chore(profiling): improve typing in `memalloc.py` #15500

KowalskiThomas · 2025-12-03T19:34:40Z

Description

https://datadoghq.atlassian.net/browse/PROF-13197

WIP

github-actions · 2025-12-03T19:35:16Z

CODEOWNERS have been resolved as:

ddtrace/profiling/collector/memalloc.py                                 @DataDog/profiling-python

github-actions · 2025-12-03T20:07:52Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 249 ± 4 ms.

The average import time from base is: 251 ± 2 ms.

The import time difference between this PR and base is: -2.8 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.682 ms (1.08%)

ddtrace 1.367 ms (0.55%)

ddtrace._logger 0.690 ms (0.28%)

ddtrace.internal.telemetry 0.690 ms (0.28%)

ddtrace.internal.telemetry.writer 0.690 ms (0.28%)

ddtrace.internal.utils.version 0.690 ms (0.28%)

ddtrace.version 0.690 ms (0.28%)

ddtrace.internal._unpatched 0.024 ms (0.01%)

json 0.024 ms (0.01%)

json.decoder 0.024 ms (0.01%)

re 0.024 ms (0.01%)

enum 0.024 ms (0.01%)

types 0.024 ms (0.01%)

ddtrace.bootstrap.sitecustomize 1.316 ms (0.53%)

ddtrace.bootstrap.preload 1.316 ms (0.53%)

ddtrace.internal.remoteconfig.client 0.633 ms (0.25%)

pr-commenter · 2025-12-05T10:49:23Z

Performance SLOs

Comparing candidate kowalski/chore-profiling-improve-typing-in-memalloc-py (1dd21ff) with baseline main (874de50)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.2%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ add_inplace_noaspect

Time: ✅ 0.320µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.3%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

✅ bytearray_aspect

Time: ✅ 1.356µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +0.7%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ bytearray_extend_aspect

Time: ✅ 1.493µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -1.2%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.2%

✅ bytearray_extend_noaspect

Time: ✅ 0.616µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +0.8%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +3.8%

✅ bytearray_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +1.8%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +3.7%

✅ bytes_aspect

Time: ✅ 1.294µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.2%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +3.9%

✅ bytes_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.6%

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

✅ bytesio_aspect

Time: ✅ 1.341µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.6%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ bytesio_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.8%

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

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.1%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ capitalize_noaspect

Time: ✅ 0.429µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.9%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +3.7%

✅ casefold_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.4%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.7%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ decode_aspect

Time: ✅ 0.719µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -1.0%

Memory: ✅ 40.383MB (SLO: <41.500MB -2.7%) vs baseline: +4.5%

✅ decode_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.5%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.6%

✅ encode_aspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.1%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -2.0%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ format_aspect

Time: ✅ 3.425µs (SLO: <10.000µs 📉 -65.7%) vs baseline: -0.6%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +3.7%

✅ format_map_aspect

Time: ✅ 3.558µs (SLO: <10.000µs 📉 -64.4%) vs baseline: -0.9%

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

✅ format_map_noaspect

Time: ✅ 0.782µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.9%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.3%

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: ~same

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.3%

✅ index_aspect

Time: ✅ 0.360µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.1%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.2%

✅ index_noaspect

Time: ✅ 0.281µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.5%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.2%

✅ join_aspect

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

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ join_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.8%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ ljust_aspect

Time: ✅ 2.621µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +2.0%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.5%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

✅ lower_aspect

Time: ✅ 2.290µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +2.0%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ lower_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

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

✅ lstrip_aspect

Time: ✅ 2.258µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.8%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.8%

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.3%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ modulo_aspect

Time: ✅ 1.039µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +3.9%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.540µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes

Time: ✅ 0.981µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +1.5%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.252µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +3.1%

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

✅ modulo_noaspect

Time: ✅ 0.623µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.2%

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

✅ replace_aspect

Time: ✅ 4.848µs (SLO: <10.000µs 📉 -51.5%) vs baseline: -2.2%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.3%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ repr_aspect

Time: ✅ 0.904µs (SLO: <10.000µs 📉 -91.0%) vs baseline: -0.3%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.5%

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.4%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ rstrip_aspect

Time: ✅ 1.927µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +0.9%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +3.6%

✅ rstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.5%

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

✅ slice_aspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +3.8%

✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 1.549µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.3%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.1%

✅ stringio_noaspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ strip_aspect

