[Do not merge] crashtracker runtime stack experiment #14618

gyuheon0h · 2025-09-17T19:05:09Z

This is a POC for Python runtime stack collection

Checklist

PR author has checked that all the criteria below are met
The PR description includes an overview of the change
The PR description articulates the motivation for the change
The change includes tests OR the PR description describes a testing strategy
The PR description notes risks associated with the change, if any
Newly-added code is easy to change
The change follows the library release note guidelines
The change includes or references documentation updates if necessary
Backport labels are set (if applicable)

Reviewer Checklist

Reviewer has checked that all the criteria below are met
Title is accurate
All changes are related to the pull request's stated goal
Avoids breaking API changes
Testing strategy adequately addresses listed risks
Newly-added code is easy to change
Release note makes sense to a user of the library
If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
Backport labels are set in a manner that is consistent with the release branch maintenance policy

github-actions · 2025-09-17T19:05:47Z

CODEOWNERS have been resolved as:

experimental_debug.json                                                 @DataDog/apm-core-python
ddtrace/internal/core/crashtracking.py                                  @DataDog/apm-core-python
src/native/Cargo.lock                                                   @DataDog/apm-core-python
src/native/Cargo.toml                                                   @DataDog/apm-core-python
src/native/crashtracker.rs                                              @DataDog/apm-core-python
src/native/lib.rs                                                       @DataDog/apm-core-python
tests/internal/crashtracker/test_crashtracker.py                        @DataDog/apm-core-python

github-actions · 2025-09-17T23:50:37Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 271 ± 4 ms.

The average import time from base is: 271 ± 3 ms.

The import time difference between this PR and base is: -0.4 ± 0.2 ms.

The difference is not statistically significant (z = -2.36).

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.879 ms (0.69%)

ddtrace.bootstrap.sitecustomize 1.210 ms (0.45%)

ddtrace.bootstrap.preload 1.210 ms (0.45%)

ddtrace.internal.remoteconfig.client 0.615 ms (0.23%)

ddtrace 0.669 ms (0.25%)

ddtrace.internal._unpatched 0.028 ms (0.01%)

json 0.028 ms (0.01%)

json.decoder 0.028 ms (0.01%)

re 0.028 ms (0.01%)

enum 0.028 ms (0.01%)

types 0.028 ms (0.01%)

pr-commenter · 2025-09-18T00:31:44Z

Performance SLOs

Comparing candidate gyuheon0h/runtime-stack-exp (4f4c920) with baseline main (33c9c44)

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ add_inplace_aspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.6%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.1%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ add_noaspect

Time: ✅ 0.274µs (SLO: <10.000µs 📉 -97.3%) vs baseline: -1.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ bytearray_aspect

Time: ✅ 1.374µs (SLO: <10.000µs 📉 -86.3%) vs baseline: +3.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ bytearray_extend_aspect

Time: ✅ 1.496µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +2.1%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.613µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.3%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.7%

✅ bytearray_noaspect

Time: ✅ 0.484µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ bytes_aspect

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.2%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.8%

✅ bytes_noaspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ bytesio_aspect

Time: ✅ 1.341µs (SLO: <10.000µs 📉 -86.6%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ bytesio_noaspect

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

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ capitalize_aspect

Time: ✅ 0.731µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +6.0%

✅ capitalize_noaspect

Time: ✅ 0.435µs (SLO: <10.000µs 📉 -95.6%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ casefold_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.8%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ casefold_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.8%

✅ decode_noaspect

Time: ✅ 0.414µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ encode_aspect

Time: ✅ 0.714µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +1.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.8%

✅ encode_noaspect

Time: ✅ 0.397µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ format_aspect

Time: ✅ 3.429µs (SLO: <10.000µs 📉 -65.7%) vs baseline: +0.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ format_map_aspect

Time: ✅ 3.603µs (SLO: <10.000µs 📉 -64.0%) vs baseline: +2.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +6.1%

✅ format_map_noaspect

Time: ✅ 0.778µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +1.0%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.6%

✅ format_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +6.0%

✅ index_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.6%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.6%

✅ join_aspect

Time: ✅ 1.336µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.9%

✅ join_noaspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.4%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ ljust_aspect

Time: ✅ 2.621µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +0.9%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ ljust_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ lower_aspect

Time: ✅ 2.302µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +1.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ lstrip_aspect

Time: ✅ 2.531µs (SLO: <20.000µs 📉 -87.3%) vs baseline: 📈 +14.1%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ lstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ modulo_aspect

Time: ✅ 0.990µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -1.0%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.670µs (SLO: <10.000µs 📉 -83.3%) vs baseline: +8.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ modulo_aspect_for_bytes

Time: ✅ 0.969µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -0.9%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.254µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +4.9%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ modulo_noaspect

Time: ✅ 0.622µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.9%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ replace_aspect

Time: ✅ 5.481µs (SLO: <10.000µs 📉 -45.2%) vs baseline: 📈 +11.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ replace_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.1%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ repr_aspect

Time: ✅ 0.909µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.9%

✅ repr_noaspect

Time: ✅ 0.414µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ rstrip_aspect

Time: ✅ 2.073µs (SLO: <20.000µs 📉 -89.6%) vs baseline: +7.4%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ rstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ slice_aspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ stringio_aspect

Time: ✅ 1.739µs (SLO: <10.000µs 📉 -82.6%) vs baseline: 📈 +12.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ stringio_noaspect

Time: ✅ 0.723µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.8%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ strip_aspect

Time: ✅ 2.249µs (SLO: <20.000µs 📉 -88.8%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ strip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ swapcase_aspect

