dd-trace-py feat(LLMObs): update the prompt annotation

This PR updates the prompt typed dict extending it with a couple fields :

name : name of the prompt
chat_template : list of role,content pairs where content is a string template of a prompt It adds new ways to annotate the prompt both using :
@llm(prompt={...})
prompt_context(id, name, template, ...) It also adds the strict validation mode enabled in the @llm and prompt_context usages. Strict validation adds the following checks :
id is mandatory
either a template or a chat_template should be provided
version must be semver compatible

Checklist

[ ] PR author has checked that all the criteria below are met
The PR description includes an overview of the change
The PR description articulates the motivation for the change
The change includes tests OR the PR description describes a testing strategy
The PR description notes risks associated with the change, if any
Newly-added code is easy to change
The change follows the library release note guidelines
The change includes or references documentation updates if necessary
Backport labels are set (if applicable)

Reviewer Checklist

[ ] Reviewer has checked that all the criteria below are met
Title is accurate
All changes are related to the pull request's stated goal
Avoids breaking API changes
Testing strategy adequately addresses listed risks
Newly-added code is easy to change
Release note makes sense to a user of the library
If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
Backport labels are set in a manner that is consistent with the release branch maintenance policy

Feb 27 '25 18:02 yahya-mouman

CODEOWNERS have been resolved as:

releasenotes/notes/update-prompt-annotation-0fa90edf6829fe1d.yaml       @DataDog/apm-python
ddtrace/llmobs/_constants.py                                            @DataDog/ml-observability
ddtrace/llmobs/_integrations/langchain.py                               @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
ddtrace/llmobs/_utils.py                                                @DataDog/ml-observability
ddtrace/llmobs/utils.py                                                 @DataDog/ml-observability
tests/llmobs/test_llmobs.py                                             @DataDog/ml-observability
tests/llmobs/test_llmobs_service.py                                     @DataDog/ml-observability

Feb 27 '25 18:02 github-actions[bot]

Benchmarks

Benchmark execution time: 2025-05-06 14:49:14

Comparing candidate commit f6c24466a6491ebdac8cb01f413d55ce34a8b03d in PR branch yahya/update-prompt-annotation with baseline commit 6fdbeb53155c9f6ecc5db77c7f180143a762344f in branch main.

Found 14 performance improvements and 7 performance regressions! Performance is the same for 479 metrics, 8 unstable metrics.

scenario:iast_aspects-modulo_aspect_for_bytes_bytearray

🟥 execution_time [+125.615ns; +150.281ns] or [+12.331%; +14.752%]

scenario:iast_aspects-ospathbasename_aspect

🟥 execution_time [+670.180ns; +826.476ns] or [+16.317%; +20.123%]

scenario:iast_aspects-ospathdirname_aspect

🟥 execution_time [+819.660ns; +987.342ns] or [+18.290%; +22.031%]

scenario:iast_aspects-ospathjoin_aspect

🟥 execution_time [+889.492ns; +955.990ns] or [+14.672%; +15.769%]

scenario:iast_aspects-ospathsplit_aspect

🟥 execution_time [+815.233ns; +1019.160ns] or [+17.356%; +21.697%]

scenario:iast_aspects-ospathsplitext_aspect

🟥 execution_time [+722.874ns; +856.940ns] or [+16.143%; +19.137%]

scenario:otelspan-start

🟥 execution_time [+3.317ms; +5.438ms] or [+7.999%; +13.110%]

scenario:packagesupdateimporteddependencies-import_many

🟩 execution_time [-27.035ms; -26.904ms] or [-99.670%; -99.186%]

scenario:packagesupdateimporteddependencies-import_many_cached

🟩 execution_time [-27.520µs; -26.034µs] or [-18.652%; -17.645%]

scenario:packagesupdateimporteddependencies-import_many_stdlib

🟩 execution_time [-727.892ms; -723.898ms] or [-100.174%; -99.624%]

scenario:packagesupdateimporteddependencies-import_many_stdlib_cached

🟩 execution_time [-719.475ms; -715.970ms] or [-100.220%; -99.732%]

scenario:packagesupdateimporteddependencies-import_many_unknown

🟩 execution_time [-29.911ms; -29.730ms] or [-97.598%; -97.005%]

scenario:packagesupdateimporteddependencies-import_many_unknown_cached

🟩 execution_time [-236.099µs; -224.473µs] or [-23.063%; -21.928%]

scenario:packagesupdateimporteddependencies-import_one

🟩 execution_time [-11.284ms; -11.233ms] or [-100.053%; -99.597%]

scenario:packagesupdateimporteddependencies-import_one_cache

🟩 execution_time [-781.774ns; -682.389ns] or [-11.127%; -9.713%]

scenario:packagesupdateimporteddependencies-import_one_stdlib

🟩 execution_time [-10.314ms; -10.268ms] or [-100.042%; -99.595%]

scenario:packagesupdateimporteddependencies-import_one_stdlib_cache

🟩 execution_time [-674.695ns; -604.094ns] or [-9.774%; -8.751%]

scenario:packagesupdateimporteddependencies-import_one_unknown

🟩 execution_time [-19.752ms; -19.644ms] or [-100.042%; -99.496%]

scenario:packagesupdateimporteddependencies-import_one_unknown_cache

🟩 execution_time [-730.984ns; -632.508ns] or [-10.438%; -9.032%]

scenario:samplingrules-average_match

🟩 execution_time [-188.597µs; -184.602µs] or [-36.357%; -35.587%]

scenario:samplingrules-low_match

🟩 execution_time [-351.625µs; -347.101µs] or [-68.060%; -67.184%]

Feb 27 '25 18:02 pr-commenter[bot]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 273 ± 5 ms.

