feat(aiokafka): add APM support for aiokafka #15111

dubloom · 2025-11-03T08:55:22Z

Description

Introduces new aiokafka integration providing instrumentation for AIOKafkaProducer.send, AIOKafkaConsumer.getone/getmany, and commit.
Supports optional distributed tracing via message headers when DD_KAFKA_PROPAGATION_ENABLED=true.

DSM support will be added in a follow-up PR.

Testing

Added snapshot tests in test_aiokafka.py

This is a follow up of #10068
Thanks for your initial initial contribution @ls-pieter-vanisacker

github-actions · 2025-11-03T08:56:02Z

CODEOWNERS have been resolved as:

.riot/requirements/13e0d21.txt                                          @DataDog/apm-python
.riot/requirements/1c72bfb.txt                                          @DataDog/apm-python
.riot/requirements/1ded764.txt                                          @DataDog/apm-python
.riot/requirements/329b0ed.txt                                          @DataDog/apm-python
.riot/requirements/4532043.txt                                          @DataDog/apm-python
.riot/requirements/538f024.txt                                          @DataDog/apm-python
.riot/requirements/65c09d3.txt                                          @DataDog/apm-python
.riot/requirements/c6f2827.txt                                          @DataDog/apm-python
.riot/requirements/e580d94.txt                                          @DataDog/apm-python
.riot/requirements/fbd9c5b.txt                                          @DataDog/apm-python
.riot/requirements/fbe6b3d.txt                                          @DataDog/apm-python
.riot/requirements/fe1d595.txt                                          @DataDog/apm-python
ddtrace/contrib/internal/aiokafka/__init__.py                           @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/aiokafka/patch.py                              @DataDog/apm-core-python @DataDog/apm-idm-python
releasenotes/notes/feat-aiokafka-support-d292e199c2a6e72c.yaml          @DataDog/apm-python
tests/contrib/aiokafka/__init__.py                                      @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/aiokafka/test_aiokafka.py                                 @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/aiokafka/test_aiokafka_patch.py                           @DataDog/apm-core-python @DataDog/apm-idm-python
tests/contrib/aiokafka/utils.py                                         @DataDog/apm-core-python @DataDog/apm-idm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_getmany_multiple_messages_multiple_topics.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_getmany_multiple_messages_multiple_topics_with_distributed_tracing.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_getmany_single_message.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_commit_with_offset.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_failure.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_key[None].json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_key[test_key].json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_value[None].json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_value[hueh_hueh_hueh].json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_with_distributed_tracing.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_commit.json  @DataDog/apm-python
tests/snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_multiple_servers.json  @DataDog/apm-python
ddtrace/_monkey.py                                                      @DataDog/apm-core-python
ddtrace/_trace/trace_handlers.py                                        @DataDog/apm-sdk-capabilities-python @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/internal/settings/_config.py                                    @DataDog/python-guild @DataDog/apm-sdk-capabilities-python
docs/integrations.rst                                                   @DataDog/python-guild
docs/spelling_wordlist.txt                                              @DataDog/python-guild
riotfile.py                                                             @DataDog/apm-python
supported_versions_output.json                                          @DataDog/apm-core-python
tests/contrib/suitespec.yml                                             @DataDog/python-guild

Co-authored-by: Pieter Van Isacker <pieter.vanisacker@lightspeedhq.com>

github-actions · 2025-11-03T09:22:20Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 251 ± 3 ms.

The average import time from base is: 259 ± 4 ms.

The import time difference between this PR and base is: -7.8 ± 0.2 ms.

Import time breakdown

The following import paths have appeared:

ddtrace.auto 0.240 ms (0.10%)

ddtrace.bootstrap.sitecustomize 0.240 ms (0.10%)

ddtrace._trace.trace_handlers 0.240 ms (0.10%)

ddtrace.ext.kafka 0.240 ms (0.10%)

The following import paths have grown:

ddtrace.auto 0.126 ms (0.05%)

ddtrace.bootstrap.sitecustomize 0.126 ms (0.05%)

ddtrace._trace.trace_handlers 0.126 ms (0.05%)

The following import paths have shrunk:

ddtrace.auto 7.005 ms (2.79%)

ddtrace.bootstrap.sitecustomize 4.178 ms (1.67%)

ddtrace.bootstrap.preload 4.178 ms (1.67%)

ddtrace.internal.settings.dynamic_instrumentation 0.703 ms (0.28%)

ddtrace.internal.remoteconfig.worker 0.685 ms (0.27%)

ddtrace.internal.remoteconfig.client 0.652 ms (0.26%)

ddtrace 2.827 ms (1.13%)

ddtrace.trace 0.734 ms (0.29%)

ddtrace._logger 0.708 ms (0.28%)

ddtrace.internal.telemetry 0.708 ms (0.28%)

ddtrace.internal.telemetry.writer 0.708 ms (0.28%)

ddtrace.internal.utils.version 0.708 ms (0.28%)

ddtrace.internal._unpatched 0.027 ms (0.01%)

json 0.027 ms (0.01%)

json.decoder 0.027 ms (0.01%)

re 0.027 ms (0.01%)

enum 0.027 ms (0.01%)

types 0.027 ms (0.01%)

pr-commenter · 2025-11-03T09:59:44Z

Performance SLOs

Comparing candidate dubloom/aiokafka-apm (19f672d) with baseline main (30d88d9)

🟡 Near SLO Breach (3 suites)

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 38.469ms (SLO: <47.150ms 📉 -18.4%) vs baseline: +0.1%

Memory: ✅ 38.997MB (SLO: <47.000MB 📉 -17.0%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 256.694ms (SLO: <344.800ms 📉 -25.6%) vs baseline: -0.3%

