chore(ci): create an issue and warn on slack when one of the supported branches fails nightly CI #15466

juanjux · 2025-12-01T11:15:27Z

Description

Identify dynamically which branches are in active support (most recent 3 minors + latest of the previous major).
Auto-rotate monitoring as new versions release.
Run nightly CI on all monitored branches.
Auto-open incident if any monitored branch fails.
Alert team on #apm-python to fix before releasing from that branch.

Note: Both the github issue creation and the slack channel warning will be disabled until we merge and check that the test-run automation is working to avoid spamming the channel/github if not. Both would be enabled on a further PR.

Signed-off-by: Juanjo Alvarez <[email protected]>

github-actions · 2025-12-01T11:15:59Z

CODEOWNERS have been resolved as:

.github/workflows/nightly-branch-monitor.yml                            @DataDog/python-guild @DataDog/apm-core-python
docs/nightly-ci-monitoring.md                                           @DataDog/python-guild
scripts/create_ci_incident.py                                           @DataDog/apm-core-python
scripts/get_active_branches.py                                          @DataDog/apm-core-python

Signed-off-by: Juanjo Alvarez <[email protected]>

github-actions · 2025-12-01T11:48:15Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 248 ± 3 ms.

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

The import time difference between this PR and base is: -3.0 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.709 ms (1.09%)

ddtrace 1.366 ms (0.55%)

ddtrace._logger 0.682 ms (0.27%)

ddtrace.internal.telemetry 0.682 ms (0.27%)

ddtrace.internal.telemetry.writer 0.682 ms (0.27%)

ddtrace.internal.utils.version 0.682 ms (0.27%)

ddtrace.version 0.682 ms (0.27%)

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%)

ddtrace.bootstrap.sitecustomize 1.343 ms (0.54%)

ddtrace.bootstrap.preload 1.343 ms (0.54%)

ddtrace.internal.remoteconfig.client 0.687 ms (0.28%)

pr-commenter · 2025-12-01T12:06:52Z

Performance SLOs

Comparing candidate juanjux/lock-important-branches (6452d69) with baseline main (53c5793)

❌ Test Failures (1 suite)

❌ telemetryaddmetric - 29/30

✅ 1-count-metric-1-times

Time: ✅ 3.424µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +15.0%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.6%

✅ 1-count-metrics-100-times

Time: ✅ 201.298µs (SLO: <220.000µs -8.5%) vs baseline: -1.4%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.264µs (SLO: <20.000µs 📉 -83.7%) vs baseline: -1.8%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.8%

✅ 1-distribution-metrics-100-times

Time: ✅ 215.741µs (SLO: <230.000µs -6.2%) vs baseline: -2.4%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.6%

✅ 1-gauge-metric-1-times

Time: ✅ 2.186µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -1.4%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.9%

✅ 1-gauge-metrics-100-times

Time: ✅ 137.112µs (SLO: <150.000µs -8.6%) vs baseline: -1.1%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.8%

✅ 1-rate-metric-1-times

Time: ✅ 3.051µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -1.7%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +6.2%

✅ 1-rate-metrics-100-times

Time: ✅ 217.591µs (SLO: <250.000µs 📉 -13.0%) vs baseline: +0.1%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.6%

✅ 100-count-metrics-100-times

Time: ✅ 20.248ms (SLO: <22.000ms -8.0%) vs baseline: -0.7%

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

❌ 100-distribution-metrics-100-times

Time: ❌ 2.313ms (SLO: <2.300ms +0.6%) vs baseline: +1.0%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.8%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.414ms (SLO: <1.550ms -8.8%) vs baseline: -0.7%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.218ms (SLO: <2.550ms 📉 -13.0%) vs baseline: -0.6%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.4%

✅ flush-1-metric

Time: ✅ 4.608µs (SLO: <20.000µs 📉 -77.0%) vs baseline: -1.0%

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

✅ flush-100-metrics

Time: ✅ 175.151µs (SLO: <250.000µs 📉 -29.9%) vs baseline: +0.5%

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

✅ flush-1000-metrics

Time: ✅ 2.177ms (SLO: <2.500ms 📉 -12.9%) vs baseline: -0.3%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +5.0%

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.1%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.0%

✅ add_inplace_aspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.5%

Memory: ✅ 40.600MB (SLO: <41.500MB -2.2%) vs baseline: +5.8%

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.0%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.7%