Time: ✅ 2.654µs (SLO: <10.000µs 📉 -73.5%) vs baseline: +4.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +6.0%

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -1.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ title_aspect

Time: ✅ 2.377µs (SLO: <10.000µs 📉 -76.2%) vs baseline: -1.9%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ title_noaspect

Time: ✅ 0.506µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.4%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ translate_aspect

Time: ✅ 3.248µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -4.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +6.0%

✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.9%

✅ upper_aspect

Time: ✅ 2.259µs (SLO: <10.000µs 📉 -77.4%) vs baseline: -4.1%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.8%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.240µs (SLO: <20.000µs 📉 -83.8%) vs baseline: +1.0%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +5.7%

✅ 1-count-metrics-100-times

Time: ✅ 215.862µs (SLO: <250.000µs 📉 -13.7%) vs baseline: -1.4%

Memory: ✅ 31.634MB (SLO: <34.000MB -7.0%) vs baseline: +5.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.436µs (SLO: <20.000µs 📉 -82.8%) vs baseline: 📈 +14.0%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +5.7%

✅ 1-distribution-metrics-100-times

Time: ✅ 202.487µs (SLO: <220.000µs -8.0%) vs baseline: +2.8%

Memory: ✅ 31.536MB (SLO: <34.000MB -7.2%) vs baseline: +5.6%

✅ 1-gauge-metric-1-times

Time: ✅ 2.243µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +7.1%

Memory: ✅ 31.634MB (SLO: <34.000MB -7.0%) vs baseline: +6.1%

✅ 1-gauge-metrics-100-times

Time: ✅ 125.729µs (SLO: <150.000µs 📉 -16.2%) vs baseline: -0.3%

Memory: ✅ 31.634MB (SLO: <34.000MB -7.0%) vs baseline: +5.9%

✅ 1-rate-metric-1-times

Time: ✅ 3.171µs (SLO: <20.000µs 📉 -84.1%) vs baseline: -0.3%

Memory: ✅ 31.536MB (SLO: <34.000MB -7.2%) vs baseline: +5.7%

✅ 1-rate-metrics-100-times

Time: ✅ 216.915µs (SLO: <250.000µs 📉 -13.2%) vs baseline: +0.6%

Memory: ✅ 31.516MB (SLO: <34.000MB -7.3%) vs baseline: +5.6%

✅ 100-count-metrics-100-times

Time: ✅ 21.867ms (SLO: <23.500ms -7.0%) vs baseline: -1.0%

Memory: ✅ 31.615MB (SLO: <34.000MB -7.0%) vs baseline: +6.0%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.076ms (SLO: <2.250ms -7.7%) vs baseline: +3.1%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +6.3%

✅ 100-gauge-metrics-100-times

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

Memory: ✅ 31.516MB (SLO: <34.000MB -7.3%) vs baseline: +5.3%

✅ 100-rate-metrics-100-times

Time: ✅ 2.204ms (SLO: <2.550ms 📉 -13.6%) vs baseline: -2.1%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +5.9%

✅ flush-1-metric

Time: ✅ 4.474µs (SLO: <20.000µs 📉 -77.6%) vs baseline: +4.4%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +6.4%

✅ flush-100-metrics

Time: ✅ 185.305µs (SLO: <250.000µs 📉 -25.9%) vs baseline: +0.1%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +5.9%

✅ flush-1000-metrics

Time: ✅ 2.246ms (SLO: <2.500ms 📉 -10.1%) vs baseline: +0.6%

Memory: ✅ 32.755MB (SLO: <34.500MB -5.1%) vs baseline: +5.6%

🟡 Near SLO Breach (6 suites)

🟡 djangosimple - 26/26

✅ appsec

Time: ✅ 20.524ms (SLO: <22.300ms -8.0%) vs baseline: -0.3%

Memory: ✅ 64.527MB (SLO: <66.000MB -2.2%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.349ms (SLO: <1.450ms -6.9%) vs baseline: +0.4%

Memory: ✅ 63.776MB (SLO: <66.000MB -3.4%) vs baseline: +5.3%

✅ iast

Time: ✅ 20.539ms (SLO: <22.250ms -7.7%) vs baseline: +0.3%

Memory: ✅ 64.546MB (SLO: <66.000MB -2.2%) vs baseline: +5.0%

✅ profiler

Time: ✅ 15.212ms (SLO: <16.550ms -8.1%) vs baseline: -0.2%

Memory: ✅ 53.064MB (SLO: <53.500MB 🟡 -0.8%) vs baseline: +5.2%

✅ span-code-origin

Time: ✅ 26.120ms (SLO: <28.200ms -7.4%) vs baseline: ~same

Memory: ✅ 66.746MB (SLO: <68.500MB -2.6%) vs baseline: +5.0%

✅ tracer

Time: ✅ 20.492ms (SLO: <21.750ms -5.8%) vs baseline: +0.2%

Memory: ✅ 64.507MB (SLO: <66.000MB -2.3%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.082ms (SLO: <23.500ms -6.0%) vs baseline: ~same

Memory: ✅ 65.946MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +5.4%

✅ tracer-dont-create-db-spans

Time: ✅ 19.278ms (SLO: <21.500ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 64.527MB (SLO: <66.000MB -2.2%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 20.511ms (SLO: <21.750ms -5.7%) vs baseline: +0.4%

Memory: ✅ 65.706MB (SLO: <66.000MB 🟡 -0.4%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.442ms (SLO: <19.650ms -6.1%) vs baseline: -0.6%

Memory: ✅ 64.546MB (SLO: <66.000MB -2.2%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 18.797ms (SLO: <20.100ms -6.5%) vs baseline: ~same

