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Merged
merged 5 commits into from
Nov 5, 2025
Merged

fix(llmobs): safely output format bedrock cohere rerank spans [backport 3.17] #15137

merged 5 commits into from
Nov 5, 2025
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@dd-octo-sts dd-octo-sts bot commented Nov 4, 2025

Backport 191f10e from #15124 to 3.17.

Description

Closes #14575.

Adds safely accessing output response messages in the bedrock integration. This happens when cohere rerank models are invoked, since cohere rerank responses lack a response["text"] field and will return an empty list.

Testing

Added a test invoking cohere rerank models.

Risks

Additional Notes

@Yun-Kim
fix(llmobs): safely output format bedrock cohere rerank spans (#15124)
41f5ec5 
## Description
Closes #14575.
<!-- Provide an overview of the change and motivation for the change -->
Adds safely accessing output response messages in the bedrock
integration. This happens when cohere rerank models are invoked, since
cohere rerank responses lack a response["text"] field and will return an
empty list.

## Testing
Added a test invoking cohere rerank models.
<!-- Describe your testing strategy or note what tests are included -->

## Risks

<!-- Note any risks associated with this change, or "None" if no risks
-->

## Additional Notes

<!-- Any other information that would be helpful for reviewers -->

(cherry picked from commit 191f10e)
Signed-off-by: Yun Kim <yun.kim@datadoghq.com>
@dd-octo-sts dd-octo-sts bot requested review from a team as code owners November 4, 2025 17:12
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github-actions bot commented Nov 4, 2025

CODEOWNERS have been resolved as:

releasenotes/notes/fix-bedrock-llmobs-cohere-a1bcb48e9b252d77.yaml      @DataDog/apm-python
tests/contrib/botocore/bedrock_cassettes/cohere_rerank_invoke.yaml      @DataDog/ml-observability
ddtrace/llmobs/_integrations/bedrock.py                                 @DataDog/ml-observability
tests/contrib/botocore/test_bedrock_llmobs.py                           @DataDog/ml-observability

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github-actions bot commented Nov 4, 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: 244 ± 3 ms.

The average import time from base is: 245 ± 3 ms.

The import time difference between this PR and base is: -0.2 ± 0.1 ms.

The difference is not statistically significant (z = -1.73).

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.864 ms (0.76%)
ddtrace.bootstrap.sitecustomize 1.180 ms (0.48%)
ddtrace.bootstrap.preload 1.180 ms (0.48%)
ddtrace.internal.remoteconfig.client 0.600 ms (0.25%)
ddtrace 0.683 ms (0.28%)
ddtrace.internal._unpatched 0.029 ms (0.01%)
json 0.029 ms (0.01%)
json.decoder 0.029 ms (0.01%)
re 0.029 ms (0.01%)
enum 0.029 ms (0.01%)
types 0.029 ms (0.01%)

@Yun-Kim Yun-Kim force-pushed the backport-15124-to-3.17 branch from 45ae804 to 41f5ec5 Compare November 4, 2025 17:44
@Yun-Kim Yun-Kim enabled auto-merge (squash) November 4, 2025 17:45
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Performance SLOs

Comparing candidate backport-15124-to-3.17 (f5f09e1) with baseline 3.17 (cf7b327)

🟡 Near SLO Breach (4 suites)
🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.480ms (SLO: <22.300ms -8.2%) vs baseline: ~same

Memory: ✅ 65.274MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.342ms (SLO: <1.450ms -7.4%) vs baseline: -0.7%

Memory: ✅ 64.325MB (SLO: <67.000MB -4.0%) vs baseline: +4.7%

✅ iast

Time: ✅ 20.490ms (SLO: <22.250ms -7.9%) vs baseline: ~same

Memory: ✅ 65.136MB (SLO: <67.000MB -2.8%) vs baseline: +4.5%

✅ profiler

Time: ✅ 15.265ms (SLO: <16.550ms -7.8%) vs baseline: ~same

Memory: ✅ 53.752MB (SLO: <54.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 20.524ms (SLO: <21.750ms -5.6%) vs baseline: +0.4%

Memory: ✅ 65.255MB (SLO: <67.000MB -2.6%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 25.376ms (SLO: <28.200ms 📉 -10.0%) vs baseline: -0.1%

Memory: ✅ 67.497MB (SLO: <69.500MB -2.9%) vs baseline: +5.0%

✅ tracer

Time: ✅ 20.497ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 65.195MB (SLO: <67.000MB -2.7%) vs baseline: +4.7%

✅ tracer-and-profiler

Time: ✅ 22.164ms (SLO: <23.500ms -5.7%) vs baseline: +0.6%

Memory: ✅ 66.506MB (SLO: <67.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ tracer-dont-create-db-spans