The average import time from base is: 274 ± 4 ms.

The import time difference between this PR and base is: -0.9 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.911 ms (0.70%)

ddtrace.bootstrap.sitecustomize 1.237 ms (0.45%)

ddtrace.bootstrap.preload 1.237 ms (0.45%)

ddtrace.internal.remoteconfig.client 0.626 ms (0.23%)

ddtrace 0.674 ms (0.25%)

ddtrace.internal._unpatched 0.030 ms (0.01%)

json 0.030 ms (0.01%)

json.decoder 0.030 ms (0.01%)

re 0.030 ms (0.01%)

enum 0.030 ms (0.01%)

types 0.030 ms (0.01%)

Mar 24 '25 16:03 github-actions[bot]

CODEOWNERS have been resolved as:

releasenotes/notes/update-prompt-annotation-0fa90edf6829fe1d.yaml       @DataDog/apm-python
ddtrace/llmobs/_constants.py                                            @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
ddtrace/llmobs/_utils.py                                                @DataDog/ml-observability
ddtrace/llmobs/utils.py                                                 @DataDog/ml-observability
tests/llmobs/test_llmobs.py                                             @DataDog/ml-observability
tests/llmobs/test_llmobs_service.py                                     @DataDog/ml-observability

Mar 31 '25 15:03 github-actions[bot]

_{No data reported at this time.

This comment will be updated automatically if new data arrives.

🔗 Commit SHA: 871f28f | Docs | Was this helpful? Give us feedback!}

May 12 '25 12:05 datadog-datadog-prod-us1[bot]

This pull request has been automatically closed after a period of inactivity. After this much time, it will likely be easier to open a new pull request with the same changes than to update this one from the base branch. Please comment or reopen if you think this pull request was closed in error.

Jul 06 '25 00:07 github-actions[bot]

Performance SLOs

Comparing candidate yahya/update-prompt-annotation (d9d6fc91f9d44edfbfd82ef589a873fa68c49579) with baseline main (fcacd83532e1275aee523650a45a0f25b44bae15)

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.318µs (SLO: <10.000µs 📉 -46.8%) vs baseline: 📈 +21.9%

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

✅ ospathbasename_noaspect

Time: ✅ 1.088µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.7%

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

✅ ospathjoin_aspect

Time: ✅ 6.666µs (SLO: <10.000µs 📉 -33.3%) vs baseline: +10.0%

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

✅ ospathjoin_noaspect

Time: ✅ 2.296µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +0.4%

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

✅ ospathnormcase_aspect

Time: ✅ 3.473µs (SLO: <10.000µs 📉 -65.3%) vs baseline: ~same

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

✅ ospathnormcase_noaspect

Time: ✅ 0.574µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.9%

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

✅ ospathsplit_aspect

Time: ✅ 4.920µs (SLO: <10.000µs 📉 -50.8%) vs baseline: -0.2%

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

✅ ospathsplit_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +2.2%

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

✅ ospathsplitdrive_aspect

Time: ✅ 4.233µs (SLO: <10.000µs 📉 -57.7%) vs baseline: 📈 +13.4%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.4%

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

✅ ospathsplitext_aspect

Time: ✅ 4.636µs (SLO: <10.000µs 📉 -53.6%) vs baseline: +0.7%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.381µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.4%

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

🟡 Near SLO Breach (2 suites)

🟡 djangosimple - 28/28

✅ appsec

Time: ✅ 20.521ms (SLO: <22.300ms -8.0%) vs baseline: -0.2%

Memory: ✅ 65.209MB (SLO: <67.000MB -2.7%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.1%) vs baseline: +0.5%

Memory: ✅ 64.105MB (SLO: <67.000MB -4.3%) vs baseline: +4.8%

✅ iast

Time: ✅ 20.495ms (SLO: <22.250ms -7.9%) vs baseline: -0.3%

Memory: ✅ 65.196MB (SLO: <67.000MB -2.7%) vs baseline: +4.7%

✅ profiler

Time: ✅ 15.249ms (SLO: <16.550ms -7.9%) vs baseline: -0.4%

Memory: ✅ 53.302MB (SLO: <54.500MB -2.2%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 26.125ms (SLO: <28.200ms -7.4%) vs baseline: ~same

Memory: ✅ 67.421MB (SLO: <69.500MB -3.0%) vs baseline: +4.9%

✅ tracer

Time: ✅ 20.498ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 65.278MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.084ms (SLO: <23.500ms -6.0%) vs baseline: -0.7%

Memory: ✅ 66.414MB (SLO: <67.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.415ms (SLO: <21.500ms -9.7%) vs baseline: +0.2%

Memory: ✅ 65.243MB (SLO: <66.000MB 🟡 -1.1%) vs baseline: +4.7%

✅ tracer-minimal

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

Memory: ✅ 65.047MB (SLO: <66.000MB 🟡 -1.4%) vs baseline: +5.1%

✅ tracer-native

Time: ✅ 20.511ms (SLO: <21.750ms -5.7%) vs baseline: -0.2%

Memory: ✅ 71.054MB (SLO: <72.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 18.422ms (SLO: <19.650ms -6.2%) vs baseline: -0.1%

