chore: update pyodbc latest version to 5.3.0 #15544

dd-octo-sts · 2025-12-07T00:22:53Z

Update pyodbc lockfiles and dependency package lockfiles.
This performs the following updates:

Some pyodbc lockfiles use pyodbc latest. This will update pyodbc and dependencies.
Some pyodbc lockfiles use a pinned (non-latest) version of pyodbc, but require the latest version of another package. This will update all such packages.

github-actions · 2025-12-07T00:23:27Z

CODEOWNERS have been resolved as:

.riot/requirements/17879d0.txt                                          @DataDog/apm-python
.riot/requirements/188a403.txt                                          @DataDog/apm-python
.riot/requirements/1af9cfa.txt                                          @DataDog/apm-python
.riot/requirements/1d9a544.txt                                          @DataDog/apm-python
.riot/requirements/1ef773e.txt                                          @DataDog/apm-python
.riot/requirements/9a81f68.txt                                          @DataDog/apm-python
.riot/requirements/ed78a8f.txt                                          @DataDog/apm-python
.riot/requirements/eeaed0d.txt                                          @DataDog/apm-python
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
supported_versions_output.json                                          @DataDog/apm-core-python
supported_versions_table.csv                                            @DataDog/apm-core-python

github-actions · 2025-12-07T00:55:56Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 247 ± 3 ms.

The average import time from base is: 251 ± 3 ms.

The import time difference between this PR and base is: -3.7 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.767 ms (1.12%)

ddtrace.bootstrap.sitecustomize 1.394 ms (0.56%)

ddtrace.bootstrap.preload 1.394 ms (0.56%)

ddtrace.internal.remoteconfig.client 0.666 ms (0.27%)

ddtrace 1.373 ms (0.56%)

ddtrace._logger 0.687 ms (0.28%)

ddtrace.internal.telemetry 0.687 ms (0.28%)

ddtrace.internal.telemetry.writer 0.687 ms (0.28%)

ddtrace.internal.utils.version 0.687 ms (0.28%)

ddtrace.version 0.687 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 · 2025-12-07T01:08:27Z

Performance SLOs

Comparing candidate upgrade-latest-pyodbc-version (40a8a45) with baseline main (fdd8fed)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 40.137MB (SLO: <41.500MB -3.3%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.2%

Memory: ✅ 40.146MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.4%

Memory: ✅ 40.189MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ add_noaspect

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

Memory: ✅ 40.172MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ bytearray_aspect

Time: ✅ 1.376µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +1.6%

Memory: ✅ 40.129MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ bytearray_extend_aspect

Time: ✅ 1.491µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -1.6%

Memory: ✅ 40.056MB (SLO: <41.500MB -3.5%) vs baseline: +4.4%

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.9%

Memory: ✅ 40.129MB (SLO: <41.500MB -3.3%) vs baseline: +4.3%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.3%

Memory: ✅ 40.150MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

✅ bytes_aspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.3%

Memory: ✅ 40.238MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.8%

Memory: ✅ 40.232MB (SLO: <41.500MB -3.1%) vs baseline: +4.1%

✅ bytesio_aspect

Time: ✅ 1.353µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +2.2%

Memory: ✅ 40.287MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.1%

Memory: ✅ 40.153MB (SLO: <41.500MB -3.2%) vs baseline: +4.2%

✅ capitalize_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 40.276MB (SLO: <41.500MB -2.9%) vs baseline: +4.2%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.1%

Memory: ✅ 40.249MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ casefold_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.3%

Memory: ✅ 40.151MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.7%

Memory: ✅ 40.191MB (SLO: <41.500MB -3.2%) vs baseline: +4.2%

✅ decode_aspect

Time: ✅ 0.723µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.9%

Memory: ✅ 40.227MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ decode_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.5%

Memory: ✅ 40.273MB (SLO: <41.500MB -3.0%) vs baseline: +4.4%

✅ encode_aspect

Time: ✅ 0.708µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.5%

Memory: ✅ 40.290MB (SLO: <41.500MB -2.9%) vs baseline: +4.7%

✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.8%

Memory: ✅ 40.212MB (SLO: <41.500MB -3.1%) vs baseline: +4.1%

✅ format_aspect

Time: ✅ 3.439µs (SLO: <10.000µs 📉 -65.6%) vs baseline: -0.3%

Memory: ✅ 40.315MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ format_map_aspect

Time: ✅ 3.529µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -1.7%

Memory: ✅ 40.242MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ format_map_noaspect

