chore(azure): add typing, call _finish_span, and use ddtrace.auto #14922

duncanpharvey · 2025-10-16T19:43:49Z

Description

For azure_eventhubs, azure_functions, azure_servicebus integrations:

Add typing to util functions
call _finish_span directly instead of using the ctx.span context manager
recommend import ddtrace.auto instead of patch

Testing

Uses existing test coverage, no additional testing needed

Risks

Additional Notes

Follows comments made in #14636 when adding azure_eventhubs integration

github-actions · 2025-10-16T19:44:27Z

CODEOWNERS have been resolved as:

ddtrace/_trace/trace_handlers.py                                        @DataDog/apm-sdk-capabilities-python @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/azure_eventhubs/utils.py                       @DataDog/serverless @DataDog/apm-serverless
ddtrace/contrib/internal/azure_functions/__init__.py                    @DataDog/serverless @DataDog/apm-serverless
ddtrace/contrib/internal/azure_functions/utils.py                       @DataDog/serverless @DataDog/apm-serverless
ddtrace/contrib/internal/azure_servicebus/__init__.py                   @DataDog/serverless @DataDog/apm-serverless
ddtrace/contrib/internal/azure_servicebus/patch.py                      @DataDog/serverless @DataDog/apm-serverless
ddtrace/contrib/internal/azure_servicebus/utils.py                      @DataDog/serverless @DataDog/apm-serverless
tests/contrib/azure_functions/azure_function_app/function_app.py        @DataDog/serverless @DataDog/apm-serverless
tests/contrib/azure_functions_servicebus/azure_function_app/function_app.py  @DataDog/serverless @DataDog/apm-serverless

github-actions · 2025-10-16T20:10:23Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 242 ± 3 ms.

The average import time from base is: 250 ± 5 ms.

The import time difference between this PR and base is: -7.9 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.923 ms (1.21%)

ddtrace.bootstrap.sitecustomize 1.877 ms (0.78%)

ddtrace.bootstrap.preload 1.851 ms (0.77%)

ddtrace.internal.remoteconfig.client 0.765 ms (0.32%)

ddtrace.internal.core.crashtracking 0.077 ms (0.03%)

ddtrace._trace.trace_handlers 0.025 ms (0.01%)

ddtrace.contrib.trace_utils 0.025 ms (0.01%)

ddtrace.contrib.internal.trace_utils 0.025 ms (0.01%)

ddtrace 1.047 ms (0.43%)

ddtrace._logger 0.225 ms (0.09%)

ddtrace.internal.telemetry 0.225 ms (0.09%)

ddtrace.settings._agent 0.041 ms (0.02%)

ddtrace.settings._core 0.041 ms (0.02%)

ddtrace.internal.native 0.041 ms (0.02%)

ddtrace.internal.native._native 0.041 ms (0.02%)

ddtrace.internal.telemetry.writer 0.041 ms (0.02%)

ddtrace.internal.packages 0.041 ms (0.02%)

sysconfig 0.041 ms (0.02%)

ddtrace.internal._unpatched 0.164 ms (0.07%)

subprocess 0.100 ms (0.04%)

contextlib 0.100 ms (0.04%)

json 0.064 ms (0.03%)

json.decoder 0.064 ms (0.03%)

re 0.064 ms (0.03%)

enum 0.064 ms (0.03%)

types 0.033 ms (0.01%)

pr-commenter · 2025-10-16T20:41:20Z

Performance SLOs

Comparing candidate duncan-harvey/azure-integrations-cleanup (ccd3bfe) with baseline main (23fe9e1)

📈 Performance Regressions (1 suite)

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.115µs (SLO: <20.000µs 📉 -84.4%) vs baseline: +0.5%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ 1-count-metrics-100-times

Time: ✅ 213.441µs (SLO: <250.000µs 📉 -14.6%) vs baseline: +0.7%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.172µs (SLO: <20.000µs 📉 -84.1%) vs baseline: +9.0%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 191.250µs (SLO: <220.000µs 📉 -13.1%) vs baseline: ~same

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.301µs (SLO: <20.000µs 📉 -88.5%) vs baseline: 📈 +10.7%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.6%

✅ 1-gauge-metrics-100-times

Time: ✅ 124.531µs (SLO: <150.000µs 📉 -17.0%) vs baseline: +0.1%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.171µs (SLO: <20.000µs 📉 -84.1%) vs baseline: +2.6%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ 1-rate-metrics-100-times