Memory: ✅ 64.566MB (SLO: <66.000MB -2.2%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 20.205ms (SLO: <21.500ms -6.0%) vs baseline: ~same

Memory: ✅ 64.566MB (SLO: <66.000MB -2.2%) vs baseline: +5.1%

✅ tracer-no-templates

Time: ✅ 20.355ms (SLO: <22.000ms -7.5%) vs baseline: +0.2%

Memory: ✅ 64.546MB (SLO: <66.000MB -2.2%) vs baseline: +5.1%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.038ms (SLO: <19.850ms -9.1%) vs baseline: ~same

Memory: ✅ 64.546MB (SLO: <65.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 18.075ms (SLO: <19.400ms -6.8%) vs baseline: +0.7%

Memory: ✅ 64.487MB (SLO: <65.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 18.063ms (SLO: <19.450ms -7.1%) vs baseline: ~same

Memory: ✅ 64.507MB (SLO: <65.500MB 🟡 -1.5%) vs baseline: +5.0%

🟡 flasksimple - 17/17

✅ appsec-get

Time: ✅ 4.591ms (SLO: <4.750ms -3.3%) vs baseline: +0.4%

Memory: ✅ 62.423MB (SLO: <64.500MB -3.2%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.569ms (SLO: <6.750ms -2.7%) vs baseline: -0.3%

Memory: ✅ 62.482MB (SLO: <64.500MB -3.1%) vs baseline: +5.1%

✅ appsec-telemetry

Time: ✅ 4.586ms (SLO: <4.750ms -3.5%) vs baseline: -0.5%

Memory: ✅ 62.443MB (SLO: <64.500MB -3.2%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.857ms (SLO: <2.000ms -7.1%) vs baseline: -0.2%

Memory: ✅ 44.866MB (SLO: <45.000MB 🟡 -0.3%) vs baseline: +5.3%

✅ iast-get

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: +0.1%

Memory: ✅ 41.799MB (SLO: <49.000MB 📉 -14.7%) vs baseline: +5.4%

✅ profiler

Time: ✅ 1.919ms (SLO: <2.100ms -8.6%) vs baseline: ~same

Memory: ✅ 44.433MB (SLO: <46.500MB -4.4%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.380ms (SLO: <3.650ms -7.4%) vs baseline: -0.4%

Memory: ✅ 51.492MB (SLO: <53.500MB -3.8%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.376ms (SLO: <3.650ms -7.5%) vs baseline: -0.4%

Memory: ✅ 52.809MB (SLO: <53.500MB 🟡 -1.3%) vs baseline: +5.2%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.939ms (SLO: <4.200ms -6.2%) vs baseline: -0.8%

Memory: ✅ 62.711MB (SLO: <66.000MB -5.0%) vs baseline: +5.0%

✅ iast-enabled

Time: ✅ 2.449ms (SLO: <2.800ms 📉 -12.5%) vs baseline: -1.0%

Memory: ✅ 58.346MB (SLO: <59.000MB 🟡 -1.1%) vs baseline: +5.3%

✅ tracer-enabled

Time: ✅ 2.080ms (SLO: <2.250ms -7.6%) vs baseline: -0.4%

Memory: ✅ 51.249MB (SLO: <53.500MB -4.2%) vs baseline: +5.0%

🟡 iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.758µs (SLO: <60.000µs 📉 -18.7%) vs baseline: ~same

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +5.7%

✅ propagation_enabled

Time: ✅ 165.760µs (SLO: <190.000µs 📉 -12.8%) vs baseline: ~same

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +5.6%

✅ propagation_enabled_100

Time: ✅ 1.869ms (SLO: <1.900ms 🟡 -1.6%) vs baseline: +1.7%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.8%

✅ propagation_enabled_1000

Time: ✅ 32.660ms (SLO: <35.550ms -8.1%) vs baseline: +2.9%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 44.993ms (SLO: <47.150ms -4.6%) vs baseline: -0.5%

Memory: ✅ 44.783MB (SLO: <46.500MB -3.7%) vs baseline: +5.6%

✅ add-metrics

Time: ✅ 320.996ms (SLO: <344.800ms -6.9%) vs baseline: -0.4%

Memory: ✅ 554.029MB (SLO: <562.000MB 🟡 -1.4%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 292.922ms (SLO: <314.000ms -6.7%) vs baseline: +0.2%

Memory: ✅ 554.963MB (SLO: <563.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ get-context

Time: ✅ 82.641ms (SLO: <92.350ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 39.915MB (SLO: <46.500MB 📉 -14.2%) vs baseline: +5.5%

✅ is-recording

Time: ✅ 42.849ms (SLO: <44.500ms -3.7%) vs baseline: ~same

Memory: ✅ 44.254MB (SLO: <46.500MB -4.8%) vs baseline: +5.8%

✅ record-exception

Time: ✅ 61.870ms (SLO: <67.650ms -8.5%) vs baseline: +0.6%

Memory: ✅ 40.240MB (SLO: <46.500MB 📉 -13.5%) vs baseline: +5.8%

✅ set-status

Time: ✅ 48.844ms (SLO: <50.400ms -3.1%) vs baseline: ~same

Memory: ✅ 44.182MB (SLO: <46.500MB -5.0%) vs baseline: +5.8%

✅ start

Time: ✅ 42.698ms (SLO: <43.450ms 🟡 -1.7%) vs baseline: +0.7%

Memory: ✅ 44.188MB (SLO: <46.500MB -5.0%) vs baseline: +5.6%

✅ start-finish

Time: ✅ 84.576ms (SLO: <88.000ms -3.9%) vs baseline: +1.2%

Memory: ✅ 34.053MB (SLO: <46.500MB 📉 -26.8%) vs baseline: +5.5%

✅ start-finish-telemetry

Time: ✅ 84.339ms (SLO: <89.000ms -5.2%) vs baseline: -0.3%

Memory: ✅ 34.053MB (SLO: <46.500MB 📉 -26.8%) vs baseline: +5.8%

✅ update-name

Time: ✅ 44.106ms (SLO: <45.150ms -2.3%) vs baseline: -0.4%

Memory: ✅ 44.561MB (SLO: <46.500MB -4.2%) vs baseline: +5.5%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 12/12 (2 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.394µs (SLO: <20.000µs 📉 -33.0%) vs baseline: ~same

