chore(aap): use from_json_bytes again

[christophe-papazian]

Description

#14876 did not help solving the very rare memory issue.

This PR enable back the libddwaf json helper function.

APPSEC-59690

[github-actions]

CODEOWNERS have been resolved as:

ddtrace/appsec/_ddwaf/waf.py                                            @DataDog/asm-python

[github-actions]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 234 ± 1 ms.

The average import time from base is: 241 ± 3 ms.

The import time difference between this PR and base is: -6.61 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 3.578 ms (1.53%)

ddtrace.bootstrap.sitecustomize 2.170 ms (0.93%)

ddtrace.bootstrap.preload 2.126 ms (0.91%)

ddtrace.internal.remoteconfig.client 0.724 ms (0.31%)

ddtrace.settings.profiling 0.159 ms (0.07%)

ddtrace.vendor.psutil 0.105 ms (0.04%)

ddtrace.vendor.psutil._pslinux 0.064 ms (0.03%)

ddtrace.internal.datadog.profiling.ddup 0.034 ms (0.01%)

ddtrace.internal.datadog.profiling.ddup._ddup 0.034 ms (0.01%)

ddtrace.internal.datadog.profiling.stack_v2 0.021 ms (0.01%)

ddtrace.internal.datadog.profiling.stack_v2._stack_v2 0.021 ms (0.01%)

ddtrace.internal.core.crashtracking 0.111 ms (0.05%)

multiprocessing 0.080 ms (0.03%)

multiprocessing.context 0.080 ms (0.03%)

multiprocessing.reduction 0.080 ms (0.03%)

pickle 0.080 ms (0.03%)

_compat_pickle 0.080 ms (0.03%)

ddtrace.debugging._import 0.029 ms (0.01%)

ddtrace.debugging._function.discovery 0.029 ms (0.01%)

ddtrace._trace.trace_handlers 0.045 ms (0.02%)

ddtrace 1.408 ms (0.60%)

ddtrace._logger 0.464 ms (0.20%)

ddtrace.internal.telemetry 0.464 ms (0.20%)

ddtrace.internal.telemetry.writer 0.318 ms (0.14%)

http.client 0.134 ms (0.06%)

ssl 0.134 ms (0.06%)

_ssl 0.074 ms (0.03%)

ddtrace.settings._telemetry 0.069 ms (0.03%)

ddtrace.internal.periodic 0.065 ms (0.03%)

ddtrace.internal._threads 0.065 ms (0.03%)

ddtrace.internal.endpoints 0.049 ms (0.02%)

ddtrace.settings._agent 0.060 ms (0.03%)

ddtrace.settings._core 0.060 ms (0.03%)

ddtrace.internal.native 0.060 ms (0.03%)

ddtrace.internal.native._native 0.060 ms (0.03%)

ddtrace.settings._otel_remapper 0.045 ms (0.02%)

ddtrace.internal._unpatched 0.143 ms (0.06%)

json 0.067 ms (0.03%)

json.decoder 0.067 ms (0.03%)

re 0.067 ms (0.03%)

enum 0.067 ms (0.03%)

types 0.033 ms (0.01%)

subprocess 0.059 ms (0.03%)

contextlib 0.059 ms (0.03%)

threading 0.018 ms (0.01%)

ddtrace.trace 0.142 ms (0.06%)

ddtrace._trace.filters 0.099 ms (0.04%)

ddtrace._trace.processor 0.099 ms (0.04%)

ddtrace._trace.sampler 0.069 ms (0.03%)

ddtrace._trace.span 0.069 ms (0.03%)

ddtrace._trace._span_pointer 0.045 ms (0.02%)

hashlib 0.045 ms (0.02%)

_hashlib 0.045 ms (0.02%)

ddtrace.internal.writer 0.030 ms (0.01%)

ddtrace.internal.writer.writer 0.030 ms (0.01%)

ddtrace.internal.dogstatsd 0.030 ms (0.01%)

ddtrace.vendor.dogstatsd 0.030 ms (0.01%)

ddtrace.vendor.dogstatsd.base 0.030 ms (0.01%)

[pr-commenter]

Performance SLOs

Comparing candidate christophe-papazian/from_json_enable (0d202ac) with baseline main (13e4d43)

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.448ms (SLO: <22.300ms -8.3%) vs baseline: ~same

Memory: ✅ 65.996MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ exception-replay-enabled

Time: ✅ 1.346ms (SLO: <1.450ms -7.2%) vs baseline: +0.2%

Memory: ✅ 64.226MB (SLO: <67.000MB -4.1%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 20.484ms (SLO: <22.250ms -7.9%) vs baseline: +0.4%

Memory: ✅ 65.958MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.7%

---

✅ profiler

Time: ✅ 15.471ms (SLO: <16.550ms -6.5%) vs baseline: ~same

Memory: ✅ 54.044MB (SLO: <54.500MB 🟡 -0.8%) vs baseline: +4.9%

---

✅ resource-renaming

Time: ✅ 20.516ms (SLO: <21.750ms -5.7%) vs baseline: +0.2%

Memory: ✅ 66.052MB (SLO: <67.000MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ span-code-origin

