chore(llmobs): send record metadata with experiment spans & make experiment spans i/o searchable #15545

gary-huang · 2025-12-07T12:15:50Z

Description

send metadata from dataset records to corresponding experiment spans
do not stringify experiment span I/O so they can be parsed as objects and thereby searchable in the product

Testing

Experiment spans now have the corresponding record metadata attached
Before

All experiments fields that need to be searchable if user has an object for the column are now searchable
with this query on the internal search tool we can see there are 5 spans that match
@event_type:span experiment_id:4d07e9bf-1e6a-455e-8b13-814fcab6f8f7 @meta.input.question:"Which city serves as the capital of Canada?"
which matches this experiment, there are 5 spans with the input that is keyed as the question above and they are not stringified and parsed properly

the internal search tool will also show the input fields are not stringified like before (try looking at the i/o from experiment 8faea4c4-abcc-4cc2-9cfe-8e755d9e5445 for example)

Risks

Additional Notes

github-actions · 2025-12-07T12:16:31Z

CODEOWNERS have been resolved as:

releasenotes/notes/llmobs-dne-experiments-fields-json-metadata-on-spans-53d679fd8e6ab202.yaml  @DataDog/apm-python
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_0969efc9-f104-45cc-b955-25b329e91293_batch_update_post_8be41af9.yaml  @DataDog/ml-observability
ddtrace/llmobs/_constants.py                                            @DataDog/ml-observability
ddtrace/llmobs/_experiment.py                                           @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
tests/llmobs/test_experiments.py                                        @DataDog/ml-observability

github-actions · 2025-12-07T12:49:16Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 248 ± 3 ms.

The average import time from base is: 249 ± 3 ms.

The import time difference between this PR and base is: -0.7 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.470 ms (0.99%)

ddtrace 1.331 ms (0.54%)

ddtrace._logger 0.656 ms (0.26%)

ddtrace.internal.telemetry 0.656 ms (0.26%)

ddtrace.internal.telemetry.writer 0.656 ms (0.26%)

ddtrace.internal.utils.version 0.656 ms (0.26%)

ddtrace.version 0.656 ms (0.26%)

ddtrace.internal._unpatched 0.028 ms (0.01%)

json 0.028 ms (0.01%)

json.decoder 0.028 ms (0.01%)

re 0.028 ms (0.01%)

enum 0.028 ms (0.01%)

types 0.028 ms (0.01%)

ddtrace.bootstrap.sitecustomize 1.139 ms (0.46%)

ddtrace.bootstrap.preload 1.139 ms (0.46%)

ddtrace.internal.remoteconfig.client 0.600 ms (0.24%)

pr-commenter · 2025-12-07T13:00:08Z

Performance SLOs

Comparing candidate gary/mlob-4708 (e7b6a2d) with baseline main (d323b6a)

❌ Test Failures (1 suite)

❌ telemetryaddmetric - 29/30

✅ 1-count-metric-1-times

Time: ✅ 3.429µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +13.7%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ 1-count-metrics-100-times

Time: ✅ 199.829µs (SLO: <220.000µs -9.2%) vs baseline: -0.9%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ 1-distribution-metric-1-times

Time: ✅ 3.273µs (SLO: <20.000µs 📉 -83.6%) vs baseline: -2.2%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.5%

✅ 1-distribution-metrics-100-times

Time: ✅ 216.240µs (SLO: <230.000µs -6.0%) vs baseline: -0.8%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.151µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -5.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.069µs (SLO: <150.000µs -9.3%) vs baseline: -0.7%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ 1-rate-metric-1-times

Time: ✅ 3.073µs (SLO: <20.000µs 📉 -84.6%) vs baseline: -3.1%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ 1-rate-metrics-100-times

Time: ✅ 213.851µs (SLO: <250.000µs 📉 -14.5%) vs baseline: -0.9%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 20.390ms (SLO: <22.000ms -7.3%) vs baseline: -1.1%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.8%

❌ 100-distribution-metrics-100-times

Time: ❌ 2.310ms (SLO: <2.300ms +0.4%) vs baseline: +1.4%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +3.5%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.409ms (SLO: <1.550ms -9.1%) vs baseline: +0.1%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.232ms (SLO: <2.550ms 📉 -12.5%) vs baseline: ~same

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.7%

✅ flush-1-metric

Time: ✅ 4.664µs (SLO: <20.000µs 📉 -76.7%) vs baseline: +2.0%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 175.029µs (SLO: <250.000µs 📉 -30.0%) vs baseline: +0.2%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.2%

