chore(dsm): add process tags to dsm #15356

dubloom · 2025-11-20T14:05:02Z

This PR implements this RFC for DSM.

Add process_tags to DSM payload tags

Testing

Check that process tags are not included if deactivated
Check the process tags are set in the payload tags when activated

…ags-remote-config

github-actions · 2025-11-20T14:05:34Z

CODEOWNERS have been resolved as:

ddtrace/internal/datastreams/processor.py                               @DataDog/data-streams-monitoring
tests/datastreams/test_processor.py                                     @DataDog/data-streams-monitoring

github-actions · 2025-11-20T14:34:10Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 256 ± 8 ms.

The average import time from base is: 268 ± 7 ms.

The import time difference between this PR and base is: -11.9 ± 0.3 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 7.476 ms (2.92%)

ddtrace.bootstrap.sitecustomize 4.489 ms (1.75%)

ddtrace.bootstrap.preload 4.489 ms (1.75%)

ddtrace.internal.settings.dynamic_instrumentation 0.745 ms (0.29%)

ddtrace.internal.remoteconfig.client 0.742 ms (0.29%)

ddtrace.internal.remoteconfig.worker 0.719 ms (0.28%)

ddtrace 2.987 ms (1.17%)

ddtrace.trace 0.846 ms (0.33%)

ddtrace._logger 0.721 ms (0.28%)

ddtrace.internal.telemetry 0.721 ms (0.28%)

ddtrace.internal.telemetry.writer 0.721 ms (0.28%)

ddtrace.internal.utils.version 0.721 ms (0.28%)

ddtrace.internal._unpatched 0.035 ms (0.01%)

json 0.035 ms (0.01%)

json.decoder 0.035 ms (0.01%)

re 0.035 ms (0.01%)

enum 0.035 ms (0.01%)

types 0.035 ms (0.01%)

pr-commenter · 2025-11-20T15:04:38Z

Performance SLOs

Comparing candidate dubloom/process-tags-dsm (c012b48) with baseline main (33c52d1)

📈 Performance Regressions (1 suite)

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.094µs (SLO: <20.000µs 📉 -84.5%) vs baseline: +7.1%

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

✅ 1-count-metrics-100-times

Time: ✅ 200.560µs (SLO: <220.000µs -8.8%) vs baseline: ~same

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.262µs (SLO: <20.000µs 📉 -83.7%) vs baseline: +0.3%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 214.400µs (SLO: <230.000µs -6.8%) vs baseline: +0.1%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.538µs (SLO: <20.000µs 📉 -87.3%) vs baseline: 📈 +17.0%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 136.804µs (SLO: <150.000µs -8.8%) vs baseline: +0.2%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.057µs (SLO: <20.000µs 📉 -84.7%) vs baseline: +0.1%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.1%

✅ 1-rate-metrics-100-times

Time: ✅ 214.382µs (SLO: <250.000µs 📉 -14.2%) vs baseline: -0.3%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.1%

✅ 100-count-metrics-100-times

Time: ✅ 20.446ms (SLO: <22.000ms -7.1%) vs baseline: +0.3%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.287ms (SLO: <2.300ms 🟡 -0.6%) vs baseline: +1.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.4%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.414ms (SLO: <1.550ms -8.8%) vs baseline: +0.9%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.199ms (SLO: <2.550ms 📉 -13.8%) vs baseline: -0.9%

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

✅ flush-1-metric

Time: ✅ 4.708µs (SLO: <20.000µs 📉 -76.5%) vs baseline: +6.5%

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

✅ flush-100-metrics

Time: ✅ 172.757µs (SLO: <250.000µs 📉 -30.9%) vs baseline: -0.6%

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

✅ flush-1000-metrics

Time: ✅ 2.129ms (SLO: <2.500ms 📉 -14.8%) vs baseline: +0.6%

Memory: ✅ 35.330MB (SLO: <36.500MB -3.2%) vs baseline: +4.6%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.305µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.1%

✅ context_with_data_no_listeners

Time: ✅ 3.293µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +0.7%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.3%

✅ get_item_exists

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.3%

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

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.6%

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

✅ set_item

Time: ✅ 24.385µs (SLO: <30.000µs 📉 -18.7%) vs baseline: +0.6%

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

✅ All Tests Passing (21 suites)

✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.248ms (SLO: <22.300ms 📉 -13.7%) vs baseline: ~same

Memory: ✅ 68.105MB (SLO: <70.500MB -3.4%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.335ms (SLO: <1.450ms -7.9%) vs baseline: -0.6%

Memory: ✅ 66.060MB (SLO: <67.500MB -2.1%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.269ms (SLO: <22.250ms 📉 -13.4%) vs baseline: ~same