Time: ✅ 25.383ms (SLO: <28.200ms -10.0%) vs baseline: -0.3%

Memory: ✅ 67.091MB (SLO: <69.500MB -3.5%) vs baseline: +4.9%

---

✅ tracer

Time: ✅ 20.405ms (SLO: <21.750ms -6.2%) vs baseline: -0.3%

Memory: ✅ 66.007MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.8%

---

✅ tracer-and-profiler

Time: ✅ 22.723ms (SLO: <23.500ms -3.3%) vs baseline: +0.2%

Memory: ✅ 67.484MB (SLO: <68.000MB 🟡 -0.8%) vs baseline: +4.9%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.283ms (SLO: <21.500ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 66.035MB (SLO: <67.000MB 🟡 -1.4%) vs baseline: +4.9%

---

✅ tracer-minimal

Time: ✅ 16.560ms (SLO: <17.500ms -5.4%) vs baseline: -0.5%

Memory: ✅ 65.868MB (SLO: <67.000MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 20.390ms (SLO: <21.750ms -6.3%) vs baseline: -0.4%

Memory: ✅ 71.608MB (SLO: <72.500MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ tracer-no-caches

Time: ✅ 18.544ms (SLO: <19.650ms -5.6%) vs baseline: ~same

Memory: ✅ 65.997MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.9%

---

✅ tracer-no-databases

Time: ✅ 18.828ms (SLO: <20.100ms -6.3%) vs baseline: ~same

Memory: ✅ 65.902MB (SLO: <67.000MB 🟡 -1.6%) vs baseline: +4.9%

---

✅ tracer-no-middleware

Time: ✅ 20.182ms (SLO: <21.500ms -6.1%) vs baseline: +0.2%

Memory: ✅ 66.037MB (SLO: <67.000MB 🟡 -1.4%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 20.266ms (SLO: <22.000ms -7.9%) vs baseline: -0.4%

Memory: ✅ 65.965MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.7%

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.058ms (SLO: <19.850ms -9.0%) vs baseline: -0.2%

Memory: ✅ 65.936MB (SLO: <66.500MB 🟡 -0.8%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 18.102ms (SLO: <19.400ms -6.7%) vs baseline: ~same

Memory: ✅ 65.939MB (SLO: <66.500MB 🟡 -0.8%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 18.143ms (SLO: <19.450ms -6.7%) vs baseline: +0.5%

Memory: ✅ 65.755MB (SLO: <66.500MB 🟡 -1.1%) vs baseline: +4.6%

---

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.073ms (SLO: <2.300ms -9.9%) vs baseline: +0.5%

Memory: ✅ 52.435MB (SLO: <53.500MB 🟡 -2.0%) vs baseline: +4.7%

---

✅ errortracking-enabled-user

Time: ✅ 2.069ms (SLO: <2.250ms -8.1%) vs baseline: -0.4%

Memory: ✅ 52.514MB (SLO: <53.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ tracer-enabled

Time: ✅ 2.070ms (SLO: <2.300ms -10.0%) vs baseline: +0.2%

Memory: ✅ 52.455MB (SLO: <53.500MB 🟡 -2.0%) vs baseline: +4.7%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.597ms (SLO: <4.750ms -3.2%) vs baseline: ~same

Memory: ✅ 62.393MB (SLO: <65.000MB -4.0%) vs baseline: +4.9%

---

✅ appsec-post

Time: ✅ 6.633ms (SLO: <6.750ms 🟡 -1.7%) vs baseline: ~same

Memory: ✅ 62.257MB (SLO: <65.000MB -4.2%) vs baseline: +4.6%

---

✅ appsec-telemetry

Time: ✅ 4.586ms (SLO: <4.750ms -3.5%) vs baseline: -0.5%

Memory: ✅ 62.380MB (SLO: <65.000MB -4.0%) vs baseline: +4.9%

---

✅ debugger

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: ~same

Memory: ✅ 45.288MB (SLO: <47.000MB -3.6%) vs baseline: +4.8%

---

✅ iast-get

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: -0.2%

Memory: ✅ 42.296MB (SLO: <49.000MB 📉 -13.7%) vs baseline: +4.9%

---

✅ profiler

Time: ✅ 1.912ms (SLO: <2.100ms -8.9%) vs baseline: -0.2%

Memory: ✅ 46.323MB (SLO: <47.000MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 3.360ms (SLO: <3.650ms -7.9%) vs baseline: -0.5%

Memory: ✅ 52.592MB (SLO: <53.500MB 🟡 -1.7%) vs baseline: +4.6%

---

✅ tracer

Time: ✅ 3.347ms (SLO: <3.650ms -8.3%) vs baseline: -0.3%

Memory: ✅ 52.623MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 3.352ms (SLO: <3.650ms -8.2%) vs baseline: -0.2%

