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feat(aiokafka): add aiokafka integration with APM and DSM support #14975

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@dubloom dubloom commented Oct 21, 2025

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.
  • Adds Data Streams Monitoring (DSM) support.

Testing

Added two test files:

  • test_aiokafka.py for APM tests
  • test_aiokafka_dsm.py for DSM tests.

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

dubloom and others added 30 commits October 20, 2025 10:33
@dubloom
fix(kafka): only the first message was dispatch to dsm
436d673
@ls-pieter-vanisacker @dubloom
feat: add aiokafka skeleton
0bfe146
@ls-pieter-vanisacker @dubloom
fix: tweak skeleton
7ea77c6
@ls-pieter-vanisacker @dubloom
feat: add wrapping logic and tests
5d92c8c
@ls-pieter-vanisacker @dubloom
tests: fix suitespec and async wrappers
e514fa4
@ls-pieter-vanisacker @dubloom
tests: make auto patch test work
0f9baea
@ls-pieter-vanisacker @dubloom
fix: add riot requirements for python 3.12
15231de
@ls-pieter-vanisacker @dubloom
fix: requirements for python 3.8
a338b3d
@ls-pieter-vanisacker @dubloom
tests: add first batch of tests
45df669
@ls-pieter-vanisacker @dubloom
feat: implement getone and getmany tracing
4a88cb7
@ls-pieter-vanisacker @dubloom
fix: add needed requirements files, put some sleep for other getmany …
42c9f82 
…tests
@ls-pieter-vanisacker @dubloom
fix: clean up requirements files
fef7fbc
@ls-pieter-vanisacker @dubloom
fix: add more tests and make sure they pass
5e1785b
@ls-pieter-vanisacker @dubloom
fix: ensure distributed tracing actually works
859405d
@ls-pieter-vanisacker @dubloom
fix: add basic support for DSM
d5fd99e 
CircleCI:aiokafka
@ls-pieter-vanisacker @dubloom
fix: DSM offset handling function
ababf55
@ls-pieter-vanisacker @dubloom
fix: make offset capturing work in DSM for send_and_wait
c8aa159
@ls-pieter-vanisacker @emmettbutler @dubloom
Update ddtrace/contrib/aiokafka/patch.py
4f824f3 
Co-authored-by: Emmett Butler <[email protected]>
@ls-pieter-vanisacker @dubloom
refactor: wrapping logic
132025b
@ls-pieter-vanisacker @dubloom
fix: rework the code, only deal with send_and_wait and getone for now
7093210
@ls-pieter-vanisacker @emmettbutler @dubloom
Update ddtrace/contrib/aiokafka/patch.py
349820f 
Co-authored-by: Emmett Butler <[email protected]>
@ls-pieter-vanisacker @emmettbutler @dubloom
Update ddtrace/contrib/aiokafka/patch.py
f295b81 
Co-authored-by: Emmett Butler <[email protected]>
@ls-pieter-vanisacker @emmettbutler @dubloom
Update ddtrace/contrib/aiokafka/patch.py
7f3fd9d 
Co-authored-by: Emmett Butler <[email protected]>
@ls-pieter-vanisacker @emmettbutler @dubloom
Update ddtrace/_trace/trace_handlers.py
e2e04f0 
Co-authored-by: Emmett Butler <[email protected]>
@ls-pieter-vanisacker @dubloom
fix: make basic tests run again after feedback
b129416
@ls-pieter-vanisacker @dubloom
tests: make some of the patch tests work already
3ccb963
@ls-pieter-vanisacker @dubloom
fix: patching tests for real?
05e73dc
@ls-pieter-vanisacker @dubloom
fix: move logic to trace_handlers
02d2667
@ls-pieter-vanisacker @dubloom
fix: first iteration of distributed tracing
d9057d0
@ls-pieter-vanisacker @dubloom
fix: make distributed tracing work
dcf9a4e
@dubloom dubloom requested review from a team as code owners October 21, 2025 16:20
@dubloom dubloom changed the title feat(aiokafka): add aiokafka integration with APM and DSM suppoprt feat(aiokafka): add aiokafka integration with APM and DSM support Oct 21, 2025
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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/2c5336f.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/a0d2343.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
ddtrace/internal/datastreams/aiokafka.py                                @DataDog/data-streams-monitoring
releasenotes/notes/aiokafka-798694b0f8232505.yaml                       @DataDog/apm-python
releasenotes/notes/feat-aiokafka-support-18ea0a4ec66a0827.yaml          @DataDog/apm-python
releasenotes/notes/fix-kafka-consume-dispatch-48cd5912b1282ab9.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_dsm.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/contrib/internal/kafka/patch.py                                 @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/internal/datastreams/__init__.py                                @DataDog/data-streams-monitoring
ddtrace/settings/_config.py                                             @DataDog/apm-core-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
supported_versions_table.csv                                            @DataDog/apm-core-python
tests/contrib/suitespec.yml                                             @DataDog/apm-core-python @DataDog/apm-idm-python

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github-actions bot commented Oct 21, 2025 •
edited
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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 252 ± 5 ms.

The average import time from base is: 244 ± 3 ms.

The import time difference between this PR and base is: 8.0 ± 0.2 ms.

