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@dd-octo-sts dd-octo-sts bot commented Nov 20, 2025

Backport df81994 from #15343 to 4.0.

Description

This change adds a section to the upgrade documentation about how to upgrade from 3.0 to 4.0

## Description

This change adds a section to the upgrade documentation about how to
upgrade from 3.0 to 4.0

(cherry picked from commit df81994)
@dd-octo-sts dd-octo-sts bot added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 20, 2025
@dd-octo-sts dd-octo-sts bot requested a review from a team as a code owner November 20, 2025 22:42
@dd-octo-sts dd-octo-sts bot added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 20, 2025
@dd-octo-sts dd-octo-sts bot requested a review from RamyElkest November 20, 2025 22:42
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CODEOWNERS have been resolved as:

docs/upgrading.rst                                                      @DataDog/python-guild

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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: 242 ± 1 ms.

The import time difference between this PR and base is: -2.25 ± 0.07 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.024 ms (0.85%)
ddtrace.bootstrap.sitecustomize 1.313 ms (0.55%)
ddtrace.bootstrap.preload 1.313 ms (0.55%)
ddtrace.internal.remoteconfig.client 0.640 ms (0.27%)
ddtrace 0.710 ms (0.30%)
ddtrace.internal._unpatched 0.058 ms (0.02%)
subprocess 0.031 ms (0.01%)
contextlib 0.031 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%)

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pr-commenter bot commented Nov 20, 2025

Performance SLOs

Comparing candidate backport-15343-to-4.0 (ac98eba) with baseline 4.0 (200b33c)

❌ Test Failures (1 suite)
packagespackageforrootmodulemapping - 3/4

❌ cache_off

Time: ✅ 339.003ms (SLO: <354.300ms -4.3%) vs baseline: -0.9%

Memory: ❌ 41.783MB (SLO: <41.500MB +0.7%) vs baseline: +5.6%


✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 39.528MB (SLO: <41.000MB -3.6%) vs baseline: +3.7%

📈 Performance Regressions (3 suites)
📈 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.095µs (SLO: <40.000µs 📉 -17.3%) vs baseline: +4.2%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.7%


✅ re_expand_noaspect

Time: ✅ 28.667µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.7%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +4.9%


✅ re_findall_aspect

Time: ✅ 2.940µs (SLO: <10.000µs 📉 -70.6%) vs baseline: +1.8%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.7%


✅ re_findall_noaspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.4%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.1%


✅ re_finditer_aspect

Time: ✅ 4.513µs (SLO: <10.000µs 📉 -54.9%) vs baseline: +2.6%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.1%


✅ re_finditer_noaspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: ~same

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +4.9%


✅ re_fullmatch_aspect

Time: ✅ 2.646µs (SLO: <10.000µs 📉 -73.5%) vs baseline: +0.4%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%


✅ re_fullmatch_noaspect

Time: ✅ 1.291µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.3%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.7%


✅ re_group_aspect

Time: ✅ 2.959µs (SLO: <10.000µs 📉 -70.4%) vs baseline: +1.8%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.6%


✅ re_group_noaspect

Time: ✅ 1.618µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.3%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%


✅ re_groups_aspect

Time: ✅ 3.088µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +1.4%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ re_groups_noaspect

Time: ✅ 1.697µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.2%

Memory: ✅ 39.951MB (SLO: <41.000MB -2.6%) vs baseline: +5.4%


✅ re_match_aspect

Time: ✅ 2.950µs (SLO: <10.000µs 📉 -70.5%) vs baseline: 📈 +10.3%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%


✅ re_match_noaspect

Time: ✅ 1.310µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.2%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ re_search_aspect

Time: ✅ 2.520µs (SLO: <10.000µs 📉 -74.8%) vs baseline: ~same

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ re_search_noaspect

Time: ✅ 1.202µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.4%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%


✅ re_sub_aspect

Time: ✅ 3.379µs (SLO: <10.000µs 📉 -66.2%) vs baseline: +0.8%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.5%


✅ re_sub_noaspect

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.5%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.8%


✅ re_subn_aspect

Time: ✅ 3.588µs (SLO: <10.000µs 📉 -64.1%) vs baseline: +0.4%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ re_subn_noaspect

Time: ✅ 1.634µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +2.3%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.1%


📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.324µs (SLO: <10.000µs 📉 -56.8%) vs baseline: +0.7%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.2%) vs baseline: +0.2%

Memory: ✅ 39.695MB (SLO: <41.000MB -3.2%) vs baseline: +4.3%


✅ ospathjoin_aspect

Time: ✅ 6.179µs (SLO: <10.000µs 📉 -38.2%) vs baseline: +0.8%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.8%


✅ ospathjoin_noaspect

Time: ✅ 2.316µs (SLO: <10.000µs 📉 -76.8%) vs baseline: ~same

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%


✅ ospathnormcase_aspect

Time: ✅ 3.883µs (SLO: <10.000µs 📉 -61.2%) vs baseline: 📈 +11.1%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.0%


✅ ospathnormcase_noaspect

Time: ✅ 0.574µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.7%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ ospathsplit_aspect

