test(profiling): try to unflake test_resource_not_collected

[KowalskiThomas]

Description

This is an attempt at making a test less flaky (not sure why it's flaky to be honest, so hard to fix for real).

Also, drive-by change to make a test print samples on failure for future debugging/unflaking.

[cit-pr-commenter-54b7da]

Codeowners resolved as

tests/profiling/collector/test_asyncio_weak_links.py                    @DataDog/profiling-python
tests/profiling/collector/test_stack.py                                 @DataDog/profiling-python

[pr-commenter]

Performance SLOs

Comparing candidate kowalski/test-profiling-try-to-unflake-test_resource_not_collected (fac291e) with baseline main (1e7e0c4)

📈 Performance Regressions (2 suites)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 498.586µs (SLO: <700.000µs 📉 -28.8%) vs baseline: 📈 +17.7%

Memory: ✅ 42.841MB (SLO: <46.000MB -6.9%) vs baseline: +5.4%

---

✅ ospathbasename_noaspect

Time: ✅ 433.039µs (SLO: <700.000µs 📉 -38.1%) vs baseline: +0.4%

Memory: ✅ 42.723MB (SLO: <46.000MB -7.1%) vs baseline: +5.2%

---

✅ ospathjoin_aspect

Time: ✅ 632.099µs (SLO: <700.000µs -9.7%) vs baseline: +0.3%

Memory: ✅ 42.684MB (SLO: <46.000MB -7.2%) vs baseline: +5.3%

---

✅ ospathjoin_noaspect

Time: ✅ 640.596µs (SLO: <700.000µs -8.5%) vs baseline: +0.5%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +5.5%

---

✅ ospathnormcase_aspect

Time: ✅ 352.130µs (SLO: <700.000µs 📉 -49.7%) vs baseline: -0.2%

Memory: ✅ 42.841MB (SLO: <46.000MB -6.9%) vs baseline: +5.4%

---

✅ ospathnormcase_noaspect

Time: ✅ 359.021µs (SLO: <700.000µs 📉 -48.7%) vs baseline: +0.7%

Memory: ✅ 42.802MB (SLO: <46.000MB -7.0%) vs baseline: +5.2%

---

✅ ospathsplit_aspect

Time: ✅ 494.005µs (SLO: <700.000µs 📉 -29.4%) vs baseline: +0.5%

Memory: ✅ 42.664MB (SLO: <46.000MB -7.3%) vs baseline: +4.9%

---

✅ ospathsplit_noaspect

Time: ✅ 506.908µs (SLO: <700.000µs 📉 -27.6%) vs baseline: +0.5%

Memory: ✅ 42.723MB (SLO: <46.000MB -7.1%) vs baseline: +5.0%

---

✅ ospathsplitdrive_aspect

Time: ✅ 377.026µs (SLO: <700.000µs 📉 -46.1%) vs baseline: +0.5%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.9%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 73.140µs (SLO: <700.000µs 📉 -89.6%) vs baseline: +0.6%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.7%

---

✅ ospathsplitext_aspect

Time: ✅ 459.707µs (SLO: <700.000µs 📉 -34.3%) vs baseline: +0.9%

Memory: ✅ 42.762MB (SLO: <46.000MB -7.0%) vs baseline: +5.4%

---

✅ ospathsplitext_noaspect

Time: ✅ 467.159µs (SLO: <700.000µs 📉 -33.3%) vs baseline: +0.6%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +5.2%

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.423µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +17.6%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ 1-count-metrics-100-times

Time: ✅ 207.842µs (SLO: <220.000µs -5.5%) vs baseline: +0.2%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.8%

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.290µs (SLO: <20.000µs 📉 -83.5%) vs baseline: +0.6%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.5%

---

✅ 1-distribution-metrics-100-times

Time: ✅ 216.311µs (SLO: <230.000µs -6.0%) vs baseline: -0.4%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.5%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.158µs (SLO: <20.000µs 📉 -89.2%) vs baseline: +0.1%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +5.2%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.989µs (SLO: <150.000µs -8.7%) vs baseline: +0.4%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.7%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.062µs (SLO: <20.000µs 📉 -84.7%) vs baseline: ~same

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ 1-rate-metrics-100-times

Time: ✅ 222.738µs (SLO: <250.000µs 📉 -10.9%) vs baseline: +1.2%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +5.0%

---

✅ 100-count-metrics-100-times

Time: ✅ 20.723ms (SLO: <22.000ms -5.8%) vs baseline: -1.4%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.254ms (SLO: <2.550ms 📉 -11.6%) vs baseline: +0.7%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +5.1%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.415ms (SLO: <1.550ms -8.7%) vs baseline: -0.1%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +5.0%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.263ms (SLO: <2.550ms 📉 -11.3%) vs baseline: ~same

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +5.0%

---

✅ flush-1-metric

Time: ✅ 4.502µs (SLO: <20.000µs 📉 -77.5%) vs baseline: -0.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.9%

---

✅ flush-100-metrics

Time: ✅ 175.730µs (SLO: <250.000µs 📉 -29.7%) vs baseline: +0.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.7%

---

✅ flush-1000-metrics

Time: ✅ 2.181ms (SLO: <2.500ms 📉 -12.8%) vs baseline: -0.3%

Memory: ✅ 36.313MB (SLO: <38.750MB -6.3%) vs baseline: +4.3%

🟡 Near SLO Breach (1 suite)

🟡 tracer - 6/6

✅ large

Time: ✅ 31.634ms (SLO: <32.950ms -4.0%) vs baseline: -0.1%

Memory: ✅ 36.707MB (SLO: <39.250MB -6.5%) vs baseline: +4.6%

---

✅ medium

Time: ✅ 3.131ms (SLO: <3.200ms -2.1%) vs baseline: -0.3%

Memory: ✅ 35.330MB (SLO: <38.750MB -8.8%) vs baseline: +5.3%

---

✅ small

Time: ✅ 365.361µs (SLO: <370.000µs 🟡 -1.3%) vs baseline: +4.3%

Memory: ✅ 35.193MB (SLO: <38.750MB -9.2%) vs baseline: +4.6%

⚠️ Unstable Tests (2 suites)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.226µs (SLO: <20.000µs 📉 -33.9%) vs baseline: -0.3%