Time: ✅ 19.332ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.3%

Memory: ✅ 65.226MB (SLO: <66.000MB 🟡 -1.2%) vs baseline: +4.6%

✅ tracer-minimal

Time: ✅ 16.648ms (SLO: <17.500ms -4.9%) vs baseline: +0.2%

Memory: ✅ 65.195MB (SLO: <66.000MB 🟡 -1.2%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 20.408ms (SLO: <21.750ms -6.2%) vs baseline: +0.1%

Memory: ✅ 71.520MB (SLO: <72.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.530ms (SLO: <19.650ms -5.7%) vs baseline: +0.4%

Memory: ✅ 65.251MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.814ms (SLO: <20.100ms -6.4%) vs baseline: ~same

Memory: ✅ 65.107MB (SLO: <67.000MB -2.8%) vs baseline: +4.6%

✅ tracer-no-middleware

Time: ✅ 20.202ms (SLO: <21.500ms -6.0%) vs baseline: ~same

Memory: ✅ 65.169MB (SLO: <67.000MB -2.7%) vs baseline: +4.7%

✅ tracer-no-templates

Time: ✅ 20.262ms (SLO: <22.000ms -7.9%) vs baseline: -0.1%

Memory: ✅ 65.284MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.073ms (SLO: <19.850ms -9.0%) vs baseline: ~same

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

✅ errortracking-enabled-user

Time: ✅ 18.198ms (SLO: <19.400ms -6.2%) vs baseline: +1.1%

Memory: ✅ 65.110MB (SLO: <66.500MB -2.1%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.110ms (SLO: <19.450ms -6.9%) vs baseline: +0.2%

Memory: ✅ 65.147MB (SLO: <66.500MB -2.0%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.603ms (SLO: <4.750ms -3.1%) vs baseline: ~same

Memory: ✅ 61.774MB (SLO: <65.000MB -5.0%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 6.606ms (SLO: <6.750ms -2.1%) vs baseline: -0.1%

Memory: ✅ 61.813MB (SLO: <65.000MB -4.9%) vs baseline: +5.0%

✅ appsec-telemetry

Time: ✅ 4.588ms (SLO: <4.750ms -3.4%) vs baseline: ~same

Memory: ✅ 61.814MB (SLO: <65.000MB -4.9%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.858ms (SLO: <2.000ms -7.1%) vs baseline: -0.3%

Memory: ✅ 45.259MB (SLO: <47.000MB -3.7%) vs baseline: +4.3%

✅ iast-get

Time: ✅ 1.865ms (SLO: <2.000ms -6.7%) vs baseline: -0.4%

Memory: ✅ 42.448MB (SLO: <49.000MB 📉 -13.4%) vs baseline: +5.1%

✅ profiler

Time: ✅ 1.914ms (SLO: <2.100ms -8.9%) vs baseline: -0.2%

Memory: ✅ 46.510MB (SLO: <47.000MB 🟡 -1.0%) vs baseline: +4.6%

✅ resource-renaming

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: -0.2%

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

✅ tracer

Time: ✅ 3.354ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 52.022MB (SLO: <53.500MB -2.8%) vs baseline: +4.4%

✅ tracer-native

Time: ✅ 3.356ms (SLO: <3.650ms -8.1%) vs baseline: -0.4%

Memory: ✅ 58.209MB (SLO: <60.000MB -3.0%) vs baseline: +5.0%

🟡 otelsdkspan - 24/24

✅ add-event

Time: ✅ 41.207ms (SLO: <42.000ms 🟡 -1.9%) vs baseline: +1.7%

Memory: ✅ 34.780MB (SLO: <39.000MB 📉 -10.8%) vs baseline: +5.0%

✅ add-link

Time: ✅ 36.557ms (SLO: <38.550ms -5.2%) vs baseline: +0.3%

Memory: ✅ 34.721MB (SLO: <39.000MB 📉 -11.0%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 219.381ms (SLO: <232.000ms -5.4%) vs baseline: +0.1%

Memory: ✅ 34.662MB (SLO: <39.000MB 📉 -11.1%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 211.857ms (SLO: <221.600ms -4.4%) vs baseline: -0.4%

Memory: ✅ 34.623MB (SLO: <39.000MB 📉 -11.2%) vs baseline: +4.1%

✅ get-context

Time: ✅ 29.882ms (SLO: <31.300ms -4.5%) vs baseline: +2.7%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.1%

✅ is-recording

Time: ✅ 29.897ms (SLO: <31.000ms -3.6%) vs baseline: +2.2%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.0%

✅ record-exception

Time: ✅ 63.290ms (SLO: <65.850ms -3.9%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <39.000MB 📉 -10.9%) vs baseline: +4.6%

