chore(profiling): improve typing [backport 4.1] #15856

dd-octo-sts · 2026-01-06T08:51:22Z

Backport 929596a from #15796 to 4.1.

Description

This improves typing in a test file.

github-actions · 2026-01-06T08:51:54Z

CODEOWNERS have been resolved as:

tests/profiling/collector/pprof_utils.py                                @DataDog/profiling-python
tests/profiling/test_main.py                                            @DataDog/profiling-python

github-actions · 2026-01-06T09:27:14Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 246 ± 3 ms.

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

The import time difference between this PR and base is: -3.5 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.777 ms (1.13%)

ddtrace.bootstrap.sitecustomize 1.406 ms (0.57%)

ddtrace.bootstrap.preload 1.406 ms (0.57%)

ddtrace.internal.remoteconfig.client 0.641 ms (0.26%)

ddtrace 1.371 ms (0.56%)

ddtrace._logger 0.689 ms (0.28%)

ddtrace.internal.telemetry 0.689 ms (0.28%)

ddtrace.internal.telemetry.writer 0.689 ms (0.28%)

ddtrace.internal.utils.version 0.689 ms (0.28%)

ddtrace.version 0.689 ms (0.28%)

ddtrace.internal._unpatched 0.030 ms (0.01%)

json 0.030 ms (0.01%)

json.decoder 0.030 ms (0.01%)

re 0.030 ms (0.01%)

enum 0.030 ms (0.01%)

types 0.030 ms (0.01%)

pr-commenter · 2026-01-06T09:39:21Z

Performance SLOs

Comparing candidate backport-15796-to-4.1 (ebfab60) with baseline 4.1 (038b97b)

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 18.183µs (SLO: <20.000µs -9.1%) vs baseline: 📈 +21.4%

Memory: ✅ 42.861MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 15.105µs (SLO: <20.000µs 📉 -24.5%) vs baseline: +0.1%

Memory: ✅ 42.762MB (SLO: <43.250MB 🟡 -1.1%) vs baseline: +4.6%

✅ add_inplace_noaspect

Time: ✅ 0.337µs (SLO: <10.000µs 📉 -96.6%) vs baseline: -0.1%

Memory: ✅ 42.743MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ add_noaspect

Time: ✅ 0.548µs (SLO: <10.000µs 📉 -94.5%) vs baseline: +0.7%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 17.895µs (SLO: <30.000µs 📉 -40.4%) vs baseline: -0.3%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.4%

✅ bytearray_extend_aspect

Time: ✅ 23.700µs (SLO: <30.000µs 📉 -21.0%) vs baseline: -0.6%

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +4.0%

✅ bytearray_extend_noaspect

Time: ✅ 2.673µs (SLO: <10.000µs 📉 -73.3%) vs baseline: +0.7%

Memory: ✅ 42.743MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ bytearray_noaspect

Time: ✅ 1.444µs (SLO: <10.000µs 📉 -85.6%) vs baseline: -1.2%

Memory: ✅ 42.782MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ bytes_aspect

Time: ✅ 16.656µs (SLO: <20.000µs 📉 -16.7%) vs baseline: ~same

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ bytes_noaspect

Time: ✅ 1.402µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.2%

Memory: ✅ 42.743MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ bytesio_aspect

Time: ✅ 55.076µs (SLO: <70.000µs 📉 -21.3%) vs baseline: ~same

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.1%

✅ bytesio_noaspect

Time: ✅ 3.216µs (SLO: <10.000µs 📉 -67.8%) vs baseline: +0.8%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.0%

✅ capitalize_aspect

Time: ✅ 14.741µs (SLO: <20.000µs 📉 -26.3%) vs baseline: +0.7%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +3.9%

✅ capitalize_noaspect

Time: ✅ 2.563µs (SLO: <10.000µs 📉 -74.4%) vs baseline: -0.6%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ casefold_aspect

Time: ✅ 14.642µs (SLO: <20.000µs 📉 -26.8%) vs baseline: ~same

Memory: ✅ 42.821MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ casefold_noaspect

Time: ✅ 3.079µs (SLO: <10.000µs 📉 -69.2%) vs baseline: -0.9%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.2%

✅ decode_aspect

Time: ✅ 15.461µs (SLO: <30.000µs 📉 -48.5%) vs baseline: -0.6%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.2%

✅ decode_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.2%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.2%

✅ encode_aspect

Time: ✅ 18.305µs (SLO: <30.000µs 📉 -39.0%) vs baseline: 📈 +22.8%

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ encode_noaspect

Time: ✅ 1.466µs (SLO: <10.000µs 📉 -85.3%) vs baseline: -0.6%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 170.678µs (SLO: <200.000µs 📉 -14.7%) vs baseline: -0.1%

Memory: ✅ 43.037MB (SLO: <43.250MB 🟡 -0.5%) vs baseline: +4.8%

✅ format_map_aspect

Time: ✅ 191.345µs (SLO: <200.000µs -4.3%) vs baseline: +0.2%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.0%

