chore(profiling): improve typing in _asyncio.py #15506

KowalskiThomas · 2025-12-03T22:27:52Z

Description

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

This improves typing for the _asyncio.py module. Note that the result is somewhat verbose, which I'm not a fan of, but honestly I'm not quite sure how to make things much better.

Two ideas I had for typing:

import typing as t to make lines shorter...
... or from typing import Any, Callable, ... to get rid of the qualification altogether

For asyncio:

Currently I import asyncio as aio for type checking, which isn't great since we also import it as asyncio (but can't use the asyncio name in the import wrapper...)
We could do the same and do from asyncio import Task, ... for type checking. I think this could be OK.

github-actions · 2025-12-03T22:28:27Z

CODEOWNERS have been resolved as:

ddtrace/profiling/_asyncio.py                                           @DataDog/profiling-python

github-actions · 2025-12-03T22:59:46Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 242 ± 3 ms.

The average import time from base is: 248 ± 5 ms.

The import time difference between this PR and base is: -5.3 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.938 ms (1.21%)

ddtrace.bootstrap.sitecustomize 1.554 ms (0.64%)

ddtrace.bootstrap.preload 1.554 ms (0.64%)

ddtrace.internal.remoteconfig.client 0.751 ms (0.31%)

ddtrace 1.384 ms (0.57%)

ddtrace._logger 0.698 ms (0.29%)

ddtrace.internal.telemetry 0.698 ms (0.29%)

ddtrace.internal.telemetry.writer 0.698 ms (0.29%)

ddtrace.internal.utils.version 0.698 ms (0.29%)

ddtrace.version 0.698 ms (0.29%)

ddtrace.internal._unpatched 0.033 ms (0.01%)

json 0.033 ms (0.01%)

json.decoder 0.033 ms (0.01%)

re 0.033 ms (0.01%)

enum 0.033 ms (0.01%)

types 0.033 ms (0.01%)

pr-commenter · 2025-12-03T23:15:23Z

Performance SLOs

Comparing candidate kowalski/chore-profiling-improve-typing-in-_asyncio-py (b496b13) with baseline main (a5d1649)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.399µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ add_inplace_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.1%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.5%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ add_noaspect

Time: ✅ 0.281µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +2.0%

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

✅ bytearray_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.6%

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

✅ bytearray_extend_aspect

Time: ✅ 1.497µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -1.3%

Memory: ✅ 39.970MB (SLO: <41.500MB -3.7%) vs baseline: +3.8%

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: ~same

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.2%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +5.2%

✅ bytes_aspect

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.0%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ bytes_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

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

✅ bytesio_aspect

Time: ✅ 1.333µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.4%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ capitalize_aspect

Time: ✅ 0.743µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.6%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

✅ capitalize_noaspect

Time: ✅ 0.434µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.3%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ casefold_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.7%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.5%

✅ casefold_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.5%

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

✅ decode_aspect

Time: ✅ 0.730µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +1.2%

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

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.6%

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

✅ encode_aspect

Time: ✅ 0.713µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.4%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ format_aspect

Time: ✅ 3.416µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -1.3%

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

✅ format_map_aspect

Time: ✅ 3.539µs (SLO: <10.000µs 📉 -64.6%) vs baseline: -1.8%

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

✅ format_map_noaspect

Time: ✅ 0.781µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.6%

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

✅ format_noaspect

Time: ✅ 0.597µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.2%

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

✅ index_aspect

Time: ✅ 0.354µs (SLO: <10.000µs 📉 -96.5%) vs baseline: -1.1%

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

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.6%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.9%

✅ join_aspect

Time: ✅ 1.330µs (SLO: <10.000µs 📉 -86.7%) vs baseline: ~same

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

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.7%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ ljust_aspect

Time: ✅ 2.629µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +3.0%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ ljust_noaspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.6%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ lower_aspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +2.3%

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

✅ lower_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.6%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ lstrip_aspect

Time: ✅ 2.254µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.6%

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

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.6%

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

✅ modulo_aspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +4.2%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.545µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ modulo_aspect_for_bytes

