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fix(profiling): use official PyGen_yf from CPython 3.13 #15450

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merged 1 commit into from
Dec 1, 2025
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fix(profiling): use official PyGen_yf from CPython 3.13 #15450

merged 1 commit into from
Dec 1, 2025
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@KowalskiThomas KowalskiThomas commented Nov 28, 2025 •
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Description

https://datadoghq.atlassian.net/browse/PROF-13137

This updates Echion to use the "official" implementation for PyGen_yf from CPython 3.13: https://github.com/python/cpython/blob/v3.13.0/Objects/genobject.c#L341-L351

Echion PR: P403n1x87/echion#195

@KowalskiThomas KowalskiThomas requested a review from a team as a code owner November 28, 2025 10:16
@KowalskiThomas KowalskiThomas mentioned this pull request Nov 28, 2025
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CODEOWNERS have been resolved as:

releasenotes/notes/profiling-use-official-pygen-yf-for-313-9e9df6f153fae01f.yaml  @DataDog/apm-python
ddtrace/internal/datadog/profiling/stack_v2/echion/echion/cpython/tasks.h  @DataDog/profiling-python

@KowalskiThomas KowalskiThomas added the Profiling Continous Profling label Nov 28, 2025
@KowalskiThomas KowalskiThomas changed the title fix(profiling): use official PyGen_yf from CPython 3.13 fix(profiling): use official PyGen_yf from CPython 3.13 Nov 28, 2025
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github-actions bot commented Nov 28, 2025 •
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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: 251 ± 4 ms.

The average import time from base is: 253 ± 5 ms.

The import time difference between this PR and base is: -1.6 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.563 ms (1.02%)
ddtrace 1.345 ms (0.54%)
ddtrace._logger 0.667 ms (0.27%)
ddtrace.internal.telemetry 0.667 ms (0.27%)
ddtrace.internal.telemetry.writer 0.667 ms (0.27%)
ddtrace.internal.utils.version 0.667 ms (0.27%)
ddtrace.version 0.667 ms (0.27%)
ddtrace.internal._unpatched 0.029 ms (0.01%)
json 0.029 ms (0.01%)
json.decoder 0.029 ms (0.01%)
re 0.029 ms (0.01%)
enum 0.029 ms (0.01%)
types 0.029 ms (0.01%)
ddtrace.bootstrap.sitecustomize 1.218 ms (0.48%)
ddtrace.bootstrap.preload 1.218 ms (0.48%)
ddtrace.internal.remoteconfig.client 0.647 ms (0.26%)

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Performance SLOs

Comparing candidate kowalski/fix-profiling-use-official-pygen_yf-from-cpython-3-13 (7d287dd) with baseline main (53c5793)

❌ Test Failures (1 suite)
❌ telemetryaddmetric - 29/30

✅ 1-count-metric-1-times

Time: ✅ 3.384µs (SLO: <20.000µs 📉 -83.1%) vs baseline: 📈 +15.9%

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

✅ 1-count-metrics-100-times

Time: ✅ 203.511µs (SLO: <220.000µs -7.5%) vs baseline: +0.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.285µs (SLO: <20.000µs 📉 -83.6%) vs baseline: -0.3%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 218.904µs (SLO: <230.000µs -4.8%) vs baseline: -0.2%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.170µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -1.3%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 137.555µs (SLO: <150.000µs -8.3%) vs baseline: -0.2%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.6%

✅ 1-rate-metric-1-times

Time: ✅ 3.070µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -0.7%

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

✅ 1-rate-metrics-100-times

Time: ✅ 216.081µs (SLO: <250.000µs 📉 -13.6%) vs baseline: -0.3%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ 100-count-metrics-100-times

Time: ✅ 20.482ms (SLO: <22.000ms -6.9%) vs baseline: +0.8%

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

❌ 100-distribution-metrics-100-times

Time: ❌ 2.312ms (SLO: <2.300ms +0.5%) vs baseline: +1.4%

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.440ms (SLO: <1.550ms -7.1%) vs baseline: +1.6%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.238ms (SLO: <2.550ms 📉 -12.3%) vs baseline: +1.4%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ flush-1-metric

Time: ✅ 4.602µs (SLO: <20.000µs 📉 -77.0%) vs baseline: -0.1%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 172.885µs (SLO: <250.000µs 📉 -30.8%) vs baseline: -0.5%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