Import time breakdown

The following import paths have appeared:

ddtrace.auto 0.241 ms (0.10%)
ddtrace.bootstrap.sitecustomize 0.241 ms (0.10%)
ddtrace._trace.trace_handlers 0.241 ms (0.10%)
ddtrace.ext.kafka 0.241 ms (0.10%)

The following import paths have grown:

ddtrace.auto 6.534 ms (2.59%)
ddtrace 4.209 ms (1.67%)
ddtrace._logger 2.698 ms (1.07%)
ddtrace.internal.telemetry 2.534 ms (1.01%)
ddtrace.internal.telemetry.writer 1.423 ms (0.56%)
http.client 0.592 ms (0.23%)
email.parser 0.325 ms (0.13%)
email.feedparser 0.306 ms (0.12%)
email.errors 0.188 ms (0.07%)
email._policybase 0.118 ms (0.05%)
email.header 0.061 ms (0.02%)
binascii 0.024 ms (0.01%)
email.utils 0.057 ms (0.02%)
email._parseaddr 0.031 ms (0.01%)
calendar 0.031 ms (0.01%)
random 0.026 ms (0.01%)
ssl 0.180 ms (0.07%)
_ssl 0.068 ms (0.03%)
http 0.031 ms (0.01%)
ddtrace.internal.packages 0.171 ms (0.07%)
sysconfig 0.059 ms (0.02%)
_sysconfigdata__linux_x86_64-linux-gnu 0.034 ms (0.01%)
ddtrace.internal.endpoints 0.078 ms (0.03%)
ddtrace.internal.utils.http 0.068 ms (0.03%)
ddtrace.internal.telemetry.metrics_namespaces 0.051 ms (0.02%)
ddtrace.internal.encoding 0.051 ms (0.02%)
ddtrace.internal._encoding 0.051 ms (0.02%)
ddtrace.internal.periodic 0.050 ms (0.02%)
ddtrace.internal._threads 0.050 ms (0.02%)
ddtrace.internal.runtime 0.043 ms (0.02%)
uuid 0.043 ms (0.02%)
platform 0.043 ms (0.02%)
ddtrace.internal.utils.version 0.042 ms (0.02%)
ddtrace.vendor.packaging.version 0.042 ms (0.02%)
ddtrace.settings._agent 0.772 ms (0.31%)
ddtrace.settings 0.418 ms (0.17%)
ddtrace.vendor.debtcollector 0.418 ms (0.17%)
ddtrace.vendor 0.201 ms (0.08%)
ddtrace.internal.module 0.201 ms (0.08%)
ddtrace.internal.wrapping.context 0.163 ms (0.06%)
ddtrace.internal.wrapping 0.121 ms (0.05%)
bytecode 0.102 ms (0.04%)
bytecode.bytecode 0.070 ms (0.03%)
bytecode.flags 0.070 ms (0.03%)
bytecode.instr 0.070 ms (0.03%)
bytecode.cfg 0.032 ms (0.01%)
bytecode.concrete 0.032 ms (0.01%)
struct 0.032 ms (0.01%)
_struct 0.032 ms (0.01%)
ddtrace.internal.utils.inspection 0.042 ms (0.02%)
ddtrace.internal.safety 0.042 ms (0.02%)
wrapt 0.042 ms (0.02%)
wrapt.__wrapt__ 0.042 ms (0.02%)
wrapt.wrappers 0.023 ms (0.01%)
wrapt._wrappers 0.020 ms (0.01%)
ddtrace.vendor.debtcollector._utils 0.140 ms (0.06%)
ddtrace.vendor.debtcollector.moves 0.034 ms (0.01%)
ddtrace.vendor.debtcollector.removals 0.020 ms (0.01%)
socket 0.184 ms (0.07%)
_socket 0.072 ms (0.03%)
array 0.022 ms (0.01%)
ddtrace.settings._core 0.139 ms (0.06%)
envier 0.058 ms (0.02%)
envier.env 0.058 ms (0.02%)
ddtrace.internal.native 0.050 ms (0.02%)
ddtrace.internal.native._native 0.050 ms (0.02%)
ddtrace.internal.utils.formats 0.253 ms (0.10%)
ddtrace.internal.compat 0.253 ms (0.10%)
pathlib 0.215 ms (0.09%)
urllib.parse 0.028 ms (0.01%)
ipaddress 0.038 ms (0.01%)
ddtrace.internal.telemetry.constants 0.026 ms (0.01%)
ddtrace.settings._otel_remapper 0.021 ms (0.01%)
ddtrace.internal.logger 0.163 ms (0.06%)
dataclasses 0.121 ms (0.05%)
inspect 0.121 ms (0.05%)
ast 0.035 ms (0.01%)
dis 0.017 ms (0.01%)
opcode 0.017 ms (0.01%)
_opcode 0.017 ms (0.01%)
ddtrace.trace 0.875 ms (0.35%)
ddtrace._trace.filters 0.388 ms (0.15%)
ddtrace._trace.processor 0.388 ms (0.15%)
ddtrace.internal.writer 0.189 ms (0.07%)
ddtrace.internal.writer.writer 0.189 ms (0.07%)
ddtrace.internal.dogstatsd 0.083 ms (0.03%)
ddtrace.vendor.dogstatsd 0.083 ms (0.03%)
ddtrace.vendor.dogstatsd.base 0.083 ms (0.03%)
ddtrace.vendor.dogstatsd.container 0.024 ms (0.01%)
gzip 0.032 ms (0.01%)
ddtrace._trace.sampler 0.154 ms (0.06%)
ddtrace._trace.span 0.154 ms (0.06%)
ddtrace._trace._span_pointer 0.105 ms (0.04%)
hashlib 0.074 ms (0.03%)
_hashlib 0.074 ms (0.03%)
ddtrace._trace.tracer 0.333 ms (0.13%)
ddtrace.internal.debug 0.245 ms (0.10%)
ddtrace.internal.processor.endpoint_call_counter 0.040 ms (0.02%)
ddtrace._trace.context 0.062 ms (0.02%)
ddtrace._trace._span_link 0.033 ms (0.01%)
ddtrace._monkey 0.527 ms (0.21%)
ddtrace.appsec._listeners 0.415 ms (0.16%)
ddtrace.internal.core 0.362 ms (0.14%)
ddtrace.internal.core.event_hub 0.326 ms (0.13%)
ddtrace.settings._config 0.262 ms (0.10%)
ddtrace.internal.gitmetadata 0.167 ms (0.07%)
ddtrace.ext.ci 0.141 ms (0.06%)
ddtrace.ext.git 0.108 ms (0.04%)
shutil 0.057 ms (0.02%)
ddtrace.settings.asm 0.053 ms (0.02%)
ddtrace.vendor.packaging.specifiers 0.066 ms (0.03%)
ddtrace.internal._unpatched 0.110 ms (0.04%)
subprocess 0.094 ms (0.04%)
contextlib 0.094 ms (0.04%)
json 0.016 ms (0.01%)
json.decoder 0.016 ms (0.01%)
json.scanner 0.016 ms (0.01%)
_json 0.016 ms (0.01%)
ddtrace.bootstrap.sitecustomize 2.325 ms (0.92%)
ddtrace.bootstrap.preload 1.516 ms (0.60%)
ddtrace.settings.profiling 0.410 ms (0.16%)
ddtrace.vendor.psutil 0.290 ms (0.12%)
ddtrace.vendor.psutil._pslinux 0.144 ms (0.06%)
ddtrace.vendor.psutil._psutil_linux 0.025 ms (0.01%)
glob 0.022 ms (0.01%)
ddtrace.vendor.psutil._common 0.071 ms (0.03%)
ddtrace.internal.datadog.profiling.ddup 0.062 ms (0.02%)
ddtrace.internal.datadog.profiling.ddup._ddup 0.062 ms (0.02%)
ddtrace.internal.datadog.profiling._types 0.015 ms (0.01%)
multiprocessing 0.363 ms (0.14%)
multiprocessing.context 0.363 ms (0.14%)
multiprocessing.process 0.263 ms (0.10%)
multiprocessing.reduction 0.099 ms (0.04%)
pickle 0.099 ms (0.04%)
_pickle 0.032 ms (0.01%)
ddtrace.internal.products 0.230 ms (0.09%)
importlib.metadata 0.207 ms (0.08%)
zipfile 0.065 ms (0.03%)
csv 0.055 ms (0.02%)
_csv 0.030 ms (0.01%)
ddtrace.internal.symbol_db.remoteconfig 0.209 ms (0.08%)
ddtrace.internal.symbol_db.symbols 0.146 ms (0.06%)
ddtrace.settings.symbol_db 0.025 ms (0.01%)
ddtrace.internal.core.crashtracking 0.123 ms (0.05%)
ddtrace.settings.dynamic_instrumentation 0.039 ms (0.02%)
ddtrace.internal.remoteconfig.worker 0.038 ms (0.01%)
ddtrace.debugging._import 0.036 ms (0.01%)
ddtrace.debugging._function.discovery 0.036 ms (0.01%)
multiprocessing.sharedctypes 0.024 ms (0.01%)
multiprocessing.heap 0.024 ms (0.01%)
ddtrace.internal.runtime.runtime_metrics 0.022 ms (0.01%)
ddtrace.settings.crashtracker 0.022 ms (0.01%)
ddtrace._trace.trace_handlers 0.295 ms (0.12%)
ddtrace._trace._inferred_proxy 0.107 ms (0.04%)
ddtrace.propagation.http 0.107 ms (0.04%)
ddtrace.internal._tagset 0.036 ms (0.01%)
ddtrace.contrib.trace_utils 0.060 ms (0.02%)
ddtrace.contrib.internal.redis_utils 0.033 ms (0.01%)
ddtrace.contrib.internal.trace_utils 0.027 ms (0.01%)
shlex 0.036 ms (0.01%)
ddtrace.bootstrap 0.013 ms (0.01%)