✅ flush-1000-metrics

Time: ✅ 2.180ms (SLO: <2.500ms 📉 -12.8%) vs baseline: -1.5%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.7%

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.215µs (SLO: <10.000µs 📉 -47.9%) vs baseline: 📈 +26.0%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.3%

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.8%

Memory: ✅ 40.049MB (SLO: <41.000MB -2.3%) vs baseline: +4.4%

✅ ospathjoin_aspect

Time: ✅ 6.138µs (SLO: <10.000µs 📉 -38.6%) vs baseline: -0.6%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.293µs (SLO: <10.000µs 📉 -77.1%) vs baseline: -0.7%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +5.1%

✅ ospathnormcase_aspect

Time: ✅ 3.399µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -1.7%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.8%

✅ ospathnormcase_noaspect

Time: ✅ 0.565µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -0.9%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ ospathsplit_aspect

Time: ✅ 4.738µs (SLO: <10.000µs 📉 -52.6%) vs baseline: -0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

✅ ospathsplit_noaspect

Time: ✅ 1.589µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.1%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.1%

✅ ospathsplitdrive_aspect

Time: ✅ 3.613µs (SLO: <10.000µs 📉 -63.9%) vs baseline: -0.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.2%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.3%

Memory: ✅ 40.049MB (SLO: <41.000MB -2.3%) vs baseline: +4.0%

✅ ospathsplitext_aspect

Time: ✅ 4.484µs (SLO: <10.000µs 📉 -55.2%) vs baseline: -0.3%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 1.391µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.8%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

🟡 Near SLO Breach (18 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.240µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -0.4%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ context_with_data_no_listeners

Time: ✅ 3.294µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.6%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.0%

✅ get_item_missing

Time: ✅ 0.639µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ set_item

Time: ✅ 24.039µs (SLO: <30.000µs 📉 -19.9%) vs baseline: -0.4%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.625ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.1%

Memory: ✅ 68.164MB (SLO: <70.500MB -3.3%) vs baseline: +4.7%

✅ exception-replay-enabled

Time: ✅ 1.364ms (SLO: <1.450ms -5.9%) vs baseline: -0.7%

Memory: ✅ 66.260MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ iast

Time: ✅ 19.632ms (SLO: <22.250ms 📉 -11.8%) vs baseline: +0.4%

Memory: ✅ 68.243MB (SLO: <70.000MB -2.5%) vs baseline: +5.0%

✅ profiler

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

Memory: ✅ 56.414MB (SLO: <57.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ resource-renaming

Time: ✅ 19.522ms (SLO: <21.750ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 68.302MB (SLO: <70.500MB -3.1%) vs baseline: +5.2%

✅ span-code-origin

Time: ✅ 19.972ms (SLO: <28.200ms 📉 -29.2%) vs baseline: 📉 -13.9%

Memory: ✅ 68.101MB (SLO: <71.000MB -4.1%) vs baseline: +3.1%

✅ tracer

Time: ✅ 19.619ms (SLO: <21.750ms -9.8%) vs baseline: +0.3%

Memory: ✅ 68.243MB (SLO: <70.000MB -2.5%) vs baseline: +5.0%

✅ tracer-and-profiler

Time: ✅ 21.703ms (SLO: <23.500ms -7.6%) vs baseline: +2.1%

Memory: ✅ 69.285MB (SLO: <71.000MB -2.4%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.611ms (SLO: <21.500ms -8.8%) vs baseline: -0.2%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.774ms (SLO: <17.500ms -4.1%) vs baseline: +0.2%

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.593ms (SLO: <21.750ms -9.9%) vs baseline: +0.8%

Memory: ✅ 68.262MB (SLO: <72.500MB -5.8%) vs baseline: +5.0%

✅ tracer-no-caches

Time: ✅ 17.647ms (SLO: <19.650ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 67.928MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 19.161ms (SLO: <20.100ms -4.7%) vs baseline: +0.4%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.358ms (SLO: <21.500ms -10.0%) vs baseline: -0.1%

Memory: ✅ 67.928MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.532ms (SLO: <22.000ms 📉 -11.2%) vs baseline: +0.8%

Memory: ✅ 68.178MB (SLO: <70.500MB -3.3%) vs baseline: +5.2%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.319ms (SLO: <19.850ms 📉 -17.8%) vs baseline: +0.3%

Memory: ✅ 69.816MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 16.344ms (SLO: <19.400ms 📉 -15.8%) vs baseline: +0.6%

Memory: ✅ 69.835MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 16.362ms (SLO: <19.450ms 📉 -15.9%) vs baseline: +0.4%