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +6.0%

✅ context_with_data_no_listeners

Time: ✅ 3.392µs (SLO: <10.000µs 📉 -66.1%) vs baseline: -0.4%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.6%

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.425µs (SLO: <20.000µs 📉 -32.9%) vs baseline: ~same

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.5%

✅ get_item_exists

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.8%

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.4%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.7%

✅ set_item

Time: ✅ 24.341µs (SLO: <30.000µs 📉 -18.9%) vs baseline: -0.7%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.4%

✅ All Tests Passing (15 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.092ms (SLO: <2.300ms -9.0%) vs baseline: -0.2%

Memory: ✅ 51.293MB (SLO: <53.500MB -4.1%) vs baseline: +5.2%

✅ errortracking-enabled-user

Time: ✅ 2.093ms (SLO: <2.250ms -7.0%) vs baseline: +0.1%

Memory: ✅ 51.172MB (SLO: <53.500MB -4.4%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.104ms (SLO: <2.300ms -8.5%) vs baseline: +0.2%

Memory: ✅ 51.300MB (SLO: <53.500MB -4.1%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.663µs (SLO: <100.000µs 📉 -18.3%) vs baseline: +0.8%

Memory: ✅ 31.733MB (SLO: <33.500MB -5.3%) vs baseline: +5.6%

✅ b3_headers

Time: ✅ 14.268µs (SLO: <20.000µs 📉 -28.7%) vs baseline: ~same

Memory: ✅ 31.713MB (SLO: <33.500MB -5.3%) vs baseline: +5.7%

✅ b3_single_headers

Time: ✅ 13.498µs (SLO: <20.000µs 📉 -32.5%) vs baseline: +1.7%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.4%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 65.713µs (SLO: <80.000µs 📉 -17.9%) vs baseline: +3.8%

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.8%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.260µs (SLO: <80.000µs 📉 -17.2%) vs baseline: +0.8%

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.7%

✅ empty_headers

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

Memory: ✅ 31.713MB (SLO: <33.500MB -5.3%) vs baseline: +5.8%

✅ full_t_id_datadog_headers

Time: ✅ 22.928µs (SLO: <30.000µs 📉 -23.6%) vs baseline: +0.9%

Memory: ✅ 31.733MB (SLO: <33.500MB -5.3%) vs baseline: +6.1%

✅ invalid_priority_header

Time: ✅ 6.481µs (SLO: <10.000µs 📉 -35.2%) vs baseline: -0.5%

Memory: ✅ 31.733MB (SLO: <33.500MB -5.3%) vs baseline: +5.9%

✅ invalid_span_id_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.1%

Memory: ✅ 31.752MB (SLO: <33.500MB -5.2%) vs baseline: +5.9%

✅ invalid_tags_header

Time: ✅ 6.491µs (SLO: <10.000µs 📉 -35.1%) vs baseline: +0.2%

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ invalid_trace_id_header

Time: ✅ 6.502µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.4%

Memory: ✅ 31.752MB (SLO: <33.500MB -5.2%) vs baseline: +6.1%

✅ large_header_no_matches

Time: ✅ 27.598µs (SLO: <30.000µs -8.0%) vs baseline: ~same

Memory: ✅ 31.713MB (SLO: <33.500MB -5.3%) vs baseline: +5.9%

✅ large_valid_headers_all

Time: ✅ 28.603µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.2%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ medium_header_no_matches

Time: ✅ 9.827µs (SLO: <20.000µs 📉 -50.9%) vs baseline: -0.3%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.6%

✅ medium_valid_headers_all

Time: ✅ 11.231µs (SLO: <20.000µs 📉 -43.8%) vs baseline: ~same

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ none_propagation_style

Time: ✅ 1.678µs (SLO: <10.000µs 📉 -83.2%) vs baseline: -2.2%

Memory: ✅ 31.752MB (SLO: <33.500MB -5.2%) vs baseline: +6.0%

✅ tracecontext_headers

Time: ✅ 35.981µs (SLO: <40.000µs 📉 -10.0%) vs baseline: +5.1%

Memory: ✅ 31.713MB (SLO: <33.500MB -5.3%) vs baseline: +5.8%

✅ valid_headers_all

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.3%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ valid_headers_basic

Time: ✅ 6.049µs (SLO: <10.000µs 📉 -39.5%) vs baseline: -0.9%

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ wsgi_empty_headers

Time: ✅ 1.589µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.9%

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.8%

✅ wsgi_invalid_priority_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -1.0%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.4%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.6%

✅ wsgi_invalid_tags_header

Time: ✅ 6.633µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +0.9%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.5%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: ~same

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.6%

✅ wsgi_large_header_no_matches

Time: ✅ 28.814µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.7%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.5%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.846µs (SLO: <40.000µs 📉 -25.4%) vs baseline: ~same

