fix(ci_visibility): include imported modules in test code coverage

[vitor-de-araujo]

Description

CI Visibility: This fix resolves an issue where code imported at module level but not executed during a test would
not be considered by Test Impact Analysis as impacting the test. For example, a test using a constant imported from
some other module would not count the constant definition among its impacting lines, because the constant definition
is not executed during the test, but rather when the module was imported. With this change, code executed at import
time is also included among the impacted lines of a test.

Testing

Added unit test for the imported constant case. Modified existing coverage tests, as now they include more covered lines.

Also did some manual testing with a simple repo containing a test importing a constant from a different module and checking that a change in the constant triggers the test to be run.

Risks

We now include more lines among the impacted lines of a test, which means we will skip fewer tests. All lines executed at the top level of the imported modules are included, which is a bit coarse grained and means we might run tests that could theoretically be skipped, but this is safer than the opposite (skipping tests that should be run). Also it does not really matter because the backend does not care about the specific lines covered, only about the filenames covered by a test.

Additional Notes

None.

[github-actions]

CODEOWNERS have been resolved as:

releasenotes/notes/ci_visibility-fix-itr-import-coverage-3d38f22fe43cf978.yaml  @DataDog/apm-python
ddtrace/internal/coverage/code.py                                       @DataDog/apm-core-python @datadog/ci-app-libraries
tests/contrib/pytest/test_pytest.py                                     @DataDog/ci-app-libraries

[github-actions]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 239 ± 2 ms.

The average import time from base is: 241 ± 2 ms.

The import time difference between this PR and base is: -1.33 ± 0.09 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.920 ms (0.80%)

ddtrace.bootstrap.sitecustomize 1.245 ms (0.52%)

ddtrace.bootstrap.preload 1.245 ms (0.52%)

ddtrace.internal.remoteconfig.client 0.603 ms (0.25%)

ddtrace 0.676 ms (0.28%)

ddtrace.internal._unpatched 0.028 ms (0.01%)

json 0.028 ms (0.01%)

json.decoder 0.028 ms (0.01%)

re 0.028 ms (0.01%)

enum 0.028 ms (0.01%)

types 0.028 ms (0.01%)

[pr-commenter]

Performance SLOs

Comparing candidate vitor-de-araujo/SDTEST-2724/import-coverage (27d1853) with baseline main (af46ad4)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

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

---

✅ add_inplace_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.4%

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

---

✅ add_inplace_noaspect

Time: ✅ 0.320µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +2.1%

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

---

✅ add_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -2.1%

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

---

✅ bytearray_aspect

Time: ✅ 1.348µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -0.2%

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

---

✅ bytearray_extend_aspect

Time: ✅ 1.489µs (SLO: <10.000µs 📉 -85.1%) vs baseline: +1.1%

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

---

✅ bytearray_extend_noaspect

Time: ✅ 0.620µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +1.3%

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

---

✅ bytearray_noaspect

Time: ✅ 0.479µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.3%

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

---

✅ bytes_aspect

Time: ✅ 1.537µs (SLO: <10.000µs 📉 -84.6%) vs baseline: 📈 +17.2%

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

---

✅ bytes_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

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

---

✅ bytesio_aspect

Time: ✅ 1.454µs (SLO: <10.000µs 📉 -85.5%) vs baseline: +7.0%

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

---

✅ bytesio_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: ~same

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

---

✅ capitalize_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.7%

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

---

✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.5%

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

---

✅ casefold_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.8%

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

---

✅ casefold_noaspect

Time: ✅ 0.365µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.9%

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

---

✅ decode_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +1.4%

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

---

✅ decode_noaspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.7%

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

---

✅ encode_aspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.1%

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

---

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.3%

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

---

✅ format_aspect

Time: ✅ 3.458µs (SLO: <10.000µs 📉 -65.4%) vs baseline: ~same

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.9%

---

✅ format_map_aspect

Time: ✅ 3.634µs (SLO: <10.000µs 📉 -63.7%) vs baseline: ~same

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

---

✅ format_map_noaspect

Time: ✅ 0.778µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.5%

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

---

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.7%

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

---

✅ index_aspect

Time: ✅ 0.359µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

---

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.4%

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

---

✅ join_aspect

Time: ✅ 1.309µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -1.9%

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

---

✅ join_noaspect

Time: ✅ 0.488µs (SLO: <10.000µs 📉 -95.1%) vs baseline: ~same

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

---

✅ ljust_aspect

Time: ✅ 2.589µs (SLO: <20.000µs 📉 -87.1%) vs baseline: +0.3%

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

---

✅ ljust_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.1%

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

---

✅ lower_aspect

Time: ✅ 2.319µs (SLO: <10.000µs 📉 -76.8%) vs baseline: +3.3%

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

---

✅ lower_noaspect

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

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

---

✅ lstrip_aspect

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.7%

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

---

✅ lstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -2.3%

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

---

✅ modulo_aspect

Time: ✅ 0.990µs (SLO: <10.000µs 📉 -90.1%) vs baseline: +0.2%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.527µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.1%