Memory: ✅ 69.855MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +5.0%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.067ms (SLO: <2.300ms 📉 -10.1%) vs baseline: +0.2%

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +5.6%

✅ errortracking-enabled-user

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

Memory: ✅ 55.797MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +5.6%

✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.300ms 📉 -10.1%) vs baseline: +0.4%

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +5.5%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.391ms (SLO: <4.750ms 📉 -28.6%) vs baseline: ~same

Memory: ✅ 55.526MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 2.855ms (SLO: <6.750ms 📉 -57.7%) vs baseline: -0.1%

Memory: ✅ 55.625MB (SLO: <66.500MB 📉 -16.4%) vs baseline: +4.4%

✅ appsec-telemetry

Time: ✅ 3.398ms (SLO: <4.750ms 📉 -28.5%) vs baseline: +1.1%

Memory: ✅ 55.525MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: -0.2%

Memory: ✅ 47.879MB (SLO: <49.500MB -3.3%) vs baseline: +4.7%

✅ iast-get

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: -0.1%

Memory: ✅ 44.636MB (SLO: <49.000MB -8.9%) vs baseline: +4.4%

✅ profiler

Time: ✅ 1.909ms (SLO: <2.100ms -9.1%) vs baseline: ~same

Memory: ✅ 48.843MB (SLO: <50.000MB -2.3%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.355ms (SLO: <3.650ms -8.1%) vs baseline: +0.1%

Memory: ✅ 55.466MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.365ms (SLO: <3.650ms -7.8%) vs baseline: -0.1%

Memory: ✅ 55.488MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: ~same

Memory: ✅ 55.487MB (SLO: <60.000MB -7.5%) vs baseline: +5.1%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.057ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.5%

Memory: ✅ 55.699MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +5.5%

✅ iast-enabled

Time: ✅ 2.063ms (SLO: <2.800ms 📉 -26.3%) vs baseline: ~same

Memory: ✅ 55.797MB (SLO: <62.500MB 📉 -10.7%) vs baseline: +5.6%

✅ tracer-enabled

Time: ✅ 2.055ms (SLO: <2.250ms -8.7%) vs baseline: -0.2%

Memory: ✅ 55.679MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +5.3%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.596µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +1.1%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.3%

✅ b3_headers

Time: ✅ 14.194µs (SLO: <20.000µs 📉 -29.0%) vs baseline: +0.5%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ b3_single_headers

Time: ✅ 13.309µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.076µs (SLO: <80.000µs 📉 -19.9%) vs baseline: +0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.231µs (SLO: <80.000µs 📉 -17.2%) vs baseline: ~same

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ empty_headers

Time: ✅ 1.645µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +3.1%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ full_t_id_datadog_headers

Time: ✅ 22.447µs (SLO: <30.000µs 📉 -25.2%) vs baseline: +0.7%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ invalid_priority_header

Time: ✅ 6.522µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.5%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ invalid_span_id_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ invalid_tags_header

Time: ✅ 6.565µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ invalid_trace_id_header

Time: ✅ 6.522µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.5%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ large_header_no_matches

Time: ✅ 27.576µs (SLO: <30.000µs -8.1%) vs baseline: +0.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ large_valid_headers_all

Time: ✅ 28.568µs (SLO: <40.000µs 📉 -28.6%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ medium_header_no_matches

Time: ✅ 9.805µs (SLO: <20.000µs 📉 -51.0%) vs baseline: -0.6%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ medium_valid_headers_all

Time: ✅ 11.272µs (SLO: <20.000µs 📉 -43.6%) vs baseline: +0.2%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

✅ none_propagation_style

Time: ✅ 1.744µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +2.0%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.4%

✅ tracecontext_headers

Time: ✅ 34.920µs (SLO: <40.000µs 📉 -12.7%) vs baseline: +0.4%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ valid_headers_all

Time: ✅ 6.506µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.1%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.8%

✅ valid_headers_basic

Time: ✅ 6.108µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.4%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ wsgi_empty_headers

Time: ✅ 1.623µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_invalid_priority_header

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.619µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

✅ wsgi_invalid_tags_header

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.651µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +1.2%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

✅ wsgi_large_header_no_matches

Time: ✅ 28.656µs (SLO: <40.000µs 📉 -28.4%) vs baseline: -0.6%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.844µs (SLO: <40.000µs 📉 -25.4%) vs baseline: -0.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.092µs (SLO: <20.000µs 📉 -49.5%) vs baseline: -1.8%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.534µs (SLO: <20.000µs 📉 -42.3%) vs baseline: -0.5%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ wsgi_valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.1%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ wsgi_valid_headers_basic