The following import paths have shrunk:

ddtrace.auto 1.100 ms (0.44%)
ddtrace 0.656 ms (0.26%)
ddtrace.internal._unpatched 0.021 ms (0.01%)
json 0.021 ms (0.01%)
json.decoder 0.021 ms (0.01%)
re 0.021 ms (0.01%)
enum 0.021 ms (0.01%)
types 0.021 ms (0.01%)
ddtrace.bootstrap.sitecustomize 0.444 ms (0.18%)
ddtrace.bootstrap.preload 0.444 ms (0.18%)
ddtrace.internal.remoteconfig.client 0.444 ms (0.18%)

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edited
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Performance SLOs

Comparing candidate dubloom/aiokafka (832a298) with baseline main (0b0f0d3)

❌ Test Failures (1 suite)
❌ otelspan - 20/22

✅ add-event

Time: ✅ 40.170ms (SLO: <47.150ms 📉 -14.8%) vs baseline: ~same

Memory: ✅ 43.810MB (SLO: <47.000MB -6.8%) vs baseline: +5.0%

❌ add-metrics

Time: ✅ 318.626ms (SLO: <344.800ms -7.6%) vs baseline: +0.4%

Memory: ❌ 652.198MB (SLO: <630.000MB +3.5%) vs baseline: +5.0%

❌ add-tags

Time: ✅ 287.952ms (SLO: <314.000ms -8.3%) vs baseline: ~same

Memory: ❌ 653.464MB (SLO: <630.000MB +3.7%) vs baseline: +4.8%

✅ get-context

Time: ✅ 80.197ms (SLO: <92.350ms 📉 -13.2%) vs baseline: +0.2%

Memory: ✅ 39.648MB (SLO: <46.500MB 📉 -14.7%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 38.099ms (SLO: <44.500ms 📉 -14.4%) vs baseline: ~same

Memory: ✅ 43.162MB (SLO: <47.500MB -9.1%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.157ms (SLO: <67.650ms 📉 -14.0%) vs baseline: -0.1%

Memory: ✅ 39.890MB (SLO: <47.000MB 📉 -15.1%) vs baseline: +5.0%

✅ set-status

Time: ✅ 43.836ms (SLO: <50.400ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 43.205MB (SLO: <47.000MB -8.1%) vs baseline: +4.9%

✅ start

Time: ✅ 37.551ms (SLO: <43.450ms 📉 -13.6%) vs baseline: +0.9%

Memory: ✅ 43.190MB (SLO: <47.000MB -8.1%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.724ms (SLO: <88.000ms -6.0%) vs baseline: +1.2%

Memory: ✅ 34.603MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 83.397ms (SLO: <89.000ms -6.3%) vs baseline: -0.3%

