breaking changes for version 4.0 #14938

emmettbutler · 2025-10-17T18:24:52Z

This branch will become the new main, and main will become the last 3.x minor release.

This change removes the `cassandra` contrib package, which is only tested on the to-be-removed Python 3.8 runtime.

github-actions · 2025-10-17T18:26:01Z

CODEOWNERS have been resolved as:

releasenotes/notes/cassandra-d3c8aaf478bddc56.yaml                      @DataDog/apm-python
releasenotes/notes/remove-pymongo-engine-0584c2055377f718.yaml          @DataDog/apm-python
ddtrace/_monkey.py                                                      @DataDog/apm-core-python
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/settings/_config.py                                             @DataDog/apm-core-python
docs/contributing-integrations.rst                                      @DataDog/python-guild
docs/index.rst                                                          @DataDog/python-guild
docs/integrations.rst                                                   @DataDog/python-guild
riotfile.py                                                             @DataDog/apm-python
supported_versions_output.json                                          @DataDog/apm-core-python
supported_versions_table.csv                                            @DataDog/apm-core-python
tests/contrib/integration_registry/registry_update_helpers/integration_registry_manager.py  @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/suitespec.yml                                             @DataDog/apm-core-python @DataDog/apm-idm-python
.riot/requirements/106f38d.txt                                          @DataDog/apm-python
.riot/requirements/1087ca6.txt                                          @DataDog/apm-python
.riot/requirements/10a00e7.txt                                          @DataDog/apm-python
.riot/requirements/10b490c.txt                                          @DataDog/apm-python
.riot/requirements/1424e42.txt                                          @DataDog/apm-python
.riot/requirements/1468cf5.txt                                          @DataDog/apm-python
.riot/requirements/14e85f3.txt                                          @DataDog/apm-python
.riot/requirements/164d658.txt                                          @DataDog/apm-python
.riot/requirements/168e13d.txt                                          @DataDog/apm-python
.riot/requirements/170ff7e.txt                                          @DataDog/apm-python
.riot/requirements/1c4e625.txt                                          @DataDog/apm-python
.riot/requirements/1ce93b3.txt                                          @DataDog/apm-python
.riot/requirements/328b28c.txt                                          @DataDog/apm-python
.riot/requirements/3dd53da.txt                                          @DataDog/apm-python
.riot/requirements/40a41fd.txt                                          @DataDog/apm-python
.riot/requirements/a0b94b1.txt                                          @DataDog/apm-python
.riot/requirements/ad40916.txt                                          @DataDog/apm-python
.riot/requirements/b089663.txt                                          @DataDog/apm-python
.riot/requirements/b344fed.txt                                          @DataDog/apm-python
.riot/requirements/de53117.txt                                          @DataDog/apm-python
.riot/requirements/f229429.txt                                          @DataDog/apm-python
.riot/requirements/f9d0e8e.txt                                          @DataDog/apm-python
ddtrace/contrib/internal/cassandra/__init__.py                          @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/cassandra/patch.py                             @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/cassandra/session.py                           @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/mongoengine/__init__.py                        @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/mongoengine/patch.py                           @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/mongoengine/trace.py                           @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/ext/cassandra.py                                                @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/cassandra/__init__.py                                     @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/cassandra/test.py                                         @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/cassandra/test_cassandra_patch.py                         @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/mongoengine/__init__.py                                   @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/mongoengine/test.py                                       @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/mongoengine/test_mongoengine_patch.py                     @DataDog/apm-core-python @DataDog/apm-idm-python

github-actions · 2025-10-17T18:52:23Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 240 ± 3 ms.

The average import time from base is: 243 ± 4 ms.

The import time difference between this PR and base is: -2.3 ± 0.1 ms.

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.113 ms (0.05%)

ddtrace 0.113 ms (0.05%)

ddtrace.trace 0.113 ms (0.05%)

ddtrace._trace.filters 0.113 ms (0.05%)

ddtrace._trace.processor 0.113 ms (0.05%)

ddtrace._trace.sampler 0.113 ms (0.05%)

ddtrace._trace.span 0.113 ms (0.05%)

The following import paths have shrunk:

ddtrace.auto 2.066 ms (0.86%)

ddtrace.bootstrap.sitecustomize 1.284 ms (0.53%)

ddtrace.bootstrap.preload 1.284 ms (0.53%)

ddtrace.internal.remoteconfig.client 0.641 ms (0.27%)

ddtrace 0.782 ms (0.33%)

ddtrace.trace 0.110 ms (0.05%)

ddtrace._trace.filters 0.110 ms (0.05%)

ddtrace._trace.processor 0.110 ms (0.05%)

ddtrace._trace.sampler 0.110 ms (0.05%)

ddtrace._trace.span 0.110 ms (0.05%)

ddtrace._trace._span_pointer 0.110 ms (0.05%)

ddtrace.internal._unpatched 0.027 ms (0.01%)

json 0.027 ms (0.01%)

json.decoder 0.027 ms (0.01%)

re 0.027 ms (0.01%)

enum 0.027 ms (0.01%)

types 0.027 ms (0.01%)

pr-commenter · 2025-10-17T19:15:06Z

Performance SLOs

Comparing candidate 4.0-breaking-changes (3d713e1) with baseline main (b8bafdb)