Time: ✅ 6.083µs (SLO: <10.000µs 📉 -39.2%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.189µs (SLO: <30.000µs 📉 -26.0%) vs baseline: +4.9%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ with_all

Time: ✅ 27.911µs (SLO: <40.000µs 📉 -30.2%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ with_dd_origin

Time: ✅ 24.931µs (SLO: <30.000µs 📉 -16.9%) vs baseline: +0.7%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ with_priority_and_origin

Time: ✅ 24.387µs (SLO: <40.000µs 📉 -39.0%) vs baseline: -0.4%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.3%

✅ with_sampling_priority

Time: ✅ 21.301µs (SLO: <30.000µs 📉 -29.0%) vs baseline: -0.5%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ with_tags

Time: ✅ 26.051µs (SLO: <40.000µs 📉 -34.9%) vs baseline: -0.6%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

✅ with_tags_invalid

Time: ✅ 27.596µs (SLO: <40.000µs 📉 -31.0%) vs baseline: -0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 26.488µs (SLO: <40.000µs 📉 -33.8%) vs baseline: -1.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.4%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.899µs (SLO: <40.000µs 📉 -15.3%) vs baseline: +6.2%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_expand_noaspect

Time: ✅ 28.492µs (SLO: <40.000µs 📉 -28.8%) vs baseline: -0.6%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.4%

✅ re_findall_aspect

Time: ✅ 2.910µs (SLO: <10.000µs 📉 -70.9%) vs baseline: ~same

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +4.5%

✅ re_findall_noaspect

Time: ✅ 1.436µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +1.5%

Memory: ✅ 40.364MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ re_finditer_aspect

Time: ✅ 4.430µs (SLO: <10.000µs 📉 -55.7%) vs baseline: -0.9%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ re_finditer_noaspect

Time: ✅ 1.396µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.5%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.6%

✅ re_fullmatch_aspect

Time: ✅ 2.688µs (SLO: <10.000µs 📉 -73.1%) vs baseline: +0.2%

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ re_fullmatch_noaspect

Time: ✅ 1.342µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +0.9%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.1%

✅ re_group_aspect

Time: ✅ 3.008µs (SLO: <10.000µs 📉 -69.9%) vs baseline: +0.8%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ re_group_noaspect

Time: ✅ 1.633µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +0.6%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 3.121µs (SLO: <10.000µs 📉 -68.8%) vs baseline: -0.3%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 1.704µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -1.6%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 2.780µs (SLO: <10.000µs 📉 -72.2%) vs baseline: +1.5%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.9%

✅ re_match_noaspect

Time: ✅ 1.322µs (SLO: <10.000µs 📉 -86.8%) vs baseline: ~same

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.5%

✅ re_search_aspect

Time: ✅ 2.553µs (SLO: <10.000µs 📉 -74.5%) vs baseline: -1.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.201µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.4%

✅ re_sub_aspect

Time: ✅ 3.519µs (SLO: <10.000µs 📉 -64.8%) vs baseline: +2.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_sub_noaspect

Time: ✅ 1.536µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.691µs (SLO: <10.000µs 📉 -63.1%) vs baseline: ~same

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

✅ re_subn_noaspect

Time: ✅ 1.599µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.1%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.566µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +9.2%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ rsplit_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.6%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ split_aspect

Time: ✅ 1.441µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +3.3%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ split_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.2%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.2%

✅ splitlines_aspect

Time: ✅ 1.422µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.4%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +5.0%

✅ splitlines_noaspect

Time: ✅ 0.588µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +1.2%

Memory: ✅ 40.049MB (SLO: <41.000MB -2.3%) vs baseline: +4.1%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.548ms (SLO: <47.150ms 📉 -16.1%) vs baseline: ~same

Memory: ✅ 39.460MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 262.071ms (SLO: <344.800ms 📉 -24.0%) vs baseline: +1.2%

Memory: ✅ 43.785MB (SLO: <47.500MB -7.8%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 319.676ms (SLO: <321.000ms 🟡 -0.4%) vs baseline: +1.9%

Memory: ✅ 43.655MB (SLO: <47.500MB -8.1%) vs baseline: +4.7%

✅ get-context

Time: ✅ 79.822ms (SLO: <92.350ms 📉 -13.6%) vs baseline: -0.1%

Memory: ✅ 39.774MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +5.4%

✅ is-recording

Time: ✅ 37.221ms (SLO: <44.500ms 📉 -16.4%) vs baseline: +0.3%

Memory: ✅ 39.473MB (SLO: <47.500MB 📉 -16.9%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.229ms (SLO: <67.650ms 📉 -13.9%) vs baseline: -0.3%