Memory: ✅ 43.255MB (SLO: <47.500MB -8.9%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 314.672ms (SLO: <321.000ms 🟡 -2.0%) vs baseline: -0.7%

Memory: ✅ 43.256MB (SLO: <47.500MB -8.9%) vs baseline: +4.8%

✅ get-context

Time: ✅ 78.604ms (SLO: <92.350ms 📉 -14.9%) vs baseline: +0.4%

Memory: ✅ 39.318MB (SLO: <46.500MB 📉 -15.4%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 35.913ms (SLO: <44.500ms 📉 -19.3%) vs baseline: -0.2%

Memory: ✅ 38.798MB (SLO: <47.500MB 📉 -18.3%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 56.948ms (SLO: <67.650ms 📉 -15.8%) vs baseline: -0.4%

Memory: ✅ 39.515MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.1%

✅ set-status

Time: ✅ 42.300ms (SLO: <50.400ms 📉 -16.1%) vs baseline: -0.5%

Memory: ✅ 38.798MB (SLO: <47.000MB 📉 -17.5%) vs baseline: +4.8%

✅ start

Time: ✅ 35.466ms (SLO: <43.450ms 📉 -18.4%) vs baseline: +0.4%

Memory: ✅ 38.710MB (SLO: <47.000MB 📉 -17.6%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 81.908ms (SLO: <88.000ms -6.9%) vs baseline: +0.3%

Memory: ✅ 36.628MB (SLO: <46.500MB 📉 -21.2%) vs baseline: +4.8%

✅ start-finish-telemetry

Time: ✅ 83.284ms (SLO: <89.000ms -6.4%) vs baseline: +0.1%

Memory: ✅ 36.667MB (SLO: <46.500MB 📉 -21.1%) vs baseline: +4.9%

✅ update-name

Time: ✅ 36.956ms (SLO: <45.150ms 📉 -18.1%) vs baseline: -0.3%

Memory: ✅ 38.944MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.9%

🟡 span - 26/26

✅ add-event

Time: ✅ 17.400ms (SLO: <22.500ms 📉 -22.7%) vs baseline: +0.6%

Memory: ✅ 36.450MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 87.228ms (SLO: <93.500ms -6.7%) vs baseline: +1.2%

Memory: ✅ 40.825MB (SLO: <53.000MB 📉 -23.0%) vs baseline: +5.4%

✅ add-tags

Time: ✅ 139.145ms (SLO: <155.000ms 📉 -10.2%) vs baseline: ~same

Memory: ✅ 40.462MB (SLO: <53.000MB 📉 -23.7%) vs baseline: +4.8%

✅ get-context

Time: ✅ 16.143ms (SLO: <20.500ms 📉 -21.3%) vs baseline: +1.0%

Memory: ✅ 36.211MB (SLO: <53.000MB 📉 -31.7%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 16.400ms (SLO: <20.500ms 📉 -20.0%) vs baseline: +0.9%

Memory: ✅ 36.170MB (SLO: <53.000MB 📉 -31.8%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 35.284ms (SLO: <40.000ms 📉 -11.8%) vs baseline: -0.2%

Memory: ✅ 36.924MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.7%

✅ set-status

Time: ✅ 17.687ms (SLO: <22.000ms 📉 -19.6%) vs baseline: -0.3%

Memory: ✅ 36.211MB (SLO: <53.000MB 📉 -31.7%) vs baseline: +4.9%

✅ start

Time: ✅ 16.138ms (SLO: <20.500ms 📉 -21.3%) vs baseline: +1.2%

Memory: ✅ 36.193MB (SLO: <53.000MB 📉 -31.7%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 51.550ms (SLO: <52.500ms 🟡 -1.8%) vs baseline: +1.6%

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

✅ start-finish-telemetry

Time: ✅ 52.725ms (SLO: <54.500ms -3.3%) vs baseline: +1.4%

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

✅ start-finish-traceid128

Time: ✅ 53.769ms (SLO: <57.000ms -5.7%) vs baseline: -0.2%

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

✅ start-traceid128

Time: ✅ 16.441ms (SLO: <22.500ms 📉 -26.9%) vs baseline: +1.2%

Memory: ✅ 36.226MB (SLO: <53.000MB 📉 -31.6%) vs baseline: +4.8%

✅ update-name

Time: ✅ 16.528ms (SLO: <22.000ms 📉 -24.9%) vs baseline: +0.8%

Memory: ✅ 36.427MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +4.9%

🟡 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.946µs (SLO: <20.000µs 📉 -85.3%) vs baseline: -0.2%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.8%

✅ 1-count-metrics-100-times

Time: ✅ 198.062µs (SLO: <220.000µs -10.0%) vs baseline: -1.9%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.2%

✅ 1-distribution-metric-1-times

Time: ✅ 3.360µs (SLO: <20.000µs 📉 -83.2%) vs baseline: +0.9%

Memory: ✅ 34.446MB (SLO: <35.500MB -3.0%) vs baseline: +4.7%

✅ 1-distribution-metrics-100-times

Time: ✅ 215.642µs (SLO: <220.000µs 🟡 -2.0%) vs baseline: -0.7%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.184µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.5%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 138.042µs (SLO: <150.000µs -8.0%) vs baseline: +0.7%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ 1-rate-metric-1-times

Time: ✅ 3.124µs (SLO: <20.000µs 📉 -84.4%) vs baseline: +0.3%

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%

✅ 1-rate-metrics-100-times

Time: ✅ 212.326µs (SLO: <250.000µs 📉 -15.1%) vs baseline: -0.9%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%