Time: ✅ 0.973µs (SLO: <10.000µs 📉 -90.3%) vs baseline: ~same

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.2%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.233µs (SLO: <10.000µs 📉 -87.7%) vs baseline: +1.1%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ modulo_noaspect

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.2%

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

✅ replace_aspect

Time: ✅ 4.853µs (SLO: <10.000µs 📉 -51.5%) vs baseline: -1.7%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ replace_noaspect

Time: ✅ 0.464µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.7%

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

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.2%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.0%

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.7%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.7%

✅ rstrip_aspect

Time: ✅ 1.947µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.4%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.2%

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.7%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ slice_aspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.5%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ slice_noaspect

Time: ✅ 0.443µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.8%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

✅ stringio_aspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +1.1%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.6%

✅ stringio_noaspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.8%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ strip_aspect

Time: ✅ 2.241µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.2%

Memory: ✅ 40.383MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

✅ strip_noaspect

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

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

✅ swapcase_aspect

Time: ✅ 2.777µs (SLO: <10.000µs 📉 -72.2%) vs baseline: 📈 +14.7%

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

✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.7%) vs baseline: +0.2%

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

✅ title_aspect

Time: ✅ 2.437µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +2.9%

Memory: ✅ 40.010MB (SLO: <41.500MB -3.6%) vs baseline: +4.2%

✅ title_noaspect

Time: ✅ 0.506µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.1%

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

✅ translate_aspect

Time: ✅ 3.280µs (SLO: <10.000µs 📉 -67.2%) vs baseline: -0.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ translate_noaspect

Time: ✅ 1.038µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.4%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 2.314µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +1.8%

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

✅ upper_noaspect

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

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

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.185µs (SLO: <10.000µs 📉 -48.2%) vs baseline: 📈 +25.8%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ ospathbasename_noaspect

Time: ✅ 1.086µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.8%

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

✅ ospathjoin_aspect

Time: ✅ 6.174µs (SLO: <10.000µs 📉 -38.3%) vs baseline: +0.4%

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

✅ ospathjoin_noaspect

Time: ✅ 2.294µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ ospathnormcase_aspect

Time: ✅ 3.448µs (SLO: <10.000µs 📉 -65.5%) vs baseline: +0.6%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.6%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ ospathsplit_aspect

Time: ✅ 4.721µs (SLO: <10.000µs 📉 -52.8%) vs baseline: -1.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.3%

✅ ospathsplit_noaspect

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

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.643µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -0.3%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.5%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +1.3%

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

✅ ospathsplitext_aspect

Time: ✅ 4.504µs (SLO: <10.000µs 📉 -55.0%) vs baseline: -1.4%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.386µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.5%

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

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.409µs (SLO: <20.000µs 📉 -83.0%) vs baseline: 📈 +16.6%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.1%

✅ 1-count-metrics-100-times

Time: ✅ 201.889µs (SLO: <220.000µs -8.2%) vs baseline: -2.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.297µs (SLO: <20.000µs 📉 -83.5%) vs baseline: -1.1%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 217.723µs (SLO: <230.000µs -5.3%) vs baseline: +0.2%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.1%

✅ 1-gauge-metric-1-times

Time: ✅ 2.160µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -1.1%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 135.862µs (SLO: <150.000µs -9.4%) vs baseline: -0.7%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.078µs (SLO: <20.000µs 📉 -84.6%) vs baseline: -0.3%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ 1-rate-metrics-100-times

Time: ✅ 218.015µs (SLO: <250.000µs 📉 -12.8%) vs baseline: -0.2%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.294ms (SLO: <22.000ms -7.8%) vs baseline: +0.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.5%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.263ms (SLO: <2.300ms 🟡 -1.6%) vs baseline: +0.1%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +3.8%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.406ms (SLO: <1.550ms -9.3%) vs baseline: -0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.3%