Time: ✅ 0.773µs (SLO: <10.000µs 📉 -92.3%) vs baseline: ~same

Memory: ✅ 40.372MB (SLO: <41.500MB -2.7%) vs baseline: +4.9%

✅ format_noaspect

Time: ✅ 0.595µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.2%

Memory: ✅ 40.273MB (SLO: <41.500MB -3.0%) vs baseline: +4.5%

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.7%

Memory: ✅ 40.079MB (SLO: <41.500MB -3.4%) vs baseline: +4.7%

✅ index_noaspect

Time: ✅ 0.282µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.7%

Memory: ✅ 40.192MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ join_aspect

Time: ✅ 1.337µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.3%

Memory: ✅ 40.219MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ join_noaspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.7%

Memory: ✅ 40.234MB (SLO: <41.500MB -3.1%) vs baseline: +4.4%

✅ ljust_aspect

Time: ✅ 2.611µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +2.1%

Memory: ✅ 40.124MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.7%

Memory: ✅ 40.134MB (SLO: <41.500MB -3.3%) vs baseline: +3.9%

✅ lower_aspect

Time: ✅ 2.307µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +3.0%

Memory: ✅ 40.247MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

✅ lower_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 40.252MB (SLO: <41.500MB -3.0%) vs baseline: +3.9%

✅ lstrip_aspect

Time: ✅ 2.248µs (SLO: <20.000µs 📉 -88.8%) vs baseline: -0.2%

Memory: ✅ 40.037MB (SLO: <41.500MB -3.5%) vs baseline: +4.3%

✅ lstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

Memory: ✅ 40.232MB (SLO: <41.500MB -3.1%) vs baseline: +4.4%

✅ modulo_aspect

Time: ✅ 1.050µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +5.3%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.560µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +0.4%

Memory: ✅ 40.155MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ modulo_aspect_for_bytes

Time: ✅ 0.984µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.6%

Memory: ✅ 40.235MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.246µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +1.9%

Memory: ✅ 40.219MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 0.628µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.1%

Memory: ✅ 40.234MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ replace_aspect

Time: ✅ 4.845µs (SLO: <10.000µs 📉 -51.6%) vs baseline: -2.4%

Memory: ✅ 40.112MB (SLO: <41.500MB -3.3%) vs baseline: +3.6%

✅ replace_noaspect

Time: ✅ 0.458µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.2%

Memory: ✅ 40.153MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ repr_aspect

Time: ✅ 0.911µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.9%

Memory: ✅ 40.040MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.8%

Memory: ✅ 40.093MB (SLO: <41.500MB -3.4%) vs baseline: +3.9%

✅ rstrip_aspect

Time: ✅ 1.949µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.0%

Memory: ✅ 40.095MB (SLO: <41.500MB -3.4%) vs baseline: +4.6%

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.1%

Memory: ✅ 40.153MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ slice_aspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 40.316MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.7%

Memory: ✅ 40.271MB (SLO: <41.500MB -3.0%) vs baseline: +4.4%

✅ stringio_aspect

Time: ✅ 1.543µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.1%

Memory: ✅ 40.169MB (SLO: <41.500MB -3.2%) vs baseline: +4.5%

✅ stringio_noaspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.7%

Memory: ✅ 40.052MB (SLO: <41.500MB -3.5%) vs baseline: +3.8%

✅ strip_aspect

Time: ✅ 2.212µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -1.0%

Memory: ✅ 40.185MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ strip_noaspect

Time: ✅ 0.394µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +2.4%

Memory: ✅ 40.194MB (SLO: <41.500MB -3.1%) vs baseline: +4.2%

✅ swapcase_aspect

Time: ✅ 2.799µs (SLO: <10.000µs 📉 -72.0%) vs baseline: 📈 +14.6%

Memory: ✅ 40.213MB (SLO: <41.500MB -3.1%) vs baseline: +3.9%

✅ swapcase_noaspect

Time: ✅ 0.534µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -1.9%

Memory: ✅ 40.312MB (SLO: <41.500MB -2.9%) vs baseline: +4.3%

✅ title_aspect

Time: ✅ 2.419µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +2.6%

Memory: ✅ 40.309MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.3%

Memory: ✅ 40.252MB (SLO: <41.500MB -3.0%) vs baseline: +4.1%

✅ translate_aspect

Time: ✅ 3.312µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +0.2%

Memory: ✅ 40.015MB (SLO: <41.500MB -3.6%) vs baseline: +3.2%

✅ translate_noaspect

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

Memory: ✅ 40.111MB (SLO: <41.500MB -3.3%) vs baseline: +4.2%

✅ upper_aspect

Time: ✅ 2.307µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +3.3%

Memory: ✅ 40.309MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ upper_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: ~same