Memory: ✅ 58.157MB (SLO: <60.000MB -3.1%) vs baseline: +4.9%

---

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.969ms (SLO: <4.200ms -5.5%) vs baseline: ~same

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

---

✅ iast-enabled

Time: ✅ 2.441ms (SLO: <2.800ms 📉 -12.8%) vs baseline: -0.4%

Memory: ✅ 59.081MB (SLO: <60.000MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ tracer-enabled

Time: ✅ 2.064ms (SLO: <2.250ms -8.3%) vs baseline: ~same

Memory: ✅ 52.691MB (SLO: <54.500MB -3.3%) vs baseline: +4.9%

⚠️ Unstable Tests (1 suite)

⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.235µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.4%

Memory: ✅ 31.792MB (SLO: <33.500MB -5.1%) vs baseline: +5.2%

---

✅ context_with_data_no_listeners

Time: ✅ 3.267µs (SLO: <10.000µs 📉 -67.3%) vs baseline: -0.7%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +4.7%

---

✅ get_item_exists

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +4.8%

---

✅ get_item_missing

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

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +4.8%

---

✅ set_item

Time: ✅ 24.093µs (SLO: <30.000µs 📉 -19.7%) vs baseline: +0.1%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +4.5%

✅ All Tests Passing (18 suites)

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.723µs (SLO: <100.000µs 📉 -18.3%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.3%

---

✅ b3_headers

Time: ✅ 14.283µs (SLO: <20.000µs 📉 -28.6%) vs baseline: +0.5%

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

---

✅ b3_single_headers

Time: ✅ 13.365µs (SLO: <20.000µs 📉 -33.2%) vs baseline: -0.2%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.7%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.950µs (SLO: <80.000µs 📉 -20.1%) vs baseline: +0.3%

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

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.197µs (SLO: <80.000µs 📉 -17.3%) vs baseline: +0.5%

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

---

✅ empty_headers

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.5%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 23.213µs (SLO: <30.000µs 📉 -22.6%) vs baseline: ~same

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

---

✅ invalid_priority_header

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.2%

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

---

✅ invalid_span_id_header

Time: ✅ 6.575µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.3%

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

---

✅ invalid_tags_header

Time: ✅ 6.569µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +1.7%

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

---

✅ invalid_trace_id_header

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.6%

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

---

✅ large_header_no_matches

Time: ✅ 28.066µs (SLO: <30.000µs -6.4%) vs baseline: +0.2%

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

---

✅ large_valid_headers_all

Time: ✅ 29.037µs (SLO: <40.000µs 📉 -27.4%) vs baseline: -0.4%

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

---

✅ medium_header_no_matches

Time: ✅ 9.875µs (SLO: <20.000µs 📉 -50.6%) vs baseline: -0.7%

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

---

✅ medium_valid_headers_all

Time: ✅ 11.272µs (SLO: <20.000µs 📉 -43.6%) vs baseline: -0.1%

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

---

✅ none_propagation_style

Time: ✅ 1.729µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.6%

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

---

✅ tracecontext_headers

Time: ✅ 34.477µs (SLO: <40.000µs 📉 -13.8%) vs baseline: -0.1%

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

---

✅ valid_headers_all

Time: ✅ 6.549µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.1%

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

---

✅ valid_headers_basic

Time: ✅ 6.141µs (SLO: <10.000µs 📉 -38.6%) vs baseline: +0.6%

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

---

✅ wsgi_empty_headers

Time: ✅ 1.617µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.8%

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

---

✅ wsgi_invalid_priority_header

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

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

---

✅ wsgi_invalid_span_id_header

Time: ✅ 1.599µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

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

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.547µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.2%

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.608µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.8%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 29.138µs (SLO: <40.000µs 📉 -27.2%) vs baseline: -0.3%

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 30.292µs (SLO: <40.000µs 📉 -24.3%) vs baseline: +0.4%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.2%

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.102µs (SLO: <20.000µs 📉 -49.5%) vs baseline: -0.4%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.597µs (SLO: <20.000µs 📉 -42.0%) vs baseline: +0.2%

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

---

✅ wsgi_valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.5%

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

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.146µs (SLO: <10.000µs 📉 -38.5%) vs baseline: -0.5%

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

---

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.973µs (SLO: <30.000µs 📉 -30.1%) vs baseline: ~same

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +5.4%

---

✅ with_all

Time: ✅ 28.456µs (SLO: <40.000µs 📉 -28.9%) vs baseline: +0.1%

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

---

✅ with_dd_origin

Time: ✅ 24.755µs (SLO: <30.000µs 📉 -17.5%) vs baseline: +0.2%

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

---

✅ with_priority_and_origin

Time: ✅ 24.201µs (SLO: <40.000µs 📉 -39.5%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

---

✅ with_sampling_priority

Time: ✅ 21.259µs (SLO: <30.000µs 📉 -29.1%) vs baseline: +1.0%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.5%

