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Merged
merged 5 commits into from
Dec 1, 2025
Merged

chore(profiling): use abseil instead of cwisstable #15424

merged 5 commits into from
Dec 1, 2025
+254 −3,525

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@danielsn
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@danielsn danielsn commented Nov 25, 2025

Description

Testing

Risks

Additional Notes

@danielsn danielsn added changelog/no-changelog A changelog entry is not required for this PR. Profiling Continous Profling labels Nov 25, 2025
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github-actions bot commented Nov 25, 2025 •
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CODEOWNERS have been resolved as:

ddtrace/profiling/collector/CMakeLists.txt                              @DataDog/profiling-python
ddtrace/profiling/collector/_memalloc_heap_map.cpp                      @DataDog/profiling-python
ddtrace/profiling/collector/_memalloc_heap_map.hpp                      @DataDog/profiling-python
ddtrace/profiling/collector/test/CMakeLists.txt                         @DataDog/profiling-python
setup.py                                                                @DataDog/python-guild
ddtrace/profiling/collector/vendor/cwisstable.h                         @DataDog/profiling-python

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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 246 ± 2 ms.

The average import time from base is: 249 ± 2 ms.

The import time difference between this PR and base is: -2.76 ± 0.08 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.665 ms (1.08%)
ddtrace 1.360 ms (0.55%)
ddtrace._logger 0.681 ms (0.28%)
ddtrace.internal.telemetry 0.681 ms (0.28%)
ddtrace.internal.telemetry.writer 0.681 ms (0.28%)
ddtrace.internal.utils.version 0.681 ms (0.28%)
ddtrace.version 0.681 ms (0.28%)
ddtrace.internal._unpatched 0.029 ms (0.01%)
json 0.029 ms (0.01%)
json.decoder 0.029 ms (0.01%)
re 0.029 ms (0.01%)
enum 0.029 ms (0.01%)
types 0.029 ms (0.01%)
ddtrace.bootstrap.sitecustomize 1.305 ms (0.53%)
ddtrace.bootstrap.preload 1.305 ms (0.53%)
ddtrace.internal.remoteconfig.client 0.661 ms (0.27%)

danielsn
danielsn commented Nov 25, 2025
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Performance SLOs

Comparing candidate dsn/absail-hash-table (97aef22) with baseline main (8851ec9)

📈 Performance Regressions (2 suites)
📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.196µs (SLO: <10.000µs 📉 -48.0%) vs baseline: 📈 +20.9%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 1.081µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ ospathjoin_aspect

Time: ✅ 6.198µs (SLO: <10.000µs 📉 -38.0%) vs baseline: +1.1%

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

✅ ospathjoin_noaspect

Time: ✅ 2.287µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.5%

Memory: ✅ 40.442MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ ospathnormcase_aspect

Time: ✅ 3.547µs (SLO: <10.000µs 📉 -64.5%) vs baseline: +1.0%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.3%

✅ ospathnormcase_noaspect

Time: ✅ 0.565µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -0.7%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.2%

✅ ospathsplit_aspect

Time: ✅ 4.862µs (SLO: <10.000µs 📉 -51.4%) vs baseline: -1.2%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.6%

✅ ospathsplit_noaspect

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.5%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ ospathsplitdrive_aspect

Time: ✅ 3.695µs (SLO: <10.000µs 📉 -63.0%) vs baseline: -0.4%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.5%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.5%

✅ ospathsplitext_aspect

Time: ✅ 4.589µs (SLO: <10.000µs 📉 -54.1%) vs baseline: +0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +1.6%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.404µs (SLO: <20.000µs 📉 -83.0%) vs baseline: 📈 +17.1%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ 1-count-metrics-100-times

Time: ✅ 199.875µs (SLO: <220.000µs -9.1%) vs baseline: -0.8%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.249µs (SLO: <20.000µs 📉 -83.8%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ 1-distribution-metrics-100-times

Time: ✅ 214.904µs (SLO: <230.000µs -6.6%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.164µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -0.4%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 135.651µs (SLO: <150.000µs -9.6%) vs baseline: -0.4%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ 1-rate-metric-1-times

Time: ✅ 3.053µs (SLO: <20.000µs 📉 -84.7%) vs baseline: ~same

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

✅ 1-rate-metrics-100-times

Time: ✅ 213.964µs (SLO: <250.000µs 📉 -14.4%) vs baseline: +0.3%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ 100-count-metrics-100-times