Memory: ✅ 67.948MB (SLO: <70.000MB -2.9%) vs baseline: +4.4%

✅ profiler

Time: ✅ 15.579ms (SLO: <16.550ms -5.9%) vs baseline: -0.2%

Memory: ✅ 55.808MB (SLO: <57.500MB -2.9%) vs baseline: +4.4%

✅ resource-renaming

Time: ✅ 19.419ms (SLO: <21.750ms 📉 -10.7%) vs baseline: +0.2%

Memory: ✅ 68.125MB (SLO: <70.500MB -3.4%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 22.852ms (SLO: <28.200ms 📉 -19.0%) vs baseline: ~same

Memory: ✅ 69.254MB (SLO: <71.000MB -2.5%) vs baseline: +4.6%

✅ tracer

Time: ✅ 19.356ms (SLO: <21.750ms 📉 -11.0%) vs baseline: ~same

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.4%

✅ tracer-and-profiler

Time: ✅ 21.405ms (SLO: <23.500ms -8.9%) vs baseline: ~same

Memory: ✅ 68.990MB (SLO: <71.000MB -2.8%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.295ms (SLO: <21.500ms 📉 -10.3%) vs baseline: -0.3%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.4%

✅ tracer-minimal

Time: ✅ 16.661ms (SLO: <17.500ms -4.8%) vs baseline: ~same

Memory: ✅ 67.766MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 19.276ms (SLO: <21.750ms 📉 -11.4%) vs baseline: -0.3%

Memory: ✅ 67.889MB (SLO: <72.500MB -6.4%) vs baseline: +4.5%

✅ tracer-no-caches

Time: ✅ 17.364ms (SLO: <19.650ms 📉 -11.6%) vs baseline: +0.4%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 18.760ms (SLO: <20.100ms -6.7%) vs baseline: +0.2%

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

✅ tracer-no-middleware

Time: ✅ 18.948ms (SLO: <21.500ms 📉 -11.9%) vs baseline: +0.2%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.7%

✅ tracer-no-templates

Time: ✅ 19.132ms (SLO: <22.000ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 67.849MB (SLO: <70.500MB -3.8%) vs baseline: +5.0%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.327ms (SLO: <19.850ms 📉 -17.7%) vs baseline: +0.2%

Memory: ✅ 67.696MB (SLO: <70.000MB -3.3%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 16.237ms (SLO: <19.400ms 📉 -16.3%) vs baseline: -0.8%

Memory: ✅ 67.595MB (SLO: <70.000MB -3.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.426ms (SLO: <19.450ms 📉 -15.5%) vs baseline: +0.8%

Memory: ✅ 67.613MB (SLO: <70.000MB -3.4%) vs baseline: +4.8%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: +0.6%

Memory: ✅ 54.618MB (SLO: <56.500MB -3.3%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 2.084ms (SLO: <2.250ms -7.4%) vs baseline: +1.0%

Memory: ✅ 54.618MB (SLO: <56.500MB -3.3%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.069ms (SLO: <2.300ms 📉 -10.0%) vs baseline: -0.2%

Memory: ✅ 54.618MB (SLO: <56.500MB -3.3%) vs baseline: +4.9%

✅ flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.584ms (SLO: <4.750ms -3.5%) vs baseline: +0.2%

Memory: ✅ 64.045MB (SLO: <66.500MB -3.7%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 6.614ms (SLO: <6.750ms -2.0%) vs baseline: +0.1%

Memory: ✅ 64.421MB (SLO: <66.500MB -3.1%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 4.586ms (SLO: <4.750ms -3.5%) vs baseline: -0.3%

Memory: ✅ 64.083MB (SLO: <66.500MB -3.6%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: +0.1%

Memory: ✅ 47.943MB (SLO: <49.500MB -3.1%) vs baseline: +5.2%

✅ iast-get

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +1.0%

Memory: ✅ 44.520MB (SLO: <49.000MB -9.1%) vs baseline: +4.4%

✅ profiler

Time: ✅ 1.928ms (SLO: <2.100ms -8.2%) vs baseline: -0.2%

Memory: ✅ 48.356MB (SLO: <50.000MB -3.3%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 54.651MB (SLO: <56.000MB -2.4%) vs baseline: +4.7%

✅ tracer

Time: ✅ 3.359ms (SLO: <3.650ms -8.0%) vs baseline: ~same

Memory: ✅ 54.803MB (SLO: <56.500MB -3.0%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 3.357ms (SLO: <3.650ms -8.0%) vs baseline: ~same

Memory: ✅ 54.714MB (SLO: <60.000MB -8.8%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.956ms (SLO: <4.200ms -5.8%) vs baseline: ~same

Memory: ✅ 64.310MB (SLO: <66.000MB -2.6%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.446ms (SLO: <2.800ms 📉 -12.6%) vs baseline: -0.4%

Memory: ✅ 60.536MB (SLO: <62.500MB -3.1%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.063ms (SLO: <2.250ms -8.3%) vs baseline: ~same

Memory: ✅ 54.696MB (SLO: <56.500MB -3.2%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.476µs (SLO: <100.000µs 📉 -18.5%) vs baseline: +1.5%