✅ 100-rate-metrics-100-times

Time: ✅ 2.224ms (SLO: <2.550ms 📉 -12.8%) vs baseline: +0.2%

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

✅ flush-1-metric

Time: ✅ 4.607µs (SLO: <20.000µs 📉 -77.0%) vs baseline: ~same

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

✅ flush-100-metrics

Time: ✅ 174.960µs (SLO: <250.000µs 📉 -30.0%) vs baseline: +0.1%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.9%

✅ flush-1000-metrics

Time: ✅ 2.169ms (SLO: <2.500ms 📉 -13.3%) vs baseline: -0.5%

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

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.311µs (SLO: <20.000µs 📉 -33.4%) vs baseline: +0.9%

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

✅ context_with_data_no_listeners

Time: ✅ 3.306µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +1.0%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.3%

✅ get_item_missing

Time: ✅ 0.634µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.6%

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

✅ set_item

Time: ✅ 23.958µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -1.2%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.601ms (SLO: <22.300ms 📉 -12.1%) vs baseline: +0.7%

Memory: ✅ 67.987MB (SLO: <70.500MB -3.6%) vs baseline: +4.6%

✅ exception-replay-enabled

Time: ✅ 1.367ms (SLO: <1.450ms -5.7%) vs baseline: +0.5%

Memory: ✅ 66.207MB (SLO: <67.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.518ms (SLO: <22.250ms 📉 -12.3%) vs baseline: -0.4%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.5%

✅ profiler

Time: ✅ 15.446ms (SLO: <16.550ms -6.7%) vs baseline: ~same

Memory: ✅ 56.251MB (SLO: <57.500MB -2.2%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 19.534ms (SLO: <21.750ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 68.007MB (SLO: <70.500MB -3.5%) vs baseline: +4.6%

✅ span-code-origin

Time: ✅ 19.723ms (SLO: <28.200ms 📉 -30.1%) vs baseline: -0.2%

Memory: ✅ 68.055MB (SLO: <71.000MB -4.1%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.548ms (SLO: <21.750ms 📉 -10.1%) vs baseline: ~same

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.5%

✅ tracer-and-profiler

Time: ✅ 21.349ms (SLO: <23.500ms -9.2%) vs baseline: -0.1%

Memory: ✅ 69.285MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.703ms (SLO: <21.500ms -8.4%) vs baseline: +0.2%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.5%

✅ tracer-minimal

Time: ✅ 16.796ms (SLO: <17.500ms -4.0%) vs baseline: +0.2%

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

✅ tracer-native

Time: ✅ 19.447ms (SLO: <21.750ms 📉 -10.6%) vs baseline: -0.1%

Memory: ✅ 67.889MB (SLO: <72.500MB -6.4%) vs baseline: +4.4%

✅ tracer-no-caches

Time: ✅ 17.577ms (SLO: <19.650ms 📉 -10.5%) vs baseline: -0.2%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.102ms (SLO: <20.100ms -5.0%) vs baseline: -0.3%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 19.292ms (SLO: <21.500ms 📉 -10.3%) vs baseline: +0.3%

Memory: ✅ 67.692MB (SLO: <70.000MB -3.3%) vs baseline: +4.7%

✅ tracer-no-templates

Time: ✅ 19.511ms (SLO: <22.000ms 📉 -11.3%) vs baseline: +0.6%

Memory: ✅ 67.925MB (SLO: <70.500MB -3.7%) vs baseline: +5.1%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.282ms (SLO: <19.850ms 📉 -18.0%) vs baseline: -0.2%

Memory: ✅ 69.702MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 16.343ms (SLO: <19.400ms 📉 -15.8%) vs baseline: +0.2%

Memory: ✅ 69.743MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.335ms (SLO: <19.450ms 📉 -16.0%) vs baseline: +0.1%

Memory: ✅ 69.773MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.062ms (SLO: <2.300ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 55.561MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 2.075ms (SLO: <2.250ms -7.8%) vs baseline: +0.2%

Memory: ✅ 55.620MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 55.404MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.382ms (SLO: <4.750ms 📉 -28.8%) vs baseline: -0.2%

Memory: ✅ 55.511MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.3%

Memory: ✅ 55.865MB (SLO: <66.500MB 📉 -16.0%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 3.393ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.2%