Time: ✅ 211.554µs (SLO: <250.000µs 📉 -15.4%) vs baseline: -0.9%

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

✅ 100-count-metrics-100-times

Time: ✅ 21.362ms (SLO: <23.500ms -9.1%) vs baseline: -1.3%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.0%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.003ms (SLO: <2.250ms 📉 -11.0%) vs baseline: +1.4%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.288ms (SLO: <1.550ms 📉 -16.9%) vs baseline: ~same

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.209ms (SLO: <2.550ms 📉 -13.4%) vs baseline: +1.3%

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

✅ flush-1-metric

Time: ✅ 4.262µs (SLO: <20.000µs 📉 -78.7%) vs baseline: +1.1%

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

✅ flush-100-metrics

Time: ✅ 181.394µs (SLO: <250.000µs 📉 -27.4%) vs baseline: ~same

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ flush-1000-metrics

Time: ✅ 2.224ms (SLO: <2.500ms 📉 -11.0%) vs baseline: -0.1%

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.9%

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.457ms (SLO: <22.300ms -8.3%) vs baseline: -0.1%

Memory: ✅ 65.457MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.2%) vs baseline: ~same

Memory: ✅ 64.557MB (SLO: <67.000MB -3.6%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.403ms (SLO: <22.250ms -8.3%) vs baseline: -0.2%

Memory: ✅ 65.441MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.284ms (SLO: <16.550ms -7.7%) vs baseline: +0.1%

Memory: ✅ 53.770MB (SLO: <54.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 20.602ms (SLO: <21.750ms -5.3%) vs baseline: +0.4%

Memory: ✅ 65.485MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 26.139ms (SLO: <28.200ms -7.3%) vs baseline: -0.4%

Memory: ✅ 67.562MB (SLO: <69.500MB -2.8%) vs baseline: +4.6%

✅ tracer

Time: ✅ 20.523ms (SLO: <21.750ms -5.6%) vs baseline: +0.1%

Memory: ✅ 65.415MB (SLO: <67.000MB -2.4%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.996ms (SLO: <23.500ms -6.4%) vs baseline: -0.4%

Memory: ✅ 66.601MB (SLO: <67.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.324ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.4%

Memory: ✅ 65.433MB (SLO: <66.000MB 🟡 -0.9%) vs baseline: +4.7%

✅ tracer-minimal

Time: ✅ 16.642ms (SLO: <17.500ms -4.9%) vs baseline: -0.2%

Memory: ✅ 65.403MB (SLO: <66.000MB 🟡 -0.9%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 20.494ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 71.353MB (SLO: <72.500MB 🟡 -1.6%) vs baseline: +4.5%

✅ tracer-no-caches

Time: ✅ 18.452ms (SLO: <19.650ms -6.1%) vs baseline: -0.4%

Memory: ✅ 65.476MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.809ms (SLO: <20.100ms -6.4%) vs baseline: -0.1%

Memory: ✅ 65.452MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 20.175ms (SLO: <21.500ms -6.2%) vs baseline: ~same

Memory: ✅ 65.476MB (SLO: <67.000MB -2.3%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 20.324ms (SLO: <22.000ms -7.6%) vs baseline: -0.2%

Memory: ✅ 65.385MB (SLO: <67.000MB -2.4%) vs baseline: +4.7%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.058ms (SLO: <19.850ms -9.0%) vs baseline: ~same

Memory: ✅ 65.294MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.051ms (SLO: <19.400ms -7.0%) vs baseline: +0.1%

Memory: ✅ 65.274MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 18.179ms (SLO: <19.450ms -6.5%) vs baseline: +0.7%

Memory: ✅ 65.215MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.587ms (SLO: <4.750ms -3.4%) vs baseline: -0.2%

Memory: ✅ 61.971MB (SLO: <65.000MB -4.7%) vs baseline: +5.0%

✅ appsec-post

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

Memory: ✅ 61.971MB (SLO: <65.000MB -4.7%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 4.583ms (SLO: <4.750ms -3.5%) vs baseline: -0.4%

Memory: ✅ 62.010MB (SLO: <65.000MB -4.6%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.858ms (SLO: <2.000ms -7.1%) vs baseline: ~same

Memory: ✅ 45.456MB (SLO: <47.000MB -3.3%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.863ms (SLO: <2.000ms -6.8%) vs baseline: -0.1%

Memory: ✅ 42.349MB (SLO: <49.000MB 📉 -13.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.909ms (SLO: <2.100ms -9.1%) vs baseline: -0.5%

