chore: runtime coverage initial commit

[gnufede]

Description

Testing

Risks

Additional Notes

[github-actions]

CODEOWNERS have been resolved as:

ddtrace/internal/ci_visibility/runtime_coverage.py                      @DataDog/ci-app-libraries
ddtrace/internal/ci_visibility/runtime_coverage_writer.py               @DataDog/ci-app-libraries
tests/ci_visibility/app_with_runtime_coverage.py                        @DataDog/ci-app-libraries
tests/ci_visibility/test_runtime_coverage.py                            @DataDog/ci-app-libraries
tests/ci_visibility/test_runtime_coverage_e2e.py                        @DataDog/ci-app-libraries
tests/ci_visibility/test_runtime_coverage_integration.py                @DataDog/ci-app-libraries
tests/ci_visibility/test_runtime_coverage_writer.py                     @DataDog/ci-app-libraries
ddtrace/_trace/product.py                                               @DataDog/apm-sdk-capabilities-python
ddtrace/_trace/trace_handlers.py                                        @DataDog/apm-sdk-capabilities-python @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/internal/ci_visibility/writer.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: 236 ± 1 ms.

The average import time from base is: 237 ± 1 ms.

The import time difference between this PR and base is: -1.76 ± 0.06 ms.

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.037 ms (0.02%)

ddtrace.bootstrap.sitecustomize 0.037 ms (0.02%)

ddtrace.bootstrap.preload 0.037 ms (0.02%)

ddtrace.internal.symbol_db.remoteconfig 0.037 ms (0.02%)

ddtrace.internal.symbol_db.symbols 0.037 ms (0.02%)

The following import paths have shrunk:

ddtrace.auto 1.954 ms (0.83%)

ddtrace.bootstrap.sitecustomize 1.251 ms (0.53%)

ddtrace.bootstrap.preload 1.251 ms (0.53%)

ddtrace.internal.remoteconfig.client 0.611 ms (0.26%)

ddtrace 0.703 ms (0.30%)

ddtrace.internal._unpatched 0.055 ms (0.02%)

json 0.027 ms (0.01%)

json.decoder 0.027 ms (0.01%)

re 0.027 ms (0.01%)

enum 0.027 ms (0.01%)

types 0.027 ms (0.01%)

subprocess 0.027 ms (0.01%)

contextlib 0.027 ms (0.01%)

[pr-commenter]

Performance SLOs

Comparing candidate gnufede/wsgi-runtime-coverage (8b7f7a2) with baseline main (a139e88)

❌ Test Failures (1 suite)

❌ errortrackingflasksqli - 3/6

❌ errortracking-enabled-all

Time: ✅ 2.096ms (SLO: <2.300ms -8.9%) vs baseline: +1.6%

Memory: ❌ 54.559MB (SLO: <53.500MB +2.0%) vs baseline: +9.0%

---

❌ errortracking-enabled-user

Time: ✅ 2.072ms (SLO: <2.250ms -7.9%) vs baseline: +0.3%

Memory: ❌ 54.460MB (SLO: <53.500MB +1.8%) vs baseline: +8.9%

---

❌ tracer-enabled

Time: ✅ 2.079ms (SLO: <2.300ms -9.6%) vs baseline: +0.4%

Memory: ❌ 54.401MB (SLO: <53.500MB +1.7%) vs baseline: +8.8%

📈 Performance Regressions (1 suite)

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.961µs (SLO: <20.000µs 📉 -85.2%) vs baseline: -1.2%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.9%

---

✅ 1-count-metrics-100-times

Time: ✅ 207.612µs (SLO: <220.000µs -5.6%) vs baseline: +1.2%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.8%

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.681µs (SLO: <20.000µs 📉 -81.6%) vs baseline: 📈 +11.2%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.9%

---

✅ 1-distribution-metrics-100-times

Time: ✅ 213.838µs (SLO: <220.000µs -2.8%) vs baseline: -0.5%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +4.9%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.179µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -0.9%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.5%

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.996µs (SLO: <150.000µs -8.7%) vs baseline: -0.4%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.8%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.123µs (SLO: <20.000µs 📉 -84.4%) vs baseline: -0.4%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.6%

---

✅ 1-rate-metrics-100-times

Time: ✅ 217.320µs (SLO: <250.000µs 📉 -13.1%) vs baseline: +1.1%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.9%