❌ Test Failures (1 suite)

❌ telemetryaddmetric - 29/30

✅ 1-count-metric-1-times

Time: ✅ 2.963µs (SLO: <20.000µs 📉 -85.2%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ 1-count-metrics-100-times

Time: ✅ 202.601µs (SLO: <220.000µs -7.9%) vs baseline: -0.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ 1-distribution-metric-1-times

Time: ✅ 3.276µs (SLO: <20.000µs 📉 -83.6%) vs baseline: -1.7%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.2%

✅ 1-distribution-metrics-100-times

Time: ✅ 212.147µs (SLO: <220.000µs -3.6%) vs baseline: -2.3%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ 1-gauge-metric-1-times

Time: ✅ 2.156µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -1.1%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.697µs (SLO: <150.000µs -8.9%) vs baseline: -1.0%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.0%

✅ 1-rate-metric-1-times

Time: ✅ 3.039µs (SLO: <20.000µs 📉 -84.8%) vs baseline: -2.1%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 1-rate-metrics-100-times

Time: ✅ 215.610µs (SLO: <250.000µs 📉 -13.8%) vs baseline: -1.4%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 20.828ms (SLO: <22.000ms -5.3%) vs baseline: +0.9%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.2%

❌ 100-distribution-metrics-100-times

Time: ❌ 2.323ms (SLO: <2.300ms +1.0%) vs baseline: +2.2%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.415ms (SLO: <1.550ms -8.7%) vs baseline: +0.2%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 100-rate-metrics-100-times

Time: ✅ 2.307ms (SLO: <2.550ms -9.5%) vs baseline: +3.3%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ flush-1-metric

Time: ✅ 4.422µs (SLO: <20.000µs 📉 -77.9%) vs baseline: -0.2%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ flush-100-metrics

Time: ✅ 172.928µs (SLO: <250.000µs 📉 -30.8%) vs baseline: -0.8%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.110ms (SLO: <2.500ms 📉 -15.6%) vs baseline: -0.2%

Memory: ✅ 32.873MB (SLO: <34.500MB -4.7%) vs baseline: +4.7%

📈 Performance Regressions (1 suite)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ add_inplace_aspect

Time: ✅ 0.413µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ add_inplace_noaspect

Time: ✅ 0.315µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -2.0%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.0%

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +2.0%

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

✅ bytearray_aspect

Time: ✅ 1.350µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.7%

✅ bytearray_extend_aspect

Time: ✅ 1.589µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +4.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.6%

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.2%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +4.3%

✅ bytearray_noaspect

Time: ✅ 0.483µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ bytes_aspect

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ bytes_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ bytesio_aspect

Time: ✅ 1.331µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ capitalize_aspect

Time: ✅ 0.745µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +1.1%

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

✅ capitalize_noaspect

Time: ✅ 0.434µs (SLO: <10.000µs 📉 -95.7%) vs baseline: +0.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ casefold_aspect

Time: ✅ 0.744µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.9%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.1%

✅ decode_aspect

Time: ✅ 0.725µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.4%

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

✅ decode_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.0%

✅ encode_aspect

Time: ✅ 0.711µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.6%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.3%

✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ format_aspect

Time: ✅ 3.519µs (SLO: <10.000µs 📉 -64.8%) vs baseline: +6.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.4%

✅ format_map_aspect

Time: ✅ 3.574µs (SLO: <10.000µs 📉 -64.3%) vs baseline: -0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ format_map_noaspect

Time: ✅ 0.777µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.1%

✅ format_noaspect

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

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.0%

✅ index_aspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.1%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.0%

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.1%

✅ join_aspect

Time: ✅ 1.319µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ join_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.5%

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

✅ ljust_aspect

Time: ✅ 2.605µs (SLO: <20.000µs 📉 -87.0%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.2%

✅ ljust_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.2%

✅ lower_aspect

Time: ✅ 2.255µs (SLO: <10.000µs 📉 -77.4%) vs baseline: +1.0%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.1%

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.3%

✅ lstrip_aspect

Time: ✅ 2.216µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.6%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.6%

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ modulo_aspect

Time: ✅ 0.998µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.2%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.545µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +1.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.7%