Memory: ✅ 40.172MB (SLO: <41.500MB -3.2%) vs baseline: +4.1%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.238µs (SLO: <10.000µs 📉 -47.6%) vs baseline: 📈 +27.6%

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

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.9%

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

✅ ospathjoin_aspect

Time: ✅ 6.085µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -1.0%

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

✅ ospathjoin_noaspect

Time: ✅ 2.285µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.4%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.5%

✅ ospathnormcase_aspect

Time: ✅ 3.416µs (SLO: <10.000µs 📉 -65.8%) vs baseline: +0.3%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.7%

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

✅ ospathsplit_aspect

Time: ✅ 4.750µs (SLO: <10.000µs 📉 -52.5%) vs baseline: +0.4%

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

✅ ospathsplit_noaspect

Time: ✅ 1.584µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.9%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

✅ ospathsplitdrive_aspect

Time: ✅ 3.553µs (SLO: <10.000µs 📉 -64.5%) vs baseline: -2.5%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.1%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.1%

✅ ospathsplitext_aspect

Time: ✅ 4.511µs (SLO: <10.000µs 📉 -54.9%) vs baseline: +0.9%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.382µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.3%

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

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.436µs (SLO: <20.000µs 📉 -82.8%) vs baseline: 📈 +17.8%

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

✅ 1-count-metrics-100-times

Time: ✅ 204.335µs (SLO: <220.000µs -7.1%) vs baseline: +1.8%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.1%

✅ 1-distribution-metric-1-times

Time: ✅ 3.331µs (SLO: <20.000µs 📉 -83.3%) vs baseline: +0.5%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 218.731µs (SLO: <230.000µs -4.9%) vs baseline: +0.3%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.198µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +1.9%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.3%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.518µs (SLO: <150.000µs -9.0%) vs baseline: ~same

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

✅ 1-rate-metric-1-times

Time: ✅ 3.094µs (SLO: <20.000µs 📉 -84.5%) vs baseline: +0.5%

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

✅ 1-rate-metrics-100-times

Time: ✅ 216.823µs (SLO: <250.000µs 📉 -13.3%) vs baseline: +1.3%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ 100-count-metrics-100-times

Time: ✅ 20.288ms (SLO: <22.000ms -7.8%) vs baseline: -0.2%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.256ms (SLO: <2.550ms 📉 -11.5%) vs baseline: -2.8%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.5%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.413ms (SLO: <1.550ms -8.9%) vs baseline: +1.1%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.8%

✅ 100-rate-metrics-100-times

Time: ✅ 2.213ms (SLO: <2.550ms 📉 -13.2%) vs baseline: +0.7%

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

✅ flush-1-metric

Time: ✅ 4.599µs (SLO: <20.000µs 📉 -77.0%) vs baseline: +0.4%

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

✅ flush-100-metrics

Time: ✅ 174.191µs (SLO: <250.000µs 📉 -30.3%) vs baseline: ~same

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.9%

✅ flush-1000-metrics

Time: ✅ 2.176ms (SLO: <2.500ms 📉 -12.9%) vs baseline: -0.6%

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

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.274µs (SLO: <20.000µs 📉 -33.6%) vs baseline: +0.4%

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

✅ context_with_data_no_listeners

Time: ✅ 3.275µs (SLO: <10.000µs 📉 -67.2%) vs baseline: ~same

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

✅ get_item_exists

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

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

✅ get_item_missing

Time: ✅ 0.637µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.5%

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

✅ set_item

Time: ✅ 24.067µs (SLO: <30.000µs 📉 -19.8%) vs baseline: -0.9%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.637ms (SLO: <22.300ms 📉 -11.9%) vs baseline: +0.5%

Memory: ✅ 68.184MB (SLO: <70.500MB -3.3%) vs baseline: +4.8%

✅ exception-replay-enabled

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

Memory: ✅ 66.267MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.703ms (SLO: <22.250ms 📉 -11.4%) vs baseline: +0.8%

Memory: ✅ 68.203MB (SLO: <70.000MB -2.6%) vs baseline: +5.0%

✅ profiler

Time: ✅ 15.466ms (SLO: <16.550ms -6.6%) vs baseline: +0.2%

Memory: ✅ 56.440MB (SLO: <57.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ resource-renaming

