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chore(telemetry): remove skipped and remove some logs from telemetry #15192

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@dubloom dubloom commented Nov 10, 2025 •
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Now we send error logs to telemetry, we've seen two unexpected behavior:

  • We have [x skipped] at the end of the log messages, preventing good deduplication
  • Some logs were not redacted. As these logs do not seem actionable, we stop sending them to telemetry.

@dubloom dubloom added the changelog/no-changelog A changelog entry is not required for this PR. label Nov 10, 2025
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github-actions bot commented Nov 10, 2025 •
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CODEOWNERS have been resolved as:

ddtrace/internal/telemetry/logging.py                                   @DataDog/apm-python
ddtrace/internal/writer/writer.py                                       @DataDog/apm-core-python
ddtrace/llmobs/_log_writer.py                                           @DataDog/ml-observability
ddtrace/llmobs/_writer.py                                               @DataDog/ml-observability
ddtrace/propagation/http.py                                             @DataDog/apm-sdk-capabilities-python
tests/integration/test_integration.py                                   @DataDog/apm-core-python
tests/llmobs/test_llmobs_span_agentless_writer.py                       @DataDog/ml-observability
tests/llmobs/test_logger.py                                             @DataDog/ml-observability
tests/telemetry/test_writer.py                                          @DataDog/apm-python

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github-actions bot commented Nov 10, 2025 •
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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 213 ± 3 ms.

The average import time from base is: 217 ± 6 ms.

The import time difference between this PR and base is: -4.1 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.832 ms (0.86%)
ddtrace.bootstrap.sitecustomize 1.232 ms (0.58%)
ddtrace.bootstrap.preload 1.232 ms (0.58%)
ddtrace.internal.remoteconfig.client 0.535 ms (0.25%)
ddtrace 0.600 ms (0.28%)
ddtrace.internal._unpatched 0.125 ms (0.06%)
subprocess 0.083 ms (0.04%)
contextlib 0.083 ms (0.04%)
json 0.042 ms (0.02%)
json.decoder 0.042 ms (0.02%)
re 0.042 ms (0.02%)
enum 0.042 ms (0.02%)
types 0.042 ms (0.02%)

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pr-commenter bot commented Nov 10, 2025 •
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Performance SLOs

Comparing candidate dubloom/fix-error-logs-remediation (a97d6ac) with baseline main (83a032e)

🟡 Near SLO Breach (6 suites)
🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.489ms (SLO: <22.300ms -8.1%) vs baseline: +0.1%

Memory: ✅ 66.172MB (SLO: <67.000MB 🟡 -1.2%) vs baseline: +5.0%

✅ exception-replay-enabled

Time: ✅ 1.337ms (SLO: <1.450ms -7.8%) vs baseline: -0.3%

Memory: ✅ 64.242MB (SLO: <67.000MB -4.1%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.502ms (SLO: <22.250ms -7.9%) vs baseline: +0.2%

Memory: ✅ 66.336MB (SLO: <67.000MB 🟡 -1.0%) vs baseline: +5.1%

✅ profiler

Time: ✅ 15.535ms (SLO: <16.550ms -6.1%) vs baseline: ~same

Memory: ✅ 54.015MB (SLO: <54.500MB 🟡 -0.9%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 20.564ms (SLO: <21.750ms -5.5%) vs baseline: +0.4%

Memory: ✅ 66.109MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 25.445ms (SLO: <28.200ms -9.8%) vs baseline: ~same

Memory: ✅ 67.272MB (SLO: <69.500MB -3.2%) vs baseline: +3.0%

✅ tracer

Time: ✅ 20.524ms (SLO: <21.750ms -5.6%) vs baseline: +0.3%

Memory: ✅ 66.174MB (SLO: <67.000MB 🟡 -1.2%) vs baseline: +5.0%

✅ tracer-and-profiler

Time: ✅ 22.713ms (SLO: <23.500ms -3.3%) vs baseline: -0.1%

Memory: ✅ 67.719MB (SLO: <68.000MB 🟡 -0.4%) vs baseline: +4.7%

✅ tracer-dont-create-db-spans

Time: ✅ 19.311ms (SLO: <21.500ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 66.159MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +5.0%

✅ tracer-minimal

Time: ✅ 16.618ms (SLO: <17.500ms -5.0%) vs baseline: ~same

Memory: ✅ 65.992MB (SLO: <67.000MB 🟡 -1.5%) vs baseline: +4.6%

✅ tracer-native

Time: ✅ 20.398ms (SLO: <21.750ms -6.2%) vs baseline: ~same

Memory: ✅ 67.849MB (SLO: <72.500MB -6.4%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.458ms (SLO: <19.650ms -6.1%) vs baseline: -0.2%