Memory: ✅ 39.980MB (SLO: <47.000MB 📉 -14.9%) vs baseline: +4.8%

✅ set-status

Time: ✅ 43.619ms (SLO: <50.400ms 📉 -13.5%) vs baseline: -0.5%

Memory: ✅ 39.372MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.7%

✅ start

Time: ✅ 37.534ms (SLO: <43.450ms 📉 -13.6%) vs baseline: +2.8%

Memory: ✅ 39.456MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 82.044ms (SLO: <88.000ms -6.8%) vs baseline: +0.2%

Memory: ✅ 37.179MB (SLO: <46.500MB 📉 -20.0%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 83.350ms (SLO: <89.000ms -6.3%) vs baseline: -0.3%

Memory: ✅ 37.316MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +5.0%

✅ update-name

Time: ✅ 38.152ms (SLO: <45.150ms 📉 -15.5%) vs baseline: -0.2%

Memory: ✅ 39.685MB (SLO: <47.000MB 📉 -15.6%) vs baseline: +4.8%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.185ms (SLO: <354.300ms -3.4%) vs baseline: -0.9%

Memory: ✅ 41.025MB (SLO: <41.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ cache_on

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.8%

Memory: ✅ 39.288MB (SLO: <41.000MB -4.2%) vs baseline: +5.0%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.360µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.3%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.424µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +0.7%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.6%

✅ long_window

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.2%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ low_rate_limit

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

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.1%

✅ no_rate_limit

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

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ short_window

Time: ✅ 2.506µs (SLO: <10.000µs 📉 -74.9%) vs baseline: -0.1%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.3%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.710ms (SLO: <320.950ms -3.8%) vs baseline: ~same

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 327.878ms (SLO: <359.150ms -8.7%) vs baseline: -0.3%

Memory: ✅ 39.793MB (SLO: <40.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ medium

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

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ shallow

Time: ✅ 0.949ms (SLO: <1.050ms -9.6%) vs baseline: +1.5%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.390µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ high_match

Time: ✅ 174.589µs (SLO: <480.000µs 📉 -63.6%) vs baseline: +0.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ low_match

Time: ✅ 99.131µs (SLO: <120.000µs 📉 -17.4%) vs baseline: +0.4%

Memory: ✅ 603.584MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.662ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.7%

Memory: ✅ 70.991MB (SLO: <75.000MB -5.3%) vs baseline: +4.8%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.619µs (SLO: <20.000µs 📉 -46.9%) vs baseline: +1.5%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +4.6%

✅ all-enabled

Time: ✅ 40.874µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +2.2%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ collectipvariant_exists

Time: ✅ 40.810µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +0.1%

Memory: ✅ 35.212MB (SLO: <36.000MB -2.2%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.518µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.9%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 39.002µs (SLO: <50.000µs 📉 -22.0%) vs baseline: +0.4%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.5%

✅ obfuscation-no-query

Time: ✅ 40.536µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.2%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.936µs (SLO: <90.000µs 📉 -15.6%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.8%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.409µs (SLO: <90.000µs 📉 -15.1%) vs baseline: +0.1%

Memory: ✅ 35.586MB (SLO: <36.500MB -2.5%) vs baseline: +4.8%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.230µs (SLO: <170.000µs -9.3%) vs baseline: +0.3%

Memory: ✅ 35.566MB (SLO: <36.500MB -2.6%) vs baseline: +4.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.546µs (SLO: <160.000µs -7.2%) vs baseline: ~same

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.5%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.810µs (SLO: <170.000µs -8.9%) vs baseline: +0.2%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.464µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.3%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ useragentvariant_exists_2

Time: ✅ 40.574µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -0.4%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +4.6%

✅ useragentvariant_exists_3

Time: ✅ 40.098µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.3%

Memory: ✅ 35.252MB (SLO: <36.000MB -2.1%) vs baseline: +4.2%

✅ useragentvariant_not_exists_1

Time: ✅ 39.535µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.1%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.459µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.3%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +5.2%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.219ms (SLO: <22.500ms 📉 -19.0%) vs baseline: ~same

Memory: ✅ 36.850MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 88.302ms (SLO: <93.500ms -5.6%) vs baseline: -0.6%

Memory: ✅ 41.125MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 143.563ms (SLO: <155.000ms -7.4%) vs baseline: +0.5%

