chore(ray): add metadata and entrypoint to ray job root span #14715

imran-at-datadog · 2025-09-26T06:19:47Z

Description

MLOB-3969 Add user metadata to root span tags
MLOB-3980 Tag the entry point on the root span

Testing

pip install .
RAY_LOGGING_CONFIG_ENCODING=JSON DD_ENV=dev ray start --head --dashboard-host=127.0.0.1 --tracing-startup-hook=ddtrace.contrib.ray:setup_tracing
`ray job submit --metadata-json='{"job_name": "train_my_model", "test":"1"}' --submission-id="imran-ray-metadata-test-012" -- python /Users/imran.hendley/go/src/github.com/DataDog/dd-trace-py/tests/contrib/ray/jobs/simple_task.py

Risks

None

Additional Notes

Do we need to support recreating these tags in RaySpanManager._recreate_job_span?

github-actions · 2025-09-26T06:20:26Z

CODEOWNERS have been resolved as:

ddtrace/contrib/internal/ray/constants.py                               @DataDog/ml-observability
ddtrace/contrib/internal/ray/patch.py                                   @DataDog/ml-observability
ddtrace/contrib/internal/ray/utils.py                                   @DataDog/ml-observability
tests/contrib/ray/test_ray_utils.py                                     @DataDog/ml-observability

github-actions · 2025-09-26T06:48:30Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 242 ± 3 ms.

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

The import time difference between this PR and base is: -2.5 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.016 ms (0.83%)

ddtrace.bootstrap.sitecustomize 1.328 ms (0.55%)

ddtrace.bootstrap.preload 1.328 ms (0.55%)

ddtrace.internal.remoteconfig.client 0.631 ms (0.26%)

ddtrace 0.688 ms (0.28%)

ddtrace.internal._unpatched 0.032 ms (0.01%)

json 0.032 ms (0.01%)

json.decoder 0.032 ms (0.01%)

re 0.032 ms (0.01%)

enum 0.032 ms (0.01%)

types 0.032 ms (0.01%)

pr-commenter · 2025-09-26T07:29:04Z

Performance SLOs

Comparing candidate imran-hendley/ray-root-span-metadata (d7e526c) with baseline dubloom/ray-v0 (7685418)

📈 Performance Regressions (1 suite)

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.480µs (SLO: <20.000µs 📉 -82.6%) vs baseline: +9.2%

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

✅ 1-count-metrics-100-times

Time: ✅ 211.694µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -1.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 2.910µs (SLO: <20.000µs 📉 -85.5%) vs baseline: -2.4%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 191.396µs (SLO: <220.000µs 📉 -13.0%) vs baseline: -1.5%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.0%

✅ 1-gauge-metric-1-times

Time: ✅ 2.057µs (SLO: <20.000µs 📉 -89.7%) vs baseline: -1.7%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 125.189µs (SLO: <150.000µs 📉 -16.5%) vs baseline: +0.3%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.442µs (SLO: <20.000µs 📉 -82.8%) vs baseline: +9.1%

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

✅ 1-rate-metrics-100-times

Time: ✅ 211.865µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -1.3%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.6%

✅ 100-count-metrics-100-times

Time: ✅ 21.629ms (SLO: <23.500ms -8.0%) vs baseline: +2.4%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 1.971ms (SLO: <2.250ms 📉 -12.4%) vs baseline: -1.1%

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.285ms (SLO: <1.550ms 📉 -17.1%) vs baseline: -0.5%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.1%

✅ 100-rate-metrics-100-times

Time: ✅ 2.234ms (SLO: <2.550ms 📉 -12.4%) vs baseline: +2.4%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ flush-1-metric

Time: ✅ 4.640µs (SLO: <20.000µs 📉 -76.8%) vs baseline: 📈 +11.1%

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

✅ flush-100-metrics

Time: ✅ 181.018µs (SLO: <250.000µs 📉 -27.6%) vs baseline: +0.4%

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

✅ flush-1000-metrics

Time: ✅ 2.216ms (SLO: <2.500ms 📉 -11.4%) vs baseline: ~same

Memory: ✅ 32.893MB (SLO: <34.500MB -4.7%) vs baseline: +4.9%

🟡 Near SLO Breach (4 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.453ms (SLO: <22.300ms -8.3%) vs baseline: -0.1%

Memory: ✅ 65.480MB (SLO: <67.000MB -2.3%) vs baseline: +5.1%

✅ exception-replay-enabled

Time: ✅ 1.349ms (SLO: <1.450ms -7.0%) vs baseline: +0.1%

Memory: ✅ 64.482MB (SLO: <67.000MB -3.8%) vs baseline: +5.3%

✅ iast

Time: ✅ 20.470ms (SLO: <22.250ms -8.0%) vs baseline: -0.2%

Memory: ✅ 65.532MB (SLO: <67.000MB -2.2%) vs baseline: +5.3%

✅ profiler

Time: ✅ 15.162ms (SLO: <16.550ms -8.4%) vs baseline: -0.4%

Memory: ✅ 53.729MB (SLO: <54.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 20.573ms (SLO: <21.750ms -5.4%) vs baseline: +0.3%

