time: ✅ 1.042µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.4%

Memory: ✅ 39.715MB (SLO: <41.500MB -4.3%) vs baseline: +5.5%

✅ upper_aspect

Time: ✅ 2.202µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.9%

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +6.1%

✅ upper_noaspect

Time: ✅ 0.374µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +6.1%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.375µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.3%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.0%

✅ rsplit_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.7%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%

✅ split_aspect

Time: ✅ 1.367µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.1%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.2%

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.7%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

✅ splitlines_aspect

Time: ✅ 1.350µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -1.5%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ splitlines_noaspect

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.5%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.089ms (SLO: <42.000ms -4.5%) vs baseline: -0.5%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.040ms (SLO: <38.550ms -6.5%) vs baseline: ~same

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 217.359ms (SLO: <232.000ms -6.3%) vs baseline: -1.4%

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 210.480ms (SLO: <221.600ms -5.0%) vs baseline: ~same

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

✅ get-context

Time: ✅ 28.941ms (SLO: <31.300ms -7.5%) vs baseline: ~same

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 28.860ms (SLO: <31.000ms -6.9%) vs baseline: -0.9%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 63.358ms (SLO: <65.850ms -3.8%) vs baseline: ~same

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +4.9%

✅ set-status

Time: ✅ 31.865ms (SLO: <34.150ms -6.7%) vs baseline: +0.7%

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +4.6%

✅ start

Time: ✅ 28.540ms (SLO: <30.150ms -5.3%) vs baseline: -0.8%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 33.718ms (SLO: <35.350ms -4.6%) vs baseline: -0.3%

Memory: ✅ 37.002MB (SLO: <39.000MB -5.1%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 33.916ms (SLO: <35.450ms -4.3%) vs baseline: +0.6%

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +5.1%

✅ update-name

Time: ✅ 30.831ms (SLO: <33.400ms -7.7%) vs baseline: -0.5%

Memory: ✅ 37.080MB (SLO: <39.000MB -4.9%) vs baseline: +4.9%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 340.309ms (SLO: <354.300ms -3.9%) vs baseline: -0.5%

Memory: ✅ 39.868MB (SLO: <41.500MB -3.9%) vs baseline: +4.9%

✅ cache_on

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

Memory: ✅ 38.561MB (SLO: <41.000MB -5.9%) vs baseline: +4.2%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.929µs (SLO: <170.000µs -8.9%) vs baseline: +0.3%

Memory: ✅ 39.158MB (SLO: <41.000MB -4.5%) vs baseline: +4.8%

✅ import_many_cached

Time: ✅ 121.562µs (SLO: <130.000µs -6.5%) vs baseline: +0.4%

Memory: ✅ 39.157MB (SLO: <41.000MB -4.5%) vs baseline: +5.2%

✅ import_many_stdlib

Time: ✅ 1.645ms (SLO: <1.750ms -6.0%) vs baseline: ~same

Memory: ✅ 39.426MB (SLO: <41.000MB -3.8%) vs baseline: +5.0%

✅ import_many_stdlib_cached

Time: ✅ 1.000ms (SLO: <1.100ms -9.1%) vs baseline: +1.1%

Memory: ✅ 39.487MB (SLO: <41.000MB -3.7%) vs baseline: +5.3%

✅ import_many_unknown

Time: ✅ 832.478µs (SLO: <890.000µs -6.5%) vs baseline: ~same

Memory: ✅ 39.320MB (SLO: <41.000MB -4.1%) vs baseline: +4.6%

✅ import_many_unknown_cached

Time: ✅ 798.889µs (SLO: <870.000µs -8.2%) vs baseline: -0.3%

Memory: ✅ 39.287MB (SLO: <41.000MB -4.2%) vs baseline: +4.0%

✅ import_one

Time: ✅ 19.855µs (SLO: <30.000µs 📉 -33.8%) vs baseline: +0.3%

Memory: ✅ 39.125MB (SLO: <41.000MB -4.6%) vs baseline: +4.5%

✅ import_one_cache

Time: ✅ 6.263µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.3%

Memory: ✅ 39.242MB (SLO: <41.000MB -4.3%) vs baseline: +5.2%

✅ import_one_stdlib

Time: ✅ 18.575µs (SLO: <20.000µs -7.1%) vs baseline: -0.4%

Memory: ✅ 39.260MB (SLO: <41.000MB -4.2%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.286µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.8%

Memory: ✅ 39.057MB (SLO: <41.000MB -4.7%) vs baseline: +4.5%

✅ import_one_unknown

Time: ✅ 45.607µs (SLO: <50.000µs -8.8%) vs baseline: ~same

Memory: ✅ 39.197MB (SLO: <41.000MB -4.4%) vs baseline: +5.0%

✅ import_one_unknown_cache

Time: ✅ 6.325µs (SLO: <10.000µs 📉 -36.7%) vs baseline: +0.7%

Memory: ✅ 39.074MB (SLO: <41.000MB -4.7%) vs baseline: +4.6%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.397µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +1.5%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%