Memory: ✅ 55.454MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.871ms (SLO: <2.000ms -6.5%) vs baseline: +0.1%

Memory: ✅ 47.958MB (SLO: <49.500MB -3.1%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.3%) vs baseline: ~same

Memory: ✅ 44.634MB (SLO: <49.000MB -8.9%) vs baseline: +4.7%

✅ profiler

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

Memory: ✅ 48.824MB (SLO: <50.000MB -2.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.356ms (SLO: <3.650ms -8.1%) vs baseline: ~same

Memory: ✅ 55.535MB (SLO: <56.000MB 🟡 -0.8%) vs baseline: +5.1%

✅ tracer

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

Memory: ✅ 55.529MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.378ms (SLO: <3.650ms -7.4%) vs baseline: +0.2%

Memory: ✅ 55.571MB (SLO: <60.000MB -7.4%) vs baseline: +5.0%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.060ms (SLO: <4.200ms 📉 -51.0%) vs baseline: +0.1%

Memory: ✅ 55.345MB (SLO: <66.000MB 📉 -16.1%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.070ms (SLO: <2.800ms 📉 -26.1%) vs baseline: +0.3%

Memory: ✅ 55.443MB (SLO: <62.500MB 📉 -11.3%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.250ms -8.4%) vs baseline: ~same

Memory: ✅ 55.463MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.519µs (SLO: <100.000µs 📉 -18.5%) vs baseline: +0.6%

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

✅ b3_headers

Time: ✅ 14.277µs (SLO: <20.000µs 📉 -28.6%) vs baseline: +0.8%

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

✅ b3_single_headers

Time: ✅ 13.466µs (SLO: <20.000µs 📉 -32.7%) vs baseline: +1.7%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.839µs (SLO: <80.000µs 📉 -20.2%) vs baseline: +0.2%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.103µs (SLO: <80.000µs 📉 -17.4%) vs baseline: +0.2%

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

✅ empty_headers

Time: ✅ 1.641µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +1.9%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.787µs (SLO: <30.000µs 📉 -24.0%) vs baseline: +1.6%

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

✅ invalid_priority_header

Time: ✅ 6.504µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.7%

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

✅ invalid_span_id_header

Time: ✅ 6.510µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.5%

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

✅ invalid_tags_header

Time: ✅ 6.517µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.8%

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

✅ invalid_trace_id_header

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.680µs (SLO: <30.000µs -7.7%) vs baseline: ~same

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

✅ large_valid_headers_all

Time: ✅ 28.697µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.4%

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

✅ medium_header_no_matches

Time: ✅ 9.910µs (SLO: <20.000µs 📉 -50.5%) vs baseline: ~same

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

✅ medium_valid_headers_all

Time: ✅ 11.278µs (SLO: <20.000µs 📉 -43.6%) vs baseline: -0.1%

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

✅ none_propagation_style

Time: ✅ 1.729µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +0.9%

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

✅ tracecontext_headers

Time: ✅ 34.846µs (SLO: <40.000µs 📉 -12.9%) vs baseline: +0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ valid_headers_all

Time: ✅ 6.514µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.1%

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

✅ valid_headers_basic

Time: ✅ 6.130µs (SLO: <10.000µs 📉 -38.7%) vs baseline: -0.1%

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

✅ wsgi_empty_headers

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.3%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.598µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.8%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.621µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.5%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.2%

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

✅ wsgi_invalid_trace_id_header

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

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.798µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.812µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.5%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.211µs (SLO: <20.000µs 📉 -48.9%) vs baseline: -0.1%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.718µs (SLO: <20.000µs 📉 -41.4%) vs baseline: -0.3%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.584µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.3%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.153µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.8%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.106µs (SLO: <30.000µs 📉 -26.3%) vs baseline: +4.7%

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

✅ with_all

Time: ✅ 28.011µs (SLO: <40.000µs 📉 -30.0%) vs baseline: +0.6%

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

✅ with_dd_origin

Time: ✅ 24.881µs (SLO: <30.000µs 📉 -17.1%) vs baseline: +0.4%

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

✅ with_priority_and_origin

Time: ✅ 24.301µs (SLO: <40.000µs 📉 -39.2%) vs baseline: -0.5%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.1%