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

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.964µs (SLO: <10.000µs 📉 -90.4%) vs baseline: -2.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.248µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +0.1%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

---

✅ modulo_noaspect

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.1%

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

---

✅ replace_aspect

Time: ✅ 5.005µs (SLO: <10.000µs 📉 -49.9%) vs baseline: -0.3%

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

---

✅ replace_noaspect

Time: ✅ 0.456µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -1.6%

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

---

✅ repr_aspect

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.2%

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

---

✅ repr_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.0%

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

---

✅ rstrip_aspect

Time: ✅ 1.923µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +0.6%

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

---

✅ rstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

✅ slice_aspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

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

---

✅ slice_noaspect

Time: ✅ 0.448µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.8%

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

---

✅ stringio_aspect

Time: ✅ 1.585µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +1.2%

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

---

✅ stringio_noaspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.5%

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

---

✅ strip_aspect

Time: ✅ 2.192µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +1.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.7%

---

✅ strip_noaspect

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: -0.5%

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

---

✅ swapcase_aspect

Time: ✅ 2.466µs (SLO: <10.000µs 📉 -75.3%) vs baseline: +1.0%

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

---

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: ~same

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

---

✅ title_aspect

Time: ✅ 2.446µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +2.1%

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

---

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -94.9%) vs baseline: ~same

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

---

✅ translate_aspect

Time: ✅ 3.381µs (SLO: <10.000µs 📉 -66.2%) vs baseline: +3.8%

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

---

✅ translate_noaspect

Time: ✅ 1.039µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.4%

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

---

✅ upper_aspect

Time: ✅ 2.248µs (SLO: <10.000µs 📉 -77.5%) vs baseline: -0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.897µs (SLO: <10.000µs 📉 -51.0%) vs baseline: 📈 +16.0%

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

---

✅ ospathbasename_noaspect

Time: ✅ 1.081µs (SLO: <10.000µs 📉 -89.2%) vs baseline: +0.4%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

---

✅ ospathjoin_aspect

Time: ✅ 6.083µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.5%

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

---

✅ ospathjoin_noaspect

Time: ✅ 2.295µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ ospathnormcase_aspect

Time: ✅ 3.495µs (SLO: <10.000µs 📉 -65.0%) vs baseline: +1.5%

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

---

✅ ospathnormcase_noaspect

Time: ✅ 0.562µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -1.8%

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

---

✅ ospathsplit_aspect

Time: ✅ 5.242µs (SLO: <10.000µs 📉 -47.6%) vs baseline: +10.0%

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

---

✅ ospathsplit_noaspect

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.730µs (SLO: <10.000µs 📉 -62.7%) vs baseline: +1.0%

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

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.694µs (SLO: <10.000µs 📉 -93.1%) vs baseline: ~same

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

---

✅ ospathsplitext_aspect

Time: ✅ 4.594µs (SLO: <10.000µs 📉 -54.1%) vs baseline: +1.3%

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

---

✅ ospathsplitext_noaspect

Time: ✅ 1.373µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.5%

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

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.112µs (SLO: <20.000µs 📉 -84.4%) vs baseline: +0.6%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

---

✅ 1-count-metrics-100-times

Time: ✅ 212.025µs (SLO: <250.000µs 📉 -15.2%) vs baseline: -0.4%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.9%

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.295µs (SLO: <20.000µs 📉 -83.5%) vs baseline: 📈 +13.3%

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

---

✅ 1-distribution-metrics-100-times

Time: ✅ 190.189µs (SLO: <220.000µs 📉 -13.6%) vs baseline: +0.7%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.5%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.076µs (SLO: <20.000µs 📉 -89.6%) vs baseline: +0.4%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.3%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 124.551µs (SLO: <150.000µs 📉 -17.0%) vs baseline: +0.3%

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

---

✅ 1-rate-metric-1-times

Time: ✅ 3.107µs (SLO: <20.000µs 📉 -84.5%) vs baseline: -0.2%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

---

✅ 1-rate-metrics-100-times

Time: ✅ 214.449µs (SLO: <250.000µs 📉 -14.2%) vs baseline: +1.7%

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

---

✅ 100-count-metrics-100-times

Time: ✅ 21.437ms (SLO: <23.500ms -8.8%) vs baseline: -0.1%

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

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.033ms (SLO: <2.250ms -9.6%) vs baseline: +2.7%