Memory: ✅ 46.478MB (SLO: <47.000MB 🟡 -1.1%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 3.379ms (SLO: <3.650ms -7.4%) vs baseline: ~same

Memory: ✅ 52.316MB (SLO: <53.500MB -2.2%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.372ms (SLO: <3.650ms -7.6%) vs baseline: +0.1%

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

✅ tracer-native

Time: ✅ 3.375ms (SLO: <3.650ms -7.5%) vs baseline: +0.2%

Memory: ✅ 58.287MB (SLO: <60.000MB -2.9%) vs baseline: +4.9%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.971ms (SLO: <47.150ms 📉 -13.1%) vs baseline: +0.3%

Memory: ✅ 44.229MB (SLO: <47.000MB -5.9%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 316.865ms (SLO: <344.800ms -8.1%) vs baseline: +0.3%

Memory: ✅ 616.698MB (SLO: <630.000MB -2.1%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 286.583ms (SLO: <314.000ms -8.7%) vs baseline: -0.7%

Memory: ✅ 618.361MB (SLO: <630.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ get-context

Time: ✅ 80.638ms (SLO: <92.350ms 📉 -12.7%) vs baseline: -0.1%

Memory: ✅ 39.771MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 38.189ms (SLO: <44.500ms 📉 -14.2%) vs baseline: -0.6%

Memory: ✅ 43.637MB (SLO: <47.500MB -8.1%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.498ms (SLO: <67.650ms 📉 -13.5%) vs baseline: +0.3%

Memory: ✅ 40.110MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +4.9%

✅ set-status

Time: ✅ 44.213ms (SLO: <50.400ms 📉 -12.3%) vs baseline: +0.3%

Memory: ✅ 43.595MB (SLO: <47.000MB -7.2%) vs baseline: +5.0%

✅ start

Time: ✅ 37.595ms (SLO: <43.450ms 📉 -13.5%) vs baseline: +0.3%

Memory: ✅ 43.581MB (SLO: <47.000MB -7.3%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.614ms (SLO: <88.000ms -6.1%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 84.019ms (SLO: <89.000ms -5.6%) vs baseline: +0.2%

Memory: ✅ 34.544MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.9%

✅ update-name

Time: ✅ 39.087ms (SLO: <45.150ms 📉 -13.4%) vs baseline: -0.6%

Memory: ✅ 43.948MB (SLO: <47.000MB -6.5%) vs baseline: +4.8%

🟡 span - 26/26

✅ add-event

Time: ✅ 20.911ms (SLO: <22.500ms -7.1%) vs baseline: +2.6%

Memory: ✅ 49.610MB (SLO: <53.000MB -6.4%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 91.640ms (SLO: <93.500ms 🟡 -2.0%) vs baseline: +1.1%

Memory: ✅ 689.971MB (SLO: <961.000MB 📉 -28.2%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 147.896ms (SLO: <155.000ms -4.6%) vs baseline: ~same

Memory: ✅ 690.563MB (SLO: <962.500MB 📉 -28.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 19.064ms (SLO: <20.500ms -7.0%) vs baseline: +0.5%

Memory: ✅ 48.522MB (SLO: <53.000MB -8.4%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 19.057ms (SLO: <20.500ms -7.0%) vs baseline: ~same

Memory: ✅ 48.436MB (SLO: <53.000MB -8.6%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 38.863ms (SLO: <40.000ms -2.8%) vs baseline: +3.6%

Memory: ✅ 42.476MB (SLO: <53.000MB 📉 -19.9%) vs baseline: +5.0%

✅ set-status

Time: ✅ 20.880ms (SLO: <22.000ms -5.1%) vs baseline: +0.7%

Memory: ✅ 48.458MB (SLO: <53.000MB -8.6%) vs baseline: +4.6%

✅ start

Time: ✅ 18.939ms (SLO: <20.500ms -7.6%) vs baseline: +1.3%

Memory: ✅ 48.464MB (SLO: <53.000MB -8.6%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.403ms (SLO: <52.500ms -2.1%) vs baseline: +0.4%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 52.814ms (SLO: <54.500ms -3.1%) vs baseline: -0.3%

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

✅ start-finish-traceid128

Time: ✅ 55.046ms (SLO: <57.000ms -3.4%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <34.000MB -5.2%) vs baseline: +5.1%