✅ format_map_noaspect

Time: ✅ 3.739µs (SLO: <10.000µs 📉 -62.6%) vs baseline: ~same

Memory: ✅ 42.939MB (SLO: <43.250MB 🟡 -0.7%) vs baseline: +5.0%

✅ format_noaspect

Time: ✅ 3.208µs (SLO: <10.000µs 📉 -67.9%) vs baseline: -0.3%

Memory: ✅ 42.507MB (SLO: <43.250MB 🟡 -1.7%) vs baseline: +4.1%

✅ index_aspect

Time: ✅ 15.230µs (SLO: <20.000µs 📉 -23.8%) vs baseline: -0.4%

Memory: ✅ 42.821MB (SLO: <43.250MB 🟡 -1.0%) vs baseline: +4.6%

✅ index_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.3%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.6%

✅ join_aspect

Time: ✅ 16.811µs (SLO: <20.000µs 📉 -15.9%) vs baseline: -0.8%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.5%

✅ join_noaspect

Time: ✅ 1.496µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +0.6%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.5%

✅ ljust_aspect

Time: ✅ 20.750µs (SLO: <30.000µs 📉 -30.8%) vs baseline: -0.5%

Memory: ✅ 42.821MB (SLO: <43.250MB 🟡 -1.0%) vs baseline: +4.4%

✅ ljust_noaspect

Time: ✅ 2.670µs (SLO: <10.000µs 📉 -73.3%) vs baseline: +0.4%

Memory: ✅ 42.743MB (SLO: <43.250MB 🟡 -1.2%) vs baseline: +4.7%

✅ lower_aspect

Time: ✅ 17.828µs (SLO: <30.000µs 📉 -40.6%) vs baseline: +0.2%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ lower_noaspect

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

Memory: ✅ 42.703MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +4.4%

✅ lstrip_aspect

Time: ✅ 17.640µs (SLO: <20.000µs 📉 -11.8%) vs baseline: +0.2%

Memory: ✅ 42.939MB (SLO: <43.250MB 🟡 -0.7%) vs baseline: +4.8%

✅ lstrip_noaspect

Time: ✅ 1.829µs (SLO: <10.000µs 📉 -81.7%) vs baseline: -1.0%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ modulo_aspect

Time: ✅ 166.964µs (SLO: <200.000µs 📉 -16.5%) vs baseline: +0.4%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.6%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 180.072µs (SLO: <200.000µs -10.0%) vs baseline: +3.1%

Memory: ✅ 42.802MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +3.9%

✅ modulo_aspect_for_bytes

Time: ✅ 168.269µs (SLO: <200.000µs 📉 -15.9%) vs baseline: -0.2%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.4%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 171.952µs (SLO: <200.000µs 📉 -14.0%) vs baseline: +0.1%

Memory: ✅ 42.782MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 3.687µs (SLO: <10.000µs 📉 -63.1%) vs baseline: -0.6%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ replace_aspect

Time: ✅ 214.338µs (SLO: <300.000µs 📉 -28.6%) vs baseline: -0.2%

Memory: ✅ 43.057MB (SLO: <44.000MB -2.1%) vs baseline: +5.0%

✅ replace_noaspect

Time: ✅ 5.214µs (SLO: <10.000µs 📉 -47.9%) vs baseline: +0.5%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ repr_aspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.0%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ repr_noaspect

Time: ✅ 0.523µs (SLO: <10.000µs 📉 -94.8%) vs baseline: -0.3%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ rstrip_aspect

Time: ✅ 18.943µs (SLO: <30.000µs 📉 -36.9%) vs baseline: -0.8%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.5%

✅ rstrip_noaspect

Time: ✅ 1.900µs (SLO: <10.000µs 📉 -81.0%) vs baseline: +0.7%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 15.948µs (SLO: <20.000µs 📉 -20.3%) vs baseline: -0.2%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ slice_noaspect

Time: ✅ 0.596µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.2%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ stringio_aspect

Time: ✅ 53.747µs (SLO: <80.000µs 📉 -32.8%) vs baseline: -0.1%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ stringio_noaspect

Time: ✅ 3.532µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -0.1%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ strip_aspect

Time: ✅ 17.617µs (SLO: <20.000µs 📉 -11.9%) vs baseline: -0.2%

Memory: ✅ 43.018MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ strip_noaspect

Time: ✅ 1.833µs (SLO: <10.000µs 📉 -81.7%) vs baseline: +0.7%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ swapcase_aspect

Time: ✅ 18.325µs (SLO: <30.000µs 📉 -38.9%) vs baseline: -0.8%

Memory: ✅ 42.743MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.5%

✅ swapcase_noaspect

Time: ✅ 2.751µs (SLO: <10.000µs 📉 -72.5%) vs baseline: +0.2%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.2%

✅ title_aspect

Time: ✅ 18.186µs (SLO: <30.000µs 📉 -39.4%) vs baseline: +0.2%

Memory: ✅ 42.821MB (SLO: <43.000MB 🟡 -0.4%) vs baseline: +4.4%

✅ title_noaspect

Time: ✅ 2.639µs (SLO: <10.000µs 📉 -73.6%) vs baseline: -0.5%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.4%