Time: ✅ 19.449ms (SLO: <21.750ms 📉 -10.6%) vs baseline: -0.3%

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

✅ span-code-origin

Time: ✅ 19.826ms (SLO: <28.200ms 📉 -29.7%) vs baseline: -0.1%

Memory: ✅ 68.168MB (SLO: <71.000MB -4.0%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.522ms (SLO: <21.750ms 📉 -10.2%) vs baseline: -0.5%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.694ms (SLO: <23.500ms -7.7%) vs baseline: -0.3%

Memory: ✅ 69.245MB (SLO: <71.000MB -2.5%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.623ms (SLO: <21.500ms -8.7%) vs baseline: ~same

Memory: ✅ 68.302MB (SLO: <70.000MB -2.4%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.789ms (SLO: <17.500ms -4.1%) vs baseline: -0.2%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.506ms (SLO: <21.750ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 68.105MB (SLO: <72.500MB -6.1%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 17.619ms (SLO: <19.650ms 📉 -10.3%) vs baseline: -0.1%

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

✅ tracer-no-databases

Time: ✅ 19.061ms (SLO: <20.100ms -5.2%) vs baseline: -0.4%

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

✅ tracer-no-middleware

Time: ✅ 19.291ms (SLO: <21.500ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 67.948MB (SLO: <70.000MB -2.9%) vs baseline: +4.6%

✅ tracer-no-templates

Time: ✅ 19.428ms (SLO: <22.000ms 📉 -11.7%) vs baseline: +0.6%

Memory: ✅ 68.144MB (SLO: <70.500MB -3.3%) vs baseline: +4.8%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.307ms (SLO: <19.850ms 📉 -17.9%) vs baseline: -0.2%

Memory: ✅ 69.828MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.339ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.1%

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.402ms (SLO: <19.450ms 📉 -15.7%) vs baseline: +0.3%

Memory: ✅ 69.796MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.067ms (SLO: <2.300ms 📉 -10.1%) vs baseline: ~same

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ errortracking-enabled-user

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

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 55.719MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.367ms (SLO: <4.750ms 📉 -29.1%) vs baseline: -0.2%

Memory: ✅ 55.526MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 2.869ms (SLO: <6.750ms 📉 -57.5%) vs baseline: +0.6%

Memory: ✅ 55.623MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +4.5%

✅ appsec-telemetry

Time: ✅ 3.409ms (SLO: <4.750ms 📉 -28.2%) vs baseline: +1.0%

Memory: ✅ 55.510MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.5%) vs baseline: ~same

Memory: ✅ 48.000MB (SLO: <49.500MB -3.0%) vs baseline: +5.2%

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.1%) vs baseline: ~same

Memory: ✅ 44.478MB (SLO: <49.000MB -9.2%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.910ms (SLO: <2.100ms -9.0%) vs baseline: ~same

Memory: ✅ 48.842MB (SLO: <50.000MB -2.3%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.357ms (SLO: <3.650ms -8.0%) vs baseline: -0.1%

Memory: ✅ 55.470MB (SLO: <56.000MB 🟡 -0.9%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.372ms (SLO: <3.650ms -7.6%) vs baseline: -0.3%

Memory: ✅ 55.509MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.371ms (SLO: <3.650ms -7.7%) vs baseline: +0.1%

Memory: ✅ 55.444MB (SLO: <60.000MB -7.6%) vs baseline: +4.7%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.062ms (SLO: <4.200ms 📉 -50.9%) vs baseline: ~same

Memory: ✅ 55.679MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.8%

✅ iast-enabled

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

Memory: ✅ 55.660MB (SLO: <62.500MB 📉 -10.9%) vs baseline: +4.6%

✅ tracer-enabled

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

Memory: ✅ 55.719MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.8%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.207µs (SLO: <100.000µs 📉 -18.8%) vs baseline: -0.4%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.231µs (SLO: <20.000µs 📉 -28.8%) vs baseline: ~same

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

✅ b3_single_headers

Time: ✅ 14.455µs (SLO: <20.000µs 📉 -27.7%) vs baseline: +8.2%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.660µs (SLO: <80.000µs 📉 -20.4%) vs baseline: +0.3%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.975µs (SLO: <80.000µs 📉 -17.5%) vs baseline: ~same

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

✅ empty_headers

Time: ✅ 1.631µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.1%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.386µs (SLO: <30.000µs 📉 -25.4%) vs baseline: ~same