✅ 100-count-metrics-100-times

Time: ✅ 19.943ms (SLO: <22.000ms -9.3%) vs baseline: +0.2%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.2%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.262ms (SLO: <2.300ms 🟡 -1.6%) vs baseline: -1.7%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.419ms (SLO: <1.550ms -8.4%) vs baseline: +0.9%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.191ms (SLO: <2.550ms 📉 -14.1%) vs baseline: +0.5%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.8%

✅ flush-1-metric

Time: ✅ 4.682µs (SLO: <20.000µs 📉 -76.6%) vs baseline: +1.9%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 174.366µs (SLO: <250.000µs 📉 -30.3%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.113ms (SLO: <2.500ms 📉 -15.5%) vs baseline: -0.1%

Memory: ✅ 35.311MB (SLO: <36.500MB -3.3%) vs baseline: +4.9%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.264µs (SLO: <20.000µs 📉 -33.7%) vs baseline: -0.1%

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

✅ context_with_data_no_listeners

Time: ✅ 3.257µs (SLO: <10.000µs 📉 -67.4%) vs baseline: -1.3%

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

✅ get_item_exists

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

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.9%

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

✅ set_item

Time: ✅ 24.202µs (SLO: <30.000µs 📉 -19.3%) vs baseline: ~same

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.8%

✅ All Tests Passing (19 suites)

✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.253ms (SLO: <22.300ms 📉 -13.7%) vs baseline: ~same

Memory: ✅ 67.869MB (SLO: <70.500MB -3.7%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.339ms (SLO: <1.450ms -7.6%) vs baseline: +0.8%

Memory: ✅ 66.021MB (SLO: <67.500MB -2.2%) vs baseline: +4.7%

✅ iast

Time: ✅ 19.298ms (SLO: <22.250ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 67.731MB (SLO: <70.000MB -3.2%) vs baseline: +4.6%

✅ profiler

Time: ✅ 15.629ms (SLO: <16.550ms -5.6%) vs baseline: +0.7%

Memory: ✅ 55.867MB (SLO: <57.500MB -2.8%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.390ms (SLO: <21.750ms 📉 -10.9%) vs baseline: +0.3%

Memory: ✅ 67.830MB (SLO: <70.500MB -3.8%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 22.768ms (SLO: <28.200ms 📉 -19.3%) vs baseline: -0.4%

Memory: ✅ 69.127MB (SLO: <71.000MB -2.6%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.335ms (SLO: <21.750ms 📉 -11.1%) vs baseline: +0.2%

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

✅ tracer-and-profiler

Time: ✅ 21.371ms (SLO: <23.500ms -9.1%) vs baseline: -0.2%

Memory: ✅ 69.029MB (SLO: <71.000MB -2.8%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.278ms (SLO: <21.500ms 📉 -10.3%) vs baseline: ~same

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.623ms (SLO: <17.500ms -5.0%) vs baseline: ~same

Memory: ✅ 67.672MB (SLO: <70.000MB -3.3%) vs baseline: +4.5%

✅ tracer-native

Time: ✅ 19.308ms (SLO: <21.750ms 📉 -11.2%) vs baseline: -0.2%

Memory: ✅ 67.810MB (SLO: <72.500MB -6.5%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 17.270ms (SLO: <19.650ms 📉 -12.1%) vs baseline: -0.4%

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

✅ tracer-no-databases

Time: ✅ 18.751ms (SLO: <20.100ms -6.7%) vs baseline: +0.2%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 18.989ms (SLO: <21.500ms 📉 -11.7%) vs baseline: +0.1%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.128ms (SLO: <22.000ms 📉 -13.1%) vs baseline: ~same

Memory: ✅ 67.706MB (SLO: <70.500MB -4.0%) vs baseline: +4.8%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.389ms (SLO: <19.850ms 📉 -17.4%) vs baseline: +0.5%

Memory: ✅ 67.760MB (SLO: <70.000MB -3.2%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 16.359ms (SLO: <19.400ms 📉 -15.7%) vs baseline: ~same

Memory: ✅ 67.784MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.337ms (SLO: <19.450ms 📉 -16.0%) vs baseline: +0.1%

Memory: ✅ 67.796MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.079ms (SLO: <2.300ms -9.6%) vs baseline: +0.2%

Memory: ✅ 54.205MB (SLO: <56.500MB -4.1%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.072ms (SLO: <2.250ms -7.9%) vs baseline: ~same

Memory: ✅ 54.185MB (SLO: <56.500MB -4.1%) vs baseline: +4.5%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms -10.0%) vs baseline: -0.1%

Memory: ✅ 54.264MB (SLO: <56.500MB -4.0%) vs baseline: +4.6%

✅ flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.581ms (SLO: <4.750ms -3.6%) vs baseline: ~same

Memory: ✅ 64.044MB (SLO: <66.500MB -3.7%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 6.613ms (SLO: <6.750ms -2.0%) vs baseline: ~same

Memory: ✅ 64.434MB (SLO: <66.500MB -3.1%) vs baseline: +5.2%

✅ appsec-telemetry

Time: ✅ 4.581ms (SLO: <4.750ms -3.5%) vs baseline: -0.4%

Memory: ✅ 64.100MB (SLO: <66.500MB -3.6%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.855ms (SLO: <2.000ms -7.3%) vs baseline: +0.1%

Memory: ✅ 47.893MB (SLO: <49.500MB -3.2%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.872ms (SLO: <2.000ms -6.4%) vs baseline: +0.6%

Memory: ✅ 44.431MB (SLO: <49.000MB -9.3%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.925ms (SLO: <2.100ms -8.3%) vs baseline: -0.2%