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

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.281ms (SLO: <1.550ms 📉 -17.4%) vs baseline: -0.7%

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

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.178ms (SLO: <2.550ms 📉 -14.6%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.8%

---

✅ flush-1-metric

Time: ✅ 4.110µs (SLO: <20.000µs 📉 -79.5%) vs baseline: -0.1%

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

---

✅ flush-100-metrics

Time: ✅ 181.249µs (SLO: <250.000µs 📉 -27.5%) vs baseline: -1.0%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.2%

---

✅ flush-1000-metrics

Time: ✅ 2.205ms (SLO: <2.500ms 📉 -11.8%) vs baseline: +0.2%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

🟡 Near SLO Breach (4 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.486ms (SLO: <22.300ms -8.1%) vs baseline: ~same

Memory: ✅ 65.536MB (SLO: <67.000MB -2.2%) vs baseline: +4.8%

---

✅ exception-replay-enabled

Time: ✅ 1.347ms (SLO: <1.450ms -7.1%) vs baseline: +0.1%

Memory: ✅ 64.552MB (SLO: <67.000MB -3.7%) vs baseline: +4.9%

---

✅ iast

Time: ✅ 20.460ms (SLO: <22.250ms -8.0%) vs baseline: -0.3%

Memory: ✅ 65.469MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

---

✅ profiler

Time: ✅ 15.283ms (SLO: <16.550ms -7.7%) vs baseline: +0.1%

Memory: ✅ 53.801MB (SLO: <54.500MB 🟡 -1.3%) vs baseline: +5.3%

---

✅ resource-renaming

Time: ✅ 20.529ms (SLO: <21.750ms -5.6%) vs baseline: +0.1%

Memory: ✅ 65.509MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 26.153ms (SLO: <28.200ms -7.3%) vs baseline: ~same

Memory: ✅ 67.582MB (SLO: <69.500MB -2.8%) vs baseline: +4.9%

---

✅ tracer

Time: ✅ 20.504ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 65.538MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

---

✅ tracer-and-profiler

Time: ✅ 21.946ms (SLO: <23.500ms -6.6%) vs baseline: -0.1%

Memory: ✅ 66.594MB (SLO: <67.500MB 🟡 -1.3%) vs baseline: +4.9%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.356ms (SLO: <21.500ms -10.0%) vs baseline: ~same

Memory: ✅ 65.534MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +4.9%

---

✅ tracer-minimal

Time: ✅ 16.596ms (SLO: <17.500ms -5.2%) vs baseline: ~same

Memory: ✅ 65.189MB (SLO: <66.000MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 20.506ms (SLO: <21.750ms -5.7%) vs baseline: -0.3%

Memory: ✅ 71.455MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +4.9%

---

✅ tracer-no-caches

Time: ✅ 18.512ms (SLO: <19.650ms -5.8%) vs baseline: +0.9%

Memory: ✅ 65.451MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

---

✅ tracer-no-databases

Time: ✅ 18.816ms (SLO: <20.100ms -6.4%) vs baseline: ~same

Memory: ✅ 65.122MB (SLO: <67.000MB -2.8%) vs baseline: +4.8%

---

✅ tracer-no-middleware

Time: ✅ 20.194ms (SLO: <21.500ms -6.1%) vs baseline: +0.3%

Memory: ✅ 65.559MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

---

✅ tracer-no-templates

Time: ✅ 20.360ms (SLO: <22.000ms -7.5%) vs baseline: +0.1%

Memory: ✅ 65.562MB (SLO: <67.000MB -2.1%) vs baseline: +4.9%

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.085ms (SLO: <19.850ms -8.9%) vs baseline: +0.2%

Memory: ✅ 65.333MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ errortracking-enabled-user

Time: ✅ 18.060ms (SLO: <19.400ms -6.9%) vs baseline: +0.3%

Memory: ✅ 65.313MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 18.056ms (SLO: <19.450ms -7.2%) vs baseline: -0.1%

Memory: ✅ 65.352MB (SLO: <66.500MB 🟡 -1.7%) vs baseline: +4.9%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.577ms (SLO: <4.750ms -3.6%) vs baseline: -0.3%

Memory: ✅ 61.951MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 6.580ms (SLO: <6.750ms -2.5%) vs baseline: -0.2%