✅ start-traceid128

Time: ✅ 19.221ms (SLO: <22.500ms 📉 -14.6%) vs baseline: +0.4%

Memory: ✅ 48.453MB (SLO: <53.000MB -8.6%) vs baseline: +5.0%

✅ update-name

Time: ✅ 19.131ms (SLO: <22.000ms 📉 -13.0%) vs baseline: -0.2%

Memory: ✅ 49.151MB (SLO: <53.000MB -7.3%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.211µs (SLO: <20.000µs 📉 -33.9%) vs baseline: -0.1%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.8%

✅ context_with_data_no_listeners

Time: ✅ 3.263µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.2%

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

✅ get_item_exists

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.0%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ get_item_missing

Time: ✅ 0.638µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.3%

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

✅ set_item

Time: ✅ 24.067µs (SLO: <30.000µs 📉 -19.8%) vs baseline: -0.5%

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

✅ All Tests Passing (17 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

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

Memory: ✅ 52.081MB (SLO: <53.500MB -2.7%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.070ms (SLO: <2.250ms -8.0%) vs baseline: +0.2%

Memory: ✅ 52.180MB (SLO: <53.500MB -2.5%) vs baseline: +5.1%

✅ tracer-enabled

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.3%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +4.8%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.946ms (SLO: <4.200ms -6.0%) vs baseline: -0.9%

Memory: ✅ 62.266MB (SLO: <66.000MB -5.7%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.454ms (SLO: <2.800ms 📉 -12.4%) vs baseline: +0.6%

Memory: ✅ 58.589MB (SLO: <60.000MB -2.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.056ms (SLO: <2.250ms -8.6%) vs baseline: ~same

Memory: ✅ 52.219MB (SLO: <54.500MB -4.2%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.167µs (SLO: <100.000µs 📉 -18.8%) vs baseline: -0.7%

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

✅ b3_headers

Time: ✅ 14.210µs (SLO: <20.000µs 📉 -28.9%) vs baseline: +0.6%

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

✅ b3_single_headers

Time: ✅ 13.391µs (SLO: <20.000µs 📉 -33.0%) vs baseline: +0.3%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.6%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.455µs (SLO: <80.000µs 📉 -20.7%) vs baseline: -0.3%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.990µs (SLO: <80.000µs 📉 -17.5%) vs baseline: -0.4%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ empty_headers

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.5%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.869µs (SLO: <30.000µs 📉 -23.8%) vs baseline: -0.3%

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

✅ invalid_priority_header

Time: ✅ 6.540µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.3%

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

✅ invalid_span_id_header

Time: ✅ 6.550µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ invalid_tags_header

Time: ✅ 6.545µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.2%

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

✅ invalid_trace_id_header

Time: ✅ 6.595µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.6%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ large_header_no_matches

Time: ✅ 27.483µs (SLO: <30.000µs -8.4%) vs baseline: -0.4%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.591µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.2%

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

✅ medium_header_no_matches

Time: ✅ 9.865µs (SLO: <20.000µs 📉 -50.7%) vs baseline: +0.5%

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

✅ medium_valid_headers_all

Time: ✅ 11.243µs (SLO: <20.000µs 📉 -43.8%) vs baseline: ~same

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

✅ none_propagation_style

Time: ✅ 1.717µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +1.6%

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

✅ tracecontext_headers

Time: ✅ 34.632µs (SLO: <40.000µs 📉 -13.4%) vs baseline: +1.1%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

✅ valid_headers_all

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.5%

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

✅ valid_headers_basic

Time: ✅ 6.107µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.5%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.9%

✅ wsgi_empty_headers

Time: ✅ 1.577µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -1.8%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.594µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.8%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.590µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.2%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.6%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.737µs (SLO: <40.000µs 📉 -28.2%) vs baseline: -0.1%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.690µs (SLO: <40.000µs 📉 -25.8%) vs baseline: -0.5%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.068µs (SLO: <20.000µs 📉 -49.7%) vs baseline: -1.1%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.514µs (SLO: <20.000µs 📉 -42.4%) vs baseline: +0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ wsgi_valid_headers_all

Time: ✅ 6.596µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.6%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.139µs (SLO: <10.000µs 📉 -38.6%) vs baseline: ~same

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.645µs (SLO: <30.000µs 📉 -27.8%) vs baseline: +0.5%

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

✅ with_all

Time: ✅ 28.686µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ with_dd_origin