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

✅ invalid_priority_header

Time: ✅ 6.614µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +1.0%

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

✅ invalid_span_id_header

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.7%

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

✅ invalid_tags_header

Time: ✅ 6.617µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +1.5%

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

✅ invalid_trace_id_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

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

✅ large_header_no_matches

Time: ✅ 27.631µs (SLO: <30.000µs -7.9%) vs baseline: ~same

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

✅ large_valid_headers_all

Time: ✅ 28.719µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.2%

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

✅ medium_header_no_matches

Time: ✅ 9.906µs (SLO: <20.000µs 📉 -50.5%) vs baseline: -0.3%

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

✅ medium_valid_headers_all

Time: ✅ 11.515µs (SLO: <20.000µs 📉 -42.4%) vs baseline: ~same

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

✅ none_propagation_style

Time: ✅ 1.724µs (SLO: <10.000µs 📉 -82.8%) vs baseline: -0.6%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.1%

✅ tracecontext_headers

Time: ✅ 34.773µs (SLO: <40.000µs 📉 -13.1%) vs baseline: -0.4%

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

✅ valid_headers_all

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

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

✅ valid_headers_basic

Time: ✅ 6.156µs (SLO: <10.000µs 📉 -38.4%) vs baseline: -0.2%

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

✅ wsgi_empty_headers

Time: ✅ 1.619µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.7%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.5%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.6%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

✅ wsgi_invalid_tags_header

Time: ✅ 6.655µs (SLO: <10.000µs 📉 -33.4%) vs baseline: +0.5%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.604µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.1%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.827µs (SLO: <40.000µs 📉 -27.9%) vs baseline: ~same

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.962µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.3%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.123µs (SLO: <20.000µs 📉 -49.4%) vs baseline: -0.5%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.623µs (SLO: <20.000µs 📉 -41.9%) vs baseline: +0.5%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.649µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +0.5%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.152µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.6%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.244µs (SLO: <30.000µs 📉 -25.9%) vs baseline: +5.0%

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

✅ with_all

Time: ✅ 28.040µs (SLO: <40.000µs 📉 -29.9%) vs baseline: +0.4%

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

✅ with_dd_origin

Time: ✅ 24.838µs (SLO: <30.000µs 📉 -17.2%) vs baseline: +0.5%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ with_priority_and_origin

Time: ✅ 24.219µs (SLO: <40.000µs 📉 -39.5%) vs baseline: -0.4%

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

✅ with_sampling_priority

Time: ✅ 21.121µs (SLO: <30.000µs 📉 -29.6%) vs baseline: +0.5%

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

✅ with_tags

Time: ✅ 25.867µs (SLO: <40.000µs 📉 -35.3%) vs baseline: -0.5%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ with_tags_invalid

Time: ✅ 27.403µs (SLO: <40.000µs 📉 -31.5%) vs baseline: -1.0%

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

✅ with_tags_max_size

Time: ✅ 26.626µs (SLO: <40.000µs 📉 -33.4%) vs baseline: +0.7%

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

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.312µs (SLO: <40.000µs 📉 -14.2%) vs baseline: +7.7%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.2%

✅ re_expand_noaspect

Time: ✅ 28.592µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -1.2%

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

✅ re_findall_aspect

Time: ✅ 2.920µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.4%

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

✅ re_findall_noaspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.3%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ re_finditer_aspect

Time: ✅ 4.468µs (SLO: <10.000µs 📉 -55.3%) vs baseline: -0.4%

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

✅ re_finditer_noaspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.8%

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

✅ re_fullmatch_aspect

Time: ✅ 2.715µs (SLO: <10.000µs 📉 -72.9%) vs baseline: -1.0%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.3%

✅ re_fullmatch_noaspect

Time: ✅ 1.293µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -2.0%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ re_group_aspect

Time: ✅ 2.992µs (SLO: <10.000µs 📉 -70.1%) vs baseline: +0.6%

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

✅ re_group_noaspect

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -2.2%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.2%

✅ re_groups_aspect

Time: ✅ 3.136µs (SLO: <10.000µs 📉 -68.6%) vs baseline: +0.4%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.7%

✅ re_groups_noaspect

Time: ✅ 1.695µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -1.2%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_match_aspect

Time: ✅ 2.762µs (SLO: <10.000µs 📉 -72.4%) vs baseline: +0.9%

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

✅ re_match_noaspect

Time: ✅ 1.302µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -2.0%

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

✅ re_search_aspect

Time: ✅ 2.558µs (SLO: <10.000µs 📉 -74.4%) vs baseline: -0.9%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 1.208µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.5%