Memory: ✅ 48.400MB (SLO: <50.000MB -3.2%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.368ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 54.735MB (SLO: <56.000MB -2.3%) vs baseline: +5.6%

✅ tracer

Time: ✅ 3.358ms (SLO: <3.650ms -8.0%) vs baseline: +0.1%

Memory: ✅ 54.460MB (SLO: <56.500MB -3.6%) vs baseline: +5.2%

✅ tracer-native

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: -0.5%

Memory: ✅ 54.553MB (SLO: <60.000MB -9.1%) vs baseline: +5.2%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.963ms (SLO: <4.200ms -5.6%) vs baseline: -0.4%

Memory: ✅ 64.310MB (SLO: <66.000MB -2.6%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.426ms (SLO: <2.800ms 📉 -13.4%) vs baseline: -0.9%

Memory: ✅ 60.575MB (SLO: <62.500MB -3.1%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.066ms (SLO: <2.250ms -8.2%) vs baseline: +0.3%

Memory: ✅ 54.559MB (SLO: <56.500MB -3.4%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.649µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +1.2%

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

✅ b3_headers

Time: ✅ 14.228µs (SLO: <20.000µs 📉 -28.9%) vs baseline: -0.6%

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

✅ b3_single_headers

Time: ✅ 13.477µs (SLO: <20.000µs 📉 -32.6%) vs baseline: +1.7%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.263µs (SLO: <80.000µs 📉 -19.7%) vs baseline: +0.8%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 67.854µs (SLO: <80.000µs 📉 -15.2%) vs baseline: +2.4%

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

✅ empty_headers

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%

✅ full_t_id_datadog_headers

Time: ✅ 22.481µs (SLO: <30.000µs 📉 -25.1%) vs baseline: +0.2%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ invalid_priority_header

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.2%

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

✅ invalid_span_id_header

Time: ✅ 6.514µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.6%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%

✅ invalid_tags_header

Time: ✅ 6.514µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.1%

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

✅ invalid_trace_id_header

Time: ✅ 6.579µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.551µs (SLO: <30.000µs -8.2%) vs baseline: -0.7%

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

✅ large_valid_headers_all

Time: ✅ 28.662µs (SLO: <40.000µs 📉 -28.3%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.891µs (SLO: <20.000µs 📉 -50.5%) vs baseline: +0.2%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.1%

✅ medium_valid_headers_all

Time: ✅ 11.311µs (SLO: <20.000µs 📉 -43.4%) vs baseline: +0.3%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ none_propagation_style

Time: ✅ 1.703µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.3%

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +4.7%

✅ tracecontext_headers

Time: ✅ 35.265µs (SLO: <40.000µs 📉 -11.8%) vs baseline: +0.6%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.1%

✅ valid_headers_all

Time: ✅ 6.509µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.2%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.7%

✅ valid_headers_basic

Time: ✅ 6.155µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +1.5%

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

✅ wsgi_empty_headers

Time: ✅ 1.590µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.7%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.2%

✅ wsgi_invalid_priority_header

Time: ✅ 6.698µs (SLO: <10.000µs 📉 -33.0%) vs baseline: +2.0%

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%) vs baseline: +5.3%

✅ wsgi_invalid_span_id_header

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

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

✅ wsgi_invalid_tags_header

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

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.593µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.2%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.870µs (SLO: <40.000µs 📉 -27.8%) vs baseline: +0.3%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.930µs (SLO: <40.000µs 📉 -25.2%) vs baseline: ~same

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.127µs (SLO: <20.000µs 📉 -49.4%) vs baseline: ~same

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.603µs (SLO: <20.000µs 📉 -42.0%) vs baseline: ~same

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

✅ wsgi_valid_headers_all

Time: ✅ 6.577µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.6%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.109µs (SLO: <10.000µs 📉 -38.9%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.038µs (SLO: <30.000µs 📉 -29.9%) vs baseline: +0.9%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%

✅ with_all

Time: ✅ 28.324µs (SLO: <40.000µs 📉 -29.2%) vs baseline: +2.1%

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

✅ with_dd_origin

Time: ✅ 25.277µs (SLO: <30.000µs 📉 -15.7%) vs baseline: +2.4%

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

✅ with_priority_and_origin

Time: ✅ 24.140µs (SLO: <40.000µs 📉 -39.7%) vs baseline: +0.6%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 20.821µs (SLO: <30.000µs 📉 -30.6%) vs baseline: +0.6%

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 25.768µs (SLO: <40.000µs 📉 -35.6%) vs baseline: -0.6%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.6%

✅ with_tags_invalid

Time: ✅ 27.215µs (SLO: <40.000µs 📉 -32.0%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.7%

✅ with_tags_max_size

Time: ✅ 27.590µs (SLO: <40.000µs 📉 -31.0%) vs baseline: +5.1%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.029µs (SLO: <40.000µs 📉 -19.9%) vs baseline: +0.7%

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

✅ re_expand_noaspect

Time: ✅ 28.546µs (SLO: <40.000µs 📉 -28.6%) vs baseline: ~same

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%

✅ re_findall_aspect

Time: ✅ 2.925µs (SLO: <10.000µs 📉 -70.7%) vs baseline: +0.6%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +5.2%

✅ re_findall_noaspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +1.0%

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

✅ re_finditer_aspect

Time: ✅ 4.384µs (SLO: <10.000µs 📉 -56.2%) vs baseline: -0.2%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +4.8%

✅ re_finditer_noaspect

Time: ✅ 1.414µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.4%

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

✅ re_fullmatch_aspect

Time: ✅ 2.666µs (SLO: <10.000µs 📉 -73.3%) vs baseline: -1.2%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%