Time: ✅ 4.846µs (SLO: <10.000µs 📉 -51.5%) vs baseline: -1.0%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%


✅ ospathsplit_noaspect

Time: ✅ 1.603µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.8%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ ospathsplitdrive_aspect

Time: ✅ 4.037µs (SLO: <10.000µs 📉 -59.6%) vs baseline: +9.4%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.7%


✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.5%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.1%


✅ ospathsplitext_aspect

Time: ✅ 4.624µs (SLO: <10.000µs 📉 -53.8%) vs baseline: +1.3%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ ospathsplitext_noaspect

Time: ✅ 1.371µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.6%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.9%


📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.413µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +17.4%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%


✅ 1-count-metrics-100-times

Time: ✅ 200.868µs (SLO: <220.000µs -8.7%) vs baseline: +0.7%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.2%


✅ 1-distribution-metric-1-times

Time: ✅ 3.336µs (SLO: <20.000µs 📉 -83.3%) vs baseline: +1.8%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ 1-distribution-metrics-100-times

Time: ✅ 215.202µs (SLO: <230.000µs -6.4%) vs baseline: +1.2%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ 1-gauge-metric-1-times

Time: ✅ 2.193µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.6%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ 1-gauge-metrics-100-times

Time: ✅ 136.399µs (SLO: <150.000µs -9.1%) vs baseline: +0.3%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.1%


✅ 1-rate-metric-1-times

Time: ✅ 3.249µs (SLO: <20.000µs 📉 -83.8%) vs baseline: +6.8%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ 1-rate-metrics-100-times

Time: ✅ 216.231µs (SLO: <250.000µs 📉 -13.5%) vs baseline: +1.5%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%


✅ 100-count-metrics-100-times

Time: ✅ 20.544ms (SLO: <22.000ms -6.6%) vs baseline: +1.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ 100-distribution-metrics-100-times

Time: ✅ 2.286ms (SLO: <2.300ms 🟡 -0.6%) vs baseline: +1.7%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ 100-gauge-metrics-100-times

Time: ✅ 1.408ms (SLO: <1.550ms -9.1%) vs baseline: +0.4%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%


✅ 100-rate-metrics-100-times

Time: ✅ 2.216ms (SLO: <2.550ms 📉 -13.1%) vs baseline: +0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ flush-1-metric

Time: ✅ 4.461µs (SLO: <20.000µs 📉 -77.7%) vs baseline: +0.3%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%


✅ flush-100-metrics

Time: ✅ 174.276µs (SLO: <250.000µs 📉 -30.3%) vs baseline: -0.1%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%


✅ flush-1000-metrics

Time: ✅ 2.131ms (SLO: <2.500ms 📉 -14.8%) vs baseline: -0.4%

Memory: ✅ 35.389MB (SLO: <36.500MB -3.0%) vs baseline: +4.7%

🟡 Near SLO Breach (1 suite)
🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.594ms (SLO: <4.750ms -3.3%) vs baseline: -0.2%

Memory: ✅ 64.072MB (SLO: <66.500MB -3.7%) vs baseline: +5.0%


✅ appsec-post

Time: ✅ 6.621ms (SLO: <6.750ms 🟡 -1.9%) vs baseline: ~same

Memory: ✅ 64.014MB (SLO: <66.500MB -3.7%) vs baseline: +4.6%


✅ appsec-telemetry

Time: ✅ 4.586ms (SLO: <4.750ms -3.5%) vs baseline: +0.2%

Memory: ✅ 64.037MB (SLO: <66.500MB -3.7%) vs baseline: +5.0%


✅ debugger

Time: ✅ 1.850ms (SLO: <2.000ms -7.5%) vs baseline: -0.3%

Memory: ✅ 47.837MB (SLO: <49.500MB -3.4%) vs baseline: +4.9%


✅ iast-get

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.3%

Memory: ✅ 44.746MB (SLO: <49.000MB -8.7%) vs baseline: +4.8%


✅ profiler

Time: ✅ 1.907ms (SLO: <2.100ms -9.2%) vs baseline: -0.2%

Memory: ✅ 48.568MB (SLO: <50.000MB -2.9%) vs baseline: +4.8%


✅ resource-renaming

Time: ✅ 3.365ms (SLO: <3.650ms -7.8%) vs baseline: -0.4%

Memory: ✅ 54.328MB (SLO: <56.000MB -3.0%) vs baseline: +4.9%


✅ tracer

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

Memory: ✅ 54.367MB (SLO: <56.500MB -3.8%) vs baseline: +4.9%


✅ tracer-native

Time: ✅ 3.352ms (SLO: <3.650ms -8.2%) vs baseline: -0.2%

Memory: ✅ 54.251MB (SLO: <60.000MB -9.6%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.275µs (SLO: <20.000µs 📉 -33.6%) vs baseline: ~same

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ context_with_data_no_listeners

Time: ✅ 3.299µs (SLO: <10.000µs 📉 -67.0%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%


✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

Memory: ✅ 34.308MB (SLO: <35.500MB -3.4%) vs baseline: +4.1%


✅ get_item_missing

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

Memory: ✅ 34.249MB (SLO: <35.500MB -3.5%) vs baseline: +3.8%


✅ set_item

Time: ✅ 23.982µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -1.1%

Memory: ✅ 34.249MB (SLO: <35.500MB -3.5%) vs baseline: +3.5%

✅ All Tests Passing (17 suites)
djangosimple - 30/30

✅ appsec

Time: ✅ 19.278ms (SLO: <22.300ms 📉 -13.6%) vs baseline: -0.2%

Memory: ✅ 67.825MB (SLO: <70.500MB -3.8%) vs baseline: +4.8%


✅ exception-replay-enabled

Time: ✅ 1.337ms (SLO: <1.450ms -7.8%) vs baseline: ~same

Memory: ✅ 66.021MB (SLO: <67.500MB -2.2%) vs baseline: +4.9%


✅ iast

Time: ✅ 19.284ms (SLO: <22.250ms 📉 -13.3%) vs baseline: -0.2%

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


✅ profiler

Time: ✅ 15.451ms (SLO: <16.550ms -6.6%) vs baseline: +0.5%

Memory: ✅ 55.792MB (SLO: <57.500MB -3.0%) vs baseline: +4.9%


✅ resource-renaming

Time: ✅ 19.353ms (SLO: <21.750ms 📉 -11.0%) vs baseline: +0.1%

Memory: ✅ 67.728MB (SLO: <70.500MB -3.9%) vs baseline: +4.7%


✅ span-code-origin

Time: ✅ 22.868ms (SLO: <28.200ms 📉 -18.9%) vs baseline: ~same

Memory: ✅ 69.017MB (SLO: <71.000MB -2.8%) vs baseline: +4.8%


✅ tracer

Time: ✅ 19.230ms (SLO: <21.750ms 📉 -11.6%) vs baseline: -0.4%

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%


✅ tracer-and-profiler

Time: ✅ 21.099ms (SLO: <23.500ms 📉 -10.2%) vs baseline: -0.5%

Memory: ✅ 69.206MB (SLO: <71.000MB -2.5%) vs baseline: +4.8%


✅ tracer-dont-create-db-spans

Time: ✅ 19.257ms (SLO: <21.500ms 📉 -10.4%) vs baseline: ~same

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%


✅ tracer-minimal

Time: ✅ 16.685ms (SLO: <17.500ms -4.7%) vs baseline: +0.5%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%


✅ tracer-native

Time: ✅ 19.227ms (SLO: <21.750ms 📉 -11.6%) vs baseline: -0.1%

Memory: ✅ 67.751MB (SLO: <72.500MB -6.6%) vs baseline: +4.8%


✅ tracer-no-caches

Time: ✅ 17.271ms (SLO: <19.650ms 📉 -12.1%) vs baseline: +0.1%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%


✅ tracer-no-databases

Time: ✅ 18.742ms (SLO: <20.100ms -6.8%) vs baseline: -0.3%

Memory: ✅ 67.785MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%


✅ tracer-no-middleware

Time: ✅ 18.935ms (SLO: <21.500ms 📉 -11.9%) vs baseline: -0.4%

Memory: ✅ 67.692MB (SLO: <70.000MB -3.3%) vs baseline: +4.8%


✅ tracer-no-templates

Time: ✅ 19.140ms (SLO: <22.000ms 📉 -13.0%) vs baseline: +0.2%

Memory: ✅ 67.751MB (SLO: <70.500MB -3.9%) vs baseline: +4.7%


errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.359ms (SLO: <19.850ms 📉 -17.6%) vs baseline: -0.1%

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +5.1%


✅ errortracking-enabled-user

Time: ✅ 16.513ms (SLO: <19.400ms 📉 -14.9%) vs baseline: +0.6%

Memory: ✅ 67.535MB (SLO: <70.000MB -3.5%) vs baseline: +4.6%


✅ tracer-enabled

Time: ✅ 16.318ms (SLO: <19.450ms 📉 -16.1%) vs baseline: +0.2%

Memory: ✅ 67.417MB (SLO: <70.000MB -3.7%) vs baseline: +4.7%


errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.080ms (SLO: <2.300ms -9.6%) vs baseline: +0.7%

Memory: ✅ 54.323MB (SLO: <56.500MB -3.9%) vs baseline: +5.0%


✅ errortracking-enabled-user

Time: ✅ 2.085ms (SLO: <2.250ms -7.3%) vs baseline: +0.7%

Memory: ✅ 54.519MB (SLO: <56.500MB -3.5%) vs baseline: +5.4%


✅ tracer-enabled

Time: ✅ 2.084ms (SLO: <2.300ms -9.4%) vs baseline: +0.9%

Memory: ✅ 54.126MB (SLO: <56.500MB -4.2%) vs baseline: +4.8%


flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.953ms (SLO: <4.200ms -5.9%) vs baseline: -0.1%