Time: ✅ 25.189µs (SLO: <30.000µs 📉 -16.0%) vs baseline: -0.7%

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

✅ with_priority_and_origin

Time: ✅ 24.604µs (SLO: <40.000µs 📉 -38.5%) vs baseline: -0.4%

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

✅ with_sampling_priority

Time: ✅ 21.495µs (SLO: <30.000µs 📉 -28.3%) vs baseline: -0.8%

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

✅ with_tags

Time: ✅ 26.829µs (SLO: <40.000µs 📉 -32.9%) vs baseline: -0.2%

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

✅ with_tags_invalid

Time: ✅ 28.265µs (SLO: <40.000µs 📉 -29.3%) vs baseline: +0.1%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

✅ with_tags_max_size

Time: ✅ 27.584µs (SLO: <40.000µs 📉 -31.0%) vs baseline: +1.1%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.015µs (SLO: <40.000µs 📉 -20.0%) vs baseline: +0.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 28.671µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.3%

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

✅ re_findall_aspect

Time: ✅ 2.894µs (SLO: <10.000µs 📉 -71.1%) vs baseline: ~same

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

✅ re_findall_noaspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.9%

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

✅ re_finditer_aspect

Time: ✅ 4.521µs (SLO: <10.000µs 📉 -54.8%) vs baseline: +0.4%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ re_finditer_noaspect

Time: ✅ 1.424µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ re_fullmatch_aspect

Time: ✅ 2.957µs (SLO: <10.000µs 📉 -70.4%) vs baseline: +9.8%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.3%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ re_group_aspect

Time: ✅ 2.967µs (SLO: <10.000µs 📉 -70.3%) vs baseline: +0.8%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ re_group_noaspect

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.7%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ re_groups_aspect

Time: ✅ 3.092µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +0.4%

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

✅ re_groups_noaspect

Time: ✅ 1.716µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +1.3%

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

✅ re_match_aspect

Time: ✅ 2.713µs (SLO: <10.000µs 📉 -72.9%) vs baseline: ~same

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

✅ re_match_noaspect

Time: ✅ 1.309µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +1.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.559µs (SLO: <10.000µs 📉 -74.4%) vs baseline: -1.0%

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

✅ re_search_noaspect

Time: ✅ 1.197µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.6%

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

✅ re_sub_aspect

Time: ✅ 3.454µs (SLO: <10.000µs 📉 -65.5%) vs baseline: +1.0%

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

✅ re_sub_noaspect

Time: ✅ 1.514µs (SLO: <10.000µs 📉 -84.9%) vs baseline: -1.3%

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

✅ re_subn_aspect

Time: ✅ 3.660µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.7%

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

✅ re_subn_noaspect

Time: ✅ 1.620µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.8%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.5%

Memory: ✅ 37.847MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ add_inplace_aspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.2%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.4%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.9%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ bytearray_aspect

Time: ✅ 1.336µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.5%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ bytearray_extend_aspect

Time: ✅ 1.463µs (SLO: <10.000µs 📉 -85.4%) vs baseline: +1.8%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.6%

✅ bytearray_extend_noaspect

Time: ✅ 0.608µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.3%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.9%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ bytes_aspect

Time: ✅ 1.294µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.1%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.4%

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.1%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.5%

✅ bytesio_aspect

Time: ✅ 1.364µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.3%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ capitalize_aspect

Time: ✅ 0.741µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ capitalize_noaspect

Time: ✅ 0.433µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.7%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ casefold_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.7%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ casefold_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ decode_aspect

Time: ✅ 0.720µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.8%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ encode_aspect

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

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ encode_noaspect

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

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

✅ format_aspect

Time: ✅ 3.373µs (SLO: <10.000µs 📉 -66.3%) vs baseline: -0.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ format_map_aspect

Time: ✅ 3.619µs (SLO: <10.000µs 📉 -63.8%) vs baseline: -0.7%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.2%

✅ format_map_noaspect

Time: ✅ 0.789µs (SLO: <10.000µs 📉 -92.1%) vs baseline: +1.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ format_noaspect

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

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 0.361µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.3%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +4.2%

✅ index_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ join_aspect

Time: ✅ 1.411µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +1.1%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.2%

✅ join_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ ljust_aspect

Time: ✅ 2.477µs (SLO: <20.000µs 📉 -87.6%) vs baseline: +0.1%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ ljust_noaspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 2.209µs (SLO: <10.000µs 📉 -77.9%) vs baseline: -1.6%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.1%