Memory: ✅ 41.120MB (SLO: <53.000MB 📉 -22.4%) vs baseline: +5.0%

✅ get-context

Time: ✅ 17.011ms (SLO: <20.500ms 📉 -17.0%) vs baseline: -0.4%

Memory: ✅ 36.701MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 17.304ms (SLO: <20.500ms 📉 -15.6%) vs baseline: +0.7%

Memory: ✅ 36.683MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.795ms (SLO: <40.000ms -8.0%) vs baseline: +0.8%

Memory: ✅ 37.343MB (SLO: <53.000MB 📉 -29.5%) vs baseline: +5.0%

✅ set-status

Time: ✅ 18.769ms (SLO: <22.000ms 📉 -14.7%) vs baseline: +0.6%

Memory: ✅ 36.703MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ start

Time: ✅ 17.426ms (SLO: <20.500ms 📉 -15.0%) vs baseline: +3.0%

Memory: ✅ 36.816MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 51.040ms (SLO: <52.500ms -2.8%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ start-finish-telemetry

Time: ✅ 52.236ms (SLO: <54.500ms -4.2%) vs baseline: +0.1%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 54.026ms (SLO: <57.000ms -5.2%) vs baseline: -0.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 17.269ms (SLO: <22.500ms 📉 -23.2%) vs baseline: -0.4%

Memory: ✅ 36.607MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.9%

✅ update-name

Time: ✅ 17.280ms (SLO: <22.000ms 📉 -21.5%) vs baseline: -0.3%

Memory: ✅ 36.845MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.9%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.215ms (SLO: <32.950ms 📉 -11.3%) vs baseline: +0.1%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ medium

Time: ✅ 2.894ms (SLO: <3.200ms -9.5%) vs baseline: +0.6%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

✅ small

Time: ✅ 332.642µs (SLO: <370.000µs 📉 -10.1%) vs baseline: +1.9%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.176µs (SLO: <170.000µs -9.3%) vs baseline: -0.5%

Memory: ✅ 39.460MB (SLO: <41.000MB -3.8%) vs baseline: +4.9%

✅ import_many_cached

Time: ✅ 121.523µs (SLO: <130.000µs -6.5%) vs baseline: ~same

Memory: ✅ 39.555MB (SLO: <41.000MB -3.5%) vs baseline: +4.5%

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.8%) vs baseline: ~same

Memory: ✅ 39.414MB (SLO: <41.000MB -3.9%) vs baseline: +4.3%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.3%) vs baseline: +0.3%

Memory: ✅ 39.535MB (SLO: <41.000MB -3.6%) vs baseline: +4.3%

✅ import_many_unknown

Time: ✅ 835.464µs (SLO: <890.000µs -6.1%) vs baseline: ~same

Memory: ✅ 39.560MB (SLO: <41.000MB -3.5%) vs baseline: +4.6%

✅ import_many_unknown_cached

Time: ✅ 796.474µs (SLO: <870.000µs -8.5%) vs baseline: +1.0%

Memory: ✅ 39.542MB (SLO: <41.000MB -3.6%) vs baseline: +4.0%

✅ import_one

Time: ✅ 19.696µs (SLO: <30.000µs 📉 -34.3%) vs baseline: +0.2%

Memory: ✅ 39.559MB (SLO: <41.000MB -3.5%) vs baseline: +5.1%

✅ import_one_cache

Time: ✅ 6.258µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -0.1%

Memory: ✅ 39.743MB (SLO: <41.000MB -3.1%) vs baseline: +5.2%

✅ import_one_stdlib

Time: ✅ 18.653µs (SLO: <20.000µs -6.7%) vs baseline: -0.3%

Memory: ✅ 39.716MB (SLO: <41.000MB -3.1%) vs baseline: +4.7%

✅ import_one_stdlib_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.4%) vs baseline: +0.1%

Memory: ✅ 39.475MB (SLO: <41.000MB -3.7%) vs baseline: +4.5%

✅ import_one_unknown

Time: ✅ 45.262µs (SLO: <50.000µs -9.5%) vs baseline: -0.9%

Memory: ✅ 39.743MB (SLO: <41.000MB -3.1%) vs baseline: +6.0%

✅ import_one_unknown_cache

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

Memory: ✅ 39.575MB (SLO: <41.000MB -3.5%) vs baseline: +4.7%

✅ All Tests Passing (3 suites)

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.3%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.2%

✅ add_inplace_aspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.5%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.5%

✅ add_inplace_noaspect

Time: ✅ 0.318µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.7%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.5%

✅ add_noaspect

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

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +3.7%

✅ bytearray_aspect

Time: ✅ 1.345µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -2.0%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ bytearray_extend_aspect

Time: ✅ 1.498µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -0.9%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -1.4%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.4%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ bytes_aspect