Memory: ✅ 65.248MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 18.778ms (SLO: <20.100ms -6.6%) vs baseline: -0.3%

Memory: ✅ 64.863MB (SLO: <67.000MB -3.2%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 20.166ms (SLO: <21.500ms -6.2%) vs baseline: -0.3%

Memory: ✅ 65.254MB (SLO: <67.000MB -2.6%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 20.360ms (SLO: <22.000ms -7.5%) vs baseline: ~same

Memory: ✅ 65.220MB (SLO: <67.000MB -2.7%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 45.274ms (SLO: <47.150ms -4.0%) vs baseline: +0.2%

Memory: ✅ 45.063MB (SLO: <47.000MB -4.1%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 321.492ms (SLO: <344.800ms -6.8%) vs baseline: ~same

Memory: ✅ 553.509MB (SLO: <562.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 292.543ms (SLO: <314.000ms -6.8%) vs baseline: ~same

Memory: ✅ 554.131MB (SLO: <563.500MB 🟡 -1.7%) vs baseline: +4.8%

✅ get-context

Time: ✅ 82.651ms (SLO: <92.350ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 40.124MB (SLO: <46.500MB 📉 -13.7%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 42.726ms (SLO: <44.500ms -4.0%) vs baseline: -0.7%

Memory: ✅ 44.399MB (SLO: <47.500MB -6.5%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 61.656ms (SLO: <67.650ms -8.9%) vs baseline: +0.3%

Memory: ✅ 40.412MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +4.7%

✅ set-status

Time: ✅ 48.863ms (SLO: <50.400ms -3.1%) vs baseline: +0.6%

Memory: ✅ 44.347MB (SLO: <47.000MB -5.6%) vs baseline: +4.6%

✅ start

Time: ✅ 42.065ms (SLO: <43.450ms -3.2%) vs baseline: +0.3%

Memory: ✅ 44.358MB (SLO: <47.000MB -5.6%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 84.306ms (SLO: <88.000ms -4.2%) vs baseline: +2.0%

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

✅ start-finish-telemetry

Time: ✅ 84.203ms (SLO: <89.000ms -5.4%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.8%

✅ update-name

Time: ✅ 44.116ms (SLO: <45.150ms -2.3%) vs baseline: ~same

Memory: ✅ 44.654MB (SLO: <47.000MB -5.0%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)

⚠️ coreapiscenario - 12/12 (2 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.411µs (SLO: <20.000µs 📉 -32.9%) vs baseline: +0.1%

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

✅ context_with_data_no_listeners

Time: ✅ 3.402µs (SLO: <10.000µs 📉 -66.0%) vs baseline: +0.2%

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

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.467µs (SLO: <20.000µs 📉 -32.7%) vs baseline: +1.1%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +5.0%

✅ get_item_exists

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -3.2%

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

✅ get_item_missing

Time: ✅ 0.634µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.9%

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

✅ set_item

Time: ✅ 24.094µs (SLO: <30.000µs 📉 -19.7%) vs baseline: -0.2%

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

✅ All Tests Passing (20 suites)

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.056ms (SLO: <19.850ms -9.0%) vs baseline: ~same

Memory: ✅ 65.024MB (SLO: <66.500MB -2.2%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 18.040ms (SLO: <19.400ms -7.0%) vs baseline: ~same

Memory: ✅ 64.938MB (SLO: <66.500MB -2.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.054ms (SLO: <19.450ms -7.2%) vs baseline: +0.6%

Memory: ✅ 64.920MB (SLO: <66.500MB -2.4%) vs baseline: +4.9%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.092ms (SLO: <2.300ms -9.0%) vs baseline: +0.2%

Memory: ✅ 51.767MB (SLO: <53.500MB -3.2%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.086ms (SLO: <2.250ms -7.3%) vs baseline: -0.3%

Memory: ✅ 51.826MB (SLO: <53.500MB -3.1%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.089ms (SLO: <2.300ms -9.2%) vs baseline: -0.2%

Memory: ✅ 51.885MB (SLO: <53.500MB -3.0%) vs baseline: +5.1%

✅ flasksimple - 16/16

✅ appsec-get

Time: ✅ 4.575ms (SLO: <4.750ms -3.7%) vs baseline: -0.2%

Memory: ✅ 62.872MB (SLO: <65.000MB -3.3%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.579ms (SLO: <6.750ms -2.5%) vs baseline: -0.3%

Memory: ✅ 63.088MB (SLO: <65.000MB -2.9%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 4.577ms (SLO: <4.750ms -3.6%) vs baseline: -0.5%

Memory: ✅ 62.839MB (SLO: <65.000MB -3.3%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: -0.5%

Memory: ✅ 45.334MB (SLO: <47.000MB -3.5%) vs baseline: +4.6%

✅ iast-get

Time: ✅ 1.865ms (SLO: <2.000ms -6.7%) vs baseline: -0.1%

Memory: ✅ 41.913MB (SLO: <49.000MB 📉 -14.5%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.913ms (SLO: <2.100ms -8.9%) vs baseline: -0.5%

Memory: ✅ 45.124MB (SLO: <47.000MB -4.0%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.374ms (SLO: <3.650ms -7.6%) vs baseline: -0.1%

Memory: ✅ 52.236MB (SLO: <53.500MB -2.4%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.378ms (SLO: <3.650ms -7.4%) vs baseline: ~same