✅ re_fullmatch_noaspect

Time: ✅ 1.326µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +2.6%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +5.0%

✅ re_group_aspect

Time: ✅ 2.913µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.2%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.3%

✅ re_group_noaspect

Time: ✅ 1.637µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +1.1%

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

✅ re_groups_aspect

Time: ✅ 3.051µs (SLO: <10.000µs 📉 -69.5%) vs baseline: +0.4%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.4%

✅ re_groups_noaspect

Time: ✅ 1.724µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.2%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 2.720µs (SLO: <10.000µs 📉 -72.8%) vs baseline: +0.4%

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

✅ re_match_noaspect

Time: ✅ 1.324µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +2.2%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ re_search_aspect

Time: ✅ 2.525µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +0.5%

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

✅ re_search_noaspect

Time: ✅ 1.207µs (SLO: <10.000µs 📉 -87.9%) vs baseline: +0.6%

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

✅ re_sub_aspect

Time: ✅ 3.366µs (SLO: <10.000µs 📉 -66.3%) vs baseline: ~same

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

✅ re_sub_noaspect

Time: ✅ 1.524µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.3%

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

✅ re_subn_aspect

Time: ✅ 3.607µs (SLO: <10.000µs 📉 -63.9%) vs baseline: -0.1%

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

✅ re_subn_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.4%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.7%

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

✅ add_inplace_aspect

Time: ✅ 0.412µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.8%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +5.0%

✅ add_inplace_noaspect

Time: ✅ 0.319µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.5%

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

✅ add_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.3%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +3.9%

✅ bytearray_aspect

Time: ✅ 1.332µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.6%

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

✅ bytearray_extend_aspect

Time: ✅ 1.534µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.1%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +5.5%

✅ bytearray_extend_noaspect

Time: ✅ 0.619µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +1.7%

Memory: ✅ 39.381MB (SLO: <41.500MB -5.1%) vs baseline: +5.0%

✅ bytearray_noaspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.5%

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

✅ bytes_aspect

Time: ✅ 1.279µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -1.0%

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

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.5%

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

✅ bytesio_aspect

Time: ✅ 1.294µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -1.2%

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

✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.0%

✅ capitalize_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.7%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.0%

✅ capitalize_noaspect

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

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

✅ casefold_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.3%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.8%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.1%

✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -1.1%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +3.9%

✅ decode_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.3%

Memory: ✅ 39.558MB (SLO: <41.500MB -4.7%) vs baseline: +4.3%

✅ encode_aspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.9%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.0%

✅ encode_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.8%

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

✅ format_aspect

Time: ✅ 3.350µs (SLO: <10.000µs 📉 -66.5%) vs baseline: +0.3%

Memory: ✅ 39.341MB (SLO: <41.500MB -5.2%) vs baseline: +4.5%

✅ format_map_aspect

Time: ✅ 3.477µs (SLO: <10.000µs 📉 -65.2%) vs baseline: -1.3%

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

✅ format_map_noaspect

Time: ✅ 0.773µs (SLO: <10.000µs 📉 -92.3%) vs baseline: +0.4%

Memory: ✅ 39.597MB (SLO: <41.500MB -4.6%) vs baseline: +5.4%

✅ format_noaspect

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

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.0%

✅ index_aspect

Time: ✅ 0.351µs (SLO: <10.000µs 📉 -96.5%) vs baseline: -1.9%

Memory: ✅ 39.538MB (SLO: <41.500MB -4.7%) vs baseline: +5.3%

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.3%

Memory: ✅ 39.558MB (SLO: <41.500MB -4.7%) vs baseline: +4.4%

✅ join_aspect

Time: ✅ 1.392µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.5%

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

✅ join_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.1%

✅ ljust_aspect

Time: ✅ 2.528µs (SLO: <20.000µs 📉 -87.4%) vs baseline: +1.6%

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

✅ ljust_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.9%

Memory: ✅ 39.400MB (SLO: <41.500MB -5.1%) vs baseline: +4.4%

✅ lower_aspect

Time: ✅ 2.190µs (SLO: <10.000µs 📉 -78.1%) vs baseline: ~same

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

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.8%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +4.1%

✅ lstrip_aspect

Time: ✅ 2.211µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.2%

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

✅ lstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.5%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.2%

✅ modulo_aspect

Time: ✅ 1.036µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.9%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +4.0%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.555µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.1%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes

Time: ✅ 0.981µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.6%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.260µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +0.8%

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

✅ modulo_noaspect

Time: ✅ 0.629µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.4%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.4%

✅ replace_aspect

Time: ✅ 4.860µs (SLO: <10.000µs 📉 -51.4%) vs baseline: -0.3%

Memory: ✅ 39.341MB (SLO: <41.500MB -5.2%) vs baseline: +4.8%

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.8%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +4.2%

✅ repr_aspect

Time: ✅ 0.909µs (SLO: <10.000µs 📉 -90.9%) vs baseline: ~same

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +5.2%

✅ repr_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.6%

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

✅ rstrip_aspect

Time: ✅ 1.877µs (SLO: <20.000µs 📉 -90.6%) vs baseline: +0.1%

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

✅ rstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +4.3%

✅ slice_aspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.9%

Memory: ✅ 39.597MB (SLO: <41.500MB -4.6%) vs baseline: +5.4%

✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: ~same

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

✅ stringio_aspect

Time: ✅ 1.537µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.6%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.7%