Time: ✅ 20.343ms (SLO: <22.000ms -7.5%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.5%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.236ms (SLO: <2.300ms -2.8%) vs baseline: ~same

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.410ms (SLO: <1.550ms -9.1%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.210ms (SLO: <2.550ms 📉 -13.3%) vs baseline: +0.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ flush-1-metric

Time: ✅ 4.485µs (SLO: <20.000µs 📉 -77.6%) vs baseline: +0.5%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.1%

✅ flush-100-metrics

Time: ✅ 175.189µs (SLO: <250.000µs 📉 -29.9%) vs baseline: +0.4%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +4.8%

✅ flush-1000-metrics

Time: ✅ 2.189ms (SLO: <2.500ms 📉 -12.5%) vs baseline: -0.3%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +4.7%

🟡 Near SLO Breach (17 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.286µs (SLO: <20.000µs 📉 -33.6%) vs baseline: ~same

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

✅ context_with_data_no_listeners

Time: ✅ 3.271µs (SLO: <10.000µs 📉 -67.3%) vs baseline: +0.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ get_item_exists

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

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

✅ get_item_missing

Time: ✅ 0.639µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +1.0%

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

✅ set_item

Time: ✅ 24.372µs (SLO: <30.000µs 📉 -18.8%) vs baseline: +1.7%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.601ms (SLO: <22.300ms 📉 -12.1%) vs baseline: ~same

Memory: ✅ 68.085MB (SLO: <70.500MB -3.4%) vs baseline: +4.7%

✅ exception-replay-enabled

Time: ✅ 1.367ms (SLO: <1.450ms -5.7%) vs baseline: +0.4%

Memory: ✅ 66.323MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.565ms (SLO: <22.250ms 📉 -12.1%) vs baseline: -0.2%

Memory: ✅ 68.026MB (SLO: <70.000MB -2.8%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.508ms (SLO: <16.550ms -6.3%) vs baseline: -1.4%

Memory: ✅ 56.466MB (SLO: <57.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.502ms (SLO: <21.750ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 67.948MB (SLO: <70.500MB -3.6%) vs baseline: +4.4%

✅ span-code-origin

Time: ✅ 23.655ms (SLO: <28.200ms 📉 -16.1%) vs baseline: +1.2%

Memory: ✅ 69.334MB (SLO: <71.000MB -2.3%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.618ms (SLO: <21.750ms -9.8%) vs baseline: ~same

Memory: ✅ 67.987MB (SLO: <70.000MB -2.9%) vs baseline: +4.5%

✅ tracer-and-profiler

Time: ✅ 21.583ms (SLO: <23.500ms -8.2%) vs baseline: -1.6%

Memory: ✅ 69.383MB (SLO: <71.000MB -2.3%) vs baseline: +4.6%

✅ tracer-dont-create-db-spans

Time: ✅ 19.633ms (SLO: <21.500ms -8.7%) vs baseline: +0.2%

Memory: ✅ 68.066MB (SLO: <70.000MB -2.8%) vs baseline: +4.6%

✅ tracer-minimal

Time: ✅ 16.856ms (SLO: <17.500ms -3.7%) vs baseline: +0.3%

Memory: ✅ 67.987MB (SLO: <70.000MB -2.9%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 19.583ms (SLO: <21.750ms -10.0%) vs baseline: +0.8%

Memory: ✅ 67.948MB (SLO: <72.500MB -6.3%) vs baseline: +4.5%

✅ tracer-no-caches

Time: ✅ 17.647ms (SLO: <19.650ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 67.924MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.074ms (SLO: <20.100ms -5.1%) vs baseline: -0.3%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.7%

✅ tracer-no-middleware

Time: ✅ 19.343ms (SLO: <21.500ms 📉 -10.0%) vs baseline: ~same

Memory: ✅ 67.924MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.581ms (SLO: <22.000ms 📉 -11.0%) vs baseline: +1.0%

Memory: ✅ 67.869MB (SLO: <70.500MB -3.7%) vs baseline: +4.7%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.358ms (SLO: <19.850ms 📉 -17.6%) vs baseline: +0.5%

Memory: ✅ 69.777MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.291ms (SLO: <19.400ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.910MB (SLO: <70.000MB 🟡 -0.1%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 16.308ms (SLO: <19.450ms 📉 -16.2%) vs baseline: ~same

Memory: ✅ 69.794MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 55.581MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +4.5%

✅ errortracking-enabled-user

Time: ✅ 2.078ms (SLO: <2.250ms -7.6%) vs baseline: ~same

Memory: ✅ 55.640MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 55.502MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.373ms (SLO: <4.750ms 📉 -29.0%) vs baseline: -0.6%