✅ add_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -2.0%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 1.355µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +0.3%

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

✅ bytearray_extend_aspect

Time: ✅ 1.506µs (SLO: <10.000µs 📉 -84.9%) vs baseline: -0.6%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +5.5%

✅ bytearray_extend_noaspect

Time: ✅ 0.616µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.5%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.4%

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

✅ bytes_aspect

Time: ✅ 1.297µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.7%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +4.4%

✅ bytes_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.8%

Memory: ✅ 40.501MB (SLO: <41.500MB -2.4%) vs baseline: +5.3%

✅ bytesio_aspect

Time: ✅ 1.354µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.9%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.3%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.6%

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.5%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +4.5%

✅ capitalize_noaspect

Time: ✅ 0.439µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.6%

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

✅ casefold_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.1%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ casefold_noaspect

Time: ✅ 0.364µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.9%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

✅ decode_aspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.9%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.2%

✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.5%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.0%

✅ encode_aspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.5%

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

✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.2%

Memory: ✅ 40.580MB (SLO: <41.500MB -2.2%) vs baseline: +5.3%

✅ format_aspect

Time: ✅ 3.414µs (SLO: <10.000µs 📉 -65.9%) vs baseline: -1.0%

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

✅ format_map_aspect

Time: ✅ 3.487µs (SLO: <10.000µs 📉 -65.1%) vs baseline: -2.6%

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

✅ format_map_noaspect

Time: ✅ 0.779µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.3%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.5%

✅ format_noaspect

Time: ✅ 0.592µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.3%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.8%

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.0%

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

✅ index_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.8%

Memory: ✅ 40.541MB (SLO: <41.500MB -2.3%) vs baseline: +5.5%

✅ join_aspect

Time: ✅ 1.345µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.4%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.3%

✅ join_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.4%

Memory: ✅ 40.541MB (SLO: <41.500MB -2.3%) vs baseline: +4.8%

✅ ljust_aspect

Time: ✅ 2.928µs (SLO: <20.000µs 📉 -85.4%) vs baseline: 📈 +14.6%

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

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -2.2%

Memory: ✅ 40.403MB (SLO: <41.500MB -2.6%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.328µs (SLO: <10.000µs 📉 -76.7%) vs baseline: +3.9%

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

✅ lower_noaspect

Time: ✅ 0.363µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -1.8%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.5%

✅ lstrip_aspect

Time: ✅ 2.261µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +1.2%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.7%

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 1.049µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +4.3%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +3.5%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.548µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.2%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.978µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.3%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.257µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +2.6%

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

✅ modulo_noaspect

Time: ✅ 0.628µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.2%

Memory: ✅ 40.482MB (SLO: <41.500MB -2.5%) vs baseline: +5.5%

✅ replace_aspect

Time: ✅ 4.954µs (SLO: <10.000µs 📉 -50.5%) vs baseline: +0.7%

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

✅ replace_noaspect

Time: ✅ 0.457µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.9%

Memory: ✅ 40.462MB (SLO: <41.500MB -2.5%) vs baseline: +5.2%

✅ repr_aspect

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

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.0%

✅ repr_noaspect

Time: ✅ 0.413µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.6%

Memory: ✅ 40.482MB (SLO: <41.500MB -2.5%) vs baseline: +4.8%

✅ rstrip_aspect

Time: ✅ 1.935µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +0.6%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +4.2%

✅ rstrip_noaspect

Time: ✅ 0.377µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.3%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.1%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.3%

✅ slice_noaspect

Time: ✅ 0.444µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.7%

Memory: ✅ 40.403MB (SLO: <41.500MB -2.6%) vs baseline: +5.4%

✅ stringio_aspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.7%

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

✅ stringio_noaspect

Time: ✅ 0.719µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.1%

Memory: ✅ 40.383MB (SLO: <41.500MB -2.7%) vs baseline: +5.4%

✅ strip_aspect

Time: ✅ 2.245µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.7%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

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

✅ swapcase_aspect

Time: ✅ 2.775µs (SLO: <10.000µs 📉 -72.3%) vs baseline: 📈 +13.5%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +3.8%