Time: ✅ 1.292µs (SLO: <10.000µs 📉 -87.1%) vs baseline: +0.2%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

✅ bytes_noaspect

Time: ✅ 0.493µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.8%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.0%

✅ bytesio_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.9%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.4%

✅ bytesio_noaspect

Time: ✅ 0.503µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.5%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +3.6%

✅ capitalize_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.9%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +3.5%

✅ casefold_aspect

Time: ✅ 0.742µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.9%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.1%

✅ casefold_noaspect

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

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.7%

Memory: ✅ 40.186MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ decode_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.4%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ encode_aspect

Time: ✅ 0.713µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.2%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ encode_noaspect

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

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.0%

✅ format_aspect

Time: ✅ 3.405µs (SLO: <10.000µs 📉 -65.9%) vs baseline: -1.0%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +3.7%

✅ format_map_aspect

Time: ✅ 3.540µs (SLO: <10.000µs 📉 -64.6%) vs baseline: -1.6%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.8%

✅ format_map_noaspect

Time: ✅ 0.769µs (SLO: <10.000µs 📉 -92.3%) vs baseline: ~same

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ format_noaspect

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.1%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +3.8%

✅ index_aspect

Time: ✅ 0.354µs (SLO: <10.000µs 📉 -96.5%) vs baseline: -0.4%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ index_noaspect

Time: ✅ 0.283µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +2.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ join_aspect

Time: ✅ 1.338µs (SLO: <10.000µs 📉 -86.6%) vs baseline: +1.3%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.4%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +4.3%

✅ ljust_aspect

Time: ✅ 2.581µs (SLO: <20.000µs 📉 -87.1%) vs baseline: -0.3%

Memory: ✅ 40.029MB (SLO: <41.500MB -3.5%) vs baseline: +3.3%

✅ ljust_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.2%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ lower_aspect

Time: ✅ 2.290µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +1.7%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.2%

✅ lower_noaspect

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

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +3.8%

✅ lstrip_aspect

Time: ✅ 2.238µs (SLO: <20.000µs 📉 -88.8%) vs baseline: -0.2%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

✅ lstrip_noaspect

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.4%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.1%

✅ modulo_aspect

Time: ✅ 1.052µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +3.7%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.8%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.545µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.8%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ modulo_aspect_for_bytes

Time: ✅ 0.981µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +1.4%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.258µs (SLO: <10.000µs 📉 -87.4%) vs baseline: +3.5%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.2%

✅ modulo_noaspect

Time: ✅ 0.627µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.6%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.0%

✅ replace_aspect

Time: ✅ 4.867µs (SLO: <10.000µs 📉 -51.3%) vs baseline: -1.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.0%

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.8%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.2%

✅ repr_aspect

Time: ✅ 0.907µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.5%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ repr_noaspect

Time: ✅ 0.414µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.0%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ rstrip_aspect

Time: ✅ 1.941µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +0.3%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.2%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.1%

✅ slice_aspect

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

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ slice_noaspect

Time: ✅ 0.448µs (SLO: <10.000µs 📉 -95.5%) vs baseline: ~same

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +3.8%

✅ stringio_aspect

Time: ✅ 1.546µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.6%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ stringio_noaspect

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

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +3.7%

✅ strip_aspect

Time: ✅ 2.242µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.2%

Memory: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.1%

✅ strip_noaspect

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.0%

✅ swapcase_aspect

Time: ✅ 2.501µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +2.7%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.6%) vs baseline: ~same

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.1%

✅ title_aspect

Time: ✅ 2.448µs (SLO: <10.000µs 📉 -75.5%) vs baseline: +3.3%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.1%

✅ title_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.9%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.0%

✅ translate_aspect

Time: ✅ 3.327µs (SLO: <10.000µs 📉 -66.7%) vs baseline: +0.8%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ translate_noaspect

Time: ✅ 1.036µs (SLO: <10.000µs 📉 -89.6%) vs baseline: ~same

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +3.6%

✅ upper_aspect

Time: ✅ 2.307µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +2.7%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +3.7%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.469µs (SLO: <60.000µs 📉 -19.2%) vs baseline: -0.5%

Memory: ✅ 40.167MB (SLO: <42.000MB -4.4%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 174.170µs (SLO: <190.000µs -8.3%) vs baseline: -0.3%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.923ms (SLO: <2.300ms 📉 -16.4%) vs baseline: -0.6%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +5.1%