Memory: ✅ 65.496MB (SLO: <67.000MB -2.2%) vs baseline: +5.2%

✅ span-code-origin

Time: ✅ 26.123ms (SLO: <28.200ms -7.4%) vs baseline: -0.5%

Memory: ✅ 68.183MB (SLO: <69.500MB 🟡 -1.9%) vs baseline: +5.9%

✅ tracer

Time: ✅ 20.478ms (SLO: <21.750ms -5.8%) vs baseline: -0.4%

Memory: ✅ 65.482MB (SLO: <67.000MB -2.3%) vs baseline: +5.1%

✅ tracer-and-profiler

Time: ✅ 22.060ms (SLO: <23.500ms -6.1%) vs baseline: +0.1%

Memory: ✅ 66.549MB (SLO: <67.500MB 🟡 -1.4%) vs baseline: +5.4%

✅ tracer-dont-create-db-spans

Time: ✅ 19.356ms (SLO: <21.500ms -10.0%) vs baseline: -0.3%

Memory: ✅ 65.460MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +5.1%

✅ tracer-minimal

Time: ✅ 16.640ms (SLO: <17.500ms -4.9%) vs baseline: -0.2%

Memory: ✅ 65.212MB (SLO: <66.000MB 🟡 -1.2%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 20.547ms (SLO: <21.750ms -5.5%) vs baseline: +0.4%

Memory: ✅ 71.439MB (SLO: <72.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ tracer-no-caches

Time: ✅ 18.408ms (SLO: <19.650ms -6.3%) vs baseline: -0.3%

Memory: ✅ 65.270MB (SLO: <67.000MB -2.6%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 18.805ms (SLO: <20.100ms -6.4%) vs baseline: ~same

Memory: ✅ 65.134MB (SLO: <67.000MB -2.8%) vs baseline: +5.1%

✅ tracer-no-middleware

Time: ✅ 20.195ms (SLO: <21.500ms -6.1%) vs baseline: -0.1%

Memory: ✅ 65.557MB (SLO: <67.000MB -2.2%) vs baseline: +5.3%

✅ tracer-no-templates

Time: ✅ 20.353ms (SLO: <22.000ms -7.5%) vs baseline: ~same

Memory: ✅ 65.535MB (SLO: <67.000MB -2.2%) vs baseline: +5.3%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.076ms (SLO: <19.850ms -8.9%) vs baseline: -0.3%

Memory: ✅ 65.333MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ errortracking-enabled-user

Time: ✅ 18.086ms (SLO: <19.400ms -6.8%) vs baseline: ~same

Memory: ✅ 65.333MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 18.106ms (SLO: <19.450ms -6.9%) vs baseline: ~same

Memory: ✅ 65.294MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.571ms (SLO: <4.750ms -3.8%) vs baseline: -0.5%

Memory: ✅ 61.853MB (SLO: <65.000MB -4.8%) vs baseline: +2.9%

✅ appsec-post

Time: ✅ 6.568ms (SLO: <6.750ms -2.7%) vs baseline: ~same

Memory: ✅ 61.892MB (SLO: <65.000MB -4.8%) vs baseline: +2.8%

✅ appsec-telemetry

Time: ✅ 4.568ms (SLO: <4.750ms -3.8%) vs baseline: -0.5%

Memory: ✅ 61.912MB (SLO: <65.000MB -4.8%) vs baseline: +2.8%

✅ debugger

Time: ✅ 1.853ms (SLO: <2.000ms -7.4%) vs baseline: -0.7%

Memory: ✅ 45.397MB (SLO: <47.000MB -3.4%) vs baseline: +5.2%

✅ iast-get

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: +0.5%

Memory: ✅ 42.330MB (SLO: <49.000MB 📉 -13.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.907ms (SLO: <2.100ms -9.2%) vs baseline: -0.4%

Memory: ✅ 46.478MB (SLO: <47.000MB 🟡 -1.1%) vs baseline: +8.1%

✅ resource-renaming

Time: ✅ 3.377ms (SLO: <3.650ms -7.5%) vs baseline: -0.7%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: +0.2%

Memory: ✅ 52.160MB (SLO: <53.500MB -2.5%) vs baseline: +5.1%

✅ tracer-native

Time: ✅ 3.368ms (SLO: <3.650ms -7.7%) vs baseline: -0.3%

Memory: ✅ 58.163MB (SLO: <60.000MB -3.1%) vs baseline: +5.0%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 44.981ms (SLO: <47.150ms -4.6%) vs baseline: -0.5%