✅ swapcase_noaspect

Time: ✅ 0.540µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.2%

Memory: ✅ 40.382MB (SLO: <41.500MB -2.7%) vs baseline: +5.1%

✅ title_aspect

Time: ✅ 2.447µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +3.3%

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

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: ~same

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

✅ translate_aspect

Time: ✅ 3.307µs (SLO: <10.000µs 📉 -66.9%) vs baseline: -0.3%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ translate_noaspect

Time: ✅ 1.038µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.3%

Memory: ✅ 40.029MB (SLO: <41.500MB -3.5%) vs baseline: +4.1%

✅ upper_aspect

Time: ✅ 2.301µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +1.8%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.2%

✅ upper_noaspect

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

Memory: ✅ 40.462MB (SLO: <41.500MB -2.5%) vs baseline: +5.3%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.159µs (SLO: <10.000µs 📉 -48.4%) vs baseline: 📈 +25.2%

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

✅ ospathbasename_noaspect

Time: ✅ 1.095µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.6%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.3%

✅ ospathjoin_aspect

Time: ✅ 6.154µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.9%

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

✅ ospathjoin_noaspect

Time: ✅ 2.281µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -0.8%

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

✅ ospathnormcase_aspect

Time: ✅ 3.423µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -0.3%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.568µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.1%

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

✅ ospathsplit_aspect

Time: ✅ 4.732µs (SLO: <10.000µs 📉 -52.7%) vs baseline: -1.0%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +5.0%

✅ ospathsplit_noaspect

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.5%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.584µs (SLO: <10.000µs 📉 -64.2%) vs baseline: -1.2%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.695µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.8%

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

✅ ospathsplitext_aspect

Time: ✅ 4.503µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +0.2%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.371µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.8%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.7%

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.224µs (SLO: <20.000µs 📉 -33.9%) vs baseline: -0.4%

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

✅ context_with_data_no_listeners

Time: ✅ 3.288µs (SLO: <10.000µs 📉 -67.1%) vs baseline: ~same

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

✅ get_item_exists

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

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

✅ get_item_missing

Time: ✅ 0.633µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.2%

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

✅ set_item

Time: ✅ 23.960µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -2.7%

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

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.277ms (SLO: <19.850ms 📉 -18.0%) vs baseline: +0.2%

Memory: ✅ 69.745MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 16.300ms (SLO: <19.400ms 📉 -16.0%) vs baseline: +0.5%

Memory: ✅ 69.678MB (SLO: <70.000MB 🟡 -0.5%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 16.437ms (SLO: <19.450ms 📉 -15.5%) vs baseline: +0.6%

Memory: ✅ 69.797MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 55.574MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 2.074ms (SLO: <2.250ms -7.8%) vs baseline: ~same

Memory: ✅ 55.561MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 55.247MB (SLO: <56.500MB -2.2%) vs baseline: +4.5%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.388ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +0.4%

Memory: ✅ 55.570MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +5.1%

✅ appsec-post

Time: ✅ 2.853ms (SLO: <6.750ms 📉 -57.7%) vs baseline: -0.2%

Memory: ✅ 55.904MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +5.5%

✅ appsec-telemetry

Time: ✅ 3.399ms (SLO: <4.750ms 📉 -28.5%) vs baseline: +1.2%

Memory: ✅ 55.588MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.5%) vs baseline: +0.2%

Memory: ✅ 47.939MB (SLO: <49.500MB -3.2%) vs baseline: +5.1%

✅ iast-get

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: -0.3%

Memory: ✅ 44.597MB (SLO: <49.000MB -9.0%) vs baseline: +4.5%

✅ profiler

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

Memory: ✅ 48.785MB (SLO: <50.000MB -2.4%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: ~same

Memory: ✅ 55.490MB (SLO: <56.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.371ms (SLO: <3.650ms -7.6%) vs baseline: ~same

Memory: ✅ 55.569MB (SLO: <56.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 3.371ms (SLO: <3.650ms -7.7%) vs baseline: +0.3%

Memory: ✅ 55.567MB (SLO: <60.000MB -7.4%) vs baseline: +5.0%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.057ms (SLO: <4.200ms 📉 -51.0%) vs baseline: ~same

Memory: ✅ 55.424MB (SLO: <66.000MB 📉 -16.0%) vs baseline: +4.5%

✅ iast-enabled

Time: ✅ 2.062ms (SLO: <2.800ms 📉 -26.4%) vs baseline: -0.2%

Memory: ✅ 55.365MB (SLO: <62.500MB 📉 -11.4%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.057ms (SLO: <2.250ms -8.6%) vs baseline: +0.1%