Memory: ✅ 55.653MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.4%

Memory: ✅ 55.909MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.405ms (SLO: <4.750ms 📉 -28.3%) vs baseline: +0.7%

Memory: ✅ 55.473MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.7%

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.2%

Memory: ✅ 48.000MB (SLO: <49.500MB -3.0%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.861ms (SLO: <2.000ms -7.0%) vs baseline: +0.1%

Memory: ✅ 44.795MB (SLO: <49.000MB -8.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.906ms (SLO: <2.100ms -9.3%) vs baseline: -1.5%

Memory: ✅ 48.964MB (SLO: <50.000MB -2.1%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.359ms (SLO: <3.650ms -8.0%) vs baseline: +0.3%

Memory: ✅ 55.551MB (SLO: <56.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: ~same

Memory: ✅ 55.550MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 3.377ms (SLO: <3.650ms -7.5%) vs baseline: +0.2%

Memory: ✅ 55.633MB (SLO: <60.000MB -7.3%) vs baseline: +5.1%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.1%

Memory: ✅ 55.443MB (SLO: <66.000MB 📉 -16.0%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.072ms (SLO: <2.800ms 📉 -26.0%) vs baseline: +0.4%

Memory: ✅ 55.424MB (SLO: <62.500MB 📉 -11.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.064ms (SLO: <2.250ms -8.3%) vs baseline: ~same

Memory: ✅ 55.463MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.5%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.677µs (SLO: <100.000µs 📉 -19.3%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ b3_headers

Time: ✅ 14.138µs (SLO: <20.000µs 📉 -29.3%) vs baseline: -0.2%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.1%

✅ b3_single_headers

Time: ✅ 13.273µs (SLO: <20.000µs 📉 -33.6%) vs baseline: +0.1%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 66.822µs (SLO: <80.000µs 📉 -16.5%) vs baseline: +4.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.928µs (SLO: <80.000µs 📉 -17.6%) vs baseline: ~same

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.6%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ full_t_id_datadog_headers

Time: ✅ 22.428µs (SLO: <30.000µs 📉 -25.2%) vs baseline: -0.8%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ invalid_priority_header

Time: ✅ 6.531µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ invalid_span_id_header

Time: ✅ 6.540µs (SLO: <10.000µs 📉 -34.6%) vs baseline: ~same

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ invalid_tags_header

Time: ✅ 6.501µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.4%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ invalid_trace_id_header

Time: ✅ 6.565µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.7%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ large_header_no_matches

Time: ✅ 27.546µs (SLO: <30.000µs -8.2%) vs baseline: -0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.678µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ medium_header_no_matches

Time: ✅ 9.813µs (SLO: <20.000µs 📉 -50.9%) vs baseline: -1.0%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.285µs (SLO: <20.000µs 📉 -43.6%) vs baseline: -0.4%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ none_propagation_style

Time: ✅ 1.702µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ tracecontext_headers

Time: ✅ 34.687µs (SLO: <40.000µs 📉 -13.3%) vs baseline: -0.5%

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

✅ valid_headers_all

Time: ✅ 6.522µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ valid_headers_basic

Time: ✅ 6.086µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -0.1%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ wsgi_empty_headers

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.5%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ wsgi_invalid_priority_header

Time: ✅ 6.511µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.7%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.9%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ wsgi_invalid_tags_header

Time: ✅ 6.523µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.9%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.2%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.628µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +1.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_large_header_no_matches

Time: ✅ 28.720µs (SLO: <40.000µs 📉 -28.2%) vs baseline: -0.8%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.729µs (SLO: <40.000µs 📉 -25.7%) vs baseline: -0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.239µs (SLO: <20.000µs 📉 -48.8%) vs baseline: -0.1%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.600µs (SLO: <20.000µs 📉 -42.0%) vs baseline: -0.6%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%)

✅ wsgi_valid_headers_all

Time: ✅ 6.571µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ wsgi_valid_headers_basic

Time: ✅ 6.083µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.007µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +5.0%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ with_all

Time: ✅ 27.569µs (SLO: <40.000µs 📉 -31.1%) vs baseline: -0.7%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.1%

✅ with_dd_origin

Time: ✅ 24.666µs (SLO: <30.000µs 📉 -17.8%) vs baseline: -0.1%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ with_priority_and_origin

Time: ✅ 23.930µs (SLO: <40.000µs 📉 -40.2%) vs baseline: -0.6%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ with_sampling_priority