Memory: ✅ 45.320MB (SLO: <47.000MB -3.6%) vs baseline: +5.3%

✅ add-metrics

Time: ✅ 320.298ms (SLO: <344.800ms -7.1%) vs baseline: +0.5%

Memory: ✅ 553.521MB (SLO: <562.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 291.868ms (SLO: <314.000ms -7.0%) vs baseline: +0.4%

Memory: ✅ 555.344MB (SLO: <563.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ get-context

Time: ✅ 83.095ms (SLO: <92.350ms 📉 -10.0%) vs baseline: +0.7%

Memory: ✅ 40.273MB (SLO: <46.500MB 📉 -13.4%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 43.189ms (SLO: <44.500ms -2.9%) vs baseline: +1.3%

Memory: ✅ 44.565MB (SLO: <47.500MB -6.2%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 62.966ms (SLO: <67.650ms -6.9%) vs baseline: +2.0%

Memory: ✅ 40.575MB (SLO: <47.000MB 📉 -13.7%) vs baseline: +5.1%

✅ set-status

Time: ✅ 49.810ms (SLO: <50.400ms 🟡 -1.2%) vs baseline: +2.0%

Memory: ✅ 44.571MB (SLO: <47.000MB -5.2%) vs baseline: +5.1%

✅ start

Time: ✅ 42.130ms (SLO: <43.450ms -3.0%) vs baseline: -0.4%

Memory: ✅ 44.624MB (SLO: <47.000MB -5.1%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 82.851ms (SLO: <88.000ms -5.9%) vs baseline: -0.5%

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

✅ start-finish-telemetry

Time: ✅ 86.314ms (SLO: <89.000ms -3.0%) vs baseline: +1.9%

Memory: ✅ 34.603MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +5.0%

✅ update-name

Time: ✅ 44.239ms (SLO: <45.150ms -2.0%) vs baseline: +0.4%

Memory: ✅ 44.940MB (SLO: <47.000MB -4.4%) vs baseline: +5.3%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 12/12 (2 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.309µs (SLO: <20.000µs 📉 -33.5%) vs baseline: ~same

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

✅ context_with_data_no_listeners

Time: ✅ 3.295µs (SLO: <10.000µs 📉 -67.1%) vs baseline: -2.3%

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

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.339µs (SLO: <20.000µs 📉 -33.3%) vs baseline: -0.3%

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

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.4%

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

✅ get_item_missing

Time: ✅ 0.638µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.2%

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

✅ set_item

Time: ✅ 24.765µs (SLO: <30.000µs 📉 -17.4%) vs baseline: +1.3%

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

✅ All Tests Passing (18 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.077ms (SLO: <2.300ms -9.7%) vs baseline: -0.9%

Memory: ✅ 52.180MB (SLO: <53.500MB -2.5%) vs baseline: +5.2%

✅ errortracking-enabled-user

Time: ✅ 2.117ms (SLO: <2.250ms -5.9%) vs baseline: +1.2%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +5.1%

✅ tracer-enabled

Time: ✅ 2.076ms (SLO: <2.300ms -9.8%) vs baseline: -0.7%

Memory: ✅ 52.140MB (SLO: <53.500MB -2.5%) vs baseline: +5.0%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.920ms (SLO: <4.200ms -6.7%) vs baseline: -0.7%

Memory: ✅ 62.128MB (SLO: <66.000MB -5.9%) vs baseline: +2.9%

✅ iast-enabled

Time: ✅ 2.435ms (SLO: <2.800ms 📉 -13.0%) vs baseline: -0.9%

Memory: ✅ 58.629MB (SLO: <60.000MB -2.3%) vs baseline: +4.3%

✅ tracer-enabled

Time: ✅ 2.075ms (SLO: <2.250ms -7.8%) vs baseline: -0.1%

Memory: ✅ 52.180MB (SLO: <54.500MB -4.3%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.576µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +1.0%

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

✅ b3_headers

Time: ✅ 14.454µs (SLO: <20.000µs 📉 -27.7%) vs baseline: +1.0%

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

✅ b3_single_headers

Time: ✅ 13.459µs (SLO: <20.000µs 📉 -32.7%) vs baseline: +0.8%

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

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.582µs (SLO: <80.000µs 📉 -20.5%) vs baseline: +0.3%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.622µs (SLO: <80.000µs 📉 -18.0%) vs baseline: -0.2%

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

✅ empty_headers

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.5%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.807µs (SLO: <30.000µs 📉 -24.0%) vs baseline: +0.7%

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

✅ invalid_priority_header

Time: ✅ 6.697µs (SLO: <10.000µs 📉 -33.0%) vs baseline: +2.4%

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

✅ invalid_span_id_header

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.1%

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

✅ invalid_tags_header

Time: ✅ 6.601µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +1.7%

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

✅ invalid_trace_id_header

Time: ✅ 6.597µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.607µs (SLO: <30.000µs -8.0%) vs baseline: -0.1%