Memory: ✅ 55.424MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.6%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.913µs (SLO: <100.000µs 📉 -19.1%) vs baseline: -0.2%

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

✅ b3_headers

Time: ✅ 14.246µs (SLO: <20.000µs 📉 -28.8%) vs baseline: +0.9%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.4%

✅ b3_single_headers

Time: ✅ 13.333µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +0.9%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.952µs (SLO: <80.000µs 📉 -20.1%) vs baseline: +0.6%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.413µs (SLO: <80.000µs 📉 -13.2%) vs baseline: +5.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.4%

✅ empty_headers

Time: ✅ 1.627µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.6%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.3%

✅ full_t_id_datadog_headers

Time: ✅ 22.346µs (SLO: <30.000µs 📉 -25.5%) vs baseline: +0.2%

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

✅ invalid_priority_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.2%

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

✅ invalid_span_id_header

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.8%

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

✅ invalid_tags_header

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%) vs baseline: ~same

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

✅ invalid_trace_id_header

Time: ✅ 6.554µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.3%

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

✅ large_header_no_matches

Time: ✅ 27.579µs (SLO: <30.000µs -8.1%) vs baseline: -0.2%

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

✅ large_valid_headers_all

Time: ✅ 28.692µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.4%

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

✅ medium_header_no_matches

Time: ✅ 9.882µs (SLO: <20.000µs 📉 -50.6%) vs baseline: -0.1%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ medium_valid_headers_all

Time: ✅ 11.264µs (SLO: <20.000µs 📉 -43.7%) vs baseline: -1.8%

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

✅ none_propagation_style

Time: ✅ 1.742µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +1.6%

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

✅ tracecontext_headers

Time: ✅ 34.752µs (SLO: <40.000µs 📉 -13.1%) vs baseline: +0.3%

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

✅ valid_headers_all

Time: ✅ 6.523µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

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

✅ valid_headers_basic

Time: ✅ 6.081µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.8%

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

✅ wsgi_empty_headers

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.1%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.593µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.9%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.6%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.3%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.569µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.5%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.616µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.4%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.959µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.5%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.313µs (SLO: <20.000µs 📉 -48.4%) vs baseline: +2.1%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.672µs (SLO: <20.000µs 📉 -41.6%) vs baseline: +1.2%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.6%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.4%

✅ wsgi_valid_headers_basic

Time: ✅ 6.109µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.1%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.194µs (SLO: <30.000µs 📉 -26.0%) vs baseline: +5.3%

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

✅ with_all

Time: ✅ 27.972µs (SLO: <40.000µs 📉 -30.1%) vs baseline: ~same

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

✅ with_dd_origin

Time: ✅ 24.860µs (SLO: <30.000µs 📉 -17.1%) vs baseline: +0.2%

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

✅ with_priority_and_origin

Time: ✅ 24.329µs (SLO: <40.000µs 📉 -39.2%) vs baseline: -0.4%

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

✅ with_sampling_priority

Time: ✅ 21.339µs (SLO: <30.000µs 📉 -28.9%) vs baseline: +0.9%

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

✅ with_tags

Time: ✅ 26.006µs (SLO: <40.000µs 📉 -35.0%) vs baseline: ~same

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

✅ with_tags_invalid

Time: ✅ 27.553µs (SLO: <40.000µs 📉 -31.1%) vs baseline: +0.4%

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

✅ with_tags_max_size

Time: ✅ 26.405µs (SLO: <40.000µs 📉 -34.0%) vs baseline: -0.7%

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

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.090µs (SLO: <40.000µs 📉 -14.8%) vs baseline: +6.8%

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

✅ re_expand_noaspect

Time: ✅ 28.615µs (SLO: <40.000µs 📉 -28.5%) vs baseline: +0.2%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ re_findall_aspect

Time: ✅ 2.909µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.1%

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

✅ re_findall_noaspect

Time: ✅ 1.420µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +1.0%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_finditer_aspect

Time: ✅ 4.451µs (SLO: <10.000µs 📉 -55.5%) vs baseline: -0.4%

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

✅ re_finditer_noaspect

Time: ✅ 1.399µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.2%

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

✅ re_fullmatch_aspect

Time: ✅ 2.718µs (SLO: <10.000µs 📉 -72.8%) vs baseline: +1.1%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.4%