✅ with_sampling_priority

Time: ✅ 21.182µs (SLO: <30.000µs 📉 -29.4%) vs baseline: -0.5%

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

✅ with_tags

Time: ✅ 25.948µs (SLO: <40.000µs 📉 -35.1%) vs baseline: -0.5%

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

✅ with_tags_invalid

Time: ✅ 27.307µs (SLO: <40.000µs 📉 -31.7%) vs baseline: -0.5%

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

✅ with_tags_max_size

Time: ✅ 26.493µs (SLO: <40.000µs 📉 -33.8%) vs baseline: ~same

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

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.169µs (SLO: <40.000µs 📉 -14.6%) vs baseline: +6.3%

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

✅ re_expand_noaspect

Time: ✅ 28.712µs (SLO: <40.000µs 📉 -28.2%) vs baseline: -0.7%

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

✅ re_findall_aspect

Time: ✅ 2.947µs (SLO: <10.000µs 📉 -70.5%) vs baseline: +1.0%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +5.2%

✅ re_findall_noaspect

Time: ✅ 1.409µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

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

✅ re_finditer_aspect

Time: ✅ 4.478µs (SLO: <10.000µs 📉 -55.2%) vs baseline: +0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.405µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.4%

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

✅ re_fullmatch_aspect

Time: ✅ 2.730µs (SLO: <10.000µs 📉 -72.7%) vs baseline: -0.1%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.334µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.2%

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

✅ re_group_aspect

Time: ✅ 3.002µs (SLO: <10.000µs 📉 -70.0%) vs baseline: -0.2%

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

✅ re_group_noaspect

Time: ✅ 1.630µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +0.2%

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

✅ re_groups_aspect

Time: ✅ 3.102µs (SLO: <10.000µs 📉 -69.0%) vs baseline: -0.9%

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

✅ re_groups_noaspect

Time: ✅ 1.719µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.5%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.4%

✅ re_match_aspect

Time: ✅ 2.777µs (SLO: <10.000µs 📉 -72.2%) vs baseline: +1.7%

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

✅ re_match_noaspect

Time: ✅ 1.326µs (SLO: <10.000µs 📉 -86.7%) vs baseline: ~same

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +5.1%

✅ re_search_aspect

Time: ✅ 2.594µs (SLO: <10.000µs 📉 -74.1%) vs baseline: +0.5%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ re_search_noaspect

Time: ✅ 1.195µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.1%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

✅ re_sub_aspect

Time: ✅ 3.575µs (SLO: <10.000µs 📉 -64.3%) vs baseline: +3.2%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ re_sub_noaspect

Time: ✅ 1.527µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.5%

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

✅ re_subn_aspect

Time: ✅ 3.721µs (SLO: <10.000µs 📉 -62.8%) vs baseline: +1.1%

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

✅ re_subn_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.5%

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

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.502µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +3.7%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ rsplit_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.2%

✅ split_aspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.4%

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

✅ split_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.8%

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

✅ splitlines_aspect

Time: ✅ 1.415µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

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

✅ splitlines_noaspect

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.9%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.643ms (SLO: <47.150ms 📉 -15.9%) vs baseline: +0.4%

Memory: ✅ 39.639MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.4%

✅ add-metrics

Time: ✅ 261.027ms (SLO: <344.800ms 📉 -24.3%) vs baseline: -0.1%

Memory: ✅ 43.825MB (SLO: <47.500MB -7.7%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 316.393ms (SLO: <321.000ms 🟡 -1.4%) vs baseline: -0.4%

Memory: ✅ 43.723MB (SLO: <47.500MB -8.0%) vs baseline: +4.8%

✅ get-context

Time: ✅ 79.967ms (SLO: <92.350ms 📉 -13.4%) vs baseline: +0.1%

Memory: ✅ 39.715MB (SLO: <46.500MB 📉 -14.6%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 37.151ms (SLO: <44.500ms 📉 -16.5%) vs baseline: -0.7%