---

✅ 100-count-metrics-100-times

Time: ✅ 20.601ms (SLO: <22.000ms -6.4%) vs baseline: -0.9%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +4.9%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.261ms (SLO: <2.300ms 🟡 -1.7%) vs baseline: +0.9%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.9%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.418ms (SLO: <1.550ms -8.5%) vs baseline: +0.6%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.9%

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.223ms (SLO: <2.550ms 📉 -12.8%) vs baseline: +0.3%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.9%

---

✅ flush-1-metric

Time: ✅ 4.918µs (SLO: <20.000µs 📉 -75.4%) vs baseline: +9.1%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.9%

---

✅ flush-100-metrics

Time: ✅ 177.764µs (SLO: <250.000µs 📉 -28.9%) vs baseline: +0.6%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.7%

---

✅ flush-1000-metrics

Time: ✅ 2.136ms (SLO: <2.500ms 📉 -14.5%) vs baseline: ~same

Memory: ✅ 32.657MB (SLO: <34.500MB -5.3%) vs baseline: +4.7%

🟡 Near SLO Breach (2 suites)

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.081ms (SLO: <19.850ms -8.9%) vs baseline: +0.4%

Memory: ✅ 66.159MB (SLO: <66.500MB 🟡 -0.5%) vs baseline: +5.2%

---

✅ errortracking-enabled-user

Time: ✅ 18.058ms (SLO: <19.400ms -6.9%) vs baseline: +0.2%

Memory: ✅ 66.119MB (SLO: <66.500MB 🟡 -0.6%) vs baseline: +5.0%

---

✅ tracer-enabled

Time: ✅ 18.084ms (SLO: <19.450ms -7.0%) vs baseline: ~same

Memory: ✅ 65.962MB (SLO: <66.500MB 🟡 -0.8%) vs baseline: +5.0%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.038ms (SLO: <320.950ms -3.7%) vs baseline: -0.2%

Memory: ✅ 32.696MB (SLO: <34.500MB -5.2%) vs baseline: +4.8%

---

✅ deep-profiled

Time: ✅ 328.885ms (SLO: <359.150ms -8.4%) vs baseline: +0.5%

Memory: ✅ 38.340MB (SLO: <39.000MB 🟡 -1.7%) vs baseline: +6.0%

---

✅ medium

Time: ✅ 7.015ms (SLO: <7.400ms -5.2%) vs baseline: +0.1%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.9%

---

✅ shallow

Time: ✅ 0.944ms (SLO: <1.050ms 📉 -10.1%) vs baseline: +0.3%

Memory: ✅ 31.890MB (SLO: <34.000MB -6.2%) vs baseline: +4.6%

⚠️ Unstable Tests (1 suite)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.255µs (SLO: <20.000µs 📉 -33.7%) vs baseline: -0.1%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +4.9%

---

✅ context_with_data_no_listeners

Time: ✅ 3.267µs (SLO: <10.000µs 📉 -67.3%) vs baseline: ~same

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.1%

---

✅ get_item_exists

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.1%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.1%

---

✅ get_item_missing

Time: ✅ 0.641µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.2%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +5.0%

---

✅ set_item

Time: ✅ 23.969µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -1.7%

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +5.0%

✅ All Tests Passing (14 suites)

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.647µs (SLO: <100.000µs 📉 -18.4%) vs baseline: ~same

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

---

✅ b3_headers

Time: ✅ 14.088µs (SLO: <20.000µs 📉 -29.6%) vs baseline: +0.3%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +5.0%

---

✅ b3_single_headers

Time: ✅ 13.357µs (SLO: <20.000µs 📉 -33.2%) vs baseline: +0.5%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.8%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.951µs (SLO: <80.000µs 📉 -20.1%) vs baseline: -0.3%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.433µs (SLO: <80.000µs 📉 -17.0%) vs baseline: +0.1%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.6%

---

✅ empty_headers

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.2%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +4.7%

---

✅ full_t_id_datadog_headers

Time: ✅ 24.095µs (SLO: <30.000µs 📉 -19.7%) vs baseline: +5.6%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

---

✅ invalid_priority_header

Time: ✅ 6.564µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +1.5%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.8%

---

✅ invalid_span_id_header

Time: ✅ 6.574µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

---

✅ invalid_tags_header

Time: ✅ 6.569µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

---

✅ invalid_trace_id_header

Time: ✅ 6.537µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.8%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