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.8%

✅ lstrip_aspect

Time: ✅ 2.237µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +0.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.9%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 1.007µs (SLO: <10.000µs 📉 -89.9%) vs baseline: +0.4%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.541µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.2%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes

Time: ✅ 0.984µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.4%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.206µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.3%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ modulo_noaspect

Time: ✅ 0.623µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -1.1%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ replace_aspect

Time: ✅ 4.774µs (SLO: <10.000µs 📉 -52.3%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ replace_noaspect

Time: ✅ 0.463µs (SLO: <10.000µs 📉 -95.4%) vs baseline: ~same

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ repr_aspect

Time: ✅ 0.912µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.9%

Memory: ✅ 37.847MB (SLO: <39.000MB -3.0%) vs baseline: +4.1%

✅ repr_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.2%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ rstrip_aspect

Time: ✅ 1.941µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.1%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ rstrip_noaspect

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

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ slice_aspect

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

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +3.7%

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ stringio_aspect

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

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.8%

✅ stringio_noaspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.5%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ strip_aspect

Time: ✅ 2.265µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +2.0%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.3%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ swapcase_aspect

Time: ✅ 2.400µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.8%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ swapcase_noaspect

Time: ✅ 0.541µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.8%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 2.323µs (SLO: <10.000µs 📉 -76.8%) vs baseline: -1.7%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.7%

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.9%

✅ translate_aspect

Time: ✅ 3.222µs (SLO: <10.000µs 📉 -67.8%) vs baseline: +1.1%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.6%

✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: ~same

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 2.208µs (SLO: <10.000µs 📉 -77.9%) vs baseline: -1.4%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.9%

✅ upper_noaspect

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

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +4.8%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.289µs (SLO: <10.000µs 📉 -57.1%) vs baseline: +0.3%

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

✅ ospathbasename_noaspect

Time: ✅ 1.090µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.6%

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

✅ ospathjoin_aspect

Time: ✅ 6.139µs (SLO: <10.000µs 📉 -38.6%) vs baseline: ~same

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

✅ ospathjoin_noaspect

Time: ✅ 2.316µs (SLO: <10.000µs 📉 -76.8%) vs baseline: -0.3%

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

✅ ospathnormcase_aspect

Time: ✅ 3.529µs (SLO: <10.000µs 📉 -64.7%) vs baseline: +1.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.7%

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

✅ ospathsplit_aspect

Time: ✅ 4.913µs (SLO: <10.000µs 📉 -50.9%) vs baseline: +0.2%

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

✅ ospathsplit_noaspect

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.5%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.693µs (SLO: <10.000µs 📉 -63.1%) vs baseline: +0.6%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.698µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.4%

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

✅ ospathsplitext_aspect

Time: ✅ 4.580µs (SLO: <10.000µs 📉 -54.2%) vs baseline: +0.3%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.393µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.9%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.441µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +2.6%

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

✅ rsplit_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -2.1%

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

✅ split_aspect

Time: ✅ 1.433µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.7%

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

✅ split_noaspect

Time: ✅ 0.570µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.3%

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

✅ splitlines_aspect

Time: ✅ 1.430µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.9%

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

✅ splitlines_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.1%

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.105µs (SLO: <60.000µs 📉 -18.2%) vs baseline: -0.6%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.884ms (SLO: <42.000ms -2.7%) vs baseline: +1.2%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +5.9%

✅ add-link

Time: ✅ 36.607ms (SLO: <38.550ms -5.0%) vs baseline: +0.7%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 218.910ms (SLO: <232.000ms -5.6%) vs baseline: +0.6%

Memory: ✅ 34.859MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +5.6%

✅ add-tags

Time: ✅ 213.255ms (SLO: <221.600ms -3.8%) vs baseline: +1.0%

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

✅ get-context

Time: ✅ 29.678ms (SLO: <31.300ms -5.2%) vs baseline: +2.0%

Memory: ✅ 34.623MB (SLO: <39.000MB 📉 -11.2%) vs baseline: +5.2%

✅ is-recording

Time: ✅ 29.570ms (SLO: <31.000ms -4.6%) vs baseline: +1.3%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 63.052ms (SLO: <65.850ms -4.2%) vs baseline: +0.5%