✅ flush-1000-metrics

Time: ✅ 2.192ms (SLO: <2.500ms 📉 -12.3%) vs baseline: ~same

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

📈 Performance Regressions (1 suite)
📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.207µs (SLO: <10.000µs 📉 -47.9%) vs baseline: 📈 +26.1%

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

✅ ospathbasename_noaspect

Time: ✅ 1.094µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ ospathjoin_aspect

Time: ✅ 6.162µs (SLO: <10.000µs 📉 -38.4%) vs baseline: -0.4%

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

✅ ospathjoin_noaspect

Time: ✅ 2.286µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.3%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ ospathnormcase_aspect

Time: ✅ 3.429µs (SLO: <10.000µs 📉 -65.7%) vs baseline: ~same

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

✅ ospathnormcase_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.1%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ ospathsplit_aspect

Time: ✅ 4.740µs (SLO: <10.000µs 📉 -52.6%) vs baseline: +0.6%

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

✅ ospathsplit_noaspect

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.3%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.644µs (SLO: <10.000µs 📉 -63.6%) vs baseline: +0.7%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.5%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: ~same

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

✅ ospathsplitext_aspect

Time: ✅ 4.513µs (SLO: <10.000µs 📉 -54.9%) vs baseline: -0.3%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.381µs (SLO: <10.000µs 📉 -86.2%) vs baseline: ~same

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

🟡 Near SLO Breach (14 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.316µs (SLO: <20.000µs 📉 -33.4%) vs baseline: +0.6%

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

✅ context_with_data_no_listeners

Time: ✅ 3.247µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -1.6%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.5%

✅ get_item_exists

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.4%

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

✅ get_item_missing

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

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

✅ set_item

Time: ✅ 23.925µs (SLO: <30.000µs 📉 -20.3%) vs baseline: -1.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.253ms (SLO: <19.850ms 📉 -18.1%) vs baseline: ~same

Memory: ✅ 69.772MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.273ms (SLO: <19.400ms 📉 -16.1%) vs baseline: ~same

Memory: ✅ 69.717MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.328ms (SLO: <19.450ms 📉 -16.0%) vs baseline: -0.1%

Memory: ✅ 69.735MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 55.581MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 2.072ms (SLO: <2.250ms -7.9%) vs baseline: ~same

Memory: ✅ 55.502MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.4%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.300ms 📉 -10.4%) vs baseline: -0.1%

Memory: ✅ 55.365MB (SLO: <56.500MB -2.0%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.363ms (SLO: <4.750ms 📉 -29.2%) vs baseline: -0.6%

Memory: ✅ 55.465MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.849ms (SLO: <6.750ms 📉 -57.8%) vs baseline: -0.1%

Memory: ✅ 55.859MB (SLO: <66.500MB 📉 -16.0%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.397ms (SLO: <4.750ms 📉 -28.5%) vs baseline: +0.5%

Memory: ✅ 55.468MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.7%

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 47.910MB (SLO: <49.500MB -3.2%) vs baseline: +4.9%

✅ iast-get

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

Memory: ✅ 44.647MB (SLO: <49.000MB -8.9%) vs baseline: +4.6%

✅ profiler

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

Memory: ✅ 48.834MB (SLO: <50.000MB -2.3%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.343ms (SLO: <3.650ms -8.4%) vs baseline: -0.2%

Memory: ✅ 55.446MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ tracer

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: +0.2%

Memory: ✅ 55.479MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: +0.3%

Memory: ✅ 55.506MB (SLO: <60.000MB -7.5%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.848µs (SLO: <100.000µs 📉 -18.2%) vs baseline: +0.7%

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

✅ b3_headers

Time: ✅ 14.284µs (SLO: <20.000µs 📉 -28.6%) vs baseline: +1.0%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ b3_single_headers

Time: ✅ 13.420µs (SLO: <20.000µs 📉 -32.9%) vs baseline: +1.6%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.302µs (SLO: <80.000µs 📉 -19.6%) vs baseline: +0.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.506µs (SLO: <80.000µs 📉 -16.9%) vs baseline: ~same

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.5%

✅ empty_headers

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.2%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.855µs (SLO: <30.000µs 📉 -23.8%) vs baseline: +2.0%

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

✅ invalid_priority_header

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +1.0%

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

✅ invalid_span_id_header

Time: ✅ 6.509µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -1.0%

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

✅ invalid_tags_header

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.2%

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

✅ invalid_trace_id_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

✅ large_header_no_matches

Time: ✅ 27.658µs (SLO: <30.000µs -7.8%) vs baseline: -0.3%

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

✅ large_valid_headers_all

Time: ✅ 28.717µs (SLO: <40.000µs 📉 -28.2%) vs baseline: -0.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