Memory: ✅ 66.208MB (SLO: <67.000MB 🟡 -1.2%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 18.812ms (SLO: <20.100ms -6.4%) vs baseline: +0.4%

Memory: ✅ 65.815MB (SLO: <67.000MB 🟡 -1.8%) vs baseline: +4.5%

✅ tracer-no-middleware

Time: ✅ 20.190ms (SLO: <21.500ms -6.1%) vs baseline: -0.1%

Memory: ✅ 66.227MB (SLO: <67.000MB 🟡 -1.2%) vs baseline: +5.1%

✅ tracer-no-templates

Time: ✅ 20.295ms (SLO: <22.000ms -7.8%) vs baseline: ~same

Memory: ✅ 66.129MB (SLO: <67.000MB 🟡 -1.3%) vs baseline: +5.1%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.085ms (SLO: <19.850ms -8.9%) vs baseline: +0.2%

Memory: ✅ 66.089MB (SLO: <66.500MB 🟡 -0.6%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.134ms (SLO: <19.400ms -6.5%) vs baseline: +0.5%

Memory: ✅ 66.129MB (SLO: <66.500MB 🟡 -0.6%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.068ms (SLO: <19.450ms -7.1%) vs baseline: -0.1%

Memory: ✅ 66.027MB (SLO: <66.500MB 🟡 -0.7%) vs baseline: +5.1%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.076ms (SLO: <2.300ms -9.7%) vs baseline: +0.4%

Memory: ✅ 52.632MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.066ms (SLO: <2.250ms -8.2%) vs baseline: +0.2%

Memory: ✅ 52.632MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 52.612MB (SLO: <53.500MB 🟡 -1.7%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.601ms (SLO: <4.750ms -3.1%) vs baseline: +0.4%

Memory: ✅ 62.401MB (SLO: <65.000MB -4.0%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.633ms (SLO: <6.750ms 🟡 -1.7%) vs baseline: -0.3%

Memory: ✅ 62.324MB (SLO: <65.000MB -4.1%) vs baseline: +5.0%

✅ appsec-telemetry

Time: ✅ 4.589ms (SLO: <4.750ms -3.4%) vs baseline: ~same

Memory: ✅ 62.342MB (SLO: <65.000MB -4.1%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: -0.3%

Memory: ✅ 45.375MB (SLO: <47.000MB -3.5%) vs baseline: +5.4%

✅ iast-get

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: -0.6%

Memory: ✅ 42.119MB (SLO: <49.000MB 📉 -14.0%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.921ms (SLO: <2.100ms -8.5%) vs baseline: +0.6%

Memory: ✅ 46.749MB (SLO: <47.000MB 🟡 -0.5%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 3.372ms (SLO: <3.650ms -7.6%) vs baseline: +0.2%

Memory: ✅ 52.658MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 52.467MB (SLO: <53.500MB 🟡 -1.9%) vs baseline: +4.4%

✅ tracer-native

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

Memory: ✅ 54.055MB (SLO: <60.000MB -9.9%) vs baseline: +4.7%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.975ms (SLO: <4.200ms -5.4%) vs baseline: ~same

Memory: ✅ 62.423MB (SLO: <66.000MB -5.4%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.450ms (SLO: <2.800ms 📉 -12.5%) vs baseline: +0.5%

Memory: ✅ 58.845MB (SLO: <60.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.062ms (SLO: <2.250ms -8.4%) vs baseline: +0.3%

Memory: ✅ 52.612MB (SLO: <54.500MB -3.5%) vs baseline: +4.7%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.218ms (SLO: <320.950ms -3.7%) vs baseline: ~same

Memory: ✅ 32.657MB (SLO: <34.500MB -5.3%) vs baseline: +4.4%

✅ deep-profiled

Time: ✅ 327.247ms (SLO: <359.150ms -8.9%) vs baseline: -0.4%

Memory: ✅ 38.597MB (SLO: <39.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ medium

Time: ✅ 7.001ms (SLO: <7.400ms -5.4%) vs baseline: -0.2%

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

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +0.6%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +5.1%

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

⚠️ context_with_data_listeners

Time: ⚠️ 13.266µs (SLO: <20.000µs 📉 -33.7%) vs baseline: +0.2%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.290µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +0.8%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.0%

✅ get_item_exists

Time: ✅ 0.586µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.8%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.1%

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.6%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.1%

✅ set_item

Time: ✅ 24.240µs (SLO: <30.000µs 📉 -19.2%) vs baseline: +0.6%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +4.6%