✅ set-status

Time: ✅ 32.515ms (SLO: <34.150ms -4.8%) vs baseline: +1.1%

Memory: ✅ 34.662MB (SLO: <39.000MB 📉 -11.1%) vs baseline: +4.3%

✅ start

Time: ✅ 28.788ms (SLO: <30.150ms -4.5%) vs baseline: -0.6%

Memory: ✅ 34.465MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +3.8%

✅ start-finish

Time: ✅ 34.153ms (SLO: <35.350ms -3.4%) vs baseline: +0.1%

Memory: ✅ 34.642MB (SLO: <39.000MB 📉 -11.2%) vs baseline: +4.1%

✅ start-finish-telemetry

Time: ✅ 34.084ms (SLO: <35.450ms -3.9%) vs baseline: -0.6%

Memory: ✅ 34.760MB (SLO: <39.000MB 📉 -10.9%) vs baseline: +4.6%

✅ update-name

Time: ✅ 31.919ms (SLO: <33.400ms -4.4%) vs baseline: +2.1%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.1%

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

⚠️ context_with_data_listeners

Time: ⚠️ 13.237µs (SLO: <20.000µs 📉 -33.8%) vs baseline: ~same

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +4.6%

✅ context_with_data_no_listeners

Time: ✅ 3.296µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.9%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.4%

✅ get_item_exists

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.7%

✅ get_item_missing

Time: ✅ 0.637µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.3%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ set_item

Time: ✅ 24.176µs (SLO: <30.000µs 📉 -19.4%) vs baseline: -0.6%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.7%

✅ All Tests Passing (19 suites)
✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: +0.8%

Memory: ✅ 51.939MB (SLO: <53.500MB -2.9%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.082ms (SLO: <2.250ms -7.5%) vs baseline: +0.5%

Memory: ✅ 51.944MB (SLO: <53.500MB -2.9%) vs baseline: +5.1%

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms 📉 -10.0%) vs baseline: +0.3%

Memory: ✅ 51.905MB (SLO: <53.500MB -3.0%) vs baseline: +4.8%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.948ms (SLO: <4.200ms -6.0%) vs baseline: -0.5%

Memory: ✅ 62.069MB (SLO: <66.000MB -6.0%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.451ms (SLO: <2.800ms 📉 -12.4%) vs baseline: +0.6%

Memory: ✅ 58.589MB (SLO: <60.000MB -2.4%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 2.053ms (SLO: <2.250ms -8.7%) vs baseline: -0.8%

Memory: ✅ 51.924MB (SLO: <54.500MB -4.7%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.049µs (SLO: <100.000µs 📉 -19.0%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ b3_headers

Time: ✅ 14.338µs (SLO: <20.000µs 📉 -28.3%) vs baseline: +0.9%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.7%

✅ b3_single_headers

Time: ✅ 13.301µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.7%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 65.948µs (SLO: <80.000µs 📉 -17.6%) vs baseline: +3.7%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.5%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.307µs (SLO: <80.000µs 📉 -17.1%) vs baseline: +0.2%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ empty_headers

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ full_t_id_datadog_headers

Time: ✅ 22.992µs (SLO: <30.000µs 📉 -23.4%) vs baseline: +1.3%

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

✅ invalid_priority_header

Time: ✅ 6.545µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.9%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.4%

✅ invalid_span_id_header

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

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.3%

✅ invalid_tags_header

Time: ✅ 6.500µs (SLO: <10.000µs 📉 -35.0%) vs baseline: +0.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ invalid_trace_id_header

Time: ✅ 6.502µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -1.0%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.2%

✅ large_header_no_matches

Time: ✅ 27.592µs (SLO: <30.000µs -8.0%) vs baseline: ~same

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

✅ large_valid_headers_all

Time: ✅ 28.547µs (SLO: <40.000µs 📉 -28.6%) vs baseline: -0.3%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ medium_header_no_matches

Time: ✅ 9.856µs (SLO: <20.000µs 📉 -50.7%) vs baseline: +0.5%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +5.1%

✅ medium_valid_headers_all

Time: ✅ 11.161µs (SLO: <20.000µs 📉 -44.2%) vs baseline: -0.2%

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

✅ none_propagation_style

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.2%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 34.552µs (SLO: <40.000µs 📉 -13.6%) vs baseline: +0.5%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.8%

✅ valid_headers_all

Time: ✅ 6.499µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.4%

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

✅ valid_headers_basic

Time: ✅ 6.092µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -0.6%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ wsgi_empty_headers

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.8%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

✅ wsgi_invalid_priority_header

Time: ✅ 6.578µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.2%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.590µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.0%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.3%

✅ wsgi_invalid_tags_header

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.1%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.613µs (SLO: <10.000µs 📉 -33.9%) vs baseline: -0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +5.1%