Time: ✅ 2.250µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.5%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.1%

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.0%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ swapcase_aspect

Time: ✅ 2.811µs (SLO: <10.000µs 📉 -71.9%) vs baseline: 📈 +14.7%

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

✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -1.5%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ title_aspect

Time: ✅ 2.437µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +3.6%

Memory: ✅ 40.423MB (SLO: <41.500MB -2.6%) vs baseline: +5.0%

✅ title_noaspect

Time: ✅ 0.504µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.6%

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

✅ translate_aspect

Time: ✅ 3.299µs (SLO: <10.000µs 📉 -67.0%) vs baseline: ~same

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

✅ translate_noaspect

Time: ✅ 1.042µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.6%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.0%

✅ upper_aspect

Time: ✅ 2.303µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +3.4%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

✅ upper_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.224µs (SLO: <10.000µs 📉 -47.8%) vs baseline: 📈 +25.8%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.2%

✅ ospathbasename_noaspect

Time: ✅ 1.081µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.9%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.4%

✅ ospathjoin_aspect

Time: ✅ 6.146µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.4%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.291µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.3%

Memory: ✅ 40.462MB (SLO: <41.000MB 🟡 -1.3%) vs baseline: +5.1%

✅ ospathnormcase_aspect

Time: ✅ 3.459µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +0.7%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ ospathnormcase_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.9%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ ospathsplit_aspect

Time: ✅ 4.756µs (SLO: <10.000µs 📉 -52.4%) vs baseline: -0.2%

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

✅ ospathsplit_noaspect

Time: ✅ 1.581µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.2%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.668µs (SLO: <10.000µs 📉 -63.3%) vs baseline: +0.5%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.8%

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

✅ ospathsplitext_aspect

Time: ✅ 4.526µs (SLO: <10.000µs 📉 -54.7%) vs baseline: -0.9%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ ospathsplitext_noaspect

Time: ✅ 1.383µs (SLO: <10.000µs 📉 -86.2%) vs baseline: ~same

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

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.398µs (SLO: <20.000µs 📉 -83.0%) vs baseline: 📈 +15.1%

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

✅ 1-count-metrics-100-times

Time: ✅ 202.388µs (SLO: <220.000µs -8.0%) vs baseline: -0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.5%

✅ 1-distribution-metric-1-times

Time: ✅ 3.343µs (SLO: <20.000µs 📉 -83.3%) vs baseline: +1.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.0%

✅ 1-distribution-metrics-100-times

Time: ✅ 217.251µs (SLO: <230.000µs -5.5%) vs baseline: -0.3%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.137µs (SLO: <20.000µs 📉 -89.3%) vs baseline: -0.5%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.6%

✅ 1-gauge-metrics-100-times

Time: ✅ 137.333µs (SLO: <150.000µs -8.4%) vs baseline: +0.9%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.072µs (SLO: <20.000µs 📉 -84.6%) vs baseline: -1.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +3.8%

✅ 1-rate-metrics-100-times

Time: ✅ 214.018µs (SLO: <250.000µs 📉 -14.4%) vs baseline: ~same

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 20.343ms (SLO: <22.000ms -7.5%) vs baseline: -0.7%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.288ms (SLO: <2.550ms 📉 -10.3%) vs baseline: -0.3%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.401ms (SLO: <1.550ms -9.6%) vs baseline: ~same

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.210ms (SLO: <2.550ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ flush-1-metric

Time: ✅ 4.619µs (SLO: <20.000µs 📉 -76.9%) vs baseline: +0.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.7%

✅ flush-100-metrics

Time: ✅ 173.850µs (SLO: <250.000µs 📉 -30.5%) vs baseline: +0.2%

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

✅ flush-1000-metrics

Time: ✅ 2.175ms (SLO: <2.500ms 📉 -13.0%) vs baseline: -0.2%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +5.2%

🟡 Near SLO Breach (17 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.264µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

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

✅ context_with_data_no_listeners

Time: ✅ 3.269µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.6%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.4%

✅ get_item_exists

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.1%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.3%

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

✅ set_item

Time: ✅ 24.207µs (SLO: <30.000µs 📉 -19.3%) vs baseline: -1.3%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.670ms (SLO: <22.300ms 📉 -11.8%) vs baseline: +0.5%

Memory: ✅ 68.223MB (SLO: <70.500MB -3.2%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.363ms (SLO: <1.450ms -6.0%) vs baseline: ~same