✅ high_rate_limit

Time: ✅ 2.448µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +1.8%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ long_window

Time: ✅ 2.380µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.1%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.375µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.1%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%

✅ no_rate_limit

Time: ✅ 0.824µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -1.0%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%

✅ short_window

Time: ✅ 2.513µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.6%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.504ms (SLO: <320.950ms -3.6%) vs baseline: +0.2%

Memory: ✅ 35.311MB (SLO: <36.500MB -3.3%) vs baseline: +4.3%

✅ deep-profiled

Time: ✅ 330.971ms (SLO: <359.150ms -7.8%) vs baseline: ~same

Memory: ✅ 39.223MB (SLO: <40.500MB -3.2%) vs baseline: +4.7%

✅ medium

Time: ✅ 6.990ms (SLO: <7.400ms -5.5%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%

✅ shallow

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

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.017µs (SLO: <290.000µs 📉 -52.8%) vs baseline: -0.8%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.837µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.6%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.5%

✅ low_match

Time: ✅ 98.144µs (SLO: <120.000µs 📉 -18.2%) vs baseline: -1.5%

Memory: ✅ 603.164MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.651ms (SLO: <8.500ms 📉 -68.8%) vs baseline: -0.9%

Memory: ✅ 70.666MB (SLO: <75.000MB -5.8%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.634µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.4%

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 39.874µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.2%

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +5.0%

✅ collectipvariant_exists

Time: ✅ 40.798µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +0.4%

Memory: ✅ 35.095MB (SLO: <36.000MB -2.5%) vs baseline: +5.1%

✅ no-collectipvariant

Time: ✅ 39.719µs (SLO: <50.000µs 📉 -20.6%) vs baseline: -0.5%

Memory: ✅ 34.996MB (SLO: <36.000MB -2.8%) vs baseline: +4.5%

✅ no-useragentvariant

Time: ✅ 38.696µs (SLO: <50.000µs 📉 -22.6%) vs baseline: ~same

Memory: ✅ 35.055MB (SLO: <36.000MB -2.6%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.554µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.3%

Memory: ✅ 35.095MB (SLO: <36.000MB -2.5%) vs baseline: +5.3%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.666µs (SLO: <90.000µs 📉 -15.9%) vs baseline: -0.3%

Memory: ✅ 35.468MB (SLO: <36.500MB -2.8%) vs baseline: +4.8%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.276µs (SLO: <90.000µs 📉 -15.2%) vs baseline: -0.1%

Memory: ✅ 35.429MB (SLO: <36.500MB -2.9%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.300µs (SLO: <170.000µs -9.2%) vs baseline: +0.2%

Memory: ✅ 35.429MB (SLO: <36.500MB -2.9%) vs baseline: +4.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.202µs (SLO: <160.000µs -7.4%) vs baseline: -0.1%

Memory: ✅ 35.429MB (SLO: <36.500MB -2.9%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.760µs (SLO: <170.000µs -9.0%) vs baseline: ~same

Memory: ✅ 35.527MB (SLO: <36.500MB -2.7%) vs baseline: +5.3%

✅ useragentvariant_exists_1

Time: ✅ 39.536µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.2%

Memory: ✅ 34.957MB (SLO: <36.000MB -2.9%) vs baseline: +4.6%

✅ useragentvariant_exists_2

Time: ✅ 40.419µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -0.6%

Memory: ✅ 35.055MB (SLO: <36.000MB -2.6%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 39.945µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.7%

Memory: ✅ 35.055MB (SLO: <36.000MB -2.6%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.513µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.330µs (SLO: <50.000µs 📉 -21.3%) vs baseline: -0.4%

Memory: ✅ 35.114MB (SLO: <36.000MB -2.5%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 16.732ms (SLO: <22.500ms 📉 -25.6%) vs baseline: +0.5%

Memory: ✅ 36.607MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 87.785ms (SLO: <93.500ms -6.1%) vs baseline: +2.8%

Memory: ✅ 40.904MB (SLO: <53.000MB 📉 -22.8%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 138.566ms (SLO: <155.000ms 📉 -10.6%) vs baseline: -0.8%

Memory: ✅ 40.501MB (SLO: <53.000MB 📉 -23.6%) vs baseline: +5.0%

✅ get-context

Time: ✅ 15.581ms (SLO: <20.500ms 📉 -24.0%) vs baseline: -0.5%

Memory: ✅ 36.260MB (SLO: <53.000MB 📉 -31.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 15.840ms (SLO: <20.500ms 📉 -22.7%) vs baseline: +1.0%