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

✅ b3_headers

Time: ✅ 14.406µs (SLO: <20.000µs 📉 -28.0%) vs baseline: +0.7%

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

✅ b3_single_headers

Time: ✅ 13.365µs (SLO: <20.000µs 📉 -33.2%) vs baseline: -0.4%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.432µs (SLO: <80.000µs 📉 -19.5%) vs baseline: +0.8%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.644µs (SLO: <80.000µs 📉 -16.7%) vs baseline: +0.8%

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

✅ empty_headers

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.5%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.455µs (SLO: <30.000µs 📉 -25.1%) vs baseline: -0.6%

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

✅ invalid_priority_header

Time: ✅ 6.648µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +0.4%

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

✅ invalid_span_id_header

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -1.0%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.4%

✅ invalid_tags_header

Time: ✅ 6.602µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.3%

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

✅ invalid_trace_id_header

Time: ✅ 6.633µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.778µs (SLO: <30.000µs -7.4%) vs baseline: +0.4%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.1%

✅ large_valid_headers_all

Time: ✅ 28.846µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.2%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.923µs (SLO: <20.000µs 📉 -50.4%) vs baseline: -0.4%

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

✅ medium_valid_headers_all

Time: ✅ 11.418µs (SLO: <20.000µs 📉 -42.9%) vs baseline: +0.7%

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

✅ none_propagation_style

Time: ✅ 1.715µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.9%

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

✅ tracecontext_headers

Time: ✅ 34.935µs (SLO: <40.000µs 📉 -12.7%) vs baseline: ~same

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

✅ valid_headers_all

Time: ✅ 6.609µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.4%

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

✅ valid_headers_basic

Time: ✅ 6.243µs (SLO: <10.000µs 📉 -37.6%) vs baseline: +1.1%

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

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.9%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%

✅ wsgi_invalid_priority_header

Time: ✅ 6.624µs (SLO: <10.000µs 📉 -33.8%) vs baseline: ~same

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

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.1%

✅ wsgi_invalid_tags_header

Time: ✅ 6.714µs (SLO: <10.000µs 📉 -32.9%) vs baseline: +1.0%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.614µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.1%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.816µs (SLO: <40.000µs 📉 -28.0%) vs baseline: -0.2%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.911µs (SLO: <40.000µs 📉 -25.2%) vs baseline: ~same

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +4.8%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.251µs (SLO: <20.000µs 📉 -48.7%) vs baseline: +0.5%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.670µs (SLO: <20.000µs 📉 -41.7%) vs baseline: +0.8%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.749µs (SLO: <10.000µs 📉 -32.5%) vs baseline: +1.8%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.179µs (SLO: <10.000µs 📉 -38.2%) vs baseline: -0.5%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.904µs (SLO: <30.000µs 📉 -30.3%) vs baseline: ~same

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

✅ with_all

Time: ✅ 28.993µs (SLO: <40.000µs 📉 -27.5%) vs baseline: +4.3%

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

✅ with_dd_origin

Time: ✅ 25.172µs (SLO: <30.000µs 📉 -16.1%) vs baseline: +2.3%

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

✅ with_priority_and_origin

Time: ✅ 24.980µs (SLO: <40.000µs 📉 -37.5%) vs baseline: +3.6%

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

✅ with_sampling_priority

Time: ✅ 21.801µs (SLO: <30.000µs 📉 -27.3%) vs baseline: +4.8%

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

✅ with_tags

Time: ✅ 26.128µs (SLO: <40.000µs 📉 -34.7%) vs baseline: +0.9%

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

✅ with_tags_invalid

Time: ✅ 27.397µs (SLO: <40.000µs 📉 -31.5%) vs baseline: +0.3%

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

✅ with_tags_max_size

Time: ✅ 26.349µs (SLO: <40.000µs 📉 -34.1%) vs baseline: +0.4%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.748µs (SLO: <40.000µs 📉 -20.6%) vs baseline: -0.3%

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +4.8%

✅ re_expand_noaspect

Time: ✅ 28.658µs (SLO: <40.000µs 📉 -28.4%) vs baseline: -0.1%

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

✅ re_findall_aspect

Time: ✅ 2.930µs (SLO: <10.000µs 📉 -70.7%) vs baseline: +0.4%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.1%

✅ re_findall_noaspect

Time: ✅ 1.424µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.6%

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

✅ re_finditer_aspect

Time: ✅ 4.495µs (SLO: <10.000µs 📉 -55.0%) vs baseline: +2.0%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.411µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.3%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.1%

✅ re_fullmatch_aspect

Time: ✅ 2.689µs (SLO: <10.000µs 📉 -73.1%) vs baseline: -0.4%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.330µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -0.6%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.4%