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.8%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.062µs (SLO: <20.000µs 📉 -49.7%) vs baseline: ~same

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.7%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.490µs (SLO: <20.000µs 📉 -42.6%) vs baseline: -0.4%

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.8%

✅ wsgi_valid_headers_all

Time: ✅ 6.575µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.8%

✅ wsgi_valid_headers_basic

Time: ✅ 6.109µs (SLO: <10.000µs 📉 -38.9%) vs baseline: -0.8%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.5%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.982µs (SLO: <30.000µs 📉 -26.7%) vs baseline: +1.1%

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ with_all

Time: ✅ 29.445µs (SLO: <40.000µs 📉 -26.4%) vs baseline: +1.3%

Memory: ✅ 31.634MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ with_dd_origin

Time: ✅ 25.742µs (SLO: <30.000µs 📉 -14.2%) vs baseline: +0.7%

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.8%

✅ with_priority_and_origin

Time: ✅ 25.076µs (SLO: <40.000µs 📉 -37.3%) vs baseline: +0.2%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.3%

✅ with_sampling_priority

Time: ✅ 21.872µs (SLO: <30.000µs 📉 -27.1%) vs baseline: ~same

Memory: ✅ 31.733MB (SLO: <33.500MB -5.3%) vs baseline: +6.0%

✅ with_tags

Time: ✅ 27.552µs (SLO: <40.000µs 📉 -31.1%) vs baseline: +0.7%

Memory: ✅ 31.693MB (SLO: <33.500MB -5.4%) vs baseline: +5.7%

✅ with_tags_invalid

Time: ✅ 29.167µs (SLO: <40.000µs 📉 -27.1%) vs baseline: +1.6%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.8%

✅ with_tags_max_size

Time: ✅ 28.289µs (SLO: <40.000µs 📉 -29.3%) vs baseline: +1.3%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.8%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.300µs (SLO: <40.000µs 📉 -19.3%) vs baseline: +0.2%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.6%

✅ re_expand_noaspect

Time: ✅ 28.586µs (SLO: <40.000µs 📉 -28.5%) vs baseline: +0.8%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ re_findall_aspect

Time: ✅ 2.946µs (SLO: <10.000µs 📉 -70.5%) vs baseline: +0.8%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.8%

✅ re_findall_noaspect

Time: ✅ 1.420µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.1%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.8%

✅ re_finditer_aspect

Time: ✅ 4.449µs (SLO: <10.000µs 📉 -55.5%) vs baseline: -0.7%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_finditer_noaspect

Time: ✅ 1.393µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_fullmatch_aspect

Time: ✅ 2.761µs (SLO: <10.000µs 📉 -72.4%) vs baseline: +3.6%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +6.0%

✅ re_fullmatch_noaspect

Time: ✅ 1.285µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ re_group_aspect

Time: ✅ 3.029µs (SLO: <10.000µs 📉 -69.7%) vs baseline: +2.7%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_group_noaspect

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -1.1%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_groups_aspect

Time: ✅ 3.095µs (SLO: <10.000µs 📉 -69.0%) vs baseline: +1.1%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ re_groups_noaspect

Time: ✅ 1.722µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +1.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_match_aspect

Time: ✅ 2.701µs (SLO: <10.000µs 📉 -73.0%) vs baseline: -0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ re_match_noaspect

Time: ✅ 1.310µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.5%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ re_search_aspect

Time: ✅ 2.706µs (SLO: <10.000µs 📉 -72.9%) vs baseline: +5.8%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.7%

✅ re_search_noaspect

Time: ✅ 1.212µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.6%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ re_sub_aspect

Time: ✅ 3.455µs (SLO: <10.000µs 📉 -65.5%) vs baseline: -0.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_sub_noaspect

Time: ✅ 1.516µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -1.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ re_subn_aspect

Time: ✅ 3.753µs (SLO: <10.000µs 📉 -62.5%) vs baseline: +1.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +6.1%

✅ re_subn_noaspect

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.291µs (SLO: <10.000µs 📉 -57.1%) vs baseline: -1.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.5%

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.5%

✅ ospathjoin_aspect

Time: ✅ 6.210µs (SLO: <10.000µs 📉 -37.9%) vs baseline: -2.1%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ ospathjoin_noaspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ ospathnormcase_aspect

Time: ✅ 3.461µs (SLO: <10.000µs 📉 -65.4%) vs baseline: -6.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.8%

✅ ospathnormcase_noaspect

Time: ✅ 0.568µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.1%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ ospathsplit_aspect

Time: ✅ 4.961µs (SLO: <10.000µs 📉 -50.4%) vs baseline: -0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ ospathsplit_noaspect

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ ospathsplitdrive_aspect

Time: ✅ 3.717µs (SLO: <10.000µs 📉 -62.8%) vs baseline: -4.2%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.693µs (SLO: <10.000µs 📉 -93.1%) vs baseline: -1.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +6.0%

✅ ospathsplitext_aspect

Time: ✅ 4.736µs (SLO: <10.000µs 📉 -52.6%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.9%

✅ ospathsplitext_noaspect

Time: ✅ 1.375µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.0%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +9.9%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.9%

✅ split_aspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +1.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.8%

✅ split_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.9%

✅ splitlines_aspect

Time: ✅ 1.463µs (SLO: <10.000µs 📉 -85.4%) vs baseline: +6.7%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.8%

✅ splitlines_noaspect

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

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +6.1%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.359ms (SLO: <42.000ms -3.9%) vs baseline: -1.0%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.6%