✅ All Tests Passing (16 suites)
✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.150µs (SLO: <100.000µs 📉 -18.9%) vs baseline: -0.4%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ b3_headers

Time: ✅ 14.216µs (SLO: <20.000µs 📉 -28.9%) vs baseline: -0.3%

Memory: ✅ 31.949MB (SLO: <33.500MB -4.6%) vs baseline: +4.6%

✅ b3_single_headers

Time: ✅ 13.446µs (SLO: <20.000µs 📉 -32.8%) vs baseline: +1.2%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.8%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.148µs (SLO: <80.000µs 📉 -19.8%) vs baseline: +0.4%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.929µs (SLO: <80.000µs 📉 -17.6%) vs baseline: +0.1%

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

✅ empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.5%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.9%

✅ full_t_id_datadog_headers

Time: ✅ 22.789µs (SLO: <30.000µs 📉 -24.0%) vs baseline: -0.3%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.9%

✅ invalid_priority_header

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.4%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.6%

✅ invalid_span_id_header

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

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.9%

✅ invalid_tags_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.2%

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

✅ invalid_trace_id_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +1.0%

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

✅ large_header_no_matches

Time: ✅ 27.733µs (SLO: <30.000µs -7.6%) vs baseline: +0.6%

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

✅ large_valid_headers_all

Time: ✅ 28.648µs (SLO: <40.000µs 📉 -28.4%) vs baseline: +0.3%

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +5.0%

✅ medium_header_no_matches

Time: ✅ 9.918µs (SLO: <20.000µs 📉 -50.4%) vs baseline: +1.1%

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

✅ medium_valid_headers_all

Time: ✅ 11.222µs (SLO: <20.000µs 📉 -43.9%) vs baseline: ~same

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ none_propagation_style

Time: ✅ 1.713µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.3%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.7%

✅ tracecontext_headers

Time: ✅ 34.713µs (SLO: <40.000µs 📉 -13.2%) vs baseline: +0.6%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -1.0%

Memory: ✅ 32.027MB (SLO: <33.500MB -4.4%) vs baseline: +4.8%

✅ valid_headers_basic

Time: ✅ 6.108µs (SLO: <10.000µs 📉 -38.9%) vs baseline: ~same

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.8%

✅ wsgi_empty_headers

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.4%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

✅ wsgi_invalid_priority_header

Time: ✅ 6.633µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.2%

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

✅ wsgi_invalid_tags_header

Time: ✅ 6.585µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.1%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.587µs (SLO: <10.000µs 📉 -34.1%) vs baseline: ~same

Memory: ✅ 32.067MB (SLO: <33.500MB -4.3%) vs baseline: +4.8%

✅ wsgi_large_header_no_matches

Time: ✅ 28.559µs (SLO: <40.000µs 📉 -28.6%) vs baseline: -0.4%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.1%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.760µs (SLO: <40.000µs 📉 -25.6%) vs baseline: -0.4%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +5.2%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.204µs (SLO: <20.000µs 📉 -49.0%) vs baseline: +1.6%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.579µs (SLO: <20.000µs 📉 -42.1%) vs baseline: +0.2%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.3%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +5.1%

✅ wsgi_valid_headers_basic

Time: ✅ 6.124µs (SLO: <10.000µs 📉 -38.8%) vs baseline: -0.6%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.121µs (SLO: <30.000µs 📉 -29.6%) vs baseline: +0.5%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +5.2%

✅ with_all

Time: ✅ 28.452µs (SLO: <40.000µs 📉 -28.9%) vs baseline: -0.1%

Memory: ✅ 32.106MB (SLO: <33.500MB -4.2%) vs baseline: +5.2%

✅ with_dd_origin

Time: ✅ 25.060µs (SLO: <30.000µs 📉 -16.5%) vs baseline: +1.3%

Memory: ✅ 32.008MB (SLO: <33.500MB -4.5%) vs baseline: +4.8%

✅ with_priority_and_origin

Time: ✅ 24.492µs (SLO: <40.000µs 📉 -38.8%) vs baseline: +1.0%

Memory: ✅ 31.968MB (SLO: <33.500MB -4.6%) vs baseline: +4.5%

✅ with_sampling_priority

Time: ✅ 21.037µs (SLO: <30.000µs 📉 -29.9%) vs baseline: +0.4%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +5.1%

✅ with_tags

Time: ✅ 26.757µs (SLO: <40.000µs 📉 -33.1%) vs baseline: +0.4%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +5.0%

