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fix(llmobs): subsequent context handling with annotations #15764

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@ZStriker19 ZStriker19 commented Dec 22, 2025

Description

Fixes customer issue with sequential annotation_context blocks

When using LLMObs.annotation_context() multiple times sequentially (e.g., with LangChain's with_structured_output() and batch()), only the first batch call in the second annotation context would be annotated. Subsequent calls would fail to receive annotations.

Root Cause

The previous fix in #15571 addressed annotation context persistence within a single annotation_context block by setting _reactivate=True on the Context. However, it didn't handle multiple sequential annotation_context blocks.

The bug flow was:

  1. First annotation_context creates a Context with ANNOTATIONS_CONTEXT_ID=X and _reactivate=True
  2. First annotation_context exits, sets _reactivate=False but the Context remains active
  3. Second annotation_context enters, sees the stale Context, and reuses its ANNOTATIONS_CONTEXT_ID=X
  4. First span in second context works (inherits the old Context)
  5. Span finishes, but _reactivate=False so Context is NOT reactivated
  6. Subsequent spans don't have ANNOTATIONS_CONTEXT_ID, so annotations fail

The Fix

In deregister_annotation(), after setting _reactivate=False, we now also deactivate the context we created if it's still the active context. This ensures subsequent annotation_context blocks start fresh with their own Context.

Testing

  • Added test_annotation_context_sequential_contexts_work_independently which specifically tests the customer's scenario
  • I tested the customers example code manually

Risks

Context is confusing, but all the tests still pass so I think we should be alright.

Additional Notes

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github-actions bot commented Dec 22, 2025

CODEOWNERS have been resolved as:

releasenotes/notes/llmobs_context_fix-692c453a633b4742.yaml             @DataDog/apm-python
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
tests/llmobs/test_llmobs_service.py                                     @DataDog/ml-observability

@ZStriker19 ZStriker19 changed the title llmobs(fix): fix subsequent context handling with annotations fix(llmobs): subsequent context handling with annotations Dec 22, 2025
@ZStriker19 ZStriker19 marked this pull request as ready for review December 22, 2025 21:30
@ZStriker19 ZStriker19 requested review from a team as code owners December 22, 2025 21:30
@ZStriker19 ZStriker19 requested a review from PROFeNoM December 22, 2025 21:31
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pr-commenter bot commented Dec 22, 2025 •
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Performance SLOs

Comparing candidate zachg/llmobs_sequential_contexts_fix (c6485ca) with baseline main (7c7d690)

📈 Performance Regressions (3 suites)
📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 18.046µs (SLO: <20.000µs -9.8%) vs baseline: 📈 +20.4%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.0%

✅ add_inplace_aspect

Time: ✅ 15.010µs (SLO: <20.000µs 📉 -25.0%) vs baseline: +0.7%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.9%

✅ add_inplace_noaspect

Time: ✅ 0.339µs (SLO: <10.000µs 📉 -96.6%) vs baseline: ~same

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ add_noaspect

Time: ✅ 0.545µs (SLO: <10.000µs 📉 -94.5%) vs baseline: -0.8%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 17.863µs (SLO: <30.000µs 📉 -40.5%) vs baseline: -1.4%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.6%

✅ bytearray_extend_aspect

Time: ✅ 23.959µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -0.4%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.9%

✅ bytearray_extend_noaspect

Time: ✅ 2.741µs (SLO: <10.000µs 📉 -72.6%) vs baseline: +0.1%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 1.471µs (SLO: <10.000µs 📉 -85.3%) vs baseline: ~same

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ bytes_aspect

Time: ✅ 16.724µs (SLO: <20.000µs 📉 -16.4%) vs baseline: +0.7%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ bytes_noaspect

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

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +5.1%

✅ bytesio_aspect

Time: ✅ 55.743µs (SLO: <70.000µs 📉 -20.4%) vs baseline: -0.2%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.7%

✅ bytesio_noaspect

Time: ✅ 3.277µs (SLO: <10.000µs 📉 -67.2%) vs baseline: -0.2%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ capitalize_aspect

Time: ✅ 14.773µs (SLO: <20.000µs 📉 -26.1%) vs baseline: +1.5%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ capitalize_noaspect