Memory: ✅ 64.173MB (SLO: <66.000MB -2.8%) vs baseline: +4.5%


✅ iast-enabled

Time: ✅ 2.437ms (SLO: <2.800ms 📉 -12.9%) vs baseline: -0.1%

Memory: ✅ 60.359MB (SLO: <62.500MB -3.4%) vs baseline: +4.7%


✅ tracer-enabled

Time: ✅ 2.059ms (SLO: <2.250ms -8.5%) vs baseline: ~same

Memory: ✅ 54.480MB (SLO: <56.500MB -3.6%) vs baseline: +5.2%


httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.569µs (SLO: <100.000µs 📉 -17.4%) vs baseline: +1.0%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ b3_headers

Time: ✅ 14.353µs (SLO: <20.000µs 📉 -28.2%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.5%


✅ b3_single_headers

Time: ✅ 13.815µs (SLO: <20.000µs 📉 -30.9%) vs baseline: +3.1%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%


✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.088µs (SLO: <80.000µs 📉 -19.9%) vs baseline: -0.1%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.411µs (SLO: <80.000µs 📉 -17.0%) vs baseline: +0.4%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%


✅ empty_headers

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.3%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ full_t_id_datadog_headers

Time: ✅ 23.087µs (SLO: <30.000µs 📉 -23.0%) vs baseline: +2.1%

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


✅ invalid_priority_header

Time: ✅ 6.611µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.5%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ invalid_span_id_header

Time: ✅ 6.539µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -1.2%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


✅ invalid_tags_header

Time: ✅ 6.589µs (SLO: <10.000µs 📉 -34.1%) vs baseline: ~same

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ invalid_trace_id_header

Time: ✅ 6.635µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +0.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%


✅ large_header_no_matches

Time: ✅ 27.676µs (SLO: <30.000µs -7.7%) vs baseline: +0.1%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ large_valid_headers_all

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

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.2%


✅ medium_header_no_matches

Time: ✅ 10.002µs (SLO: <20.000µs 📉 -50.0%) vs baseline: +0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ medium_valid_headers_all

Time: ✅ 11.318µs (SLO: <20.000µs 📉 -43.4%) vs baseline: -0.3%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%


✅ none_propagation_style

Time: ✅ 1.719µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.6%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ tracecontext_headers

Time: ✅ 35.237µs (SLO: <40.000µs 📉 -11.9%) vs baseline: +1.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.7%


✅ valid_headers_all

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.4%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ valid_headers_basic

Time: ✅ 6.211µs (SLO: <10.000µs 📉 -37.9%) vs baseline: +1.2%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%


✅ wsgi_empty_headers

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

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%


✅ wsgi_invalid_priority_header

Time: ✅ 6.595µs (SLO: <10.000µs 📉 -34.0%) vs baseline: -0.5%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ wsgi_invalid_span_id_header

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.2%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%


✅ wsgi_invalid_tags_header

Time: ✅ 6.608µs (SLO: <10.000µs 📉 -33.9%) vs baseline: -0.2%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ wsgi_invalid_trace_id_header

Time: ✅ 6.595µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -1.1%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ wsgi_large_header_no_matches

Time: ✅ 28.848µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.3%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.2%


✅ wsgi_large_valid_headers_all

Time: ✅ 29.782µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.4%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%


✅ wsgi_medium_header_no_matches

Time: ✅ 10.274µs (SLO: <20.000µs 📉 -48.6%) vs baseline: +1.1%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%


✅ wsgi_medium_valid_headers_all

Time: ✅ 11.671µs (SLO: <20.000µs 📉 -41.6%) vs baseline: +0.3%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ wsgi_valid_headers_all

Time: ✅ 6.582µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ wsgi_valid_headers_basic

Time: ✅ 6.164µs (SLO: <10.000µs 📉 -38.4%) vs baseline: -0.3%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%


httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.937µs (SLO: <30.000µs 📉 -30.2%) vs baseline: +0.1%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.0%


✅ with_all

Time: ✅ 27.745µs (SLO: <40.000µs 📉 -30.6%) vs baseline: +0.7%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%


✅ with_dd_origin

Time: ✅ 25.373µs (SLO: <30.000µs 📉 -15.4%) vs baseline: +2.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ with_priority_and_origin

Time: ✅ 24.550µs (SLO: <40.000µs 📉 -38.6%) vs baseline: +2.4%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ with_sampling_priority

Time: ✅ 20.899µs (SLO: <30.000µs 📉 -30.3%) vs baseline: +0.6%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +5.3%


✅ with_tags

Time: ✅ 26.278µs (SLO: <40.000µs 📉 -34.3%) vs baseline: +1.4%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ with_tags_invalid

Time: ✅ 27.421µs (SLO: <40.000µs 📉 -31.4%) vs baseline: +0.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ with_tags_max_size

Time: ✅ 26.469µs (SLO: <40.000µs 📉 -33.8%) vs baseline: +0.3%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.4%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.9%


✅ add_inplace_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.7%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +5.0%


✅ add_inplace_noaspect

Time: ✅ 0.322µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +1.4%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.9%


✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.1%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ bytearray_aspect

Time: ✅ 1.311µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.4%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.6%


✅ bytearray_extend_aspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +2.9%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +5.0%


✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -1.0%

Memory: ✅ 39.558MB (SLO: <41.500MB -4.7%) vs baseline: +5.0%


✅ bytearray_noaspect

Time: ✅ 0.478µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.2%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.6%


✅ bytes_aspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +1.6%

Memory: ✅ 39.381MB (SLO: <41.500MB -5.1%) vs baseline: +4.5%


✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.9%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.6%


✅ bytesio_aspect

Time: ✅ 1.298µs (SLO: <10.000µs 📉 -87.0%) vs baseline: ~same

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +4.5%


✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.3%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ capitalize_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: ~same

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.9%


✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.6%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +4.9%


✅ casefold_aspect

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

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.6%


✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.6%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: ~same

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.8%


✅ decode_noaspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.6%

Memory: ✅ 39.341MB (SLO: <41.500MB -5.2%) vs baseline: +4.6%


✅ encode_aspect

Time: ✅ 0.704µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.2%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.8%


✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.5%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +5.1%


✅ format_aspect

Time: ✅ 3.465µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +1.7%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +5.0%


✅ format_map_aspect

Time: ✅ 3.529µs (SLO: <10.000µs 📉 -64.7%) vs baseline: -2.3%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.6%


✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.4%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.5%


✅ format_noaspect

Time: ✅ 0.600µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -1.6%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ index_aspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.3%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.7%


✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.5%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +5.1%


✅ join_aspect

Time: ✅ 1.462µs (SLO: <10.000µs 📉 -85.4%) vs baseline: +5.8%

Memory: ✅ 39.381MB (SLO: <41.500MB -5.1%) vs baseline: +4.6%


✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.5%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.8%


✅ ljust_aspect

Time: ✅ 2.621µs (SLO: <20.000µs 📉 -86.9%) vs baseline: +5.4%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.8%


✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.3%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.5%


✅ lower_aspect

Time: ✅ 2.189µs (SLO: <10.000µs 📉 -78.1%) vs baseline: -0.9%

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +4.7%


✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.4%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.7%


✅ lstrip_aspect

Time: ✅ 2.238µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.4%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.8%


✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.9%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.5%


✅ modulo_aspect

Time: ✅ 1.037µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +4.2%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.8%


✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.536µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -1.8%

Memory: ✅ 39.341MB (SLO: <41.500MB -5.2%) vs baseline: +4.7%


✅ modulo_aspect_for_bytes

Time: ✅ 0.976µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -4.0%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.6%


✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.275µs (SLO: <10.000µs 📉 -87.2%) vs baseline: +1.4%

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +4.6%


✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -2.1%

Memory: ✅ 39.322MB (SLO: <41.500MB -5.2%) vs baseline: +4.7%


✅ replace_aspect

Time: ✅ 4.894µs (SLO: <10.000µs 📉 -51.1%) vs baseline: +1.9%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.7%


✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.2%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.7%


✅ repr_aspect

Time: ✅ 0.908µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.1%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: ~same

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.7%


✅ rstrip_aspect

Time: ✅ 1.870µs (SLO: <20.000µs 📉 -90.6%) vs baseline: ~same

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +4.5%


✅ rstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.6%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.6%


✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +5.0%


✅ slice_noaspect

Time: ✅ 0.450µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +1.3%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.5%


✅ stringio_aspect

Time: ✅ 1.546µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +1.1%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.6%


✅ stringio_noaspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -1.1%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.8%


✅ strip_aspect

Time: ✅ 2.223µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +2.0%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.9%


✅ strip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.8%


✅ swapcase_aspect

Time: ✅ 2.390µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -0.3%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +5.1%


✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.7%) vs baseline: +0.4%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +5.1%


✅ title_aspect

Time: ✅ 2.322µs (SLO: <10.000µs 📉 -76.8%) vs baseline: -0.3%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.7%


✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.5%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.6%


✅ translate_aspect

Time: ✅ 3.243µs (SLO: <10.000µs 📉 -67.6%) vs baseline: +2.7%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.9%


✅ translate_noaspect

Time: ✅ 1.044µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.9%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.6%


✅ upper_aspect

Time: ✅ 2.276µs (SLO: <10.000µs 📉 -77.2%) vs baseline: +2.7%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +5.2%


✅ upper_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.3%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +5.0%


iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.8%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%


✅ split_aspect

Time: ✅ 1.387µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.2%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.7%


✅ split_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.8%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ splitlines_aspect

Time: ✅ 1.379µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.6%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%


✅ splitlines_noaspect

Time: ✅ 0.586µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.1%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.9%


otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.464ms (SLO: <42.000ms -3.7%) vs baseline: +0.1%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.8%


✅ add-link

Time: ✅ 36.372ms (SLO: <38.550ms -5.6%) vs baseline: +0.4%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +5.1%