---

✅ large_header_no_matches

Time: ✅ 27.648µs (SLO: <30.000µs -7.8%) vs baseline: +0.2%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.8%

---

✅ large_valid_headers_all

Time: ✅ 28.821µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.6%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

---

✅ medium_header_no_matches

Time: ✅ 9.874µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.4%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.8%

---

✅ medium_valid_headers_all

Time: ✅ 11.275µs (SLO: <20.000µs 📉 -43.6%) vs baseline: +0.7%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +5.1%

---

✅ none_propagation_style

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: ~same

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ tracecontext_headers

Time: ✅ 34.494µs (SLO: <40.000µs 📉 -13.8%) vs baseline: ~same

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ valid_headers_all

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.4%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +4.9%

---

✅ valid_headers_basic

Time: ✅ 6.179µs (SLO: <10.000µs 📉 -38.2%) vs baseline: +1.7%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +5.0%

---

✅ wsgi_empty_headers

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.8%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.613µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.6%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.9%

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +5.2%

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.583µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.2%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.605µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +1.1%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.652µs (SLO: <40.000µs 📉 -28.4%) vs baseline: ~same

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.989µs (SLO: <40.000µs 📉 -25.0%) vs baseline: +0.7%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.187µs (SLO: <20.000µs 📉 -49.1%) vs baseline: +0.7%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +5.0%

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.591µs (SLO: <20.000µs 📉 -42.0%) vs baseline: +1.2%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.6%

---

✅ wsgi_valid_headers_all

Time: ✅ 6.601µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.1%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.180µs (SLO: <10.000µs 📉 -38.2%) vs baseline: +0.1%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.7%

---

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.215µs (SLO: <30.000µs 📉 -29.3%) vs baseline: +1.8%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +5.1%

---

✅ with_all

Time: ✅ 28.413µs (SLO: <40.000µs 📉 -29.0%) vs baseline: +0.5%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ with_dd_origin

Time: ✅ 24.944µs (SLO: <30.000µs 📉 -16.9%) vs baseline: +0.5%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +5.2%

---

✅ with_priority_and_origin

Time: ✅ 24.271µs (SLO: <40.000µs 📉 -39.3%) vs baseline: +0.3%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

---

✅ with_sampling_priority

Time: ✅ 21.054µs (SLO: <30.000µs 📉 -29.8%) vs baseline: +0.4%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.9%

---

✅ with_tags

Time: ✅ 26.697µs (SLO: <40.000µs 📉 -33.3%) vs baseline: +0.4%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.9%

---

✅ with_tags_invalid

Time: ✅ 28.156µs (SLO: <40.000µs 📉 -29.6%) vs baseline: +0.5%

Memory: ✅ 31.909MB (SLO: <33.500MB -4.7%) vs baseline: +4.5%

---

✅ with_tags_max_size

Time: ✅ 27.154µs (SLO: <40.000µs 📉 -32.1%) vs baseline: +0.5%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +5.1%

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.859µs (SLO: <40.000µs 📉 -20.4%) vs baseline: -0.4%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

---

✅ re_expand_noaspect

Time: ✅ 28.669µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.6%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

---

✅ re_findall_aspect

Time: ✅ 2.905µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

---

✅ re_findall_noaspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

---

✅ re_finditer_aspect

Time: ✅ 4.384µs (SLO: <10.000µs 📉 -56.2%) vs baseline: -0.8%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

---

✅ re_finditer_noaspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.3%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ re_fullmatch_aspect

Time: ✅ 2.637µs (SLO: <10.000µs 📉 -73.6%) vs baseline: -1.6%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ re_fullmatch_noaspect

Time: ✅ 1.322µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.9%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ re_group_aspect

Time: ✅ 2.920µs (SLO: <10.000µs 📉 -70.8%) vs baseline: -1.3%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ re_group_noaspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.9%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.4%

---

✅ re_groups_aspect

Time: ✅ 3.074µs (SLO: <10.000µs 📉 -69.3%) vs baseline: -0.6%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

---

✅ re_groups_noaspect

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

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ re_match_aspect

Time: ✅ 2.684µs (SLO: <10.000µs 📉 -73.2%) vs baseline: +0.1%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ re_match_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ re_search_aspect

Time: ✅ 2.540µs (SLO: <10.000µs 📉 -74.6%) vs baseline: +1.1%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ re_search_noaspect