✅ modulo_aspect_for_bytes

Time: ✅ 0.978µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.6%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +3.9%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.206µs (SLO: <10.000µs 📉 -87.9%) vs baseline: -0.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.6%

✅ modulo_noaspect

Time: ✅ 0.628µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ replace_aspect

Time: ✅ 4.858µs (SLO: <10.000µs 📉 -51.4%) vs baseline: +0.5%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +5.1%

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.7%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.1%

✅ repr_aspect

Time: ✅ 0.910µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.8%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.0%

✅ repr_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.4%

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

✅ rstrip_aspect

Time: ✅ 1.949µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +2.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.0%

✅ rstrip_noaspect

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

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ slice_aspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.7%

✅ slice_noaspect

Time: ✅ 0.443µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.2%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.3%

✅ stringio_aspect

Time: ✅ 1.561µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +0.5%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +5.0%

✅ stringio_noaspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ strip_aspect

Time: ✅ 2.485µs (SLO: <20.000µs 📉 -87.6%) vs baseline: 📈 +12.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ strip_noaspect

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

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.2%

✅ swapcase_aspect

Time: ✅ 2.448µs (SLO: <10.000µs 📉 -75.5%) vs baseline: -0.1%

Memory: ✅ 37.886MB (SLO: <39.000MB -2.9%) vs baseline: +5.5%

✅ swapcase_noaspect

Time: ✅ 0.533µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.0%

✅ title_aspect

Time: ✅ 2.519µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +6.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +3.9%

✅ title_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.2%

✅ translate_aspect

Time: ✅ 3.593µs (SLO: <10.000µs 📉 -64.1%) vs baseline: +8.9%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.2%

✅ translate_noaspect

Time: ✅ 1.043µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ upper_aspect

Time: ✅ 2.464µs (SLO: <10.000µs 📉 -75.4%) vs baseline: +9.4%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.7%

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

🟡 Near SLO Breach (3 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.397ms (SLO: <22.300ms -8.5%) vs baseline: -0.3%

Memory: ✅ 65.251MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.344ms (SLO: <1.450ms -7.3%) vs baseline: -0.4%

Memory: ✅ 64.712MB (SLO: <67.000MB -3.4%) vs baseline: +4.8%

✅ iast

Time: ✅ 20.436ms (SLO: <22.250ms -8.2%) vs baseline: +0.2%

Memory: ✅ 65.157MB (SLO: <67.000MB -2.8%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.250ms (SLO: <16.550ms -7.9%) vs baseline: +0.4%

Memory: ✅ 53.772MB (SLO: <54.500MB 🟡 -1.3%) vs baseline: +4.6%

✅ resource-renaming

Time: ✅ 20.516ms (SLO: <21.750ms -5.7%) vs baseline: +0.2%

Memory: ✅ 65.233MB (SLO: <67.000MB -2.6%) vs baseline: +5.0%

✅ span-code-origin

Time: ✅ 25.334ms (SLO: <28.200ms 📉 -10.2%) vs baseline: +1.3%

Memory: ✅ 67.396MB (SLO: <69.500MB -3.0%) vs baseline: +4.7%

✅ tracer

Time: ✅ 20.483ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 65.205MB (SLO: <67.000MB -2.7%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.065ms (SLO: <23.500ms -6.1%) vs baseline: +0.3%

Memory: ✅ 66.749MB (SLO: <67.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.270ms (SLO: <21.500ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 65.168MB (SLO: <66.000MB 🟡 -1.3%) vs baseline: +4.8%

✅ tracer-minimal

Time: ✅ 16.634ms (SLO: <17.500ms -4.9%) vs baseline: +0.3%

Memory: ✅ 65.192MB (SLO: <66.000MB 🟡 -1.2%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 20.401ms (SLO: <21.750ms -6.2%) vs baseline: -0.5%

Memory: ✅ 71.054MB (SLO: <72.500MB 🟡 -2.0%) vs baseline: +4.5%

✅ tracer-no-caches

Time: ✅ 18.410ms (SLO: <19.650ms -6.3%) vs baseline: -0.2%

Memory: ✅ 65.164MB (SLO: <67.000MB -2.7%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 18.744ms (SLO: <20.100ms -6.7%) vs baseline: -0.2%

Memory: ✅ 65.139MB (SLO: <67.000MB -2.8%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 20.169ms (SLO: <21.500ms -6.2%) vs baseline: +0.1%

Memory: ✅ 65.216MB (SLO: <67.000MB -2.7%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 20.234ms (SLO: <22.000ms -8.0%) vs baseline: ~same

Memory: ✅ 65.182MB (SLO: <67.000MB -2.7%) vs baseline: +4.8%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.263ms (SLO: <19.850ms -8.0%) vs baseline: +1.2%