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

✅ large_valid_headers_all

Time: ✅ 28.731µs (SLO: <40.000µs 📉 -28.2%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.882µs (SLO: <20.000µs 📉 -50.6%) vs baseline: -0.2%

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

✅ medium_valid_headers_all

Time: ✅ 11.221µs (SLO: <20.000µs 📉 -43.9%) vs baseline: -0.3%

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

✅ none_propagation_style

Time: ✅ 1.692µs (SLO: <10.000µs 📉 -83.1%) vs baseline: -0.4%

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

✅ tracecontext_headers

Time: ✅ 35.858µs (SLO: <40.000µs 📉 -10.4%) vs baseline: +4.5%

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

✅ valid_headers_all

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.5%

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

✅ valid_headers_basic

Time: ✅ 6.293µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +2.8%

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

✅ wsgi_empty_headers

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.6%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.587µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.5%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.584µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.5%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.613µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.8%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.720µs (SLO: <10.000µs 📉 -32.8%) vs baseline: +2.5%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.963µs (SLO: <40.000µs 📉 -27.6%) vs baseline: +0.5%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.905µs (SLO: <40.000µs 📉 -25.2%) vs baseline: ~same

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.126µs (SLO: <20.000µs 📉 -49.4%) vs baseline: ~same

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.547µs (SLO: <20.000µs 📉 -42.3%) vs baseline: +0.3%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.597µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.7%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.169µs (SLO: <10.000µs 📉 -38.3%) vs baseline: +1.2%

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

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.702µs (SLO: <30.000µs 📉 -27.7%) vs baseline: -1.4%

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

✅ with_all

Time: ✅ 28.977µs (SLO: <40.000µs 📉 -27.6%) vs baseline: -0.3%

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

✅ with_dd_origin

Time: ✅ 25.428µs (SLO: <30.000µs 📉 -15.2%) vs baseline: -0.5%

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

✅ with_priority_and_origin

Time: ✅ 24.919µs (SLO: <40.000µs 📉 -37.7%) vs baseline: +0.4%

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

✅ with_sampling_priority

Time: ✅ 22.019µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +1.7%

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

✅ with_tags

Time: ✅ 27.108µs (SLO: <40.000µs 📉 -32.2%) vs baseline: -0.6%

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

✅ with_tags_invalid

Time: ✅ 28.460µs (SLO: <40.000µs 📉 -28.8%) vs baseline: -0.3%

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

✅ with_tags_max_size

Time: ✅ 27.409µs (SLO: <40.000µs 📉 -31.5%) vs baseline: -0.9%

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

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.200µs (SLO: <40.000µs 📉 -19.5%) vs baseline: +1.0%

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

✅ re_expand_noaspect

Time: ✅ 28.756µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.4%

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

✅ re_findall_aspect

Time: ✅ 2.934µs (SLO: <10.000µs 📉 -70.7%) vs baseline: +1.3%

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

✅ re_findall_noaspect

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

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

✅ re_finditer_aspect

Time: ✅ 4.653µs (SLO: <10.000µs 📉 -53.5%) vs baseline: +3.0%

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

✅ re_finditer_noaspect

Time: ✅ 1.409µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.8%

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

✅ re_fullmatch_aspect

Time: ✅ 2.707µs (SLO: <10.000µs 📉 -72.9%) vs baseline: -2.5%

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

✅ re_fullmatch_noaspect

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

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

✅ re_group_aspect

Time: ✅ 2.995µs (SLO: <10.000µs 📉 -70.0%) vs baseline: +0.4%

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

✅ re_group_noaspect

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.9%

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

✅ re_groups_aspect

Time: ✅ 3.136µs (SLO: <10.000µs 📉 -68.6%) vs baseline: -0.4%

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

✅ re_groups_noaspect

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

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

✅ re_match_aspect

Time: ✅ 2.748µs (SLO: <10.000µs 📉 -72.5%) vs baseline: -3.0%

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

✅ re_match_noaspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.6%

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

✅ re_search_aspect

Time: ✅ 2.801µs (SLO: <10.000µs 📉 -72.0%) vs baseline: +7.7%

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

✅ re_search_noaspect

Time: ✅ 1.195µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -0.4%

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

✅ re_sub_aspect

Time: ✅ 3.455µs (SLO: <10.000µs 📉 -65.4%) vs baseline: +0.3%

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

✅ re_sub_noaspect

Time: ✅ 1.576µs (SLO: <10.000µs 📉 -84.2%) vs baseline: +3.8%

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

✅ re_subn_aspect

Time: ✅ 3.944µs (SLO: <10.000µs 📉 -60.6%) vs baseline: +7.6%

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

✅ re_subn_noaspect

Time: ✅ 1.621µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.5%

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

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.408µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.5%