✅ stringio_noaspect

Time: ✅ 0.720µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +1.3%

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

✅ strip_aspect

Time: ✅ 2.174µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -1.4%

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

✅ strip_noaspect

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

Memory: ✅ 39.617MB (SLO: <41.500MB -4.5%) vs baseline: +4.4%

✅ swapcase_aspect

Time: ✅ 2.418µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +1.9%

Memory: ✅ 39.499MB (SLO: <41.500MB -4.8%) vs baseline: +5.2%

✅ swapcase_noaspect

Time: ✅ 0.533µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -1.1%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +3.9%

✅ title_aspect

Time: ✅ 2.336µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +1.1%

Memory: ✅ 39.440MB (SLO: <41.500MB -5.0%) vs baseline: +5.2%

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.2%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.0%

✅ translate_aspect

Time: ✅ 3.209µs (SLO: <10.000µs 📉 -67.9%) vs baseline: +0.2%

Memory: ✅ 39.459MB (SLO: <41.500MB -4.9%) vs baseline: +4.7%

✅ translate_noaspect

Time: ✅ 1.039µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.1%

Memory: ✅ 39.420MB (SLO: <41.500MB -5.0%) vs baseline: +4.4%

✅ upper_aspect

Time: ✅ 2.208µs (SLO: <10.000µs 📉 -77.9%) vs baseline: +0.7%

Memory: ✅ 39.617MB (SLO: <41.500MB -4.5%) vs baseline: +5.4%

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.3%

Memory: ✅ 39.479MB (SLO: <41.500MB -4.9%) vs baseline: +4.4%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.436µs (SLO: <10.000µs 📉 -55.6%) vs baseline: +2.7%

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

✅ ospathbasename_noaspect

Time: ✅ 1.097µs (SLO: <10.000µs 📉 -89.0%) vs baseline: +0.5%

Memory: ✅ 39.990MB (SLO: <41.000MB -2.5%) vs baseline: +5.1%

✅ ospathjoin_aspect

Time: ✅ 6.207µs (SLO: <10.000µs 📉 -37.9%) vs baseline: +0.5%

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

✅ ospathjoin_noaspect

Time: ✅ 2.297µs (SLO: <10.000µs 📉 -77.0%) vs baseline: -0.7%

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

✅ ospathnormcase_aspect

Time: ✅ 3.536µs (SLO: <10.000µs 📉 -64.6%) vs baseline: -0.4%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.6%

✅ ospathnormcase_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.2%

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

✅ ospathsplit_aspect

Time: ✅ 4.830µs (SLO: <10.000µs 📉 -51.7%) vs baseline: ~same

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

✅ ospathsplit_noaspect

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.7%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.713µs (SLO: <10.000µs 📉 -62.9%) vs baseline: -1.5%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.705µs (SLO: <10.000µs 📉 -92.9%) vs baseline: ~same

Memory: ✅ 39.970MB (SLO: <41.000MB -2.5%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 4.577µs (SLO: <10.000µs 📉 -54.2%) vs baseline: -0.8%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.385µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.4%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.5%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.378µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.6%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.6%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%

✅ split_aspect

Time: ✅ 1.363µs (SLO: <10.000µs 📉 -86.4%) vs baseline: ~same

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

✅ split_noaspect

Time: ✅ 0.573µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.5%

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

✅ splitlines_aspect

Time: ✅ 1.380µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.7%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.2%

✅ splitlines_noaspect

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

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.5%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.445ms (SLO: <42.000ms -3.7%) vs baseline: +0.2%

Memory: ✅ 36.943MB (SLO: <39.000MB -5.3%) vs baseline: +4.7%

✅ add-link

Time: ✅ 36.393ms (SLO: <38.550ms -5.6%) vs baseline: +1.0%

Memory: ✅ 36.903MB (SLO: <39.000MB -5.4%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 218.410ms (SLO: <232.000ms -5.9%) vs baseline: +0.2%

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

✅ add-tags

Time: ✅ 211.602ms (SLO: <221.600ms -4.5%) vs baseline: ~same

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

✅ get-context

Time: ✅ 29.181ms (SLO: <31.300ms -6.8%) vs baseline: +0.8%

Memory: ✅ 36.884MB (SLO: <39.000MB -5.4%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 29.004ms (SLO: <31.000ms -6.4%) vs baseline: -0.4%

Memory: ✅ 36.943MB (SLO: <39.000MB -5.3%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 63.019ms (SLO: <65.850ms -4.3%) vs baseline: +0.4%

Memory: ✅ 36.962MB (SLO: <39.000MB -5.2%) vs baseline: +5.0%

✅ set-status

Time: ✅ 31.763ms (SLO: <34.150ms -7.0%) vs baseline: -0.1%

Memory: ✅ 36.923MB (SLO: <39.000MB -5.3%) vs baseline: +4.6%

✅ start

Time: ✅ 28.702ms (SLO: <30.150ms -4.8%) vs baseline: +0.4%

Memory: ✅ 36.844MB (SLO: <39.000MB -5.5%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 34.039ms (SLO: <35.350ms -3.7%) vs baseline: +0.6%

Memory: ✅ 36.962MB (SLO: <39.000MB -5.2%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 33.772ms (SLO: <35.450ms -4.7%) vs baseline: +0.3%

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

✅ update-name

Time: ✅ 30.962ms (SLO: <33.400ms -7.3%) vs baseline: -0.5%

Memory: ✅ 36.884MB (SLO: <39.000MB -5.4%) vs baseline: +4.6%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 340.187ms (SLO: <354.300ms -4.0%) vs baseline: -0.8%