✅ translate_aspect

Time: ✅ 23.904µs (SLO: <30.000µs 📉 -20.3%) vs baseline: 📈 +17.6%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ translate_noaspect

Time: ✅ 4.247µs (SLO: <10.000µs 📉 -57.5%) vs baseline: ~same

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ upper_aspect

Time: ✅ 17.882µs (SLO: <30.000µs 📉 -40.4%) vs baseline: +0.2%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ upper_noaspect

Time: ✅ 2.366µs (SLO: <10.000µs 📉 -76.3%) vs baseline: -0.4%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.6%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.271µs (SLO: <10.000µs 📉 -47.3%) vs baseline: 📈 +22.1%

Memory: ✅ 41.484MB (SLO: <43.500MB -4.6%) vs baseline: +5.2%

✅ ospathbasename_noaspect

Time: ✅ 4.410µs (SLO: <10.000µs 📉 -55.9%) vs baseline: +0.2%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

✅ ospathjoin_aspect

Time: ✅ 6.223µs (SLO: <10.000µs 📉 -37.8%) vs baseline: +0.2%

Memory: ✅ 41.504MB (SLO: <43.500MB -4.6%) vs baseline: +5.0%

✅ ospathjoin_noaspect

Time: ✅ 6.304µs (SLO: <10.000µs 📉 -37.0%) vs baseline: -0.8%

Memory: ✅ 41.465MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ ospathnormcase_aspect

Time: ✅ 3.624µs (SLO: <10.000µs 📉 -63.8%) vs baseline: -0.3%

Memory: ✅ 41.484MB (SLO: <43.500MB -4.6%) vs baseline: +5.0%

✅ ospathnormcase_noaspect

Time: ✅ 3.707µs (SLO: <10.000µs 📉 -62.9%) vs baseline: -0.4%

Memory: ✅ 41.524MB (SLO: <43.500MB -4.5%) vs baseline: +5.2%

✅ ospathsplit_aspect

Time: ✅ 4.960µs (SLO: <10.000µs 📉 -50.4%) vs baseline: -0.9%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

✅ ospathsplit_noaspect

Time: ✅ 5.097µs (SLO: <10.000µs 📉 -49.0%) vs baseline: -0.1%

Memory: ✅ 41.327MB (SLO: <43.500MB -5.0%) vs baseline: +4.7%

✅ ospathsplitdrive_aspect

Time: ✅ 3.843µs (SLO: <10.000µs 📉 -61.6%) vs baseline: -0.1%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.752µs (SLO: <10.000µs 📉 -92.5%) vs baseline: -1.1%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.8%

✅ ospathsplitext_aspect

Time: ✅ 4.685µs (SLO: <10.000µs 📉 -53.1%) vs baseline: -0.3%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 4.748µs (SLO: <10.000µs 📉 -52.5%) vs baseline: -0.2%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +5.1%

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.270µs (SLO: <20.000µs 📉 -33.6%) vs baseline: +0.3%

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

✅ context_with_data_no_listeners

Time: ✅ 3.253µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -0.6%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.3%

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

✅ get_item_missing

Time: ✅ 0.633µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.8%

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

✅ set_item

Time: ✅ 23.915µs (SLO: <30.000µs 📉 -20.3%) vs baseline: ~same

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.683ms (SLO: <22.300ms 📉 -11.7%) vs baseline: +0.4%

Memory: ✅ 68.177MB (SLO: <70.500MB -3.3%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.367ms (SLO: <1.450ms -5.8%) vs baseline: +0.2%

Memory: ✅ 66.226MB (SLO: <67.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ iast

Time: ✅ 19.621ms (SLO: <22.250ms 📉 -11.8%) vs baseline: -0.1%

Memory: ✅ 68.282MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.320ms (SLO: <16.550ms -7.4%) vs baseline: +0.5%

Memory: ✅ 56.458MB (SLO: <57.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.424ms (SLO: <21.750ms 📉 -10.7%) vs baseline: -0.8%

Memory: ✅ 68.232MB (SLO: <70.500MB -3.2%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 19.943ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.7%

Memory: ✅ 68.189MB (SLO: <71.000MB -4.0%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.594ms (SLO: <21.750ms -9.9%) vs baseline: ~same

Memory: ✅ 68.273MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 21.573ms (SLO: <23.500ms -8.2%) vs baseline: ~same

Memory: ✅ 69.343MB (SLO: <71.000MB -2.3%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.670ms (SLO: <21.500ms -8.5%) vs baseline: +0.6%

Memory: ✅ 68.282MB (SLO: <70.000MB -2.5%) vs baseline: +5.0%

✅ tracer-minimal

Time: ✅ 16.764ms (SLO: <17.500ms -4.2%) vs baseline: ~same

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

✅ tracer-native

Time: ✅ 19.584ms (SLO: <21.750ms -10.0%) vs baseline: +1.0%

Memory: ✅ 68.243MB (SLO: <72.500MB -5.9%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 17.567ms (SLO: <19.650ms 📉 -10.6%) vs baseline: +0.2%