✅ with_tags_invalid

Time: ✅ 27.828µs (SLO: <40.000µs 📉 -30.4%) vs baseline: -0.6%

Memory: ✅ 32.047MB (SLO: <33.500MB -4.3%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 26.959µs (SLO: <40.000µs 📉 -32.6%) vs baseline: ~same

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.859µs (SLO: <40.000µs 📉 -20.4%) vs baseline: +0.2%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 28.702µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_findall_aspect

Time: ✅ 2.893µs (SLO: <10.000µs 📉 -71.1%) vs baseline: ~same

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.7%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ re_finditer_aspect

Time: ✅ 4.360µs (SLO: <10.000µs 📉 -56.4%) vs baseline: -0.4%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.6%

✅ re_finditer_noaspect

Time: ✅ 1.393µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.1%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_fullmatch_aspect

Time: ✅ 2.656µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -0.1%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ re_fullmatch_noaspect

Time: ✅ 1.326µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.8%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +5.2%

✅ re_group_aspect

Time: ✅ 2.948µs (SLO: <10.000µs 📉 -70.5%) vs baseline: +1.1%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ re_group_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -1.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.060µs (SLO: <10.000µs 📉 -69.4%) vs baseline: -0.4%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 1.690µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.6%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 2.717µs (SLO: <10.000µs 📉 -72.8%) vs baseline: +0.2%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 1.308µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 2.503µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.4%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.203µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.5%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ re_sub_aspect

Time: ✅ 3.368µs (SLO: <10.000µs 📉 -66.3%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ re_sub_noaspect

Time: ✅ 1.518µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.589µs (SLO: <10.000µs 📉 -64.1%) vs baseline: -0.2%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.8%

✅ re_subn_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.5%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ add_inplace_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ add_inplace_noaspect

Time: ✅ 0.322µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ add_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.0%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ bytearray_aspect

Time: ✅ 1.319µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.1%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ bytearray_extend_aspect

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

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.613µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.5%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ bytearray_noaspect

Time: ✅ 0.481µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ bytes_aspect

Time: ✅ 1.283µs (SLO: <10.000µs 📉 -87.2%) vs baseline: +0.6%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ bytesio_aspect

Time: ✅ 1.315µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +1.2%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.2%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.9%

✅ capitalize_aspect

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

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ capitalize_noaspect

Time: ✅ 0.432µs (SLO: <10.000µs 📉 -95.7%) vs baseline: ~same

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ casefold_aspect

Time: ✅ 0.738µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.6%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ casefold_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.4%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ decode_aspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.1%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.5%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ encode_aspect

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

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 3.299µs (SLO: <10.000µs 📉 -67.0%) vs baseline: -0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ format_map_aspect

Time: ✅ 3.501µs (SLO: <10.000µs 📉 -65.0%) vs baseline: +1.3%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ format_map_noaspect

Time: ✅ 0.771µs (SLO: <10.000µs 📉 -92.3%) vs baseline: -0.1%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ format_noaspect

Time: ✅ 0.592µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.0%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ index_aspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.5%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.2%

✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: ~same

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ join_aspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: ~same

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ join_noaspect

Time: ✅ 0.489µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 37.356MB (SLO: <39.000MB -4.2%) vs baseline: +5.0%

✅ ljust_aspect

Time: ✅ 2.527µs (SLO: <20.000µs 📉 -87.4%) vs baseline: +0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ ljust_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -1.1%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 2.185µs (SLO: <10.000µs 📉 -78.1%) vs baseline: -0.5%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ lower_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.7%

✅ lstrip_aspect

Time: ✅ 2.241µs (SLO: <20.000µs 📉 -88.8%) vs baseline: ~same

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.6%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ modulo_aspect

Time: ✅ 1.046µs (SLO: <10.000µs 📉 -89.5%) vs baseline: -0.3%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.5%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.571µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +1.4%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes

Time: ✅ 0.977µs (SLO: <10.000µs 📉 -90.2%) vs baseline: ~same

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.6%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.249µs (SLO: <10.000µs 📉 -87.5%) vs baseline: +0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ modulo_noaspect

Time: ✅ 0.628µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ replace_aspect

Time: ✅ 4.856µs (SLO: <10.000µs 📉 -51.4%) vs baseline: ~same

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ repr_aspect

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ repr_noaspect

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

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.7%

✅ rstrip_aspect

Time: ✅ 1.888µs (SLO: <20.000µs 📉 -90.6%) vs baseline: -0.1%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ rstrip_noaspect

Time: ✅ 0.377µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.9%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ slice_aspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.4%

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

✅ slice_noaspect

Time: ✅ 0.447µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.3%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ stringio_aspect