✅ wsgi_large_header_no_matches

Time: ✅ 28.550µs (SLO: <40.000µs 📉 -28.6%) vs baseline: -0.4%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.743µs (SLO: <40.000µs 📉 -25.6%) vs baseline: -0.2%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.8%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.063µs (SLO: <20.000µs 📉 -49.7%) vs baseline: -1.1%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.513µs (SLO: <20.000µs 📉 -42.4%) vs baseline: -0.4%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +5.1%

✅ wsgi_valid_headers_all

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

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.2%

✅ wsgi_valid_headers_basic

Time: ✅ 6.124µs (SLO: <10.000µs 📉 -38.8%) vs baseline: ~same

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.583µs (SLO: <30.000µs 📉 -24.7%) vs baseline: +3.6%

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

✅ with_all

Time: ✅ 30.177µs (SLO: <40.000µs 📉 -24.6%) vs baseline: +4.4%

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

✅ with_dd_origin

Time: ✅ 26.367µs (SLO: <30.000µs 📉 -12.1%) vs baseline: +3.7%

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

✅ with_priority_and_origin

Time: ✅ 25.503µs (SLO: <40.000µs 📉 -36.2%) vs baseline: +2.9%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.5%

✅ with_sampling_priority

Time: ✅ 22.896µs (SLO: <30.000µs 📉 -23.7%) vs baseline: +5.7%

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

✅ with_tags

Time: ✅ 28.325µs (SLO: <40.000µs 📉 -29.2%) vs baseline: +4.3%

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

✅ with_tags_invalid

Time: ✅ 29.462µs (SLO: <40.000µs 📉 -26.3%) vs baseline: +3.9%

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

✅ with_tags_max_size

Time: ✅ 28.814µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +4.4%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.2%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.113µs (SLO: <40.000µs 📉 -19.7%) vs baseline: +0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 28.844µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.5%

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

✅ re_findall_aspect

Time: ✅ 2.920µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +1.1%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ re_finditer_aspect

Time: ✅ 4.417µs (SLO: <10.000µs 📉 -55.8%) vs baseline: -0.1%

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

✅ re_finditer_noaspect

Time: ✅ 1.398µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.4%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.611µs (SLO: <10.000µs 📉 -73.9%) vs baseline: -1.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ re_fullmatch_noaspect

Time: ✅ 1.290µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.2%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +4.5%

✅ re_group_aspect

Time: ✅ 3.071µs (SLO: <10.000µs 📉 -69.3%) vs baseline: +5.7%

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

✅ re_group_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

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

✅ re_groups_aspect

Time: ✅ 3.194µs (SLO: <10.000µs 📉 -68.1%) vs baseline: +5.8%

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

✅ re_groups_noaspect

Time: ✅ 1.702µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.2%

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

✅ re_match_aspect

Time: ✅ 2.696µs (SLO: <10.000µs 📉 -73.0%) vs baseline: +2.0%

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

✅ re_match_noaspect

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.6%

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

✅ re_search_aspect

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

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

✅ re_search_noaspect

Time: ✅ 1.215µs (SLO: <10.000µs 📉 -87.8%) vs baseline: +1.0%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ re_sub_aspect

Time: ✅ 3.469µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +3.0%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ re_sub_noaspect

Time: ✅ 1.534µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.7%

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

✅ re_subn_aspect

Time: ✅ 3.626µs (SLO: <10.000µs 📉 -63.7%) vs baseline: +2.2%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ re_subn_noaspect

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.5%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.2%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ add_inplace_aspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.9%

Memory: ✅ 38.103MB (SLO: <39.000MB -2.3%) vs baseline: +5.3%

✅ add_inplace_noaspect

Time: ✅ 0.320µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.8%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.7%

✅ add_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.3%) vs baseline: +0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.8%

✅ bytearray_aspect

Time: ✅ 1.334µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.0%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.8%

✅ bytearray_extend_aspect

Time: ✅ 1.522µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -1.4%

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.2%

✅ bytearray_extend_noaspect

Time: ✅ 0.615µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.9%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +4.6%

✅ bytearray_noaspect

Time: ✅ 0.481µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -1.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.9%

✅ bytes_aspect

Time: ✅ 1.282µs (SLO: <10.000µs 📉 -87.2%) vs baseline: -0.7%

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

✅ bytes_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.9%

✅ bytesio_aspect

Time: ✅ 1.317µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.0%

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

✅ bytesio_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.8%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ capitalize_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.4%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +5.1%

✅ capitalize_noaspect

Time: ✅ 0.440µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.6%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.4%

✅ casefold_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.6%) vs baseline: ~same

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +5.1%

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.9%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.0%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.9%

✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.7%

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ encode_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +1.6%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.9%

✅ format_aspect

Time: ✅ 3.354µs (SLO: <10.000µs 📉 -66.5%) vs baseline: +0.2%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.3%