Memory: ✅ 58.019MB (SLO: <60.000MB -3.3%) vs baseline: +4.9%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.956ms (SLO: <4.200ms -5.8%) vs baseline: +0.4%

Memory: ✅ 63.131MB (SLO: <66.000MB -4.3%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.452ms (SLO: <2.800ms 📉 -12.4%) vs baseline: -0.3%

Memory: ✅ 58.629MB (SLO: <60.000MB -2.3%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.084ms (SLO: <2.250ms -7.4%) vs baseline: +0.3%

Memory: ✅ 51.806MB (SLO: <54.500MB -4.9%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.488µs (SLO: <100.000µs 📉 -19.5%) vs baseline: -0.4%

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

✅ b3_headers

Time: ✅ 14.326µs (SLO: <20.000µs 📉 -28.4%) vs baseline: +0.5%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.8%

✅ b3_single_headers

Time: ✅ 13.431µs (SLO: <20.000µs 📉 -32.8%) vs baseline: +0.7%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.809µs (SLO: <80.000µs 📉 -20.2%) vs baseline: +1.0%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.689µs (SLO: <80.000µs 📉 -17.9%) vs baseline: ~same

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

✅ empty_headers

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.2%

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

✅ full_t_id_datadog_headers

Time: ✅ 24.172µs (SLO: <30.000µs 📉 -19.4%) vs baseline: +6.5%

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

✅ invalid_priority_header

Time: ✅ 6.562µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.7%

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

✅ invalid_span_id_header

Time: ✅ 6.493µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.3%

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

✅ invalid_tags_header

Time: ✅ 6.534µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.3%

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

✅ invalid_trace_id_header

Time: ✅ 6.532µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.2%

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

✅ large_header_no_matches

Time: ✅ 27.512µs (SLO: <30.000µs -8.3%) vs baseline: -0.2%

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

✅ large_valid_headers_all

Time: ✅ 28.735µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.773µs (SLO: <20.000µs 📉 -51.1%) vs baseline: ~same

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

✅ medium_valid_headers_all

Time: ✅ 11.244µs (SLO: <20.000µs 📉 -43.8%) vs baseline: +0.5%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ none_propagation_style

Time: ✅ 1.688µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.2%

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

✅ tracecontext_headers

Time: ✅ 34.500µs (SLO: <40.000µs 📉 -13.7%) vs baseline: +0.4%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 6.532µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.5%

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

✅ valid_headers_basic

Time: ✅ 6.096µs (SLO: <10.000µs 📉 -39.0%) vs baseline: ~same

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

✅ wsgi_empty_headers

Time: ✅ 1.581µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.7%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ wsgi_invalid_priority_header

Time: ✅ 6.638µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +1.0%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.3%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_invalid_tags_header

Time: ✅ 6.586µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.2%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.605µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.6%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.671µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.4%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.861µs (SLO: <40.000µs 📉 -25.3%) vs baseline: ~same

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.031µs (SLO: <20.000µs 📉 -49.8%) vs baseline: -0.5%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.435µs (SLO: <20.000µs 📉 -42.8%) vs baseline: +0.2%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_valid_headers_all

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.5%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_valid_headers_basic

Time: ✅ 6.205µs (SLO: <10.000µs 📉 -37.9%) vs baseline: +1.6%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.964µs (SLO: <30.000µs 📉 -26.8%) vs baseline: +0.7%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ with_all

Time: ✅ 29.416µs (SLO: <40.000µs 📉 -26.5%) vs baseline: +0.7%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ with_dd_origin

Time: ✅ 25.674µs (SLO: <30.000µs 📉 -14.4%) vs baseline: +0.5%

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

✅ with_priority_and_origin

Time: ✅ 25.654µs (SLO: <40.000µs 📉 -35.9%) vs baseline: +2.3%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 21.846µs (SLO: <30.000µs 📉 -27.2%) vs baseline: ~same

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

✅ with_tags

Time: ✅ 28.365µs (SLO: <40.000µs 📉 -29.1%) vs baseline: +4.0%

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

✅ with_tags_invalid

Time: ✅ 28.775µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.2%

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

✅ with_tags_max_size

Time: ✅ 27.905µs (SLO: <40.000µs 📉 -30.2%) vs baseline: +0.7%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.853µs (SLO: <40.000µs 📉 -15.4%) vs baseline: +5.5%

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

✅ re_expand_noaspect

Time: ✅ 29.828µs (SLO: <40.000µs 📉 -25.4%) vs baseline: +4.2%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.5%

✅ re_findall_aspect

Time: ✅ 2.886µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -1.3%

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

✅ re_findall_noaspect

Time: ✅ 1.406µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.8%

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

✅ re_finditer_aspect

Time: ✅ 4.540µs (SLO: <10.000µs 📉 -54.6%) vs baseline: +0.2%

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

✅ re_finditer_noaspect

Time: ✅ 1.408µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.5%

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

✅ re_fullmatch_aspect

Time: ✅ 3.042µs (SLO: <10.000µs 📉 -69.6%) vs baseline: +9.1%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.302µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.5%