✅ medium_header_no_matches

Time: ✅ 9.869µs (SLO: <20.000µs 📉 -50.7%) vs baseline: -0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ medium_valid_headers_all

Time: ✅ 11.318µs (SLO: <20.000µs 📉 -43.4%) vs baseline: +0.3%

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

✅ none_propagation_style

Time: ✅ 1.750µs (SLO: <10.000µs 📉 -82.5%) vs baseline: +1.8%

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

✅ tracecontext_headers

Time: ✅ 35.173µs (SLO: <40.000µs 📉 -12.1%) vs baseline: +0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.4%

✅ valid_headers_all

Time: ✅ 6.549µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

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

✅ valid_headers_basic

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

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

✅ wsgi_empty_headers

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.7%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.3%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.611µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.9%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.700µs (SLO: <10.000µs 📉 -33.0%) vs baseline: +2.5%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ wsgi_large_header_no_matches

Time: ✅ 28.886µs (SLO: <40.000µs 📉 -27.8%) vs baseline: +0.1%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 30.021µs (SLO: <40.000µs 📉 -24.9%) vs baseline: -0.1%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.167µs (SLO: <20.000µs 📉 -49.2%) vs baseline: -0.3%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.698µs (SLO: <20.000µs 📉 -41.5%) vs baseline: -0.7%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

✅ wsgi_valid_headers_basic

Time: ✅ 6.097µs (SLO: <10.000µs 📉 -39.0%) vs baseline: ~same

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.938µs (SLO: <30.000µs 📉 -26.9%) vs baseline: +3.7%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ with_all

Time: ✅ 27.974µs (SLO: <40.000µs 📉 -30.1%) vs baseline: ~same

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

✅ with_dd_origin

Time: ✅ 24.782µs (SLO: <30.000µs 📉 -17.4%) vs baseline: -0.8%

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

✅ with_priority_and_origin

Time: ✅ 24.280µs (SLO: <40.000µs 📉 -39.3%) vs baseline: -0.5%

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

✅ with_sampling_priority

Time: ✅ 21.030µs (SLO: <30.000µs 📉 -29.9%) vs baseline: -0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

✅ with_tags

Time: ✅ 25.898µs (SLO: <40.000µs 📉 -35.3%) vs baseline: -0.5%

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

✅ with_tags_invalid

Time: ✅ 27.323µs (SLO: <40.000µs 📉 -31.7%) vs baseline: -1.6%

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

✅ with_tags_max_size

Time: ✅ 26.277µs (SLO: <40.000µs 📉 -34.3%) vs baseline: -0.7%

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

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.083µs (SLO: <40.000µs 📉 -14.8%) vs baseline: +7.0%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.3%

✅ re_expand_noaspect

Time: ✅ 28.552µs (SLO: <40.000µs 📉 -28.6%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.4%

✅ re_findall_aspect

Time: ✅ 2.919µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.4%

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

✅ re_findall_noaspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.5%

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

✅ re_finditer_aspect

Time: ✅ 4.447µs (SLO: <10.000µs 📉 -55.5%) vs baseline: -0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.4%

✅ re_finditer_noaspect

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

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

✅ re_fullmatch_aspect

Time: ✅ 2.717µs (SLO: <10.000µs 📉 -72.8%) vs baseline: -0.6%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.2%

✅ re_fullmatch_noaspect

Time: ✅ 1.311µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.5%

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

✅ re_group_aspect

Time: ✅ 2.941µs (SLO: <10.000µs 📉 -70.6%) vs baseline: -1.5%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.1%

✅ re_group_noaspect

Time: ✅ 1.627µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.3%

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

✅ re_groups_aspect

Time: ✅ 3.076µs (SLO: <10.000µs 📉 -69.2%) vs baseline: -1.3%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.7%

✅ re_groups_noaspect

Time: ✅ 1.705µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.8%

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

✅ re_match_aspect

Time: ✅ 2.740µs (SLO: <10.000µs 📉 -72.6%) vs baseline: +0.6%

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

✅ re_match_noaspect

Time: ✅ 1.300µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.0%

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

✅ re_search_aspect

Time: ✅ 2.566µs (SLO: <10.000µs 📉 -74.3%) vs baseline: -0.6%

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

✅ re_search_noaspect

Time: ✅ 1.194µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -0.7%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ re_sub_aspect