Memory: ✅ 35.173MB (SLO: <38.000MB -7.4%) vs baseline: +4.7%

---

✅ context_with_data_no_listeners

Time: ✅ 3.280µs (SLO: <10.000µs 📉 -67.2%) vs baseline: -0.4%

Memory: ✅ 35.212MB (SLO: <38.000MB -7.3%) vs baseline: +4.8%

---

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 35.271MB (SLO: <38.000MB -7.2%) vs baseline: +5.3%

---

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.3%

Memory: ✅ 35.193MB (SLO: <38.000MB -7.4%) vs baseline: +5.2%

---

✅ set_item

Time: ✅ 24.129µs (SLO: <30.000µs 📉 -19.6%) vs baseline: +0.5%

Memory: ✅ 35.212MB (SLO: <38.000MB -7.3%) vs baseline: +5.0%

---

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.509µs (SLO: <170.000µs -8.5%) vs baseline: -0.1%

Memory: ✅ 40.151MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +4.7%

---

✅ import_many_cached

Time: ✅ 121.634µs (SLO: <130.000µs -6.4%) vs baseline: +0.7%

Memory: ✅ 40.156MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +3.9%

---

✅ import_many_stdlib

Time: ✅ 0.758ms (SLO: <1.750ms 📉 -56.7%) vs baseline: -0.2%

Memory: ✅ 40.219MB (SLO: <46.000MB 📉 -12.6%) vs baseline: +4.9%

---

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.2%) vs baseline: +0.3%

Memory: ✅ 39.932MB (SLO: <46.000MB 📉 -13.2%) vs baseline: +4.5%

---

✅ import_many_unknown

Time: ✅ 828.264µs (SLO: <890.000µs -6.9%) vs baseline: -0.1%

Memory: ✅ 40.192MB (SLO: <46.000MB 📉 -12.6%) vs baseline: +4.2%

---

✅ import_many_unknown_cached

Time: ✅ 799.181µs (SLO: <870.000µs -8.1%) vs baseline: +1.1%

Memory: ✅ 40.009MB (SLO: <46.000MB 📉 -13.0%) vs baseline: +3.8%

---

✅ import_one

Time: ✅ 19.985µs (SLO: <30.000µs 📉 -33.4%) vs baseline: -0.6%

Memory: ✅ 40.052MB (SLO: <46.000MB 📉 -12.9%) vs baseline: +4.1%

---

✅ import_one_cache

Time: ✅ 6.263µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.7%

Memory: ✅ 39.874MB (SLO: <46.000MB 📉 -13.3%) vs baseline: +3.8%

---

✅ import_one_stdlib

Time: ✅ 18.846µs (SLO: <20.000µs -5.8%) vs baseline: +0.8%

Memory: ✅ 40.037MB (SLO: <46.000MB 📉 -13.0%) vs baseline: +4.4%

---

✅ import_one_stdlib_cache

Time: ✅ 6.271µs (SLO: <10.000µs 📉 -37.3%) vs baseline: +0.2%

Memory: ✅ 39.905MB (SLO: <46.000MB 📉 -13.2%) vs baseline: +4.1%

---

✅ import_one_unknown

Time: ✅ 45.435µs (SLO: <50.000µs -9.1%) vs baseline: -0.8%

Memory: ✅ 40.191MB (SLO: <46.000MB 📉 -12.6%) vs baseline: +4.6%

---

✅ import_one_unknown_cache

Time: ✅ 6.270µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.7%

Memory: ✅ 39.982MB (SLO: <43.000MB -7.0%) vs baseline: +4.6%

✅ All Tests Passing (19 suites)

✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.526ms (SLO: <22.300ms 📉 -12.4%) vs baseline: -0.8%

Memory: ✅ 68.863MB (SLO: <73.500MB -6.3%) vs baseline: +4.9%

---

✅ exception-replay-enabled

Time: ✅ 1.387ms (SLO: <1.450ms -4.4%) vs baseline: -0.3%

Memory: ✅ 66.924MB (SLO: <71.500MB -6.4%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 19.552ms (SLO: <22.250ms 📉 -12.1%) vs baseline: +0.2%

Memory: ✅ 68.773MB (SLO: <75.000MB -8.3%) vs baseline: +4.7%

---

✅ profiler

Time: ✅ 15.277ms (SLO: <16.550ms -7.7%) vs baseline: +0.5%

Memory: ✅ 56.941MB (SLO: <61.000MB -6.7%) vs baseline: +4.9%

---

✅ resource-renaming

Time: ✅ 19.556ms (SLO: <21.750ms 📉 -10.1%) vs baseline: +0.4%

Memory: ✅ 68.792MB (SLO: <73.500MB -6.4%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 20.173ms (SLO: <28.200ms 📉 -28.5%) vs baseline: +1.9%

Memory: ✅ 68.782MB (SLO: <75.000MB -8.3%) vs baseline: +5.0%

---

✅ tracer

Time: ✅ 19.640ms (SLO: <21.750ms -9.7%) vs baseline: +0.5%

Memory: ✅ 68.812MB (SLO: <75.000MB -8.3%) vs baseline: +4.8%

---

✅ tracer-and-profiler

Time: ✅ 21.572ms (SLO: <23.500ms -8.2%) vs baseline: -0.2%

Memory: ✅ 70.188MB (SLO: <75.000MB -6.4%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.643ms (SLO: <21.500ms -8.6%) vs baseline: -0.5%

Memory: ✅ 68.832MB (SLO: <75.000MB -8.2%) vs baseline: +4.9%

---

✅ tracer-minimal

Time: ✅ 16.804ms (SLO: <17.500ms -4.0%) vs baseline: -0.2%

Memory: ✅ 68.832MB (SLO: <75.000MB -8.2%) vs baseline: +4.9%

---

✅ tracer-native

Time: ✅ 19.502ms (SLO: <21.750ms 📉 -10.3%) vs baseline: +0.2%

Memory: ✅ 68.832MB (SLO: <72.500MB -5.1%) vs baseline: +4.9%

---

✅ tracer-no-caches

Time: ✅ 17.548ms (SLO: <19.650ms 📉 -10.7%) vs baseline: -0.4%

Memory: ✅ 68.832MB (SLO: <75.000MB -8.2%) vs baseline: +5.0%

---

✅ tracer-no-databases

Time: ✅ 19.180ms (SLO: <20.100ms -4.6%) vs baseline: -0.3%

Memory: ✅ 68.813MB (SLO: <75.000MB -8.2%) vs baseline: +4.8%

---

✅ tracer-no-middleware

Time: ✅ 19.316ms (SLO: <21.500ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 68.832MB (SLO: <75.000MB -8.2%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 19.590ms (SLO: <22.000ms 📉 -11.0%) vs baseline: +1.3%