---

✅ with_tags

Time: ✅ 26.669µs (SLO: <40.000µs 📉 -33.3%) vs baseline: -0.2%

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

---

✅ with_tags_invalid

Time: ✅ 28.011µs (SLO: <40.000µs 📉 -30.0%) vs baseline: -0.3%

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

---

✅ with_tags_max_size

Time: ✅ 27.013µs (SLO: <40.000µs 📉 -32.5%) vs baseline: ~same

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

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.107µs (SLO: <40.000µs 📉 -19.7%) vs baseline: -0.3%

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

---

✅ re_expand_noaspect

Time: ✅ 28.644µs (SLO: <40.000µs 📉 -28.4%) vs baseline: ~same

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

---

✅ re_findall_aspect

Time: ✅ 2.909µs (SLO: <10.000µs 📉 -70.9%) vs baseline: +0.5%

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

---

✅ re_findall_noaspect

Time: ✅ 1.411µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.4%

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

---

✅ re_finditer_aspect

Time: ✅ 4.440µs (SLO: <10.000µs 📉 -55.6%) vs baseline: +0.3%

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

---

✅ re_finditer_noaspect

Time: ✅ 1.390µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.2%

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

---

✅ re_fullmatch_aspect

Time: ✅ 2.662µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -2.4%

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

---

✅ re_fullmatch_noaspect

Time: ✅ 1.297µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.6%

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

---

✅ re_group_aspect

Time: ✅ 3.104µs (SLO: <10.000µs 📉 -69.0%) vs baseline: +4.6%

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

---

✅ re_group_noaspect

Time: ✅ 1.594µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.3%

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

---

✅ re_groups_aspect

Time: ✅ 3.228µs (SLO: <10.000µs 📉 -67.7%) vs baseline: +4.3%

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

---

✅ re_groups_noaspect

Time: ✅ 1.700µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.7%

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

---

✅ re_match_aspect

Time: ✅ 2.692µs (SLO: <10.000µs 📉 -73.1%) vs baseline: -0.4%

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

---

✅ re_match_noaspect

Time: ✅ 1.294µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -1.1%

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

---

✅ re_search_aspect

Time: ✅ 2.557µs (SLO: <10.000µs 📉 -74.4%) vs baseline: -0.2%

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

---

✅ re_search_noaspect

Time: ✅ 1.202µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.4%

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

---

✅ re_sub_aspect

Time: ✅ 3.390µs (SLO: <10.000µs 📉 -66.1%) vs baseline: -0.5%

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

---

✅ re_sub_noaspect

Time: ✅ 1.531µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.2%

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

---

✅ re_subn_aspect

Time: ✅ 3.702µs (SLO: <10.000µs 📉 -63.0%) vs baseline: +0.7%

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

---

✅ re_subn_noaspect

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.7%

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

---

✅ iastaspects - 118/118

✅ add_aspect

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

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

---

✅ add_inplace_aspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.3%

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

---

✅ add_inplace_noaspect

Time: ✅ 0.320µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +1.3%

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

---

✅ add_noaspect

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

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

---

✅ bytearray_aspect

Time: ✅ 1.362µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.9%

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

---

✅ bytearray_extend_aspect

Time: ✅ 1.502µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -0.1%

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

---

✅ bytearray_extend_noaspect

Time: ✅ 0.615µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +0.5%

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

---

✅ bytearray_noaspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.5%

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

---

✅ bytes_aspect

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.0%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.6%

---

✅ bytes_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

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

---

✅ bytesio_aspect

Time: ✅ 1.365µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +0.4%

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

---

✅ bytesio_noaspect

Time: ✅ 0.498µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.4%

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

---

✅ capitalize_aspect

Time: ✅ 0.741µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.7%

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

---

✅ capitalize_noaspect

Time: ✅ 0.435µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -1.1%

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

---

✅ casefold_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.5%

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

---

✅ casefold_noaspect

Time: ✅ 0.374µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

---

✅ decode_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +1.0%

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

---

✅ decode_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.1%

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

---

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.4%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

---

✅ encode_noaspect

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

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

---

✅ format_aspect

Time: ✅ 3.439µs (SLO: <10.000µs 📉 -65.6%) vs baseline: +0.1%

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

---

✅ format_map_aspect

Time: ✅ 3.689µs (SLO: <10.000µs 📉 -63.1%) vs baseline: +0.8%

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +5.1%

---

✅ format_map_noaspect

Time: ✅ 0.777µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.8%

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

---

✅ format_noaspect

Time: ✅ 0.596µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.5%

Memory: ✅ 38.083MB (SLO: <39.000MB -2.4%) vs baseline: +5.1%

---

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.5%

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

---

✅ index_noaspect

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

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

---

✅ join_aspect

Time: ✅ 1.363µs (SLO: <10.000µs 📉 -86.4%) vs baseline: -0.2%

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

---

✅ join_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +1.2%

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

---

✅ ljust_aspect

Time: ✅ 2.603µs (SLO: <20.000µs 📉 -87.0%) vs baseline: +0.7%

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

---

✅ ljust_noaspect

Time: ✅ 0.413µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.8%

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

---

✅ lower_aspect

Time: ✅ 2.216µs (SLO: <10.000µs 📉 -77.8%) vs baseline: +0.8%

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

---

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.8%

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

---

✅ lstrip_aspect

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.8%

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

---

✅ lstrip_noaspect

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.9%

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

---

✅ modulo_aspect

Time: ✅ 1.004µs (SLO: <10.000µs 📉 -90.0%) vs baseline: +1.0%

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

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.562µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +0.7%