Memory: ✅ 39.496MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 58.261ms (SLO: <67.650ms 📉 -13.9%) vs baseline: -0.1%

Memory: ✅ 39.862MB (SLO: <47.000MB 📉 -15.2%) vs baseline: +4.9%

✅ set-status

Time: ✅ 43.733ms (SLO: <50.400ms 📉 -13.2%) vs baseline: +0.4%

Memory: ✅ 39.367MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.8%

✅ start

Time: ✅ 37.535ms (SLO: <43.450ms 📉 -13.6%) vs baseline: +3.4%

Memory: ✅ 39.473MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 82.228ms (SLO: <88.000ms -6.6%) vs baseline: +0.2%

Memory: ✅ 37.277MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 83.255ms (SLO: <89.000ms -6.5%) vs baseline: -0.5%

Memory: ✅ 37.316MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.7%

✅ update-name

Time: ✅ 38.012ms (SLO: <45.150ms 📉 -15.8%) vs baseline: ~same

Memory: ✅ 39.599MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +4.8%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.2%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.427µs (SLO: <10.000µs 📉 -75.7%) vs baseline: -0.8%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ long_window

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.2%

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

✅ low_rate_limit

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

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

✅ no_rate_limit

Time: ✅ 0.826µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.4%

✅ short_window

Time: ✅ 2.488µs (SLO: <10.000µs 📉 -75.1%) vs baseline: ~same

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.1%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.824ms (SLO: <320.950ms -3.8%) vs baseline: ~same

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

✅ deep-profiled

Time: ✅ 327.706ms (SLO: <359.150ms -8.8%) vs baseline: -0.2%

Memory: ✅ 39.793MB (SLO: <40.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ 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: ✅ 0.949ms (SLO: <1.050ms -9.6%) vs baseline: +1.2%

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

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.483µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +1.0%

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

✅ high_match

Time: ✅ 175.223µs (SLO: <480.000µs 📉 -63.5%) vs baseline: +0.9%

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

✅ low_match

Time: ✅ 98.433µs (SLO: <120.000µs 📉 -18.0%) vs baseline: +0.4%

Memory: ✅ 603.451MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.672ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.2%

Memory: ✅ 70.969MB (SLO: <75.000MB -5.4%) vs baseline: +4.8%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.604µs (SLO: <20.000µs 📉 -47.0%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.6%

✅ all-enabled

Time: ✅ 40.898µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +1.6%

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

✅ collectipvariant_exists

Time: ✅ 40.700µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.4%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.8%

✅ no-collectipvariant

Time: ✅ 40.140µs (SLO: <50.000µs 📉 -19.7%) vs baseline: ~same

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.1%

✅ no-useragentvariant

Time: ✅ 38.801µs (SLO: <50.000µs 📉 -22.4%) vs baseline: -0.4%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +5.1%

✅ obfuscation-no-query

Time: ✅ 40.541µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.6%

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.1%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.784µs (SLO: <90.000µs 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.579µs (SLO: <90.000µs 📉 -14.9%) vs baseline: -0.1%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.016µs (SLO: <170.000µs -9.4%) vs baseline: -0.2%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.814µs (SLO: <160.000µs -7.0%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.700µs (SLO: <170.000µs -9.0%) vs baseline: -0.1%

Memory: ✅ 35.527MB (SLO: <36.500MB -2.7%) vs baseline: +4.6%

✅ useragentvariant_exists_1

Time: ✅ 39.541µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.6%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.8%

✅ useragentvariant_exists_2

Time: ✅ 40.454µs (SLO: <50.000µs 📉 -19.1%) vs baseline: -0.8%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.718µs (SLO: <50.000µs 📉 -20.6%) vs baseline: -1.0%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.636µs (SLO: <50.000µs 📉 -20.7%) vs baseline: -0.5%

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

✅ useragentvariant_not_exists_2

Time: ✅ 39.516µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.3%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.6%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.291ms (SLO: <32.950ms 📉 -11.1%) vs baseline: +0.6%