Memory: ✅ 68.832MB (SLO: <73.500MB -6.4%) vs baseline: +4.8%

---

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.278ms (SLO: <19.850ms 📉 -18.0%) vs baseline: -0.4%

Memory: ✅ 70.732MB (SLO: <75.000MB -5.7%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 16.340ms (SLO: <19.400ms 📉 -15.8%) vs baseline: ~same

Memory: ✅ 70.749MB (SLO: <75.000MB -5.7%) vs baseline: +4.7%

---

✅ tracer-enabled

Time: ✅ 16.349ms (SLO: <19.450ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 70.574MB (SLO: <75.000MB -5.9%) vs baseline: +4.8%

---

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.090ms (SLO: <2.300ms -9.1%) vs baseline: +0.1%

Memory: ✅ 56.269MB (SLO: <60.000MB -6.2%) vs baseline: +5.1%

---

✅ errortracking-enabled-user

Time: ✅ 2.101ms (SLO: <2.250ms -6.6%) vs baseline: ~same

Memory: ✅ 56.191MB (SLO: <60.000MB -6.3%) vs baseline: +4.8%

---

✅ tracer-enabled

Time: ✅ 2.093ms (SLO: <2.300ms -9.0%) vs baseline: ~same

Memory: ✅ 56.269MB (SLO: <60.000MB -6.2%) vs baseline: +5.0%

---

✅ flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.411ms (SLO: <4.750ms 📉 -28.2%) vs baseline: -0.2%

Memory: ✅ 56.245MB (SLO: <66.500MB 📉 -15.4%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 2.895ms (SLO: <6.750ms 📉 -57.1%) vs baseline: +0.2%

Memory: ✅ 56.247MB (SLO: <66.500MB 📉 -15.4%) vs baseline: +4.8%

---

✅ appsec-telemetry

Time: ✅ 3.462ms (SLO: <4.750ms 📉 -27.1%) vs baseline: +1.6%

Memory: ✅ 56.346MB (SLO: <66.500MB 📉 -15.3%) vs baseline: +5.1%

---

✅ debugger

Time: ✅ 1.867ms (SLO: <2.000ms -6.6%) vs baseline: +0.2%

Memory: ✅ 48.140MB (SLO: <51.500MB -6.5%) vs baseline: +4.9%

---

✅ iast-get

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: ~same

Memory: ✅ 45.216MB (SLO: <49.000MB -7.7%) vs baseline: +4.7%

---

✅ profiler

Time: ✅ 1.898ms (SLO: <2.100ms -9.6%) vs baseline: ~same

Memory: ✅ 49.267MB (SLO: <52.500MB -6.2%) vs baseline: +5.0%

---

✅ resource-renaming

Time: ✅ 3.390ms (SLO: <3.650ms -7.1%) vs baseline: +0.4%

Memory: ✅ 56.325MB (SLO: <60.000MB -6.1%) vs baseline: +4.9%

---

✅ tracer

Time: ✅ 3.403ms (SLO: <3.650ms -6.8%) vs baseline: ~same

Memory: ✅ 56.244MB (SLO: <60.000MB -6.3%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 3.399ms (SLO: <3.650ms -6.9%) vs baseline: +0.2%

Memory: ✅ 56.303MB (SLO: <60.000MB -6.2%) vs baseline: +5.2%

---

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.090ms (SLO: <4.200ms 📉 -50.2%) vs baseline: -0.3%

Memory: ✅ 56.250MB (SLO: <66.000MB 📉 -14.8%) vs baseline: +4.9%

---

✅ iast-enabled

Time: ✅ 2.102ms (SLO: <2.800ms 📉 -24.9%) vs baseline: +0.2%

Memory: ✅ 56.210MB (SLO: <62.500MB 📉 -10.1%) vs baseline: +4.8%

---

✅ tracer-enabled

Time: ✅ 2.088ms (SLO: <2.250ms -7.2%) vs baseline: ~same

Memory: ✅ 56.210MB (SLO: <60.000MB -6.3%) vs baseline: +4.8%

---

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.646µs (SLO: <100.000µs 📉 -19.4%) vs baseline: -0.3%

Memory: ✅ 35.370MB (SLO: <38.000MB -6.9%) vs baseline: +5.2%

---

✅ b3_headers

Time: ✅ 14.016µs (SLO: <20.000µs 📉 -29.9%) vs baseline: -1.3%

Memory: ✅ 35.154MB (SLO: <38.000MB -7.5%) vs baseline: +4.4%

---

✅ b3_single_headers

Time: ✅ 13.186µs (SLO: <20.000µs 📉 -34.1%) vs baseline: -0.8%

Memory: ✅ 35.212MB (SLO: <38.000MB -7.3%) vs baseline: +4.6%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.279µs (SLO: <80.000µs 📉 -19.7%) vs baseline: +0.2%

Memory: ✅ 35.252MB (SLO: <38.000MB -7.2%) vs baseline: +4.7%

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.244µs (SLO: <80.000µs 📉 -13.4%) vs baseline: +5.0%

Memory: ✅ 35.350MB (SLO: <38.000MB -7.0%) vs baseline: +5.0%

---

✅ empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.5%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%

---

✅ full_t_id_datadog_headers

Time: ✅ 22.491µs (SLO: <30.000µs 📉 -25.0%) vs baseline: ~same

Memory: ✅ 35.291MB (SLO: <38.000MB -7.1%) vs baseline: +4.9%

---

✅ invalid_priority_header

Time: ✅ 6.561µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.6%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +5.0%

---

✅ invalid_span_id_header

Time: ✅ 6.534µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.8%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.9%

---

✅ invalid_tags_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.6%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +5.0%

---

✅ invalid_trace_id_header

Time: ✅ 6.548µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.9%

---

✅ large_header_no_matches

Time: ✅ 27.718µs (SLO: <30.000µs -7.6%) vs baseline: +0.4%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +5.1%