Memory: ✅ 68.125MB (SLO: <70.000MB -2.7%) vs baseline: +5.2%

✅ tracer-no-databases

Time: ✅ 19.091ms (SLO: <20.100ms -5.0%) vs baseline: ~same

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

✅ tracer-no-middleware

Time: ✅ 19.288ms (SLO: <21.500ms 📉 -10.3%) vs baseline: +0.4%

Memory: ✅ 68.105MB (SLO: <70.000MB -2.7%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.634ms (SLO: <22.000ms 📉 -10.8%) vs baseline: +2.1%

Memory: ✅ 68.251MB (SLO: <70.500MB -3.2%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.293ms (SLO: <19.850ms 📉 -17.9%) vs baseline: ~same

Memory: ✅ 69.779MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.317ms (SLO: <19.400ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 69.764MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 16.336ms (SLO: <19.450ms 📉 -16.0%) vs baseline: +0.1%

Memory: ✅ 69.859MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.067ms (SLO: <2.300ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 55.660MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 2.075ms (SLO: <2.250ms -7.8%) vs baseline: ~same

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.069ms (SLO: <2.300ms 📉 -10.1%) vs baseline: +0.2%

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.377ms (SLO: <4.750ms 📉 -28.9%) vs baseline: -0.3%

Memory: ✅ 55.540MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 2.867ms (SLO: <6.750ms 📉 -57.5%) vs baseline: +0.5%

Memory: ✅ 55.600MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +4.6%

✅ appsec-telemetry

Time: ✅ 3.386ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +0.5%

Memory: ✅ 55.740MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.868ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 47.861MB (SLO: <49.500MB -3.3%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.864ms (SLO: <2.000ms -6.8%) vs baseline: +0.2%

Memory: ✅ 44.614MB (SLO: <49.000MB -9.0%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.902ms (SLO: <2.100ms -9.4%) vs baseline: +0.1%

Memory: ✅ 48.762MB (SLO: <50.000MB -2.5%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: +0.2%

Memory: ✅ 55.721MB (SLO: <56.000MB 🟡 -0.5%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: +0.2%

Memory: ✅ 55.644MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +5.1%

✅ tracer-native

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: +0.1%

Memory: ✅ 55.562MB (SLO: <60.000MB -7.4%) vs baseline: +4.7%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.061ms (SLO: <4.200ms 📉 -50.9%) vs baseline: ~same

Memory: ✅ 55.758MB (SLO: <66.000MB 📉 -15.5%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.069ms (SLO: <2.800ms 📉 -26.1%) vs baseline: +0.2%

Memory: ✅ 55.758MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.250ms -8.1%) vs baseline: +0.4%

Memory: ✅ 55.679MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +5.0%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.297µs (SLO: <100.000µs 📉 -18.7%) vs baseline: -0.5%

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

✅ b3_headers

Time: ✅ 14.100µs (SLO: <20.000µs 📉 -29.5%) vs baseline: ~same

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

✅ b3_single_headers

Time: ✅ 13.228µs (SLO: <20.000µs 📉 -33.9%) vs baseline: +0.1%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.922µs (SLO: <80.000µs 📉 -20.1%) vs baseline: -0.5%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.343µs (SLO: <80.000µs 📉 -17.1%) vs baseline: ~same

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

✅ empty_headers

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.5%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.281µs (SLO: <30.000µs 📉 -25.7%) vs baseline: -0.3%

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

✅ invalid_priority_header

Time: ✅ 6.543µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.3%

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

✅ invalid_span_id_header

Time: ✅ 6.627µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +1.1%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.4%

✅ invalid_tags_header

Time: ✅ 6.596µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.9%

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

✅ invalid_trace_id_header

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.4%

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

✅ large_header_no_matches

Time: ✅ 27.660µs (SLO: <30.000µs -7.8%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ large_valid_headers_all

Time: ✅ 28.761µs (SLO: <40.000µs 📉 -28.1%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.926µs (SLO: <20.000µs 📉 -50.4%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ medium_valid_headers_all

Time: ✅ 11.356µs (SLO: <20.000µs 📉 -43.2%) vs baseline: +0.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.1%

✅ none_propagation_style

Time: ✅ 1.718µs (SLO: <10.000µs 📉 -82.8%) vs baseline: -0.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.3%

✅ tracecontext_headers

Time: ✅ 34.799µs (SLO: <40.000µs 📉 -13.0%) vs baseline: ~same

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

✅ valid_headers_all

Time: ✅ 6.575µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.6%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.6%

✅ valid_headers_basic

Time: ✅ 6.147µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +1.1%

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

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.6%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.602µs (SLO: <10.000µs 📉 -34.0%) vs baseline: ~same

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.603µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.1%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.605µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.2%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.601µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.1%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ wsgi_large_header_no_matches

Time: ✅ 28.754µs (SLO: <40.000µs 📉 -28.1%) vs baseline: ~same

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.983µs (SLO: <40.000µs 📉 -25.0%) vs baseline: +0.2%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.189µs (SLO: <20.000µs 📉 -49.1%) vs baseline: +0.4%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.811µs (SLO: <20.000µs 📉 -40.9%) vs baseline: +0.7%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ wsgi_valid_headers_all