Memory: ✅ 65.163MB (SLO: <66.500MB -2.0%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.255ms (SLO: <19.400ms -5.9%) vs baseline: +0.9%

Memory: ✅ 65.172MB (SLO: <66.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.047ms (SLO: <19.450ms -7.2%) vs baseline: +0.2%

Memory: ✅ 65.215MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.580ms (SLO: <4.750ms -3.6%) vs baseline: ~same

Memory: ✅ 62.010MB (SLO: <65.000MB -4.6%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.614ms (SLO: <6.750ms -2.0%) vs baseline: ~same

Memory: ✅ 61.892MB (SLO: <65.000MB -4.8%) vs baseline: +4.6%

✅ appsec-telemetry

Time: ✅ 4.567ms (SLO: <4.750ms -3.8%) vs baseline: -0.1%

Memory: ✅ 62.030MB (SLO: <65.000MB -4.6%) vs baseline: +5.0%

✅ debugger

Time: ✅ 1.852ms (SLO: <2.000ms -7.4%) vs baseline: -0.3%

Memory: ✅ 45.397MB (SLO: <47.000MB -3.4%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: +0.2%

Memory: ✅ 42.408MB (SLO: <49.000MB 📉 -13.5%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.913ms (SLO: <2.100ms -8.9%) vs baseline: -0.1%

Memory: ✅ 46.498MB (SLO: <47.000MB 🟡 -1.1%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: -0.2%

Memory: ✅ 52.258MB (SLO: <53.500MB -2.3%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.349ms (SLO: <3.650ms -8.2%) vs baseline: -0.2%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.354ms (SLO: <3.650ms -8.1%) vs baseline: +0.2%

Memory: ✅ 58.284MB (SLO: <60.000MB -2.9%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.342µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +1.2%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ context_with_data_no_listeners

Time: ✅ 3.255µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -1.3%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.8%

✅ get_item_exists

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ get_item_missing

Time: ✅ 0.637µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ set_item

Time: ✅ 24.243µs (SLO: <30.000µs 📉 -19.2%) vs baseline: +1.1%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ All Tests Passing (18 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.4%

Memory: ✅ 52.121MB (SLO: <53.500MB -2.6%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.070ms (SLO: <2.250ms -8.0%) vs baseline: -0.1%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 2.072ms (SLO: <2.300ms -9.9%) vs baseline: ~same

Memory: ✅ 52.199MB (SLO: <53.500MB -2.4%) vs baseline: +5.0%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.955ms (SLO: <4.200ms -5.8%) vs baseline: -0.2%

Memory: ✅ 62.325MB (SLO: <66.000MB -5.6%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.438ms (SLO: <2.800ms 📉 -12.9%) vs baseline: -0.2%

Memory: ✅ 58.746MB (SLO: <60.000MB -2.1%) vs baseline: +5.0%

✅ tracer-enabled

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

Memory: ✅ 52.140MB (SLO: <54.500MB -4.3%) vs baseline: +4.8%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.107µs (SLO: <100.000µs 📉 -18.9%) vs baseline: +0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.174µs (SLO: <20.000µs 📉 -29.1%) vs baseline: +0.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

✅ b3_single_headers

Time: ✅ 13.938µs (SLO: <20.000µs 📉 -30.3%) vs baseline: +5.6%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.967µs (SLO: <80.000µs 📉 -20.0%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.156µs (SLO: <80.000µs 📉 -17.3%) vs baseline: -0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ empty_headers

Time: ✅ 1.611µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.5%

✅ full_t_id_datadog_headers

Time: ✅ 22.785µs (SLO: <30.000µs 📉 -24.0%) vs baseline: +0.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

✅ invalid_priority_header

Time: ✅ 6.494µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.3%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ invalid_span_id_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ invalid_tags_header

Time: ✅ 6.511µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.8%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ invalid_trace_id_header

Time: ✅ 6.500µs (SLO: <10.000µs 📉 -35.0%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ large_header_no_matches

Time: ✅ 27.669µs (SLO: <30.000µs -7.8%) vs baseline: +0.7%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.624µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.937µs (SLO: <20.000µs 📉 -50.3%) vs baseline: +0.8%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ medium_valid_headers_all

Time: ✅ 11.407µs (SLO: <20.000µs 📉 -43.0%) vs baseline: +0.6%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ none_propagation_style

Time: ✅ 1.697µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.1%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ tracecontext_headers

Time: ✅ 34.639µs (SLO: <40.000µs 📉 -13.4%) vs baseline: +0.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ valid_headers_all

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.6%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ valid_headers_basic

Time: ✅ 6.092µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -0.5%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ wsgi_empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.9%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ wsgi_invalid_priority_header

Time: ✅ 6.554µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ wsgi_invalid_tags_header

Time: ✅ 6.563µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ wsgi_large_header_no_matches