Time: ✅ 3.571µs (SLO: <10.000µs 📉 -64.3%) vs baseline: +4.4%

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

✅ re_sub_noaspect

Time: ✅ 1.536µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.1%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.1%

✅ re_subn_aspect

Time: ✅ 3.700µs (SLO: <10.000µs 📉 -63.0%) vs baseline: ~same

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.4%

✅ re_subn_noaspect

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.6%

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

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.490µs (SLO: <10.000µs 📉 -85.1%) vs baseline: +2.1%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.4%

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.3%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

✅ split_aspect

Time: ✅ 1.393µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.3%

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

✅ split_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.3%

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

✅ splitlines_aspect

Time: ✅ 1.418µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.3%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.3%

✅ splitlines_noaspect

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.8%

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

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.759ms (SLO: <47.150ms 📉 -15.7%) vs baseline: +0.4%

Memory: ✅ 39.407MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 260.619ms (SLO: <344.800ms 📉 -24.4%) vs baseline: +1.0%

Memory: ✅ 43.722MB (SLO: <47.500MB -8.0%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 316.059ms (SLO: <321.000ms 🟡 -1.5%) vs baseline: +0.6%

Memory: ✅ 43.773MB (SLO: <47.500MB -7.8%) vs baseline: +5.0%

✅ get-context

Time: ✅ 79.577ms (SLO: <92.350ms 📉 -13.8%) vs baseline: -0.6%

Memory: ✅ 39.675MB (SLO: <46.500MB 📉 -14.7%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 37.206ms (SLO: <44.500ms 📉 -16.4%) vs baseline: +0.7%

Memory: ✅ 39.451MB (SLO: <47.500MB 📉 -16.9%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 58.173ms (SLO: <67.650ms 📉 -14.0%) vs baseline: -0.4%

Memory: ✅ 39.972MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.8%

✅ set-status

Time: ✅ 43.613ms (SLO: <50.400ms 📉 -13.5%) vs baseline: +0.4%

Memory: ✅ 39.346MB (SLO: <47.000MB 📉 -16.3%) vs baseline: +4.5%

✅ start

Time: ✅ 37.300ms (SLO: <43.450ms 📉 -14.2%) vs baseline: +2.7%

Memory: ✅ 39.517MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 81.833ms (SLO: <88.000ms -7.0%) vs baseline: ~same

Memory: ✅ 37.336MB (SLO: <46.500MB 📉 -19.7%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 83.486ms (SLO: <89.000ms -6.2%) vs baseline: -0.6%

Memory: ✅ 37.375MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +5.1%

✅ update-name

Time: ✅ 37.872ms (SLO: <45.150ms 📉 -16.1%) vs baseline: -0.4%

Memory: ✅ 39.567MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +4.6%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.341µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.3%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.404µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.5%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.373µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.2%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.2%

✅ low_rate_limit

Time: ✅ 2.361µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.3%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.0%

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.5%

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

✅ short_window

Time: ✅ 2.517µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +0.2%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.4%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.323ms (SLO: <320.950ms -3.6%) vs baseline: +0.2%

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 328.493ms (SLO: <359.150ms -8.5%) vs baseline: ~same

Memory: ✅ 39.715MB (SLO: <40.500MB 🟡 -1.9%) vs baseline: +4.5%

✅ medium

Time: ✅ 6.991ms (SLO: <7.400ms -5.5%) vs baseline: -0.1%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.6%

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +1.0%

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

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.632µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.3%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 40.940µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +2.2%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.759µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.2%

Memory: ✅ 35.350MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +3.8%

✅ no-collectipvariant

Time: ✅ 40.181µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +0.2%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +3.6%

✅ no-useragentvariant

Time: ✅ 38.933µs (SLO: <50.000µs 📉 -22.1%) vs baseline: +0.5%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.5%

✅ obfuscation-no-query

Time: ✅ 40.606µs (SLO: <50.000µs 📉 -18.8%) vs baseline: +0.3%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +3.6%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.125µs (SLO: <90.000µs 📉 -15.4%) vs baseline: +0.6%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.270µs (SLO: <90.000µs 📉 -15.3%) vs baseline: -0.2%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.2%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.219µs (SLO: <170.000µs -9.3%) vs baseline: ~same

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.622µs (SLO: <160.000µs -7.1%) vs baseline: +0.2%

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.021µs (SLO: <170.000µs -8.8%) vs baseline: +0.1%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.596µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.4%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.3%