Memory: ✅ 66.252MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.593ms (SLO: <22.250ms 📉 -11.9%) vs baseline: ~same

Memory: ✅ 68.105MB (SLO: <70.000MB -2.7%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.458ms (SLO: <16.550ms -6.6%) vs baseline: -0.3%

Memory: ✅ 56.377MB (SLO: <57.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.511ms (SLO: <21.750ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 68.203MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 19.934ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.6%

Memory: ✅ 68.099MB (SLO: <71.000MB -4.1%) vs baseline: +5.0%

✅ tracer

Time: ✅ 19.628ms (SLO: <21.750ms -9.8%) vs baseline: +0.6%

Memory: ✅ 68.105MB (SLO: <70.000MB -2.7%) vs baseline: +4.7%

✅ tracer-and-profiler

Time: ✅ 21.711ms (SLO: <23.500ms -7.6%) vs baseline: -0.1%

Memory: ✅ 69.324MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.685ms (SLO: <21.500ms -8.4%) vs baseline: ~same

Memory: ✅ 68.203MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ tracer-minimal

Time: ✅ 16.827ms (SLO: <17.500ms -3.8%) vs baseline: +0.5%

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

✅ tracer-native

Time: ✅ 19.539ms (SLO: <21.750ms 📉 -10.2%) vs baseline: +0.7%

Memory: ✅ 68.164MB (SLO: <72.500MB -6.0%) vs baseline: +5.0%

✅ tracer-no-caches

Time: ✅ 17.617ms (SLO: <19.650ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 19.078ms (SLO: <20.100ms -5.1%) vs baseline: -0.1%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.275ms (SLO: <21.500ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.500ms (SLO: <22.000ms 📉 -11.4%) vs baseline: +1.0%

Memory: ✅ 68.194MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.274ms (SLO: <19.850ms 📉 -18.0%) vs baseline: -0.2%

Memory: ✅ 69.771MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.374ms (SLO: <19.400ms 📉 -15.6%) vs baseline: ~same

Memory: ✅ 69.790MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.362ms (SLO: <19.450ms 📉 -15.9%) vs baseline: -0.3%

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 55.719MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.077ms (SLO: <2.250ms -7.7%) vs baseline: +0.2%

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms 📉 -10.0%) vs baseline: +0.4%

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.369ms (SLO: <4.750ms 📉 -29.1%) vs baseline: -0.3%

Memory: ✅ 55.429MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 2.853ms (SLO: <6.750ms 📉 -57.7%) vs baseline: ~same

Memory: ✅ 55.842MB (SLO: <66.500MB 📉 -16.0%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.402ms (SLO: <4.750ms 📉 -28.4%) vs baseline: +0.8%

Memory: ✅ 55.569MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.1%

Memory: ✅ 47.918MB (SLO: <49.500MB -3.2%) vs baseline: +4.8%

✅ iast-get

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

Memory: ✅ 44.556MB (SLO: <49.000MB -9.1%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.919ms (SLO: <2.100ms -8.6%) vs baseline: +0.5%

Memory: ✅ 48.783MB (SLO: <50.000MB -2.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.349ms (SLO: <3.650ms -8.2%) vs baseline: -0.3%

Memory: ✅ 55.570MB (SLO: <56.000MB 🟡 -0.8%) vs baseline: +5.1%

✅ tracer

Time: ✅ 3.368ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.487MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.374ms (SLO: <3.650ms -7.6%) vs baseline: +0.2%

Memory: ✅ 55.489MB (SLO: <60.000MB -7.5%) vs baseline: +4.8%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.059ms (SLO: <4.200ms 📉 -51.0%) vs baseline: +0.3%

Memory: ✅ 55.679MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.073ms (SLO: <2.800ms 📉 -26.0%) vs baseline: +0.4%

Memory: ✅ 55.797MB (SLO: <62.500MB 📉 -10.7%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.056ms (SLO: <2.250ms -8.6%) vs baseline: ~same

Memory: ✅ 55.797MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +4.8%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.397µs (SLO: <100.000µs 📉 -18.6%) vs baseline: +0.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ b3_headers

Time: ✅ 14.214µs (SLO: <20.000µs 📉 -28.9%) vs baseline: ~same

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

✅ b3_single_headers

Time: ✅ 13.363µs (SLO: <20.000µs 📉 -33.2%) vs baseline: +0.3%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.910µs (SLO: <80.000µs 📉 -20.1%) vs baseline: ~same