Time: ✅ 28.724µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.784µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.071µs (SLO: <20.000µs 📉 -49.6%) vs baseline: -0.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.5%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.512µs (SLO: <20.000µs 📉 -42.4%) vs baseline: -0.2%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ wsgi_valid_headers_all

Time: ✅ 6.533µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ wsgi_valid_headers_basic

Time: ✅ 6.078µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.2%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.295µs (SLO: <30.000µs 📉 -25.7%) vs baseline: +4.3%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ with_all

Time: ✅ 29.913µs (SLO: <40.000µs 📉 -25.2%) vs baseline: +3.4%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.1%

✅ with_dd_origin

Time: ✅ 25.238µs (SLO: <30.000µs 📉 -15.9%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ with_priority_and_origin

Time: ✅ 25.543µs (SLO: <40.000µs 📉 -36.1%) vs baseline: +3.7%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ with_sampling_priority

Time: ✅ 21.453µs (SLO: <30.000µs 📉 -28.5%) vs baseline: -0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 26.982µs (SLO: <40.000µs 📉 -32.5%) vs baseline: +0.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ with_tags_invalid

Time: ✅ 28.364µs (SLO: <40.000µs 📉 -29.1%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 28.208µs (SLO: <40.000µs 📉 -29.5%) vs baseline: +2.8%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.690µs (SLO: <40.000µs 📉 -18.3%) vs baseline: +2.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_expand_noaspect

Time: ✅ 28.568µs (SLO: <40.000µs 📉 -28.6%) vs baseline: +0.1%

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

✅ re_findall_aspect

Time: ✅ 2.907µs (SLO: <10.000µs 📉 -70.9%) vs baseline: +0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 1.426µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.4%

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

✅ re_finditer_aspect

Time: ✅ 4.714µs (SLO: <10.000µs 📉 -52.9%) vs baseline: +5.9%

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

✅ re_finditer_noaspect

Time: ✅ 1.427µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.9%

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

✅ re_fullmatch_aspect

Time: ✅ 2.647µs (SLO: <10.000µs 📉 -73.5%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_fullmatch_noaspect

Time: ✅ 1.285µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -1.5%

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

✅ re_group_aspect

Time: ✅ 2.897µs (SLO: <10.000µs 📉 -71.0%) vs baseline: -0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ re_group_noaspect

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.033µs (SLO: <10.000µs 📉 -69.7%) vs baseline: -1.9%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

✅ re_groups_noaspect

Time: ✅ 1.687µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.9%

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

✅ re_match_aspect

Time: ✅ 2.672µs (SLO: <10.000µs 📉 -73.3%) vs baseline: -1.0%

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

✅ re_match_noaspect

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -86.9%) vs baseline: ~same

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

✅ re_search_aspect

Time: ✅ 2.553µs (SLO: <10.000µs 📉 -74.5%) vs baseline: +0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.197µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ re_sub_aspect

Time: ✅ 3.448µs (SLO: <10.000µs 📉 -65.5%) vs baseline: -0.8%

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

✅ re_sub_noaspect

Time: ✅ 1.530µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ re_subn_aspect

Time: ✅ 3.648µs (SLO: <10.000µs 📉 -63.5%) vs baseline: ~same

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

✅ re_subn_noaspect

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.331µs (SLO: <10.000µs 📉 -56.7%) vs baseline: +0.7%

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

✅ ospathbasename_noaspect

Time: ✅ 1.096µs (SLO: <10.000µs 📉 -89.0%) vs baseline: -0.6%

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

✅ ospathjoin_aspect

Time: ✅ 6.160µs (SLO: <10.000µs 📉 -38.4%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.6%

✅ ospathjoin_noaspect

Time: ✅ 2.301µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.1%

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

✅ ospathnormcase_aspect

Time: ✅ 3.560µs (SLO: <10.000µs 📉 -64.4%) vs baseline: -0.4%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.3%

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

✅ ospathsplit_aspect

Time: ✅ 4.932µs (SLO: <10.000µs 📉 -50.7%) vs baseline: -0.4%

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

✅ ospathsplit_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ ospathsplitdrive_aspect

Time: ✅ 3.723µs (SLO: <10.000µs 📉 -62.8%) vs baseline: -0.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ ospathsplitext_aspect

Time: ✅ 4.574µs (SLO: <10.000µs 📉 -54.3%) vs baseline: -1.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.7%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

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

✅ split_aspect

Time: ✅ 1.399µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +1.1%

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

✅ split_noaspect

Time: ✅ 0.562µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -1.1%

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

✅ splitlines_aspect

Time: ✅ 1.364µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -1.6%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.145µs (SLO: <60.000µs 📉 -18.1%) vs baseline: -0.7%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.530ms (SLO: <42.000ms -3.5%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <39.000MB 📉 -10.3%) vs baseline: +5.1%