✅ re_fullmatch_noaspect

Time: ✅ 1.284µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -1.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ re_group_aspect

Time: ✅ 2.977µs (SLO: <10.000µs 📉 -70.2%) vs baseline: +0.3%

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

✅ re_group_noaspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.9%

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

✅ re_groups_aspect

Time: ✅ 3.130µs (SLO: <10.000µs 📉 -68.7%) vs baseline: +2.0%

Memory: ✅ 40.049MB (SLO: <41.000MB -2.3%) vs baseline: +4.4%

✅ re_groups_noaspect

Time: ✅ 1.702µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.2%

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

✅ re_match_aspect

Time: ✅ 2.776µs (SLO: <10.000µs 📉 -72.2%) vs baseline: +1.9%

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

✅ re_match_noaspect

Time: ✅ 1.293µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.5%

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

✅ re_search_aspect

Time: ✅ 2.573µs (SLO: <10.000µs 📉 -74.3%) vs baseline: -0.2%

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

✅ re_search_noaspect

Time: ✅ 1.206µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.7%

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

✅ re_sub_aspect

Time: ✅ 3.403µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -1.3%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ re_sub_noaspect

Time: ✅ 1.555µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.5%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.669µs (SLO: <10.000µs 📉 -63.3%) vs baseline: -0.6%

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

✅ re_subn_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.525µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +5.0%

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

✅ rsplit_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.3%

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

✅ split_aspect

Time: ✅ 1.432µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +2.5%

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

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.9%

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

✅ splitlines_aspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.2%

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

✅ splitlines_noaspect

Time: ✅ 0.587µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.2%

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

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.664ms (SLO: <47.150ms 📉 -15.9%) vs baseline: +0.4%

Memory: ✅ 39.631MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 260.973ms (SLO: <344.800ms 📉 -24.3%) vs baseline: +0.8%

Memory: ✅ 43.735MB (SLO: <47.500MB -7.9%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 316.643ms (SLO: <321.000ms 🟡 -1.4%) vs baseline: +0.6%

Memory: ✅ 43.790MB (SLO: <47.500MB -7.8%) vs baseline: +5.3%

✅ get-context

Time: ✅ 79.818ms (SLO: <92.350ms 📉 -13.6%) vs baseline: ~same

Memory: ✅ 39.617MB (SLO: <46.500MB 📉 -14.8%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 37.181ms (SLO: <44.500ms 📉 -16.4%) vs baseline: -0.4%

Memory: ✅ 39.539MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 58.298ms (SLO: <67.650ms 📉 -13.8%) vs baseline: -0.1%

Memory: ✅ 39.960MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.6%

✅ set-status

Time: ✅ 43.693ms (SLO: <50.400ms 📉 -13.3%) vs baseline: ~same

Memory: ✅ 39.399MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.8%

✅ start

Time: ✅ 37.327ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +2.2%

Memory: ✅ 39.482MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 81.735ms (SLO: <88.000ms -7.1%) vs baseline: -0.2%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 83.586ms (SLO: <89.000ms -6.1%) vs baseline: ~same

Memory: ✅ 37.356MB (SLO: <46.500MB 📉 -19.7%) vs baseline: +5.1%

✅ update-name

Time: ✅ 38.123ms (SLO: <45.150ms 📉 -15.6%) vs baseline: ~same

Memory: ✅ 39.524MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.3%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.379µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +0.7%

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

✅ high_rate_limit

Time: ✅ 2.444µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +1.5%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.8%

✅ long_window

Time: ✅ 2.385µs (SLO: <10.000µs 📉 -76.1%) vs baseline: +0.4%

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

✅ low_rate_limit

Time: ✅ 2.374µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.1%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.5%

✅ no_rate_limit

Time: ✅ 0.830µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.2%

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

✅ short_window

Time: ✅ 2.507µs (SLO: <10.000µs 📉 -74.9%) vs baseline: ~same

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.2%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.066ms (SLO: <320.950ms -3.7%) vs baseline: ~same

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 328.503ms (SLO: <359.150ms -8.5%) vs baseline: +0.2%

Memory: ✅ 39.872MB (SLO: <40.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ medium