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.656µs (SLO: <80.000µs 📉 -12.9%) vs baseline: +5.2%

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

✅ empty_headers

Time: ✅ 1.635µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +1.5%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.595µs (SLO: <30.000µs 📉 -24.7%) vs baseline: +0.9%

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

✅ invalid_priority_header

Time: ✅ 6.526µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.3%

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

✅ invalid_span_id_header

Time: ✅ 6.510µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.3%

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

✅ invalid_tags_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

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

✅ invalid_trace_id_header

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: ~same

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

✅ large_header_no_matches

Time: ✅ 27.592µs (SLO: <30.000µs -8.0%) vs baseline: ~same

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ large_valid_headers_all

Time: ✅ 28.736µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.878µs (SLO: <20.000µs 📉 -50.6%) vs baseline: -0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ medium_valid_headers_all

Time: ✅ 11.259µs (SLO: <20.000µs 📉 -43.7%) vs baseline: -0.2%

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

✅ none_propagation_style

Time: ✅ 1.722µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.8%

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

✅ tracecontext_headers

Time: ✅ 35.040µs (SLO: <40.000µs 📉 -12.4%) vs baseline: +1.3%

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

✅ valid_headers_all

Time: ✅ 6.522µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.2%

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

✅ valid_headers_basic

Time: ✅ 6.082µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.3%

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

✅ wsgi_empty_headers

Time: ✅ 1.617µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.5%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.615µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.5%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.633µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.0%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.613µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.3%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.4%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.725µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.913µs (SLO: <40.000µs 📉 -25.2%) vs baseline: -0.2%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.5%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.247µs (SLO: <20.000µs 📉 -48.8%) vs baseline: +0.4%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.560µs (SLO: <20.000µs 📉 -42.2%) vs baseline: -0.6%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.6%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.164µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +1.2%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.983µs (SLO: <30.000µs 📉 -26.7%) vs baseline: +4.4%

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

✅ with_all

Time: ✅ 27.656µs (SLO: <40.000µs 📉 -30.9%) vs baseline: -0.7%

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

✅ with_dd_origin

Time: ✅ 24.851µs (SLO: <30.000µs 📉 -17.2%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ with_priority_and_origin

Time: ✅ 24.252µs (SLO: <40.000µs 📉 -39.4%) vs baseline: ~same

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

✅ with_sampling_priority

Time: ✅ 21.080µs (SLO: <30.000µs 📉 -29.7%) vs baseline: ~same

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

✅ with_tags

Time: ✅ 26.015µs (SLO: <40.000µs 📉 -35.0%) vs baseline: ~same

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

✅ with_tags_invalid

Time: ✅ 27.482µs (SLO: <40.000µs 📉 -31.3%) vs baseline: +0.7%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ with_tags_max_size

Time: ✅ 26.378µs (SLO: <40.000µs 📉 -34.1%) vs baseline: +0.2%

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

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.033µs (SLO: <40.000µs 📉 -14.9%) vs baseline: +6.4%

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

✅ re_expand_noaspect

Time: ✅ 28.458µs (SLO: <40.000µs 📉 -28.9%) vs baseline: -0.5%

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

✅ re_findall_aspect

Time: ✅ 2.927µs (SLO: <10.000µs 📉 -70.7%) vs baseline: +0.1%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ re_findall_noaspect

Time: ✅ 1.412µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.2%

✅ re_finditer_aspect

Time: ✅ 4.465µs (SLO: <10.000µs 📉 -55.4%) vs baseline: -0.5%

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

✅ re_finditer_noaspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.5%

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

✅ re_fullmatch_aspect

Time: ✅ 2.734µs (SLO: <10.000µs 📉 -72.7%) vs baseline: +1.3%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.294µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.2%

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

✅ re_group_aspect

Time: ✅ 2.965µs (SLO: <10.000µs 📉 -70.4%) vs baseline: +0.5%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.8%

✅ re_group_noaspect

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.5%

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

✅ re_groups_aspect

Time: ✅ 3.100µs (SLO: <10.000µs 📉 -69.0%) vs baseline: +0.7%

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

✅ re_groups_noaspect

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +1.0%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.2%