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +4.9%

✅ set-status

Time: ✅ 32.414ms (SLO: <34.150ms -5.1%) vs baseline: +1.3%

Memory: ✅ 34.918MB (SLO: <39.000MB 📉 -10.5%) vs baseline: +5.9%

✅ start

Time: ✅ 28.843ms (SLO: <30.150ms -4.3%) vs baseline: +0.4%

Memory: ✅ 34.741MB (SLO: <39.000MB 📉 -10.9%) vs baseline: +5.5%

✅ start-finish

Time: ✅ 33.813ms (SLO: <35.350ms -4.3%) vs baseline: -1.2%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +6.1%

✅ start-finish-telemetry

Time: ✅ 33.950ms (SLO: <35.450ms -4.2%) vs baseline: -0.7%

Memory: ✅ 34.878MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +5.5%

✅ update-name

Time: ✅ 31.167ms (SLO: <33.400ms -6.7%) vs baseline: +0.5%

Memory: ✅ 34.819MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +5.9%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.315ms (SLO: <354.300ms -3.1%) vs baseline: +0.2%

Memory: ✅ 37.936MB (SLO: <40.000MB -5.2%) vs baseline: +4.0%

✅ cache_on

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

Memory: ✅ 37.291MB (SLO: <39.000MB -4.4%) vs baseline: +4.3%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.252µs (SLO: <170.000µs -8.7%) vs baseline: +0.5%

Memory: ✅ 37.384MB (SLO: <38.500MB -2.9%) vs baseline: +4.0%

✅ import_many_cached

Time: ✅ 121.365µs (SLO: <130.000µs -6.6%) vs baseline: -0.5%

Memory: ✅ 37.237MB (SLO: <38.500MB -3.3%) vs baseline: +4.3%

✅ import_many_stdlib

Time: ✅ 1.628ms (SLO: <1.750ms -7.0%) vs baseline: +0.2%

Memory: ✅ 37.462MB (SLO: <38.500MB -2.7%) vs baseline: +4.3%

✅ import_many_stdlib_cached

Time: ✅ 0.975ms (SLO: <1.100ms 📉 -11.3%) vs baseline: ~same

Memory: ✅ 37.505MB (SLO: <38.500MB -2.6%) vs baseline: +4.6%

✅ import_many_unknown

Time: ✅ 831.603µs (SLO: <890.000µs -6.6%) vs baseline: -0.3%

Memory: ✅ 37.499MB (SLO: <38.500MB -2.6%) vs baseline: +4.7%

✅ import_many_unknown_cached

Time: ✅ 789.456µs (SLO: <870.000µs -9.3%) vs baseline: -0.6%

Memory: ✅ 37.572MB (SLO: <38.500MB -2.4%) vs baseline: +5.1%

✅ import_one

Time: ✅ 19.835µs (SLO: <30.000µs 📉 -33.9%) vs baseline: +0.6%

Memory: ✅ 37.283MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ import_one_cache

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

Memory: ✅ 37.200MB (SLO: <38.500MB -3.4%) vs baseline: +3.8%

✅ import_one_stdlib

Time: ✅ 18.682µs (SLO: <20.000µs -6.6%) vs baseline: -0.4%

Memory: ✅ 37.320MB (SLO: <38.500MB -3.1%) vs baseline: +4.3%

✅ import_one_stdlib_cache

Time: ✅ 6.317µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.7%

Memory: ✅ 37.334MB (SLO: <38.500MB -3.0%) vs baseline: +4.7%

✅ import_one_unknown

Time: ✅ 45.731µs (SLO: <50.000µs -8.5%) vs baseline: ~same

Memory: ✅ 37.332MB (SLO: <38.500MB -3.0%) vs baseline: +5.0%

✅ import_one_unknown_cache

Time: ✅ 6.311µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.9%

Memory: ✅ 37.195MB (SLO: <38.500MB -3.4%) vs baseline: +4.3%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.361µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.9%

✅ high_rate_limit

Time: ✅ 2.412µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.9%

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

✅ long_window

Time: ✅ 2.363µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.4%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.1%

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

✅ no_rate_limit

Time: ✅ 0.835µs (SLO: <10.000µs 📉 -91.6%) vs baseline: +0.5%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.8%

✅ short_window

Time: ✅ 2.505µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.2%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.9%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.220ms (SLO: <320.950ms -3.7%) vs baseline: -0.2%

Memory: ✅ 32.853MB (SLO: <34.500MB -4.8%) vs baseline: +4.8%

✅ deep-profiled

Time: ✅ 328.001ms (SLO: <359.150ms -8.7%) vs baseline: ~same

Memory: ✅ 37.293MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ medium

Time: ✅ 7.055ms (SLO: <7.400ms -4.7%) vs baseline: +0.3%

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

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%) vs baseline: +0.1%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.4%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.067µs (SLO: <290.000µs 📉 -53.1%) vs baseline: -1.4%