Time: ✅ 7.010ms (SLO: <7.400ms -5.3%) vs baseline: +0.2%

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

✅ shallow

Time: ✅ 0.948ms (SLO: <1.050ms -9.7%) vs baseline: +1.5%

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

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.257µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.5%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.0%

✅ high_match

Time: ✅ 173.851µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.5%

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

✅ low_match

Time: ✅ 98.168µs (SLO: <120.000µs 📉 -18.2%) vs baseline: -1.2%

Memory: ✅ 603.653MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.649ms (SLO: <8.500ms 📉 -68.8%) vs baseline: +0.1%

Memory: ✅ 70.977MB (SLO: <75.000MB -5.4%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.552µs (SLO: <20.000µs 📉 -47.2%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 40.920µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +2.3%

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

✅ collectipvariant_exists

Time: ✅ 40.666µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +0.2%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +5.2%

✅ no-collectipvariant

Time: ✅ 40.120µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.4%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.2%

✅ no-useragentvariant

Time: ✅ 38.753µs (SLO: <50.000µs 📉 -22.5%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.1%

✅ obfuscation-no-query

Time: ✅ 40.476µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.3%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.878µs (SLO: <90.000µs 📉 -15.7%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.320µs (SLO: <90.000µs 📉 -15.2%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.379µs (SLO: <170.000µs -9.2%) vs baseline: ~same

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

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.026µs (SLO: <160.000µs -6.9%) vs baseline: ~same

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.746µs (SLO: <170.000µs -9.0%) vs baseline: -0.3%

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ useragentvariant_exists_1

Time: ✅ 39.600µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.6%

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

✅ useragentvariant_exists_2

Time: ✅ 40.506µs (SLO: <50.000µs 📉 -19.0%) vs baseline: -1.0%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.6%

✅ useragentvariant_exists_3

Time: ✅ 39.996µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.1%

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

✅ useragentvariant_not_exists_1

Time: ✅ 39.522µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.3%

✅ useragentvariant_not_exists_2

Time: ✅ 39.468µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.1%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.6%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.290ms (SLO: <22.500ms 📉 -18.7%) vs baseline: ~same

Memory: ✅ 36.943MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.3%

✅ add-metrics

Time: ✅ 88.273ms (SLO: <93.500ms -5.6%) vs baseline: -0.7%

Memory: ✅ 41.071MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 142.493ms (SLO: <155.000ms -8.1%) vs baseline: +0.4%

Memory: ✅ 41.124MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +4.9%

✅ get-context

Time: ✅ 16.920ms (SLO: <20.500ms 📉 -17.5%) vs baseline: -0.4%

Memory: ✅ 36.726MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 17.204ms (SLO: <20.500ms 📉 -16.1%) vs baseline: ~same

Memory: ✅ 36.797MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 36.581ms (SLO: <40.000ms -8.5%) vs baseline: +0.3%

Memory: ✅ 37.416MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +5.3%

✅ set-status

Time: ✅ 18.669ms (SLO: <22.000ms 📉 -15.1%) vs baseline: -0.5%

Memory: ✅ 36.796MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.2%

✅ start

Time: ✅ 17.442ms (SLO: <20.500ms 📉 -14.9%) vs baseline: +2.4%

Memory: ✅ 36.744MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 51.038ms (SLO: <52.500ms -2.8%) vs baseline: -0.2%

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

✅ start-finish-telemetry

Time: ✅ 52.538ms (SLO: <54.500ms -3.6%) vs baseline: +0.4%

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

✅ start-finish-traceid128

Time: ✅ 54.213ms (SLO: <57.000ms -4.9%) vs baseline: -0.1%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ start-traceid128

Time: ✅ 17.244ms (SLO: <22.500ms 📉 -23.4%) vs baseline: +0.8%

Memory: ✅ 36.704MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.339ms (SLO: <22.000ms 📉 -21.2%) vs baseline: +0.4%

Memory: ✅ 36.855MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.338ms (SLO: <32.950ms 📉 -11.0%) vs baseline: -0.3%

Memory: ✅ 35.842MB (SLO: <36.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.912ms (SLO: <3.200ms -9.0%) vs baseline: +1.2%

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

✅ small

Time: ✅ 334.282µs (SLO: <370.000µs -9.7%) vs baseline: +2.6%

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

📉 Performance Improvements (1 suite)