Time: ✅ 6.627µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +0.6%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.189µs (SLO: <10.000µs 📉 -38.1%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.063µs (SLO: <30.000µs 📉 -26.5%) vs baseline: +6.1%

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

✅ with_all

Time: ✅ 27.974µs (SLO: <40.000µs 📉 -30.1%) vs baseline: +1.1%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ with_dd_origin

Time: ✅ 24.952µs (SLO: <30.000µs 📉 -16.8%) vs baseline: +1.9%

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

✅ with_priority_and_origin

Time: ✅ 24.258µs (SLO: <40.000µs 📉 -39.4%) vs baseline: +0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.2%

✅ with_sampling_priority

Time: ✅ 21.125µs (SLO: <30.000µs 📉 -29.6%) vs baseline: +0.9%

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

✅ with_tags

Time: ✅ 26.053µs (SLO: <40.000µs 📉 -34.9%) vs baseline: +0.7%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.1%

✅ with_tags_invalid

Time: ✅ 27.468µs (SLO: <40.000µs 📉 -31.3%) vs baseline: +0.9%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ with_tags_max_size

Time: ✅ 26.434µs (SLO: <40.000µs 📉 -33.9%) vs baseline: +0.4%

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

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.481ms (SLO: <47.150ms 📉 -14.1%) vs baseline: +0.1%

Memory: ✅ 39.509MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 261.130ms (SLO: <344.800ms 📉 -24.3%) vs baseline: -0.3%

Memory: ✅ 43.903MB (SLO: <47.500MB -7.6%) vs baseline: +5.3%

✅ add-tags

Time: ✅ 316.611ms (SLO: <321.000ms 🟡 -1.4%) vs baseline: -0.2%

Memory: ✅ 43.860MB (SLO: <47.500MB -7.7%) vs baseline: +5.3%

✅ get-context

Time: ✅ 80.493ms (SLO: <92.350ms 📉 -12.8%) vs baseline: +0.2%

Memory: ✅ 39.944MB (SLO: <46.500MB 📉 -14.1%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 37.906ms (SLO: <44.500ms 📉 -14.8%) vs baseline: ~same

Memory: ✅ 39.561MB (SLO: <47.500MB 📉 -16.7%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.854ms (SLO: <67.650ms 📉 -13.0%) vs baseline: -0.2%

Memory: ✅ 40.062MB (SLO: <47.000MB 📉 -14.8%) vs baseline: +4.7%

✅ set-status

Time: ✅ 44.270ms (SLO: <50.400ms 📉 -12.2%) vs baseline: -0.2%

Memory: ✅ 39.618MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.1%

✅ start

Time: ✅ 37.981ms (SLO: <43.450ms 📉 -12.6%) vs baseline: +2.3%

Memory: ✅ 39.516MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 82.978ms (SLO: <88.000ms -5.7%) vs baseline: -0.2%

Memory: ✅ 37.415MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 84.618ms (SLO: <89.000ms -4.9%) vs baseline: -0.3%

Memory: ✅ 37.434MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.7%

✅ update-name

Time: ✅ 38.802ms (SLO: <45.150ms 📉 -14.1%) vs baseline: ~same

Memory: ✅ 39.691MB (SLO: <47.000MB 📉 -15.6%) vs baseline: +4.6%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.6%

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

✅ high_rate_limit

Time: ✅ 2.403µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +0.8%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.4%

✅ long_window

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

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.6%

✅ low_rate_limit

Time: ✅ 2.378µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +0.6%

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

✅ no_rate_limit

Time: ✅ 0.825µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ short_window

Time: ✅ 2.482µs (SLO: <10.000µs 📉 -75.2%) vs baseline: ~same

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

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.755ms (SLO: <320.950ms -3.8%) vs baseline: -0.2%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.4%

✅ deep-profiled

Time: ✅ 326.317ms (SLO: <359.150ms -9.1%) vs baseline: ~same

Memory: ✅ 39.833MB (SLO: <40.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ medium

Time: ✅ 6.995ms (SLO: <7.400ms -5.5%) vs baseline: -0.2%

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

✅ shallow

Time: ✅ 0.949ms (SLO: <1.050ms -9.6%) vs baseline: +1.0%

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

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 136.575µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -0.7%

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

✅ high_match

Time: ✅ 173.795µs (SLO: <480.000µs 📉 -63.8%) vs baseline: ~same

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

✅ low_match

Time: ✅ 99.323µs (SLO: <120.000µs 📉 -17.2%) vs baseline: +0.7%

Memory: ✅ 603.563MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.670ms (SLO: <8.500ms 📉 -68.6%) vs baseline: ~same

Memory: ✅ 71.197MB (SLO: <75.000MB -5.1%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.514µs (SLO: <20.000µs 📉 -47.4%) vs baseline: ~same

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 40.796µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +1.3%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.710µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.8%