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

✅ add_inplace_aspect

Time: ✅ 0.410µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.6%

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

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.1%

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

✅ add_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.6%

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

✅ bytearray_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +0.5%

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

✅ bytearray_extend_aspect

Time: ✅ 1.478µs (SLO: <10.000µs 📉 -85.2%) vs baseline: +2.8%

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

✅ bytearray_extend_noaspect

Time: ✅ 0.614µs (SLO: <10.000µs 📉 -93.9%) vs baseline: ~same

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

✅ bytearray_noaspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.9%

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

✅ bytes_aspect

Time: ✅ 1.311µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.8%

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

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.9%

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

✅ bytesio_aspect

Time: ✅ 1.373µs (SLO: <10.000µs 📉 -86.3%) vs baseline: +2.0%

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

✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.9%

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

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.7%

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

✅ capitalize_noaspect

Time: ✅ 0.437µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.5%

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

✅ casefold_aspect

Time: ✅ 0.735µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.9%

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

✅ casefold_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.6%

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

✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.1%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

✅ decode_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.4%

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

✅ encode_aspect

Time: ✅ 0.712µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.2%

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

✅ encode_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: ~same

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ format_aspect

Time: ✅ 3.473µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +1.3%

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

✅ format_map_aspect

Time: ✅ 3.635µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -0.6%

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

✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.1%

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

✅ format_noaspect

Time: ✅ 0.591µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.0%

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

✅ index_aspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.2%

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

✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.2%

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

✅ join_aspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -3.1%

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

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

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

✅ ljust_aspect

Time: ✅ 2.606µs (SLO: <20.000µs 📉 -87.0%) vs baseline: ~same

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

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.8%

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

✅ lower_aspect

Time: ✅ 2.253µs (SLO: <10.000µs 📉 -77.5%) vs baseline: +1.5%

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

✅ lower_noaspect

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

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

✅ lstrip_aspect

Time: ✅ 2.229µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -1.8%

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

✅ lstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.7%

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

✅ modulo_aspect

Time: ✅ 0.990µs (SLO: <10.000µs 📉 -90.1%) vs baseline: -1.8%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.5%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.540µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.6%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.981µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.7%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.245µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +4.5%

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

✅ modulo_noaspect

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.4%

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

✅ replace_aspect

Time: ✅ 5.026µs (SLO: <10.000µs 📉 -49.7%) vs baseline: +2.9%

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

✅ replace_noaspect

Time: ✅ 0.465µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +1.6%

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

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.6%

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

✅ repr_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.3%

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

✅ rstrip_aspect

Time: ✅ 1.922µs (SLO: <20.000µs 📉 -90.4%) vs baseline: -2.2%

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

✅ rstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.1%

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

✅ slice_aspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.2%

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

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.9%

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

✅ stringio_aspect

Time: ✅ 1.575µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +1.5%

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

✅ stringio_noaspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -1.0%

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

✅ strip_aspect

Time: ✅ 2.214µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -2.0%

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

✅ strip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.1%

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

✅ swapcase_aspect

Time: ✅ 2.476µs (SLO: <10.000µs 📉 -75.2%) vs baseline: +1.9%

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

✅ swapcase_noaspect

Time: ✅ 0.534µs (SLO: <10.000µs 📉 -94.7%) vs baseline: -0.6%

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

✅ title_aspect

Time: ✅ 2.378µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.4%

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

✅ title_noaspect

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

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

✅ translate_aspect

Time: ✅ 3.276µs (SLO: <10.000µs 📉 -67.2%) vs baseline: +1.6%

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

✅ translate_noaspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.4%

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

✅ upper_aspect

Time: ✅ 2.263µs (SLO: <10.000µs 📉 -77.4%) vs baseline: +2.6%

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

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.2%

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

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.207µs (SLO: <10.000µs 📉 -57.9%) vs baseline: -3.8%

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

✅ ospathbasename_noaspect

Time: ✅ 1.082µs (SLO: <10.000µs 📉 -89.2%) vs baseline: ~same

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

✅ ospathjoin_aspect

Time: ✅ 6.175µs (SLO: <10.000µs 📉 -38.3%) vs baseline: +0.9%

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

✅ ospathjoin_noaspect

Time: ✅ 2.281µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -1.0%

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

✅ ospathnormcase_aspect

Time: ✅ 3.467µs (SLO: <10.000µs 📉 -65.3%) vs baseline: -0.7%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

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

✅ ospathsplit_aspect

Time: ✅ 4.745µs (SLO: <10.000µs 📉 -52.6%) vs baseline: -3.9%

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

✅ ospathsplit_noaspect

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.2%

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

✅ ospathsplitdrive_aspect

Time: ✅ 3.703µs (SLO: <10.000µs 📉 -63.0%) vs baseline: -0.6%

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

✅ ospathsplitdrive_noaspect

Time: ✅ 0.695µs (SLO: <10.000µs 📉 -93.1%) vs baseline: -1.3%

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

✅ ospathsplitext_aspect

Time: ✅ 4.533µs (SLO: <10.000µs 📉 -54.7%) vs baseline: -1.1%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.375µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.4%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.403µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -5.2%