✅ propagation_enabled_1000

Time: ✅ 32.391ms (SLO: <34.550ms -6.2%) vs baseline: ~same

Memory: ✅ 40.088MB (SLO: <42.000MB -4.6%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.378ms (SLO: <42.000ms -3.9%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.5%

✅ add-link

Time: ✅ 36.290ms (SLO: <38.550ms -5.9%) vs baseline: -0.5%

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

✅ add-metrics

Time: ✅ 220.219ms (SLO: <232.000ms -5.1%) vs baseline: -0.7%

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

✅ add-tags

Time: ✅ 210.467ms (SLO: <221.600ms -5.0%) vs baseline: -0.8%

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

✅ get-context

Time: ✅ 29.205ms (SLO: <31.300ms -6.7%) vs baseline: +0.8%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 29.259ms (SLO: <31.000ms -5.6%) vs baseline: +0.5%

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

✅ record-exception

Time: ✅ 63.072ms (SLO: <65.850ms -4.2%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ set-status

Time: ✅ 32.089ms (SLO: <34.150ms -6.0%) vs baseline: +0.3%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.9%

✅ start

Time: ✅ 29.449ms (SLO: <30.150ms -2.3%) vs baseline: +2.1%

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

✅ start-finish

Time: ✅ 33.882ms (SLO: <35.350ms -4.2%) vs baseline: ~same

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

✅ start-finish-telemetry

Time: ✅ 33.823ms (SLO: <35.450ms -4.6%) vs baseline: +0.2%

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

✅ update-name

Time: ✅ 31.101ms (SLO: <33.400ms -6.9%) vs baseline: -0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.3%

ℹ️ Scenarios Missing SLO Configuration (10 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
sethttpmeta-obfuscation-disabled

…archable

emmettbutler

release note looks good

sabrenner

looks good just some non-blocking questions!

sabrenner · 2025-12-10T21:24:49Z

ddtrace/llmobs/_constants.py

 EXPERIMENT_DATASET_NAME_KEY = "_ml_obs.experiment_dataset_name"
 EXPERIMENT_NAME_KEY = "_ml_obs.experiment_name"
+
+# experiment context keys


aren't these the same constants from another place in this file? can we reuse them?

hmm, we could, but the span type in the BE is distinct from the core span type (albeit the same path), so if we the same const on the SDK side to change the path then it might adversely effect the other span type (i.e. if experiments moved metadata to top level then it might be easily overlooked that core's metadata also moved to top level)

sabrenner · 2025-12-10T21:31:50Z

ddtrace/llmobs/_llmobs.py

        """
        if input_value is not None:
-            span._set_ctx_item(EXPERIMENTS_INPUT, safe_json(input_value))
+            span._set_ctx_item(EXPERIMENTS_INPUT, input_value)


just to check - these values of Any (now not guaranteed strings which was enforced by safe_json) can be handled by the experiments intake? just been out of the loop a bit 😅

all good! yes they can be handled by experiments intake now (experiments spans go through EVP intake anyway for the most part), would there be any problems with EVP intake? the processor can handle Any now and we would like to handle Any on the experiments side

gary-huang force-pushed the gary/mlob-4708 branch 2 times, most recently from 832f91c to 828abac Compare December 8, 2025 22:52

gary-huang added 4 commits December 8, 2025 22:40

send metadata with experiment spans

8afbde2

do not send experiments i/o and metadata as strings so they can be se…

760e62b

…archable

tests and fmt

ec1788e

reno

5097a2e

gary-huang force-pushed the gary/mlob-4708 branch from 828abac to 5097a2e Compare December 9, 2025 03:49

gary-huang changed the title ~~chore(llmobs): send record metadata with experiment spans~~ chore(llmobs): send record metadata with experiment spans & make experiment spans i/o searchable Dec 9, 2025

gary-huang marked this pull request as ready for review December 9, 2025 15:48

gary-huang requested review from a team as code owners December 9, 2025 15:48

gary-huang requested review from Kyle-Verhoog and christophe-papazian December 9, 2025 15:48

emmettbutler approved these changes Dec 10, 2025

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sabrenner approved these changes Dec 11, 2025

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chore(llmobs): send record metadata with experiment spans & make experiment spans i/o searchable #15545

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chore(llmobs): send record metadata with experiment spans & make experiment spans i/o searchable #15545

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Description

Testing

Risks

Additional Notes

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Bootstrap import analysis

Summary

Import time breakdown

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pr-commenter bot commented Dec 7, 2025

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

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

✅ ospathsplitdrive_aspect

✅ ospathsplitdrive_noaspect

✅ ospathsplitext_aspect

✅ ospathsplitext_noaspect

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ 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

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

gary-huang commented Dec 7, 2025 •

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