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

---

✅ modulo_aspect_for_bytes

Time: ✅ 0.978µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +1.1%

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

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.228µs (SLO: <10.000µs 📉 -87.7%) vs baseline: ~same

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

---

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.1%

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

---

✅ replace_aspect

Time: ✅ 5.044µs (SLO: <10.000µs 📉 -49.6%) vs baseline: +2.4%

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

---

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.4%

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

---

✅ repr_aspect

Time: ✅ 0.913µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.2%

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

---

✅ repr_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.9%

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

---

✅ rstrip_aspect

Time: ✅ 1.912µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +0.7%

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

---

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

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

---

✅ slice_aspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

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

---

✅ slice_noaspect

Time: ✅ 0.455µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +1.0%

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

---

✅ stringio_aspect

Time: ✅ 1.557µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +0.7%

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

---

✅ stringio_noaspect

Time: ✅ 0.714µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.6%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.7%

---

✅ strip_aspect

Time: ✅ 2.211µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.1%

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

---

✅ strip_noaspect

Time: ✅ 0.390µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.8%

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

---

✅ swapcase_aspect

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +1.3%

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

---

✅ swapcase_noaspect

Time: ✅ 0.534µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -0.7%

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

---

✅ title_aspect

Time: ✅ 2.343µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +0.6%

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

---

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.8%

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

---

✅ translate_aspect

Time: ✅ 3.253µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -0.1%

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

---

✅ translate_noaspect

Time: ✅ 1.042µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.4%

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

---

✅ upper_aspect

Time: ✅ 2.220µs (SLO: <10.000µs 📉 -77.8%) vs baseline: +0.3%

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

---

✅ upper_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.4%

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

---

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.294µs (SLO: <10.000µs 📉 -57.1%) vs baseline: +0.8%

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

---

✅ ospathbasename_noaspect

Time: ✅ 1.084µs (SLO: <10.000µs 📉 -89.2%) vs baseline: -0.2%

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

---

✅ ospathjoin_aspect

Time: ✅ 6.156µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.2%

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

---

✅ ospathjoin_noaspect

Time: ✅ 2.313µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +1.4%

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

---

✅ ospathnormcase_aspect

Time: ✅ 3.473µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +0.4%

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

---

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.1%

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

---

✅ ospathsplit_aspect

Time: ✅ 4.829µs (SLO: <10.000µs 📉 -51.7%) vs baseline: +0.1%

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

---

✅ ospathsplit_noaspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.3%

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

---

✅ ospathsplitdrive_aspect

Time: ✅ 3.644µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -0.8%

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

---

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.3%

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

---

✅ ospathsplitext_aspect

Time: ✅ 4.510µs (SLO: <10.000µs 📉 -54.9%) vs baseline: -0.7%

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

---

✅ ospathsplitext_noaspect

Time: ✅ 1.379µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.4%

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

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.480µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +2.0%

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

---

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.2%

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

---

✅ split_aspect

Time: ✅ 1.420µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.8%

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

---

✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.1%

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

---

✅ splitlines_aspect

Time: ✅ 1.365µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -0.9%

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

---

✅ splitlines_noaspect

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.7%

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

---

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.473µs (SLO: <60.000µs 📉 -19.2%) vs baseline: ~same

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

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.743ms (SLO: <42.000ms -3.0%) vs baseline: +0.6%

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

---

✅ add-link

Time: ✅ 36.264ms (SLO: <38.550ms -5.9%) vs baseline: -1.1%

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

---

✅ add-metrics

Time: ✅ 221.200ms (SLO: <232.000ms -4.7%) vs baseline: +0.4%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 210.872ms (SLO: <221.600ms -4.8%) vs baseline: -1.0%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.1%

---

✅ get-context

Time: ✅ 29.225ms (SLO: <31.300ms -6.6%) vs baseline: +0.5%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +5.0%

---

✅ is-recording

Time: ✅ 29.369ms (SLO: <31.000ms -5.3%) vs baseline: +0.9%

Memory: ✅ 34.465MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 63.031ms (SLO: <65.850ms -4.3%) vs baseline: -0.6%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 32.236ms (SLO: <34.150ms -5.6%) vs baseline: +0.3%