✅ add-link

Time: ✅ 36.112ms (SLO: <38.550ms -6.3%) vs baseline: -0.4%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 219.326ms (SLO: <232.000ms -5.5%) vs baseline: +0.5%

Memory: ✅ 34.977MB (SLO: <39.000MB 📉 -10.3%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 212.569ms (SLO: <221.600ms -4.1%) vs baseline: +0.6%

Memory: ✅ 34.839MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +4.6%

✅ get-context

Time: ✅ 29.087ms (SLO: <31.300ms -7.1%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 29.145ms (SLO: <31.000ms -6.0%) vs baseline: +0.3%

Memory: ✅ 34.859MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.163ms (SLO: <65.850ms -4.1%) vs baseline: ~same

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.9%

✅ set-status

Time: ✅ 31.712ms (SLO: <34.150ms -7.1%) vs baseline: -0.6%

Memory: ✅ 34.839MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +4.8%

✅ start

Time: ✅ 28.907ms (SLO: <30.150ms -4.1%) vs baseline: +0.2%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 33.735ms (SLO: <35.350ms -4.6%) vs baseline: -0.6%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 33.861ms (SLO: <35.450ms -4.5%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ update-name

Time: ✅ 30.855ms (SLO: <33.400ms -7.6%) vs baseline: +0.1%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +5.0%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.274ms (SLO: <47.150ms 📉 -14.6%) vs baseline: +0.6%

Memory: ✅ 43.698MB (SLO: <47.000MB -7.0%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 317.113ms (SLO: <344.800ms -8.0%) vs baseline: -0.3%

Memory: ✅ 653.242MB (SLO: <675.000MB -3.2%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 289.338ms (SLO: <314.000ms -7.9%) vs baseline: +0.3%

Memory: ✅ 653.750MB (SLO: <675.000MB -3.1%) vs baseline: +4.8%

✅ get-context

Time: ✅ 79.914ms (SLO: <92.350ms 📉 -13.5%) vs baseline: -0.3%

Memory: ✅ 39.596MB (SLO: <46.500MB 📉 -14.8%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 38.042ms (SLO: <44.500ms 📉 -14.5%) vs baseline: +0.8%

Memory: ✅ 43.142MB (SLO: <47.500MB -9.2%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 57.771ms (SLO: <67.650ms 📉 -14.6%) vs baseline: -0.9%

Memory: ✅ 39.953MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.9%

✅ set-status

Time: ✅ 44.051ms (SLO: <50.400ms 📉 -12.6%) vs baseline: +0.4%

Memory: ✅ 43.215MB (SLO: <47.000MB -8.1%) vs baseline: +5.0%

✅ start

Time: ✅ 37.318ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +0.4%

Memory: ✅ 43.082MB (SLO: <47.000MB -8.3%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 81.910ms (SLO: <88.000ms -6.9%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.164ms (SLO: <89.000ms -6.6%) vs baseline: -0.5%

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.8%

✅ update-name

Time: ✅ 38.756ms (SLO: <45.150ms 📉 -14.2%) vs baseline: +0.3%

Memory: ✅ 43.520MB (SLO: <47.000MB -7.4%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.045ms (SLO: <354.300ms -3.5%) vs baseline: -0.1%

Memory: ✅ 37.702MB (SLO: <40.000MB -5.7%) vs baseline: +4.9%

✅ cache_on

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

Memory: ✅ 36.084MB (SLO: <39.000MB -7.5%) vs baseline: +4.8%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.835µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 36.974MB (SLO: <38.500MB -4.0%) vs baseline: +4.9%