---

✅ large_valid_headers_all

Time: ✅ 28.807µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%

---

✅ medium_header_no_matches

Time: ✅ 9.917µs (SLO: <20.000µs 📉 -50.4%) vs baseline: +0.5%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.9%

---

✅ medium_valid_headers_all

Time: ✅ 11.271µs (SLO: <20.000µs 📉 -43.6%) vs baseline: +0.3%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +5.1%

---

✅ none_propagation_style

Time: ✅ 1.704µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.2%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +5.0%

---

✅ tracecontext_headers

Time: ✅ 34.719µs (SLO: <40.000µs 📉 -13.2%) vs baseline: +0.5%

Memory: ✅ 35.154MB (SLO: <38.000MB -7.5%) vs baseline: +4.4%

---

✅ valid_headers_all

Time: ✅ 6.572µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.6%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +5.0%

---

✅ valid_headers_basic

Time: ✅ 6.135µs (SLO: <10.000µs 📉 -38.6%) vs baseline: +0.3%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.6%

---

✅ wsgi_empty_headers

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.8%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.9%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.602µs (SLO: <10.000µs 📉 -34.0%) vs baseline: -0.4%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.8%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.7%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.6%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.618µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +0.3%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.5%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.583µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.3%

Memory: ✅ 35.783MB (SLO: <38.000MB -5.8%) vs baseline: +5.0%

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.737µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.1%

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.884µs (SLO: <40.000µs 📉 -25.3%) vs baseline: +0.2%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.1%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.306µs (SLO: <20.000µs 📉 -48.5%) vs baseline: -0.1%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.8%

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.724µs (SLO: <20.000µs 📉 -41.4%) vs baseline: +0.2%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.7%

---

✅ wsgi_valid_headers_all

Time: ✅ 6.653µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +0.8%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.3%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.144µs (SLO: <10.000µs 📉 -38.6%) vs baseline: -0.4%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +5.0%

---

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.820µs (SLO: <30.000µs 📉 -27.3%) vs baseline: +5.0%

Memory: ✅ 35.311MB (SLO: <38.000MB -7.1%) vs baseline: +5.1%

---

✅ with_all

Time: ✅ 27.588µs (SLO: <40.000µs 📉 -31.0%) vs baseline: -0.9%

Memory: ✅ 35.370MB (SLO: <38.000MB -6.9%) vs baseline: +5.3%

---

✅ with_dd_origin

Time: ✅ 24.535µs (SLO: <30.000µs 📉 -18.2%) vs baseline: ~same

Memory: ✅ 35.311MB (SLO: <38.000MB -7.1%) vs baseline: +5.0%

---

✅ with_priority_and_origin

Time: ✅ 23.815µs (SLO: <40.000µs 📉 -40.5%) vs baseline: -1.0%

Memory: ✅ 35.291MB (SLO: <38.000MB -7.1%) vs baseline: +5.0%

---

✅ with_sampling_priority

Time: ✅ 20.878µs (SLO: <30.000µs 📉 -30.4%) vs baseline: ~same

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.7%

---

✅ with_tags

Time: ✅ 25.763µs (SLO: <40.000µs 📉 -35.6%) vs baseline: -0.7%

Memory: ✅ 35.291MB (SLO: <38.000MB -7.1%) vs baseline: +4.7%

---

✅ with_tags_invalid

Time: ✅ 27.218µs (SLO: <40.000µs 📉 -32.0%) vs baseline: -0.6%

Memory: ✅ 35.311MB (SLO: <38.000MB -7.1%) vs baseline: +5.2%

---

✅ with_tags_max_size

Time: ✅ 26.361µs (SLO: <40.000µs 📉 -34.1%) vs baseline: ~same

Memory: ✅ 35.232MB (SLO: <38.000MB -7.3%) vs baseline: +4.4%

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.695ms (SLO: <4.880ms 📉 -24.3%) vs baseline: +6.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.4%

---

✅ re_expand_noaspect

Time: ✅ 3.461ms (SLO: <4.620ms 📉 -25.1%) vs baseline: -0.4%

Memory: ✅ 42.782MB (SLO: <46.000MB -7.0%) vs baseline: +5.4%

---

✅ re_findall_aspect

Time: ✅ 338.252µs (SLO: <450.000µs 📉 -24.8%) vs baseline: +1.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.9%

---

✅ re_findall_noaspect

Time: ✅ 323.245µs (SLO: <430.000µs 📉 -24.8%) vs baseline: +0.2%

Memory: ✅ 42.762MB (SLO: <46.000MB -7.0%) vs baseline: +5.0%

---

✅ re_finditer_aspect

Time: ✅ 452.346µs (SLO: <590.000µs 📉 -23.3%) vs baseline: +0.5%

Memory: ✅ 42.703MB (SLO: <46.000MB -7.2%) vs baseline: +4.8%

---

✅ re_finditer_noaspect

Time: ✅ 327.769µs (SLO: <440.000µs 📉 -25.5%) vs baseline: +1.5%

Memory: ✅ 42.802MB (SLO: <46.000MB -7.0%) vs baseline: +5.2%

---

✅ re_fullmatch_aspect

Time: ✅ 275.739µs (SLO: <360.000µs 📉 -23.4%) vs baseline: +0.7%

Memory: ✅ 42.723MB (SLO: <46.000MB -7.1%) vs baseline: +4.6%

---

✅ re_fullmatch_noaspect

Time: ✅ 301.855µs (SLO: <400.000µs 📉 -24.5%) vs baseline: ~same

Memory: ✅ 42.703MB (SLO: <46.000MB -7.2%) vs baseline: +5.0%

---

✅ re_group_aspect

Time: ✅ 476.589µs (SLO: <630.000µs 📉 -24.4%) vs baseline: +0.5%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.2%

---

✅ re_group_noaspect

Time: ✅ 480.305µs (SLO: <640.000µs 📉 -25.0%) vs baseline: +0.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +5.5%