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +5.0%

✅ update-name

Time: ✅ 39.003ms (SLO: <45.150ms 📉 -13.6%) vs baseline: +0.5%

Memory: ✅ 43.540MB (SLO: <47.000MB -7.4%) vs baseline: +5.0%

📈 Performance Regressions (1 suite)
📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.334µs (SLO: <10.000µs 📉 -56.7%) vs baseline: -0.1%

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

✅ ospathbasename_noaspect

Time: ✅ 1.093µs (SLO: <10.000µs 📉 -89.1%) vs baseline: ~same

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

✅ ospathjoin_aspect

Time: ✅ 6.210µs (SLO: <10.000µs 📉 -37.9%) vs baseline: +0.4%

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

✅ ospathjoin_noaspect

Time: ✅ 2.303µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +1.2%

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

✅ ospathnormcase_aspect

Time: ✅ 3.988µs (SLO: <10.000µs 📉 -60.1%) vs baseline: 📈 +10.9%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -2.3%

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

✅ ospathsplit_aspect

Time: ✅ 5.885µs (SLO: <10.000µs 📉 -41.1%) vs baseline: 📈 +18.3%

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

✅ ospathsplit_noaspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.3%

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

✅ ospathsplitdrive_aspect

Time: ✅ 4.148µs (SLO: <10.000µs 📉 -58.5%) vs baseline: 📈 +10.8%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.693µs (SLO: <10.000µs 📉 -93.1%) vs baseline: -2.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ ospathsplitext_aspect

Time: ✅ 5.256µs (SLO: <10.000µs 📉 -47.4%) vs baseline: 📈 +13.6%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.368µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.4%

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

🟡 Near SLO Breach (3 suites)
🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.785ms (SLO: <22.300ms 📉 -11.3%) vs baseline: -0.2%

Memory: ✅ 65.507MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.327ms (SLO: <1.450ms -8.5%) vs baseline: -0.4%

Memory: ✅ 64.545MB (SLO: <67.000MB -3.7%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.788ms (SLO: <22.250ms 📉 -11.1%) vs baseline: -0.2%

Memory: ✅ 65.520MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ profiler

Time: ✅ 14.692ms (SLO: <16.550ms 📉 -11.2%) vs baseline: ~same

Memory: ✅ 53.772MB (SLO: <54.500MB 🟡 -1.3%) vs baseline: +4.4%

✅ resource-renaming

Time: ✅ 19.868ms (SLO: <21.750ms -8.7%) vs baseline: -0.5%

Memory: ✅ 65.341MB (SLO: <67.000MB -2.5%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 24.324ms (SLO: <28.200ms 📉 -13.7%) vs baseline: +0.1%

Memory: ✅ 67.716MB (SLO: <69.500MB -2.6%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.775ms (SLO: <21.750ms -9.1%) vs baseline: -0.3%

Memory: ✅ 65.479MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.295ms (SLO: <23.500ms -9.4%) vs baseline: ~same

Memory: ✅ 66.767MB (SLO: <67.500MB 🟡 -1.1%) vs baseline: +5.1%

✅ tracer-dont-create-db-spans

Time: ✅ 18.663ms (SLO: <21.500ms 📉 -13.2%) vs baseline: -0.2%

Memory: ✅ 65.486MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.8%

✅ tracer-minimal

Time: ✅ 16.092ms (SLO: <17.500ms -8.0%) vs baseline: +0.2%

Memory: ✅ 65.570MB (SLO: <66.000MB 🟡 -0.7%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 19.839ms (SLO: <21.750ms -8.8%) vs baseline: +0.1%

Memory: ✅ 71.439MB (SLO: <72.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 17.843ms (SLO: <19.650ms -9.2%) vs baseline: +0.1%

Memory: ✅ 65.488MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.133ms (SLO: <20.100ms -9.8%) vs baseline: -0.2%

Memory: ✅ 65.488MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.476ms (SLO: <21.500ms -9.4%) vs baseline: -0.1%

Memory: ✅ 65.458MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 19.612ms (SLO: <22.000ms 📉 -10.9%) vs baseline: -0.1%

Memory: ✅ 65.455MB (SLO: <67.000MB -2.3%) vs baseline: +4.8%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.021ms (SLO: <19.850ms -9.2%) vs baseline: -0.2%

Memory: ✅ 65.286MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.046ms (SLO: <19.400ms -7.0%) vs baseline: +0.2%

Memory: ✅ 65.254MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 18.320ms (SLO: <19.450ms -5.8%) vs baseline: +1.2%

Memory: ✅ 65.235MB (SLO: <66.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.585ms (SLO: <4.750ms -3.5%) vs baseline: +0.5%

Memory: ✅ 61.991MB (SLO: <65.000MB -4.6%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 6.614ms (SLO: <6.750ms -2.0%) vs baseline: +0.2%

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

✅ appsec-telemetry

Time: ✅ 4.601ms (SLO: <4.750ms -3.1%) vs baseline: +0.7%

Memory: ✅ 62.030MB (SLO: <65.000MB -4.6%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.859ms (SLO: <2.000ms -7.0%) vs baseline: +0.2%

Memory: ✅ 45.456MB (SLO: <47.000MB -3.3%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.861ms (SLO: <2.000ms -6.9%) vs baseline: -0.3%

Memory: ✅ 42.389MB (SLO: <49.000MB 📉 -13.5%) vs baseline: +5.1%

✅ profiler

Time: ✅ 1.909ms (SLO: <2.100ms -9.1%) vs baseline: -0.2%

Memory: ✅ 46.498MB (SLO: <47.000MB 🟡 -1.1%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.376ms (SLO: <3.650ms -7.5%) vs baseline: +0.4%

Memory: ✅ 52.239MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.361ms (SLO: <3.650ms -7.9%) vs baseline: +0.1%

Memory: ✅ 52.278MB (SLO: <53.500MB -2.3%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.360ms (SLO: <3.650ms -7.9%) vs baseline: -0.2%