Time: ✅ 20.846µs (SLO: <30.000µs 📉 -30.5%) vs baseline: -0.2%

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

✅ with_tags

Time: ✅ 25.929µs (SLO: <40.000µs 📉 -35.2%) vs baseline: -0.3%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.8%

✅ with_tags_invalid

Time: ✅ 27.209µs (SLO: <40.000µs 📉 -32.0%) vs baseline: -0.6%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ with_tags_max_size

Time: ✅ 26.363µs (SLO: <40.000µs 📉 -34.1%) vs baseline: -0.6%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.880µs (SLO: <40.000µs 📉 -15.3%) vs baseline: +6.0%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.6%

✅ re_expand_noaspect

Time: ✅ 28.692µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.7%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ re_findall_aspect

Time: ✅ 2.889µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -0.6%

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

✅ re_findall_noaspect

Time: ✅ 1.405µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.2%

Memory: ✅ 40.403MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ re_finditer_aspect

Time: ✅ 4.404µs (SLO: <10.000µs 📉 -56.0%) vs baseline: -0.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.399µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.9%

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

✅ re_fullmatch_aspect

Time: ✅ 2.701µs (SLO: <10.000µs 📉 -73.0%) vs baseline: +1.7%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.6%

✅ re_fullmatch_noaspect

Time: ✅ 1.303µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.2%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 2.966µs (SLO: <10.000µs 📉 -70.3%) vs baseline: +2.0%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ re_group_noaspect

Time: ✅ 1.619µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.3%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.098µs (SLO: <10.000µs 📉 -69.0%) vs baseline: +1.8%

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

✅ re_groups_noaspect

Time: ✅ 1.691µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.9%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_match_aspect

Time: ✅ 2.750µs (SLO: <10.000µs 📉 -72.5%) vs baseline: +1.6%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%)

✅ re_match_noaspect

Time: ✅ 1.333µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.3%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.6%

✅ re_search_aspect

Time: ✅ 2.542µs (SLO: <10.000µs 📉 -74.6%) vs baseline: +0.6%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.4%

✅ re_search_noaspect

Time: ✅ 1.198µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.2%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ re_sub_aspect

Time: ✅ 3.459µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +3.2%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ re_sub_noaspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.9%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_subn_aspect

Time: ✅ 3.593µs (SLO: <10.000µs 📉 -64.1%) vs baseline: +0.1%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ re_subn_noaspect

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

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

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.369µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -3.4%

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

✅ rsplit_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.7%

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

✅ split_aspect

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

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%)

✅ split_noaspect

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

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 1.367µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.5%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ splitlines_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.197ms (SLO: <354.300ms -3.4%) vs baseline: -0.6%

Memory: ✅ 40.712MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ cache_on

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

Memory: ✅ 39.450MB (SLO: <41.000MB -3.8%) vs baseline: +5.4%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.375µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +1.0%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.8%

✅ high_rate_limit

Time: ✅ 2.417µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +0.2%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +4.8%

✅ long_window

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.2%

✅ low_rate_limit

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +4.9%

✅ no_rate_limit

Time: ✅ 0.838µs (SLO: <10.000µs 📉 -91.6%) vs baseline: +0.5%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.502µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.8%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.0%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.297ms (SLO: <320.950ms -3.9%) vs baseline: -0.4%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 329.195ms (SLO: <359.150ms -8.3%) vs baseline: -1.7%

Memory: ✅ 40.167MB (SLO: <40.500MB 🟡 -0.8%) vs baseline: +5.0%

✅ medium

Time: ✅ 6.992ms (SLO: <7.400ms -5.5%) vs baseline: -0.1%

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

✅ shallow

Time: ✅ 0.947ms (SLO: <1.050ms -9.8%) vs baseline: +1.0%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 136.766µs (SLO: <290.000µs 📉 -52.8%) vs baseline: -0.5%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.738µs (SLO: <480.000µs 📉 -63.8%) vs baseline: +0.7%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ low_match

Time: ✅ 98.708µs (SLO: <120.000µs 📉 -17.7%) vs baseline: +0.1%

Memory: ✅ 603.778MB (SLO: <700.000MB 📉 -13.7%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.637ms (SLO: <8.500ms 📉 -69.0%) vs baseline: ~same

Memory: ✅ 71.134MB (SLO: <75.000MB -5.2%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.631µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +0.8%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +3.9%