✅ re_group_aspect

Time: ✅ 2.940µs (SLO: <10.000µs 📉 -70.6%) vs baseline: -0.6%

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

✅ re_group_noaspect

Time: ✅ 1.643µs (SLO: <10.000µs 📉 -83.6%) vs baseline: -0.2%

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

✅ re_groups_aspect

Time: ✅ 3.077µs (SLO: <10.000µs 📉 -69.2%) vs baseline: -1.1%

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

✅ re_groups_noaspect

Time: ✅ 1.723µs (SLO: <10.000µs 📉 -82.8%) vs baseline: ~same

Memory: ✅ 39.951MB (SLO: <41.000MB -2.6%) vs baseline: +4.9%

✅ re_match_aspect

Time: ✅ 2.727µs (SLO: <10.000µs 📉 -72.7%) vs baseline: -0.2%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.8%

✅ re_match_noaspect

Time: ✅ 1.353µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.6%

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

✅ re_search_aspect

Time: ✅ 2.520µs (SLO: <10.000µs 📉 -74.8%) vs baseline: -0.8%

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

✅ re_search_noaspect

Time: ✅ 1.203µs (SLO: <10.000µs 📉 -88.0%) vs baseline: ~same

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

✅ re_sub_aspect

Time: ✅ 3.378µs (SLO: <10.000µs 📉 -66.2%) vs baseline: ~same

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

✅ re_sub_noaspect

Time: ✅ 1.535µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.2%

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

✅ re_subn_aspect

Time: ✅ 3.600µs (SLO: <10.000µs 📉 -64.0%) vs baseline: ~same

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

✅ re_subn_noaspect

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.3%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.7%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.5%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +5.8%

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +1.1%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +5.8%

✅ add_noaspect

Time: ✅ 0.274µs (SLO: <10.000µs 📉 -97.3%) vs baseline: -0.9%

Memory: ✅ 39.695MB (SLO: <41.500MB -4.3%) vs baseline: +5.4%

✅ bytearray_aspect

Time: ✅ 1.323µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -0.8%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +5.5%

✅ bytearray_extend_aspect

Time: ✅ 1.540µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.8%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.6%

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.8%

Memory: ✅ 39.381MB (SLO: <41.500MB -5.1%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 0.481µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +1.2%

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +6.0%

✅ bytes_aspect

Time: ✅ 1.279µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -0.7%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +4.8%

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.2%

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +4.8%

✅ bytesio_aspect

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +1.0%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.8%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.3%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +5.1%

✅ capitalize_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +5.1%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: ~same

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +6.1%

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -2.3%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +5.7%

✅ casefold_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.7%

✅ decode_aspect

Time: ✅ 0.730µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +1.1%

Memory: ✅ 39.675MB (SLO: <41.500MB -4.4%) vs baseline: +5.2%

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.5%

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

✅ encode_aspect

Time: ✅ 0.707µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.4%

Memory: ✅ 39.597MB (SLO: <41.500MB -4.6%) vs baseline: +5.5%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

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

✅ format_aspect

Time: ✅ 3.352µs (SLO: <10.000µs 📉 -66.5%) vs baseline: -0.3%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +5.6%

✅ format_map_aspect

Time: ✅ 3.523µs (SLO: <10.000µs 📉 -64.8%) vs baseline: +1.4%

Memory: ✅ 39.951MB (SLO: <41.500MB -3.7%) vs baseline: +6.1%

✅ format_map_noaspect

Time: ✅ 0.778µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +1.5%

Memory: ✅ 39.951MB (SLO: <41.500MB -3.7%) vs baseline: +6.1%

✅ format_noaspect

Time: ✅ 0.598µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.6%

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

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: ~same

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +5.2%

✅ index_noaspect

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

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +5.1%

✅ join_aspect

Time: ✅ 1.383µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.8%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +4.4%

✅ join_noaspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: ~same

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.6%

✅ ljust_aspect

Time: ✅ 2.632µs (SLO: <20.000µs 📉 -86.8%) vs baseline: +5.5%

Memory: ✅ 39.361MB (SLO: <41.500MB -5.2%) vs baseline: +3.5%

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.3%

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

✅ lower_aspect

Time: ✅ 2.200µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -1.0%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.0%

✅ lower_noaspect

Time: ✅ 0.377µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.8%

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

✅ lstrip_aspect

Time: ✅ 2.238µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.1%

Memory: ✅ 39.715MB (SLO: <41.500MB -4.3%) vs baseline: +5.5%

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +2.1%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 1.046µs (SLO: <10.000µs 📉 -89.5%) vs baseline: ~same

Memory: ✅ 39.597MB (SLO: <41.500MB -4.6%) vs baseline: +5.3%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.555µs (SLO: <10.000µs 📉 -84.4%) vs baseline: -0.4%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.983µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.8%

Memory: ✅ 39.911MB (SLO: <41.500MB -3.8%) vs baseline: +5.9%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.253µs (SLO: <10.000µs 📉 -87.5%) vs baseline: ~same