Memory: ✅ 58.369MB (SLO: <60.000MB -2.7%) vs baseline: +5.0%

⚠️ Unstable Tests (1 suite)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.232µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.5%

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

✅ context_with_data_no_listeners

Time: ✅ 3.270µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -1.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.1%

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

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

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -1.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.0%

✅ set_item

Time: ✅ 24.370µs (SLO: <30.000µs 📉 -18.8%) vs baseline: +1.1%

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

✅ All Tests Passing (18 suites)
✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

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

Memory: ✅ 51.983MB (SLO: <53.500MB -2.8%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.098ms (SLO: <2.250ms -6.8%) vs baseline: +1.4%

Memory: ✅ 52.062MB (SLO: <53.500MB -2.7%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.092ms (SLO: <2.300ms -9.0%) vs baseline: +1.6%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.949ms (SLO: <4.200ms -6.0%) vs baseline: -0.4%

Memory: ✅ 62.266MB (SLO: <66.000MB -5.7%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.437ms (SLO: <2.800ms 📉 -13.0%) vs baseline: -0.3%

Memory: ✅ 58.707MB (SLO: <60.000MB -2.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.250ms -8.4%) vs baseline: +0.4%

Memory: ✅ 52.239MB (SLO: <54.500MB -4.1%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.614µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +0.6%

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

✅ b3_headers

Time: ✅ 14.226µs (SLO: <20.000µs 📉 -28.9%) vs baseline: +0.3%

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

✅ b3_single_headers

Time: ✅ 13.234µs (SLO: <20.000µs 📉 -33.8%) vs baseline: +0.4%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.753µs (SLO: <80.000µs 📉 -20.3%) vs baseline: ~same

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.688µs (SLO: <80.000µs 📉 -16.6%) vs baseline: +0.5%

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

✅ empty_headers

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

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

✅ full_t_id_datadog_headers

Time: ✅ 24.180µs (SLO: <30.000µs 📉 -19.4%) vs baseline: +6.7%

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

✅ invalid_priority_header

Time: ✅ 6.507µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.4%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ invalid_span_id_header

Time: ✅ 6.491µs (SLO: <10.000µs 📉 -35.1%) vs baseline: +0.1%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ invalid_tags_header

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.7%

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

✅ invalid_trace_id_header

Time: ✅ 6.535µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.6%

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

✅ large_header_no_matches

Time: ✅ 27.637µs (SLO: <30.000µs -7.9%) vs baseline: +0.3%

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

✅ large_valid_headers_all

Time: ✅ 28.666µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.3%

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

✅ medium_header_no_matches

Time: ✅ 9.834µs (SLO: <20.000µs 📉 -50.8%) vs baseline: -0.7%

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

✅ medium_valid_headers_all

Time: ✅ 11.190µs (SLO: <20.000µs 📉 -44.1%) vs baseline: -0.2%

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

✅ none_propagation_style

Time: ✅ 1.687µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -1.5%

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

✅ tracecontext_headers

Time: ✅ 34.657µs (SLO: <40.000µs 📉 -13.4%) vs baseline: +0.7%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ valid_headers_all

Time: ✅ 6.523µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.7%

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

✅ valid_headers_basic

Time: ✅ 6.114µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.4%

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

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.4%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.654µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +1.0%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.1%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.590µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.1%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.2%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.533µs (SLO: <10.000µs 📉 -34.7%) vs baseline: ~same

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.823µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.6%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.880µs (SLO: <40.000µs 📉 -25.3%) vs baseline: ~same

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.140µs (SLO: <20.000µs 📉 -49.3%) vs baseline: +0.8%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.617µs (SLO: <20.000µs 📉 -41.9%) vs baseline: +0.9%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ wsgi_valid_headers_all

Time: ✅ 6.567µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.4%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.6%

✅ wsgi_valid_headers_basic

Time: ✅ 6.118µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.7%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.009µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +2.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.1%

✅ with_all

Time: ✅ 29.072µs (SLO: <40.000µs 📉 -27.3%) vs baseline: +0.7%

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

✅ with_dd_origin

Time: ✅ 26.292µs (SLO: <30.000µs 📉 -12.4%) vs baseline: +3.6%

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

✅ with_priority_and_origin

Time: ✅ 24.897µs (SLO: <40.000µs 📉 -37.8%) vs baseline: +0.6%

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

✅ with_sampling_priority

Time: ✅ 21.556µs (SLO: <30.000µs 📉 -28.1%) vs baseline: -0.3%

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

✅ with_tags

Time: ✅ 27.615µs (SLO: <40.000µs 📉 -31.0%) vs baseline: +2.6%

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

✅ with_tags_invalid

Time: ✅ 29.561µs (SLO: <40.000µs 📉 -26.1%) vs baseline: +4.2%

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

✅ with_tags_max_size

Time: ✅ 27.596µs (SLO: <40.000µs 📉 -31.0%) vs baseline: +0.2%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.841µs (SLO: <40.000µs 📉 -20.4%) vs baseline: -0.1%

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

✅ re_expand_noaspect

Time: ✅ 28.683µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +1.1%

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

✅ re_findall_aspect

Time: ✅ 2.921µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_finditer_aspect

Time: ✅ 4.743µs (SLO: <10.000µs 📉 -52.6%) vs baseline: +6.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.405µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.666µs (SLO: <10.000µs 📉 -73.3%) vs baseline: +0.1%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.286µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.1%

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

✅ re_group_aspect

Time: ✅ 3.087µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +6.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_group_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -1.0%

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

✅ re_groups_aspect

Time: ✅ 3.080µs (SLO: <10.000µs 📉 -69.2%) vs baseline: ~same

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

✅ re_groups_noaspect

Time: ✅ 1.704µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.9%

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

✅ re_match_aspect

Time: ✅ 2.683µs (SLO: <10.000µs 📉 -73.2%) vs baseline: -0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.3%

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

✅ re_search_aspect

Time: ✅ 2.521µs (SLO: <10.000µs 📉 -74.8%) vs baseline: -0.9%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 1.205µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.5%