✅ re_match_aspect

Time: ✅ 2.754µs (SLO: <10.000µs 📉 -72.5%) vs baseline: ~same

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ re_match_noaspect

Time: ✅ 1.335µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +2.0%

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

✅ re_search_aspect

Time: ✅ 2.599µs (SLO: <10.000µs 📉 -74.0%) vs baseline: +0.7%

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

✅ re_search_noaspect

Time: ✅ 1.209µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.2%

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

✅ re_sub_aspect

Time: ✅ 3.577µs (SLO: <10.000µs 📉 -64.2%) vs baseline: +3.9%

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

✅ re_sub_noaspect

Time: ✅ 1.528µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.8%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.7%

✅ re_subn_aspect

Time: ✅ 3.716µs (SLO: <10.000µs 📉 -62.8%) vs baseline: -0.1%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_subn_noaspect

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.2%

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

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.480µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +2.0%

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

✅ rsplit_noaspect

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.3%

✅ split_aspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -3.1%

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

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

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

✅ splitlines_aspect

Time: ✅ 1.427µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.6%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.9%

✅ splitlines_noaspect

Time: ✅ 0.588µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.3%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.519ms (SLO: <47.150ms 📉 -16.2%) vs baseline: -0.4%

Memory: ✅ 39.466MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 262.826ms (SLO: <344.800ms 📉 -23.8%) vs baseline: +1.2%

Memory: ✅ 43.728MB (SLO: <47.500MB -7.9%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 319.681ms (SLO: <321.000ms 🟡 -0.4%) vs baseline: +1.1%

Memory: ✅ 43.690MB (SLO: <47.500MB -8.0%) vs baseline: +5.0%

✅ get-context

Time: ✅ 80.081ms (SLO: <92.350ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 39.734MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +5.2%

✅ is-recording

Time: ✅ 37.123ms (SLO: <44.500ms 📉 -16.6%) vs baseline: +0.2%

Memory: ✅ 39.480MB (SLO: <47.500MB 📉 -16.9%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 58.400ms (SLO: <67.650ms 📉 -13.7%) vs baseline: +0.1%

Memory: ✅ 39.893MB (SLO: <47.000MB 📉 -15.1%) vs baseline: +4.4%

✅ set-status

Time: ✅ 43.637ms (SLO: <50.400ms 📉 -13.4%) vs baseline: -0.2%

Memory: ✅ 39.537MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.0%

✅ start

Time: ✅ 37.256ms (SLO: <43.450ms 📉 -14.3%) vs baseline: +2.3%

Memory: ✅ 39.436MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 81.812ms (SLO: <88.000ms -7.0%) vs baseline: ~same

Memory: ✅ 37.336MB (SLO: <46.500MB 📉 -19.7%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.536ms (SLO: <89.000ms -6.1%) vs baseline: ~same

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +5.0%

✅ update-name

Time: ✅ 37.983ms (SLO: <45.150ms 📉 -15.9%) vs baseline: -0.5%

Memory: ✅ 39.618MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.0%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.037ms (SLO: <354.300ms -3.5%) vs baseline: -1.1%

Memory: ✅ 40.718MB (SLO: <41.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.5%

Memory: ✅ 39.542MB (SLO: <41.000MB -3.6%) vs baseline: +4.5%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.360µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.1%

✅ high_rate_limit

Time: ✅ 2.412µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.2%

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

✅ long_window

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.7%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ low_rate_limit

Time: ✅ 2.350µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.5%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.6%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ short_window

Time: ✅ 2.493µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +0.1%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.3%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.878ms (SLO: <320.950ms -3.8%) vs baseline: -0.2%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ deep-profiled

Time: ✅ 327.541ms (SLO: <359.150ms -8.8%) vs baseline: -0.3%

Memory: ✅ 39.774MB (SLO: <40.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ medium

Time: ✅ 7.005ms (SLO: <7.400ms -5.3%) vs baseline: ~same

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

✅ shallow

Time: ✅ 0.950ms (SLO: <1.050ms -9.6%) vs baseline: +0.8%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.583µs (SLO: <20.000µs 📉 -47.1%) vs baseline: +0.2%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 41.166µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +2.4%

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

✅ collectipvariant_exists

Time: ✅ 41.212µs (SLO: <50.000µs 📉 -17.6%) vs baseline: +0.5%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.118µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.6%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.904µs (SLO: <50.000µs 📉 -22.2%) vs baseline: -0.2%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.674µs (SLO: <50.000µs 📉 -18.7%) vs baseline: -0.3%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.2%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.940µs (SLO: <90.000µs 📉 -15.6%) vs baseline: ~same