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

✅ rsplit_noaspect

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

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

✅ split_aspect

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -4.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +5.1%

✅ split_noaspect

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.2%

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

✅ splitlines_aspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -2.6%

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

✅ splitlines_noaspect

Time: ✅ 0.590µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.2%

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

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.181µs (SLO: <60.000µs 📉 -18.0%) vs baseline: -1.0%

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

✅ propagation_enabled

Time: ✅ 177.507µs (SLO: <190.000µs -6.6%) vs baseline: +4.6%

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

✅ propagation_enabled_100

Time: ✅ 1.892ms (SLO: <2.300ms 📉 -17.7%) vs baseline: -0.2%

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

✅ propagation_enabled_1000

Time: ✅ 32.682ms (SLO: <34.550ms -5.4%) vs baseline: +0.7%

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

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.272ms (SLO: <42.000ms -4.1%) vs baseline: -0.3%

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

✅ add-link

Time: ✅ 36.873ms (SLO: <38.550ms -4.4%) vs baseline: +1.1%

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

✅ add-metrics

Time: ✅ 221.997ms (SLO: <232.000ms -4.3%) vs baseline: +1.5%

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

✅ add-tags

Time: ✅ 210.181ms (SLO: <221.600ms -5.2%) vs baseline: -0.4%

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

✅ get-context

Time: ✅ 29.156ms (SLO: <31.300ms -6.8%) vs baseline: +0.7%

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

✅ is-recording

Time: ✅ 29.147ms (SLO: <31.000ms -6.0%) vs baseline: +0.2%

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

✅ record-exception

Time: ✅ 63.386ms (SLO: <65.850ms -3.7%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <39.000MB 📉 -11.0%) vs baseline: +5.7%

✅ set-status

Time: ✅ 32.503ms (SLO: <34.150ms -4.8%) vs baseline: +2.1%

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

✅ start

Time: ✅ 28.912ms (SLO: <30.150ms -4.1%) vs baseline: +0.5%

Memory: ✅ 34.446MB (SLO: <39.000MB 📉 -11.7%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 34.392ms (SLO: <35.350ms -2.7%) vs baseline: +1.4%

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

✅ start-finish-telemetry

Time: ✅ 33.854ms (SLO: <35.450ms -4.5%) vs baseline: -0.2%

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

✅ update-name

Time: ✅ 31.017ms (SLO: <33.400ms -7.1%) vs baseline: -0.7%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.446ms (SLO: <354.300ms -3.3%) vs baseline: -0.1%

Memory: ✅ 38.727MB (SLO: <40.000MB -3.2%) vs baseline: +4.2%

✅ cache_on

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

Memory: ✅ 37.088MB (SLO: <39.000MB -4.9%) vs baseline: +4.5%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.988µs (SLO: <170.000µs -8.8%) vs baseline: -0.5%