✅ format_map_aspect

Time: ✅ 3.488µs (SLO: <10.000µs 📉 -65.1%) vs baseline: -1.5%

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

✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.6%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.5%

✅ format_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.9%

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +1.0%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.9%

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.6%

✅ join_aspect

Time: ✅ 1.405µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.7%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.2%

✅ join_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.1%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.8%

✅ ljust_aspect

Time: ✅ 2.534µs (SLO: <20.000µs 📉 -87.3%) vs baseline: +0.5%

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

✅ ljust_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.9%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.9%

✅ lower_aspect

Time: ✅ 2.226µs (SLO: <10.000µs 📉 -77.7%) vs baseline: +0.6%

Memory: ✅ 37.926MB (SLO: <39.000MB -2.8%) vs baseline: +4.6%

✅ lower_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.6%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.7%

✅ lstrip_aspect

Time: ✅ 2.210µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.9%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +4.4%

✅ lstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ modulo_aspect

Time: ✅ 0.996µs (SLO: <10.000µs 📉 -90.0%) vs baseline: -0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.9%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.539µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.7%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes

Time: ✅ 0.969µs (SLO: <10.000µs 📉 -90.3%) vs baseline: +0.6%

Memory: ✅ 37.945MB (SLO: <39.000MB -2.7%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.253µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +1.9%

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

✅ modulo_noaspect

Time: ✅ 0.628µs (SLO: <10.000µs 📉 -93.7%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.7%

✅ replace_aspect

Time: ✅ 4.939µs (SLO: <10.000µs 📉 -50.6%) vs baseline: +0.3%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.7%

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: ~same

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ repr_aspect

Time: ✅ 0.913µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.3%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +5.0%

✅ repr_noaspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.6%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.4%

✅ rstrip_aspect

Time: ✅ 1.879µs (SLO: <20.000µs 📉 -90.6%) vs baseline: +1.4%

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

✅ rstrip_noaspect

Time: ✅ 0.376µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.7%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.1%

✅ slice_aspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

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

✅ slice_noaspect

Time: ✅ 0.450µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +1.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.0%

✅ stringio_aspect

Time: ✅ 1.525µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

Memory: ✅ 37.926MB (SLO: <39.000MB -2.8%) vs baseline: +4.7%

✅ stringio_noaspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +3.8%

✅ strip_aspect

Time: ✅ 2.214µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.4%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +5.0%

✅ strip_noaspect

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.8%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +3.7%

✅ swapcase_aspect

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +1.6%

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

✅ swapcase_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +3.8%

✅ title_aspect

Time: ✅ 2.377µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.9%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

✅ title_noaspect

Time: ✅ 0.508µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +3.9%

✅ translate_aspect

Time: ✅ 3.291µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +1.4%

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

✅ translate_noaspect

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

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +3.5%

✅ upper_aspect

Time: ✅ 2.242µs (SLO: <10.000µs 📉 -77.6%) vs baseline: +1.5%

Memory: ✅ 37.945MB (SLO: <39.000MB -2.7%) vs baseline: +4.4%

✅ upper_noaspect

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

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

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.292µs (SLO: <10.000µs 📉 -57.1%) vs baseline: +1.8%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.0%

✅ ospathbasename_noaspect

Time: ✅ 1.089µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.4%

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

✅ ospathjoin_aspect

Time: ✅ 6.213µs (SLO: <10.000µs 📉 -37.9%) vs baseline: +0.3%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.296µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ ospathnormcase_aspect

Time: ✅ 3.603µs (SLO: <10.000µs 📉 -64.0%) vs baseline: -1.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

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

✅ ospathsplit_aspect

Time: ✅ 4.815µs (SLO: <10.000µs 📉 -51.8%) vs baseline: -0.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ ospathsplit_noaspect

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.0%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ ospathsplitdrive_aspect

Time: ✅ 3.723µs (SLO: <10.000µs 📉 -62.8%) vs baseline: -0.9%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.696µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ ospathsplitext_aspect

Time: ✅ 4.603µs (SLO: <10.000µs 📉 -54.0%) vs baseline: ~same

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

✅ ospathsplitext_noaspect

Time: ✅ 1.377µs (SLO: <10.000µs 📉 -86.2%) vs baseline: ~same

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.429µs (SLO: <10.000µs 📉 -85.7%) vs baseline: -0.4%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.7%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.8%

✅ split_aspect

Time: ✅ 1.409µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ split_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 1.426µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +0.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ splitlines_noaspect

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

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

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 49.066µs (SLO: <60.000µs 📉 -18.2%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.4%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.452ms (SLO: <47.150ms 📉 -14.2%) vs baseline: +0.8%

Memory: ✅ 43.746MB (SLO: <47.000MB -6.9%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 315.813ms (SLO: <344.800ms -8.4%) vs baseline: ~same