✅ all-enabled

Time: ✅ 41.154µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +2.6%

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

✅ collectipvariant_exists

Time: ✅ 40.968µs (SLO: <50.000µs 📉 -18.1%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.1%

✅ no-collectipvariant

Time: ✅ 40.328µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +1.4%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.4%

✅ no-useragentvariant

Time: ✅ 39.045µs (SLO: <50.000µs 📉 -21.9%) vs baseline: +1.1%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.881µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +1.2%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.053µs (SLO: <90.000µs 📉 -15.5%) vs baseline: -0.2%

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

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.741µs (SLO: <90.000µs 📉 -14.7%) vs baseline: +0.4%

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.608µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 35.822MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +5.3%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.150µs (SLO: <160.000µs -6.8%) vs baseline: +0.2%

Memory: ✅ 35.822MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.030µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.719µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.4%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.6%

✅ useragentvariant_exists_2

Time: ✅ 40.822µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +0.5%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +5.1%

✅ useragentvariant_exists_3

Time: ✅ 40.352µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +0.5%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.672µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.4%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.741µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.9%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +5.3%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.264ms (SLO: <22.500ms 📉 -18.8%) vs baseline: +0.3%

Memory: ✅ 37.096MB (SLO: <53.000MB 📉 -30.0%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 87.945ms (SLO: <93.500ms -5.9%) vs baseline: -0.2%

Memory: ✅ 41.215MB (SLO: <53.000MB 📉 -22.2%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 142.736ms (SLO: <155.000ms -7.9%) vs baseline: +0.6%

Memory: ✅ 41.300MB (SLO: <53.000MB 📉 -22.1%) vs baseline: +5.1%

✅ get-context

Time: ✅ 16.976ms (SLO: <20.500ms 📉 -17.2%) vs baseline: -0.2%

Memory: ✅ 36.932MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 17.313ms (SLO: <20.500ms 📉 -15.5%) vs baseline: -0.2%

Memory: ✅ 36.852MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 36.567ms (SLO: <40.000ms -8.6%) vs baseline: -0.3%

Memory: ✅ 37.428MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +4.9%

✅ set-status

Time: ✅ 18.834ms (SLO: <22.000ms 📉 -14.4%) vs baseline: +0.7%

Memory: ✅ 36.869MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.0%

✅ start

Time: ✅ 17.376ms (SLO: <20.500ms 📉 -15.2%) vs baseline: +2.4%

Memory: ✅ 36.853MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.4%

✅ start-finish

Time: ✅ 50.943ms (SLO: <52.500ms -3.0%) vs baseline: -0.3%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 52.229ms (SLO: <54.500ms -4.2%) vs baseline: +0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.3%

✅ start-finish-traceid128

Time: ✅ 54.217ms (SLO: <57.000ms -4.9%) vs baseline: +0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 17.350ms (SLO: <22.500ms 📉 -22.9%) vs baseline: +0.5%

Memory: ✅ 36.766MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.3%

✅ update-name

Time: ✅ 17.382ms (SLO: <22.000ms 📉 -21.0%) vs baseline: +0.3%

Memory: ✅ 36.949MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.8%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.141ms (SLO: <32.950ms 📉 -11.6%) vs baseline: -0.7%

Memory: ✅ 36.038MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.879ms (SLO: <3.200ms 📉 -10.0%) vs baseline: +0.4%

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

✅ small

Time: ✅ 331.170µs (SLO: <370.000µs 📉 -10.5%) vs baseline: +1.9%

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

⚠️ Unstable Tests (1 suite)
⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.473µs (SLO: <170.000µs -8.5%) vs baseline: ~same

Memory: ✅ 39.727MB (SLO: <41.000MB -3.1%) vs baseline: +5.0%

✅ import_many_cached

Time: ✅ 122.271µs (SLO: <130.000µs -5.9%) vs baseline: +0.9%

Memory: ✅ 39.520MB (SLO: <41.000MB -3.6%) vs baseline: +4.5%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -56.9%) vs baseline: -0.6%

Memory: ✅ 39.723MB (SLO: <41.000MB -3.1%) vs baseline: +4.8%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.4%) vs baseline: +0.1%