Time: ✅ 1.525µs (SLO: <10.000µs 📉 -84.8%) vs baseline: +0.3%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +5.1%

✅ stringio_noaspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.9%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ strip_aspect

Time: ✅ 2.206µs (SLO: <20.000µs 📉 -89.0%) vs baseline: -0.6%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ strip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.6%

✅ swapcase_aspect

Time: ✅ 2.391µs (SLO: <10.000µs 📉 -76.1%) vs baseline: -0.4%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ swapcase_noaspect

Time: ✅ 0.534µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -1.6%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ title_aspect

Time: ✅ 2.397µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +2.3%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +4.5%

✅ title_noaspect

Time: ✅ 0.504µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +1.1%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ translate_aspect

Time: ✅ 3.252µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -0.3%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ translate_noaspect

Time: ✅ 1.044µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 2.340µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +5.9%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ upper_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.240µs (SLO: <10.000µs 📉 -57.6%) vs baseline: +0.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.8%

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +1.0%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ ospathjoin_aspect

Time: ✅ 6.164µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.5%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.0%

✅ ospathjoin_noaspect

Time: ✅ 2.294µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +0.3%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ ospathnormcase_aspect

Time: ✅ 3.471µs (SLO: <10.000µs 📉 -65.3%) vs baseline: -1.2%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.5%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +5.0%

✅ ospathsplit_aspect

Time: ✅ 4.838µs (SLO: <10.000µs 📉 -51.6%) vs baseline: +0.6%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.1%

✅ ospathsplit_noaspect

Time: ✅ 1.588µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.4%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ ospathsplitdrive_aspect

Time: ✅ 3.664µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.3%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.1%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.691µs (SLO: <10.000µs 📉 -93.1%) vs baseline: ~same

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ ospathsplitext_aspect

Time: ✅ 4.577µs (SLO: <10.000µs 📉 -54.2%) vs baseline: +0.4%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 1.380µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.5%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.7%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.6%

Memory: ✅ 37.336MB (SLO: <39.000MB -4.3%) vs baseline: +4.9%

✅ rsplit_noaspect

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

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.5%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.0%

✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

Memory: ✅ 37.316MB (SLO: <39.000MB -4.3%) vs baseline: +5.1%

✅ splitlines_aspect

Time: ✅ 1.409µs (SLO: <10.000µs 📉 -85.9%) vs baseline: +0.1%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +4.8%

✅ splitlines_noaspect

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

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ iastpropagation - 2/2

✅ no-propagation

Time: ✅ 48.777µs (SLO: <60.000µs 📉 -18.7%) vs baseline: +0.6%

Memory: ✅ 36.923MB (SLO: <39.000MB -5.3%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.658ms (SLO: <42.000ms -3.2%) vs baseline: +1.4%

Memory: ✅ 34.446MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +5.1%

✅ add-link

Time: ✅ 36.871ms (SLO: <38.550ms -4.4%) vs baseline: +2.3%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +4.4%

✅ add-metrics

Time: ✅ 218.431ms (SLO: <232.000ms -5.8%) vs baseline: -0.6%

Memory: ✅ 34.446MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 211.855ms (SLO: <221.600ms -4.4%) vs baseline: +0.7%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.580ms (SLO: <31.300ms -5.5%) vs baseline: +1.2%

Memory: ✅ 34.485MB (SLO: <39.000MB 📉 -11.6%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 29.433ms (SLO: <31.000ms -5.1%) vs baseline: +1.6%

Memory: ✅ 34.367MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 63.377ms (SLO: <65.850ms -3.8%) vs baseline: +0.5%

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +5.2%

✅ set-status

Time: ✅ 32.027ms (SLO: <34.150ms -6.2%) vs baseline: +0.8%

Memory: ✅ 34.308MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.9%

✅ start

Time: ✅ 29.174ms (SLO: <30.150ms -3.2%) vs baseline: +1.6%

Memory: ✅ 34.308MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 34.070ms (SLO: <35.350ms -3.6%) vs baseline: +0.1%

Memory: ✅ 34.367MB (SLO: <39.000MB 📉 -11.9%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 33.931ms (SLO: <35.450ms -4.3%) vs baseline: ~same

Memory: ✅ 34.328MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +4.8%

✅ update-name

Time: ✅ 30.974ms (SLO: <33.400ms -7.3%) vs baseline: ~same

Memory: ✅ 34.406MB (SLO: <39.000MB 📉 -11.8%) vs baseline: +4.7%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.363ms (SLO: <47.150ms 📉 -14.4%) vs baseline: -0.3%