✅ useragentvariant_exists_2

Time: ✅ 40.698µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.2%

Memory: ✅ 35.232MB (SLO: <36.000MB -2.1%) vs baseline: +3.5%

✅ useragentvariant_exists_3

Time: ✅ 40.101µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.3%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.5%

✅ useragentvariant_not_exists_1

Time: ✅ 39.742µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.4%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.4%

✅ useragentvariant_not_exists_2

Time: ✅ 39.635µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.2%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.3%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.264ms (SLO: <22.500ms 📉 -18.8%) vs baseline: +0.5%

Memory: ✅ 36.975MB (SLO: <53.000MB 📉 -30.2%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 88.348ms (SLO: <93.500ms -5.5%) vs baseline: -0.7%

Memory: ✅ 41.052MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 141.666ms (SLO: <155.000ms -8.6%) vs baseline: -0.2%

Memory: ✅ 41.012MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.5%

✅ get-context

Time: ✅ 16.989ms (SLO: <20.500ms 📉 -17.1%) vs baseline: -0.5%

Memory: ✅ 36.698MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 17.308ms (SLO: <20.500ms 📉 -15.6%) vs baseline: +0.2%

Memory: ✅ 36.740MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.566ms (SLO: <40.000ms -8.6%) vs baseline: +0.3%

Memory: ✅ 37.289MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.6%

✅ set-status

Time: ✅ 18.693ms (SLO: <22.000ms 📉 -15.0%) vs baseline: ~same

Memory: ✅ 36.775MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.8%

✅ start

Time: ✅ 17.503ms (SLO: <20.500ms 📉 -14.6%) vs baseline: +3.8%

Memory: ✅ 36.722MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 50.871ms (SLO: <52.500ms -3.1%) vs baseline: -0.3%

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

✅ start-finish-telemetry

Time: ✅ 52.331ms (SLO: <54.500ms -4.0%) vs baseline: -0.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.2%

✅ start-finish-traceid128

Time: ✅ 54.168ms (SLO: <57.000ms -5.0%) vs baseline: +0.2%

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

✅ start-traceid128

Time: ✅ 17.383ms (SLO: <22.500ms 📉 -22.7%) vs baseline: +1.2%

Memory: ✅ 36.699MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +5.0%

✅ update-name

Time: ✅ 17.397ms (SLO: <22.000ms 📉 -20.9%) vs baseline: +0.4%

Memory: ✅ 36.881MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.0%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.170ms (SLO: <32.950ms 📉 -11.5%) vs baseline: -0.4%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.884ms (SLO: <3.200ms -9.9%) vs baseline: -0.3%

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

✅ small

Time: ✅ 330.900µs (SLO: <370.000µs 📉 -10.6%) vs baseline: +1.4%

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

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

✅ import_many

Time: ✅ 154.795µs (SLO: <170.000µs -8.9%) vs baseline: -0.3%

Memory: ✅ 39.678MB (SLO: <41.000MB -3.2%) vs baseline: +5.3%

✅ import_many_cached

Time: ✅ 120.882µs (SLO: <130.000µs -7.0%) vs baseline: +0.2%

Memory: ✅ 39.589MB (SLO: <41.000MB -3.4%) vs baseline: +5.0%

✅ import_many_stdlib

Time: ✅ 0.754ms (SLO: <1.750ms 📉 -56.9%) vs baseline: +0.1%

Memory: ✅ 39.497MB (SLO: <41.000MB -3.7%) vs baseline: +4.8%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.4%) vs baseline: +0.3%

Memory: ✅ 39.580MB (SLO: <41.000MB -3.5%) vs baseline: +5.2%

✅ import_many_unknown

Time: ✅ 831.288µs (SLO: <890.000µs -6.6%) vs baseline: +0.4%

Memory: ✅ 39.739MB (SLO: <41.000MB -3.1%) vs baseline: +5.0%

✅ import_many_unknown_cached

Time: ✅ 794.109µs (SLO: <870.000µs -8.7%) vs baseline: ~same

Memory: ✅ 39.727MB (SLO: <41.000MB -3.1%) vs baseline: +4.9%

✅ import_one

Time: ✅ 19.739µs (SLO: <30.000µs 📉 -34.2%) vs baseline: -0.1%

Memory: ✅ 39.451MB (SLO: <41.000MB -3.8%) vs baseline: +5.1%

✅ import_one_cache

Time: ✅ 6.301µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.3%

Memory: ✅ 39.675MB (SLO: <41.000MB -3.2%) vs baseline: +4.8%

✅ import_one_stdlib

Time: ✅ 18.670µs (SLO: <20.000µs -6.7%) vs baseline: -0.2%

Memory: ✅ 39.720MB (SLO: <41.000MB -3.1%) vs baseline: +4.9%

✅ import_one_stdlib_cache

Time: ✅ 6.266µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 39.528MB (SLO: <41.000MB -3.6%) vs baseline: +4.8%