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

✅ re_group_aspect

Time: ✅ 3.218µs (SLO: <10.000µs 📉 -67.8%) vs baseline: +7.0%

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

✅ re_group_noaspect

Time: ✅ 1.585µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -2.6%

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

✅ re_groups_aspect

Time: ✅ 3.363µs (SLO: <10.000µs 📉 -66.4%) vs baseline: +6.3%

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

✅ re_groups_noaspect

Time: ✅ 1.698µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.3%

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

✅ re_match_aspect

Time: ✅ 3.093µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +8.1%

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

✅ re_match_noaspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.3%

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

✅ re_search_aspect

Time: ✅ 2.619µs (SLO: <10.000µs 📉 -73.8%) vs baseline: -0.7%

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

✅ re_search_noaspect

Time: ✅ 1.202µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.2%

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

✅ re_sub_aspect

Time: ✅ 3.464µs (SLO: <10.000µs 📉 -65.4%) vs baseline: -0.1%

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

✅ re_sub_noaspect

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

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

✅ re_subn_aspect

Time: ✅ 3.706µs (SLO: <10.000µs 📉 -62.9%) vs baseline: ~same

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

✅ re_subn_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.3%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.8%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ add_inplace_aspect

Time: ✅ 0.410µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.2%

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

✅ add_inplace_noaspect

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

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

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.7%

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

✅ bytearray_aspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.6%

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

✅ bytearray_extend_aspect

Time: ✅ 1.483µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +1.1%

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

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: +0.4%

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

✅ bytearray_noaspect

Time: ✅ 0.483µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.5%

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

✅ bytes_aspect

Time: ✅ 1.293µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.8%

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

✅ bytes_noaspect

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

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

✅ bytesio_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +0.4%

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

✅ bytesio_noaspect

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

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

✅ capitalize_aspect

Time: ✅ 0.731µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.4%

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

✅ capitalize_noaspect

Time: ✅ 0.434µs (SLO: <10.000µs 📉 -95.7%) vs baseline: +0.1%

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

✅ casefold_aspect

Time: ✅ 0.745µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.7%

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

✅ casefold_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

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

✅ decode_aspect

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

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

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.2%

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

✅ encode_aspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +1.2%

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

✅ encode_noaspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.4%

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

✅ format_aspect

Time: ✅ 3.424µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -0.4%

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

✅ format_map_aspect

Time: ✅ 3.672µs (SLO: <10.000µs 📉 -63.3%) vs baseline: +0.6%

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

✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.5%

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

✅ format_noaspect

Time: ✅ 0.597µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.2%

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

✅ index_aspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -1.0%

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

✅ index_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.3%

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

✅ join_aspect

Time: ✅ 1.366µs (SLO: <10.000µs 📉 -86.3%) vs baseline: ~same

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

✅ join_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +1.1%

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

✅ ljust_aspect

Time: ✅ 2.600µs (SLO: <20.000µs 📉 -87.0%) vs baseline: -0.5%

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

✅ ljust_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.6%

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

✅ lower_aspect

Time: ✅ 2.213µs (SLO: <10.000µs 📉 -77.9%) vs baseline: -0.8%

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

✅ lower_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.6%

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

✅ lstrip_aspect

Time: ✅ 2.267µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.1%

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

✅ lstrip_noaspect

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

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

✅ modulo_aspect

Time: ✅ 1.000µs (SLO: <10.000µs 📉 -90.0%) vs baseline: -0.5%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.553µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.6%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.981µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.258µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +0.9%

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

✅ modulo_noaspect

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.8%

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

✅ replace_aspect

Time: ✅ 4.926µs (SLO: <10.000µs 📉 -50.7%) vs baseline: ~same

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

✅ replace_noaspect

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

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.7%

✅ repr_aspect

Time: ✅ 0.903µs (SLO: <10.000µs 📉 -91.0%) vs baseline: ~same

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

✅ repr_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ rstrip_aspect

Time: ✅ 1.973µs (SLO: <20.000µs 📉 -90.1%) vs baseline: +1.3%

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

✅ rstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.5%

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

✅ slice_aspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.9%

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

✅ slice_noaspect

Time: ✅ 0.450µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.6%

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

✅ stringio_aspect

Time: ✅ 1.563µs (SLO: <10.000µs 📉 -84.4%) vs baseline: -0.7%

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

✅ stringio_noaspect

Time: ✅ 0.728µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +1.7%

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

✅ strip_aspect

Time: ✅ 2.244µs (SLO: <20.000µs 📉 -88.8%) vs baseline: -0.5%

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

✅ strip_noaspect

Time: ✅ 0.391µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.5%

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

✅ swapcase_aspect

Time: ✅ 2.444µs (SLO: <10.000µs 📉 -75.6%) vs baseline: -0.8%

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

✅ swapcase_noaspect

Time: ✅ 0.538µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.6%

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

✅ title_aspect

Time: ✅ 2.318µs (SLO: <10.000µs 📉 -76.8%) vs baseline: -0.8%

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

✅ title_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.5%

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

✅ translate_aspect

Time: ✅ 3.261µs (SLO: <10.000µs 📉 -67.4%) vs baseline: -0.7%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.1%

✅ translate_noaspect

Time: ✅ 1.045µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.5%

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

✅ upper_aspect

Time: ✅ 2.240µs (SLO: <10.000µs 📉 -77.6%) vs baseline: +0.7%

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

✅ upper_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.3%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +8.3%