---

✅ re_groups_aspect

Time: ✅ 483.763µs (SLO: <650.000µs 📉 -25.6%) vs baseline: ~same

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%

---

✅ re_groups_noaspect

Time: ✅ 490.075µs (SLO: <650.000µs 📉 -24.6%) vs baseline: -0.2%

Memory: ✅ 42.723MB (SLO: <46.000MB -7.1%) vs baseline: +4.8%

---

✅ re_match_aspect

Time: ✅ 277.818µs (SLO: <370.000µs 📉 -24.9%) vs baseline: -0.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +5.4%

---

✅ re_match_noaspect

Time: ✅ 302.141µs (SLO: <410.000µs 📉 -26.3%) vs baseline: +0.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.3%

---

✅ re_search_aspect

Time: ✅ 270.045µs (SLO: <350.000µs 📉 -22.8%) vs baseline: +3.5%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.1%

---

✅ re_search_noaspect

Time: ✅ 286.466µs (SLO: <380.000µs 📉 -24.6%) vs baseline: +0.4%

Memory: ✅ 42.821MB (SLO: <46.000MB -6.9%) vs baseline: +5.2%

---

✅ re_sub_aspect

Time: ✅ 351.895µs (SLO: <460.000µs 📉 -23.5%) vs baseline: -0.1%

Memory: ✅ 42.605MB (SLO: <46.000MB -7.4%) vs baseline: +4.6%

---

✅ re_sub_noaspect

Time: ✅ 390.945µs (SLO: <520.000µs 📉 -24.8%) vs baseline: ~same

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.8%

---

✅ re_subn_aspect

Time: ✅ 375.656µs (SLO: <490.000µs 📉 -23.3%) vs baseline: +0.5%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.4%

---

✅ re_subn_noaspect

Time: ✅ 411.018µs (SLO: <530.000µs 📉 -22.4%) vs baseline: +0.8%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.7%

---

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 109.755µs (SLO: <130.000µs 📉 -15.6%) vs baseline: +4.1%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.7%

---

✅ add_inplace_aspect

Time: ✅ 106.602µs (SLO: <130.000µs 📉 -18.0%) vs baseline: -1.3%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ add_inplace_noaspect

Time: ✅ 28.449µs (SLO: <40.000µs 📉 -28.9%) vs baseline: ~same

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.7%

---

✅ add_noaspect

Time: ✅ 49.480µs (SLO: <70.000µs 📉 -29.3%) vs baseline: +1.0%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ bytearray_aspect

Time: ✅ 256.453µs (SLO: <400.000µs 📉 -35.9%) vs baseline: +0.1%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

---

✅ bytearray_extend_aspect

Time: ✅ 641.935µs (SLO: <800.000µs 📉 -19.8%) vs baseline: -0.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ bytearray_extend_noaspect

Time: ✅ 272.282µs (SLO: <400.000µs 📉 -31.9%) vs baseline: +1.7%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.1%

---

✅ bytearray_noaspect

Time: ✅ 139.600µs (SLO: <300.000µs 📉 -53.5%) vs baseline: +0.3%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

---

✅ bytes_aspect

Time: ✅ 218.019µs (SLO: <300.000µs 📉 -27.3%) vs baseline: -0.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ bytes_noaspect

Time: ✅ 132.576µs (SLO: <200.000µs 📉 -33.7%) vs baseline: +0.4%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ bytesio_aspect

Time: ✅ 3.893ms (SLO: <5.000ms 📉 -22.1%) vs baseline: -0.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ bytesio_noaspect

Time: ✅ 312.162µs (SLO: <420.000µs 📉 -25.7%) vs baseline: -1.1%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ capitalize_aspect

Time: ✅ 89.145µs (SLO: <300.000µs 📉 -70.3%) vs baseline: +0.7%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.8%

---

✅ capitalize_noaspect

Time: ✅ 251.377µs (SLO: <300.000µs 📉 -16.2%) vs baseline: +0.1%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ casefold_aspect

Time: ✅ 89.363µs (SLO: <500.000µs 📉 -82.1%) vs baseline: +0.7%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

---

✅ casefold_noaspect

Time: ✅ 336.453µs (SLO: <500.000µs 📉 -32.7%) vs baseline: +8.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

---

✅ decode_aspect

Time: ✅ 87.640µs (SLO: <100.000µs 📉 -12.4%) vs baseline: -0.5%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ decode_noaspect

Time: ✅ 154.056µs (SLO: <210.000µs 📉 -26.6%) vs baseline: +2.2%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.1%

---

✅ encode_aspect

Time: ✅ 85.520µs (SLO: <200.000µs 📉 -57.2%) vs baseline: +0.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ encode_noaspect

Time: ✅ 137.724µs (SLO: <200.000µs 📉 -31.1%) vs baseline: -0.8%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ format_aspect

Time: ✅ 14.650ms (SLO: <19.200ms 📉 -23.7%) vs baseline: -0.2%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +4.8%

---

✅ format_map_aspect

Time: ✅ 16.559ms (SLO: <21.500ms 📉 -23.0%) vs baseline: +0.3%

Memory: ✅ 43.195MB (SLO: <46.000MB -6.1%) vs baseline: +5.1%

---

✅ format_map_noaspect

Time: ✅ 374.822µs (SLO: <500.000µs 📉 -25.0%) vs baseline: +0.9%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ format_noaspect

Time: ✅ 314.251µs (SLO: <500.000µs 📉 -37.1%) vs baseline: +0.5%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

---

✅ index_aspect

Time: ✅ 125.444µs (SLO: <300.000µs 📉 -58.2%) vs baseline: -0.9%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ index_noaspect

Time: ✅ 40.648µs (SLO: <300.000µs 📉 -86.5%) vs baseline: +1.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%

---

✅ join_aspect

Time: ✅ 217.196µs (SLO: <300.000µs 📉 -27.6%) vs baseline: +0.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

---

✅ join_noaspect

Time: ✅ 142.268µs (SLO: <300.000µs 📉 -52.6%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ ljust_aspect

Time: ✅ 504.299µs (SLO: <700.000µs 📉 -28.0%) vs baseline: -1.0%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

---

✅ ljust_noaspect

Time: ✅ 264.918µs (SLO: <300.000µs 📉 -11.7%) vs baseline: +0.4%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.9%

---

✅ lower_aspect

Time: ✅ 299.826µs (SLO: <500.000µs 📉 -40.0%) vs baseline: -0.9%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.7%