Memory: ✅ 35.901MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.5%

✅ medium

Time: ✅ 2.871ms (SLO: <3.200ms 📉 -10.3%) vs baseline: -1.1%

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

✅ small

Time: ✅ 332.021µs (SLO: <370.000µs 📉 -10.3%) vs baseline: +1.5%

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

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.494µs (SLO: <170.000µs -9.1%) vs baseline: -0.2%

Memory: ✅ 39.472MB (SLO: <41.000MB -3.7%) vs baseline: +5.1%

✅ import_many_cached

Time: ✅ 121.198µs (SLO: <130.000µs -6.8%) vs baseline: +0.3%

Memory: ✅ 39.507MB (SLO: <41.000MB -3.6%) vs baseline: +4.7%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -57.0%) vs baseline: -0.4%

Memory: ✅ 39.498MB (SLO: <41.000MB -3.7%) vs baseline: +4.9%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: -0.6%

Memory: ✅ 39.407MB (SLO: <41.000MB -3.9%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 832.196µs (SLO: <890.000µs -6.5%) vs baseline: +0.2%

Memory: ✅ 39.668MB (SLO: <41.000MB -3.2%) vs baseline: +5.2%

✅ import_many_unknown_cached

Time: ✅ 796.939µs (SLO: <870.000µs -8.4%) vs baseline: +0.3%

Memory: ✅ 39.600MB (SLO: <41.000MB -3.4%) vs baseline: +4.6%

✅ import_one

Time: ✅ 19.838µs (SLO: <30.000µs 📉 -33.9%) vs baseline: +0.8%

Memory: ✅ 39.488MB (SLO: <41.000MB -3.7%) vs baseline: +4.7%

✅ import_one_cache

Time: ✅ 6.266µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.5%

Memory: ✅ 39.394MB (SLO: <41.000MB -3.9%) vs baseline: +4.0%

✅ import_one_stdlib

Time: ✅ 18.762µs (SLO: <20.000µs -6.2%) vs baseline: +0.3%

Memory: ✅ 39.379MB (SLO: <41.000MB -4.0%) vs baseline: +4.2%

✅ import_one_stdlib_cache

Time: ✅ 6.234µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -0.6%

Memory: ✅ 39.588MB (SLO: <41.000MB -3.4%) vs baseline: +5.1%

✅ import_one_unknown

Time: ✅ 45.316µs (SLO: <50.000µs -9.4%) vs baseline: -0.3%

Memory: ✅ 39.442MB (SLO: <41.000MB -3.8%) vs baseline: +4.7%

✅ import_one_unknown_cache

Time: ✅ 6.274µs (SLO: <10.000µs 📉 -37.3%) vs baseline: +0.2%

Memory: ✅ 39.512MB (SLO: <41.000MB -3.6%) vs baseline: +4.9%

✅ All Tests Passing (4 suites)

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.807µs (SLO: <60.000µs 📉 -18.7%) vs baseline: -0.2%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +4.8%

✅ propagation_enabled

Time: ✅ 175.904µs (SLO: <190.000µs -7.4%) vs baseline: ~same

Memory: ✅ 40.187MB (SLO: <42.000MB -4.3%) vs baseline: +5.2%

✅ propagation_enabled_100

Time: ✅ 1.911ms (SLO: <2.300ms 📉 -16.9%) vs baseline: -0.9%

Memory: ✅ 40.088MB (SLO: <42.000MB -4.6%) vs baseline: +5.0%

✅ propagation_enabled_1000

Time: ✅ 32.480ms (SLO: <34.550ms -6.0%) vs baseline: -0.1%

Memory: ✅ 40.049MB (SLO: <42.000MB -4.6%) vs baseline: +4.8%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.443ms (SLO: <42.000ms -3.7%) vs baseline: +0.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ add-link

Time: ✅ 36.441ms (SLO: <38.550ms -5.5%) vs baseline: +0.8%

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

✅ add-metrics

Time: ✅ 218.845ms (SLO: <232.000ms -5.7%) vs baseline: -1.0%

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

✅ add-tags

Time: ✅ 214.348ms (SLO: <221.600ms -3.3%) vs baseline: +0.9%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.268ms (SLO: <31.300ms -6.5%) vs baseline: +0.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 29.099ms (SLO: <31.000ms -6.1%) vs baseline: -0.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 62.989ms (SLO: <65.850ms -4.3%) vs baseline: ~same