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

✅ re_sub_aspect

Time: ✅ 3.583µs (SLO: <10.000µs 📉 -64.2%) vs baseline: +3.4%

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

✅ re_sub_noaspect

Time: ✅ 1.529µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

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

✅ re_subn_aspect

Time: ✅ 3.787µs (SLO: <10.000µs 📉 -62.1%) vs baseline: +3.3%

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

✅ re_subn_noaspect

Time: ✅ 1.617µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -2.6%

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

✅ add_inplace_aspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.7%

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

✅ add_inplace_noaspect

Time: ✅ 0.315µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.6%

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

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.1%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

✅ bytearray_aspect

Time: ✅ 1.329µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +2.0%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ bytearray_extend_aspect

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: ~same

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.5%

✅ bytearray_extend_noaspect

Time: ✅ 0.613µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.2%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.1%

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

✅ bytes_aspect

Time: ✅ 1.308µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +3.0%

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

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.3%

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

✅ bytesio_aspect

Time: ✅ 1.331µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.8%

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

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.3%

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

✅ capitalize_aspect

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

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

✅ capitalize_noaspect

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

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

✅ casefold_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.1%

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

✅ casefold_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.8%

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

✅ decode_aspect

Time: ✅ 0.723µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.1%

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

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.2%

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

✅ encode_aspect

Time: ✅ 0.708µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.3%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.2%

✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.2%

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

✅ format_aspect

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

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

✅ format_map_aspect

Time: ✅ 3.565µs (SLO: <10.000µs 📉 -64.4%) vs baseline: +0.6%

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

✅ format_map_noaspect

Time: ✅ 0.779µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.7%

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

✅ format_noaspect

Time: ✅ 0.591µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.1%

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

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.8%

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

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.2%

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

✅ join_aspect

Time: ✅ 1.331µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.6%

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

✅ join_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

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

✅ ljust_aspect

Time: ✅ 2.651µs (SLO: <20.000µs 📉 -86.7%) vs baseline: +1.4%

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

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.5%

✅ lower_aspect

Time: ✅ 2.253µs (SLO: <10.000µs 📉 -77.5%) vs baseline: +1.4%

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

✅ lower_noaspect

Time: ✅ 0.365µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.5%

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

✅ lstrip_aspect

Time: ✅ 2.230µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.3%

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

✅ lstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

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

✅ modulo_aspect

Time: ✅ 1.005µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +1.0%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.552µs (SLO: <10.000µs 📉 -84.5%) vs baseline: ~same

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.974µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -1.2%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.205µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.5%

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

✅ modulo_noaspect

Time: ✅ 0.629µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.3%

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

✅ replace_aspect

Time: ✅ 4.843µs (SLO: <10.000µs 📉 -51.6%) vs baseline: +0.2%

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

✅ replace_noaspect

Time: ✅ 0.464µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +1.6%

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

✅ repr_aspect

Time: ✅ 0.910µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.3%

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

✅ repr_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.7%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ rstrip_aspect

Time: ✅ 1.932µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +1.0%

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

✅ rstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.5%

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

✅ slice_aspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +2.5%

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

✅ slice_noaspect

Time: ✅ 0.444µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.8%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.2%

✅ stringio_aspect

Time: ✅ 1.565µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +0.3%

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

✅ stringio_noaspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.9%

Memory: ✅ 38.122MB (SLO: <39.000MB -2.3%) vs baseline: +5.0%

✅ strip_aspect

Time: ✅ 2.222µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.8%

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

✅ strip_noaspect

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.6%

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

✅ swapcase_aspect

Time: ✅ 2.464µs (SLO: <10.000µs 📉 -75.4%) vs baseline: +0.5%

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

✅ swapcase_noaspect

Time: ✅ 0.543µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.4%

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

✅ title_aspect

Time: ✅ 2.380µs (SLO: <10.000µs 📉 -76.2%) vs baseline: ~same

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

✅ title_noaspect

Time: ✅ 0.508µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +1.5%

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

✅ translate_aspect

Time: ✅ 3.267µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.3%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

✅ translate_noaspect

Time: ✅ 1.053µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +1.2%

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

✅ upper_aspect

Time: ✅ 2.281µs (SLO: <10.000µs 📉 -77.2%) vs baseline: +1.3%

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

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.5%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.406µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +1.8%

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

✅ rsplit_noaspect

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.7%

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

✅ split_aspect

Time: ✅ 1.403µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.4%

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

✅ split_noaspect

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

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ splitlines_aspect

Time: ✅ 1.393µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +2.2%

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

✅ splitlines_noaspect

Time: ✅ 0.586µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.3%

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.552µs (SLO: <60.000µs 📉 -19.1%) vs baseline: -2.5%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.489ms (SLO: <42.000ms -3.6%) vs baseline: +0.8%

Memory: ✅ 34.819MB (SLO: <39.000MB 📉 -10.7%) vs baseline: +5.7%

✅ add-link

Time: ✅ 36.817ms (SLO: <38.550ms -4.5%) vs baseline: +1.4%

Memory: ✅ 34.721MB (SLO: <39.000MB 📉 -11.0%) vs baseline: +5.7%

✅ add-metrics

Time: ✅ 218.083ms (SLO: <232.000ms -6.0%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <39.000MB 📉 -10.8%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 212.385ms (SLO: <221.600ms -4.2%) vs baseline: +0.9%

Memory: ✅ 34.760MB (SLO: <39.000MB 📉 -10.9%) vs baseline: +5.6%

✅ get-context

Time: ✅ 29.529ms (SLO: <31.300ms -5.7%) vs baseline: +2.0%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.3%

✅ is-recording

Time: ✅ 29.594ms (SLO: <31.000ms -4.5%) vs baseline: +2.1%

Memory: ✅ 34.583MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.037ms (SLO: <65.850ms -4.3%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <39.000MB 📉 -10.4%) vs baseline: +5.2%