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +4.3%

✅ re_sub_aspect

Time: ✅ 3.534µs (SLO: <10.000µs 📉 -64.7%) vs baseline: +3.1%

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

✅ re_sub_noaspect

Time: ✅ 1.522µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -1.0%

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

✅ re_subn_aspect

Time: ✅ 3.666µs (SLO: <10.000µs 📉 -63.3%) vs baseline: -0.8%

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

✅ re_subn_noaspect

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.1%

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

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +4.3%

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

✅ rsplit_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.9%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 1.425µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +1.0%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.5%

✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.4%

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

✅ splitlines_aspect

Time: ✅ 1.408µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.1%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.0%

✅ splitlines_noaspect

Time: ✅ 0.588µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.5%

Memory: ✅ 40.049MB (SLO: <41.000MB -2.3%) vs baseline: +4.5%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.452ms (SLO: <47.150ms 📉 -16.3%) vs baseline: -0.4%

Memory: ✅ 39.501MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 260.699ms (SLO: <344.800ms 📉 -24.4%) vs baseline: +0.3%

Memory: ✅ 43.822MB (SLO: <47.500MB -7.7%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 315.504ms (SLO: <321.000ms 🟡 -1.7%) vs baseline: -0.8%

Memory: ✅ 43.780MB (SLO: <47.500MB -7.8%) vs baseline: +5.0%

✅ get-context

Time: ✅ 80.022ms (SLO: <92.350ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 39.656MB (SLO: <46.500MB 📉 -14.7%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 37.410ms (SLO: <44.500ms 📉 -15.9%) vs baseline: +0.7%

Memory: ✅ 39.551MB (SLO: <47.500MB 📉 -16.7%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.240ms (SLO: <67.650ms 📉 -13.9%) vs baseline: -0.6%

Memory: ✅ 39.993MB (SLO: <47.000MB 📉 -14.9%) vs baseline: +5.2%

✅ set-status

Time: ✅ 43.491ms (SLO: <50.400ms 📉 -13.7%) vs baseline: -0.6%

Memory: ✅ 39.428MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +5.0%

✅ start

Time: ✅ 37.307ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +2.1%

Memory: ✅ 39.581MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 81.960ms (SLO: <88.000ms -6.9%) vs baseline: ~same

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 83.409ms (SLO: <89.000ms -6.3%) vs baseline: +0.2%

Memory: ✅ 37.336MB (SLO: <46.500MB 📉 -19.7%) vs baseline: +4.9%

✅ update-name

Time: ✅ 38.159ms (SLO: <45.150ms 📉 -15.5%) vs baseline: +0.5%

Memory: ✅ 39.670MB (SLO: <47.000MB 📉 -15.6%) vs baseline: +4.6%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.4%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.6%

✅ high_rate_limit

Time: ✅ 2.433µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.7%

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

✅ long_window

Time: ✅ 2.373µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.9%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.2%

✅ low_rate_limit

Time: ✅ 2.373µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.6%

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

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.7%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.0%

✅ short_window

Time: ✅ 2.480µs (SLO: <10.000µs 📉 -75.2%) vs baseline: -0.7%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.4%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.860ms (SLO: <320.950ms -3.8%) vs baseline: +0.1%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 327.833ms (SLO: <359.150ms -8.7%) vs baseline: -0.3%

Memory: ✅ 39.852MB (SLO: <40.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ medium

Time: ✅ 6.990ms (SLO: <7.400ms -5.5%) vs baseline: +0.2%

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

✅ shallow

Time: ✅ 0.949ms (SLO: <1.050ms -9.6%) vs baseline: +1.3%

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

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.604µs (SLO: <20.000µs 📉 -47.0%) vs baseline: +0.3%

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

✅ all-enabled

Time: ✅ 40.994µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +2.3%

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

✅ collectipvariant_exists

Time: ✅ 40.880µs (SLO: <50.000µs 📉 -18.2%) vs baseline: -0.5%

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

✅ no-collectipvariant

Time: ✅ 40.042µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +0.1%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.1%

✅ no-useragentvariant

Time: ✅ 38.735µs (SLO: <50.000µs 📉 -22.5%) vs baseline: -0.7%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.4%

✅ obfuscation-no-query

Time: ✅ 40.628µs (SLO: <50.000µs 📉 -18.7%) vs baseline: ~same

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +3.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.800µs (SLO: <90.000µs 📉 -15.8%) vs baseline: -0.4%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +5.1%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.713µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +0.6%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.556µs (SLO: <170.000µs -9.1%) vs baseline: +0.1%