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

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: ~same

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

✅ replace_aspect

Time: ✅ 4.941µs (SLO: <10.000µs 📉 -50.6%) vs baseline: +1.5%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +6.0%

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.1%

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

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.4%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +5.0%

✅ repr_noaspect

Time: ✅ 0.416µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.3%

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +5.4%

✅ rstrip_aspect

Time: ✅ 1.891µs (SLO: <20.000µs 📉 -90.5%) vs baseline: +0.7%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +5.6%

✅ rstrip_noaspect

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

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.9%

✅ slice_aspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.9%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +4.7%

✅ slice_noaspect

Time: ✅ 0.441µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.5%

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

✅ stringio_aspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -1.2%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.7%

✅ stringio_noaspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.3%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.9%

✅ strip_aspect

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.3%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +3.9%

✅ strip_noaspect

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.2%

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

✅ swapcase_aspect

Time: ✅ 2.398µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +0.5%

Memory: ✅ 39.675MB (SLO: <41.500MB -4.4%) vs baseline: +5.3%

✅ swapcase_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.9%

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

✅ title_aspect

Time: ✅ 2.321µs (SLO: <10.000µs 📉 -76.8%) vs baseline: ~same

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +3.6%

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.8%

✅ translate_aspect

Time: ✅ 3.282µs (SLO: <10.000µs 📉 -67.2%) vs baseline: +1.2%

Memory: ✅ 39.970MB (SLO: <41.500MB -3.7%) vs baseline: +6.2%

✅ translate_noaspect

Time: ✅ 1.046µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +0.8%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.8%

✅ upper_aspect

Time: ✅ 2.287µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +3.8%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +3.8%

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.0%

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

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.573µs (SLO: <10.000µs 📉 -54.3%) vs baseline: +6.8%

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

✅ ospathbasename_noaspect

Time: ✅ 1.089µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.8%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.5%

✅ ospathjoin_aspect

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

Memory: ✅ 39.892MB (SLO: <41.000MB -2.7%) vs baseline: +5.2%

✅ ospathjoin_noaspect

Time: ✅ 2.267µs (SLO: <10.000µs 📉 -77.3%) vs baseline: -0.9%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%

✅ ospathnormcase_aspect

Time: ✅ 3.575µs (SLO: <10.000µs 📉 -64.3%) vs baseline: ~same

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

✅ ospathnormcase_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +2.0%

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

✅ ospathsplit_aspect

Time: ✅ 4.951µs (SLO: <10.000µs 📉 -50.5%) vs baseline: +2.3%

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

✅ ospathsplit_noaspect

Time: ✅ 1.589µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.3%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.800µs (SLO: <10.000µs 📉 -62.0%) vs baseline: +1.6%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.703µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +1.4%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.3%

✅ ospathsplitext_aspect

Time: ✅ 4.605µs (SLO: <10.000µs 📉 -54.0%) vs baseline: -0.4%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.7%

Memory: ✅ 39.715MB (SLO: <41.000MB -3.1%) vs baseline: +4.8%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.381µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.2%

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

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.0%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.5%

✅ split_aspect

Time: ✅ 1.374µs (SLO: <10.000µs 📉 -86.3%) vs baseline: +0.9%

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

✅ split_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%

✅ splitlines_aspect

Time: ✅ 1.376µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.7%

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

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.8%

Memory: ✅ 39.951MB (SLO: <41.000MB -2.6%) vs baseline: +5.1%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.479ms (SLO: <42.000ms -3.6%) vs baseline: ~same

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

✅ add-link

Time: ✅ 36.340ms (SLO: <38.550ms -5.7%) vs baseline: +0.2%

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 219.890ms (SLO: <232.000ms -5.2%) vs baseline: +0.5%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 212.288ms (SLO: <221.600ms -4.2%) vs baseline: +0.4%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.6%

✅ get-context

Time: ✅ 29.060ms (SLO: <31.300ms -7.2%) vs baseline: -0.5%

Memory: ✅ 36.943MB (SLO: <39.000MB -5.3%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 29.555ms (SLO: <31.000ms -4.7%) vs baseline: +2.2%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.105ms (SLO: <65.850ms -4.2%) vs baseline: -0.6%

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

✅ set-status

Time: ✅ 31.947ms (SLO: <34.150ms -6.5%) vs baseline: +0.4%

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +4.8%

✅ start

Time: ✅ 28.821ms (SLO: <30.150ms -4.4%) vs baseline: +0.1%

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%) vs baseline: +4.4%

✅ start-finish

Time: ✅ 33.898ms (SLO: <35.350ms -4.1%) vs baseline: -0.2%

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 33.910ms (SLO: <35.450ms -4.3%) vs baseline: +0.3%

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

✅ update-name

Time: ✅ 30.973ms (SLO: <33.400ms -7.3%) vs baseline: ~same

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +5.0%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 39.531ms (SLO: <47.150ms 📉 -16.2%) vs baseline: +2.4%