✅ add-metrics

Time: ✅ 218.413ms (SLO: <232.000ms -5.9%) vs baseline: ~same

Memory: ✅ 36.962MB (SLO: <39.000MB -5.2%) vs baseline: +4.9%


✅ add-tags

Time: ✅ 211.945ms (SLO: <221.600ms -4.4%) vs baseline: +0.5%

Memory: ✅ 37.002MB (SLO: <39.000MB -5.1%) vs baseline: +4.6%


✅ get-context

Time: ✅ 28.925ms (SLO: <31.300ms -7.6%) vs baseline: -0.2%

Memory: ✅ 37.002MB (SLO: <39.000MB -5.1%) vs baseline: +4.7%


✅ is-recording

Time: ✅ 29.176ms (SLO: <31.000ms -5.9%) vs baseline: +0.1%

Memory: ✅ 36.962MB (SLO: <39.000MB -5.2%) vs baseline: +4.6%


✅ record-exception

Time: ✅ 63.251ms (SLO: <65.850ms -3.9%) vs baseline: +0.4%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.9%


✅ set-status

Time: ✅ 32.054ms (SLO: <34.150ms -6.1%) vs baseline: +0.7%

Memory: ✅ 37.002MB (SLO: <39.000MB -5.1%) vs baseline: +4.9%


✅ start

Time: ✅ 28.830ms (SLO: <30.150ms -4.4%) vs baseline: +0.7%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +5.1%


✅ start-finish

Time: ✅ 33.947ms (SLO: <35.350ms -4.0%) vs baseline: +0.5%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +5.0%


✅ start-finish-telemetry

Time: ✅ 33.916ms (SLO: <35.450ms -4.3%) vs baseline: +0.6%

Memory: ✅ 37.080MB (SLO: <39.000MB -4.9%) vs baseline: +5.0%


✅ update-name

Time: ✅ 30.948ms (SLO: <33.400ms -7.3%) vs baseline: -0.7%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.8%


otelspan - 22/22

✅ add-event

Time: ✅ 38.727ms (SLO: <47.150ms 📉 -17.9%) vs baseline: +0.9%

Memory: ✅ 39.014MB (SLO: <47.000MB 📉 -17.0%) vs baseline: +4.9%


✅ add-metrics

Time: ✅ 258.336ms (SLO: <344.800ms 📉 -25.1%) vs baseline: -0.2%

Memory: ✅ 43.293MB (SLO: <47.500MB -8.9%) vs baseline: +4.7%


✅ add-tags

Time: ✅ 312.915ms (SLO: <321.000ms -2.5%) vs baseline: +0.3%

Memory: ✅ 43.314MB (SLO: <47.500MB -8.8%) vs baseline: +4.9%


✅ get-context

Time: ✅ 78.770ms (SLO: <92.350ms 📉 -14.7%) vs baseline: +0.3%

Memory: ✅ 39.285MB (SLO: <46.500MB 📉 -15.5%) vs baseline: +4.9%


✅ is-recording

Time: ✅ 36.047ms (SLO: <44.500ms 📉 -19.0%) vs baseline: +0.4%

Memory: ✅ 38.917MB (SLO: <47.500MB 📉 -18.1%) vs baseline: +4.9%


✅ record-exception

Time: ✅ 57.402ms (SLO: <67.650ms 📉 -15.1%) vs baseline: +1.4%

Memory: ✅ 39.471MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +5.0%


✅ set-status

Time: ✅ 42.581ms (SLO: <50.400ms 📉 -15.5%) vs baseline: +0.2%

Memory: ✅ 38.931MB (SLO: <47.000MB 📉 -17.2%) vs baseline: +5.1%


✅ start

Time: ✅ 35.263ms (SLO: <43.450ms 📉 -18.8%) vs baseline: -0.2%

Memory: ✅ 38.936MB (SLO: <47.000MB 📉 -17.2%) vs baseline: +5.1%


✅ start-finish

Time: ✅ 81.661ms (SLO: <88.000ms -7.2%) vs baseline: -0.2%

Memory: ✅ 36.687MB (SLO: <46.500MB 📉 -21.1%) vs baseline: +5.1%


✅ start-finish-telemetry

Time: ✅ 83.300ms (SLO: <89.000ms -6.4%) vs baseline: -0.1%

Memory: ✅ 36.687MB (SLO: <46.500MB 📉 -21.1%) vs baseline: +4.7%


✅ update-name

Time: ✅ 37.059ms (SLO: <45.150ms 📉 -17.9%) vs baseline: +0.6%

Memory: ✅ 38.943MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.9%


packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.199µs (SLO: <170.000µs -8.7%) vs baseline: +0.1%