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +5.4%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.644µs (SLO: <160.000µs -7.1%) vs baseline: -0.2%

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.935µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 35.763MB (SLO: <36.500MB -2.0%) vs baseline: +5.1%

✅ useragentvariant_exists_1

Time: ✅ 39.667µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.0%

✅ useragentvariant_exists_2

Time: ✅ 40.552µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.2%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.1%

✅ useragentvariant_exists_3

Time: ✅ 40.289µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +0.7%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.0%

✅ useragentvariant_not_exists_1

Time: ✅ 39.638µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.5%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.571µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.5%

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

🟡 span - 26/26

✅ add-event

Time: ✅ 18.245ms (SLO: <22.500ms 📉 -18.9%) vs baseline: +0.1%

Memory: ✅ 36.861MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 88.965ms (SLO: <93.500ms -4.9%) vs baseline: +0.7%

Memory: ✅ 41.079MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 142.174ms (SLO: <155.000ms -8.3%) vs baseline: -1.1%

Memory: ✅ 40.975MB (SLO: <53.000MB 📉 -22.7%) vs baseline: +4.6%

✅ get-context

Time: ✅ 16.941ms (SLO: <20.500ms 📉 -17.4%) vs baseline: +0.2%

Memory: ✅ 36.726MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 17.296ms (SLO: <20.500ms 📉 -15.6%) vs baseline: +0.5%

Memory: ✅ 36.766MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 36.517ms (SLO: <40.000ms -8.7%) vs baseline: ~same

Memory: ✅ 37.287MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.9%

✅ set-status

Time: ✅ 18.732ms (SLO: <22.000ms 📉 -14.9%) vs baseline: +0.6%

Memory: ✅ 36.746MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ start

Time: ✅ 17.395ms (SLO: <20.500ms 📉 -15.1%) vs baseline: +3.3%

Memory: ✅ 36.822MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 51.358ms (SLO: <52.500ms -2.2%) vs baseline: +0.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ start-finish-telemetry

Time: ✅ 52.323ms (SLO: <54.500ms -4.0%) vs baseline: +0.2%

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

✅ start-finish-traceid128

Time: ✅ 54.256ms (SLO: <57.000ms -4.8%) vs baseline: +0.5%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 17.216ms (SLO: <22.500ms 📉 -23.5%) vs baseline: +0.2%

Memory: ✅ 36.746MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.293ms (SLO: <22.000ms 📉 -21.4%) vs baseline: -0.4%

Memory: ✅ 36.859MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.0%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.348ms (SLO: <32.950ms 📉 -10.9%) vs baseline: +0.6%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.1%

✅ medium

Time: ✅ 2.906ms (SLO: <3.200ms -9.2%) vs baseline: +0.6%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.1%

✅ small

Time: ✅ 332.393µs (SLO: <370.000µs 📉 -10.2%) vs baseline: +1.9%

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

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.657µs (SLO: <170.000µs -9.0%) vs baseline: -0.3%

Memory: ✅ 39.404MB (SLO: <41.000MB -3.9%) vs baseline: +4.9%

✅ import_many_cached

Time: ✅ 120.879µs (SLO: <130.000µs -7.0%) vs baseline: -0.2%

Memory: ✅ 39.348MB (SLO: <41.000MB -4.0%) vs baseline: +4.9%

✅ import_many_stdlib

Time: ✅ 0.751ms (SLO: <1.750ms 📉 -57.1%) vs baseline: ~same

Memory: ✅ 39.301MB (SLO: <41.000MB -4.1%) vs baseline: +4.9%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.3%

Memory: ✅ 39.512MB (SLO: <41.000MB -3.6%) vs baseline: +5.2%

✅ import_many_unknown

Time: ✅ 841.722µs (SLO: <890.000µs -5.4%) vs baseline: +0.4%

Memory: ✅ 39.459MB (SLO: <41.000MB -3.8%) vs baseline: +4.0%

✅ import_many_unknown_cached

Time: ✅ 795.192µs (SLO: <870.000µs -8.6%) vs baseline: ~same

Memory: ✅ 39.524MB (SLO: <41.000MB -3.6%) vs baseline: +5.0%

✅ import_one

Time: ✅ 19.797µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.7%

Memory: ✅ 39.235MB (SLO: <41.000MB -4.3%) vs baseline: +4.6%

✅ import_one_cache

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

Memory: ✅ 39.308MB (SLO: <41.000MB -4.1%) vs baseline: +5.0%

✅ import_one_stdlib

Time: ✅ 18.512µs (SLO: <20.000µs -7.4%) vs baseline: -0.8%

Memory: ✅ 39.332MB (SLO: <41.000MB -4.1%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.309µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.6%