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

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.0%

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

✅ split_aspect

Time: ✅ 1.478µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +2.3%

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

✅ split_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.6%

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

✅ splitlines_aspect

Time: ✅ 1.449µs (SLO: <10.000µs 📉 -85.5%) vs baseline: +0.7%

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

✅ splitlines_noaspect

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.7%

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

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.798µs (SLO: <60.000µs 📉 -18.7%) vs baseline: -0.5%

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

✅ propagation_enabled

Time: ✅ 171.382µs (SLO: <190.000µs -9.8%) vs baseline: -0.7%

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

✅ propagation_enabled_100

Time: ✅ 1.968ms (SLO: <2.300ms 📉 -14.4%) vs baseline: +2.5%

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

✅ propagation_enabled_1000

Time: ✅ 32.530ms (SLO: <34.550ms -5.8%) vs baseline: -0.5%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.827ms (SLO: <42.000ms -2.8%) vs baseline: +0.5%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.0%

✅ add-link

Time: ✅ 36.260ms (SLO: <38.550ms -5.9%) vs baseline: -0.4%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 222.904ms (SLO: <232.000ms -3.9%) vs baseline: +1.1%

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

✅ add-tags

Time: ✅ 212.709ms (SLO: <221.600ms -4.0%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.7%

✅ get-context

Time: ✅ 29.851ms (SLO: <31.300ms -4.6%) vs baseline: +2.0%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 29.530ms (SLO: <31.000ms -4.7%) vs baseline: +0.9%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.251ms (SLO: <65.850ms -3.9%) vs baseline: +0.5%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.8%

✅ set-status

Time: ✅ 32.150ms (SLO: <34.150ms -5.9%) vs baseline: +0.9%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ start

Time: ✅ 29.284ms (SLO: <30.150ms -2.9%) vs baseline: +1.9%

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

✅ start-finish

Time: ✅ 34.160ms (SLO: <35.350ms -3.4%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.2%

✅ start-finish-telemetry

Time: ✅ 33.817ms (SLO: <35.450ms -4.6%) vs baseline: -0.5%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.9%

✅ update-name

Time: ✅ 31.282ms (SLO: <33.400ms -6.3%) vs baseline: +0.6%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.744ms (SLO: <354.300ms -3.5%) vs baseline: ~same

Memory: ✅ 38.037MB (SLO: <40.000MB -4.9%) vs baseline: +4.4%

✅ cache_on

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.0%

Memory: ✅ 36.646MB (SLO: <39.000MB -6.0%) vs baseline: +5.0%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.698µs (SLO: <170.000µs -9.0%) vs baseline: -0.5%

Memory: ✅ 36.632MB (SLO: <38.500MB -4.9%) vs baseline: +5.6%

✅ import_many_cached

Time: ✅ 120.896µs (SLO: <130.000µs -7.0%) vs baseline: -0.1%

Memory: ✅ 36.302MB (SLO: <38.500MB -5.7%) vs baseline: +5.0%

✅ import_many_stdlib

Time: ✅ 1.599ms (SLO: <1.750ms -8.6%) vs baseline: -0.2%

Memory: ✅ 36.663MB (SLO: <38.500MB -4.8%) vs baseline: +4.7%

✅ import_many_stdlib_cached

Time: ✅ 0.964ms (SLO: <1.100ms 📉 -12.3%) vs baseline: -0.4%

Memory: ✅ 36.311MB (SLO: <38.500MB -5.7%) vs baseline: +4.8%

✅ import_many_unknown

Time: ✅ 831.360µs (SLO: <890.000µs -6.6%) vs baseline: -0.9%

Memory: ✅ 36.595MB (SLO: <38.500MB -4.9%) vs baseline: +4.4%

✅ import_many_unknown_cached

Time: ✅ 791.954µs (SLO: <870.000µs -9.0%) vs baseline: +0.3%

Memory: ✅ 36.308MB (SLO: <38.500MB -5.7%) vs baseline: +3.8%

✅ import_one

Time: ✅ 19.681µs (SLO: <30.000µs 📉 -34.4%) vs baseline: -0.6%

Memory: ✅ 36.311MB (SLO: <39.000MB -6.9%) vs baseline: +5.1%

✅ import_one_cache

Time: ✅ 6.233µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -0.8%

Memory: ✅ 36.518MB (SLO: <38.500MB -5.1%) vs baseline: +5.3%

✅ import_one_stdlib

Time: ✅ 18.660µs (SLO: <20.000µs -6.7%) vs baseline: -0.4%

Memory: ✅ 36.505MB (SLO: <38.500MB -5.2%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.275µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 36.291MB (SLO: <38.500MB -5.7%) vs baseline: +4.6%

✅ import_one_unknown

Time: ✅ 45.113µs (SLO: <50.000µs -9.8%) vs baseline: -0.6%

Memory: ✅ 36.497MB (SLO: <38.500MB -5.2%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.330µs (SLO: <10.000µs 📉 -36.7%) vs baseline: +1.3%

Memory: ✅ 36.313MB (SLO: <38.500MB -5.7%) vs baseline: +4.2%

✅ ratelimiter - 12/12

✅ defaults

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

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +3.7%

✅ high_rate_limit

Time: ✅ 2.418µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +0.2%

Memory: ✅ 31.320MB (SLO: <34.000MB -7.9%) vs baseline: +3.4%

✅ long_window

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -1.0%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +4.5%