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ set-status

Time: ✅ 32.107ms (SLO: <34.150ms -6.0%) vs baseline: +0.4%

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

✅ start

Time: ✅ 29.452ms (SLO: <30.150ms -2.3%) vs baseline: +2.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 33.974ms (SLO: <35.350ms -3.9%) vs baseline: -0.1%

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

✅ start-finish-telemetry

Time: ✅ 34.066ms (SLO: <35.450ms -3.9%) vs baseline: -0.2%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +4.4%

✅ update-name

Time: ✅ 31.314ms (SLO: <33.400ms -6.2%) vs baseline: +0.5%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.175ms (SLO: <354.300ms -2.9%) vs baseline: -1.1%

Memory: ✅ 41.581MB (SLO: <41.500MB +0.2%) vs baseline: +4.5%

✅ cache_on

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.5%

Memory: ✅ 39.834MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 18.310ms (SLO: <22.500ms 📉 -18.6%) vs baseline: +0.4%

Memory: ✅ 36.942MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 88.471ms (SLO: <93.500ms -5.4%) vs baseline: ~same

Memory: ✅ 41.012MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 142.523ms (SLO: <155.000ms -8.0%) vs baseline: +0.2%

Memory: ✅ 41.028MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.6%

✅ get-context

Time: ✅ 17.019ms (SLO: <20.500ms 📉 -17.0%) vs baseline: +0.2%

Memory: ✅ 36.721MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 17.197ms (SLO: <20.500ms 📉 -16.1%) vs baseline: ~same

Memory: ✅ 36.783MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 36.636ms (SLO: <40.000ms -8.4%) vs baseline: +0.4%

Memory: ✅ 37.298MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.7%

✅ set-status

Time: ✅ 18.687ms (SLO: <22.000ms 📉 -15.1%) vs baseline: -0.4%

Memory: ✅ 36.704MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ start

Time: ✅ 17.433ms (SLO: <20.500ms 📉 -15.0%) vs baseline: +2.7%

Memory: ✅ 36.742MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.076ms (SLO: <52.500ms -2.7%) vs baseline: -0.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 52.432ms (SLO: <54.500ms -3.8%) vs baseline: -0.4%

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

✅ start-finish-traceid128

Time: ✅ 54.340ms (SLO: <57.000ms -4.7%) vs baseline: -0.2%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 17.279ms (SLO: <22.500ms 📉 -23.2%) vs baseline: +0.1%

Memory: ✅ 36.702MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.324ms (SLO: <22.000ms 📉 -21.3%) vs baseline: -0.6%

Memory: ✅ 36.785MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

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 added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 3, 2025

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-_asyncio-py branch from 4245b86 to 00f488f Compare December 3, 2025 22:31

chore(profiling): improve typing in _asyncio.py

b496b13

KowalskiThomas force-pushed the kowalski/chore-profiling-improve-typing-in-_asyncio-py branch from 00f488f to b496b13 Compare December 4, 2025 09:17

KowalskiThomas added the Profiling Continous Profling label Dec 4, 2025

KowalskiThomas marked this pull request as ready for review December 4, 2025 09:40

KowalskiThomas requested a review from a team as a code owner December 4, 2025 09:40

KowalskiThomas requested review from r1viollet and vlad-scherbich December 4, 2025 09:40

taegyunkim approved these changes Dec 4, 2025

View reviewed changes

KowalskiThomas merged commit 3e56fb4 into main Dec 4, 2025
481 of 484 checks passed

KowalskiThomas deleted the kowalski/chore-profiling-improve-typing-in-_asyncio-py branch December 4, 2025 17:57

chore(profiling): improve typing in _asyncio.py #15506

chore(profiling): improve typing in _asyncio.py #15506

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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

KowalskiThomas commented Dec 3, 2025 •

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github-actions bot commented Dec 3, 2025 •

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pr-commenter bot commented Dec 3, 2025 •

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