Memory: ✅ 40.466MB (SLO: <41.500MB -2.5%) vs baseline: +4.1%

✅ cache_on

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

Memory: ✅ 39.993MB (SLO: <41.000MB -2.5%) vs baseline: +4.6%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.266µs (SLO: <170.000µs -8.7%) vs baseline: -0.2%

Memory: ✅ 38.970MB (SLO: <41.000MB -5.0%) vs baseline: +4.5%

✅ import_many_cached

Time: ✅ 121.299µs (SLO: <130.000µs -6.7%) vs baseline: ~same

Memory: ✅ 39.318MB (SLO: <41.000MB -4.1%) vs baseline: +5.3%

✅ import_many_stdlib

Time: ✅ 1.634ms (SLO: <1.750ms -6.6%) vs baseline: -0.7%

Memory: ✅ 39.123MB (SLO: <41.000MB -4.6%) vs baseline: +4.4%

✅ import_many_stdlib_cached

Time: ✅ 0.977ms (SLO: <1.100ms 📉 -11.1%) vs baseline: -1.6%

Memory: ✅ 39.239MB (SLO: <41.000MB -4.3%) vs baseline: +4.9%

✅ import_many_unknown

Time: ✅ 833.574µs (SLO: <890.000µs -6.3%) vs baseline: -0.5%

Memory: ✅ 39.285MB (SLO: <41.000MB -4.2%) vs baseline: +5.0%

✅ import_many_unknown_cached

Time: ✅ 791.688µs (SLO: <870.000µs -9.0%) vs baseline: -0.6%

Memory: ✅ 39.112MB (SLO: <41.000MB -4.6%) vs baseline: +4.6%

✅ import_one

Time: ✅ 19.640µs (SLO: <30.000µs 📉 -34.5%) vs baseline: -0.7%

Memory: ✅ 38.999MB (SLO: <41.000MB -4.9%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.252µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.9%

Memory: ✅ 39.164MB (SLO: <41.000MB -4.5%) vs baseline: +5.1%

✅ import_one_stdlib

Time: ✅ 18.643µs (SLO: <20.000µs -6.8%) vs baseline: -0.3%

Memory: ✅ 39.122MB (SLO: <41.000MB -4.6%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.230µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -1.1%

Memory: ✅ 38.975MB (SLO: <41.000MB -4.9%) vs baseline: +4.4%

✅ import_one_unknown

Time: ✅ 45.596µs (SLO: <50.000µs -8.8%) vs baseline: +1.2%

Memory: ✅ 39.153MB (SLO: <41.000MB -4.5%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.4%

Memory: ✅ 39.067MB (SLO: <41.000MB -4.7%) vs baseline: +4.8%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.359µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.4%

✅ high_rate_limit

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.2%

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

✅ long_window

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.2%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.6%

✅ low_rate_limit

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

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

✅ no_rate_limit

Time: ✅ 0.825µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.8%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) vs baseline: +5.3%

✅ short_window

Time: ✅ 2.508µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.6%

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

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.386ms (SLO: <320.950ms -3.9%) vs baseline: -0.5%

Memory: ✅ 35.448MB (SLO: <36.500MB -2.9%) vs baseline: +5.3%

✅ deep-profiled

Time: ✅ 330.766ms (SLO: <359.150ms -7.9%) vs baseline: ~same

Memory: ✅ 39.184MB (SLO: <40.500MB -3.2%) vs baseline: +4.6%

✅ medium

Time: ✅ 7.005ms (SLO: <7.400ms -5.3%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%

✅ shallow

Time: ✅ 0.937ms (SLO: <1.050ms 📉 -10.8%) vs baseline: +0.2%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.487µs (SLO: <290.000µs 📉 -52.6%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ high_match

Time: ✅ 173.088µs (SLO: <480.000µs 📉 -63.9%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%

✅ low_match

Time: ✅ 98.936µs (SLO: <120.000µs 📉 -17.6%) vs baseline: +0.4%

Memory: ✅ 603.147MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.658ms (SLO: <8.500ms 📉 -68.7%) vs baseline: -0.8%

Memory: ✅ 70.337MB (SLO: <75.000MB -6.2%) vs baseline: +4.6%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.470µs (SLO: <20.000µs 📉 -47.7%) vs baseline: -0.1%

Memory: ✅ 34.996MB (SLO: <36.000MB -2.8%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 40.860µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +2.2%

Memory: ✅ 34.996MB (SLO: <36.000MB -2.8%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 40.976µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +0.9%

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +5.0%

✅ no-collectipvariant

Time: ✅ 39.876µs (SLO: <50.000µs 📉 -20.2%) vs baseline: -0.4%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +5.2%

✅ no-useragentvariant

Time: ✅ 38.714µs (SLO: <50.000µs 📉 -22.6%) vs baseline: -0.3%

Memory: ✅ 34.937MB (SLO: <36.000MB -3.0%) vs baseline: +4.7%

✅ obfuscation-no-query

Time: ✅ 40.415µs (SLO: <50.000µs 📉 -19.2%) vs baseline: ~same

Memory: ✅ 35.036MB (SLO: <36.000MB -2.7%) vs baseline: +5.1%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.813µs (SLO: <90.000µs 📉 -15.8%) vs baseline: -0.3%

Memory: ✅ 34.977MB (SLO: <36.500MB -4.2%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.280µs (SLO: <90.000µs 📉 -15.2%) vs baseline: -0.5%

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

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.944µs (SLO: <170.000µs -9.4%) vs baseline: -0.1%

Memory: ✅ 35.370MB (SLO: <36.500MB -3.1%) vs baseline: +5.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.445µs (SLO: <160.000µs -7.2%) vs baseline: -0.2%