Memory: ✅ 36.259MB (SLO: <53.000MB 📉 -31.6%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 33.810ms (SLO: <40.000ms 📉 -15.5%) vs baseline: +0.5%

Memory: ✅ 36.899MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.9%

✅ set-status

Time: ✅ 17.155ms (SLO: <22.000ms 📉 -22.0%) vs baseline: ~same

Memory: ✅ 36.340MB (SLO: <53.000MB 📉 -31.4%) vs baseline: +4.7%

✅ start

Time: ✅ 15.560ms (SLO: <20.500ms 📉 -24.1%) vs baseline: +0.4%

Memory: ✅ 36.289MB (SLO: <53.000MB 📉 -31.5%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 49.143ms (SLO: <52.500ms -6.4%) vs baseline: ~same

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 50.155ms (SLO: <54.500ms -8.0%) vs baseline: -0.2%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 52.050ms (SLO: <57.000ms -8.7%) vs baseline: +0.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.5%

✅ start-traceid128

Time: ✅ 15.844ms (SLO: <22.500ms 📉 -29.6%) vs baseline: +0.4%

Memory: ✅ 36.395MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +4.9%

✅ update-name

Time: ✅ 15.960ms (SLO: <22.000ms 📉 -27.5%) vs baseline: +0.4%

Memory: ✅ 36.456MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +4.7%

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

ddtrace/profiling/collector/memalloc.py

tests/profiling_v2/collector/test_memalloc.py

Co-authored-by: T. Kowalski <[email protected]>

tests/profiling/collector/pprof_utils.py

KowalskiThomas

Limited context, but what I see makes sense to me.

ddtrace/profiling/collector/memalloc.py

tests/profiling/collector/pprof_utils.py

tests/profiling_v2/collector/test_memalloc.py

danielsn added 7 commits November 18, 2025 15:34

make the tests depend on the actual profile not the internal data str…

21dacb6

…uctures

fixed one test

c63ecd0

fixed one more test

861ee81

fixed two more test

30e55df

fixed two more more tests. Only test_memory_collector_buffer_pool_exh…

5ee0cba

…austion remains

All tests converted and pass

7a2194f

remove unused code

8ea229d

danielsn requested a review from a team as a code owner November 19, 2025 04:08

danielsn requested a review from KowalskiThomas November 19, 2025 04:08

danielsn added changelog/no-changelog A changelog entry is not required for this PR. Profiling Continous Profling AI Generated Largely based on code generated by an AI or LLM. This label is the same across all dd-trace-* repos labels Nov 19, 2025

danielsn commented Nov 19, 2025

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danielsn commented Nov 19, 2025

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KowalskiThomas reviewed Nov 19, 2025

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danielsn and others added 6 commits November 19, 2025 09:27

Update tests/profiling_v2/collector/test_memalloc.py

dcd25f0

Co-authored-by: T. Kowalski <[email protected]>

Update ddtrace/profiling/collector/memalloc.py

4bfdc4c

Co-authored-by: T. Kowalski <[email protected]>

Merge branch 'main' into dsn/memalloc-tests-take-2

dc065da

more type checking

89c0c83

use common prelude

1de004f

linter fix

633217e

danielsn commented Nov 19, 2025

View reviewed changes

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KowalskiThomas approved these changes Nov 19, 2025

View reviewed changes

danielsn and others added 4 commits November 19, 2025 15:38

more type annotations

dc9fa1b

Merge branch 'main' into dsn/memalloc-tests-take-2

ac3f869

reformat

4934a07

Merge branch 'main' into dsn/memalloc-tests-take-2

783bfe4

fix CI typing error

8c5ebfc

danielsn enabled auto-merge (squash) November 20, 2025 16:20

danielsn added 2 commits November 20, 2025 11:49

Merge branch 'main' into dsn/memalloc-tests-take-2

3e346ba

Merge branch 'main' into dsn/memalloc-tests-take-2

b3cae40

danielsn merged commit 9739b2f into main Nov 20, 2025
648 of 689 checks passed

danielsn deleted the dsn/memalloc-tests-take-2 branch November 20, 2025 20:35

chore(profiling): make memory alloc profiler tests more end-to-end #15330

chore(profiling): make memory alloc profiler tests more end-to-end #15330

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Conversation

danielsn commented Nov 19, 2025

Description

Testing

Risks

Additional Notes

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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-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

✅ 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

✅ large

✅ medium

✅ small

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ appsec

github-actions bot commented Nov 19, 2025 •

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github-actions bot commented Nov 19, 2025 •

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pr-commenter bot commented Nov 19, 2025 •

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