Memory: ✅ 38.900MB (SLO: <41.000MB -5.1%) vs baseline: +3.7%


✅ import_many_cached

Time: ✅ 121.033µs (SLO: <130.000µs -6.9%) vs baseline: +0.2%

Memory: ✅ 39.337MB (SLO: <41.000MB -4.1%) vs baseline: +4.9%


✅ import_many_stdlib

Time: ✅ 1.639ms (SLO: <1.750ms -6.3%) vs baseline: -0.4%

Memory: ✅ 39.756MB (SLO: <41.000MB -3.0%) vs baseline: +5.5%


✅ import_many_stdlib_cached

Time: ✅ 0.984ms (SLO: <1.100ms 📉 -10.5%) vs baseline: -0.2%

Memory: ✅ 39.315MB (SLO: <41.000MB -4.1%) vs baseline: +4.6%


✅ import_many_unknown

Time: ✅ 833.398µs (SLO: <890.000µs -6.4%) vs baseline: +0.6%

Memory: ✅ 39.506MB (SLO: <41.000MB -3.6%) vs baseline: +5.3%


✅ import_many_unknown_cached

Time: ✅ 791.289µs (SLO: <870.000µs -9.0%) vs baseline: +0.6%

Memory: ✅ 39.466MB (SLO: <41.000MB -3.7%) vs baseline: +4.6%


✅ import_one

Time: ✅ 19.926µs (SLO: <30.000µs 📉 -33.6%) vs baseline: +0.5%

Memory: ✅ 38.859MB (SLO: <41.000MB -5.2%) vs baseline: +3.9%


✅ import_one_cache

Time: ✅ 6.277µs (SLO: <10.000µs 📉 -37.2%) vs baseline: +0.2%

Memory: ✅ 39.611MB (SLO: <41.000MB -3.4%) vs baseline: +5.5%


✅ import_one_stdlib

Time: ✅ 18.791µs (SLO: <20.000µs -6.0%) vs baseline: ~same

Memory: ✅ 39.574MB (SLO: <41.000MB -3.5%) vs baseline: +5.5%


✅ import_one_stdlib_cache

Time: ✅ 6.230µs (SLO: <10.000µs 📉 -37.7%) vs baseline: ~same

Memory: ✅ 39.142MB (SLO: <41.000MB -4.5%) vs baseline: +4.6%


✅ import_one_unknown

Time: ✅ 45.226µs (SLO: <50.000µs -9.5%) vs baseline: -0.6%

Memory: ✅ 39.385MB (SLO: <41.000MB -3.9%) vs baseline: +5.0%


✅ import_one_unknown_cache

Time: ✅ 6.286µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.3%

Memory: ✅ 39.177MB (SLO: <41.000MB -4.4%) vs baseline: +4.8%


ratelimiter - 12/12

✅ defaults

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -1.1%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ high_rate_limit

Time: ✅ 2.418µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +1.1%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.1%


✅ long_window

Time: ✅ 2.349µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -1.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.8%


✅ low_rate_limit

Time: ✅ 2.368µs (SLO: <10.000µs 📉 -76.3%) vs baseline: ~same

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ no_rate_limit

Time: ✅ 0.828µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.9%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


✅ short_window

Time: ✅ 2.505µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.5%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.9%


recursivecomputation - 8/8

✅ deep

Time: ✅ 309.625ms (SLO: <320.950ms -3.5%) vs baseline: ~same

Memory: ✅ 35.448MB (SLO: <36.500MB -2.9%) vs baseline: +5.1%


✅ deep-profiled

Time: ✅ 327.977ms (SLO: <359.150ms -8.7%) vs baseline: ~same

Memory: ✅ 39.479MB (SLO: <40.500MB -2.5%) vs baseline: +4.8%


✅ medium

Time: ✅ 6.994ms (SLO: <7.400ms -5.5%) vs baseline: ~same

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%


✅ shallow

Time: ✅ 0.938ms (SLO: <1.050ms 📉 -10.6%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


samplingrules - 8/8

✅ average_match

Time: ✅ 137.182µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.2%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%


✅ high_match

Time: ✅ 174.024µs (SLO: <480.000µs 📉 -63.7%) vs baseline: +0.8%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.6%


✅ low_match

Time: ✅ 98.956µs (SLO: <120.000µs 📉 -17.5%) vs baseline: -0.2%

Memory: ✅ 603.207MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%


✅ very_low_match

Time: ✅ 2.667ms (SLO: <8.500ms 📉 -68.6%) vs baseline: +0.2%

Memory: ✅ 70.491MB (SLO: <75.000MB -6.0%) vs baseline: +4.7%


sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.511µs (SLO: <20.000µs 📉 -47.4%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +4.8%


✅ all-enabled

Time: ✅ 40.352µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +0.7%

Memory: ✅ 35.075MB (SLO: <36.000MB -2.6%) vs baseline: +4.9%


✅ collectipvariant_exists

Time: ✅ 41.288µs (SLO: <50.000µs 📉 -17.4%) vs baseline: +0.7%

Memory: ✅ 35.095MB (SLO: <36.000MB -2.5%) vs baseline: +5.0%


✅ no-collectipvariant

Time: ✅ 39.881µs (SLO: <50.000µs 📉 -20.2%) vs baseline: -0.4%

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +4.9%


✅ no-useragentvariant

Time: ✅ 38.718µs (SLO: <50.000µs 📉 -22.6%) vs baseline: -0.3%

Memory: ✅ 34.996MB (SLO: <36.000MB -2.8%) vs baseline: +4.7%


✅ obfuscation-no-query

Time: ✅ 41.168µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +1.4%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +4.7%


✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.686µs (SLO: <90.000µs 📉 -15.9%) vs baseline: -0.2%

Memory: ✅ 35.075MB (SLO: <36.500MB -3.9%) vs baseline: +4.9%


✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.274µs (SLO: <90.000µs 📉 -15.3%) vs baseline: +0.1%