Memory: ✅ 39.321MB (SLO: <41.000MB -4.1%) vs baseline: +5.1%

✅ import_one_unknown

Time: ✅ 45.091µs (SLO: <50.000µs -9.8%) vs baseline: -0.4%

Memory: ✅ 39.389MB (SLO: <41.000MB -3.9%) vs baseline: +5.2%

✅ import_one_unknown_cache

Time: ✅ 6.309µs (SLO: <10.000µs 📉 -36.9%) vs baseline: -0.3%

Memory: ✅ 39.393MB (SLO: <41.000MB -3.9%) vs baseline: +5.3%

✅ All Tests Passing (4 suites)

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.761µs (SLO: <60.000µs 📉 -18.7%) vs baseline: -0.4%

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

✅ propagation_enabled

Time: ✅ 175.768µs (SLO: <190.000µs -7.5%) vs baseline: +0.2%

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

✅ propagation_enabled_100

Time: ✅ 1.929ms (SLO: <2.300ms 📉 -16.1%) vs baseline: -0.5%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 32.697ms (SLO: <34.550ms -5.4%) vs baseline: +0.7%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.505ms (SLO: <42.000ms -3.6%) vs baseline: +0.4%

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

✅ add-link

Time: ✅ 36.281ms (SLO: <38.550ms -5.9%) vs baseline: +0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 219.362ms (SLO: <232.000ms -5.4%) vs baseline: +0.4%

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

✅ add-tags

Time: ✅ 211.881ms (SLO: <221.600ms -4.4%) vs baseline: +0.2%

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

✅ get-context

Time: ✅ 29.055ms (SLO: <31.300ms -7.2%) vs baseline: ~same

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

✅ is-recording

Time: ✅ 29.239ms (SLO: <31.000ms -5.7%) vs baseline: +0.2%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 62.967ms (SLO: <65.850ms -4.4%) vs baseline: ~same

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

✅ set-status

Time: ✅ 31.966ms (SLO: <34.150ms -6.4%) vs baseline: ~same

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

✅ start

Time: ✅ 29.322ms (SLO: <30.150ms -2.7%) vs baseline: +1.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 33.949ms (SLO: <35.350ms -4.0%) vs baseline: -0.2%

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

✅ start-finish-telemetry

Time: ✅ 33.916ms (SLO: <35.450ms -4.3%) vs baseline: +0.3%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ update-name

Time: ✅ 31.023ms (SLO: <33.400ms -7.1%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.302ms (SLO: <354.300ms -3.4%) vs baseline: -1.2%

Memory: ✅ 40.443MB (SLO: <41.500MB -2.5%) vs baseline: +4.1%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.5%

Memory: ✅ 39.512MB (SLO: <41.000MB -3.6%) vs baseline: +4.7%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.484µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.8%

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

✅ high_match

Time: ✅ 172.528µs (SLO: <480.000µs 📉 -64.1%) vs baseline: -0.9%

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

✅ low_match

Time: ✅ 98.749µs (SLO: <120.000µs 📉 -17.7%) vs baseline: +0.2%

Memory: ✅ 603.564MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.668ms (SLO: <8.500ms 📉 -68.6%) vs baseline: +0.7%

Memory: ✅ 70.956MB (SLO: <75.000MB -5.4%) 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

Update package version

40a8a45

dd-octo-sts bot added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 7, 2025

dd-octo-sts bot requested review from a team as code owners December 7, 2025 00:22

dd-octo-sts bot requested review from juanjux, quinna-h, taegyunkim and vitor-de-araujo December 7, 2025 00:22

juanjux approved these changes Dec 9, 2025

View reviewed changes

chore: update pyodbc latest version to 5.3.0 #15544

Are you sure you want to change the base?

chore: update pyodbc latest version to 5.3.0 #15544

Conversation

dd-octo-sts bot commented Dec 7, 2025

Uh oh!

github-actions bot commented Dec 7, 2025

Uh oh!

github-actions bot commented Dec 7, 2025

Bootstrap import analysis

Summary

Import time breakdown

Uh oh!

pr-commenter bot commented Dec 7, 2025

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

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect