fix(er): don't persist frames while snapshots are queued #15610

tylfin · 2025-12-11T21:16:36Z

Description

This test shows that we persist frames in memory until messages are sent to Datadog. We should find a way to dereference these frames so the garbage collector can clean them up as soon as possible, otherwise we risk raising the application high water mark.

Testing

Risks

Additional Notes

github-actions · 2025-12-11T21:20:38Z

CODEOWNERS have been resolved as:

ddtrace/debugging/_exception/replay.py                                  @DataDog/debugger-python
tests/debugging/exception/test_replay.py                                @DataDog/debugger-python

tylfin · 2025-12-11T21:21:14Z

@P403n1x87 I need some help on an approach here, I tried:

# Capture
snapshot.do_line()
snapshot.frame = None

Since it seemed safe, but ended up breaking things. Any ideas?

github-actions · 2025-12-11T21:53:36Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 256 ± 4 ms.

The average import time from base is: 261 ± 4 ms.

The import time difference between this PR and base is: -5.2 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.933 ms (1.15%)

ddtrace.bootstrap.sitecustomize 1.539 ms (0.60%)

ddtrace.bootstrap.preload 1.539 ms (0.60%)

ddtrace.internal.remoteconfig.client 0.688 ms (0.27%)

ddtrace 1.394 ms (0.54%)

ddtrace._logger 0.698 ms (0.27%)

ddtrace.internal.telemetry 0.698 ms (0.27%)

ddtrace.internal.telemetry.writer 0.698 ms (0.27%)

ddtrace.internal.utils.version 0.698 ms (0.27%)

ddtrace.version 0.698 ms (0.27%)

ddtrace.internal._unpatched 0.033 ms (0.01%)

json 0.033 ms (0.01%)

json.decoder 0.033 ms (0.01%)

re 0.033 ms (0.01%)

enum 0.033 ms (0.01%)

types 0.033 ms (0.01%)

pr-commenter · 2025-12-11T22:28:52Z

Performance SLOs

Comparing candidate tyler.finethy/DEBUG-4851-2 (e8d6258) with baseline main (38fdcc5)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.7%

Memory: ✅ 38.497MB (SLO: <41.500MB -7.2%) vs baseline: +4.9%

✅ add_inplace_aspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 38.699MB (SLO: <41.500MB -6.7%) vs baseline: +4.8%

✅ add_inplace_noaspect

Time: ✅ 0.291µs (SLO: <10.000µs 📉 -97.1%) vs baseline: +1.1%

Memory: ✅ 38.424MB (SLO: <41.500MB -7.4%) vs baseline: +4.5%

✅ add_noaspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.2%

Memory: ✅ 38.617MB (SLO: <41.500MB -6.9%) vs baseline: +5.0%

✅ bytearray_aspect

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.2%

Memory: ✅ 38.675MB (SLO: <41.500MB -6.8%) vs baseline: +5.2%

✅ bytearray_extend_aspect

Time: ✅ 1.441µs (SLO: <10.000µs 📉 -85.6%) vs baseline: -3.3%

Memory: ✅ 38.460MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.6%

Memory: ✅ 38.693MB (SLO: <41.500MB -6.8%) vs baseline: +5.5%

✅ bytearray_noaspect

Time: ✅ 0.486µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.0%

Memory: ✅ 38.492MB (SLO: <41.500MB -7.2%) vs baseline: +4.6%

✅ bytes_aspect

Time: ✅ 1.270µs (SLO: <10.000µs 📉 -87.3%) vs baseline: ~same

Memory: ✅ 38.362MB (SLO: <41.500MB -7.6%) vs baseline: +4.2%

✅ bytes_noaspect

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

Memory: ✅ 38.539MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ bytesio_aspect

Time: ✅ 1.314µs (SLO: <10.000µs 📉 -86.9%) vs baseline: ~same

Memory: ✅ 38.505MB (SLO: <41.500MB -7.2%) vs baseline: +4.3%

✅ bytesio_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 38.515MB (SLO: <41.500MB -7.2%) vs baseline: +5.1%

✅ capitalize_aspect

Time: ✅ 0.741µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 38.574MB (SLO: <41.500MB -7.0%) vs baseline: +5.1%

✅ capitalize_noaspect

Time: ✅ 0.438µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.2%

Memory: ✅ 38.471MB (SLO: <41.500MB -7.3%) vs baseline: +4.9%

✅ casefold_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.3%

Memory: ✅ 38.449MB (SLO: <41.500MB -7.4%) vs baseline: +4.5%

✅ casefold_noaspect

Time: ✅ 0.374µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 38.605MB (SLO: <41.500MB -7.0%) vs baseline: +5.2%

✅ decode_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +1.6%

Memory: ✅ 38.750MB (SLO: <41.500MB -6.6%) vs baseline: +4.8%

✅ decode_noaspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.8%

Memory: ✅ 38.445MB (SLO: <41.500MB -7.4%) vs baseline: +4.5%

✅ encode_aspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.5%

Memory: ✅ 38.563MB (SLO: <41.500MB -7.1%) vs baseline: +5.1%

✅ encode_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.3%

Memory: ✅ 38.597MB (SLO: <41.500MB -7.0%) vs baseline: +5.3%

✅ format_aspect

Time: ✅ 3.417µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -0.3%

Memory: ✅ 38.526MB (SLO: <41.500MB -7.2%) vs baseline: +4.5%

✅ format_map_aspect

Time: ✅ 3.657µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.6%

Memory: ✅ 38.575MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ format_map_noaspect

Time: ✅ 0.830µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.0%

Memory: ✅ 38.424MB (SLO: <41.500MB -7.4%) vs baseline: +4.8%

✅ format_noaspect

Time: ✅ 0.604µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +1.9%

Memory: ✅ 38.393MB (SLO: <41.500MB -7.5%) vs baseline: +4.1%

✅ index_aspect

Time: ✅ 0.343µs (SLO: <10.000µs 📉 -96.6%) vs baseline: -0.4%

Memory: ✅ 38.537MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ index_noaspect

Time: ✅ 0.313µs (SLO: <10.000µs 📉 -96.9%) vs baseline: +0.2%

Memory: ✅ 38.520MB (SLO: <41.500MB -7.2%) vs baseline: +4.9%

✅ join_aspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: ~same

Memory: ✅ 38.427MB (SLO: <41.500MB -7.4%) vs baseline: +4.4%

✅ join_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.2%

Memory: ✅ 38.562MB (SLO: <41.500MB -7.1%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.630µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +3.0%

Memory: ✅ 38.556MB (SLO: <41.500MB -7.1%) vs baseline: +4.8%

✅ ljust_noaspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.3%

Memory: ✅ 38.567MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.258µs (SLO: <10.000µs 📉 -77.4%) vs baseline: +1.1%

Memory: ✅ 38.600MB (SLO: <41.500MB -7.0%) vs baseline: +5.2%

✅ lower_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.0%

Memory: ✅ 38.556MB (SLO: <41.500MB -7.1%) vs baseline: +4.7%

✅ lstrip_aspect

Time: ✅ 2.203µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.6%

Memory: ✅ 38.635MB (SLO: <41.500MB -6.9%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.4%

Memory: ✅ 38.697MB (SLO: <41.500MB -6.8%) vs baseline: +5.3%

✅ modulo_aspect

Time: ✅ 0.974µs (SLO: <10.000µs 📉 -90.3%) vs baseline: +0.1%

Memory: ✅ 38.472MB (SLO: <41.500MB -7.3%) vs baseline: +4.8%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.484µs (SLO: <10.000µs 📉 -85.2%) vs baseline: ~same

Memory: ✅ 38.691MB (SLO: <41.500MB -6.8%) vs baseline: +5.3%

✅ modulo_aspect_for_bytes

Time: ✅ 0.951µs (SLO: <10.000µs 📉 -90.5%) vs baseline: -0.3%

Memory: ✅ 38.577MB (SLO: <41.500MB -7.0%) vs baseline: +4.3%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.172µs (SLO: <10.000µs 📉 -88.3%) vs baseline: -0.2%

Memory: ✅ 38.828MB (SLO: <41.500MB -6.4%) vs baseline: +5.2%

✅ modulo_noaspect

Time: ✅ 0.671µs (SLO: <10.000µs 📉 -93.3%) vs baseline: -0.2%

Memory: ✅ 38.509MB (SLO: <41.500MB -7.2%) vs baseline: +4.3%

✅ replace_aspect

Time: ✅ 5.018µs (SLO: <10.000µs 📉 -49.8%) vs baseline: +2.2%

Memory: ✅ 38.465MB (SLO: <41.500MB -7.3%) vs baseline: +4.9%

✅ replace_noaspect

Time: ✅ 0.465µs (SLO: <10.000µs 📉 -95.3%) vs baseline: +0.6%

Memory: ✅ 38.581MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ repr_aspect

Time: ✅ 0.952µs (SLO: <10.000µs 📉 -90.5%) vs baseline: ~same

Memory: ✅ 38.487MB (SLO: <41.500MB -7.3%) vs baseline: +5.1%

✅ repr_noaspect

Time: ✅ 0.458µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.8%

Memory: ✅ 38.585MB (SLO: <41.500MB -7.0%) vs baseline: +4.6%

✅ rstrip_aspect

Time: ✅ 1.878µs (SLO: <20.000µs 📉 -90.6%) vs baseline: +1.4%

Memory: ✅ 38.537MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.0%

Memory: ✅ 38.574MB (SLO: <41.500MB -7.0%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 0.484µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.6%

Memory: ✅ 38.536MB (SLO: <41.500MB -7.1%) vs baseline: +5.2%

✅ slice_noaspect

Time: ✅ 0.450µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.1%

Memory: ✅ 38.632MB (SLO: <41.500MB -6.9%) vs baseline: +4.9%

✅ stringio_aspect

Time: ✅ 1.701µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.6%

Memory: ✅ 38.548MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ stringio_noaspect

Time: ✅ 0.919µs (SLO: <10.000µs 📉 -90.8%) vs baseline: +0.7%

Memory: ✅ 38.459MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ strip_aspect

Time: ✅ 2.449µs (SLO: <20.000µs 📉 -87.8%) vs baseline: 📈 +12.5%

Memory: ✅ 38.580MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ strip_noaspect

Time: ✅ 0.390µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.1%

Memory: ✅ 38.630MB (SLO: <41.500MB -6.9%) vs baseline: +5.3%

✅ swapcase_aspect

Time: ✅ 2.445µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +0.8%

Memory: ✅ 38.548MB (SLO: <41.500MB -7.1%) vs baseline: +4.3%

✅ swapcase_noaspect

Time: ✅ 0.541µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.7%

Memory: ✅ 38.571MB (SLO: <41.500MB -7.1%) vs baseline: +4.8%

✅ title_aspect

Time: ✅ 2.384µs (SLO: <10.000µs 📉 -76.2%) vs baseline: -0.1%

Memory: ✅ 38.462MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ title_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.0%

Memory: ✅ 38.661MB (SLO: <41.500MB -6.8%) vs baseline: +5.4%

✅ translate_aspect

Time: ✅ 3.265µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.2%

Memory: ✅ 38.772MB (SLO: <41.500MB -6.6%) vs baseline: +5.6%

✅ translate_noaspect

Time: ✅ 1.049µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +0.1%

Memory: ✅ 38.700MB (SLO: <41.500MB -6.7%) vs baseline: +5.2%

✅ upper_aspect

Time: ✅ 2.394µs (SLO: <10.000µs 📉 -76.1%) vs baseline: +5.5%

Memory: ✅ 38.560MB (SLO: <41.500MB -7.1%) vs baseline: +4.6%

✅ upper_noaspect

Time: ✅ 0.376µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.6%

Memory: ✅ 38.628MB (SLO: <41.500MB -6.9%) vs baseline: +4.9%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.156µs (SLO: <10.000µs 📉 -48.4%) vs baseline: 📈 +21.9%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ ospathbasename_noaspect

Time: ✅ 1.087µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.1%

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +5.2%

✅ ospathjoin_aspect

Time: ✅ 6.131µs (SLO: <10.000µs 📉 -38.7%) vs baseline: +2.2%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.5%

✅ ospathjoin_noaspect

Time: ✅ 2.296µs (SLO: <10.000µs 📉 -77.0%) vs baseline: -0.4%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.5%

✅ ospathnormcase_aspect

Time: ✅ 3.473µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +0.1%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ ospathnormcase_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ ospathsplit_aspect

Time: ✅ 4.855µs (SLO: <10.000µs 📉 -51.4%) vs baseline: -0.2%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ ospathsplit_noaspect

Time: ✅ 1.603µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ ospathsplitdrive_aspect

Time: ✅ 3.710µs (SLO: <10.000µs 📉 -62.9%) vs baseline: -0.8%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +4.9%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.1%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.7%

✅ ospathsplitext_aspect

Time: ✅ 4.558µs (SLO: <10.000µs 📉 -54.4%) vs baseline: -1.3%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.5%

✅ ospathsplitext_noaspect

Time: ✅ 1.382µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.6%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.359µs (SLO: <20.000µs 📉 -83.2%) vs baseline: 📈 +11.2%

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

✅ 1-count-metrics-100-times

Time: ✅ 203.693µs (SLO: <220.000µs -7.4%) vs baseline: -1.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.361µs (SLO: <20.000µs 📉 -83.2%) vs baseline: -1.4%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 219.789µs (SLO: <230.000µs -4.4%) vs baseline: ~same

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.198µs (SLO: <20.000µs 📉 -89.0%) vs baseline: -0.2%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 136.823µs (SLO: <150.000µs -8.8%) vs baseline: +0.5%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.150µs (SLO: <20.000µs 📉 -84.3%) vs baseline: -0.7%

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

✅ 1-rate-metrics-100-times

Time: ✅ 216.291µs (SLO: <250.000µs 📉 -13.5%) vs baseline: -1.1%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.399ms (SLO: <22.000ms -7.3%) vs baseline: -2.2%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.297ms (SLO: <2.550ms -9.9%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.399ms (SLO: <1.550ms -9.8%) vs baseline: +0.4%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.232ms (SLO: <2.550ms 📉 -12.5%) vs baseline: -1.6%

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

✅ flush-1-metric

Time: ✅ 4.617µs (SLO: <20.000µs 📉 -76.9%) vs baseline: -0.4%

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

✅ flush-100-metrics

Time: ✅ 174.325µs (SLO: <250.000µs 📉 -30.3%) vs baseline: +0.3%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.174ms (SLO: <2.500ms 📉 -13.0%) vs baseline: +0.3%

Memory: ✅ 36.038MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +5.0%

🟡 Near SLO Breach (15 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.308µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.5%

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

✅ context_with_data_no_listeners

Time: ✅ 3.320µs (SLO: <10.000µs 📉 -66.8%) vs baseline: +1.7%

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

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

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

✅ get_item_missing

Time: ✅ 0.642µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +1.1%

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

✅ set_item

Time: ✅ 23.975µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -0.7%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.584ms (SLO: <22.300ms 📉 -12.2%) vs baseline: ~same

Memory: ✅ 68.223MB (SLO: <70.500MB -3.2%) vs baseline: +4.7%

✅ exception-replay-enabled

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

Memory: ✅ 66.304MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.647ms (SLO: <22.250ms 📉 -11.7%) vs baseline: +0.4%

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

✅ profiler

Time: ✅ 14.731ms (SLO: <16.550ms 📉 -11.0%) vs baseline: -3.7%

Memory: ✅ 55.982MB (SLO: <57.500MB -2.6%) vs baseline: +4.1%

✅ resource-renaming

Time: ✅ 19.507ms (SLO: <21.750ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 68.203MB (SLO: <70.500MB -3.3%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 19.991ms (SLO: <28.200ms 📉 -29.1%) vs baseline: +1.4%

Memory: ✅ 68.102MB (SLO: <71.000MB -4.1%) vs baseline: +4.7%

✅ tracer

Time: ✅ 19.625ms (SLO: <21.750ms -9.8%) vs baseline: +0.5%

Memory: ✅ 68.243MB (SLO: <70.000MB -2.5%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 20.900ms (SLO: <23.500ms 📉 -11.1%) vs baseline: -3.7%

Memory: ✅ 69.265MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.682ms (SLO: <21.500ms -8.5%) vs baseline: +0.6%

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

✅ tracer-minimal

Time: ✅ 16.838ms (SLO: <17.500ms -3.8%) vs baseline: +0.4%

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

✅ tracer-native

Time: ✅ 19.490ms (SLO: <21.750ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 68.223MB (SLO: <72.500MB -5.9%) vs baseline: +4.7%

✅ tracer-no-caches

Time: ✅ 17.704ms (SLO: <19.650ms -9.9%) vs baseline: +0.4%

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

✅ tracer-no-databases

Time: ✅ 19.191ms (SLO: <20.100ms -4.5%) vs baseline: +0.6%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.7%

✅ tracer-no-middleware

Time: ✅ 19.322ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.4%

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.522ms (SLO: <22.000ms 📉 -11.3%) vs baseline: +0.9%

Memory: ✅ 68.144MB (SLO: <70.500MB -3.3%) vs baseline: +4.7%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.292ms (SLO: <19.850ms 📉 -17.9%) vs baseline: -0.2%

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.332ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.4%

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

✅ tracer-enabled

Time: ✅ 16.342ms (SLO: <19.450ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.874MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.069ms (SLO: <2.300ms 📉 -10.0%) vs baseline: ~same

Memory: ✅ 55.660MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.070ms (SLO: <2.250ms -8.0%) vs baseline: -0.4%

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

✅ tracer-enabled

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

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +5.1%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.378ms (SLO: <4.750ms 📉 -28.9%) vs baseline: ~same

Memory: ✅ 55.435MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 2.859ms (SLO: <6.750ms 📉 -57.6%) vs baseline: +0.1%

Memory: ✅ 55.692MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 3.390ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.6%

Memory: ✅ 55.453MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: -0.1%

Memory: ✅ 47.906MB (SLO: <49.500MB -3.2%) vs baseline: +5.1%

✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: +0.1%

Memory: ✅ 44.563MB (SLO: <49.000MB -9.1%) vs baseline: +5.0%

✅ profiler

Time: ✅ 1.867ms (SLO: <2.100ms 📉 -11.1%) vs baseline: -2.1%

Memory: ✅ 48.731MB (SLO: <50.000MB -2.5%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: -0.3%

Memory: ✅ 55.395MB (SLO: <56.000MB 🟡 -1.1%) vs baseline: +4.8%

✅ tracer

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

Memory: ✅ 55.416MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 3.356ms (SLO: <3.650ms -8.0%) vs baseline: -0.2%

Memory: ✅ 55.516MB (SLO: <60.000MB -7.5%) vs baseline: +5.0%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.063ms (SLO: <4.200ms 📉 -50.9%) vs baseline: +0.2%

Memory: ✅ 55.679MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.071ms (SLO: <2.800ms 📉 -26.0%) vs baseline: ~same

Memory: ✅ 55.620MB (SLO: <62.500MB 📉 -11.0%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.065ms (SLO: <2.250ms -8.2%) vs baseline: ~same

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

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.151µs (SLO: <100.000µs 📉 -18.8%) vs baseline: -1.0%

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

✅ b3_headers

Time: ✅ 14.181µs (SLO: <20.000µs 📉 -29.1%) vs baseline: -1.6%

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

✅ b3_single_headers

Time: ✅ 13.218µs (SLO: <20.000µs 📉 -33.9%) vs baseline: -2.3%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.896µs (SLO: <80.000µs 📉 -20.1%) vs baseline: -0.6%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.536µs (SLO: <80.000µs 📉 -13.1%) vs baseline: +4.7%

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

✅ empty_headers

Time: ✅ 1.638µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +1.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.5%

✅ full_t_id_datadog_headers

Time: ✅ 22.412µs (SLO: <30.000µs 📉 -25.3%) vs baseline: -2.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ invalid_priority_header

Time: ✅ 6.572µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.4%

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

✅ invalid_span_id_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

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

✅ invalid_tags_header

Time: ✅ 6.566µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.7%

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

✅ invalid_trace_id_header

Time: ✅ 6.504µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.6%

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

✅ large_header_no_matches

Time: ✅ 27.815µs (SLO: <30.000µs -7.3%) vs baseline: +0.4%

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

✅ large_valid_headers_all

Time: ✅ 28.808µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.812µs (SLO: <20.000µs 📉 -50.9%) vs baseline: -1.0%

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

✅ medium_valid_headers_all

Time: ✅ 11.354µs (SLO: <20.000µs 📉 -43.2%) vs baseline: -0.2%

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

✅ none_propagation_style

Time: ✅ 1.720µs (SLO: <10.000µs 📉 -82.8%) vs baseline: -0.4%

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

✅ tracecontext_headers

Time: ✅ 34.852µs (SLO: <40.000µs 📉 -12.9%) vs baseline: -1.2%

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

✅ valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.8%

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

✅ valid_headers_basic

Time: ✅ 6.121µs (SLO: <10.000µs 📉 -38.8%) vs baseline: -0.2%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ wsgi_empty_headers

Time: ✅ 1.627µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +0.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

✅ wsgi_invalid_priority_header

Time: ✅ 6.603µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.3%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.624µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.1%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.608µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.3%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.512µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.8%

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

✅ wsgi_large_header_no_matches

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

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

✅ wsgi_large_valid_headers_all

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

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.133µs (SLO: <20.000µs 📉 -49.3%) vs baseline: +0.3%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.505µs (SLO: <20.000µs 📉 -42.5%) vs baseline: -0.4%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.590µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.4%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ wsgi_valid_headers_basic

Time: ✅ 6.149µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.7%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.990µs (SLO: <30.000µs 📉 -26.7%) vs baseline: +6.2%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.3%

✅ with_all

Time: ✅ 27.887µs (SLO: <40.000µs 📉 -30.3%) vs baseline: +0.3%

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

✅ with_dd_origin

Time: ✅ 24.890µs (SLO: <30.000µs 📉 -17.0%) vs baseline: +1.4%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.1%

✅ with_priority_and_origin

Time: ✅ 24.240µs (SLO: <40.000µs 📉 -39.4%) vs baseline: +0.8%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ with_sampling_priority

Time: ✅ 21.136µs (SLO: <30.000µs 📉 -29.5%) vs baseline: +1.7%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ with_tags

Time: ✅ 25.941µs (SLO: <40.000µs 📉 -35.1%) vs baseline: +0.4%

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

✅ with_tags_invalid

Time: ✅ 27.399µs (SLO: <40.000µs 📉 -31.5%) vs baseline: +0.2%

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

✅ with_tags_max_size

Time: ✅ 26.669µs (SLO: <40.000µs 📉 -33.3%) vs baseline: +1.6%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.1%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.124ms (SLO: <47.150ms 📉 -14.9%) vs baseline: -0.4%

Memory: ✅ 39.536MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 260.760ms (SLO: <344.800ms 📉 -24.4%) vs baseline: -1.2%

Memory: ✅ 43.859MB (SLO: <47.500MB -7.7%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 315.984ms (SLO: <321.000ms 🟡 -1.6%) vs baseline: -0.8%

Memory: ✅ 43.720MB (SLO: <47.500MB -8.0%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.242ms (SLO: <92.350ms 📉 -13.1%) vs baseline: +0.2%

Memory: ✅ 39.995MB (SLO: <46.500MB 📉 -14.0%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 37.891ms (SLO: <44.500ms 📉 -14.9%) vs baseline: +0.5%

Memory: ✅ 39.438MB (SLO: <47.500MB 📉 -17.0%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.875ms (SLO: <67.650ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 40.163MB (SLO: <47.000MB 📉 -14.5%) vs baseline: +5.4%

✅ set-status

Time: ✅ 44.235ms (SLO: <50.400ms 📉 -12.2%) vs baseline: +0.4%

Memory: ✅ 39.397MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.8%

✅ start

Time: ✅ 38.228ms (SLO: <43.450ms 📉 -12.0%) vs baseline: +2.8%

Memory: ✅ 39.501MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 82.656ms (SLO: <88.000ms -6.1%) vs baseline: +0.2%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 84.071ms (SLO: <89.000ms -5.5%) vs baseline: +0.1%

Memory: ✅ 37.434MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +5.2%

✅ update-name

Time: ✅ 38.717ms (SLO: <45.150ms 📉 -14.2%) vs baseline: ~same

Memory: ✅ 39.697MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +5.0%

🟡 ratelimiter - 12/12

✅ defaults

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

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

✅ high_rate_limit

Time: ✅ 2.413µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.4%

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

✅ long_window

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.5%

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

✅ low_rate_limit

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.1%

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

✅ no_rate_limit

Time: ✅ 0.833µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.0%

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

✅ short_window

Time: ✅ 2.490µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +1.0%

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

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.331ms (SLO: <320.950ms -3.9%) vs baseline: -0.3%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ deep-profiled

Time: ✅ 315.814ms (SLO: <359.150ms 📉 -12.1%) vs baseline: -3.9%

Memory: ✅ 39.715MB (SLO: <40.500MB 🟡 -1.9%) vs baseline: +4.5%

✅ medium

Time: ✅ 7.018ms (SLO: <7.400ms -5.2%) vs baseline: ~same

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

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms -10.0%) vs baseline: +0.7%

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

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.177µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.1%