Memory: ✅ 39.051MB (SLO: <47.000MB 📉 -16.9%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 256.990ms (SLO: <344.800ms 📉 -25.5%) vs baseline: +0.3%

Memory: ✅ 43.391MB (SLO: <47.500MB -8.6%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 313.575ms (SLO: <321.000ms -2.3%) vs baseline: -0.6%

Memory: ✅ 43.352MB (SLO: <47.500MB -8.7%) vs baseline: +5.0%

✅ get-context

Time: ✅ 78.485ms (SLO: <92.350ms 📉 -15.0%) vs baseline: +0.4%

Memory: ✅ 39.326MB (SLO: <46.500MB 📉 -15.4%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 36.118ms (SLO: <44.500ms 📉 -18.8%) vs baseline: ~same

Memory: ✅ 39.000MB (SLO: <47.500MB 📉 -17.9%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 57.159ms (SLO: <67.650ms 📉 -15.5%) vs baseline: -0.2%

Memory: ✅ 39.519MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.9%

✅ set-status

Time: ✅ 43.362ms (SLO: <50.400ms 📉 -14.0%) vs baseline: +1.8%

Memory: ✅ 38.957MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.8%

✅ start

Time: ✅ 35.471ms (SLO: <43.450ms 📉 -18.4%) vs baseline: ~same

Memory: ✅ 38.935MB (SLO: <47.000MB 📉 -17.2%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.373ms (SLO: <88.000ms -6.4%) vs baseline: +0.1%

Memory: ✅ 36.726MB (SLO: <46.500MB 📉 -21.0%) vs baseline: +5.3%

✅ start-finish-telemetry

Time: ✅ 83.664ms (SLO: <89.000ms -6.0%) vs baseline: -0.1%

Memory: ✅ 36.726MB (SLO: <46.500MB 📉 -21.0%) vs baseline: +5.0%

✅ update-name

Time: ✅ 36.961ms (SLO: <45.150ms 📉 -18.1%) vs baseline: +0.2%

Memory: ✅ 38.972MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.664ms (SLO: <354.300ms -3.3%) vs baseline: +0.2%

Memory: ✅ 40.515MB (SLO: <41.500MB -2.4%) vs baseline: +5.2%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.6%

Memory: ✅ 39.361MB (SLO: <41.000MB -4.0%) vs baseline: +5.3%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.945µs (SLO: <170.000µs -8.9%) vs baseline: -0.2%

Memory: ✅ 39.246MB (SLO: <41.000MB -4.3%) vs baseline: +4.9%

✅ import_many_cached

Time: ✅ 120.771µs (SLO: <130.000µs -7.1%) vs baseline: -0.4%

Memory: ✅ 39.148MB (SLO: <41.000MB -4.5%) vs baseline: +4.7%

✅ import_many_stdlib

Time: ✅ 1.658ms (SLO: <1.750ms -5.3%) vs baseline: +0.6%

Memory: ✅ 39.366MB (SLO: <41.000MB -4.0%) vs baseline: +5.1%

✅ import_many_stdlib_cached

Time: ✅ 0.996ms (SLO: <1.100ms -9.5%) vs baseline: +0.6%

Memory: ✅ 39.342MB (SLO: <41.000MB -4.0%) vs baseline: +4.9%

✅ import_many_unknown

Time: ✅ 835.698µs (SLO: <890.000µs -6.1%) vs baseline: +1.0%

Memory: ✅ 39.307MB (SLO: <41.000MB -4.1%) vs baseline: +4.9%

✅ import_many_unknown_cached

Time: ✅ 790.686µs (SLO: <870.000µs -9.1%) vs baseline: -0.6%

Memory: ✅ 39.419MB (SLO: <41.000MB -3.9%) vs baseline: +5.1%

✅ import_one

Time: ✅ 19.760µs (SLO: <30.000µs 📉 -34.1%) vs baseline: ~same

Memory: ✅ 39.118MB (SLO: <41.000MB -4.6%) vs baseline: +4.7%

✅ import_one_cache

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

Memory: ✅ 39.343MB (SLO: <41.000MB -4.0%) vs baseline: +5.4%

✅ import_one_stdlib

Time: ✅ 18.738µs (SLO: <20.000µs -6.3%) vs baseline: -0.4%

Memory: ✅ 39.199MB (SLO: <41.000MB -4.4%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.244µs (SLO: <10.000µs 📉 -37.6%) vs baseline: +0.2%

Memory: ✅ 39.210MB (SLO: <41.000MB -4.4%) vs baseline: +5.0%

✅ import_one_unknown

Time: ✅ 45.056µs (SLO: <50.000µs -9.9%) vs baseline: -0.8%

Memory: ✅ 39.178MB (SLO: <41.000MB -4.4%) vs baseline: +5.1%

✅ import_one_unknown_cache

Time: ✅ 6.250µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.9%

Memory: ✅ 39.303MB (SLO: <41.000MB -4.1%) vs baseline: +5.4%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.366µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +1.2%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.2%