✅ add-link

Time: ✅ 36.409ms (SLO: <38.550ms -5.6%) vs baseline: ~same

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 220.668ms (SLO: <232.000ms -4.9%) vs baseline: +0.9%

Memory: ✅ 34.367MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.5%

✅ add-tags

Time: ✅ 213.248ms (SLO: <221.600ms -3.8%) vs baseline: +0.9%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.5%

✅ get-context

Time: ✅ 29.193ms (SLO: <31.300ms -6.7%) vs baseline: +0.2%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +5.8%

✅ is-recording

Time: ✅ 29.216ms (SLO: <31.000ms -5.8%) vs baseline: -0.4%

Memory: ✅ 34.347MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.5%

✅ record-exception

Time: ✅ 63.385ms (SLO: <65.850ms -3.7%) vs baseline: -0.7%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.4%

✅ set-status

Time: ✅ 32.140ms (SLO: <34.150ms -5.9%) vs baseline: +0.6%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.5%

✅ start

Time: ✅ 28.966ms (SLO: <30.150ms -3.9%) vs baseline: -0.3%

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +5.3%

✅ start-finish

Time: ✅ 34.047ms (SLO: <35.350ms -3.7%) vs baseline: -0.2%

Memory: ✅ 34.426MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +5.7%

✅ start-finish-telemetry

Time: ✅ 33.927ms (SLO: <35.450ms -4.3%) vs baseline: -0.1%

Memory: ✅ 34.347MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.4%

✅ update-name

Time: ✅ 31.463ms (SLO: <33.400ms -5.8%) vs baseline: +0.8%

Memory: ✅ 34.446MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +5.6%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 340.002ms (SLO: <354.300ms -4.0%) vs baseline: -0.8%

Memory: ✅ 37.765MB (SLO: <40.000MB -5.6%) vs baseline: +5.3%

✅ cache_on

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: -0.3%

Memory: ✅ 37.350MB (SLO: <39.000MB -4.2%) vs baseline: +7.6%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.901µs (SLO: <170.000µs -8.9%) vs baseline: -0.3%

Memory: ✅ 36.347MB (SLO: <38.500MB -5.6%) vs baseline: +5.1%

✅ import_many_cached

Time: ✅ 121.239µs (SLO: <130.000µs -6.7%) vs baseline: +0.5%

Memory: ✅ 36.498MB (SLO: <38.500MB -5.2%) vs baseline: +5.4%

✅ import_many_stdlib

Time: ✅ 1.616ms (SLO: <1.750ms -7.6%) vs baseline: -0.4%

Memory: ✅ 36.703MB (SLO: <38.500MB -4.7%) vs baseline: +5.5%

✅ import_many_stdlib_cached

Time: ✅ 0.963ms (SLO: <1.100ms 📉 -12.4%) vs baseline: -0.4%

Memory: ✅ 36.798MB (SLO: <38.500MB -4.4%) vs baseline: +5.9%

✅ import_many_unknown

Time: ✅ 836.367µs (SLO: <890.000µs -6.0%) vs baseline: +0.8%

Memory: ✅ 36.651MB (SLO: <38.500MB -4.8%) vs baseline: +5.5%

✅ import_many_unknown_cached

Time: ✅ 796.324µs (SLO: <870.000µs -8.5%) vs baseline: -0.3%

Memory: ✅ 36.721MB (SLO: <38.500MB -4.6%) vs baseline: +5.7%

✅ import_one

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

Memory: ✅ 36.591MB (SLO: <39.000MB -6.2%) vs baseline: +5.8%

✅ import_one_cache

Time: ✅ 6.267µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.2%

Memory: ✅ 36.671MB (SLO: <38.500MB -4.8%) vs baseline: +5.7%

✅ import_one_stdlib

Time: ✅ 18.739µs (SLO: <20.000µs -6.3%) vs baseline: -0.3%

Memory: ✅ 36.666MB (SLO: <38.500MB -4.8%) vs baseline: +5.7%

✅ import_one_stdlib_cache

Time: ✅ 6.259µs (SLO: <10.000µs 📉 -37.4%) vs baseline: +0.3%

Memory: ✅ 36.664MB (SLO: <38.500MB -4.8%) vs baseline: +6.2%

✅ import_one_unknown

Time: ✅ 45.498µs (SLO: <50.000µs -9.0%) vs baseline: +0.2%

Memory: ✅ 36.758MB (SLO: <38.500MB -4.5%) vs baseline: +6.3%

✅ import_one_unknown_cache

Time: ✅ 6.310µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.3%

Memory: ✅ 36.658MB (SLO: <38.500MB -4.8%) vs baseline: +6.0%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.326µs (SLO: <10.000µs 📉 -76.7%) vs baseline: -1.0%

Memory: ✅ 31.123MB (SLO: <34.000MB -8.5%) vs baseline: +5.4%

✅ high_rate_limit

Time: ✅ 2.395µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -0.5%

Memory: ✅ 31.123MB (SLO: <34.000MB -8.5%) vs baseline: +5.5%

✅ long_window

Time: ✅ 2.339µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -1.9%

Memory: ✅ 31.123MB (SLO: <34.000MB -8.5%) vs baseline: +5.5%

✅ low_rate_limit

Time: ✅ 2.341µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -1.2%

Memory: ✅ 31.241MB (SLO: <34.000MB -8.1%) vs baseline: +5.8%

✅ no_rate_limit

Time: ✅ 0.823µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.7%

Memory: ✅ 31.202MB (SLO: <34.000MB -8.2%) vs baseline: +6.0%

✅ short_window

Time: ✅ 2.470µs (SLO: <10.000µs 📉 -75.3%) vs baseline: -0.7%

Memory: ✅ 31.182MB (SLO: <34.000MB -8.3%) vs baseline: +5.5%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.035ms (SLO: <320.950ms -3.7%) vs baseline: -0.1%