---

✅ lower_noaspect

Time: ✅ 237.007µs (SLO: <300.000µs 📉 -21.0%) vs baseline: +1.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.5%

---

✅ lstrip_aspect

Time: ✅ 0.269ms (SLO: <3.000ms 📉 -91.0%) vs baseline: +0.8%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ lstrip_noaspect

Time: ✅ 0.177ms (SLO: <3.000ms 📉 -94.1%) vs baseline: +0.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ modulo_aspect

Time: ✅ 14.325ms (SLO: <18.750ms 📉 -23.6%) vs baseline: -0.2%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.9%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.878ms (SLO: <19.350ms 📉 -23.1%) vs baseline: ~same

Memory: ✅ 43.136MB (SLO: <46.000MB -6.2%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes

Time: ✅ 14.461ms (SLO: <18.900ms 📉 -23.5%) vs baseline: ~same

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +4.8%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.680ms (SLO: <19.150ms 📉 -23.3%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.6%

---

✅ modulo_noaspect

Time: ✅ 0.373ms (SLO: <3.000ms 📉 -87.6%) vs baseline: -0.8%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ replace_aspect

Time: ✅ 18.443ms (SLO: <24.000ms 📉 -23.2%) vs baseline: -0.4%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +4.8%

---

✅ replace_noaspect

Time: ✅ 285.430µs (SLO: <300.000µs -4.9%) vs baseline: +1.7%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ repr_aspect

Time: ✅ 311.606µs (SLO: <420.000µs 📉 -25.8%) vs baseline: +0.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ repr_noaspect

Time: ✅ 46.863µs (SLO: <90.000µs 📉 -47.9%) vs baseline: -0.2%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ rstrip_aspect

Time: ✅ 382.166µs (SLO: <500.000µs 📉 -23.6%) vs baseline: -0.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

---

✅ rstrip_noaspect

Time: ✅ 186.557µs (SLO: <300.000µs 📉 -37.8%) vs baseline: +1.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%

---

✅ slice_aspect

Time: ✅ 185.953µs (SLO: <300.000µs 📉 -38.0%) vs baseline: +0.3%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

---

✅ slice_noaspect

Time: ✅ 54.024µs (SLO: <90.000µs 📉 -40.0%) vs baseline: +0.9%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ stringio_aspect

Time: ✅ 3.950ms (SLO: <5.000ms 📉 -21.0%) vs baseline: +0.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ stringio_noaspect

Time: ✅ 344.413µs (SLO: <500.000µs 📉 -31.1%) vs baseline: +0.3%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%)

---

✅ strip_aspect

Time: ✅ 265.483µs (SLO: <350.000µs 📉 -24.1%) vs baseline: -0.4%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ strip_noaspect

Time: ✅ 189.189µs (SLO: <240.000µs 📉 -21.2%) vs baseline: +6.6%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ swapcase_aspect

Time: ✅ 342.034µs (SLO: <500.000µs 📉 -31.6%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ swapcase_noaspect

Time: ✅ 273.566µs (SLO: <400.000µs 📉 -31.6%) vs baseline: +0.1%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

---

✅ title_aspect

Time: ✅ 326.670µs (SLO: <500.000µs 📉 -34.7%) vs baseline: -1.8%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.7%

---

✅ title_noaspect

Time: ✅ 265.986µs (SLO: <400.000µs 📉 -33.5%) vs baseline: +1.1%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

---

✅ translate_aspect

Time: ✅ 491.806µs (SLO: <700.000µs 📉 -29.7%) vs baseline: -0.4%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

---

✅ translate_noaspect

Time: ✅ 436.068µs (SLO: <500.000µs 📉 -12.8%) vs baseline: +1.1%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

---

✅ upper_aspect

Time: ✅ 300.954µs (SLO: <500.000µs 📉 -39.8%) vs baseline: -0.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

---

✅ upper_noaspect

Time: ✅ 235.108µs (SLO: <400.000µs 📉 -41.2%) vs baseline: +1.1%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 160.976µs (SLO: <250.000µs 📉 -35.6%) vs baseline: +6.7%

Memory: ✅ 42.625MB (SLO: <46.000MB -7.3%) vs baseline: +5.1%

---

✅ rsplit_noaspect

Time: ✅ 155.873µs (SLO: <250.000µs 📉 -37.7%) vs baseline: -0.9%

Memory: ✅ 42.821MB (SLO: <46.000MB -6.9%) vs baseline: +5.6%

---

✅ split_aspect

Time: ✅ 150.075µs (SLO: <250.000µs 📉 -40.0%) vs baseline: +1.4%

Memory: ✅ 42.684MB (SLO: <46.000MB -7.2%) vs baseline: +5.0%

---

✅ split_noaspect

Time: ✅ 153.556µs (SLO: <250.000µs 📉 -38.6%) vs baseline: ~same

Memory: ✅ 42.743MB (SLO: <46.000MB -7.1%) vs baseline: +5.3%

---

✅ splitlines_aspect

Time: ✅ 144.041µs (SLO: <250.000µs 📉 -42.4%) vs baseline: +0.4%

Memory: ✅ 42.605MB (SLO: <46.000MB -7.4%) vs baseline: +4.9%

---

✅ splitlines_noaspect

Time: ✅ 148.635µs (SLO: <250.000µs 📉 -40.5%) vs baseline: -0.1%

Memory: ✅ 42.743MB (SLO: <46.000MB -7.1%) vs baseline: +5.2%

---

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.526µs (SLO: <60.000µs 📉 -19.1%) vs baseline: +0.4%

Memory: ✅ 38.968MB (SLO: <42.000MB -7.2%) vs baseline: +4.8%

---

✅ propagation_enabled

Time: ✅ 135.255µs (SLO: <190.000µs 📉 -28.8%) vs baseline: +0.8%

Memory: ✅ 39.046MB (SLO: <42.000MB -7.0%) vs baseline: +5.0%

---

✅ propagation_enabled_100

Time: ✅ 1.561ms (SLO: <2.300ms 📉 -32.1%) vs baseline: ~same

Memory: ✅ 39.066MB (SLO: <42.000MB -7.0%) vs baseline: +5.0%

---

✅ propagation_enabled_1000

Time: ✅ 28.757ms (SLO: <34.550ms 📉 -16.8%) vs baseline: -0.5%

Memory: ✅ 38.968MB (SLO: <42.000MB -7.2%) vs baseline: +4.8%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.818ms (SLO: <42.000ms -2.8%) vs baseline: +0.2%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.6%