Memory: ✅ 35.036MB (SLO: <36.500MB -4.0%) vs baseline: +4.9%


✅ obfuscation-send-querystring-disabled

Time: ✅ 154.307µs (SLO: <170.000µs -9.2%) vs baseline: +0.1%

Memory: ✅ 35.055MB (SLO: <36.500MB -4.0%) vs baseline: +4.9%


✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.575µs (SLO: <160.000µs -6.5%) vs baseline: +0.7%

Memory: ✅ 35.016MB (SLO: <36.500MB -4.1%) vs baseline: +5.0%


✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.903µs (SLO: <170.000µs -8.3%) vs baseline: +0.7%

Memory: ✅ 35.036MB (SLO: <36.500MB -4.0%) vs baseline: +4.7%


✅ useragentvariant_exists_1

Time: ✅ 39.841µs (SLO: <50.000µs 📉 -20.3%) vs baseline: +0.9%

Memory: ✅ 35.075MB (SLO: <36.000MB -2.6%) vs baseline: +5.0%


✅ useragentvariant_exists_2

Time: ✅ 41.183µs (SLO: <50.000µs 📉 -17.6%) vs baseline: +1.1%

Memory: ✅ 35.055MB (SLO: <36.000MB -2.6%) vs baseline: +4.7%


✅ useragentvariant_exists_3

Time: ✅ 40.822µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +1.4%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +4.8%


✅ useragentvariant_not_exists_1

Time: ✅ 40.016µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +1.0%

Memory: ✅ 35.075MB (SLO: <36.000MB -2.6%) vs baseline: +5.4%


✅ useragentvariant_not_exists_2

Time: ✅ 40.098µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +1.0%

Memory: ✅ 35.114MB (SLO: <36.000MB -2.5%) vs baseline: +5.0%


span - 26/26

✅ add-event

Time: ✅ 17.288ms (SLO: <22.500ms 📉 -23.2%) vs baseline: -0.2%

Memory: ✅ 36.483MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +4.9%


✅ add-metrics

Time: ✅ 86.994ms (SLO: <93.500ms -7.0%) vs baseline: +0.2%

Memory: ✅ 40.680MB (SLO: <53.000MB 📉 -23.2%) vs baseline: +4.6%


✅ add-tags

Time: ✅ 139.735ms (SLO: <155.000ms -9.8%) vs baseline: -0.2%

Memory: ✅ 40.560MB (SLO: <53.000MB 📉 -23.5%) vs baseline: +5.0%


✅ get-context

Time: ✅ 16.005ms (SLO: <20.500ms 📉 -21.9%) vs baseline: -0.5%

Memory: ✅ 36.168MB (SLO: <53.000MB 📉 -31.8%) vs baseline: +4.7%


✅ is-recording

Time: ✅ 16.289ms (SLO: <20.500ms 📉 -20.5%) vs baseline: -0.2%

Memory: ✅ 36.152MB (SLO: <53.000MB 📉 -31.8%) vs baseline: +4.7%


✅ record-exception

Time: ✅ 35.629ms (SLO: <40.000ms 📉 -10.9%) vs baseline: +1.1%

Memory: ✅ 36.934MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.1%


✅ set-status

Time: ✅ 17.738ms (SLO: <22.000ms 📉 -19.4%) vs baseline: -0.5%

Memory: ✅ 36.185MB (SLO: <53.000MB 📉 -31.7%) vs baseline: +4.8%


✅ start

Time: ✅ 15.987ms (SLO: <20.500ms 📉 -22.0%) vs baseline: +0.4%

Memory: ✅ 36.127MB (SLO: <53.000MB 📉 -31.8%) vs baseline: +4.6%


✅ start-finish

Time: ✅ 50.543ms (SLO: <52.500ms -3.7%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%


✅ start-finish-telemetry

Time: ✅ 52.025ms (SLO: <54.500ms -4.5%) vs baseline: +0.2%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ start-finish-traceid128

Time: ✅ 53.623ms (SLO: <57.000ms -5.9%) vs baseline: -0.5%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.6%


✅ start-traceid128

Time: ✅ 16.296ms (SLO: <22.500ms 📉 -27.6%) vs baseline: -0.5%

Memory: ✅ 36.315MB (SLO: <53.000MB 📉 -31.5%) vs baseline: +5.2%


✅ update-name

Time: ✅ 16.405ms (SLO: <22.000ms 📉 -25.4%) vs baseline: -0.4%

Memory: ✅ 36.357MB (SLO: <53.000MB 📉 -31.4%) vs baseline: +4.9%


tracer - 6/6

✅ large

Time: ✅ 29.089ms (SLO: <32.950ms 📉 -11.7%) vs baseline: -0.2%

Memory: ✅ 35.409MB (SLO: <36.500MB -3.0%) vs baseline: +4.7%


✅ medium

Time: ✅ 2.875ms (SLO: <3.200ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 34.210MB (SLO: <35.500MB -3.6%) vs baseline: +5.0%


✅ small

Time: ✅ 328.034µs (SLO: <370.000µs 📉 -11.3%) vs baseline: +0.6%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.4%

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

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