Memory: ✅ 32.735MB (SLO: <34.500MB -5.1%) vs baseline: +5.4%

✅ deep-profiled

Time: ✅ 327.378ms (SLO: <359.150ms -8.8%) vs baseline: -0.3%

Memory: ✅ 35.370MB (SLO: <39.000MB -9.3%) vs baseline: +5.2%

✅ medium

Time: ✅ 7.084ms (SLO: <7.400ms -4.3%) vs baseline: +0.3%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +5.4%

✅ shallow

Time: ✅ 0.954ms (SLO: <1.050ms -9.1%) vs baseline: +0.2%

Memory: ✅ 31.575MB (SLO: <34.000MB -7.1%) vs baseline: +5.8%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.657µs (SLO: <290.000µs 📉 -48.7%) vs baseline: +0.5%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +5.6%

✅ high_match

Time: ✅ 194.542µs (SLO: <480.000µs 📉 -59.5%) vs baseline: -0.2%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +6.1%

✅ low_match

Time: ✅ 99.384µs (SLO: <120.000µs 📉 -17.2%) vs baseline: -0.1%

Memory: ✅ 632.147MB (SLO: <700.000MB -9.7%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.900ms (SLO: <8.500ms 📉 -65.9%) vs baseline: +0.2%

Memory: ✅ 69.863MB (SLO: <75.000MB -6.8%) vs baseline: +5.1%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.681µs (SLO: <20.000µs 📉 -46.6%) vs baseline: +0.7%

Memory: ✅ 32.008MB (SLO: <34.000MB -5.9%) vs baseline: +5.4%

✅ all-enabled

Time: ✅ 40.079µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.4%

Memory: ✅ 32.401MB (SLO: <34.000MB -4.7%) vs baseline: +6.8%

✅ collectipvariant_exists

Time: ✅ 41.268µs (SLO: <50.000µs 📉 -17.5%) vs baseline: +1.8%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +6.9%

✅ no-collectipvariant

Time: ✅ 39.743µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.6%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +5.8%

✅ no-useragentvariant

Time: ✅ 38.627µs (SLO: <50.000µs 📉 -22.7%) vs baseline: -0.4%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +6.6%

✅ obfuscation-no-query

Time: ✅ 40.519µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.4%

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%) vs baseline: +6.4%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.666µs (SLO: <90.000µs 📉 -15.9%) vs baseline: +0.1%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +5.6%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.273µs (SLO: <90.000µs 📉 -15.3%) vs baseline: +0.1%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +5.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.795µs (SLO: <170.000µs -9.5%) vs baseline: +0.3%

Memory: ✅ 32.480MB (SLO: <34.500MB -5.9%) vs baseline: +5.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 147.905µs (SLO: <160.000µs -7.6%) vs baseline: -0.2%

Memory: ✅ 32.440MB (SLO: <34.500MB -6.0%) vs baseline: +5.6%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.344µs (SLO: <170.000µs -9.2%) vs baseline: +0.1%

Memory: ✅ 32.440MB (SLO: <34.500MB -6.0%) vs baseline: +5.6%

✅ useragentvariant_exists_1

Time: ✅ 39.562µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.5%

Memory: ✅ 32.460MB (SLO: <34.000MB -4.5%) vs baseline: +7.0%

✅ useragentvariant_exists_2

Time: ✅ 40.396µs (SLO: <50.000µs 📉 -19.2%) vs baseline: +0.4%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +6.9%

✅ useragentvariant_exists_3

Time: ✅ 40.158µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +1.1%

Memory: ✅ 32.342MB (SLO: <34.000MB -4.9%) vs baseline: +6.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.505µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +6.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.436µs (SLO: <50.000µs 📉 -21.1%) vs baseline: +0.5%

Memory: ✅ 32.244MB (SLO: <34.000MB -5.2%) vs baseline: +6.3%

✅ span - 26/26

✅ add-event

Time: ✅ 24.334ms (SLO: <26.200ms -7.1%) vs baseline: +0.6%

Memory: ✅ 51.214MB (SLO: <53.000MB -3.4%) vs baseline: +5.4%

✅ add-metrics

Time: ✅ 94.047ms (SLO: <98.350ms -4.4%) vs baseline: +2.3%

Memory: ✅ 606.831MB (SLO: <961.000MB 📉 -36.9%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 150.677ms (SLO: <168.550ms 📉 -10.6%) vs baseline: -0.9%

Memory: ✅ 608.069MB (SLO: <962.500MB 📉 -36.8%) vs baseline: +5.0%

✅ get-context

Time: ✅ 22.413ms (SLO: <23.700ms -5.4%) vs baseline: +0.2%

Memory: ✅ 50.133MB (SLO: <53.000MB -5.4%) vs baseline: +5.7%

✅ is-recording

Time: ✅ 22.534ms (SLO: <23.900ms -5.7%) vs baseline: -0.4%

Memory: ✅ 49.998MB (SLO: <53.000MB -5.7%) vs baseline: +5.4%

✅ record-exception

Time: ✅ 43.062ms (SLO: <44.500ms -3.2%) vs baseline: +1.3%

Memory: ✅ 42.853MB (SLO: <53.000MB 📉 -19.1%) vs baseline: +5.4%

✅ set-status

Time: ✅ 24.478ms (SLO: <26.000ms -5.9%) vs baseline: +0.8%

Memory: ✅ 50.163MB (SLO: <53.000MB -5.4%) vs baseline: +5.7%

✅ start

Time: ✅ 22.218ms (SLO: <23.500ms -5.5%) vs baseline: ~same

Memory: ✅ 50.079MB (SLO: <53.000MB -5.5%) vs baseline: +5.5%

✅ start-finish

Time: ✅ 52.594ms (SLO: <55.500ms -5.2%) vs baseline: +1.2%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +5.4%