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

✅ high_match

Time: ✅ 172.631µs (SLO: <480.000µs 📉 -64.0%) vs baseline: -0.1%

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

✅ low_match

Time: ✅ 98.772µs (SLO: <120.000µs 📉 -17.7%) vs baseline: +0.1%

Memory: ✅ 603.553MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.682ms (SLO: <8.500ms 📉 -68.5%) vs baseline: +0.3%

Memory: ✅ 71.100MB (SLO: <75.000MB -5.2%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.633µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.2%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +4.5%

✅ all-enabled

Time: ✅ 41.228µs (SLO: <50.000µs 📉 -17.5%) vs baseline: +2.2%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.4%

✅ collectipvariant_exists

Time: ✅ 41.027µs (SLO: <50.000µs 📉 -17.9%) vs baseline: ~same

Memory: ✅ 35.232MB (SLO: <36.000MB -2.1%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.288µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +0.7%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.4%

✅ no-useragentvariant

Time: ✅ 38.941µs (SLO: <50.000µs 📉 -22.1%) vs baseline: ~same

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.994µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +0.8%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.002µs (SLO: <90.000µs 📉 -15.6%) vs baseline: ~same

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

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.337µs (SLO: <90.000µs 📉 -15.2%) vs baseline: -0.3%

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

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.617µs (SLO: <170.000µs -9.0%) vs baseline: +0.2%

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +5.2%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.074µs (SLO: <160.000µs -6.8%) vs baseline: +0.3%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.8%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.216µs (SLO: <170.000µs -8.7%) vs baseline: +0.1%

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

✅ useragentvariant_exists_1

Time: ✅ 39.846µs (SLO: <50.000µs 📉 -20.3%) vs baseline: ~same

Memory: ✅ 35.350MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 40.928µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +0.5%

Memory: ✅ 35.252MB (SLO: <36.000MB -2.1%) vs baseline: +4.6%

✅ useragentvariant_exists_3

Time: ✅ 40.349µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +0.2%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.790µs (SLO: <50.000µs 📉 -20.4%) vs baseline: +0.5%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.6%

✅ useragentvariant_not_exists_2

Time: ✅ 39.734µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.6%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.8%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.077ms (SLO: <22.500ms 📉 -19.7%) vs baseline: -0.7%

Memory: ✅ 37.001MB (SLO: <53.000MB 📉 -30.2%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 88.754ms (SLO: <93.500ms -5.1%) vs baseline: -0.2%

Memory: ✅ 41.149MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 141.014ms (SLO: <155.000ms -9.0%) vs baseline: -1.6%

Memory: ✅ 41.176MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 16.934ms (SLO: <20.500ms 📉 -17.4%) vs baseline: +0.3%

Memory: ✅ 36.785MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 17.140ms (SLO: <20.500ms 📉 -16.4%) vs baseline: -0.2%

Memory: ✅ 36.689MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 36.401ms (SLO: <40.000ms -9.0%) vs baseline: -0.1%

Memory: ✅ 37.385MB (SLO: <53.000MB 📉 -29.5%) vs baseline: +5.0%

✅ set-status

Time: ✅ 18.622ms (SLO: <22.000ms 📉 -15.4%) vs baseline: +0.3%

Memory: ✅ 36.807MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ start

Time: ✅ 17.334ms (SLO: <20.500ms 📉 -15.4%) vs baseline: +3.3%

Memory: ✅ 36.753MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 50.857ms (SLO: <52.500ms -3.1%) vs baseline: -0.2%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

✅ start-finish-telemetry

Time: ✅ 52.187ms (SLO: <54.500ms -4.2%) vs baseline: ~same

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

✅ start-finish-traceid128

Time: ✅ 54.104ms (SLO: <57.000ms -5.1%) vs baseline: -0.2%

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

✅ start-traceid128

Time: ✅ 17.266ms (SLO: <22.500ms 📉 -23.3%) vs baseline: +0.5%

Memory: ✅ 36.795MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ update-name

Time: ✅ 17.427ms (SLO: <22.000ms 📉 -20.8%) vs baseline: +0.3%

Memory: ✅ 36.931MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.2%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.230ms (SLO: <32.950ms 📉 -11.3%) vs baseline: +0.4%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ medium

Time: ✅ 2.878ms (SLO: <3.200ms 📉 -10.1%) vs baseline: -0.5%

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

✅ small

Time: ✅ 330.644µs (SLO: <370.000µs 📉 -10.6%) vs baseline: +0.9%

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

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.227µs (SLO: <170.000µs -8.7%) vs baseline: -0.5%

Memory: ✅ 39.596MB (SLO: <41.000MB -3.4%) vs baseline: +5.0%

✅ import_many_cached

Time: ✅ 120.895µs (SLO: <130.000µs -7.0%) vs baseline: -0.4%

Memory: ✅ 39.461MB (SLO: <41.000MB -3.8%) vs baseline: +4.7%

✅ import_many_stdlib

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

Memory: ✅ 39.484MB (SLO: <41.000MB -3.7%) vs baseline: +4.7%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: +0.3%