📉 djangosimple - 30/30

✅ appsec

Time: ✅ 19.546ms (SLO: <22.300ms 📉 -12.4%) vs baseline: -0.4%

Memory: ✅ 67.849MB (SLO: <70.500MB -3.8%) vs baseline: +4.4%

✅ exception-replay-enabled

Time: ✅ 1.362ms (SLO: <1.450ms -6.1%) vs baseline: -0.2%

Memory: ✅ 66.112MB (SLO: <67.500MB -2.1%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.644ms (SLO: <22.250ms 📉 -11.7%) vs baseline: ~same

Memory: ✅ 67.987MB (SLO: <70.000MB -2.9%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.498ms (SLO: <16.550ms -6.4%) vs baseline: +0.7%

Memory: ✅ 56.281MB (SLO: <57.500MB -2.1%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.491ms (SLO: <21.750ms 📉 -10.4%) vs baseline: -0.5%

Memory: ✅ 67.948MB (SLO: <70.500MB -3.6%) vs baseline: +4.5%

✅ span-code-origin

Time: ✅ 20.036ms (SLO: <28.200ms 📉 -29.0%) vs baseline: 📉 -14.3%

Memory: ✅ 68.082MB (SLO: <71.000MB -4.1%) vs baseline: +3.1%

✅ tracer

Time: ✅ 19.617ms (SLO: <21.750ms -9.8%) vs baseline: +0.3%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.3%

✅ tracer-and-profiler

Time: ✅ 21.288ms (SLO: <23.500ms -9.4%) vs baseline: -0.4%

Memory: ✅ 69.304MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.592ms (SLO: <21.500ms -8.9%) vs baseline: -0.4%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.6%

✅ tracer-minimal

Time: ✅ 16.787ms (SLO: <17.500ms -4.1%) vs baseline: -0.2%

Memory: ✅ 67.731MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.600ms (SLO: <21.750ms -9.9%) vs baseline: +0.5%

Memory: ✅ 67.869MB (SLO: <72.500MB -6.4%) vs baseline: +4.3%

✅ tracer-no-caches

Time: ✅ 17.664ms (SLO: <19.650ms 📉 -10.1%) vs baseline: +0.1%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 19.125ms (SLO: <20.100ms -4.8%) vs baseline: ~same

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

✅ tracer-no-middleware

Time: ✅ 19.182ms (SLO: <21.500ms 📉 -10.8%) vs baseline: -0.8%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.488ms (SLO: <22.000ms 📉 -11.4%) vs baseline: +1.1%

Memory: ✅ 67.810MB (SLO: <70.500MB -3.8%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.255µs (SLO: <170.000µs -8.7%) vs baseline: +0.4%

Memory: ✅ 39.457MB (SLO: <41.000MB -3.8%) vs baseline: +4.8%

✅ import_many_cached

Time: ✅ 120.716µs (SLO: <130.000µs -7.1%) vs baseline: ~same

Memory: ✅ 39.402MB (SLO: <41.000MB -3.9%) vs baseline: +4.9%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -57.0%) vs baseline: -0.2%

Memory: ✅ 39.432MB (SLO: <41.000MB -3.8%) vs baseline: +4.6%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.3%) vs baseline: ~same

Memory: ✅ 39.535MB (SLO: <41.000MB -3.6%) vs baseline: +5.2%

✅ import_many_unknown

Time: ✅ 832.632µs (SLO: <890.000µs -6.4%) vs baseline: +0.1%

Memory: ✅ 39.542MB (SLO: <41.000MB -3.6%) vs baseline: +4.7%

✅ import_many_unknown_cached

Time: ✅ 790.292µs (SLO: <870.000µs -9.2%) vs baseline: -0.2%

Memory: ✅ 39.623MB (SLO: <41.000MB -3.4%) vs baseline: +4.7%

✅ import_one

Time: ✅ 19.799µs (SLO: <30.000µs 📉 -34.0%) vs baseline: ~same

Memory: ✅ 39.387MB (SLO: <41.000MB -3.9%) vs baseline: +4.6%

✅ import_one_cache

Time: ✅ 6.270µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.3%

Memory: ✅ 39.493MB (SLO: <41.000MB -3.7%) vs baseline: +5.2%

✅ import_one_stdlib

Time: ✅ 18.794µs (SLO: <20.000µs -6.0%) vs baseline: +0.8%

Memory: ✅ 39.420MB (SLO: <41.000MB -3.9%) vs baseline: +5.2%

✅ import_one_stdlib_cache

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

Memory: ✅ 39.428MB (SLO: <41.000MB -3.8%) vs baseline: +5.0%

✅ import_one_unknown

Time: ✅ 45.086µs (SLO: <50.000µs -9.8%) vs baseline: -0.1%

Memory: ✅ 39.437MB (SLO: <41.000MB -3.8%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.282µs (SLO: <10.000µs 📉 -37.2%) vs baseline: +0.4%