Memory: ✅ 37.045MB (SLO: <38.500MB -3.8%) vs baseline: +5.9%

✅ import_many_cached

Time: ✅ 120.399µs (SLO: <130.000µs -7.4%) vs baseline: -1.1%

Memory: ✅ 37.104MB (SLO: <38.500MB -3.6%) vs baseline: +6.0%

✅ import_many_stdlib

Time: ✅ 1.640ms (SLO: <1.750ms -6.3%) vs baseline: ~same

Memory: ✅ 37.105MB (SLO: <38.500MB -3.6%) vs baseline: +5.5%

✅ import_many_stdlib_cached

Time: ✅ 0.978ms (SLO: <1.100ms 📉 -11.1%) vs baseline: -0.7%

Memory: ✅ 37.085MB (SLO: <38.500MB -3.7%) vs baseline: +5.5%

✅ import_many_unknown

Time: ✅ 825.374µs (SLO: <890.000µs -7.3%) vs baseline: -0.4%

Memory: ✅ 37.150MB (SLO: <38.500MB -3.5%) vs baseline: +6.0%

✅ import_many_unknown_cached

Time: ✅ 792.063µs (SLO: <870.000µs -9.0%) vs baseline: -0.4%

Memory: ✅ 37.250MB (SLO: <38.500MB -3.2%) vs baseline: +5.7%

✅ import_one

Time: ✅ 19.816µs (SLO: <30.000µs 📉 -33.9%) vs baseline: +0.7%

Memory: ✅ 36.986MB (SLO: <39.000MB -5.2%) vs baseline: +5.6%

✅ import_one_cache

Time: ✅ 6.287µs (SLO: <10.000µs 📉 -37.1%) vs baseline: -0.3%

Memory: ✅ 37.100MB (SLO: <38.500MB -3.6%) vs baseline: +6.2%

✅ import_one_stdlib

Time: ✅ 19.074µs (SLO: <20.000µs -4.6%) vs baseline: +2.2%

Memory: ✅ 37.037MB (SLO: <38.500MB -3.8%) vs baseline: +6.1%

✅ import_one_stdlib_cache

Time: ✅ 6.326µs (SLO: <10.000µs 📉 -36.7%) vs baseline: +0.4%

Memory: ✅ 37.068MB (SLO: <38.500MB -3.7%) vs baseline: +6.1%

✅ import_one_unknown

Time: ✅ 45.616µs (SLO: <50.000µs -8.8%) vs baseline: +0.5%

Memory: ✅ 37.057MB (SLO: <38.500MB -3.7%) vs baseline: +5.9%

✅ import_one_unknown_cache

Time: ✅ 6.350µs (SLO: <10.000µs 📉 -36.5%) vs baseline: +0.3%

Memory: ✅ 36.989MB (SLO: <38.500MB -3.9%) vs baseline: +5.8%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.1%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.441µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +1.0%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +5.1%

✅ long_window

Time: ✅ 2.390µs (SLO: <10.000µs 📉 -76.1%) vs baseline: +1.4%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.392µs (SLO: <10.000µs 📉 -76.1%) vs baseline: +1.3%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.6%

✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -1.3%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +5.0%

✅ short_window

Time: ✅ 2.519µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +1.0%

Memory: ✅ 31.811MB (SLO: <34.000MB -6.4%) vs baseline: +4.9%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.426ms (SLO: <320.950ms -3.6%) vs baseline: ~same

Memory: ✅ 32.814MB (SLO: <34.500MB -4.9%) vs baseline: +4.4%

✅ deep-profiled

Time: ✅ 326.848ms (SLO: <359.150ms -9.0%) vs baseline: -0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +9.9%

✅ medium

Time: ✅ 7.049ms (SLO: <7.400ms -4.7%) vs baseline: -0.3%

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

✅ shallow

Time: ✅ 0.956ms (SLO: <1.050ms -9.0%) vs baseline: +0.1%

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

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.396µs (SLO: <290.000µs 📉 -48.8%) vs baseline: +0.2%

Memory: ✅ 32.165MB (SLO: <34.000MB -5.4%) vs baseline: +5.3%

✅ high_match

Time: ✅ 196.335µs (SLO: <480.000µs 📉 -59.1%) vs baseline: -0.1%

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

✅ low_match

Time: ✅ 99.405µs (SLO: <120.000µs 📉 -17.2%) vs baseline: -0.4%

Memory: ✅ 632.736MB (SLO: <700.000MB -9.6%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.899ms (SLO: <8.500ms 📉 -65.9%) vs baseline: +0.5%

Memory: ✅ 70.242MB (SLO: <75.000MB -6.3%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.488µs (SLO: <20.000µs 📉 -47.6%) vs baseline: -1.0%

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

✅ all-enabled

Time: ✅ 39.869µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.2%

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

✅ collectipvariant_exists

Time: ✅ 40.270µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.8%

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

✅ no-collectipvariant

Time: ✅ 39.828µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.6%

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

✅ no-useragentvariant

Time: ✅ 38.458µs (SLO: <50.000µs 📉 -23.1%) vs baseline: -1.0%

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

✅ obfuscation-no-query

Time: ✅ 40.229µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.5%

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

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.732µs (SLO: <90.000µs 📉 -15.9%) vs baseline: +0.2%

Memory: ✅ 32.971MB (SLO: <34.000MB -3.0%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.534µs (SLO: <90.000µs 📉 -15.0%) vs baseline: +0.2%

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.806µs (SLO: <170.000µs -9.5%) vs baseline: +0.2%

Memory: ✅ 32.912MB (SLO: <34.500MB -4.6%) vs baseline: +4.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.502µs (SLO: <160.000µs -7.2%) vs baseline: +0.3%

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.696µs (SLO: <170.000µs -9.0%) vs baseline: +0.3%

Memory: ✅ 32.971MB (SLO: <34.500MB -4.4%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.186µs (SLO: <50.000µs 📉 -21.6%) vs baseline: -0.8%

Memory: ✅ 32.617MB (SLO: <34.000MB -4.1%) vs baseline: +5.3%

✅ useragentvariant_exists_2

Time: ✅ 40.367µs (SLO: <50.000µs 📉 -19.3%) vs baseline: -0.5%

Memory: ✅ 32.637MB (SLO: <34.000MB -4.0%) vs baseline: +5.0%

✅ useragentvariant_exists_3

Time: ✅ 39.730µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.5%

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

✅ useragentvariant_not_exists_1

Time: ✅ 39.086µs (SLO: <50.000µs 📉 -21.8%) vs baseline: -0.7%

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

✅ useragentvariant_not_exists_2

Time: ✅ 39.020µs (SLO: <50.000µs 📉 -22.0%) vs baseline: -0.5%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 24.218ms (SLO: <26.200ms -7.6%) vs baseline: -0.1%