Memory: ✅ 653.079MB (SLO: <675.000MB -3.2%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 286.692ms (SLO: <314.000ms -8.7%) vs baseline: -0.4%

Memory: ✅ 653.443MB (SLO: <675.000MB -3.2%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.003ms (SLO: <92.350ms 📉 -13.4%) vs baseline: +0.2%

Memory: ✅ 39.591MB (SLO: <46.500MB 📉 -14.9%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 38.132ms (SLO: <44.500ms 📉 -14.3%) vs baseline: +0.9%

Memory: ✅ 43.243MB (SLO: <47.500MB -9.0%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.322ms (SLO: <67.650ms 📉 -13.8%) vs baseline: +0.2%

Memory: ✅ 39.916MB (SLO: <47.000MB 📉 -15.1%) vs baseline: +4.8%

✅ set-status

Time: ✅ 44.404ms (SLO: <50.400ms 📉 -11.9%) vs baseline: +1.1%

Memory: ✅ 43.168MB (SLO: <47.000MB -8.2%) vs baseline: +4.9%

✅ start

Time: ✅ 37.341ms (SLO: <43.450ms 📉 -14.1%) vs baseline: +0.7%

Memory: ✅ 43.123MB (SLO: <47.000MB -8.2%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 81.604ms (SLO: <88.000ms -7.3%) vs baseline: -0.3%

Memory: ✅ 34.505MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 83.245ms (SLO: <89.000ms -6.5%) vs baseline: ~same

Memory: ✅ 34.505MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.4%

✅ update-name

Time: ✅ 38.864ms (SLO: <45.150ms 📉 -13.9%) vs baseline: -0.7%

Memory: ✅ 43.508MB (SLO: <47.000MB -7.4%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.189ms (SLO: <354.300ms -3.7%) vs baseline: -0.8%

Memory: ✅ 37.919MB (SLO: <40.000MB -5.2%) vs baseline: +5.4%

✅ cache_on

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

Memory: ✅ 35.914MB (SLO: <39.000MB -7.9%) vs baseline: +4.4%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.250µs (SLO: <170.000µs -8.7%) vs baseline: ~same

Memory: ✅ 36.977MB (SLO: <38.500MB -4.0%) vs baseline: +5.6%

✅ import_many_cached

Time: ✅ 120.744µs (SLO: <130.000µs -7.1%) vs baseline: ~same

Memory: ✅ 37.081MB (SLO: <38.500MB -3.7%) vs baseline: +5.8%

✅ import_many_stdlib

Time: ✅ 1.620ms (SLO: <1.750ms -7.4%) vs baseline: +0.5%

Memory: ✅ 37.182MB (SLO: <38.500MB -3.4%) vs baseline: +5.5%

✅ import_many_stdlib_cached

Time: ✅ 0.979ms (SLO: <1.100ms 📉 -11.0%) vs baseline: -0.5%

Memory: ✅ 36.900MB (SLO: <38.500MB -4.2%) vs baseline: +3.9%

✅ import_many_unknown

Time: ✅ 844.174µs (SLO: <890.000µs -5.1%) vs baseline: +1.8%

Memory: ✅ 36.951MB (SLO: <38.500MB -4.0%) vs baseline: +5.1%

✅ import_many_unknown_cached

Time: ✅ 794.536µs (SLO: <870.000µs -8.7%) vs baseline: +1.1%

Memory: ✅ 37.369MB (SLO: <38.500MB -2.9%) vs baseline: +5.6%

✅ import_one

Time: ✅ 19.704µs (SLO: <30.000µs 📉 -34.3%) vs baseline: -0.6%

Memory: ✅ 36.682MB (SLO: <39.000MB -5.9%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.314µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.6%

Memory: ✅ 36.437MB (SLO: <38.500MB -5.4%) vs baseline: +4.2%

✅ import_one_stdlib

Time: ✅ 18.739µs (SLO: <20.000µs -6.3%) vs baseline: +0.3%

Memory: ✅ 36.572MB (SLO: <38.500MB -5.0%) vs baseline: +4.6%

✅ import_one_stdlib_cache

Time: ✅ 6.274µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.7%

Memory: ✅ 37.086MB (SLO: <38.500MB -3.7%) vs baseline: +5.2%

✅ import_one_unknown

Time: ✅ 45.407µs (SLO: <50.000µs -9.2%) vs baseline: -0.1%

Memory: ✅ 36.631MB (SLO: <38.500MB -4.9%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.318µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.9%

Memory: ✅ 36.966MB (SLO: <38.500MB -4.0%) vs baseline: +4.8%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.363µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.2%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +5.1%

✅ high_rate_limit

Time: ✅ 2.409µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.4%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +5.2%