Memory: ✅ 35.802MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +5.1%

✅ no-collectipvariant

Time: ✅ 39.951µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -1.0%

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

✅ no-useragentvariant

Time: ✅ 38.741µs (SLO: <50.000µs 📉 -22.5%) vs baseline: -0.8%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.5%

✅ obfuscation-no-query

Time: ✅ 40.414µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -1.0%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.595µs (SLO: <90.000µs 📉 -16.0%) vs baseline: -0.6%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.368µs (SLO: <90.000µs 📉 -15.1%) vs baseline: -0.5%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.167µs (SLO: <170.000µs -9.3%) vs baseline: -0.2%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.8%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.589µs (SLO: <160.000µs -7.1%) vs baseline: -0.3%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.914µs (SLO: <170.000µs -8.9%) vs baseline: -0.1%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.6%

✅ useragentvariant_exists_1

Time: ✅ 39.420µs (SLO: <50.000µs 📉 -21.2%) vs baseline: -0.8%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.5%

✅ useragentvariant_exists_2

Time: ✅ 40.442µs (SLO: <50.000µs 📉 -19.1%) vs baseline: -1.1%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 39.838µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -1.2%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ useragentvariant_not_exists_1

Time: ✅ 39.545µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.8%

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

✅ useragentvariant_not_exists_2

Time: ✅ 39.507µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.7%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.092ms (SLO: <22.500ms 📉 -19.6%) vs baseline: -0.6%

Memory: ✅ 36.892MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 88.372ms (SLO: <93.500ms -5.5%) vs baseline: +0.7%

Memory: ✅ 41.283MB (SLO: <53.000MB 📉 -22.1%) vs baseline: +5.4%

✅ add-tags

Time: ✅ 141.276ms (SLO: <155.000ms -8.9%) vs baseline: -0.1%

Memory: ✅ 41.149MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.1%

✅ get-context

Time: ✅ 16.907ms (SLO: <20.500ms 📉 -17.5%) vs baseline: ~same

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

✅ is-recording

Time: ✅ 17.256ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +0.2%

Memory: ✅ 36.802MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 36.726ms (SLO: <40.000ms -8.2%) vs baseline: +0.5%

Memory: ✅ 37.396MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +4.8%

✅ set-status

Time: ✅ 18.638ms (SLO: <22.000ms 📉 -15.3%) vs baseline: -0.2%

Memory: ✅ 36.841MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.1%

✅ start

Time: ✅ 17.184ms (SLO: <20.500ms 📉 -16.2%) vs baseline: +2.8%

Memory: ✅ 36.836MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.024ms (SLO: <52.500ms -2.8%) vs baseline: ~same

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

✅ start-finish-telemetry

Time: ✅ 52.375ms (SLO: <54.500ms -3.9%) vs baseline: -0.1%

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

✅ start-finish-traceid128

Time: ✅ 54.157ms (SLO: <57.000ms -5.0%) vs baseline: -0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.5%

✅ start-traceid128

Time: ✅ 17.304ms (SLO: <22.500ms 📉 -23.1%) vs baseline: +0.6%

Memory: ✅ 36.863MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.2%

✅ update-name

Time: ✅ 17.334ms (SLO: <22.000ms 📉 -21.2%) vs baseline: ~same

Memory: ✅ 36.940MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.1%

🟡 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.326µs (SLO: <20.000µs 📉 -83.4%) vs baseline: +9.1%

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

✅ 1-count-metrics-100-times

Time: ✅ 201.508µs (SLO: <220.000µs -8.4%) vs baseline: -1.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ 1-distribution-metric-1-times

Time: ✅ 3.358µs (SLO: <20.000µs 📉 -83.2%) vs baseline: -2.1%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 217.760µs (SLO: <230.000µs -5.3%) vs baseline: -0.9%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.178µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -1.2%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.987µs (SLO: <150.000µs -8.7%) vs baseline: -0.4%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.124µs (SLO: <20.000µs 📉 -84.4%) vs baseline: -2.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ 1-rate-metrics-100-times

Time: ✅ 214.811µs (SLO: <250.000µs 📉 -14.1%) vs baseline: -1.6%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.236ms (SLO: <22.000ms -8.0%) vs baseline: -0.7%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.260ms (SLO: <2.550ms 📉 -11.4%) vs baseline: -2.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.5%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.406ms (SLO: <1.550ms -9.3%) vs baseline: +0.4%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.222ms (SLO: <2.550ms 📉 -12.9%) vs baseline: +0.8%

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

✅ flush-1-metric

Time: ✅ 4.591µs (SLO: <20.000µs 📉 -77.0%) vs baseline: -0.7%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.8%

✅ flush-100-metrics

Time: ✅ 173.826µs (SLO: <250.000µs 📉 -30.5%) vs baseline: +0.4%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.8%

✅ flush-1000-metrics

Time: ✅ 2.183ms (SLO: <2.500ms 📉 -12.7%) vs baseline: ~same

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.7%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.034ms (SLO: <32.950ms 📉 -11.9%) vs baseline: -0.8%