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.1%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.600µs (SLO: <90.000µs 📉 -14.9%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.469µs (SLO: <170.000µs -9.1%) vs baseline: -0.2%

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

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.883µs (SLO: <160.000µs -6.9%) vs baseline: -0.2%

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.8%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.320µs (SLO: <170.000µs -8.6%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +5.1%

✅ useragentvariant_exists_1

Time: ✅ 39.456µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.9%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 40.805µs (SLO: <50.000µs 📉 -18.4%) vs baseline: -0.2%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 40.104µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.8%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.9%

✅ useragentvariant_not_exists_1

Time: ✅ 39.670µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.604µs (SLO: <50.000µs 📉 -20.8%) vs baseline: ~same

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.9%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.208ms (SLO: <22.500ms 📉 -19.1%) vs baseline: -0.7%

Memory: ✅ 36.843MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 88.035ms (SLO: <93.500ms -5.8%) vs baseline: -0.4%

Memory: ✅ 41.150MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 141.188ms (SLO: <155.000ms -8.9%) vs baseline: -1.9%

Memory: ✅ 41.023MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.9%

✅ get-context

Time: ✅ 16.974ms (SLO: <20.500ms 📉 -17.2%) vs baseline: -0.1%

Memory: ✅ 36.782MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 17.333ms (SLO: <20.500ms 📉 -15.4%) vs baseline: +0.2%

Memory: ✅ 36.647MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.598ms (SLO: <40.000ms -8.5%) vs baseline: +0.4%

Memory: ✅ 37.369MB (SLO: <53.000MB 📉 -29.5%) vs baseline: +5.1%

✅ set-status

Time: ✅ 18.670ms (SLO: <22.000ms 📉 -15.1%) vs baseline: -0.2%

Memory: ✅ 36.762MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

✅ start

Time: ✅ 17.410ms (SLO: <20.500ms 📉 -15.1%) vs baseline: +3.0%

Memory: ✅ 36.765MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 50.963ms (SLO: <52.500ms -2.9%) vs baseline: -0.4%

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

✅ start-finish-telemetry

Time: ✅ 52.257ms (SLO: <54.500ms -4.1%) vs baseline: -0.2%

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

✅ start-finish-traceid128

Time: ✅ 54.075ms (SLO: <57.000ms -5.1%) vs baseline: -0.3%

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

✅ start-traceid128

Time: ✅ 17.213ms (SLO: <22.500ms 📉 -23.5%) vs baseline: -0.4%

Memory: ✅ 36.779MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ update-name

Time: ✅ 17.350ms (SLO: <22.000ms 📉 -21.1%) vs baseline: ~same

Memory: ✅ 36.835MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.8%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.024ms (SLO: <32.950ms 📉 -11.9%) vs baseline: -1.8%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.877ms (SLO: <3.200ms 📉 -10.1%) vs baseline: -0.4%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ small

Time: ✅ 332.119µs (SLO: <370.000µs 📉 -10.2%) vs baseline: +1.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.028µs (SLO: <170.000µs -8.8%) vs baseline: -0.5%

Memory: ✅ 39.524MB (SLO: <41.000MB -3.6%) vs baseline: +5.5%

✅ import_many_cached

Time: ✅ 121.363µs (SLO: <130.000µs -6.6%) vs baseline: ~same

Memory: ✅ 39.434MB (SLO: <41.000MB -3.8%) vs baseline: +4.1%

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.9%) vs baseline: +0.1%

Memory: ✅ 39.385MB (SLO: <41.000MB -3.9%) vs baseline: +4.4%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.9%