Memory: ✅ 51.637MB (SLO: <53.000MB -2.6%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 93.504ms (SLO: <98.350ms -4.9%) vs baseline: +1.2%

Memory: ✅ 605.643MB (SLO: <961.000MB 📉 -37.0%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 150.736ms (SLO: <168.550ms 📉 -10.6%) vs baseline: +0.2%

Memory: ✅ 605.867MB (SLO: <962.500MB 📉 -37.1%) vs baseline: +4.5%

✅ get-context

Time: ✅ 22.483ms (SLO: <23.700ms -5.1%) vs baseline: +0.5%

Memory: ✅ 50.556MB (SLO: <53.000MB -4.6%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 22.746ms (SLO: <23.900ms -4.8%) vs baseline: +0.4%

Memory: ✅ 50.553MB (SLO: <53.000MB -4.6%) vs baseline: +5.3%

✅ record-exception

Time: ✅ 42.442ms (SLO: <44.500ms -4.6%) vs baseline: ~same

Memory: ✅ 43.431MB (SLO: <53.000MB 📉 -18.1%) vs baseline: +5.0%

✅ set-status

Time: ✅ 24.301ms (SLO: <26.000ms -6.5%) vs baseline: -0.7%

Memory: ✅ 50.530MB (SLO: <53.000MB -4.7%) vs baseline: +4.9%

✅ start

Time: ✅ 22.247ms (SLO: <23.500ms -5.3%) vs baseline: ~same

Memory: ✅ 50.437MB (SLO: <53.000MB -4.8%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 52.025ms (SLO: <55.500ms -6.3%) vs baseline: -0.4%

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

✅ start-finish-telemetry

Time: ✅ 53.422ms (SLO: <58.300ms -8.4%) vs baseline: -0.2%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.5%

✅ start-finish-traceid128

Time: ✅ 55.379ms (SLO: <60.050ms -7.8%) vs baseline: -0.8%

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

✅ start-traceid128

Time: ✅ 23.154ms (SLO: <24.600ms -5.9%) vs baseline: +2.2%

Memory: ✅ 50.569MB (SLO: <53.000MB -4.6%) vs baseline: +5.2%

✅ update-name

Time: ✅ 23.081ms (SLO: <24.100ms -4.2%) vs baseline: -1.3%

Memory: ✅ 51.168MB (SLO: <53.000MB -3.5%) vs baseline: +5.0%

✅ tracer - 6/6

✅ large

Time: ✅ 30.206ms (SLO: <32.950ms -8.3%) vs baseline: -0.6%

Memory: ✅ 33.246MB (SLO: <34.500MB -3.6%) vs baseline: +4.8%

✅ medium

Time: ✅ 2.953ms (SLO: <3.200ms -7.7%) vs baseline: -0.7%

Memory: ✅ 31.693MB (SLO: <34.000MB -6.8%) vs baseline: +3.7%

✅ small

Time: ✅ 334.630µs (SLO: <370.000µs -9.6%) vs baseline: -0.6%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +3.8%

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

yshapiro-57

I think this is excellent and exactly on target. My only nit is that I can't seem to find the trace from your test plan in staging, can you please add a link to that trace to the PR description?

add metadata tags and entrypoint to root span

c11a4d3

imran-at-datadog requested review from tomshen, dubloom and yshapiro-57 September 26, 2025 06:19

imran-at-datadog requested a review from a team as a code owner September 26, 2025 06:19

style

8410538

style

c15b17d

imran-at-datadog changed the title ~~[WIP] Add metadata and entrypoint to Ray job root span~~ [WIP] chore(ray): add metadata and entrypoint to ray job root span Sep 26, 2025

imran-at-datadog added the changelog/no-changelog A changelog entry is not required for this PR. label Sep 26, 2025

bug fix and add unit tests

d7e526c

yshapiro-57 approved these changes Sep 26, 2025

View reviewed changes

fix json_to_dot_notation and clean up

7ef705e

imran-at-datadog changed the title ~~[WIP] chore(ray): add metadata and entrypoint to ray job root span~~ chore(ray): add metadata and entrypoint to ray job root span Sep 29, 2025

fix json_to_dot_paths refactor

b02bee6

chore(ray): add metadata and entrypoint to ray job root span #14715

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chore(ray): add metadata and entrypoint to ray job root span #14715

Conversation

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Description

Testing

Risks

Additional Notes

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

✅ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ 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

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

✅ tracer

✅ tracer-native

✅ 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

imran-at-datadog commented Sep 26, 2025 •

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