Memory: ✅ 61.951MB (SLO: <65.000MB -4.7%) vs baseline: +4.9%

---

✅ appsec-telemetry

Time: ✅ 4.572ms (SLO: <4.750ms -3.7%) vs baseline: -0.4%

Memory: ✅ 61.932MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

---

✅ debugger

Time: ✅ 1.857ms (SLO: <2.000ms -7.2%) vs baseline: +0.3%

Memory: ✅ 45.416MB (SLO: <47.000MB -3.4%) vs baseline: +4.8%

---

✅ iast-get

Time: ✅ 1.865ms (SLO: <2.000ms -6.7%) vs baseline: +0.2%

Memory: ✅ 42.271MB (SLO: <49.000MB 📉 -13.7%) vs baseline: +4.6%

---

✅ profiler

Time: ✅ 1.908ms (SLO: <2.100ms -9.1%) vs baseline: ~same

Memory: ✅ 46.478MB (SLO: <47.000MB 🟡 -1.1%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 3.380ms (SLO: <3.650ms -7.4%) vs baseline: -0.3%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

---

✅ tracer

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: -0.3%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +4.9%

---

✅ tracer-native

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

Memory: ✅ 58.088MB (SLO: <60.000MB -3.2%) vs baseline: +4.7%

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 45.071ms (SLO: <47.150ms -4.4%) vs baseline: +0.1%

Memory: ✅ 45.286MB (SLO: <47.000MB -3.6%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 321.512ms (SLO: <344.800ms -6.8%) vs baseline: -0.6%

Memory: ✅ 553.017MB (SLO: <562.000MB 🟡 -1.6%) vs baseline: +5.1%

---

✅ add-tags

Time: ✅ 292.104ms (SLO: <314.000ms -7.0%) vs baseline: +0.4%

Memory: ✅ 554.181MB (SLO: <563.500MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ get-context

Time: ✅ 83.092ms (SLO: <92.350ms 📉 -10.0%) vs baseline: +0.4%

Memory: ✅ 40.254MB (SLO: <46.500MB 📉 -13.4%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 43.178ms (SLO: <44.500ms -3.0%) vs baseline: +1.0%

Memory: ✅ 44.613MB (SLO: <47.500MB -6.1%) vs baseline: +4.6%

---

✅ record-exception

Time: ✅ 61.893ms (SLO: <67.650ms -8.5%) vs baseline: ~same

Memory: ✅ 40.558MB (SLO: <47.000MB 📉 -13.7%) vs baseline: +4.7%

---

✅ set-status

Time: ✅ 48.944ms (SLO: <50.400ms -2.9%) vs baseline: +0.5%

Memory: ✅ 44.633MB (SLO: <47.000MB -5.0%) vs baseline: +4.9%

---

✅ start

Time: ✅ 42.006ms (SLO: <43.450ms -3.3%) vs baseline: -0.4%

Memory: ✅ 44.605MB (SLO: <47.000MB -5.1%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 83.061ms (SLO: <88.000ms -5.6%) vs baseline: ~same

Memory: ✅ 34.623MB (SLO: <46.500MB 📉 -25.5%) vs baseline: +5.0%

---

✅ start-finish-telemetry

Time: ✅ 84.474ms (SLO: <89.000ms -5.1%) vs baseline: -0.1%

Memory: ✅ 34.603MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 44.287ms (SLO: <45.150ms 🟡 -1.9%) vs baseline: +0.3%

Memory: ✅ 44.961MB (SLO: <47.000MB -4.3%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.266µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.7%

---

✅ context_with_data_no_listeners

Time: ✅ 3.302µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.9%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

---

✅ get_item_exists

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

---

✅ get_item_missing

Time: ✅ 0.633µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.7%

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

---

✅ set_item

Time: ✅ 24.054µs (SLO: <30.000µs 📉 -19.8%) vs baseline: -0.7%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +5.0%

✅ All Tests Passing (16 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.087ms (SLO: <2.300ms -9.3%) vs baseline: +0.3%

Memory: ✅ 51.963MB (SLO: <53.500MB -2.9%) vs baseline: +4.7%

---

✅ errortracking-enabled-user

Time: ✅ 2.088ms (SLO: <2.250ms -7.2%) vs baseline: +0.2%

Memory: ✅ 51.924MB (SLO: <53.500MB -2.9%) vs baseline: +4.6%

---

✅ tracer-enabled

Time: ✅ 2.083ms (SLO: <2.300ms -9.4%) vs baseline: +0.4%

Memory: ✅ 51.983MB (SLO: <53.500MB -2.8%) vs baseline: +4.8%

---

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.924ms (SLO: <4.200ms -6.6%) vs baseline: +0.1%