Memory: ✅ 32.224MB (SLO: <34.000MB -5.2%) vs baseline: +4.9%

✅ high_match

Time: ✅ 174.413µs (SLO: <480.000µs 📉 -63.7%) vs baseline: ~same

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.5%

✅ low_match

Time: ✅ 99.591µs (SLO: <120.000µs 📉 -17.0%) vs baseline: +0.1%

Memory: ✅ 600.880MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.682ms (SLO: <8.500ms 📉 -68.5%) vs baseline: -0.1%

Memory: ✅ 68.358MB (SLO: <75.000MB -8.9%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.559µs (SLO: <20.000µs 📉 -47.2%) vs baseline: +1.0%

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

✅ all-enabled

Time: ✅ 40.092µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.3%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

✅ collectipvariant_exists

Time: ✅ 40.690µs (SLO: <50.000µs 📉 -18.6%) vs baseline: -0.7%

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

✅ no-collectipvariant

Time: ✅ 40.038µs (SLO: <50.000µs 📉 -19.9%) vs baseline: -0.6%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.2%

✅ no-useragentvariant

Time: ✅ 38.644µs (SLO: <50.000µs 📉 -22.7%) vs baseline: -1.1%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +4.5%

✅ obfuscation-no-query

Time: ✅ 40.464µs (SLO: <50.000µs 📉 -19.1%) vs baseline: -0.9%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.660µs (SLO: <90.000µs 📉 -15.9%) vs baseline: ~same

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.410µs (SLO: <90.000µs 📉 -15.1%) vs baseline: -0.3%

Memory: ✅ 33.030MB (SLO: <34.000MB -2.9%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.986µs (SLO: <170.000µs -9.4%) vs baseline: -0.3%

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.328µs (SLO: <160.000µs -7.3%) vs baseline: -0.2%

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.638µs (SLO: <170.000µs -9.0%) vs baseline: ~same

Memory: ✅ 32.971MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.507µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

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

✅ useragentvariant_exists_2

Time: ✅ 40.584µs (SLO: <50.000µs 📉 -18.8%) vs baseline: -0.8%

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

✅ useragentvariant_exists_3

Time: ✅ 39.956µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.5%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.1%

✅ useragentvariant_not_exists_1

Time: ✅ 39.384µs (SLO: <50.000µs 📉 -21.2%) vs baseline: -0.5%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.453µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.4%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

✅ tracer - 6/6

✅ large

Time: ✅ 30.319ms (SLO: <32.950ms -8.0%) vs baseline: +0.8%

Memory: ✅ 32.834MB (SLO: <34.500MB -4.8%) vs baseline: +3.4%

✅ medium

Time: ✅ 2.987ms (SLO: <3.200ms -6.7%) vs baseline: +0.9%

Memory: ✅ 32.224MB (SLO: <34.000MB -5.2%) vs baseline: +5.1%

✅ small

Time: ✅ 333.467µs (SLO: <370.000µs -9.9%) vs baseline: -0.3%

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

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

duncanpharvey added 4 commits October 15, 2025 11:21

recommend import ddtrace.auto instead of patch

336380f

call _finish_span directly instead of using the ctx.span context manager

6b135de

add typing to azure integration util functions

266078d

add event hubs function trigger to finish span handler

5951f34

duncanpharvey added the changelog/no-changelog A changelog entry is not required for this PR. label Oct 16, 2025

Merge branch 'main' into duncan-harvey/azure-integrations-cleanup

ccd3bfe

duncanpharvey marked this pull request as ready for review October 17, 2025 15:30

duncanpharvey requested review from a team as code owners October 17, 2025 15:30

duncanpharvey requested review from brettlangdon, rachelyangdog and wconti27 October 17, 2025 15:30

jcstorms1 approved these changes Oct 17, 2025

View reviewed changes

chore(azure): add typing, call _finish_span, and use ddtrace.auto #14922

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chore(azure): add typing, call _finish_span, and use ddtrace.auto #14922

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duncanpharvey commented Oct 16, 2025

Description

Testing

Risks

Additional Notes

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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

✅ 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

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ update-name

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

github-actions bot commented Oct 16, 2025 •

edited

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pr-commenter bot commented Oct 16, 2025 •

edited

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