✅ low_rate_limit

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -1.1%

Memory: ✅ 31.398MB (SLO: <34.000MB -7.7%) vs baseline: +3.6%

✅ no_rate_limit

Time: ✅ 0.829µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.6%

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%) vs baseline: +3.6%

✅ short_window

Time: ✅ 2.471µs (SLO: <10.000µs 📉 -75.3%) vs baseline: -1.4%

Memory: ✅ 31.339MB (SLO: <34.000MB -7.8%) vs baseline: +3.6%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.698ms (SLO: <320.950ms -3.8%) vs baseline: ~same

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

✅ deep-profiled

Time: ✅ 326.513ms (SLO: <359.150ms -9.1%) vs baseline: +0.1%

Memory: ✅ 35.960MB (SLO: <39.000MB -7.8%) vs baseline: +4.6%

✅ medium

Time: ✅ 7.093ms (SLO: <7.400ms -4.1%) vs baseline: +0.1%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ shallow

Time: ✅ 0.954ms (SLO: <1.050ms -9.2%) vs baseline: ~same

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

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.751µs (SLO: <290.000µs 📉 -48.7%) vs baseline: ~same

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.8%

✅ high_match

Time: ✅ 195.626µs (SLO: <480.000µs 📉 -59.2%) vs baseline: ~same

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ low_match

Time: ✅ 100.588µs (SLO: <120.000µs 📉 -16.2%) vs baseline: +1.3%

Memory: ✅ 632.416MB (SLO: <700.000MB -9.7%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.900ms (SLO: <8.500ms 📉 -65.9%) vs baseline: ~same

Memory: ✅ 70.112MB (SLO: <75.000MB -6.5%) vs baseline: +4.7%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.689µs (SLO: <20.000µs 📉 -46.6%) vs baseline: +0.4%

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

✅ all-enabled

Time: ✅ 40.138µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.4%

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

✅ collectipvariant_exists

Time: ✅ 40.752µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.2%

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

✅ no-collectipvariant

Time: ✅ 39.932µs (SLO: <50.000µs 📉 -20.1%) vs baseline: ~same

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.8%

✅ no-useragentvariant

Time: ✅ 38.878µs (SLO: <50.000µs 📉 -22.2%) vs baseline: +0.2%

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

✅ obfuscation-no-query

Time: ✅ 41.136µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +1.9%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.675µs (SLO: <90.000µs 📉 -15.9%) vs baseline: +0.2%

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

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.333µs (SLO: <90.000µs 📉 -15.2%) vs baseline: +0.3%

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

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.885µs (SLO: <170.000µs -9.5%) vs baseline: +0.3%

Memory: ✅ 32.598MB (SLO: <34.500MB -5.5%) vs baseline: +5.2%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 147.794µs (SLO: <160.000µs -7.6%) vs baseline: -0.1%

Memory: ✅ 32.617MB (SLO: <34.500MB -5.5%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.317µs (SLO: <170.000µs -8.6%) vs baseline: +0.9%

Memory: ✅ 32.519MB (SLO: <34.500MB -5.7%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.445µs (SLO: <50.000µs 📉 -21.1%) vs baseline: ~same

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.751µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.7%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 40.014µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.2%

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

✅ useragentvariant_not_exists_1

Time: ✅ 39.260µs (SLO: <50.000µs 📉 -21.5%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 40.071µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +1.8%

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

✅ span - 26/26

✅ add-event

Time: ✅ 24.301ms (SLO: <26.200ms -7.2%) vs baseline: +0.4%

Memory: ✅ 51.619MB (SLO: <53.000MB -2.6%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 91.989ms (SLO: <98.350ms -6.5%) vs baseline: -0.4%

Memory: ✅ 606.908MB (SLO: <961.000MB 📉 -36.8%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 151.607ms (SLO: <168.550ms 📉 -10.1%) vs baseline: +0.6%

Memory: ✅ 608.253MB (SLO: <962.500MB 📉 -36.8%) vs baseline: +4.9%

✅ get-context

Time: ✅ 22.449ms (SLO: <23.700ms -5.3%) vs baseline: +0.3%

Memory: ✅ 50.319MB (SLO: <53.000MB -5.1%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 22.785ms (SLO: <23.900ms -4.7%) vs baseline: +0.9%

Memory: ✅ 50.402MB (SLO: <53.000MB -4.9%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 42.538ms (SLO: <44.500ms -4.4%) vs baseline: +0.4%

Memory: ✅ 43.215MB (SLO: <53.000MB 📉 -18.5%) vs baseline: +4.4%

✅ set-status

Time: ✅ 24.247ms (SLO: <26.000ms -6.7%) vs baseline: -0.2%

Memory: ✅ 50.330MB (SLO: <53.000MB -5.0%) vs baseline: +4.7%

✅ start

Time: ✅ 22.057ms (SLO: <23.500ms -6.1%) vs baseline: -0.4%

Memory: ✅ 50.350MB (SLO: <53.000MB -5.0%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.902ms (SLO: <55.500ms -6.5%) vs baseline: ~same

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

✅ start-finish-telemetry

Time: ✅ 53.575ms (SLO: <58.300ms -8.1%) vs baseline: +0.6%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +4.8%

✅ start-finish-traceid128

Time: ✅ 55.460ms (SLO: <60.050ms -7.6%) vs baseline: -0.4%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 22.607ms (SLO: <24.600ms -8.1%) vs baseline: -0.2%