---

✅ add-link

Time: ✅ 36.545ms (SLO: <38.550ms -5.2%) vs baseline: ~same

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 220.847ms (SLO: <232.000ms -4.8%) vs baseline: +1.2%

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +5.1%

---

✅ add-tags

Time: ✅ 211.276ms (SLO: <221.600ms -4.7%) vs baseline: -0.3%

Memory: ✅ 38.122MB (SLO: <40.750MB -6.4%) vs baseline: +4.9%

---

✅ get-context

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

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.7%

---

✅ is-recording

Time: ✅ 29.285ms (SLO: <31.000ms -5.5%) vs baseline: +0.3%

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +4.7%

---

✅ record-exception

Time: ✅ 63.383ms (SLO: <65.850ms -3.7%) vs baseline: +0.4%

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.5%

---

✅ set-status

Time: ✅ 32.042ms (SLO: <34.150ms -6.2%) vs baseline: -0.4%

Memory: ✅ 38.122MB (SLO: <40.750MB -6.4%) vs baseline: +5.0%

---

✅ start

Time: ✅ 29.329ms (SLO: <30.150ms -2.7%) vs baseline: +1.2%

Memory: ✅ 38.044MB (SLO: <40.750MB -6.6%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 34.300ms (SLO: <35.350ms -3.0%) vs baseline: +0.5%

Memory: ✅ 38.122MB (SLO: <40.750MB -6.4%) vs baseline: +4.9%

---

✅ start-finish-telemetry

Time: ✅ 33.869ms (SLO: <35.450ms -4.5%) vs baseline: -0.6%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.6%

---

✅ update-name

Time: ✅ 31.188ms (SLO: <33.400ms -6.6%) vs baseline: +0.1%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.6%

---

✅ otelspan - 22/22

✅ add-event

Time: ✅ 43.314ms (SLO: <47.150ms -8.1%) vs baseline: +0.2%

Memory: ✅ 40.516MB (SLO: <47.000MB 📉 -13.8%) vs baseline: +5.2%

---

✅ add-metrics

Time: ✅ 259.199ms (SLO: <344.800ms 📉 -24.8%) vs baseline: ~same

Memory: ✅ 44.846MB (SLO: <47.500MB -5.6%) vs baseline: +4.8%

---

✅ add-tags

Time: ✅ 318.123ms (SLO: <330.000ms -3.6%) vs baseline: +0.2%

Memory: ✅ 44.814MB (SLO: <47.500MB -5.7%) vs baseline: +4.7%

---

✅ get-context

Time: ✅ 83.403ms (SLO: <92.350ms -9.7%) vs baseline: +0.3%

Memory: ✅ 40.644MB (SLO: <46.500MB 📉 -12.6%) vs baseline: +4.8%

---

✅ is-recording

Time: ✅ 39.597ms (SLO: <44.500ms 📉 -11.0%) vs baseline: +0.4%

Memory: ✅ 40.296MB (SLO: <47.500MB 📉 -15.2%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 61.998ms (SLO: <67.650ms -8.4%) vs baseline: -0.1%

Memory: ✅ 40.910MB (SLO: <47.000MB 📉 -13.0%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 46.102ms (SLO: <50.400ms -8.5%) vs baseline: ~same

Memory: ✅ 40.273MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.9%

---

✅ start

Time: ✅ 40.133ms (SLO: <43.450ms -7.6%) vs baseline: +4.1%

Memory: ✅ 40.287MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 86.785ms (SLO: <90.000ms -3.6%) vs baseline: ~same

Memory: ✅ 37.847MB (SLO: <46.500MB 📉 -18.6%) vs baseline: +5.1%

---

✅ start-finish-telemetry

Time: ✅ 88.414ms (SLO: <91.000ms -2.8%) vs baseline: -0.1%

Memory: ✅ 37.808MB (SLO: <46.500MB 📉 -18.7%) vs baseline: +5.0%

---

✅ update-name

Time: ✅ 40.447ms (SLO: <45.150ms 📉 -10.4%) vs baseline: +0.6%

Memory: ✅ 40.390MB (SLO: <47.000MB 📉 -14.1%) vs baseline: +4.8%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.728ms (SLO: <354.300ms -3.3%) vs baseline: ~same

Memory: ✅ 41.271MB (SLO: <46.000MB 📉 -10.3%) vs baseline: +5.6%

---

✅ cache_on

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

Memory: ✅ 39.880MB (SLO: <46.000MB 📉 -13.3%) vs baseline: +4.4%

---

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.357µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.3%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.7%

---

✅ high_rate_limit

Time: ✅ 2.437µs (SLO: <10.000µs 📉 -75.6%) vs baseline: -0.3%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.8%

---

✅ long_window

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.8%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ low_rate_limit

Time: ✅ 2.369µs (SLO: <10.000µs 📉 -76.3%) vs baseline: ~same

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +5.0%

---

✅ no_rate_limit

Time: ✅ 0.835µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -2.1%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ short_window

Time: ✅ 2.497µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -1.0%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%

---

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 311.077ms (SLO: <320.950ms -3.1%) vs baseline: +0.3%

Memory: ✅ 36.431MB (SLO: <38.750MB -6.0%) vs baseline: +4.9%

---

✅ deep-profiled

Time: ✅ 327.168ms (SLO: <359.150ms -8.9%) vs baseline: ~same

Memory: ✅ 40.462MB (SLO: <46.000MB 📉 -12.0%) vs baseline: +4.9%

---

✅ medium

Time: ✅ 7.138ms (SLO: <7.400ms -3.5%) vs baseline: ~same

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.5%

---

✅ shallow

Time: ✅ 0.987ms (SLO: <1.050ms -6.0%) vs baseline: +1.9%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.6%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 147.846µs (SLO: <290.000µs 📉 -49.0%) vs baseline: +0.8%