✅ import_one_unknown

Time: ✅ 45.287µs (SLO: <50.000µs -9.4%) vs baseline: +0.2%

Memory: ✅ 39.626MB (SLO: <41.000MB -3.4%) vs baseline: +5.1%

✅ import_one_unknown_cache

Time: ✅ 6.289µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.3%

Memory: ✅ 39.534MB (SLO: <41.000MB -3.6%) vs baseline: +4.9%

✅ All Tests Passing (7 suites)
✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.536ms (SLO: <22.300ms 📉 -12.4%) vs baseline: -0.4%

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

✅ exception-replay-enabled

Time: ✅ 1.362ms (SLO: <1.450ms -6.0%) vs baseline: +0.4%

Memory: ✅ 66.144MB (SLO: <67.500MB -2.0%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.561ms (SLO: <22.250ms 📉 -12.1%) vs baseline: -0.2%

Memory: ✅ 68.046MB (SLO: <70.000MB -2.8%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.421ms (SLO: <16.550ms -6.8%) vs baseline: ~same

Memory: ✅ 56.228MB (SLO: <57.500MB -2.2%) vs baseline: +4.6%

✅ resource-renaming

Time: ✅ 19.530ms (SLO: <21.750ms 📉 -10.2%) vs baseline: -0.5%

Memory: ✅ 68.026MB (SLO: <70.500MB -3.5%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 23.706ms (SLO: <28.200ms 📉 -15.9%) vs baseline: +1.4%

Memory: ✅ 69.241MB (SLO: <71.000MB -2.5%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.614ms (SLO: <21.750ms -9.8%) vs baseline: ~same

Memory: ✅ 68.006MB (SLO: <70.000MB -2.8%) vs baseline: +4.5%

✅ tracer-and-profiler

Time: ✅ 21.312ms (SLO: <23.500ms -9.3%) vs baseline: ~same

Memory: ✅ 69.226MB (SLO: <71.000MB -2.5%) vs baseline: +4.6%

✅ tracer-dont-create-db-spans

Time: ✅ 19.683ms (SLO: <21.500ms -8.5%) vs baseline: +0.3%

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

✅ tracer-minimal

Time: ✅ 16.785ms (SLO: <17.500ms -4.1%) vs baseline: +0.1%

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.713ms (SLO: <21.750ms -9.4%) vs baseline: +1.1%

Memory: ✅ 67.960MB (SLO: <72.500MB -6.3%) vs baseline: +4.7%

✅ tracer-no-caches

Time: ✅ 17.596ms (SLO: <19.650ms 📉 -10.5%) vs baseline: -0.3%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.137ms (SLO: <20.100ms -4.8%) vs baseline: ~same

Memory: ✅ 67.908MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 19.296ms (SLO: <21.500ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 19.336ms (SLO: <22.000ms 📉 -12.1%) vs baseline: +0.5%

Memory: ✅ 67.771MB (SLO: <70.500MB -3.9%) vs baseline: +4.6%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.064ms (SLO: <4.200ms 📉 -50.9%) vs baseline: +0.4%

Memory: ✅ 55.365MB (SLO: <66.000MB 📉 -16.1%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.072ms (SLO: <2.800ms 📉 -26.0%) vs baseline: +0.3%

Memory: ✅ 55.384MB (SLO: <62.500MB 📉 -11.4%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.054ms (SLO: <2.250ms -8.7%) vs baseline: -0.4%

Memory: ✅ 55.345MB (SLO: <56.500MB -2.0%) vs baseline: +4.7%

✅ iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 40.146MB (SLO: <41.500MB -3.3%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.2%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +3.9%

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.1%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ add_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.2%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +5.1%

✅ bytearray_aspect

Time: ✅ 1.364µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +1.2%

Memory: ✅ 40.146MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ bytearray_extend_aspect

Time: ✅ 1.486µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -1.9%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.618µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +0.2%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: ~same

Memory: ✅ 40.343MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ bytes_aspect