Memory: ✅ 34.465MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +4.7%

---

✅ start

Time: ✅ 28.929ms (SLO: <30.150ms -4.0%) vs baseline: ~same

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

---

✅ start-finish

Time: ✅ 34.078ms (SLO: <35.350ms -3.6%) vs baseline: +0.5%

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

---

✅ start-finish-telemetry

Time: ✅ 33.975ms (SLO: <35.450ms -4.2%) vs baseline: -0.4%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.0%

---

✅ update-name

Time: ✅ 31.209ms (SLO: <33.400ms -6.6%) vs baseline: +0.5%

Memory: ✅ 34.406MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +4.5%

---

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.293ms (SLO: <47.150ms 📉 -14.5%) vs baseline: +0.7%

Memory: ✅ 43.751MB (SLO: <47.000MB -6.9%) vs baseline: +5.1%

---

✅ add-metrics

Time: ✅ 317.996ms (SLO: <344.800ms -7.8%) vs baseline: +0.4%

Memory: ✅ 652.198MB (SLO: <675.000MB -3.4%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 289.622ms (SLO: <314.000ms -7.8%) vs baseline: +0.4%

Memory: ✅ 653.890MB (SLO: <675.000MB -3.1%) vs baseline: +5.0%

---

✅ get-context

Time: ✅ 79.973ms (SLO: <92.350ms 📉 -13.4%) vs baseline: -0.5%

Memory: ✅ 39.535MB (SLO: <46.500MB 📉 -15.0%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 38.072ms (SLO: <44.500ms 📉 -14.4%) vs baseline: ~same

Memory: ✅ 43.076MB (SLO: <47.500MB -9.3%) vs baseline: +4.8%

---

✅ record-exception

Time: ✅ 58.059ms (SLO: <67.650ms 📉 -14.2%) vs baseline: -0.4%

Memory: ✅ 39.834MB (SLO: <47.000MB 📉 -15.2%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 44.103ms (SLO: <50.400ms 📉 -12.5%) vs baseline: -0.1%

Memory: ✅ 43.067MB (SLO: <47.000MB -8.4%) vs baseline: +4.8%

---

✅ start

Time: ✅ 37.358ms (SLO: <43.450ms 📉 -14.0%) vs baseline: +0.1%

Memory: ✅ 43.084MB (SLO: <47.000MB -8.3%) vs baseline: +4.9%

---

✅ start-finish

Time: ✅ 82.857ms (SLO: <88.000ms -5.8%) vs baseline: +2.0%

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

---

✅ start-finish-telemetry

Time: ✅ 82.989ms (SLO: <89.000ms -6.8%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <46.500MB 📉 -25.8%) vs baseline: +4.6%

---

✅ update-name

Time: ✅ 38.817ms (SLO: <45.150ms 📉 -14.0%) vs baseline: ~same

Memory: ✅ 43.409MB (SLO: <47.000MB -7.6%) vs baseline: +4.8%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.803ms (SLO: <354.300ms -3.5%) vs baseline: -0.8%

Memory: ✅ 38.052MB (SLO: <40.000MB -4.9%) vs baseline: +5.0%

---

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.4%

Memory: ✅ 36.704MB (SLO: <39.000MB -5.9%) vs baseline: +4.7%

---

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.964µs (SLO: <170.000µs -8.8%) vs baseline: +0.1%