✅ high_rate_limit

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: ~same

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

✅ long_window

Time: ✅ 2.381µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.5%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +5.2%

✅ low_rate_limit

Time: ✅ 2.348µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.3%

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

✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

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

✅ short_window

Time: ✅ 2.506µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.6%

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

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.411ms (SLO: <320.950ms -3.6%) vs baseline: +0.2%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +5.3%

✅ deep-profiled

Time: ✅ 329.815ms (SLO: <359.150ms -8.2%) vs baseline: -0.5%

Memory: ✅ 39.263MB (SLO: <40.500MB -3.1%) vs baseline: +4.8%

✅ medium

Time: ✅ 7.044ms (SLO: <7.400ms -4.8%) vs baseline: +0.4%

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

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +0.8%

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

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.109µs (SLO: <290.000µs 📉 -53.1%) vs baseline: -1.8%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.6%

✅ high_match

Time: ✅ 174.143µs (SLO: <480.000µs 📉 -63.7%) vs baseline: +0.5%

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

✅ low_match

Time: ✅ 98.636µs (SLO: <120.000µs 📉 -17.8%) vs baseline: ~same

Memory: ✅ 603.172MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.663ms (SLO: <8.500ms 📉 -68.7%) vs baseline: -0.2%

Memory: ✅ 70.601MB (SLO: <75.000MB -5.9%) vs baseline: +4.8%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.646µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.9%

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +5.0%

✅ all-enabled

Time: ✅ 40.132µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.8%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +5.3%

✅ collectipvariant_exists

Time: ✅ 40.839µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.6%

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

✅ no-collectipvariant

Time: ✅ 41.051µs (SLO: <50.000µs 📉 -17.9%) vs baseline: +2.8%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.816µs (SLO: <50.000µs 📉 -22.4%) vs baseline: +0.7%

Memory: ✅ 35.075MB (SLO: <36.000MB -2.6%) vs baseline: +5.1%

✅ obfuscation-no-query

Time: ✅ 40.546µs (SLO: <50.000µs 📉 -18.9%) vs baseline: +0.6%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.645µs (SLO: <90.000µs 📉 -16.0%) vs baseline: +0.2%

Memory: ✅ 35.134MB (SLO: <36.500MB -3.7%) vs baseline: +5.2%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.250µs (SLO: <90.000µs 📉 -15.3%) vs baseline: +0.2%

Memory: ✅ 34.996MB (SLO: <36.500MB -4.1%) vs baseline: +3.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.196µs (SLO: <170.000µs -9.3%) vs baseline: +0.4%

Memory: ✅ 35.409MB (SLO: <36.500MB -3.0%) vs baseline: +5.1%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.558µs (SLO: <160.000µs -7.2%) vs baseline: ~same

Memory: ✅ 35.154MB (SLO: <36.500MB -3.7%) vs baseline: +4.1%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.858µs (SLO: <170.000µs -8.9%) vs baseline: +0.3%

Memory: ✅ 35.429MB (SLO: <36.500MB -2.9%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.565µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.7%

Memory: ✅ 35.095MB (SLO: <36.000MB -2.5%) vs baseline: +5.3%

✅ useragentvariant_exists_2

Time: ✅ 40.836µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.9%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.853µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.1%

Memory: ✅ 35.114MB (SLO: <36.000MB -2.5%) vs baseline: +5.1%

✅ useragentvariant_not_exists_1

Time: ✅ 39.618µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +1.0%

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

✅ useragentvariant_not_exists_2

Time: ✅ 39.282µs (SLO: <50.000µs 📉 -21.4%) vs baseline: +0.3%

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +4.7%

✅ span - 26/26

✅ add-event

Time: ✅ 17.253ms (SLO: <22.500ms 📉 -23.3%) vs baseline: +0.3%

Memory: ✅ 36.467MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 86.662ms (SLO: <93.500ms -7.3%) vs baseline: -0.4%

Memory: ✅ 40.847MB (SLO: <53.000MB 📉 -22.9%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 139.230ms (SLO: <155.000ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 40.482MB (SLO: <53.000MB 📉 -23.6%) vs baseline: +4.7%

✅ get-context

Time: ✅ 15.981ms (SLO: <20.500ms 📉 -22.0%) vs baseline: -0.5%

Memory: ✅ 36.237MB (SLO: <53.000MB 📉 -31.6%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 16.283ms (SLO: <20.500ms 📉 -20.6%) vs baseline: -0.5%

Memory: ✅ 36.327MB (SLO: <53.000MB 📉 -31.5%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 35.419ms (SLO: <40.000ms 📉 -11.5%) vs baseline: +0.6%