Memory: ✅ 39.522MB (SLO: <41.000MB -3.6%) vs baseline: +5.0%

✅ import_many_unknown

Time: ✅ 825.113µs (SLO: <890.000µs -7.3%) vs baseline: -1.1%

Memory: ✅ 39.666MB (SLO: <41.000MB -3.3%) vs baseline: +5.0%

✅ import_many_unknown_cached

Time: ✅ 791.930µs (SLO: <870.000µs -9.0%) vs baseline: -0.7%

Memory: ✅ 39.630MB (SLO: <41.000MB -3.3%) vs baseline: +4.6%

✅ import_one

Time: ✅ 19.791µs (SLO: <30.000µs 📉 -34.0%) vs baseline: -0.2%

Memory: ✅ 39.546MB (SLO: <41.000MB -3.5%) vs baseline: +4.7%

✅ import_one_cache

Time: ✅ 6.273µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.4%

Memory: ✅ 39.650MB (SLO: <41.000MB -3.3%) vs baseline: +5.4%

✅ import_one_stdlib

Time: ✅ 18.755µs (SLO: <20.000µs -6.2%) vs baseline: +0.3%

Memory: ✅ 39.616MB (SLO: <41.000MB -3.4%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.294µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.9%

Memory: ✅ 39.406MB (SLO: <41.000MB -3.9%) vs baseline: +4.5%

✅ import_one_unknown

Time: ✅ 45.621µs (SLO: <50.000µs -8.8%) vs baseline: +0.6%

Memory: ✅ 39.549MB (SLO: <41.000MB -3.5%) vs baseline: +4.8%

✅ import_one_unknown_cache

Time: ✅ 6.272µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.6%

Memory: ✅ 39.381MB (SLO: <41.000MB -3.9%) vs baseline: +4.5%

✅ All Tests Passing (5 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.710µs (SLO: <40.000µs 📉 -15.7%) vs baseline: +5.7%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.4%

✅ re_expand_noaspect

Time: ✅ 28.491µs (SLO: <40.000µs 📉 -28.8%) vs baseline: -0.7%

Memory: ✅ 38.417MB (SLO: <41.000MB -6.3%) vs baseline: +4.3%

✅ re_findall_aspect

Time: ✅ 2.946µs (SLO: <10.000µs 📉 -70.5%) vs baseline: +1.9%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 1.408µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.9%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +4.9%

✅ re_finditer_aspect

Time: ✅ 4.431µs (SLO: <10.000µs 📉 -55.7%) vs baseline: +0.7%

Memory: ✅ 38.496MB (SLO: <41.000MB -6.1%) vs baseline: +4.6%

✅ re_finditer_noaspect

Time: ✅ 1.397µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.2%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ re_fullmatch_aspect

Time: ✅ 2.672µs (SLO: <10.000µs 📉 -73.3%) vs baseline: -1.2%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.5%

✅ re_fullmatch_noaspect

Time: ✅ 1.316µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.3%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ re_group_aspect

Time: ✅ 2.988µs (SLO: <10.000µs 📉 -70.1%) vs baseline: +0.3%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ re_group_noaspect

Time: ✅ 1.625µs (SLO: <10.000µs 📉 -83.7%) vs baseline: -0.8%

Memory: ✅ 38.476MB (SLO: <41.000MB -6.2%) vs baseline: +4.4%

✅ re_groups_aspect

Time: ✅ 3.149µs (SLO: <10.000µs 📉 -68.5%) vs baseline: +0.6%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +4.6%

✅ re_groups_noaspect

Time: ✅ 1.710µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.1%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.6%

✅ re_match_aspect

Time: ✅ 2.748µs (SLO: <10.000µs 📉 -72.5%) vs baseline: -0.7%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.8%

✅ re_match_noaspect

Time: ✅ 1.319µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.5%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.556µs (SLO: <10.000µs 📉 -74.4%) vs baseline: +1.2%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.4%

✅ re_search_noaspect

Time: ✅ 1.189µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -1.7%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ re_sub_aspect

Time: ✅ 3.457µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +2.3%

Memory: ✅ 38.457MB (SLO: <41.000MB -6.2%) vs baseline: +4.4%

✅ re_sub_noaspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +0.3%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.580µs (SLO: <10.000µs 📉 -64.2%) vs baseline: ~same

Memory: ✅ 38.457MB (SLO: <41.000MB -6.2%) vs baseline: +4.3%

✅ re_subn_noaspect

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

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +4.7%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.504µs (SLO: <10.000µs 📉 -85.0%) vs baseline: +5.5%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.573µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.3%

Memory: ✅ 38.417MB (SLO: <41.000MB -6.3%) vs baseline: +4.3%

✅ split_aspect

Time: ✅ 1.436µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +3.5%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.5%

✅ split_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.9%

Memory: ✅ 38.476MB (SLO: <41.000MB -6.2%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 1.439µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +3.6%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.9%

✅ splitlines_noaspect

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

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.7%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.865µs (SLO: <60.000µs 📉 -18.6%) vs baseline: ~same

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

✅ propagation_enabled

Time: ✅ 137.707µs (SLO: <190.000µs 📉 -27.5%) vs baseline: +1.2%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: +4.7%