Memory: ✅ 39.612MB (SLO: <41.000MB -3.4%) vs baseline: +4.8%

✅ import_many_unknown

Time: ✅ 828.924µs (SLO: <890.000µs -6.9%) vs baseline: -0.1%

Memory: ✅ 39.723MB (SLO: <41.000MB -3.1%) vs baseline: +4.5%

✅ import_many_unknown_cached

Time: ✅ 795.835µs (SLO: <870.000µs -8.5%) vs baseline: -0.6%

Memory: ✅ 39.838MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%

✅ import_one

Time: ✅ 19.698µs (SLO: <30.000µs 📉 -34.3%) vs baseline: -0.1%

Memory: ✅ 39.555MB (SLO: <41.000MB -3.5%) vs baseline: +4.3%

✅ import_one_cache

Time: ✅ 6.308µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.4%

Memory: ✅ 39.570MB (SLO: <41.000MB -3.5%) vs baseline: +4.5%

✅ import_one_stdlib

Time: ✅ 18.620µs (SLO: <20.000µs -6.9%) vs baseline: -0.2%

Memory: ✅ 39.508MB (SLO: <41.000MB -3.6%) vs baseline: +4.2%

✅ import_one_stdlib_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.3%) vs baseline: +0.2%

Memory: ✅ 39.679MB (SLO: <41.000MB -3.2%) vs baseline: +4.7%

✅ import_one_unknown

Time: ✅ 45.427µs (SLO: <50.000µs -9.1%) vs baseline: +0.1%

Memory: ✅ 39.551MB (SLO: <41.000MB -3.5%) vs baseline: +4.4%

✅ import_one_unknown_cache

Time: ✅ 6.240µs (SLO: <10.000µs 📉 -37.6%) vs baseline: -0.5%

Memory: ✅ 39.607MB (SLO: <41.000MB -3.4%) vs baseline: +4.8%

✅ All Tests Passing (4 suites)
✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 40.294MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ add_inplace_aspect

Time: ✅ 0.410µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.4%

Memory: ✅ 40.228MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ add_inplace_noaspect

Time: ✅ 0.315µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.3%

Memory: ✅ 40.241MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.1%

Memory: ✅ 40.273MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 1.335µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.6%

Memory: ✅ 40.202MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ bytearray_extend_aspect

Time: ✅ 1.541µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +2.8%

Memory: ✅ 40.304MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.5%

Memory: ✅ 40.321MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ bytearray_noaspect

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

Memory: ✅ 40.179MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ bytes_aspect

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

Memory: ✅ 40.195MB (SLO: <41.500MB -3.1%) vs baseline: +4.4%

✅ bytes_noaspect

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

Memory: ✅ 40.428MB (SLO: <41.500MB -2.6%) vs baseline: +5.1%

✅ bytesio_aspect

Time: ✅ 1.313µs (SLO: <10.000µs 📉 -86.9%) vs baseline: ~same

Memory: ✅ 40.382MB (SLO: <41.500MB -2.7%) vs baseline: +5.3%

✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.1%

Memory: ✅ 40.426MB (SLO: <41.500MB -2.6%) vs baseline: +5.6%

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.1%

Memory: ✅ 40.342MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.4%

Memory: ✅ 40.259MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

✅ casefold_aspect

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

Memory: ✅ 40.181MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.4%

Memory: ✅ 40.327MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ decode_aspect

Time: ✅ 0.720µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.6%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.1%

✅ decode_noaspect

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

Memory: ✅ 40.248MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

✅ encode_aspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.0%

Memory: ✅ 40.261MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ encode_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.5%

Memory: ✅ 40.287MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 3.335µs (SLO: <10.000µs 📉 -66.6%) vs baseline: -1.3%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ format_map_aspect

Time: ✅ 3.526µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -1.9%

Memory: ✅ 40.297MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

✅ format_map_noaspect

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

Memory: ✅ 40.201MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ format_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.5%

Memory: ✅ 40.220MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ index_aspect

Time: ✅ 0.360µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.4%

Memory: ✅ 40.293MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

✅ index_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.3%) vs baseline: -2.7%

Memory: ✅ 40.369MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

✅ join_aspect

Time: ✅ 1.384µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.3%

Memory: ✅ 40.256MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ join_noaspect

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

Memory: ✅ 40.277MB (SLO: <41.500MB -2.9%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.511µs (SLO: <20.000µs 📉 -87.4%) vs baseline: +1.1%

Memory: ✅ 40.196MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ ljust_noaspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.5%

Memory: ✅ 40.304MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 2.184µs (SLO: <10.000µs 📉 -78.2%) vs baseline: -0.2%

Memory: ✅ 40.294MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ lower_noaspect

Time: ✅ 0.363µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.8%

Memory: ✅ 40.242MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ lstrip_aspect