Memory: ✅ 34.918MB (SLO: <36.500MB -4.3%) vs baseline: +4.6%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.890µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 35.271MB (SLO: <36.500MB -3.4%) vs baseline: +5.9%

✅ useragentvariant_exists_1

Time: ✅ 39.582µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.7%

Memory: ✅ 34.898MB (SLO: <36.000MB -3.1%) vs baseline: +4.7%

✅ useragentvariant_exists_2

Time: ✅ 40.768µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.7%

Memory: ✅ 34.918MB (SLO: <36.000MB -3.0%) vs baseline: +4.7%

✅ useragentvariant_exists_3

Time: ✅ 39.897µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.1%

Memory: ✅ 35.173MB (SLO: <36.000MB -2.3%) vs baseline: +5.4%

✅ useragentvariant_not_exists_1

Time: ✅ 39.750µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.9%

Memory: ✅ 35.055MB (SLO: <36.000MB -2.6%) vs baseline: +5.1%

✅ useragentvariant_not_exists_2

Time: ✅ 39.639µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.5%

Memory: ✅ 34.937MB (SLO: <36.000MB -3.0%) vs baseline: +4.9%

✅ tracer - 6/6

✅ large

Time: ✅ 29.007ms (SLO: <32.950ms 📉 -12.0%) vs baseline: -0.2%

Memory: ✅ 35.507MB (SLO: <36.500MB -2.7%) vs baseline: +4.5%

✅ medium

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

Memory: ✅ 34.151MB (SLO: <35.500MB -3.8%) vs baseline: +4.7%

✅ small

Time: ✅ 326.671µs (SLO: <370.000µs 📉 -11.7%) vs baseline: +0.6%

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%) 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

wantsui

This integration is looking really good! 👏

I have some comments about the output of a few span tags returning a different output than the other kafka integrations we have:

kafka.partition
kafka.partitions.*
messaging.kafka.bootstrap.servers
kafka.message_key

I can take another look once these comments are addressed.

...ots/tests.contrib.aiokafka.test_aiokafka.test_getmany_multiple_messages_multiple_topics.json

...a.test_aiokafka.test_getmany_multiple_messages_multiple_topics_with_distributed_tracing.json

...snapshots/tests.contrib.aiokafka.test_aiokafka.test_send_and_wait_value[hueh_hueh_hueh].json

wantsui

Great job! Thanks for the changes!

I am approving it from an integrations perspective since my comment on messaging.kafka.bootstrap.servers isn't a blocker since they are both strings. The other span attributes are currently consistent with the other kafka integrations so 👍 .

mabdinur

Trace handler changes look good to me

feat(aiokafka): add APM support for aiokafka

a4bf535

Co-authored-by: Pieter Van Isacker <pieter.vanisacker@lightspeedhq.com>

dubloom force-pushed the dubloom/aiokafka-apm branch from 22d3b51 to a4bf535 Compare November 3, 2025 08:57

fix typing

075edd0

add spelling words

da7c7f9

Merge branch 'main' into dubloom/aiokafka-apm

3afdc42

dubloom marked this pull request as ready for review November 4, 2025 12:05

dubloom requested review from a team as code owners November 4, 2025 12:05

dubloom requested review from juanjux, mabdinur and wantsui November 4, 2025 12:05

wantsui reviewed Nov 4, 2025

View reviewed changes

dubloom added 2 commits November 7, 2025 15:42

wan review

f81eb34

Merge branch 'main' into dubloom/aiokafka-apm

25e02d5

dubloom requested a review from wantsui November 7, 2025 14:43

bm1549 mentioned this pull request Nov 7, 2025

feat: add aiokafka support #10068

Closed

2 tasks

partition is None is -1

cb803bf

dubloom force-pushed the dubloom/aiokafka-apm branch from 323222c to cb803bf Compare November 10, 2025 10:55

wantsui approved these changes Nov 10, 2025

View reviewed changes

Merge branch 'main' into dubloom/aiokafka-apm

ba00e87

mabdinur approved these changes Nov 13, 2025

View reviewed changes

dubloom added 3 commits November 14, 2025 11:40

Merge branch 'main' into dubloom/aiokafka-apm

a20aef5

Merge branch 'main' into dubloom/aiokafka-apm

80f674e

fix typing

8b86daa

dubloom added 2 commits November 17, 2025 17:19

Merge branch 'main' into dubloom/aiokafka-apm

2d8f1fd

riot requirements

2ea167e

juanjux approved these changes Nov 17, 2025

View reviewed changes

Merge branch 'main' into dubloom/aiokafka-apm

19f672d

dubloom enabled auto-merge (squash) November 18, 2025 10:03

dubloom merged commit dbe8eb7 into main Nov 18, 2025
860 checks passed

dubloom deleted the dubloom/aiokafka-apm branch November 18, 2025 10:17

feat(aiokafka): add APM support for aiokafka #15111

feat(aiokafka): add APM support for aiokafka #15111

Uh oh!

Conversation

dubloom commented Nov 3, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Description

Testing

Uh oh!

github-actions bot commented Nov 3, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

github-actions bot commented Nov 3, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Bootstrap import analysis

Summary

Import time breakdown

Uh oh!

pr-commenter bot commented Nov 3, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Performance SLOs

✅ 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

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ start-finish-traceid128

✅ start-traceid128

✅ update-name

✅ 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

dubloom commented Nov 3, 2025 •

edited

Loading

github-actions bot commented Nov 3, 2025 •

edited

Loading

github-actions bot commented Nov 3, 2025 •

edited

Loading

pr-commenter bot commented Nov 3, 2025 •

edited

Loading