Memory: ✅ 35.291MB (SLO: <38.000MB -7.1%) vs baseline: +4.9%

---

✅ high_match

Time: ✅ 191.687µs (SLO: <480.000µs 📉 -60.1%) vs baseline: +0.2%

Memory: ✅ 35.232MB (SLO: <38.000MB -7.3%) vs baseline: +5.0%

---

✅ low_match

Time: ✅ 99.951µs (SLO: <120.000µs 📉 -16.7%) vs baseline: +0.5%

Memory: ✅ 732.291MB (SLO: <780.000MB -6.1%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.886ms (SLO: <8.500ms 📉 -66.0%) vs baseline: +0.6%

Memory: ✅ 79.878MB (SLO: <85.000MB -6.0%) vs baseline: +5.0%

---

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.504µs (SLO: <20.000µs 📉 -47.5%) vs baseline: +0.4%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +4.9%

---

✅ all-enabled

Time: ✅ 41.128µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +1.8%

Memory: ✅ 36.137MB (SLO: <38.750MB -6.7%) vs baseline: +5.4%

---

✅ collectipvariant_exists

Time: ✅ 41.145µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +0.7%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +5.2%

---

✅ no-collectipvariant

Time: ✅ 40.455µs (SLO: <50.000µs 📉 -19.1%) vs baseline: +0.7%

Memory: ✅ 36.019MB (SLO: <38.750MB -7.0%) vs baseline: +4.9%

---

✅ no-useragentvariant

Time: ✅ 39.125µs (SLO: <50.000µs 📉 -21.7%) vs baseline: +0.4%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +5.3%

---

✅ obfuscation-no-query

Time: ✅ 40.723µs (SLO: <50.000µs 📉 -18.6%) vs baseline: ~same

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.879µs (SLO: <90.000µs 📉 -15.7%) vs baseline: ~same

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.7%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.473µs (SLO: <90.000µs 📉 -15.0%) vs baseline: ~same

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +4.8%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.541µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.9%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.932µs (SLO: <160.000µs -6.9%) vs baseline: -0.2%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.3%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.636µs (SLO: <170.000µs -8.4%) vs baseline: +0.4%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.9%

---

✅ useragentvariant_exists_1

Time: ✅ 39.762µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.1%

Memory: ✅ 36.038MB (SLO: <38.750MB -7.0%) vs baseline: +4.9%

---

✅ useragentvariant_exists_2

Time: ✅ 40.954µs (SLO: <50.000µs 📉 -18.1%) vs baseline: ~same

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +4.9%

---

✅ useragentvariant_exists_3

Time: ✅ 40.277µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +0.3%

Memory: ✅ 36.156MB (SLO: <38.750MB -6.7%) vs baseline: +5.0%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.746µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.2%

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +5.0%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.679µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.2%

Memory: ✅ 36.137MB (SLO: <38.750MB -6.7%) vs baseline: +5.1%

---

✅ span - 26/26

✅ add-event

Time: ✅ 20.210ms (SLO: <22.500ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 37.626MB (SLO: <53.000MB 📉 -29.0%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 89.211ms (SLO: <93.500ms -4.6%) vs baseline: -1.1%

Memory: ✅ 42.054MB (SLO: <53.000MB 📉 -20.7%) vs baseline: +5.1%

---

✅ add-tags

Time: ✅ 142.650ms (SLO: <155.000ms -8.0%) vs baseline: -0.4%

Memory: ✅ 41.845MB (SLO: <53.000MB 📉 -21.0%) vs baseline: +4.4%

---

✅ get-context

Time: ✅ 18.102ms (SLO: <20.500ms 📉 -11.7%) vs baseline: -0.8%

Memory: ✅ 37.572MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 18.494ms (SLO: <20.500ms -9.8%) vs baseline: +0.9%

Memory: ✅ 37.532MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.5%

---

✅ record-exception

Time: ✅ 39.838ms (SLO: <41.000ms -2.8%) vs baseline: +0.6%

Memory: ✅ 37.957MB (SLO: <53.000MB 📉 -28.4%) vs baseline: +4.3%

---

✅ set-status

Time: ✅ 19.950ms (SLO: <22.000ms -9.3%) vs baseline: -0.4%

Memory: ✅ 37.532MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.6%

---

✅ start

Time: ✅ 18.790ms (SLO: <20.500ms -8.3%) vs baseline: +3.8%

Memory: ✅ 37.591MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.0%

---

✅ start-finish

Time: ✅ 54.117ms (SLO: <56.000ms -3.4%) vs baseline: -0.1%

Memory: ✅ 35.193MB (SLO: <38.000MB -7.4%) vs baseline: +4.6%

---

✅ start-finish-telemetry

Time: ✅ 55.728ms (SLO: <58.000ms -3.9%) vs baseline: +0.8%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +5.7%

---

✅ start-finish-traceid128

Time: ✅ 57.717ms (SLO: <60.000ms -3.8%) vs baseline: ~same

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +5.6%

---

✅ start-traceid128

Time: ✅ 18.645ms (SLO: <22.500ms 📉 -17.1%) vs baseline: +1.0%

Memory: ✅ 37.650MB (SLO: <53.000MB 📉 -29.0%) vs baseline: +5.1%

---

✅ update-name

Time: ✅ 18.607ms (SLO: <22.000ms 📉 -15.4%) vs baseline: +0.1%

Memory: ✅ 37.591MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.0%

ℹ️ Scenarios Missing SLO Configuration (26 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

• coreapiscenario-core_dispatch_listeners
• coreapiscenario-core_dispatch_no_listeners
• coreapiscenario-core_dispatch_with_results_listeners
• coreapiscenario-core_dispatch_with_results_no_listeners
• djangosimple-baseline
• errortrackingdjangosimple-baseline
• errortrackingflasksqli-baseline
• flasksimple-baseline
• flasksqli-baseline
• sethttpmeta-obfuscation-disabled
• startup-baseline
• startup-baseline_django
• startup-baseline_flask
• startup-ddtrace_run
• startup-ddtrace_run_appsec
• startup-ddtrace_run_profiling
• startup-ddtrace_run_runtime_metrics
• startup-ddtrace_run_send_span
• startup-ddtrace_run_telemetry_disabled
• startup-ddtrace_run_telemetry_enabled
• startup-import_ddtrace
• startup-import_ddtrace_auto
• startup-import_ddtrace_auto_django
• startup-import_ddtrace_auto_flask
• startup-import_ddtrace_django
• startup-import_ddtrace_flask