Memory: ✅ 36.538MB (SLO: <38.500MB -5.1%) vs baseline: +4.7%

---

✅ import_many_cached

Time: ✅ 120.998µs (SLO: <130.000µs -6.9%) vs baseline: -0.8%

Memory: ✅ 36.591MB (SLO: <38.500MB -5.0%) vs baseline: +4.8%

---

✅ import_many_stdlib

Time: ✅ 1.630ms (SLO: <1.750ms -6.8%) vs baseline: ~same

Memory: ✅ 36.779MB (SLO: <38.500MB -4.5%) vs baseline: +4.9%

---

✅ import_many_stdlib_cached

Time: ✅ 0.975ms (SLO: <1.100ms 📉 -11.3%) vs baseline: -0.3%

Memory: ✅ 36.677MB (SLO: <38.500MB -4.7%) vs baseline: +4.4%

---

✅ import_many_unknown

Time: ✅ 831.559µs (SLO: <890.000µs -6.6%) vs baseline: -1.1%

Memory: ✅ 36.648MB (SLO: <38.500MB -4.8%) vs baseline: +4.7%

---

✅ import_many_unknown_cached

Time: ✅ 787.139µs (SLO: <870.000µs -9.5%) vs baseline: -1.2%

Memory: ✅ 36.778MB (SLO: <38.500MB -4.5%) vs baseline: +5.0%

---

✅ import_one

Time: ✅ 19.967µs (SLO: <30.000µs 📉 -33.4%) vs baseline: +1.2%

Memory: ✅ 36.505MB (SLO: <39.000MB -6.4%) vs baseline: +4.8%

---

✅ import_one_cache

Time: ✅ 6.273µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.8%

Memory: ✅ 36.525MB (SLO: <38.500MB -5.1%) vs baseline: +4.8%

---

✅ import_one_stdlib

Time: ✅ 18.922µs (SLO: <20.000µs -5.4%) vs baseline: +1.8%

Memory: ✅ 36.462MB (SLO: <38.500MB -5.3%) vs baseline: +4.6%

---

✅ import_one_stdlib_cache

Time: ✅ 6.305µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.7%

Memory: ✅ 36.459MB (SLO: <38.500MB -5.3%) vs baseline: +4.9%

---

✅ import_one_unknown

Time: ✅ 45.751µs (SLO: <50.000µs -8.5%) vs baseline: +0.4%

Memory: ✅ 36.427MB (SLO: <38.500MB -5.4%) vs baseline: +5.0%

---

✅ import_one_unknown_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.5%

Memory: ✅ 36.524MB (SLO: <38.500MB -5.1%) vs baseline: +4.8%

---

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.353µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.5%

Memory: ✅ 31.575MB (SLO: <34.000MB -7.1%) vs baseline: +4.5%

---

✅ high_rate_limit

Time: ✅ 2.396µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -1.5%

Memory: ✅ 31.615MB (SLO: <34.000MB -7.0%) vs baseline: +4.9%

---

✅ long_window

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

Memory: ✅ 31.615MB (SLO: <34.000MB -7.0%) vs baseline: +4.9%

---

✅ low_rate_limit

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.4%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +4.9%

---

✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.4%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +4.9%

---

✅ short_window

Time: ✅ 2.466µs (SLO: <10.000µs 📉 -75.3%) vs baseline: -1.0%

Memory: ✅ 31.634MB (SLO: <34.000MB -7.0%) vs baseline: +4.9%

---

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.106ms (SLO: <320.950ms -4.0%) vs baseline: -0.3%

Memory: ✅ 32.853MB (SLO: <34.500MB -4.8%) vs baseline: +4.7%

---

✅ deep-profiled

Time: ✅ 328.343ms (SLO: <359.150ms -8.6%) vs baseline: +0.1%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

---

✅ medium

Time: ✅ 7.012ms (SLO: <7.400ms -5.2%) vs baseline: ~same

Memory: ✅ 31.988MB (SLO: <34.000MB -5.9%) vs baseline: +4.8%

---

✅ shallow

Time: ✅ 0.943ms (SLO: <1.050ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.9%

---

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.326µs (SLO: <290.000µs 📉 -52.6%) vs baseline: -0.2%

Memory: ✅ 31.615MB (SLO: <34.000MB -7.0%) vs baseline: +4.2%

---

✅ high_match

Time: ✅ 173.785µs (SLO: <480.000µs 📉 -63.8%) vs baseline: +0.2%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +5.4%

---

✅ low_match

Time: ✅ 99.159µs (SLO: <120.000µs 📉 -17.4%) vs baseline: +0.5%

Memory: ✅ 600.741MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.668ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.3%

Memory: ✅ 68.124MB (SLO: <75.000MB -9.2%) vs baseline: +4.8%

---

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.665µs (SLO: <20.000µs 📉 -46.7%) vs baseline: +0.9%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +5.2%

---

✅ all-enabled

Time: ✅ 40.021µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.2%

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

---

✅ collectipvariant_exists

Time: ✅ 40.877µs (SLO: <50.000µs 📉 -18.2%) vs baseline: ~same

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

---

✅ no-collectipvariant

Time: ✅ 40.630µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +1.2%

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

---

✅ no-useragentvariant

Time: ✅ 38.852µs (SLO: <50.000µs 📉 -22.3%) vs baseline: -0.4%

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

---

✅ obfuscation-no-query

Time: ✅ 40.652µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +0.2%

Memory: ✅ 32.519MB (SLO: <34.000MB -4.4%) vs baseline: +4.8%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.046µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.5%

Memory: ✅ 32.755MB (SLO: <34.000MB -3.7%) vs baseline: +4.5%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.546µs (SLO: <90.000µs 📉 -14.9%) vs baseline: +0.3%

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +5.6%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.226µs (SLO: <170.000µs -9.9%) vs baseline: -0.6%

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

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.315µs (SLO: <160.000µs -6.7%) vs baseline: +0.6%

Memory: ✅ 32.952MB (SLO: <34.500MB -4.5%) vs baseline: +4.8%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 153.609µs (SLO: <170.000µs -9.6%) vs baseline: -0.8%

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

---

✅ useragentvariant_exists_1

Time: ✅ 39.645µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

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

---

✅ useragentvariant_exists_2

Time: ✅ 40.973µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +0.9%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