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

✅ medium

Time: ✅ 2.878ms (SLO: <3.200ms 📉 -10.1%) vs baseline: +0.6%

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

✅ small

Time: ✅ 331.131µs (SLO: <370.000µs 📉 -10.5%) vs baseline: +1.5%

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

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.602µs (SLO: <170.000µs -9.1%) vs baseline: -0.2%

Memory: ✅ 39.461MB (SLO: <43.000MB -8.2%) vs baseline: +5.1%

✅ import_many_cached

Time: ✅ 120.815µs (SLO: <130.000µs -7.1%) vs baseline: -0.5%

Memory: ✅ 39.493MB (SLO: <43.000MB -8.2%) vs baseline: +4.7%

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.8%) vs baseline: -0.2%

Memory: ✅ 39.710MB (SLO: <43.000MB -7.7%) vs baseline: +6.0%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: -0.7%

Memory: ✅ 39.429MB (SLO: <43.000MB -8.3%) vs baseline: +4.9%

✅ import_many_unknown

Time: ✅ 840.048µs (SLO: <890.000µs -5.6%) vs baseline: +1.8%

Memory: ✅ 39.547MB (SLO: <43.000MB -8.0%) vs baseline: +4.5%

✅ import_many_unknown_cached

Time: ✅ 791.824µs (SLO: <870.000µs -9.0%) vs baseline: -0.6%

Memory: ✅ 39.657MB (SLO: <43.000MB -7.8%) vs baseline: +5.7%

✅ import_one

Time: ✅ 19.891µs (SLO: <30.000µs 📉 -33.7%) vs baseline: +0.9%

Memory: ✅ 39.580MB (SLO: <43.000MB -8.0%) vs baseline: +5.0%

✅ import_one_cache

Time: ✅ 6.263µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.4%

Memory: ✅ 39.738MB (SLO: <43.000MB -7.6%) vs baseline: +5.5%

✅ import_one_stdlib

Time: ✅ 18.661µs (SLO: <20.000µs -6.7%) vs baseline: +0.1%

Memory: ✅ 39.598MB (SLO: <43.000MB -7.9%) vs baseline: +4.9%

✅ import_one_stdlib_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.2%

Memory: ✅ 39.391MB (SLO: <43.000MB -8.4%) vs baseline: +4.4%

✅ import_one_unknown

Time: ✅ 45.327µs (SLO: <50.000µs -9.3%) vs baseline: -0.3%

Memory: ✅ 39.493MB (SLO: <43.000MB -8.2%) vs baseline: +5.1%

✅ import_one_unknown_cache

Time: ✅ 6.305µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.7%

Memory: ✅ 39.332MB (SLO: <43.000MB -8.5%) vs baseline: +4.2%

✅ All Tests Passing (5 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 36.930µs (SLO: <40.000µs -7.7%) vs baseline: +6.0%

Memory: ✅ 41.524MB (SLO: <43.500MB -4.5%) vs baseline: +5.0%

✅ re_expand_noaspect

Time: ✅ 34.658µs (SLO: <40.000µs 📉 -13.4%) vs baseline: -1.0%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.5%

✅ re_findall_aspect

Time: ✅ 3.367µs (SLO: <10.000µs 📉 -66.3%) vs baseline: +0.3%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 3.263µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.7%

Memory: ✅ 41.327MB (SLO: <43.500MB -5.0%) vs baseline: +4.6%

✅ re_finditer_aspect

Time: ✅ 4.523µs (SLO: <10.000µs 📉 -54.8%) vs baseline: -1.0%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

✅ re_finditer_noaspect

Time: ✅ 3.295µs (SLO: <10.000µs 📉 -67.0%) vs baseline: -0.5%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.744µs (SLO: <10.000µs 📉 -72.6%) vs baseline: -0.9%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +5.0%

✅ re_fullmatch_noaspect

Time: ✅ 3.091µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +0.9%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ re_group_aspect

Time: ✅ 4.810µs (SLO: <10.000µs 📉 -51.9%) vs baseline: ~same

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 4.868µs (SLO: <10.000µs 📉 -51.3%) vs baseline: +0.4%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 4.872µs (SLO: <10.000µs 📉 -51.3%) vs baseline: ~same

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 4.923µs (SLO: <10.000µs 📉 -50.8%) vs baseline: -0.3%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ re_match_aspect

Time: ✅ 2.793µs (SLO: <10.000µs 📉 -72.1%) vs baseline: +0.4%

Memory: ✅ 41.465MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 3.074µs (SLO: <10.000µs 📉 -69.3%) vs baseline: +1.2%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.604µs (SLO: <10.000µs 📉 -74.0%) vs baseline: -0.2%

Memory: ✅ 41.425MB (SLO: <43.500MB -4.8%) vs baseline: +4.6%

✅ re_search_noaspect

Time: ✅ 2.874µs (SLO: <10.000µs 📉 -71.3%) vs baseline: +0.4%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.7%

✅ re_sub_aspect

Time: ✅ 3.489µs (SLO: <10.000µs 📉 -65.1%) vs baseline: +0.4%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