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.7%

Memory: ✅ 40.244MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.9%

Memory: ✅ 40.205MB (SLO: <41.500MB -3.1%) vs baseline: +5.1%

✅ bytesio_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +2.0%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +4.1%

✅ bytesio_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: ~same

Memory: ✅ 40.225MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.2%

Memory: ✅ 40.225MB (SLO: <41.500MB -3.1%) vs baseline: +3.9%

✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.2%

Memory: ✅ 40.106MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ casefold_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -1.2%

Memory: ✅ 40.363MB (SLO: <41.500MB -2.7%) vs baseline: +5.4%

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 40.323MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ decode_aspect

Time: ✅ 0.729µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.5%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.1%

Memory: ✅ 40.165MB (SLO: <41.500MB -3.2%) vs baseline: +4.7%

✅ encode_aspect

Time: ✅ 0.709µs (SLO: <10.000µs 📉 -92.9%) vs baseline: ~same

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.3%

✅ encode_noaspect

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

Memory: ✅ 40.048MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ format_aspect

Time: ✅ 3.446µs (SLO: <10.000µs 📉 -65.5%) vs baseline: -0.2%

Memory: ✅ 40.244MB (SLO: <41.500MB -3.0%) vs baseline: +5.1%

✅ format_map_aspect

Time: ✅ 3.530µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -1.8%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.2%

✅ format_map_noaspect

Time: ✅ 0.775µs (SLO: <10.000µs 📉 -92.3%) vs baseline: +0.2%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.3%

✅ format_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.3%

Memory: ✅ 40.244MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.1%

Memory: ✅ 40.185MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.4%

Memory: ✅ 40.245MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ join_aspect

Time: ✅ 1.335µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.5%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ join_noaspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: ~same

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.629µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +2.4%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ ljust_noaspect

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

Memory: ✅ 40.244MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ lower_aspect

Time: ✅ 2.302µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +2.3%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ lower_noaspect

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

Memory: ✅ 40.264MB (SLO: <41.500MB -3.0%) vs baseline: +5.3%

✅ lstrip_aspect

Time: ✅ 2.273µs (SLO: <20.000µs 📉 -88.6%) vs baseline: +0.9%

Memory: ✅ 40.284MB (SLO: <41.500MB -2.9%) vs baseline: +5.4%

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.6%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +4.1%

✅ modulo_aspect

Time: ✅ 1.050µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +4.3%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.8%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.553µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.5%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.4%

✅ modulo_aspect_for_bytes

Time: ✅ 0.976µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.5%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.3%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.238µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +1.6%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ modulo_noaspect

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

Memory: ✅ 40.264MB (SLO: <41.500MB -3.0%) vs baseline: +5.2%

✅ replace_aspect

Time: ✅ 4.871µs (SLO: <10.000µs 📉 -51.3%) vs baseline: -1.7%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.9%

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.2%

Memory: ✅ 40.107MB (SLO: <41.500MB -3.4%) vs baseline: +4.5%

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.1%

Memory: ✅ 40.264MB (SLO: <41.500MB -3.0%) vs baseline: +4.5%

✅ repr_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.1%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

✅ rstrip_aspect

Time: ✅ 1.950µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.4%

Memory: ✅ 40.244MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ rstrip_noaspect

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

Memory: ✅ 40.186MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ slice_aspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.0%

Memory: ✅ 40.126MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ slice_noaspect

Time: ✅ 0.448µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.7%

✅ stringio_aspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.3%

Memory: ✅ 40.107MB (SLO: <41.500MB -3.4%) vs baseline: +4.6%

✅ stringio_noaspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.4%

Memory: ✅ 40.126MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ strip_aspect

Time: ✅ 2.258µs (SLO: <20.000µs 📉 -88.7%) vs baseline: -0.2%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ strip_noaspect

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: -0.9%

Memory: ✅ 40.304MB (SLO: <41.500MB -2.9%) vs baseline: +4.3%

✅ swapcase_aspect

Time: ✅ 2.505µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +2.1%

Memory: ✅ 40.501MB (SLO: <41.500MB -2.4%) vs baseline: +5.3%

✅ swapcase_noaspect

Time: ✅ 0.540µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.3%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.9%

✅ title_aspect

Time: ✅ 2.443µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +2.5%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.504µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

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

✅ translate_aspect

Time: ✅ 3.311µs (SLO: <10.000µs 📉 -66.9%) vs baseline: -0.6%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.2%