Memory: ✅ 62.167MB (SLO: <66.000MB -5.8%) vs baseline: +4.8%

---

✅ iast-enabled

Time: ✅ 2.448ms (SLO: <2.800ms 📉 -12.6%) vs baseline: -0.2%

Memory: ✅ 58.648MB (SLO: <60.000MB -2.3%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 2.074ms (SLO: <2.250ms -7.8%) vs baseline: -0.3%

Memory: ✅ 52.219MB (SLO: <54.500MB -4.2%) vs baseline: +4.8%

---

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.762µs (SLO: <100.000µs 📉 -19.2%) vs baseline: -0.1%

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

---

✅ b3_headers

Time: ✅ 14.293µs (SLO: <20.000µs 📉 -28.5%) vs baseline: -0.4%

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

---

✅ b3_single_headers

Time: ✅ 13.343µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +0.2%

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

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.425µs (SLO: <80.000µs 📉 -20.7%) vs baseline: +0.3%

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

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.763µs (SLO: <80.000µs 📉 -17.8%) vs baseline: +0.1%

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

---

✅ empty_headers

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.8%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 22.586µs (SLO: <30.000µs 📉 -24.7%) vs baseline: -0.4%

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

---

✅ invalid_priority_header

Time: ✅ 6.544µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.8%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.8%

---

✅ invalid_span_id_header

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

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

---

✅ invalid_tags_header

Time: ✅ 6.497µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -1.0%

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

---

✅ invalid_trace_id_header

Time: ✅ 6.561µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.3%

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

---

✅ large_header_no_matches

Time: ✅ 27.534µs (SLO: <30.000µs -8.2%) vs baseline: +0.1%

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

---

✅ large_valid_headers_all

Time: ✅ 28.619µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.3%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.6%

---

✅ medium_header_no_matches

Time: ✅ 9.825µs (SLO: <20.000µs 📉 -50.9%) vs baseline: +0.3%

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

---

✅ medium_valid_headers_all

Time: ✅ 11.226µs (SLO: <20.000µs 📉 -43.9%) vs baseline: +0.3%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

---

✅ none_propagation_style

Time: ✅ 1.697µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.3%

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

---

✅ tracecontext_headers

Time: ✅ 34.470µs (SLO: <40.000µs 📉 -13.8%) vs baseline: +0.3%

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

---

✅ valid_headers_all

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

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

---

✅ valid_headers_basic

Time: ✅ 6.084µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.3%

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

---

✅ wsgi_empty_headers

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

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

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.580µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.6%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.584µs (SLO: <10.000µs 📉 -84.2%) vs baseline: +0.3%

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

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.583µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.4%

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

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.3%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.613µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.4%

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.907µs (SLO: <40.000µs 📉 -25.2%) vs baseline: +0.2%

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

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.100µs (SLO: <20.000µs 📉 -49.5%) vs baseline: -0.2%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.561µs (SLO: <20.000µs 📉 -42.2%) vs baseline: +0.6%

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

---

✅ wsgi_valid_headers_all

Time: ✅ 6.540µs (SLO: <10.000µs 📉 -34.6%) vs baseline: ~same

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

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.116µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.5%

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

---

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.656µs (SLO: <30.000µs 📉 -27.8%) vs baseline: -1.2%

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

---

✅ with_all

Time: ✅ 28.808µs (SLO: <40.000µs 📉 -28.0%) vs baseline: -0.5%

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

---

✅ with_dd_origin

Time: ✅ 25.597µs (SLO: <30.000µs 📉 -14.7%) vs baseline: +0.6%

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

---

✅ with_priority_and_origin

Time: ✅ 24.744µs (SLO: <40.000µs 📉 -38.1%) vs baseline: ~same

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

---

✅ with_sampling_priority

Time: ✅ 21.650µs (SLO: <30.000µs 📉 -27.8%) vs baseline: -0.2%

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

---

✅ with_tags

Time: ✅ 27.089µs (SLO: <40.000µs 📉 -32.3%) vs baseline: +0.2%

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

---

✅ with_tags_invalid

Time: ✅ 28.533µs (SLO: <40.000µs 📉 -28.7%) vs baseline: +0.8%

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

---

✅ with_tags_max_size

Time: ✅ 27.546µs (SLO: <40.000µs 📉 -31.1%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.188µs (SLO: <40.000µs 📉 -19.5%) vs baseline: +0.3%

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

---

✅ re_expand_noaspect

Time: ✅ 28.584µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.6%

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

---

✅ re_findall_aspect

Time: ✅ 2.910µs (SLO: <10.000µs 📉 -70.9%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ re_findall_noaspect