✅ import_many_cached

Time: ✅ 120.505µs (SLO: <130.000µs -7.3%) vs baseline: -0.5%

Memory: ✅ 37.036MB (SLO: <38.500MB -3.8%) vs baseline: +5.4%

✅ import_many_stdlib

Time: ✅ 1.635ms (SLO: <1.750ms -6.6%) vs baseline: +0.7%

Memory: ✅ 37.108MB (SLO: <38.500MB -3.6%) vs baseline: +4.6%

✅ import_many_stdlib_cached

Time: ✅ 0.979ms (SLO: <1.100ms 📉 -11.0%) vs baseline: +0.6%

Memory: ✅ 37.027MB (SLO: <38.500MB -3.8%) vs baseline: +4.6%

✅ import_many_unknown

Time: ✅ 838.000µs (SLO: <890.000µs -5.8%) vs baseline: +1.1%

Memory: ✅ 37.298MB (SLO: <38.500MB -3.1%) vs baseline: +5.8%

✅ import_many_unknown_cached

Time: ✅ 789.727µs (SLO: <870.000µs -9.2%) vs baseline: -0.4%

Memory: ✅ 37.156MB (SLO: <38.500MB -3.5%) vs baseline: +5.0%

✅ import_one

Time: ✅ 19.813µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.9%

Memory: ✅ 36.881MB (SLO: <39.000MB -5.4%) vs baseline: +4.7%

✅ import_one_cache

Time: ✅ 6.290µs (SLO: <10.000µs 📉 -37.1%) vs baseline: ~same

Memory: ✅ 36.978MB (SLO: <38.500MB -4.0%) vs baseline: +5.0%

✅ import_one_stdlib

Time: ✅ 18.855µs (SLO: <20.000µs -5.7%) vs baseline: +1.1%

Memory: ✅ 36.979MB (SLO: <38.500MB -4.0%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.286µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.2%

Memory: ✅ 36.935MB (SLO: <38.500MB -4.1%) vs baseline: +4.6%

✅ import_one_unknown

Time: ✅ 45.295µs (SLO: <50.000µs -9.4%) vs baseline: ~same

Memory: ✅ 36.989MB (SLO: <38.500MB -3.9%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.314µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.5%

Memory: ✅ 36.855MB (SLO: <38.500MB -4.3%) vs baseline: +4.4%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.7%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.425µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +1.2%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ long_window

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.4%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.9%

✅ low_rate_limit

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

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.837µs (SLO: <10.000µs 📉 -91.6%) vs baseline: +0.1%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.498µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.8%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.8%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.569ms (SLO: <320.950ms -3.5%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 327.786ms (SLO: <359.150ms -8.7%) vs baseline: -0.2%

Memory: ✅ 37.739MB (SLO: <39.000MB -3.2%) vs baseline: +5.5%

✅ medium

Time: ✅ 7.082ms (SLO: <7.400ms -4.3%) vs baseline: +0.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.6%

✅ shallow

Time: ✅ 0.950ms (SLO: <1.050ms -9.5%) vs baseline: ~same

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.854µs (SLO: <290.000µs 📉 -52.5%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.7%

✅ high_match

Time: ✅ 173.537µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -1.2%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ low_match

Time: ✅ 99.027µs (SLO: <120.000µs 📉 -17.5%) vs baseline: -0.6%

Memory: ✅ 600.814MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.683ms (SLO: <8.500ms 📉 -68.4%) vs baseline: +0.7%

Memory: ✅ 68.358MB (SLO: <75.000MB -8.9%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.481µs (SLO: <20.000µs 📉 -47.6%) vs baseline: +0.1%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

✅ all-enabled

Time: ✅ 40.107µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.6%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.8%

✅ collectipvariant_exists

Time: ✅ 41.352µs (SLO: <50.000µs 📉 -17.3%) vs baseline: +2.1%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.095µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.6%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

✅ no-useragentvariant

Time: ✅ 39.479µs (SLO: <50.000µs 📉 -21.0%) vs baseline: +2.7%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ obfuscation-no-query

Time: ✅ 40.409µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -0.2%

Memory: ✅ 32.499MB (SLO: <34.000MB -4.4%) vs baseline: +4.8%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.621µs (SLO: <90.000µs 📉 -14.9%) vs baseline: +1.6%

Memory: ✅ 32.912MB (SLO: <34.000MB -3.2%) vs baseline: +4.7%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.097µs (SLO: <90.000µs 📉 -15.4%) vs baseline: ~same

Memory: ✅ 32.971MB (SLO: <34.000MB -3.0%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.039µs (SLO: <170.000µs -9.4%) vs baseline: ~same

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.247µs (SLO: <160.000µs -7.3%) vs baseline: +0.1%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.5%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.388µs (SLO: <170.000µs -9.2%) vs baseline: -0.1%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.386µs (SLO: <50.000µs 📉 -21.2%) vs baseline: +0.4%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 40.455µs (SLO: <50.000µs 📉 -19.1%) vs baseline: +0.2%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.930µs (SLO: <50.000µs 📉 -20.1%) vs baseline: +0.4%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ useragentvariant_not_exists_1

Time: ✅ 39.934µs (SLO: <50.000µs 📉 -20.1%) vs baseline: +1.6%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.417µs (SLO: <50.000µs 📉 -21.2%) vs baseline: +0.5%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 19.867ms (SLO: <22.500ms 📉 -11.7%) vs baseline: -0.4%

Memory: ✅ 48.712MB (SLO: <53.000MB -8.1%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 89.873ms (SLO: <93.500ms -3.9%) vs baseline: -0.3%

Memory: ✅ 735.447MB (SLO: <961.000MB 📉 -23.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 147.169ms (SLO: <155.000ms -5.1%) vs baseline: +0.7%