Memory: ✅ 43.655MB (SLO: <47.000MB -7.1%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 318.217ms (SLO: <344.800ms -7.7%) vs baseline: +0.4%

Memory: ✅ 651.309MB (SLO: <675.000MB -3.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 290.518ms (SLO: <314.000ms -7.5%) vs baseline: -0.3%

Memory: ✅ 652.583MB (SLO: <675.000MB -3.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.387ms (SLO: <92.350ms 📉 -13.0%) vs baseline: +0.2%

Memory: ✅ 39.389MB (SLO: <46.500MB 📉 -15.3%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 38.268ms (SLO: <44.500ms 📉 -14.0%) vs baseline: +0.9%

Memory: ✅ 43.028MB (SLO: <47.500MB -9.4%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 57.986ms (SLO: <67.650ms 📉 -14.3%) vs baseline: ~same

Memory: ✅ 39.809MB (SLO: <47.000MB 📉 -15.3%) vs baseline: +4.9%

✅ set-status

Time: ✅ 44.048ms (SLO: <50.400ms 📉 -12.6%) vs baseline: +0.2%

Memory: ✅ 43.048MB (SLO: <47.000MB -8.4%) vs baseline: +4.9%

✅ start

Time: ✅ 37.238ms (SLO: <43.450ms 📉 -14.3%) vs baseline: -0.4%

Memory: ✅ 43.030MB (SLO: <47.000MB -8.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 81.761ms (SLO: <88.000ms -7.1%) vs baseline: +0.3%

Memory: ✅ 34.465MB (SLO: <46.500MB 📉 -25.9%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 83.557ms (SLO: <89.000ms -6.1%) vs baseline: +0.6%

Memory: ✅ 34.406MB (SLO: <46.500MB 📉 -26.0%) vs baseline: +4.5%

✅ update-name

Time: ✅ 38.754ms (SLO: <45.150ms 📉 -14.2%) vs baseline: -0.4%

Memory: ✅ 43.263MB (SLO: <47.000MB -8.0%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.057ms (SLO: <354.300ms -3.7%) vs baseline: -0.7%

Memory: ✅ 37.735MB (SLO: <40.000MB -5.7%) vs baseline: +3.7%

✅ cache_on

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

Memory: ✅ 36.833MB (SLO: <39.000MB -5.6%) vs baseline: +3.4%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 157.323µs (SLO: <170.000µs -7.5%) vs baseline: +1.1%

Memory: ✅ 36.769MB (SLO: <38.500MB -4.5%) vs baseline: +4.4%

✅ import_many_cached

Time: ✅ 121.453µs (SLO: <130.000µs -6.6%) vs baseline: +0.5%

Memory: ✅ 36.804MB (SLO: <38.500MB -4.4%) vs baseline: +5.0%

✅ import_many_stdlib

Time: ✅ 1.617ms (SLO: <1.750ms -7.6%) vs baseline: +0.7%

Memory: ✅ 37.070MB (SLO: <38.500MB -3.7%) vs baseline: +6.3%

✅ import_many_stdlib_cached

Time: ✅ 0.977ms (SLO: <1.100ms 📉 -11.2%) vs baseline: -0.4%

Memory: ✅ 36.953MB (SLO: <38.500MB -4.0%) vs baseline: +3.9%

✅ import_many_unknown

Time: ✅ 840.341µs (SLO: <890.000µs -5.6%) vs baseline: +0.9%

Memory: ✅ 37.018MB (SLO: <38.500MB -3.9%) vs baseline: +5.2%

✅ import_many_unknown_cached

Time: ✅ 793.162µs (SLO: <870.000µs -8.8%) vs baseline: -1.0%

Memory: ✅ 37.030MB (SLO: <38.500MB -3.8%) vs baseline: +4.8%

✅ import_one

Time: ✅ 19.909µs (SLO: <30.000µs 📉 -33.6%) vs baseline: -0.3%

Memory: ✅ 36.834MB (SLO: <39.000MB -5.6%) vs baseline: +4.8%

✅ import_one_cache

Time: ✅ 6.341µs (SLO: <10.000µs 📉 -36.6%) vs baseline: +1.1%

Memory: ✅ 36.815MB (SLO: <38.500MB -4.4%) vs baseline: +5.0%

✅ import_one_stdlib

Time: ✅ 18.758µs (SLO: <20.000µs -6.2%) vs baseline: +0.2%

Memory: ✅ 36.796MB (SLO: <38.500MB -4.4%) vs baseline: +5.2%

✅ import_one_stdlib_cache

Time: ✅ 6.298µs (SLO: <10.000µs 📉 -37.0%) vs baseline: +0.4%

Memory: ✅ 36.856MB (SLO: <38.500MB -4.3%) vs baseline: +5.0%

✅ import_one_unknown

Time: ✅ 45.734µs (SLO: <50.000µs -8.5%) vs baseline: ~same

Memory: ✅ 36.799MB (SLO: <38.500MB -4.4%) vs baseline: +4.7%

✅ import_one_unknown_cache

Time: ✅ 6.282µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 36.869MB (SLO: <38.500MB -4.2%) vs baseline: +5.7%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.370µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.9%