Memory: ✅ 39.356MB (SLO: <41.000MB -4.0%) vs baseline: +4.7%

✅ All Tests Passing (3 suites)

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.031µs (SLO: <60.000µs 📉 -18.3%) vs baseline: +0.4%

Memory: ✅ 40.029MB (SLO: <42.000MB -4.7%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 176.156µs (SLO: <190.000µs -7.3%) vs baseline: +1.2%

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

✅ propagation_enabled_100

Time: ✅ 1.943ms (SLO: <2.300ms 📉 -15.5%) vs baseline: +1.1%

Memory: ✅ 40.128MB (SLO: <42.000MB -4.5%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 32.727ms (SLO: <34.550ms -5.3%) vs baseline: +0.2%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.568ms (SLO: <42.000ms -3.4%) vs baseline: +0.6%

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

✅ add-link

Time: ✅ 36.304ms (SLO: <38.550ms -5.8%) vs baseline: +0.1%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 219.503ms (SLO: <232.000ms -5.4%) vs baseline: +0.4%

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

✅ add-tags

Time: ✅ 212.090ms (SLO: <221.600ms -4.3%) vs baseline: +0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ get-context

Time: ✅ 29.179ms (SLO: <31.300ms -6.8%) vs baseline: +0.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 29.113ms (SLO: <31.000ms -6.1%) vs baseline: ~same

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

✅ record-exception

Time: ✅ 63.058ms (SLO: <65.850ms -4.2%) vs baseline: ~same

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

✅ set-status

Time: ✅ 32.058ms (SLO: <34.150ms -6.1%) vs baseline: +0.9%

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

✅ start

Time: ✅ 29.409ms (SLO: <30.150ms -2.5%) vs baseline: +2.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 33.886ms (SLO: <35.350ms -4.1%) vs baseline: +0.3%

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

✅ start-finish-telemetry

Time: ✅ 34.089ms (SLO: <35.450ms -3.8%) vs baseline: +0.2%

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

✅ update-name

Time: ✅ 31.062ms (SLO: <33.400ms -7.0%) vs baseline: +0.7%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.788ms (SLO: <354.300ms -3.5%) vs baseline: -0.6%

Memory: ✅ 40.572MB (SLO: <41.500MB -2.2%) vs baseline: +4.7%

✅ cache_on

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.7%

Memory: ✅ 39.400MB (SLO: <41.000MB -3.9%) vs baseline: +4.4%

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

Signed-off-by: Juanjo Alvarez <[email protected]>

brettlangdon · 2025-12-04T16:07:45Z

We have a monitor configured to do this instead.

Initial import

3ddc9c3

Signed-off-by: Juanjo Alvarez <[email protected]>

juanjux self-assigned this Dec 1, 2025

juanjux added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 1, 2025

restore file

6cbd0cd

Signed-off-by: Juanjo Alvarez <[email protected]>

doc

3911e7d

Signed-off-by: Juanjo Alvarez <[email protected]>

juanjux marked this pull request as ready for review December 3, 2025 10:23

juanjux requested review from a team as code owners December 3, 2025 10:23

juanjux requested review from emmettbutler and florentinl December 3, 2025 10:23

juanjux added 2 commits December 4, 2025 10:57

Disable notifications until we check this works

27d270f

Signed-off-by: Juanjo Alvarez <[email protected]>

fmt

6452d69

Signed-off-by: Juanjo Alvarez <[email protected]>

brettlangdon closed this Dec 4, 2025

brettlangdon deleted the juanjux/lock-important-branches branch December 4, 2025 16:08

chore(ci): create an issue and warn on slack when one of the supported branches fails nightly CI #15466

chore(ci): create an issue and warn on slack when one of the supported branches fails nightly CI #15466

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Description

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

❌ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

✅ 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

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