✅ propagation_enabled_100

Time: ✅ 1.585ms (SLO: <2.300ms 📉 -31.1%) vs baseline: +1.4%

Memory: ✅ 38.181MB (SLO: <42.000MB -9.1%) vs baseline: +4.6%

✅ propagation_enabled_1000

Time: ✅ 29.228ms (SLO: <34.550ms 📉 -15.4%) vs baseline: +0.9%

Memory: ✅ 38.594MB (SLO: <42.000MB -8.1%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.608ms (SLO: <42.000ms -3.3%) vs baseline: +1.2%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.2%

✅ add-link

Time: ✅ 36.220ms (SLO: <38.550ms -6.0%) vs baseline: +0.4%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 220.595ms (SLO: <232.000ms -4.9%) vs baseline: +0.2%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 211.716ms (SLO: <221.600ms -4.5%) vs baseline: +0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.126ms (SLO: <31.300ms -6.9%) vs baseline: -0.1%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ is-recording

Time: ✅ 29.220ms (SLO: <31.000ms -5.7%) vs baseline: -0.3%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 62.991ms (SLO: <65.850ms -4.3%) vs baseline: -0.1%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +5.4%

✅ set-status

Time: ✅ 32.221ms (SLO: <34.150ms -5.6%) vs baseline: +1.0%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.1%

✅ start

Time: ✅ 29.286ms (SLO: <30.150ms -2.9%) vs baseline: +1.6%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.2%

✅ start-finish

Time: ✅ 34.011ms (SLO: <35.350ms -3.8%) vs baseline: +0.5%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.5%

✅ start-finish-telemetry

Time: ✅ 33.807ms (SLO: <35.450ms -4.6%) vs baseline: -0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ update-name

Time: ✅ 31.135ms (SLO: <33.400ms -6.8%) vs baseline: +0.2%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.6%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.289ms (SLO: <354.300ms -3.4%) vs baseline: -1.4%

Memory: ✅ 40.590MB (SLO: <41.500MB -2.2%) vs baseline: +4.4%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.1%

Memory: ✅ 39.711MB (SLO: <41.000MB -3.1%) vs baseline: +3.9%

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

P403n1x87 · 2025-12-12T11:21:47Z

Do we understand what's holding references to those frames? In the ER case, for instance, the frame is held by the snapshot, but as soon as that is serialised we drop it, and with it the reference to the frame object 🤔

tylfin · 2025-12-12T19:26:55Z

This was an artifact of the test harness queueing the Python objects unlike our real system which enqueues JSON strings

tylfin mentioned this pull request Dec 11, 2025

fix(er): eliminate infinite loop in unwind_exception_chain #15586

Merged

3 tasks

tylfin changed the title ~~fix(er): don't persist frames will snapshots are queued~~ fix(er): don't persist frames while snapshots are queued Dec 11, 2025

tylfin force-pushed the tyler.finethy/DEBUG-4851-2 branch from 625bc6f to 0ea47e3 Compare December 11, 2025 21:39

tylfin force-pushed the tyler.finethy/DEBUG-4851-2 branch from 20fe3fb to e8d6258 Compare December 12, 2025 14:52

tylfin added 2 commits December 12, 2025 14:16

fix(er): don't persist frames while snapshots are queued

2534012

fix: deference frame in snapshot object to allow GC

7f58de8

tylfin force-pushed the tyler.finethy/DEBUG-4851-2 branch from e8d6258 to 7f58de8 Compare December 12, 2025 19:16

tylfin closed this Dec 12, 2025

fix(er): don't persist frames while snapshots are queued #15610

fix(er): don't persist frames while snapshots are queued #15610

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Description

Testing

Risks

Additional Notes

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ add_aspect

✅ add_inplace_aspect

✅ add_inplace_noaspect

✅ add_noaspect

✅ bytearray_aspect

✅ bytearray_extend_aspect

✅ bytearray_extend_noaspect

✅ bytearray_noaspect

✅ bytes_aspect

✅ bytes_noaspect

✅ bytesio_aspect

✅ bytesio_noaspect

✅ capitalize_aspect

✅ capitalize_noaspect

✅ casefold_aspect

✅ casefold_noaspect

✅ decode_aspect

✅ decode_noaspect

✅ encode_aspect

✅ encode_noaspect

✅ format_aspect

✅ format_map_aspect

✅ format_map_noaspect

✅ format_noaspect

✅ index_aspect

✅ index_noaspect

✅ join_aspect

✅ join_noaspect

✅ ljust_aspect

✅ ljust_noaspect

✅ lower_aspect

✅ lower_noaspect

✅ lstrip_aspect

✅ lstrip_noaspect

✅ modulo_aspect

✅ modulo_aspect_for_bytearray_bytearray

✅ modulo_aspect_for_bytes

✅ modulo_aspect_for_bytes_bytearray

✅ modulo_noaspect

✅ replace_aspect

✅ replace_noaspect

✅ repr_aspect

✅ repr_noaspect

✅ rstrip_aspect

✅ rstrip_noaspect

✅ slice_aspect

✅ slice_noaspect

✅ stringio_aspect

✅ stringio_noaspect

✅ strip_aspect

✅ strip_noaspect

✅ swapcase_aspect

✅ swapcase_noaspect

✅ title_aspect

✅ title_noaspect

tylfin commented Dec 11, 2025 •

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