Memory: ✅ 736.046MB (SLO: <962.500MB 📉 -23.5%) vs baseline: +5.0%

✅ get-context

Time: ✅ 18.697ms (SLO: <20.500ms -8.8%) vs baseline: +3.3%

Memory: ✅ 47.508MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 18.633ms (SLO: <20.500ms -9.1%) vs baseline: +0.8%

Memory: ✅ 47.543MB (SLO: <53.000MB 📉 -10.3%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 37.536ms (SLO: <40.000ms -6.2%) vs baseline: +0.5%

Memory: ✅ 41.999MB (SLO: <53.000MB 📉 -20.8%) vs baseline: +4.9%

✅ set-status

Time: ✅ 20.119ms (SLO: <22.000ms -8.5%) vs baseline: +0.2%

Memory: ✅ 47.515MB (SLO: <53.000MB 📉 -10.3%) vs baseline: +4.7%

✅ start

Time: ✅ 18.651ms (SLO: <20.500ms -9.0%) vs baseline: +3.2%

Memory: ✅ 47.539MB (SLO: <53.000MB 📉 -10.3%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 50.608ms (SLO: <52.500ms -3.6%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 51.867ms (SLO: <54.500ms -4.8%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ start-finish-traceid128

Time: ✅ 53.851ms (SLO: <57.000ms -5.5%) vs baseline: -0.5%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 18.617ms (SLO: <22.500ms 📉 -17.3%) vs baseline: +1.0%

Memory: ✅ 47.635MB (SLO: <53.000MB 📉 -10.1%) vs baseline: +4.9%

✅ update-name

Time: ✅ 18.621ms (SLO: <22.000ms 📉 -15.4%) vs baseline: -0.5%

Memory: ✅ 48.245MB (SLO: <53.000MB -9.0%) vs baseline: +4.8%

✅ tracer - 6/6

✅ large

Time: ✅ 29.392ms (SLO: <32.950ms 📉 -10.8%) vs baseline: +0.5%

Memory: ✅ 33.089MB (SLO: <34.500MB -4.1%) vs baseline: +3.9%

✅ medium

Time: ✅ 2.926ms (SLO: <3.200ms -8.6%) vs baseline: +0.7%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

✅ small

Time: ✅ 329.291µs (SLO: <370.000µs 📉 -11.0%) vs baseline: -0.4%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (9 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

## Motivation The mongoengine integration does not generate any spans and only supports attaching a Pin object to the underlying pymongo client. Since we're deprecating the Pin mechanism and pymongo already fully supports the needed functionality, maintaining the mongoengine integration is redundant. ## Description This PR removes the mongoengine integration from ddtrace. The pymongo integration, which is enabled by default, will continue to provide tracing for applications using mongoengine, as mongoengine internally uses pymongo. The only notable change is that users can no longer set a Pin on the mongoengine client. Instead, they should configure the Pin directly on the pymongo client if needed. Support for the Pin API will be removed in a future release. ## Checklist - [x] PR author has checked that all the criteria below are met - The PR description includes an overview of the change - The PR description articulates the motivation for the change - The change includes tests OR the PR description describes a testing strategy - The PR description notes risks associated with the change, if any - Newly-added code is easy to change - The change follows the [library release note guidelines](https://ddtrace.readthedocs.io/en/stable/releasenotes.html) - The change includes or references documentation updates if necessary - Backport labels are set (if [applicable](https://ddtrace.readthedocs.io/en/latest/contributing.html#backporting)) ## Reviewer Checklist - [ ] Reviewer has checked that all the criteria below are met - Title is accurate - All changes are related to the pull request's stated goal - Avoids breaking [API](https://ddtrace.readthedocs.io/en/stable/versioning.html#interfaces) changes - Testing strategy adequately addresses listed risks - Newly-added code is easy to change - Release note makes sense to a user of the library - If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment - Backport labels are set in a manner that is consistent with the [release branch maintenance policy](https://ddtrace.readthedocs.io/en/latest/contributing.html#backporting)

chore: remove cassandra integration (#14936)

3128327

This change removes the `cassandra` contrib package, which is only tested on the to-be-removed Python 3.8 runtime.

emmettbutler requested review from a team as code owners October 17, 2025 18:24

emmettbutler requested review from RamyElkest, brettlangdon, dd-oleksii and wantsui October 17, 2025 18:24

emmettbutler marked this pull request as draft October 17, 2025 18:24

emmettbutler and others added 8 commits October 20, 2025 09:33

Merge branch 'main' into 4.0-breaking-changes

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Merge branch 'main' into 4.0-breaking-changes

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update system tests

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Merge branch 'main' into 4.0-breaking-changes

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Merge branch 'main' into 4.0-breaking-changes

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breaking changes for version 4.0 #14938

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breaking changes for version 4.0 #14938

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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

✅ slice_aspect

✅ slice_noaspect

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