✅ set-status

Time: ✅ 32.166ms (SLO: <34.150ms -5.8%) vs baseline: +0.8%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +5.0%

✅ start

Time: ✅ 28.722ms (SLO: <30.150ms -4.7%) vs baseline: +0.4%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 34.434ms (SLO: <35.350ms -2.6%) vs baseline: +2.1%

Memory: ✅ 34.701MB (SLO: <39.000MB 📉 -11.0%) vs baseline: +5.2%

✅ start-finish-telemetry

Time: ✅ 34.515ms (SLO: <35.450ms -2.6%) vs baseline: +2.2%

Memory: ✅ 34.859MB (SLO: <39.000MB 📉 -10.6%) vs baseline: +5.5%

✅ update-name

Time: ✅ 31.226ms (SLO: <33.400ms -6.5%) vs baseline: +0.4%

Memory: ✅ 34.682MB (SLO: <39.000MB 📉 -11.1%) vs baseline: +5.2%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 339.189ms (SLO: <354.300ms -4.3%) vs baseline: -1.1%

Memory: ✅ 37.950MB (SLO: <40.000MB -5.1%) vs baseline: +5.9%

✅ cache_on

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.2%

Memory: ✅ 36.190MB (SLO: <39.000MB -7.2%) vs baseline: +4.7%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 156.193µs (SLO: <170.000µs -8.1%) vs baseline: +0.5%

Memory: ✅ 36.687MB (SLO: <38.500MB -4.7%) vs baseline: +4.8%

✅ import_many_cached

Time: ✅ 120.598µs (SLO: <130.000µs -7.2%) vs baseline: -0.4%

Memory: ✅ 36.738MB (SLO: <38.500MB -4.6%) vs baseline: +4.4%

✅ import_many_stdlib

Time: ✅ 1.631ms (SLO: <1.750ms -6.8%) vs baseline: -0.3%

Memory: ✅ 36.731MB (SLO: <38.500MB -4.6%) vs baseline: +3.9%

✅ import_many_stdlib_cached

Time: ✅ 0.981ms (SLO: <1.100ms 📉 -10.8%) vs baseline: ~same

Memory: ✅ 36.739MB (SLO: <38.500MB -4.6%) vs baseline: +4.1%

✅ import_many_unknown

Time: ✅ 831.493µs (SLO: <890.000µs -6.6%) vs baseline: ~same

Memory: ✅ 36.899MB (SLO: <38.500MB -4.2%) vs baseline: +5.3%

✅ import_many_unknown_cached

Time: ✅ 788.365µs (SLO: <870.000µs -9.4%) vs baseline: -0.5%

Memory: ✅ 36.810MB (SLO: <38.500MB -4.4%) vs baseline: +3.9%

✅ import_one

Time: ✅ 19.913µs (SLO: <30.000µs 📉 -33.6%) vs baseline: +0.6%

Memory: ✅ 36.753MB (SLO: <39.000MB -5.8%) vs baseline: +4.3%

✅ import_one_cache

Time: ✅ 6.247µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -1.2%

Memory: ✅ 36.686MB (SLO: <38.500MB -4.7%) vs baseline: +4.0%

✅ import_one_stdlib

Time: ✅ 18.815µs (SLO: <20.000µs -5.9%) vs baseline: +0.8%

Memory: ✅ 36.679MB (SLO: <38.500MB -4.7%) vs baseline: +4.2%

✅ import_one_stdlib_cache

Time: ✅ 6.323µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.5%

Memory: ✅ 36.810MB (SLO: <38.500MB -4.4%) vs baseline: +4.6%

✅ import_one_unknown

Time: ✅ 45.331µs (SLO: <50.000µs -9.3%) vs baseline: +0.2%

Memory: ✅ 36.693MB (SLO: <38.500MB -4.7%) vs baseline: +4.4%

✅ import_one_unknown_cache

Time: ✅ 6.309µs (SLO: <10.000µs 📉 -36.9%) vs baseline: -0.5%

Memory: ✅ 36.709MB (SLO: <38.500MB -4.7%) vs baseline: +4.1%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.329µs (SLO: <10.000µs 📉 -76.7%) vs baseline: -1.5%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.3%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.337µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.1%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.6%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +5.0%

✅ no_rate_limit

Time: ✅ 0.827µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

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

✅ short_window

Time: ✅ 2.497µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +0.4%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +5.0%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.845ms (SLO: <320.950ms -3.5%) vs baseline: +0.3%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 328.034ms (SLO: <359.150ms -8.7%) vs baseline: ~same

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.2%

✅ medium

Time: ✅ 7.087ms (SLO: <7.400ms -4.2%) vs baseline: +0.7%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ shallow

Time: ✅ 0.948ms (SLO: <1.050ms -9.7%) vs baseline: -0.2%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.7%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.524µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -1.4%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.869µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.5%

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

✅ low_match

Time: ✅ 98.407µs (SLO: <120.000µs 📉 -18.0%) vs baseline: -0.3%

Memory: ✅ 600.815MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.677ms (SLO: <8.500ms 📉 -68.5%) vs baseline: +0.5%

Memory: ✅ 68.258MB (SLO: <75.000MB -9.0%) vs baseline: +4.7%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.571µs (SLO: <20.000µs 📉 -47.1%) vs baseline: +0.4%

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

✅ all-enabled

Time: ✅ 39.790µs (SLO: <50.000µs 📉 -20.4%) vs baseline: -0.3%

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

✅ collectipvariant_exists

Time: ✅ 41.401µs (SLO: <50.000µs 📉 -17.2%) vs baseline: +2.4%

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

✅ no-collectipvariant

Time: ✅ 40.549µs (SLO: <50.000µs 📉 -18.9%) vs baseline: +2.2%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ no-useragentvariant

Time: ✅ 38.641µs (SLO: <50.000µs 📉 -22.7%) vs baseline: ~same

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

✅ obfuscation-no-query

Time: ✅ 40.350µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +0.1%

Memory: ✅ 32.519MB (SLO: <34.000MB -4.4%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.646µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +1.2%