Time: ✅ 1.410µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -1.0%

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

---

✅ re_finditer_aspect

Time: ✅ 4.452µs (SLO: <10.000µs 📉 -55.5%) vs baseline: +0.3%

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

---

✅ re_finditer_noaspect

Time: ✅ 1.420µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.5%

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

---

✅ re_fullmatch_aspect

Time: ✅ 2.802µs (SLO: <10.000µs 📉 -72.0%) vs baseline: +3.6%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

---

✅ re_fullmatch_noaspect

Time: ✅ 1.288µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.5%

---

✅ re_group_aspect

Time: ✅ 3.160µs (SLO: <10.000µs 📉 -68.4%) vs baseline: +5.9%

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

---

✅ re_group_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

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

---

✅ re_groups_aspect

Time: ✅ 3.195µs (SLO: <10.000µs 📉 -68.1%) vs baseline: +1.6%

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

---

✅ re_groups_noaspect

Time: ✅ 1.708µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.2%

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

---

✅ re_match_aspect

Time: ✅ 2.792µs (SLO: <10.000µs 📉 -72.1%) vs baseline: +2.2%

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

---

✅ re_match_noaspect

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -1.1%

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

---

✅ re_search_aspect

Time: ✅ 2.586µs (SLO: <10.000µs 📉 -74.1%) vs baseline: -0.4%

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

---

✅ re_search_noaspect

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

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

---

✅ re_sub_aspect

Time: ✅ 3.461µs (SLO: <10.000µs 📉 -65.4%) vs baseline: ~same

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

---

✅ re_sub_noaspect

Time: ✅ 1.534µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

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

---

✅ re_subn_aspect

Time: ✅ 3.753µs (SLO: <10.000µs 📉 -62.5%) vs baseline: +0.8%

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

---

✅ re_subn_noaspect

Time: ✅ 1.634µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.1%

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

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.401µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.3%

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

---

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

---

✅ split_aspect

Time: ✅ 1.378µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.2%

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

---

✅ split_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.0%

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

---

✅ splitlines_aspect

Time: ✅ 1.412µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.2%

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

---

✅ splitlines_noaspect

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.6%

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

---

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.409µs (SLO: <60.000µs 📉 -17.7%) vs baseline: -0.1%

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

---

✅ propagation_enabled

Time: ✅ 171.158µs (SLO: <190.000µs -9.9%) vs baseline: -1.0%

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

---

✅ propagation_enabled_100

Time: ✅ 1.894ms (SLO: <2.300ms 📉 -17.7%) vs baseline: -0.6%

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

---

✅ propagation_enabled_1000

Time: ✅ 32.185ms (SLO: <34.550ms -6.8%) vs baseline: -0.6%

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

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.827ms (SLO: <42.000ms -2.8%) vs baseline: -0.2%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ add-link

Time: ✅ 36.359ms (SLO: <38.550ms -5.7%) vs baseline: -0.5%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 220.602ms (SLO: <232.000ms -4.9%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +5.1%

---

✅ add-tags

Time: ✅ 213.008ms (SLO: <221.600ms -3.9%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.8%

---

✅ get-context

Time: ✅ 29.820ms (SLO: <31.300ms -4.7%) vs baseline: +2.3%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.0%

---

✅ is-recording

Time: ✅ 29.733ms (SLO: <31.000ms -4.1%) vs baseline: +1.4%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 63.520ms (SLO: <65.850ms -3.5%) vs baseline: ~same

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.1%

---

✅ set-status

Time: ✅ 32.508ms (SLO: <34.150ms -4.8%) vs baseline: +1.5%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

---

✅ start

Time: ✅ 28.789ms (SLO: <30.150ms -4.5%) vs baseline: -1.0%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ start-finish

Time: ✅ 33.887ms (SLO: <35.350ms -4.1%) vs baseline: -0.9%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.7%

---

✅ start-finish-telemetry

Time: ✅ 34.187ms (SLO: <35.450ms -3.6%) vs baseline: +0.4%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 31.140ms (SLO: <33.400ms -6.8%) vs baseline: +0.5%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +5.1%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.043ms (SLO: <354.300ms -3.7%) vs baseline: -0.8%

Memory: ✅ 38.294MB (SLO: <40.000MB -4.3%) vs baseline: +4.7%

---

✅ cache_on

Time: ✅ 0.390µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.6%

Memory: ✅ 37.540MB (SLO: <39.000MB -3.7%) vs baseline: +4.6%

---

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.843µs (SLO: <170.000µs -8.9%) vs baseline: -0.3%