✅ long_window

Time: ✅ 2.350µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.3%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +5.1%

✅ low_rate_limit

Time: ✅ 2.359µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.4%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.828µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.1%

Memory: ✅ 31.674MB (SLO: <34.000MB -6.8%) vs baseline: +4.8%

✅ short_window

Time: ✅ 2.474µs (SLO: <10.000µs 📉 -75.3%) vs baseline: -1.1%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +5.0%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.032ms (SLO: <320.950ms -3.7%) vs baseline: ~same

Memory: ✅ 32.814MB (SLO: <34.500MB -4.9%) vs baseline: +4.8%

✅ deep-profiled

Time: ✅ 327.822ms (SLO: <359.150ms -8.7%) vs baseline: -0.1%

Memory: ✅ 37.463MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ medium

Time: ✅ 7.089ms (SLO: <7.400ms -4.2%) vs baseline: +0.5%

Memory: ✅ 31.988MB (SLO: <34.000MB -5.9%) vs baseline: +4.7%

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms -10.0%) vs baseline: ~same

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%) vs baseline: +4.7%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.385µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.2%

Memory: ✅ 32.008MB (SLO: <34.000MB -5.9%) vs baseline: +4.9%

✅ high_match

Time: ✅ 173.340µs (SLO: <480.000µs 📉 -63.9%) vs baseline: -2.0%

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

✅ low_match

Time: ✅ 99.041µs (SLO: <120.000µs 📉 -17.5%) vs baseline: -0.6%

Memory: ✅ 600.640MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.674ms (SLO: <8.500ms 📉 -68.5%) vs baseline: -0.1%

Memory: ✅ 68.196MB (SLO: <75.000MB -9.1%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.532µs (SLO: <20.000µs 📉 -47.3%) vs baseline: -0.3%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.2%

✅ all-enabled

Time: ✅ 39.714µs (SLO: <50.000µs 📉 -20.6%) vs baseline: -0.5%

Memory: ✅ 32.499MB (SLO: <34.000MB -4.4%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 40.385µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -0.3%

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

✅ no-collectipvariant

Time: ✅ 39.572µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.8%

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

✅ no-useragentvariant

Time: ✅ 38.316µs (SLO: <50.000µs 📉 -23.4%) vs baseline: -0.4%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.1%

✅ obfuscation-no-query

Time: ✅ 40.125µs (SLO: <50.000µs 📉 -19.7%) vs baseline: -0.4%

Memory: ✅ 32.499MB (SLO: <34.000MB -4.4%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.513µs (SLO: <90.000µs 📉 -16.1%) vs baseline: -0.2%

Memory: ✅ 32.932MB (SLO: <34.000MB -3.1%) vs baseline: +4.7%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.100µs (SLO: <90.000µs 📉 -15.4%) vs baseline: -0.2%

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +5.1%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.250µs (SLO: <170.000µs -9.3%) vs baseline: ~same

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.426µs (SLO: <160.000µs -7.2%) vs baseline: ~same

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.653µs (SLO: <170.000µs -9.0%) vs baseline: ~same

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

✅ useragentvariant_exists_1

Time: ✅ 39.190µs (SLO: <50.000µs 📉 -21.6%) vs baseline: +0.2%

Memory: ✅ 32.499MB (SLO: <34.000MB -4.4%) vs baseline: +4.8%

✅ useragentvariant_exists_2

Time: ✅ 40.357µs (SLO: <50.000µs 📉 -19.3%) vs baseline: +0.1%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +5.2%

✅ useragentvariant_exists_3

Time: ✅ 39.715µs (SLO: <50.000µs 📉 -20.6%) vs baseline: -0.1%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +5.1%

✅ useragentvariant_not_exists_1

Time: ✅ 39.072µs (SLO: <50.000µs 📉 -21.9%) vs baseline: -0.4%

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +4.5%

✅ useragentvariant_not_exists_2

Time: ✅ 39.129µs (SLO: <50.000µs 📉 -21.7%) vs baseline: -0.1%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +4.7%

✅ span - 26/26

✅ add-event

Time: ✅ 20.003ms (SLO: <22.500ms 📉 -11.1%) vs baseline: +0.6%

Memory: ✅ 48.658MB (SLO: <53.000MB -8.2%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 90.127ms (SLO: <93.500ms -3.6%) vs baseline: +0.7%

Memory: ✅ 736.322MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 145.727ms (SLO: <155.000ms -6.0%) vs baseline: -0.4%

Memory: ✅ 735.709MB (SLO: <962.500MB 📉 -23.6%) vs baseline: +4.8%

✅ get-context

Time: ✅ 18.246ms (SLO: <20.500ms 📉 -11.0%) vs baseline: -0.3%

Memory: ✅ 47.426MB (SLO: <53.000MB 📉 -10.5%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 18.604ms (SLO: <20.500ms -9.2%) vs baseline: +0.4%