Time: ✅ 1.196µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.5%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ re_sub_aspect

Time: ✅ 3.414µs (SLO: <10.000µs 📉 -65.9%) vs baseline: +0.2%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ re_sub_noaspect

Time: ✅ 1.521µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.7%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ re_subn_aspect

Time: ✅ 3.662µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.3%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.2%

---

✅ re_subn_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: ~same

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ add_inplace_aspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.1%

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.5%

---

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -1.0%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.4%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ bytearray_aspect

Time: ✅ 1.315µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +0.9%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

---

✅ bytearray_extend_aspect

Time: ✅ 1.479µs (SLO: <10.000µs 📉 -85.2%) vs baseline: -0.8%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ bytearray_noaspect

Time: ✅ 0.481µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ bytes_aspect

Time: ✅ 1.267µs (SLO: <10.000µs 📉 -87.3%) vs baseline: -1.1%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ bytesio_aspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.4%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

---

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ capitalize_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ capitalize_noaspect

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

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.2%

---

✅ casefold_aspect

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

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ casefold_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ decode_aspect

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

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

---

✅ decode_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.6%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ encode_aspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.4%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

---

✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.2%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ format_aspect

Time: ✅ 3.386µs (SLO: <10.000µs 📉 -66.1%) vs baseline: +0.7%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ format_map_aspect

Time: ✅ 3.604µs (SLO: <10.000µs 📉 -64.0%) vs baseline: +0.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ format_map_noaspect

Time: ✅ 0.779µs (SLO: <10.000µs 📉 -92.2%) vs baseline: ~same

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ format_noaspect

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ index_aspect

Time: ✅ 0.359µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ index_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ join_aspect

Time: ✅ 1.346µs (SLO: <10.000µs 📉 -86.5%) vs baseline: ~same

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

---

✅ join_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ ljust_aspect

Time: ✅ 2.645µs (SLO: <20.000µs 📉 -86.8%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.2%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ lower_aspect

Time: ✅ 2.354µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +6.9%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ lower_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.4%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.8%

---

✅ lstrip_aspect

Time: ✅ 2.265µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.6%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ lstrip_noaspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.2%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.6%

---

✅ modulo_aspect

Time: ✅ 0.999µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +0.3%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.537µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.977µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.4%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.207µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +1.3%

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

---

✅ modulo_noaspect

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ replace_aspect

Time: ✅ 4.828µs (SLO: <10.000µs 📉 -51.7%) vs baseline: -0.5%

Memory: ✅ 37.120MB (SLO: <39.000MB -4.8%) vs baseline: +4.7%

---

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.4%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

---

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.3%

Memory: ✅ 37.100MB (SLO: <39.000MB -4.9%) vs baseline: +4.6%

---

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.7%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ rstrip_aspect

Time: ✅ 1.969µs (SLO: <20.000µs 📉 -90.2%) vs baseline: +2.3%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

---

✅ rstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.9%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ slice_aspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

---

✅ slice_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ stringio_aspect

Time: ✅ 1.533µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.2%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ stringio_noaspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.5%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

---

✅ strip_aspect

Time: ✅ 2.218µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.8%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

---

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.8%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.4%

---

✅ swapcase_aspect

Time: ✅ 2.424µs (SLO: <10.000µs 📉 -75.8%) vs baseline: -0.3%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.5%

---

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.1%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ title_aspect

Time: ✅ 2.339µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.2%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ title_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.2%

---

✅ translate_aspect

Time: ✅ 3.260µs (SLO: <10.000µs 📉 -67.4%) vs baseline: -0.1%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ translate_noaspect

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

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

---

✅ upper_aspect

Time: ✅ 2.201µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.4%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ upper_noaspect

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

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.183µs (SLO: <10.000µs 📉 -58.2%) vs baseline: -1.6%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.1%

---

✅ ospathbasename_noaspect

Time: ✅ 1.076µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.9%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.9%

---

✅ ospathjoin_aspect

Time: ✅ 6.112µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.2%

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.6%

---

✅ ospathjoin_noaspect

Time: ✅ 2.285µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -0.1%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ ospathnormcase_aspect

Time: ✅ 3.442µs (SLO: <10.000µs 📉 -65.6%) vs baseline: -0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ ospathnormcase_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.1%