✅ re_sub_noaspect

Time: ✅ 3.956µs (SLO: <10.000µs 📉 -60.4%) vs baseline: +1.5%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.787µs (SLO: <10.000µs 📉 -62.1%) vs baseline: +0.4%

Memory: ✅ 41.366MB (SLO: <43.500MB -4.9%) vs baseline: +4.6%

✅ re_subn_noaspect

Time: ✅ 4.095µs (SLO: <10.000µs 📉 -59.1%) vs baseline: -0.2%

Memory: ✅ 41.524MB (SLO: <43.500MB -4.5%) vs baseline: +5.1%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.565µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +4.5%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: +0.3%

Memory: ✅ 41.465MB (SLO: <43.500MB -4.7%) vs baseline: +5.0%

✅ split_aspect

Time: ✅ 1.505µs (SLO: <10.000µs 📉 -84.9%) vs baseline: +0.3%

Memory: ✅ 41.386MB (SLO: <43.500MB -4.9%) vs baseline: +4.8%

✅ split_noaspect

Time: ✅ 1.549µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.6%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.8%

✅ splitlines_aspect

Time: ✅ 1.481µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +0.9%

Memory: ✅ 41.406MB (SLO: <43.500MB -4.8%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 1.533µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +1.6%

Memory: ✅ 41.445MB (SLO: <43.500MB -4.7%) vs baseline: +4.7%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.794µs (SLO: <60.000µs 📉 -18.7%) vs baseline: +0.9%

Memory: ✅ 38.299MB (SLO: <42.000MB -8.8%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 135.910µs (SLO: <190.000µs 📉 -28.5%) vs baseline: +0.1%

Memory: ✅ 38.260MB (SLO: <42.000MB -8.9%) vs baseline: +4.7%

✅ propagation_enabled_100

Time: ✅ 1.589ms (SLO: <2.300ms 📉 -30.9%) vs baseline: -0.6%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: +4.6%

✅ propagation_enabled_1000

Time: ✅ 29.017ms (SLO: <34.550ms 📉 -16.0%) vs baseline: -0.3%

Memory: ✅ 38.240MB (SLO: <42.000MB -9.0%) vs baseline: +4.7%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.479ms (SLO: <42.000ms -3.6%) vs baseline: ~same

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ add-link

Time: ✅ 36.520ms (SLO: <38.550ms -5.3%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 218.403ms (SLO: <232.000ms -5.9%) vs baseline: ~same

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

✅ add-tags

Time: ✅ 212.332ms (SLO: <221.600ms -4.2%) vs baseline: +1.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ get-context

Time: ✅ 29.291ms (SLO: <31.300ms -6.4%) vs baseline: +1.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 29.285ms (SLO: <31.000ms -5.5%) vs baseline: +0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 63.381ms (SLO: <65.850ms -3.8%) vs baseline: +0.3%

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

✅ set-status

Time: ✅ 31.823ms (SLO: <34.150ms -6.8%) vs baseline: -0.2%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.0%

✅ start

Time: ✅ 29.319ms (SLO: <30.150ms -2.8%) vs baseline: +1.8%

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

✅ start-finish

Time: ✅ 33.692ms (SLO: <35.350ms -4.7%) vs baseline: -1.5%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 34.097ms (SLO: <35.450ms -3.8%) vs baseline: +1.0%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ update-name

Time: ✅ 31.021ms (SLO: <33.400ms -7.1%) vs baseline: +0.6%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.427ms (SLO: <354.300ms -2.8%) vs baseline: -0.9%

Memory: ✅ 40.984MB (SLO: <43.500MB -5.8%) vs baseline: +4.9%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.9%

Memory: ✅ 39.473MB (SLO: <43.000MB -8.2%) vs baseline: +3.6%

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

## Description This improves typing in a test file. Related - #15797 (cherry picked from commit 929596a)

dd-octo-sts bot added changelog/no-changelog A changelog entry is not required for this PR. Profiling Continous Profling labels Jan 6, 2026

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KowalskiThomas force-pushed the backport-15796-to-4.1 branch from 8948875 to 42612e0 Compare January 6, 2026 08:54

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KowalskiThomas force-pushed the backport-15796-to-4.1 branch from 42612e0 to d3da0e6 Compare January 6, 2026 10:04

chore(profiling): improve typing (#15796)

ebfab60

## Description This improves typing in a test file. Related - #15797 (cherry picked from commit 929596a)

KowalskiThomas force-pushed the backport-15796-to-4.1 branch from d3da0e6 to ebfab60 Compare January 6, 2026 13:46

KowalskiThomas enabled auto-merge (squash) January 6, 2026 13:58

KowalskiThomas merged commit 2229361 into 4.1 Jan 6, 2026
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KowalskiThomas deleted the backport-15796-to-4.1 branch January 6, 2026 14:39

chore(profiling): improve typing [backport 4.1] #15856

chore(profiling): improve typing [backport 4.1] #15856

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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

github-actions bot commented Jan 6, 2026 •

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pr-commenter bot commented Jan 6, 2026 •

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