✅ translate_noaspect

Time: ✅ 1.038µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.7%

Memory: ✅ 40.402MB (SLO: <41.500MB -2.6%) vs baseline: +5.5%

✅ upper_aspect

Time: ✅ 2.309µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +2.7%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.6%

Memory: ✅ 40.224MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.992µs (SLO: <60.000µs 📉 -18.3%) vs baseline: +0.1%

Memory: ✅ 40.128MB (SLO: <42.000MB -4.5%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 175.867µs (SLO: <190.000µs -7.4%) vs baseline: +0.5%

Memory: ✅ 40.187MB (SLO: <42.000MB -4.3%) vs baseline: +5.3%

✅ propagation_enabled_100

Time: ✅ 1.938ms (SLO: <2.300ms 📉 -15.7%) vs baseline: +0.6%

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

✅ propagation_enabled_1000

Time: ✅ 32.680ms (SLO: <34.550ms -5.4%) vs baseline: -0.3%

Memory: ✅ 40.010MB (SLO: <42.000MB -4.7%) vs baseline: +4.8%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.473ms (SLO: <42.000ms -3.6%) vs baseline: -0.2%

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

✅ add-link

Time: ✅ 36.529ms (SLO: <38.550ms -5.2%) vs baseline: +0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 220.904ms (SLO: <232.000ms -4.8%) vs baseline: -0.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 212.237ms (SLO: <221.600ms -4.2%) vs baseline: +0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 29.262ms (SLO: <31.300ms -6.5%) vs baseline: +0.3%

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

✅ is-recording

Time: ✅ 29.102ms (SLO: <31.000ms -6.1%) vs baseline: -0.9%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 63.313ms (SLO: <65.850ms -3.9%) vs baseline: -0.2%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ set-status

Time: ✅ 32.109ms (SLO: <34.150ms -6.0%) vs baseline: +0.5%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +4.6%

✅ start

Time: ✅ 29.476ms (SLO: <30.150ms -2.2%) vs baseline: +1.9%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 34.094ms (SLO: <35.350ms -3.6%) vs baseline: -0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ start-finish-telemetry

Time: ✅ 33.838ms (SLO: <35.450ms -4.5%) vs baseline: ~same

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ update-name

Time: ✅ 31.350ms (SLO: <33.400ms -6.1%) vs baseline: +0.5%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.647ms (SLO: <354.300ms -3.3%) vs baseline: -0.6%

Memory: ✅ 40.275MB (SLO: <41.500MB -3.0%) vs baseline: +5.2%

✅ cache_on

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.5%

Memory: ✅ 39.101MB (SLO: <41.000MB -4.6%) vs baseline: +5.9%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.591µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.3%

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

✅ high_match

Time: ✅ 172.485µs (SLO: <480.000µs 📉 -64.1%) vs baseline: -0.6%

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

✅ low_match

Time: ✅ 98.406µs (SLO: <120.000µs 📉 -18.0%) vs baseline: -0.4%

Memory: ✅ 603.526MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.662ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.7%

Memory: ✅ 71.058MB (SLO: <75.000MB -5.3%) vs baseline: +5.0%

ℹ️ Scenarios Missing SLO Configuration (10 scenarios)

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

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

@KowalskiThomas KowalskiThomas force-pushed the kowalski/fix-profiling-use-official-pygen_yf-from-cpython-3-13 branch 2 times, most recently from 15f40f6 to d192298 Compare November 28, 2025 11:07
@KowalskiThomas KowalskiThomas requested a review from a team as a code owner November 28, 2025 11:07
@KowalskiThomas KowalskiThomas force-pushed the kowalski/fix-profiling-use-official-pygen_yf-from-cpython-3-13 branch from d192298 to 53d9d1b Compare November 28, 2025 14:00
@KowalskiThomas KowalskiThomas force-pushed the kowalski/fix-profiling-use-official-pygen_yf-from-cpython-3-13 branch from 53d9d1b to 7d287dd Compare December 1, 2025 09:19
@KowalskiThomas KowalskiThomas merged commit 26006f4 into main Dec 1, 2025
431 checks passed
@KowalskiThomas KowalskiThomas deleted the kowalski/fix-profiling-use-official-pygen_yf-from-cpython-3-13 branch December 1, 2025 17:27
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@vlad-scherbich vlad-scherbich vlad-scherbich approved these changes

@gnufede gnufede gnufede approved these changes

@r1viollet r1viollet Awaiting requested review from r1viollet r1viollet is a code owner automatically assigned from DataDog/profiling-python

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@KowalskiThomas @gnufede @vlad-scherbich