Time: ✅ 2.236µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.1%

Memory: ✅ 40.501MB (SLO: <41.500MB -2.4%) vs baseline: +5.6%

✅ lstrip_noaspect

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

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 1.037µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +5.3%

Memory: ✅ 40.279MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.542µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes

Time: ✅ 0.976µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -4.3%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.256µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +0.2%

Memory: ✅ 40.410MB (SLO: <41.500MB -2.6%) vs baseline: +5.3%

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.4%

Memory: ✅ 40.288MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ replace_aspect

Time: ✅ 4.869µs (SLO: <10.000µs 📉 -51.3%) vs baseline: +1.3%

Memory: ✅ 40.282MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.4%

Memory: ✅ 40.280MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ repr_aspect

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

Memory: ✅ 40.512MB (SLO: <41.500MB -2.4%) vs baseline: +5.3%

✅ repr_noaspect

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

Memory: ✅ 40.408MB (SLO: <41.500MB -2.6%) vs baseline: +5.4%

✅ rstrip_aspect

Time: ✅ 1.878µs (SLO: <20.000µs 📉 -90.6%) vs baseline: +0.3%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ rstrip_noaspect

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

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.5%

✅ slice_aspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.9%

Memory: ✅ 40.309MB (SLO: <41.500MB -2.9%) vs baseline: +4.6%

✅ slice_noaspect

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

Memory: ✅ 40.200MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 1.533µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.3%

Memory: ✅ 40.199MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ stringio_noaspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -1.0%

Memory: ✅ 40.403MB (SLO: <41.500MB -2.6%) vs baseline: +5.0%

✅ strip_aspect

Time: ✅ 2.224µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.2%

Memory: ✅ 40.272MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ strip_noaspect

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.1%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ swapcase_aspect

Time: ✅ 2.523µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +5.3%

Memory: ✅ 40.299MB (SLO: <41.500MB -2.9%) vs baseline: +4.7%

✅ swapcase_noaspect

Time: ✅ 0.541µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.2%

Memory: ✅ 40.142MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ title_aspect

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.5%

Memory: ✅ 40.396MB (SLO: <41.500MB -2.7%) vs baseline: +5.1%

✅ title_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 40.385MB (SLO: <41.500MB -2.7%) vs baseline: +5.5%

✅ translate_aspect

Time: ✅ 3.213µs (SLO: <10.000µs 📉 -67.9%) vs baseline: +0.5%

Memory: ✅ 40.201MB (SLO: <41.500MB -3.1%) vs baseline: +4.2%

✅ translate_noaspect

Time: ✅ 1.044µs (SLO: <10.000µs 📉 -89.6%) vs baseline: ~same

Memory: ✅ 40.302MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ upper_aspect

Time: ✅ 2.199µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.2%

Memory: ✅ 40.337MB (SLO: <41.500MB -2.8%) vs baseline: +5.0%

✅ upper_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.3%

Memory: ✅ 40.282MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.643µs (SLO: <60.000µs 📉 -18.9%) vs baseline: -0.2%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 167.405µs (SLO: <190.000µs 📉 -11.9%) vs baseline: +0.5%

Memory: ✅ 40.187MB (SLO: <42.000MB -4.3%) vs baseline: +5.0%

✅ propagation_enabled_100

Time: ✅ 1.857ms (SLO: <2.300ms 📉 -19.3%) vs baseline: +0.4%

Memory: ✅ 40.167MB (SLO: <42.000MB -4.4%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 32.115ms (SLO: <34.550ms -7.0%) vs baseline: -0.1%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +4.8%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.473ms (SLO: <42.000ms -3.6%) vs baseline: +0.3%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +4.6%

✅ add-link

Time: ✅ 36.196ms (SLO: <38.550ms -6.1%) vs baseline: -0.5%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 219.823ms (SLO: <232.000ms -5.2%) vs baseline: +0.9%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.5%

✅ add-tags

Time: ✅ 210.126ms (SLO: <221.600ms -5.2%) vs baseline: -0.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.1%

✅ get-context

Time: ✅ 28.790ms (SLO: <31.300ms -8.0%) vs baseline: -0.4%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 29.214ms (SLO: <31.000ms -5.8%) vs baseline: +0.3%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.057ms (SLO: <65.850ms -4.2%) vs baseline: +0.2%