Memory: ✅ 32.912MB (SLO: <34.000MB -3.2%) vs baseline: +4.6%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 77.511µs (SLO: <90.000µs 📉 -13.9%) vs baseline: +1.7%

Memory: ✅ 32.912MB (SLO: <34.000MB -3.2%) vs baseline: +4.5%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.726µs (SLO: <170.000µs -9.6%) vs baseline: -0.3%

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +5.2%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.792µs (SLO: <160.000µs -7.0%) vs baseline: +0.3%

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +5.1%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.465µs (SLO: <170.000µs -9.1%) vs baseline: -0.2%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.339µs (SLO: <50.000µs 📉 -21.3%) vs baseline: +0.2%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.354µs (SLO: <50.000µs 📉 -19.3%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.829µs (SLO: <50.000µs 📉 -20.3%) vs baseline: ~same

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

✅ useragentvariant_not_exists_1

Time: ✅ 39.368µs (SLO: <50.000µs 📉 -21.3%) vs baseline: +0.3%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.248µs (SLO: <50.000µs 📉 -21.5%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

✅ span - 26/26

✅ add-event

Time: ✅ 19.909ms (SLO: <22.500ms 📉 -11.5%) vs baseline: -0.4%

Memory: ✅ 48.802MB (SLO: <53.000MB -7.9%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 90.305ms (SLO: <93.500ms -3.4%) vs baseline: +0.4%

Memory: ✅ 735.833MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 147.321ms (SLO: <155.000ms -5.0%) vs baseline: +0.2%

Memory: ✅ 735.348MB (SLO: <962.500MB 📉 -23.6%) vs baseline: +4.8%

✅ get-context

Time: ✅ 18.280ms (SLO: <20.500ms 📉 -10.8%) vs baseline: ~same

Memory: ✅ 47.507MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 18.614ms (SLO: <20.500ms -9.2%) vs baseline: +0.7%

Memory: ✅ 47.500MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 37.481ms (SLO: <40.000ms -6.3%) vs baseline: +0.2%

Memory: ✅ 41.982MB (SLO: <53.000MB 📉 -20.8%) vs baseline: +4.7%

✅ set-status

Time: ✅ 20.155ms (SLO: <22.000ms -8.4%) vs baseline: +0.2%

Memory: ✅ 47.479MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +4.8%

✅ start

Time: ✅ 18.284ms (SLO: <20.500ms 📉 -10.8%) vs baseline: +0.5%

Memory: ✅ 47.486MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.327ms (SLO: <52.500ms -2.2%) vs baseline: +1.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.2%

✅ start-finish-telemetry

Time: ✅ 52.001ms (SLO: <54.500ms -4.6%) vs baseline: ~same

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

✅ start-finish-traceid128

Time: ✅ 54.176ms (SLO: <57.000ms -5.0%) vs baseline: +0.7%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.5%

✅ start-traceid128

Time: ✅ 18.612ms (SLO: <22.500ms 📉 -17.3%) vs baseline: -0.1%

Memory: ✅ 47.576MB (SLO: <53.000MB 📉 -10.2%) vs baseline: +4.8%

✅ update-name

Time: ✅ 18.809ms (SLO: <22.000ms 📉 -14.5%) vs baseline: +0.7%

Memory: ✅ 48.223MB (SLO: <53.000MB -9.0%) vs baseline: +4.8%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.996µs (SLO: <20.000µs 📉 -85.0%) vs baseline: +1.6%

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

✅ 1-count-metrics-100-times

Time: ✅ 203.907µs (SLO: <220.000µs -7.3%) vs baseline: +0.2%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.350µs (SLO: <20.000µs 📉 -83.2%) vs baseline: +0.4%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 214.362µs (SLO: <220.000µs -2.6%) vs baseline: -1.3%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.181µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.2%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.2%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.948µs (SLO: <150.000µs -8.7%) vs baseline: +0.2%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.5%

✅ 1-rate-metric-1-times

Time: ✅ 3.058µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -1.4%

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

✅ 1-rate-metrics-100-times

Time: ✅ 215.603µs (SLO: <250.000µs 📉 -13.8%) vs baseline: -0.5%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.577ms (SLO: <22.000ms -6.5%) vs baseline: +0.7%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +4.9%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.236ms (SLO: <2.300ms -2.8%) vs baseline: -1.3%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.401ms (SLO: <1.550ms -9.6%) vs baseline: +0.2%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.210ms (SLO: <2.550ms 📉 -13.3%) vs baseline: ~same

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.4%

✅ flush-1-metric

Time: ✅ 4.493µs (SLO: <20.000µs 📉 -77.5%) vs baseline: +0.9%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 174.025µs (SLO: <250.000µs 📉 -30.4%) vs baseline: ~same

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

✅ flush-1000-metrics

Time: ✅ 2.129ms (SLO: <2.500ms 📉 -14.8%) vs baseline: +0.2%

Memory: ✅ 32.893MB (SLO: <34.500MB -4.7%) vs baseline: +4.5%

✅ tracer - 6/6

✅ large

Time: ✅ 29.649ms (SLO: <32.950ms 📉 -10.0%) vs baseline: ~same

Memory: ✅ 33.069MB (SLO: <34.500MB -4.1%) vs baseline: +5.4%

✅ medium

Time: ✅ 2.946ms (SLO: <3.200ms -7.9%) vs baseline: +0.4%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +4.9%

✅ small

Time: ✅ 331.072µs (SLO: <370.000µs 📉 -10.5%) vs baseline: -0.4%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) 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

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@mabdinur mabdinur Awaiting requested review from mabdinur mabdinur is a code owner automatically assigned from DataDog/apm-sdk-capabilities-python

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@quinna-h quinna-h Awaiting requested review from quinna-h quinna-h is a code owner automatically assigned from DataDog/apm-idm-python

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3 participants

@dubloom @ls-pieter-vanisacker @emmettbutler