---

✅ ospathsplit_aspect

Time: ✅ 4.779µs (SLO: <10.000µs 📉 -52.2%) vs baseline: +0.9%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ ospathsplit_noaspect

Time: ✅ 1.597µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.2%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.5%

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.628µs (SLO: <10.000µs 📉 -63.7%) vs baseline: -0.5%

Memory: ✅ 37.139MB (SLO: <39.000MB -4.8%) vs baseline: +4.9%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.698µs (SLO: <10.000µs 📉 -93.0%) vs baseline: ~same

Memory: ✅ 37.159MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ ospathsplitext_aspect

Time: ✅ 4.465µs (SLO: <10.000µs 📉 -55.3%) vs baseline: -1.0%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

---

✅ ospathsplitext_noaspect

Time: ✅ 1.364µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.7%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.421µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.7%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.1%

---

✅ rsplit_noaspect

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.7%

---

✅ split_aspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.4%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

---

✅ split_noaspect

Time: ✅ 0.564µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -1.8%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.2%

---

✅ splitlines_aspect

Time: ✅ 1.426µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.7%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

---

✅ splitlines_noaspect

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.6%

---

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.202µs (SLO: <60.000µs 📉 -19.7%) vs baseline: -0.9%

Memory: ✅ 36.785MB (SLO: <39.000MB -5.7%) vs baseline: +4.9%

---

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.325ms (SLO: <47.150ms 📉 -14.5%) vs baseline: +0.4%

Memory: ✅ 43.632MB (SLO: <47.000MB -7.2%) vs baseline: +5.3%

---

✅ add-metrics

Time: ✅ 317.676ms (SLO: <344.800ms -7.9%) vs baseline: ~same

Memory: ✅ 650.789MB (SLO: <675.000MB -3.6%) vs baseline: +4.6%

---

✅ add-tags

Time: ✅ 290.485ms (SLO: <314.000ms -7.5%) vs baseline: +0.9%

Memory: ✅ 652.050MB (SLO: <675.000MB -3.4%) vs baseline: +4.8%

---

✅ get-context

Time: ✅ 80.529ms (SLO: <92.350ms 📉 -12.8%) vs baseline: ~same

Memory: ✅ 39.402MB (SLO: <46.500MB 📉 -15.3%) vs baseline: +4.8%

---

✅ is-recording

Time: ✅ 38.170ms (SLO: <44.500ms 📉 -14.2%) vs baseline: ~same

Memory: ✅ 42.942MB (SLO: <47.500MB -9.6%) vs baseline: +4.8%

---

✅ record-exception

Time: ✅ 58.296ms (SLO: <67.650ms 📉 -13.8%) vs baseline: +0.1%

Memory: ✅ 39.646MB (SLO: <47.000MB 📉 -15.6%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 44.082ms (SLO: <50.400ms 📉 -12.5%) vs baseline: ~same

Memory: ✅ 42.862MB (SLO: <47.000MB -8.8%) vs baseline: +4.7%

---

✅ start

Time: ✅ 37.412ms (SLO: <43.450ms 📉 -13.9%) vs baseline: +0.1%

Memory: ✅ 42.914MB (SLO: <47.000MB -8.7%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 81.941ms (SLO: <88.000ms -6.9%) vs baseline: ~same

Memory: ✅ 34.347MB (SLO: <46.500MB 📉 -26.1%) vs baseline: +4.6%

---

✅ start-finish-telemetry

Time: ✅ 83.537ms (SLO: <89.000ms -6.1%) vs baseline: +0.3%

Memory: ✅ 34.367MB (SLO: <46.500MB 📉 -26.1%) vs baseline: +4.6%

---

✅ update-name

Time: ✅ 39.062ms (SLO: <45.150ms 📉 -13.5%) vs baseline: ~same

Memory: ✅ 43.238MB (SLO: <47.000MB -8.0%) vs baseline: +4.8%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 339.947ms (SLO: <354.300ms -4.1%) vs baseline: -0.8%

Memory: ✅ 37.398MB (SLO: <40.000MB -6.5%) vs baseline: +5.3%

---

✅ cache_on

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.3%

Memory: ✅ 36.547MB (SLO: <39.000MB -6.3%) vs baseline: +4.2%

---

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.105µs (SLO: <170.000µs -8.8%) vs baseline: +0.6%