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

✅ set-status

Time: ✅ 31.984ms (SLO: <34.150ms -6.3%) vs baseline: +0.3%

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

✅ start

Time: ✅ 29.426ms (SLO: <30.150ms -2.4%) vs baseline: +2.1%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 33.801ms (SLO: <35.350ms -4.4%) vs baseline: -0.7%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 34.038ms (SLO: <35.450ms -4.0%) vs baseline: ~same

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.4%

✅ update-name

Time: ✅ 30.993ms (SLO: <33.400ms -7.2%) vs baseline: ~same

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +5.1%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 39.547ms (SLO: <47.150ms 📉 -16.1%) vs baseline: +0.2%

Memory: ✅ 39.631MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 259.946ms (SLO: <344.800ms 📉 -24.6%) vs baseline: +0.6%

Memory: ✅ 43.860MB (SLO: <47.500MB -7.7%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 314.565ms (SLO: <321.000ms -2.0%) vs baseline: -0.4%

Memory: ✅ 43.955MB (SLO: <47.500MB -7.5%) vs baseline: +5.1%

✅ get-context

Time: ✅ 79.855ms (SLO: <92.350ms 📉 -13.5%) vs baseline: ~same

Memory: ✅ 39.813MB (SLO: <46.500MB 📉 -14.4%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 37.070ms (SLO: <44.500ms 📉 -16.7%) vs baseline: +0.3%

Memory: ✅ 39.566MB (SLO: <47.500MB 📉 -16.7%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 58.270ms (SLO: <67.650ms 📉 -13.9%) vs baseline: -0.1%

Memory: ✅ 40.070MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +4.8%

✅ set-status

Time: ✅ 43.354ms (SLO: <50.400ms 📉 -14.0%) vs baseline: ~same

Memory: ✅ 39.508MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.8%

✅ start

Time: ✅ 37.334ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +2.4%

Memory: ✅ 39.557MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 81.726ms (SLO: <88.000ms -7.1%) vs baseline: ~same

Memory: ✅ 37.434MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 83.364ms (SLO: <89.000ms -6.3%) vs baseline: -0.2%

Memory: ✅ 37.415MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.9%

✅ update-name

Time: ✅ 37.927ms (SLO: <45.150ms 📉 -16.0%) vs baseline: -0.5%

Memory: ✅ 39.757MB (SLO: <47.000MB 📉 -15.4%) vs baseline: +5.1%

ℹ️ Scenarios Missing SLO Configuration (10 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

  • coreapiscenario-core_dispatch_listeners
  • coreapiscenario-core_dispatch_no_listeners
  • coreapiscenario-core_dispatch_with_results_listeners
  • coreapiscenario-core_dispatch_with_results_no_listeners
  • djangosimple-baseline
  • errortrackingdjangosimple-baseline
  • errortrackingflasksqli-baseline
  • flasksimple-baseline
  • flasksqli-baseline
  • sethttpmeta-obfuscation-disabled

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danielsn commented Nov 26, 2025

Looking at DOE benchmarks (thanks @realFlowControl), we see that this has minimal change to performance.

<style type="text/css"></style>

       
library_version Metric Average (%) Standard Deviation
Base 4.0.0 CPU 42.4 0.89
  Memory 59.06 3.36
  P50 Latency 3.26 0.09
  P99 Latency 66.22 46.41
Absail 97aef2...fef1 CPU 41.96 0.34
  Memory 63.42 1.86
  P50 Latency 3.44 0.05
  P99 Latency 36.72 31.26

@danielsn danielsn marked this pull request as ready for review November 26, 2025 14:48
@danielsn danielsn requested review from a team as code owners November 26, 2025 14:48
@danielsn danielsn enabled auto-merge (squash) November 26, 2025 14:51
@taegyunkim taegyunkim changed the title chore(profiling): use absail instead of cwisstable chore(profiling): use abseil instead of cwisstable Nov 26, 2025
gleocadie
gleocadie approved these changes Dec 1, 2025
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LGTM

@danielsn danielsn merged commit 53c5793 into main Dec 1, 2025
994 of 995 checks passed
@danielsn danielsn deleted the dsn/absail-hash-table branch December 1, 2025 09:03
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@juanjux juanjux juanjux approved these changes

@KowalskiThomas KowalskiThomas KowalskiThomas approved these changes

@gleocadie gleocadie gleocadie approved these changes

@vlad-scherbich vlad-scherbich Awaiting requested review from vlad-scherbich vlad-scherbich is a code owner automatically assigned from DataDog/profiling-python

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changelog/no-changelog A changelog entry is not required for this PR. Profiling Continous Profling

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@danielsn @juanjux @KowalskiThomas @gleocadie