Memory: ✅ 31.516MB (SLO: <34.000MB -7.3%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.415µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.5%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.1%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +5.0%

✅ low_rate_limit

Time: ✅ 2.386µs (SLO: <10.000µs 📉 -76.1%) vs baseline: +1.4%

Memory: ✅ 31.575MB (SLO: <34.000MB -7.1%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.9%

Memory: ✅ 31.556MB (SLO: <34.000MB -7.2%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.511µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +1.3%

Memory: ✅ 31.654MB (SLO: <34.000MB -6.9%) vs baseline: +5.1%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.703µs (SLO: <290.000µs 📉 -52.5%) vs baseline: +0.4%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.3%

✅ high_match

Time: ✅ 174.652µs (SLO: <480.000µs 📉 -63.6%) vs baseline: +1.0%

Memory: ✅ 31.595MB (SLO: <34.000MB -7.1%) vs baseline: +4.8%

✅ low_match

Time: ✅ 99.587µs (SLO: <120.000µs 📉 -17.0%) vs baseline: -0.2%

Memory: ✅ 600.624MB (SLO: <700.000MB 📉 -14.2%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.670ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.8%

Memory: ✅ 68.122MB (SLO: <75.000MB -9.2%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.453µs (SLO: <20.000µs 📉 -47.7%) vs baseline: -0.6%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +5.0%

✅ all-enabled

Time: ✅ 39.974µs (SLO: <50.000µs 📉 -20.1%) vs baseline: ~same

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +5.0%

✅ collectipvariant_exists

Time: ✅ 40.635µs (SLO: <50.000µs 📉 -18.7%) vs baseline: ~same

Memory: ✅ 32.421MB (SLO: <34.000MB -4.6%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.321µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +1.3%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +4.8%

✅ no-useragentvariant

Time: ✅ 38.971µs (SLO: <50.000µs 📉 -22.1%) vs baseline: +1.1%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +4.9%

✅ obfuscation-no-query

Time: ✅ 40.347µs (SLO: <50.000µs 📉 -19.3%) vs baseline: ~same

Memory: ✅ 32.401MB (SLO: <34.000MB -4.7%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.684µs (SLO: <90.000µs 📉 -15.9%) vs baseline: ~same

Memory: ✅ 32.814MB (SLO: <34.000MB -3.5%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.329µs (SLO: <90.000µs 📉 -15.2%) vs baseline: +0.4%

Memory: ✅ 32.893MB (SLO: <34.000MB -3.3%) vs baseline: +5.2%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.725µs (SLO: <170.000µs -9.6%) vs baseline: -0.4%

Memory: ✅ 32.794MB (SLO: <34.500MB -4.9%) vs baseline: +4.8%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.271µs (SLO: <160.000µs -7.3%) vs baseline: ~same

Memory: ✅ 32.834MB (SLO: <34.500MB -4.8%) vs baseline: +5.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.423µs (SLO: <170.000µs -9.2%) vs baseline: -0.2%

Memory: ✅ 32.775MB (SLO: <34.500MB -5.0%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.587µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.7%

Memory: ✅ 32.480MB (SLO: <34.000MB -4.5%) vs baseline: +5.2%

✅ useragentvariant_exists_2

Time: ✅ 40.366µs (SLO: <50.000µs 📉 -19.3%) vs baseline: -0.2%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +4.4%

✅ useragentvariant_exists_3

Time: ✅ 40.546µs (SLO: <50.000µs 📉 -18.9%) vs baseline: +1.5%

Memory: ✅ 32.401MB (SLO: <34.000MB -4.7%) vs baseline: +4.9%

✅ useragentvariant_not_exists_1

Time: ✅ 39.363µs (SLO: <50.000µs 📉 -21.3%) vs baseline: ~same

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.539µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.6%

Memory: ✅ 32.440MB (SLO: <34.000MB -4.6%) vs baseline: +4.9%

✅ span - 26/26

✅ add-event

Time: ✅ 20.116ms (SLO: <22.500ms 📉 -10.6%) vs baseline: +0.7%

Memory: ✅ 48.637MB (SLO: <53.000MB -8.2%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 89.495ms (SLO: <93.500ms -4.3%) vs baseline: -0.3%