✅ start-finish-telemetry

Time: ✅ 54.217ms (SLO: <58.300ms -7.0%) vs baseline: +0.8%

Memory: ✅ 31.575MB (SLO: <34.000MB -7.1%) vs baseline: +5.7%

✅ start-finish-traceid128

Time: ✅ 55.775ms (SLO: <60.050ms -7.1%) vs baseline: +0.4%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +5.6%

✅ start-traceid128

Time: ✅ 22.552ms (SLO: <24.600ms -8.3%) vs baseline: -0.4%

Memory: ✅ 50.086MB (SLO: <53.000MB -5.5%) vs baseline: +5.5%

✅ update-name

Time: ✅ 23.160ms (SLO: <24.100ms -3.9%) vs baseline: -0.3%

Memory: ✅ 50.695MB (SLO: <53.000MB -4.3%) vs baseline: +5.4%

✅ tracer - 6/6

✅ large

Time: ✅ 30.631ms (SLO: <32.950ms -7.0%) vs baseline: +0.9%

Memory: ✅ 33.148MB (SLO: <34.500MB -3.9%) vs baseline: +5.8%

✅ medium

Time: ✅ 2.975ms (SLO: <3.200ms -7.0%) vs baseline: +0.3%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +5.7%

✅ small

Time: ✅ 339.828µs (SLO: <370.000µs -8.2%) vs baseline: +0.5%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +5.4%

ℹ️ Scenarios Missing SLO Configuration (14 scenarios)

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

coreapiscenario-context_with_data_listeners_and_all_listeners
coreapiscenario-core_dispatch_listeners
coreapiscenario-core_dispatch_listeners_and_all_listeners
coreapiscenario-core_dispatch_no_listeners
coreapiscenario-core_dispatch_only_all_listeners
coreapiscenario-core_dispatch_with_results_listeners
coreapiscenario-core_dispatch_with_results_listeners_and_all_listeners
coreapiscenario-core_dispatch_with_results_no_listeners
coreapiscenario-core_dispatch_with_results_only_all_listeners
djangosimple-baseline
errortrackingdjangosimple-baseline
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline

First pass

62ddd58

Works?

d56b94b

gyuheon0h added 3 commits September 18, 2025 12:50

Better test

a762885

try to make it a bit safer

83545b1

Using cpython api - still not safe

c8b8b93

gyuheon0h force-pushed the gyuheon0h/runtime-stack-exp branch from 67e7996 to 8f0e88c Compare September 19, 2025 13:03

Use python faulthandler

4f4c920

gyuheon0h force-pushed the gyuheon0h/runtime-stack-exp branch from b6c913c to 4f4c920 Compare September 19, 2025 13:29

gyuheon0h added the changelog/no-changelog A changelog entry is not required for this PR. label Sep 19, 2025

gyuheon0h changed the title ~~[Do not merge] Crashtracker runtime stack experiment~~ [Do not merge] crashtracker runtime stack experiment Sep 19, 2025

gyuheon0h force-pushed the gyuheon0h/runtime-stack-exp branch from c8c071c to cddcbab Compare September 22, 2025 15:13

Using PyDumpTraceback

c77224a

gyuheon0h force-pushed the gyuheon0h/runtime-stack-exp branch from cddcbab to c77224a Compare September 22, 2025 15:15

[Do not merge] crashtracker runtime stack experiment #14618

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[Do not merge] crashtracker runtime stack experiment #14618

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Conversation

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Checklist

Reviewer Checklist

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ add_aspect

✅ add_inplace_aspect

✅ add_inplace_noaspect

✅ add_noaspect

✅ bytearray_aspect

✅ bytearray_extend_aspect

✅ bytearray_extend_noaspect

✅ bytearray_noaspect

✅ bytes_aspect

✅ bytes_noaspect

✅ bytesio_aspect

✅ bytesio_noaspect

✅ capitalize_aspect

✅ capitalize_noaspect

✅ casefold_aspect

✅ casefold_noaspect

✅ decode_aspect

✅ decode_noaspect

✅ encode_aspect

✅ encode_noaspect

✅ format_aspect

✅ format_map_aspect

✅ format_map_noaspect

✅ format_noaspect

✅ index_aspect

✅ index_noaspect

✅ join_aspect

✅ join_noaspect

✅ ljust_aspect

✅ ljust_noaspect

✅ lower_aspect

✅ lower_noaspect

✅ lstrip_aspect

✅ lstrip_noaspect

✅ modulo_aspect

✅ modulo_aspect_for_bytearray_bytearray

✅ modulo_aspect_for_bytes

✅ modulo_aspect_for_bytes_bytearray

✅ modulo_noaspect

✅ replace_aspect

✅ replace_noaspect

✅ repr_aspect

✅ repr_noaspect

✅ rstrip_aspect

✅ rstrip_noaspect

✅ slice_aspect

✅ slice_noaspect

✅ stringio_aspect

✅ stringio_noaspect

✅ strip_aspect

✅ strip_noaspect

✅ swapcase_aspect

✅ swapcase_noaspect

✅ title_aspect

✅ title_noaspect

✅ translate_aspect

✅ translate_noaspect

✅ upper_aspect

gyuheon0h commented Sep 17, 2025 •

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