Memory: ✅ 36.365MB (SLO: <38.500MB -5.5%) vs baseline: +4.4%

---

✅ import_many_cached

Time: ✅ 120.646µs (SLO: <130.000µs -7.2%) vs baseline: ~same

Memory: ✅ 36.760MB (SLO: <38.500MB -4.5%) vs baseline: +3.9%

---

✅ import_many_stdlib

Time: ✅ 1.610ms (SLO: <1.750ms -8.0%) vs baseline: +0.4%

Memory: ✅ 36.309MB (SLO: <38.500MB -5.7%) vs baseline: +2.7%

---

✅ import_many_stdlib_cached

Time: ✅ 0.974ms (SLO: <1.100ms 📉 -11.5%) vs baseline: -0.5%

Memory: ✅ 36.576MB (SLO: <38.500MB -5.0%) vs baseline: +3.4%

---

✅ import_many_unknown

Time: ✅ 831.599µs (SLO: <890.000µs -6.6%) vs baseline: +0.4%

Memory: ✅ 36.811MB (SLO: <38.500MB -4.4%) vs baseline: +3.7%

---

✅ import_many_unknown_cached

Time: ✅ 798.354µs (SLO: <870.000µs -8.2%) vs baseline: +0.6%

Memory: ✅ 36.535MB (SLO: <38.500MB -5.1%) vs baseline: +2.8%

---

✅ import_one

Time: ✅ 19.923µs (SLO: <30.000µs 📉 -33.6%) vs baseline: +1.2%

Memory: ✅ 36.224MB (SLO: <39.000MB -7.1%) vs baseline: +3.3%

---

✅ import_one_cache

Time: ✅ 6.351µs (SLO: <10.000µs 📉 -36.5%) vs baseline: +1.6%

Memory: ✅ 36.352MB (SLO: <38.500MB -5.6%) vs baseline: +3.6%

---

✅ import_one_stdlib

Time: ✅ 18.738µs (SLO: <20.000µs -6.3%) vs baseline: +0.5%

Memory: ✅ 36.268MB (SLO: <38.500MB -5.8%) vs baseline: +3.3%

---

✅ import_one_stdlib_cache

Time: ✅ 6.258µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.3%

Memory: ✅ 36.688MB (SLO: <38.500MB -4.7%) vs baseline: +4.2%

---

✅ import_one_unknown

Time: ✅ 45.681µs (SLO: <50.000µs -8.6%) vs baseline: +0.7%

Memory: ✅ 36.585MB (SLO: <38.500MB -5.0%) vs baseline: +3.4%

---

✅ import_one_unknown_cache

Time: ✅ 6.317µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.5%

Memory: ✅ 36.626MB (SLO: <38.500MB -4.9%) vs baseline: +3.9%

---

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.378µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +0.4%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

---

✅ high_rate_limit

Time: ✅ 2.404µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.8%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.0%

---

✅ long_window

Time: ✅ 2.366µs (SLO: <10.000µs 📉 -76.3%) vs baseline: -0.3%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

---

✅ low_rate_limit

Time: ✅ 2.349µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.5%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.7%

---

✅ no_rate_limit

Time: ✅ 0.834µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.8%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.0%

---

✅ short_window

Time: ✅ 2.514µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.1%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +4.9%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.582µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -0.6%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.5%

---

✅ high_match

Time: ✅ 174.816µs (SLO: <480.000µs 📉 -63.6%) vs baseline: -1.1%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +3.6%

---

✅ low_match

Time: ✅ 100.300µs (SLO: <120.000µs 📉 -16.4%) vs baseline: +1.4%

Memory: ✅ 600.475MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.8%

---

✅ very_low_match

Time: ✅ 2.679ms (SLO: <8.500ms 📉 -68.5%) vs baseline: -0.3%

Memory: ✅ 67.966MB (SLO: <75.000MB -9.4%) vs baseline: +4.9%

---

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.506µs (SLO: <20.000µs 📉 -47.5%) vs baseline: -0.1%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.9%

---

✅ all-enabled

Time: ✅ 40.226µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +0.4%

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%) vs baseline: +4.7%

---

✅ collectipvariant_exists

Time: ✅ 41.033µs (SLO: <50.000µs 📉 -17.9%) vs baseline: +0.3%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +5.1%

---

✅ no-collectipvariant

Time: ✅ 39.935µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.1%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +5.0%