Memory: ✅ 47.362MB (SLO: <53.000MB 📉 -10.6%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 37.651ms (SLO: <40.000ms -5.9%) vs baseline: +0.6%

Memory: ✅ 41.811MB (SLO: <53.000MB 📉 -21.1%) vs baseline: +4.7%

✅ set-status

Time: ✅ 20.482ms (SLO: <22.000ms -6.9%) vs baseline: +2.0%

Memory: ✅ 47.472MB (SLO: <53.000MB 📉 -10.4%) vs baseline: +5.0%

✅ start

Time: ✅ 18.133ms (SLO: <20.500ms 📉 -11.5%) vs baseline: +0.1%

Memory: ✅ 47.355MB (SLO: <53.000MB 📉 -10.7%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 50.666ms (SLO: <52.500ms -3.5%) vs baseline: +0.4%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 52.110ms (SLO: <54.500ms -4.4%) vs baseline: +0.4%

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%) vs baseline: +4.6%

✅ start-finish-traceid128

Time: ✅ 54.116ms (SLO: <57.000ms -5.1%) vs baseline: +0.2%

Memory: ✅ 31.988MB (SLO: <34.000MB -5.9%) vs baseline: +4.9%

✅ start-traceid128

Time: ✅ 18.645ms (SLO: <22.500ms 📉 -17.1%) vs baseline: +0.8%

Memory: ✅ 47.449MB (SLO: <53.000MB 📉 -10.5%) vs baseline: +5.0%

✅ update-name

Time: ✅ 18.749ms (SLO: <22.000ms 📉 -14.8%) vs baseline: -0.1%

Memory: ✅ 48.021MB (SLO: <53.000MB -9.4%) vs baseline: +5.0%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.895µs (SLO: <20.000µs 📉 -85.5%) vs baseline: -1.5%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 203.836µs (SLO: <220.000µs -7.3%) vs baseline: -0.6%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.8%

✅ 1-distribution-metric-1-times

Time: ✅ 3.221µs (SLO: <20.000µs 📉 -83.9%) vs baseline: -1.3%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 213.208µs (SLO: <220.000µs -3.1%) vs baseline: -1.5%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.127µs (SLO: <20.000µs 📉 -89.4%) vs baseline: -1.6%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 135.953µs (SLO: <150.000µs -9.4%) vs baseline: ~same

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

✅ 1-rate-metric-1-times

Time: ✅ 3.038µs (SLO: <20.000µs 📉 -84.8%) vs baseline: -1.3%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +4.5%

✅ 1-rate-metrics-100-times

Time: ✅ 214.914µs (SLO: <250.000µs 📉 -14.0%) vs baseline: -0.5%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 21.058ms (SLO: <22.000ms -4.3%) vs baseline: +1.8%

Memory: ✅ 32.008MB (SLO: <34.000MB -5.9%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.247ms (SLO: <2.300ms -2.3%) vs baseline: +0.7%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.430ms (SLO: <1.550ms -7.7%) vs baseline: +1.3%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.267ms (SLO: <2.550ms 📉 -11.1%) vs baseline: +1.9%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.8%

✅ flush-1-metric

Time: ✅ 4.559µs (SLO: <20.000µs 📉 -77.2%) vs baseline: +0.8%

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

✅ flush-100-metrics

Time: ✅ 178.022µs (SLO: <250.000µs 📉 -28.8%) vs baseline: +0.3%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +4.6%

✅ flush-1000-metrics

Time: ✅ 2.152ms (SLO: <2.500ms 📉 -13.9%) vs baseline: +0.5%

Memory: ✅ 32.834MB (SLO: <34.500MB -4.8%) vs baseline: +4.7%

✅ tracer - 6/6

✅ large

Time: ✅ 29.469ms (SLO: <32.950ms 📉 -10.6%) vs baseline: -0.8%

Memory: ✅ 32.775MB (SLO: <34.500MB -5.0%) vs baseline: +3.3%

✅ medium

Time: ✅ 2.929ms (SLO: <3.200ms -8.5%) vs baseline: +0.2%

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%) vs baseline: +4.9%

✅ small

Time: ✅ 330.591µs (SLO: <370.000µs 📉 -10.7%) vs baseline: +0.4%

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%) 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

@Yun-Kim Yun-Kim merged commit ac8a144 into 3.17 Nov 5, 2025
491 checks passed
@Yun-Kim Yun-Kim deleted the backport-15124-to-3.17 branch November 5, 2025 14:41
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@Yun-Kim Yun-Kim Yun-Kim approved these changes

@vitor-de-araujo vitor-de-araujo vitor-de-araujo approved these changes

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

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@Yun-Kim @vitor-de-araujo @christophe-papazian