Memory: ✅ 36.914MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.8%

✅ set-status

Time: ✅ 17.752ms (SLO: <22.000ms 📉 -19.3%) vs baseline: -0.6%

Memory: ✅ 36.265MB (SLO: <53.000MB 📉 -31.6%) vs baseline: +4.7%

✅ start

Time: ✅ 15.972ms (SLO: <20.500ms 📉 -22.1%) vs baseline: +0.1%

Memory: ✅ 36.318MB (SLO: <53.000MB 📉 -31.5%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 51.024ms (SLO: <52.500ms -2.8%) vs baseline: -0.3%

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

✅ start-finish-telemetry

Time: ✅ 52.320ms (SLO: <54.500ms -4.0%) vs baseline: -0.2%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.3%

✅ start-finish-traceid128

Time: ✅ 54.356ms (SLO: <57.000ms -4.6%) vs baseline: +0.7%

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

✅ start-traceid128

Time: ✅ 16.463ms (SLO: <22.500ms 📉 -26.8%) vs baseline: +1.1%

Memory: ✅ 36.349MB (SLO: <53.000MB 📉 -31.4%) vs baseline: +4.7%

✅ update-name

Time: ✅ 16.426ms (SLO: <22.000ms 📉 -25.3%) vs baseline: ~same

Memory: ✅ 36.434MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +4.8%

✅ tracer - 6/6

✅ large

Time: ✅ 28.771ms (SLO: <32.950ms 📉 -12.7%) vs baseline: ~same

Memory: ✅ 35.507MB (SLO: <36.500MB -2.7%) vs baseline: +4.2%

✅ medium

Time: ✅ 2.874ms (SLO: <3.200ms 📉 -10.2%) vs baseline: +0.3%

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

✅ small

Time: ✅ 325.678µs (SLO: <370.000µs 📉 -12.0%) vs baseline: -0.7%

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

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

emmettbutler

Do you think this needs a release note? I'm unsure.

dubloom · 2025-11-20T16:45:53Z

@emmettbutler Thanks for approving, for the release note, we discussed it with Wan and Brett and we did not put any for the rest of the products

dubloom and others added 30 commits November 5, 2025 15:37

chore(internal): add process_tags to first span of each payload

d76a11d

tests(process_tags): add tests

a3643d8

lint

a52e8cc

fix: suitespec

f943f2a

fix: telemetry test

660bd64

Merge branch 'main' into dubloom/process-tags-collection

ace7fae

fix telemetry 2

78dd521

simplify process_tags (brett review)

dd58490

Merge branch 'main' into dubloom/process-tags-collection

f47539e

update python version

184ef53

put tests within internal suite

be2973e

remove sys hack

c6b4d7f

make tests compatible with CI

c6cb1be

Merge branch 'main' into dubloom/process-tags-collection

974b474

lint

7416466

brett review

0428dcd

Merge branch 'main' into dubloom/process-tags-collection

b66d6a4

Merge branch 'main' into dubloom/process-tags-collection

71b5ed7

Merge branch 'main' into dubloom/process-tags-collection

a123350

improve tag normalization

32ddf35

Merge branch 'main' into dubloom/process-tags-collection

ee77b0e

Merge branch 'main' into dubloom/process-tags-collection

f5c3eee

gab review

7cf4143

improving normalization

ae20207

Merge branch 'main' into dubloom/process-tags-collection

f70b7ed

remove print

efe28fa

chore(rc): add process tags

e33db20

add tests

8c6a18a

Update tests/internal/test_process_tags.py

f957552

Merge branch 'main' into dubloom/process-tags-collection

86f04db

dubloom added 7 commits November 19, 2025 10:37

add a test that activates the feature with env variable

914d52a

Merge branch 'dubloom/process-tags-collection' into dubloom/process-t…

609b353

…ags-remote-config

tests fix attempt

d1f3d33

change patch to patch.object

34d86f5

Merge branch 'main' into dubloom/process-tags-remote-config

8e92add

lint

43d8697

chore(dsm): add process tags to dsm

6bad34f

dubloom added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 20, 2025

Base automatically changed from dubloom/process-tags-remote-config to main November 20, 2025 15:30

Merge branch 'main' into dubloom/process-tags-dsm

c012b48

dubloom marked this pull request as ready for review November 20, 2025 16:40

emmettbutler approved these changes Nov 20, 2025

View reviewed changes

dubloom enabled auto-merge (squash) November 20, 2025 16:47

dubloom merged commit 4678eef into main Nov 20, 2025
420 checks passed

dubloom deleted the dubloom/process-tags-dsm branch November 20, 2025 16:49

chore(dsm): add process tags to dsm #15356

chore(dsm): add process tags to dsm #15356

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dubloom commented Nov 20, 2025

Testing

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

✅ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ appsec-enabled

✅ iast-enabled

✅ tracer-enabled

✅ all_styles_all_headers

✅ b3_headers

✅ b3_single_headers

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

✅ empty_headers

✅ full_t_id_datadog_headers

✅ invalid_priority_header

✅ invalid_span_id_header

github-actions bot commented Nov 20, 2025 •

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pr-commenter bot commented Nov 20, 2025 •

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