Memory: ✅ 50.248MB (SLO: <53.000MB -5.2%) vs baseline: +4.5%

✅ update-name

Time: ✅ 23.320ms (SLO: <24.100ms -3.2%) vs baseline: +0.8%

Memory: ✅ 50.975MB (SLO: <53.000MB -3.8%) vs baseline: +4.6%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.169µs (SLO: <20.000µs 📉 -84.2%) vs baseline: +1.6%

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

✅ 1-count-metrics-100-times

Time: ✅ 213.320µs (SLO: <250.000µs 📉 -14.7%) vs baseline: -0.4%

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

✅ 1-distribution-metric-1-times

Time: ✅ 2.991µs (SLO: <20.000µs 📉 -85.0%) vs baseline: +2.3%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 194.151µs (SLO: <220.000µs 📉 -11.7%) vs baseline: +1.8%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.107µs (SLO: <20.000µs 📉 -89.5%) vs baseline: +1.1%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ 1-gauge-metrics-100-times

Time: ✅ 124.585µs (SLO: <150.000µs 📉 -16.9%) vs baseline: -0.9%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.3%

✅ 1-rate-metric-1-times

Time: ✅ 3.202µs (SLO: <20.000µs 📉 -84.0%) vs baseline: +2.3%

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

✅ 1-rate-metrics-100-times

Time: ✅ 213.546µs (SLO: <250.000µs 📉 -14.6%) vs baseline: +0.7%

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

✅ 100-count-metrics-100-times

Time: ✅ 21.381ms (SLO: <23.500ms -9.0%) vs baseline: -0.8%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 1.994ms (SLO: <2.250ms 📉 -11.4%) vs baseline: +0.3%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.286ms (SLO: <1.550ms 📉 -17.0%) vs baseline: -0.2%

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

✅ 100-rate-metrics-100-times

Time: ✅ 2.187ms (SLO: <2.550ms 📉 -14.2%) vs baseline: +0.2%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ flush-1-metric

Time: ✅ 4.193µs (SLO: <20.000µs 📉 -79.0%) vs baseline: +1.9%

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

✅ flush-100-metrics

Time: ✅ 181.899µs (SLO: <250.000µs 📉 -27.2%) vs baseline: +0.6%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.187ms (SLO: <2.500ms 📉 -12.5%) vs baseline: ~same

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +5.0%

✅ tracer - 6/6

✅ large

Time: ✅ 30.646ms (SLO: <32.950ms -7.0%) vs baseline: +0.4%

Memory: ✅ 33.227MB (SLO: <34.500MB -3.7%) vs baseline: +4.6%

✅ medium

Time: ✅ 2.992ms (SLO: <3.200ms -6.5%) vs baseline: +0.2%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +4.4%

✅ small

Time: ✅ 338.997µs (SLO: <370.000µs -8.4%) vs baseline: +0.2%

Memory: ✅ 31.752MB (SLO: <34.000MB -6.6%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (14 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

coreapiscenario-context_with_data_listeners_and_all_listeners
coreapiscenario-core_dispatch_listeners
coreapiscenario-core_dispatch_listeners_and_all_listeners
coreapiscenario-core_dispatch_no_listeners
coreapiscenario-core_dispatch_only_all_listeners
coreapiscenario-core_dispatch_with_results_listeners
coreapiscenario-core_dispatch_with_results_listeners_and_all_listeners
coreapiscenario-core_dispatch_with_results_no_listeners
coreapiscenario-core_dispatch_with_results_only_all_listeners
djangosimple-baseline
errortrackingdjangosimple-baseline
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline

Aug 05 '25 15:08 pr-commenter[bot]

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feat(LLMObs): update the prompt annotation

Checklist

Reviewer Checklist

Benchmarks

scenario:iast_aspects-modulo_aspect_for_bytes_bytearray

scenario:iast_aspects-ospathbasename_aspect

scenario:iast_aspects-ospathdirname_aspect

scenario:iast_aspects-ospathjoin_aspect

scenario:iast_aspects-ospathsplit_aspect

scenario:iast_aspects-ospathsplitext_aspect

scenario:otelspan-start

scenario:packagesupdateimporteddependencies-import_many

scenario:packagesupdateimporteddependencies-import_many_cached

scenario:packagesupdateimporteddependencies-import_many_stdlib

scenario:packagesupdateimporteddependencies-import_many_stdlib_cached

scenario:packagesupdateimporteddependencies-import_many_unknown

scenario:packagesupdateimporteddependencies-import_many_unknown_cached

scenario:packagesupdateimporteddependencies-import_one

scenario:packagesupdateimporteddependencies-import_one_cache

scenario:packagesupdateimporteddependencies-import_one_stdlib

scenario:packagesupdateimporteddependencies-import_one_stdlib_cache

scenario:packagesupdateimporteddependencies-import_one_unknown

scenario:packagesupdateimporteddependencies-import_one_unknown_cache

scenario:samplingrules-average_match

scenario:samplingrules-low_match

Bootstrap import analysis

Summary

Import time breakdown

Performance SLOs

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

✅ ospathsplitdrive_aspect

✅ ospathsplitdrive_noaspect

✅ ospathsplitext_aspect

✅ ospathsplitext_noaspect

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ add-event

✅ add-metrics

✅ add-tags

✅ get-context

✅ is-recording

✅ record-exception

✅ set-status

✅ start

✅ start-finish

✅ start-finish-telemetry

✅ update-name

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

⚠️ context_with_data_only_all_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

dd-trace-py
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