Memory: ✅ 39.683MB (SLO: <41.000MB -3.2%) vs baseline: +5.1%

✅ import_many_unknown

Time: ✅ 833.580µs (SLO: <890.000µs -6.3%) vs baseline: ~same

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +5.2%

✅ import_many_unknown_cached

Time: ✅ 792.911µs (SLO: <870.000µs -8.9%) vs baseline: +0.1%

Memory: ✅ 39.702MB (SLO: <41.000MB -3.2%) vs baseline: +5.2%

✅ import_one

Time: ✅ 19.691µs (SLO: <30.000µs 📉 -34.4%) vs baseline: -0.2%

Memory: ✅ 39.513MB (SLO: <41.000MB -3.6%) vs baseline: +5.1%

✅ import_one_cache

Time: ✅ 6.263µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.2%

Memory: ✅ 39.537MB (SLO: <41.000MB -3.6%) vs baseline: +5.4%

✅ import_one_stdlib

Time: ✅ 18.724µs (SLO: <20.000µs -6.4%) vs baseline: +0.3%

Memory: ✅ 39.464MB (SLO: <41.000MB -3.7%) vs baseline: +4.5%

✅ import_one_stdlib_cache

Time: ✅ 6.247µs (SLO: <10.000µs 📉 -37.5%) vs baseline: ~same

Memory: ✅ 39.626MB (SLO: <41.000MB -3.4%) vs baseline: +5.7%

✅ import_one_unknown

Time: ✅ 45.330µs (SLO: <50.000µs -9.3%) vs baseline: -0.5%

Memory: ✅ 39.923MB (SLO: <41.000MB -2.6%) vs baseline: +5.7%

✅ import_one_unknown_cache

Time: ✅ 6.264µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.1%

Memory: ✅ 39.428MB (SLO: <41.000MB -3.8%) vs baseline: +4.9%

✅ All Tests Passing (3 suites)

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.487µs (SLO: <60.000µs 📉 -19.2%) vs baseline: -0.1%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +5.2%

✅ propagation_enabled

Time: ✅ 173.911µs (SLO: <190.000µs -8.5%) vs baseline: -0.8%

Memory: ✅ 40.049MB (SLO: <42.000MB -4.6%) vs baseline: +4.7%

✅ propagation_enabled_100

Time: ✅ 1.930ms (SLO: <2.300ms 📉 -16.1%) vs baseline: +0.6%

Memory: ✅ 40.187MB (SLO: <42.000MB -4.3%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 32.550ms (SLO: <34.550ms -5.8%) vs baseline: -0.3%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.512ms (SLO: <42.000ms -3.5%) vs baseline: ~same

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.6%

✅ add-link

Time: ✅ 36.446ms (SLO: <38.550ms -5.5%) vs baseline: +0.8%

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

✅ add-metrics

Time: ✅ 220.192ms (SLO: <232.000ms -5.1%) vs baseline: +0.1%

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

✅ add-tags

Time: ✅ 212.530ms (SLO: <221.600ms -4.1%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ get-context

Time: ✅ 29.057ms (SLO: <31.300ms -7.2%) vs baseline: -0.4%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.4%

✅ is-recording

Time: ✅ 29.173ms (SLO: <31.000ms -5.9%) vs baseline: -0.5%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.265ms (SLO: <65.850ms -3.9%) vs baseline: -0.3%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.0%

✅ set-status

Time: ✅ 32.002ms (SLO: <34.150ms -6.3%) vs baseline: ~same

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.1%

✅ start

Time: ✅ 29.428ms (SLO: <30.150ms -2.4%) vs baseline: +2.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 34.287ms (SLO: <35.350ms -3.0%) vs baseline: +0.4%

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

✅ start-finish-telemetry

Time: ✅ 34.025ms (SLO: <35.450ms -4.0%) vs baseline: -0.3%

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

✅ update-name

Time: ✅ 31.112ms (SLO: <33.400ms -6.9%) vs baseline: +0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.405µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +1.1%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.7%

✅ high_match

Time: ✅ 174.194µs (SLO: <480.000µs 📉 -63.7%) vs baseline: +0.3%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

✅ low_match

Time: ✅ 98.926µs (SLO: <120.000µs 📉 -17.6%) vs baseline: ~same

Memory: ✅ 603.416MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.679ms (SLO: <8.500ms 📉 -68.5%) vs baseline: +0.5%

Memory: ✅ 71.016MB (SLO: <75.000MB -5.3%) vs baseline: +4.8%

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 changed the title ~~chore(profiling): improve typing in memalloc.py~~ chore(profiling): improve typing in memalloc.py Dec 5, 2025

chore(profiling): improve typing in memalloc.py

1dd21ff

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-memalloc-py branch from 56c8412 to 1dd21ff Compare December 5, 2025 09:57

chore(profiling): improve typing in memalloc.py #15500

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chore(profiling): improve typing in memalloc.py #15500

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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

✅ upper_noaspect

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

chore(profiling): improve typing in `memalloc.py` #15500

chore(profiling): improve typing in `memalloc.py` #15500

KowalskiThomas commented Dec 3, 2025 •

edited

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github-actions bot commented Dec 3, 2025 •

edited

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