---

✅ no-useragentvariant

Time: ✅ 38.819µs (SLO: <50.000µs 📉 -22.4%) vs baseline: +0.7%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +4.9%

---

✅ obfuscation-no-query

Time: ✅ 40.541µs (SLO: <50.000µs 📉 -18.9%) vs baseline: ~same

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%) vs baseline: +4.6%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.936µs (SLO: <90.000µs 📉 -15.6%) vs baseline: +0.3%

Memory: ✅ 32.755MB (SLO: <34.000MB -3.7%) vs baseline: +5.0%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.828µs (SLO: <90.000µs 📉 -14.6%) vs baseline: +0.3%

Memory: ✅ 32.716MB (SLO: <34.000MB -3.8%) vs baseline: +4.7%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.382µs (SLO: <170.000µs -9.2%) vs baseline: ~same

Memory: ✅ 32.716MB (SLO: <34.500MB -5.2%) vs baseline: +4.7%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.848µs (SLO: <160.000µs -7.0%) vs baseline: ~same

Memory: ✅ 32.775MB (SLO: <34.500MB -5.0%) vs baseline: +4.9%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 156.001µs (SLO: <170.000µs -8.2%) vs baseline: +0.8%

Memory: ✅ 32.735MB (SLO: <34.500MB -5.1%) vs baseline: +5.0%

---

✅ useragentvariant_exists_1

Time: ✅ 39.417µs (SLO: <50.000µs 📉 -21.2%) vs baseline: -1.0%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.9%

---

✅ useragentvariant_exists_2

Time: ✅ 40.336µs (SLO: <50.000µs 📉 -19.3%) vs baseline: -0.7%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +5.1%

---

✅ useragentvariant_exists_3

Time: ✅ 39.937µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.5%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.9%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.531µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.4%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.8%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.356µs (SLO: <50.000µs 📉 -21.3%) vs baseline: -0.5%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.9%

---

✅ span - 26/26

✅ add-event

Time: ✅ 19.940ms (SLO: <22.500ms 📉 -11.4%) vs baseline: +0.2%

Memory: ✅ 48.530MB (SLO: <53.000MB -8.4%) vs baseline: +5.0%

---

✅ add-metrics

Time: ✅ 90.522ms (SLO: <93.500ms -3.2%) vs baseline: +0.6%

Memory: ✅ 736.227MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +5.0%

---

✅ add-tags

Time: ✅ 147.419ms (SLO: <155.000ms -4.9%) vs baseline: -0.4%

Memory: ✅ 735.871MB (SLO: <962.500MB 📉 -23.5%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 18.322ms (SLO: <20.500ms 📉 -10.6%) vs baseline: +0.2%

Memory: ✅ 47.231MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 18.533ms (SLO: <20.500ms -9.6%) vs baseline: -0.4%

Memory: ✅ 47.228MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

---

✅ record-exception

Time: ✅ 37.742ms (SLO: <40.000ms -5.6%) vs baseline: +1.0%

Memory: ✅ 41.738MB (SLO: <53.000MB 📉 -21.2%) vs baseline: +5.2%

---

✅ set-status

Time: ✅ 20.231ms (SLO: <22.000ms -8.0%) vs baseline: +0.3%

Memory: ✅ 47.249MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.8%

---

✅ start

Time: ✅ 18.095ms (SLO: <20.500ms 📉 -11.7%) vs baseline: -0.2%

Memory: ✅ 47.213MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 50.704ms (SLO: <52.500ms -3.4%) vs baseline: -0.2%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +4.8%

---

✅ start-finish-telemetry

Time: ✅ 52.004ms (SLO: <54.500ms -4.6%) vs baseline: -0.5%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) vs baseline: +4.8%

---

✅ start-finish-traceid128

Time: ✅ 53.818ms (SLO: <57.000ms -5.6%) vs baseline: +0.1%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +5.0%

---

✅ start-traceid128

Time: ✅ 18.689ms (SLO: <22.500ms 📉 -16.9%) vs baseline: ~same

Memory: ✅ 47.236MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

---

✅ update-name

Time: ✅ 18.742ms (SLO: <22.000ms 📉 -14.8%) vs baseline: ~same

Memory: ✅ 47.855MB (SLO: <53.000MB -9.7%) vs baseline: +4.8%

ℹ️ Scenarios Missing SLO Configuration (6 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
• errortrackingdjangosimple-baseline
• errortrackingflasksqli-baseline