---

✅ useragentvariant_exists_3

Time: ✅ 40.094µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.6%

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

---

✅ useragentvariant_not_exists_1

Time: ✅ 40.460µs (SLO: <50.000µs 📉 -19.1%) vs baseline: +2.7%

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

---

✅ useragentvariant_not_exists_2

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

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

---

✅ span - 26/26

✅ add-event

Time: ✅ 20.229ms (SLO: <22.500ms 📉 -10.1%) vs baseline: +1.4%

Memory: ✅ 48.462MB (SLO: <53.000MB -8.6%) vs baseline: +4.5%

---

✅ add-metrics

Time: ✅ 89.764ms (SLO: <93.500ms -4.0%) vs baseline: -0.3%

Memory: ✅ 735.990MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +5.0%

---

✅ add-tags

Time: ✅ 146.601ms (SLO: <155.000ms -5.4%) vs baseline: +0.2%

Memory: ✅ 735.759MB (SLO: <962.500MB 📉 -23.6%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 18.301ms (SLO: <20.500ms 📉 -10.7%) vs baseline: -0.5%

Memory: ✅ 47.419MB (SLO: <53.000MB 📉 -10.5%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 18.615ms (SLO: <20.500ms -9.2%) vs baseline: +0.2%

Memory: ✅ 47.384MB (SLO: <53.000MB 📉 -10.6%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 37.926ms (SLO: <40.000ms -5.2%) vs baseline: +1.6%

Memory: ✅ 41.745MB (SLO: <53.000MB 📉 -21.2%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 20.468ms (SLO: <22.000ms -7.0%) vs baseline: +1.4%

Memory: ✅ 47.362MB (SLO: <53.000MB 📉 -10.6%) vs baseline: +4.8%

---

✅ start

Time: ✅ 18.252ms (SLO: <20.500ms 📉 -11.0%) vs baseline: +1.0%

Memory: ✅ 47.359MB (SLO: <53.000MB 📉 -10.6%) vs baseline: +4.9%

---

✅ start-finish

Time: ✅ 50.763ms (SLO: <52.500ms -3.3%) vs baseline: +0.7%

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

---

✅ start-finish-telemetry

Time: ✅ 52.195ms (SLO: <54.500ms -4.2%) vs baseline: +0.5%

Memory: ✅ 31.988MB (SLO: <34.000MB -5.9%) vs baseline: +4.5%

---

✅ start-finish-traceid128

Time: ✅ 53.789ms (SLO: <57.000ms -5.6%) vs baseline: +0.4%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +5.2%

---

✅ start-traceid128

Time: ✅ 19.072ms (SLO: <22.500ms 📉 -15.2%) vs baseline: +3.0%

Memory: ✅ 47.392MB (SLO: <53.000MB 📉 -10.6%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 18.689ms (SLO: <22.000ms 📉 -15.0%) vs baseline: -1.0%

Memory: ✅ 47.939MB (SLO: <53.000MB -9.5%) vs baseline: +4.7%

---

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.143µs (SLO: <20.000µs 📉 -84.3%) vs baseline: +5.6%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

---

✅ 1-count-metrics-100-times

Time: ✅ 201.332µs (SLO: <220.000µs -8.5%) vs baseline: -0.2%

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

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.248µs (SLO: <20.000µs 📉 -83.8%) vs baseline: -2.3%

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

---

✅ 1-distribution-metrics-100-times

Time: ✅ 214.648µs (SLO: <220.000µs -2.4%) vs baseline: -1.3%

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

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.174µs (SLO: <20.000µs 📉 -89.1%) vs baseline: +0.6%

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

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.807µs (SLO: <150.000µs -8.8%) vs baseline: ~same

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.9%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.079µs (SLO: <20.000µs 📉 -84.6%) vs baseline: -1.5%

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

---

✅ 1-rate-metrics-100-times

Time: ✅ 213.329µs (SLO: <250.000µs 📉 -14.7%) vs baseline: -1.3%

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

---

✅ 100-count-metrics-100-times

Time: ✅ 20.254ms (SLO: <22.000ms -7.9%) vs baseline: +1.2%

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

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.227ms (SLO: <2.300ms -3.2%) vs baseline: -0.2%

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

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.433ms (SLO: <1.550ms -7.5%) vs baseline: +2.7%

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

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.252ms (SLO: <2.550ms 📉 -11.7%) vs baseline: +2.9%

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

---

✅ flush-1-metric

Time: ✅ 4.706µs (SLO: <20.000µs 📉 -76.5%) vs baseline: -0.3%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.2%

---

✅ flush-100-metrics

Time: ✅ 175.137µs (SLO: <250.000µs 📉 -29.9%) vs baseline: -0.7%

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

---

✅ flush-1000-metrics

Time: ✅ 2.104ms (SLO: <2.500ms 📉 -15.8%) vs baseline: -1.2%

Memory: ✅ 32.794MB (SLO: <34.500MB -4.9%) vs baseline: +5.1%

---

✅ tracer - 6/6

✅ large

Time: ✅ 28.948ms (SLO: <32.950ms 📉 -12.1%) vs baseline: -0.5%

Memory: ✅ 32.893MB (SLO: <34.500MB -4.7%) vs baseline: +4.8%

---

✅ medium

Time: ✅ 2.881ms (SLO: <3.200ms -10.0%) vs baseline: +0.1%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +4.6%

---

✅ small

Time: ✅ 330.142µs (SLO: <370.000µs 📉 -10.8%) vs baseline: +1.0%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +4.9%

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