Memory: ✅ 37.070MB (SLO: <38.500MB -3.7%) vs baseline: +4.6%

---

✅ import_many_cached

Time: ✅ 121.434µs (SLO: <130.000µs -6.6%) vs baseline: +0.6%

Memory: ✅ 37.159MB (SLO: <38.500MB -3.5%) vs baseline: +4.9%

---

✅ import_many_stdlib

Time: ✅ 1.620ms (SLO: <1.750ms -7.4%) vs baseline: ~same

Memory: ✅ 37.376MB (SLO: <38.500MB -2.9%) vs baseline: +5.4%

---

✅ import_many_stdlib_cached

Time: ✅ 0.964ms (SLO: <1.100ms 📉 -12.4%) vs baseline: -0.6%

Memory: ✅ 37.412MB (SLO: <38.500MB -2.8%) vs baseline: +5.3%

---

✅ import_many_unknown

Time: ✅ 832.871µs (SLO: <890.000µs -6.4%) vs baseline: ~same

Memory: ✅ 37.289MB (SLO: <38.500MB -3.1%) vs baseline: +5.1%

---

✅ import_many_unknown_cached

Time: ✅ 790.999µs (SLO: <870.000µs -9.1%) vs baseline: +0.4%

Memory: ✅ 37.333MB (SLO: <38.500MB -3.0%) vs baseline: +5.0%

---

✅ import_one

Time: ✅ 19.754µs (SLO: <30.000µs 📉 -34.2%) vs baseline: ~same

Memory: ✅ 37.219MB (SLO: <39.000MB -4.6%) vs baseline: +5.4%

---

✅ import_one_cache

Time: ✅ 6.279µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -0.1%

Memory: ✅ 36.958MB (SLO: <38.500MB -4.0%) vs baseline: +4.8%

---

✅ import_one_stdlib

Time: ✅ 18.746µs (SLO: <20.000µs -6.3%) vs baseline: ~same

Memory: ✅ 36.940MB (SLO: <38.500MB -4.1%) vs baseline: +4.6%

---

✅ import_one_stdlib_cache

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

Memory: ✅ 36.984MB (SLO: <38.500MB -3.9%) vs baseline: +4.5%

---

✅ import_one_unknown

Time: ✅ 45.104µs (SLO: <50.000µs -9.8%) vs baseline: -0.9%

Memory: ✅ 37.241MB (SLO: <38.500MB -3.3%) vs baseline: +5.4%

---

✅ import_one_unknown_cache

Time: ✅ 6.283µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -1.1%

Memory: ✅ 37.000MB (SLO: <38.500MB -3.9%) vs baseline: +4.8%

---

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.4%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.9%

---

✅ high_rate_limit

Time: ✅ 2.412µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.2%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +5.1%

---

✅ long_window

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

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

---

✅ low_rate_limit

Time: ✅ 2.363µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.9%

---

✅ no_rate_limit

Time: ✅ 0.834µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.6%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.8%

---

✅ short_window

Time: ✅ 2.513µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +1.0%

Memory: ✅ 31.831MB (SLO: <34.000MB -6.4%) vs baseline: +5.2%

---

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.290ms (SLO: <320.950ms -3.6%) vs baseline: ~same

Memory: ✅ 32.893MB (SLO: <34.500MB -4.7%) vs baseline: +4.9%

---

✅ deep-profiled

Time: ✅ 326.191ms (SLO: <359.150ms -9.2%) vs baseline: ~same

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

---

✅ medium

Time: ✅ 7.070ms (SLO: <7.400ms -4.5%) vs baseline: ~same

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

---

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%) vs baseline: +0.2%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +4.8%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.716µs (SLO: <290.000µs 📉 -48.7%) vs baseline: +0.6%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

---

✅ high_match

Time: ✅ 194.773µs (SLO: <480.000µs 📉 -59.4%) vs baseline: +0.7%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.8%

---

✅ low_match

Time: ✅ 99.302µs (SLO: <120.000µs 📉 -17.2%) vs baseline: -0.3%

Memory: ✅ 632.600MB (SLO: <700.000MB -9.6%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.890ms (SLO: <8.500ms 📉 -66.0%) vs baseline: -0.2%

Memory: ✅ 70.203MB (SLO: <75.000MB -6.4%) vs baseline: +4.8%

---

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.521µs (SLO: <20.000µs 📉 -47.4%) vs baseline: +0.4%

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

---

✅ all-enabled

Time: ✅ 39.982µs (SLO: <50.000µs 📉 -20.0%) vs baseline: -0.2%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +4.9%

---

✅ collectipvariant_exists

Time: ✅ 40.465µs (SLO: <50.000µs 📉 -19.1%) vs baseline: ~same

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ no-collectipvariant

Time: ✅ 39.770µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.4%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