Memory: ✅ 736.223MB (SLO: <961.000MB 📉 -23.4%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 146.385ms (SLO: <155.000ms -5.6%) vs baseline: -0.7%

Memory: ✅ 735.664MB (SLO: <962.500MB 📉 -23.6%) vs baseline: +4.9%

✅ get-context

Time: ✅ 18.336ms (SLO: <20.500ms 📉 -10.6%) vs baseline: ~same

Memory: ✅ 47.311MB (SLO: <53.000MB 📉 -10.7%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 18.635ms (SLO: <20.500ms -9.1%) vs baseline: +0.2%

Memory: ✅ 47.245MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 37.807ms (SLO: <40.000ms -5.5%) vs baseline: +1.2%

Memory: ✅ 41.768MB (SLO: <53.000MB 📉 -21.2%) vs baseline: +5.0%

✅ set-status

Time: ✅ 20.140ms (SLO: <22.000ms -8.5%) vs baseline: -0.4%

Memory: ✅ 47.334MB (SLO: <53.000MB 📉 -10.7%) vs baseline: +5.0%

✅ start

Time: ✅ 18.235ms (SLO: <20.500ms 📉 -11.0%) vs baseline: +0.5%

Memory: ✅ 47.206MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 50.842ms (SLO: <52.500ms -3.2%) vs baseline: +0.4%

Memory: ✅ 31.909MB (SLO: <34.000MB -6.1%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 52.203ms (SLO: <54.500ms -4.2%) vs baseline: +0.2%

Memory: ✅ 32.027MB (SLO: <34.000MB -5.8%) vs baseline: +5.1%

✅ start-finish-traceid128

Time: ✅ 53.915ms (SLO: <57.000ms -5.4%) vs baseline: ~same

Memory: ✅ 31.988MB (SLO: <34.000MB -5.9%) vs baseline: +5.1%

✅ start-traceid128

Time: ✅ 18.720ms (SLO: <22.500ms 📉 -16.8%) vs baseline: +0.6%

Memory: ✅ 47.232MB (SLO: <53.000MB 📉 -10.9%) vs baseline: +4.6%

✅ update-name

Time: ✅ 18.632ms (SLO: <22.000ms 📉 -15.3%) vs baseline: -1.0%

Memory: ✅ 47.822MB (SLO: <53.000MB -9.8%) vs baseline: +4.6%

✅ tracer - 6/6

✅ large

Time: ✅ 29.063ms (SLO: <32.950ms 📉 -11.8%) vs baseline: ~same

Memory: ✅ 32.775MB (SLO: <34.500MB -5.0%) vs baseline: +5.1%

✅ medium

Time: ✅ 2.885ms (SLO: <3.200ms -9.9%) vs baseline: -0.3%

Memory: ✅ 31.634MB (SLO: <34.000MB -7.0%) vs baseline: +5.4%

✅ small

Time: ✅ 328.850µs (SLO: <370.000µs 📉 -11.1%) vs baseline: +1.1%

Memory: ✅ 31.674MB (SLO: <34.000MB -6.8%) vs baseline: +5.2%

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

brettlangdon
brettlangdon reviewed Nov 10, 2025
View reviewed changes
ddtrace/propagation/http.py
trace_id, span_id, trace_flag = _TraceContext._get_traceparent_values(tp)
except (ValueError, AssertionError):
log.exception("received invalid w3c traceparent: %s ", tp)
log.exception("received invalid w3c traceparent: %s ", tp, extra={"send_to_telemetry": False})
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@brettlangdon brettlangdon Nov 10, 2025

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should this be a log.exception? maybe warning at best?

probably depends on whether it is an internal app talking to another internal app, or something exposed to the public internet.

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@dubloom dubloom Nov 10, 2025

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To be honest, I have no opinion. If you think this would be better as a log.warning, I can make that change

ddtrace/internal/telemetry/logging.py
if getattr(record, "send_to_telemetry", None) in (None, True):
self.telemetry_writer.add_error_log(record.msg, record.exc_info)
# we do not want to send the [x skipped] part to telemetry
msg = re.sub(r"\s*\[\d+ skipped\]$", "", record.msg)
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can we handle this on intake?

this means we'll only get this deduping fix once all clients have upgraded to this version of the tracer or newer.

also, what if we change the log message format, then we are stuck doing this again.

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@dubloom dubloom Nov 10, 2025

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I agree that this is more robust, do you know who I should talk to in order to fix that ?

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