---

✅ no-useragentvariant

Time: ✅ 39.359µs (SLO: <50.000µs 📉 -21.3%) vs baseline: +1.5%

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

---

✅ obfuscation-no-query

Time: ✅ 40.167µs (SLO: <50.000µs 📉 -19.7%) vs baseline: -0.5%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.536µs (SLO: <90.000µs 📉 -16.1%) vs baseline: +0.3%

Memory: ✅ 33.010MB (SLO: <34.000MB -2.9%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 77.182µs (SLO: <90.000µs 📉 -14.2%) vs baseline: +1.2%

Memory: ✅ 33.010MB (SLO: <34.000MB -2.9%) vs baseline: +5.0%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.582µs (SLO: <170.000µs -9.1%) vs baseline: +0.9%

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +4.8%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 147.489µs (SLO: <160.000µs -7.8%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.075µs (SLO: <170.000µs -8.8%) vs baseline: +0.9%

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

---

✅ useragentvariant_exists_1

Time: ✅ 39.319µs (SLO: <50.000µs 📉 -21.4%) vs baseline: ~same

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

---

✅ useragentvariant_exists_2

Time: ✅ 40.303µs (SLO: <50.000µs 📉 -19.4%) vs baseline: ~same

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +4.9%

---

✅ useragentvariant_exists_3

Time: ✅ 39.830µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.1%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.186µs (SLO: <50.000µs 📉 -21.6%) vs baseline: -0.5%

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

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.277µs (SLO: <50.000µs 📉 -21.4%) vs baseline: +0.3%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

---

✅ span - 26/26

✅ add-event

Time: ✅ 24.169ms (SLO: <26.200ms -7.8%) vs baseline: +0.6%

Memory: ✅ 51.632MB (SLO: <53.000MB -2.6%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 93.146ms (SLO: <98.350ms -5.3%) vs baseline: ~same

Memory: ✅ 605.685MB (SLO: <961.000MB 📉 -37.0%) vs baseline: +4.8%

---

✅ add-tags

Time: ✅ 150.745ms (SLO: <168.550ms 📉 -10.6%) vs baseline: -0.4%

Memory: ✅ 605.777MB (SLO: <962.500MB 📉 -37.1%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 22.429ms (SLO: <23.700ms -5.4%) vs baseline: +0.4%

Memory: ✅ 50.377MB (SLO: <53.000MB -4.9%) vs baseline: +4.6%

---

✅ is-recording

Time: ✅ 22.956ms (SLO: <23.900ms -4.0%) vs baseline: +1.1%

Memory: ✅ 50.479MB (SLO: <53.000MB -4.8%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 42.535ms (SLO: <44.500ms -4.4%) vs baseline: +0.9%

Memory: ✅ 43.419MB (SLO: <53.000MB 📉 -18.1%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 24.488ms (SLO: <26.000ms -5.8%) vs baseline: +0.2%

Memory: ✅ 50.389MB (SLO: <53.000MB -4.9%) vs baseline: +4.7%

---

✅ start

Time: ✅ 22.195ms (SLO: <23.500ms -5.6%) vs baseline: -0.4%

Memory: ✅ 50.382MB (SLO: <53.000MB -4.9%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 51.864ms (SLO: <55.500ms -6.6%) vs baseline: ~same

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

---

✅ start-finish-telemetry

Time: ✅ 53.270ms (SLO: <58.300ms -8.6%) vs baseline: +0.2%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.6%

---

✅ start-finish-traceid128

Time: ✅ 55.235ms (SLO: <60.050ms -8.0%) vs baseline: ~same

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

---

✅ start-traceid128

Time: ✅ 22.597ms (SLO: <24.600ms -8.1%) vs baseline: +0.7%

Memory: ✅ 50.523MB (SLO: <53.000MB -4.7%) vs baseline: +5.0%

---

✅ update-name

Time: ✅ 23.160ms (SLO: <24.100ms -3.9%) vs baseline: -0.9%

Memory: ✅ 51.085MB (SLO: <53.000MB -3.6%) vs baseline: +4.9%

---

✅ tracer - 6/6

✅ large

Time: ✅ 30.078ms (SLO: <32.950ms -8.7%) vs baseline: -0.4%

Memory: ✅ 33.286MB (SLO: <34.500MB -3.5%) vs baseline: +4.6%

---

✅ medium

Time: ✅ 2.952ms (SLO: <3.200ms -7.8%) vs baseline: -0.7%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +4.8%

---

✅ small

Time: ✅ 332.570µs (SLO: <370.000µs 📉 -10.1%) vs baseline: -0.8%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +5.3%

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