Time: ✅ 2.596µs (SLO: <10.000µs 📉 -74.0%) vs baseline: +0.7%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 14.769µs (SLO: <20.000µs 📉 -26.2%) vs baseline: +0.4%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ casefold_noaspect

Time: ✅ 3.172µs (SLO: <10.000µs 📉 -68.3%) vs baseline: +0.2%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.5%

✅ decode_aspect

Time: ✅ 15.624µs (SLO: <30.000µs 📉 -47.9%) vs baseline: +0.5%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.7%

✅ decode_noaspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.3%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.9%

✅ encode_aspect

Time: ✅ 18.256µs (SLO: <30.000µs 📉 -39.1%) vs baseline: 📈 +23.2%

Memory: ✅ 42.507MB (SLO: <43.500MB -2.3%) vs baseline: +4.7%

✅ encode_noaspect

Time: ✅ 1.478µs (SLO: <10.000µs 📉 -85.2%) vs baseline: -3.0%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 170.930µs (SLO: <200.000µs 📉 -14.5%) vs baseline: ~same

Memory: ✅ 42.566MB (SLO: <43.250MB 🟡 -1.6%) vs baseline: +4.7%

✅ format_map_aspect

Time: ✅ 190.717µs (SLO: <200.000µs -4.6%) vs baseline: ~same

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +4.7%

✅ format_map_noaspect

Time: ✅ 3.790µs (SLO: <10.000µs 📉 -62.1%) vs baseline: -1.6%

Memory: ✅ 42.546MB (SLO: <43.250MB 🟡 -1.6%) vs baseline: +4.8%

✅ format_noaspect

Time: ✅ 3.126µs (SLO: <10.000µs 📉 -68.7%) vs baseline: -0.8%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.0%

✅ index_aspect

Time: ✅ 15.333µs (SLO: <20.000µs 📉 -23.3%) vs baseline: -1.0%

Memory: ✅ 42.664MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.0%

✅ index_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%) vs baseline: -0.3%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.8%

✅ join_aspect

Time: ✅ 17.118µs (SLO: <20.000µs 📉 -14.4%) vs baseline: -0.5%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.9%

✅ join_noaspect

Time: ✅ 1.543µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.7%

Memory: ✅ 42.566MB (SLO: <43.250MB 🟡 -1.6%) vs baseline: +4.9%

✅ ljust_aspect

Time: ✅ 20.765µs (SLO: <30.000µs 📉 -30.8%) vs baseline: -0.7%

Memory: ✅ 42.684MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +5.1%

✅ ljust_noaspect

Time: ✅ 2.743µs (SLO: <10.000µs 📉 -72.6%) vs baseline: ~same

Memory: ✅ 42.605MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 18.086µs (SLO: <30.000µs 📉 -39.7%) vs baseline: +0.4%

Memory: ✅ 42.703MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ lower_noaspect

Time: ✅ 2.428µs (SLO: <10.000µs 📉 -75.7%) vs baseline: -0.1%

Memory: ✅ 42.487MB (SLO: <43.250MB 🟡 -1.8%) vs baseline: +4.6%

✅ lstrip_aspect

Time: ✅ 17.825µs (SLO: <30.000µs 📉 -40.6%) vs baseline: +0.3%

Memory: ✅ 42.605MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +5.0%

✅ lstrip_noaspect

Time: ✅ 1.874µs (SLO: <10.000µs 📉 -81.3%) vs baseline: +0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

✅ modulo_aspect

Time: ✅ 166.078µs (SLO: <200.000µs 📉 -17.0%) vs baseline: ~same

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.7%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 180.110µs (SLO: <200.000µs -9.9%) vs baseline: +3.3%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes

Time: ✅ 168.927µs (SLO: <200.000µs 📉 -15.5%) vs baseline: +0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 172.063µs (SLO: <200.000µs 📉 -14.0%) vs baseline: +0.2%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 3.642µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -1.1%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

✅ replace_aspect

Time: ✅ 212.050µs (SLO: <300.000µs 📉 -29.3%) vs baseline: +0.3%

Memory: ✅ 42.762MB (SLO: <44.000MB -2.8%) vs baseline: +5.2%

✅ replace_noaspect

Time: ✅ 2.889µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -0.3%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ repr_aspect

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

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.8%

✅ repr_noaspect

Time: ✅ 0.523µs (SLO: <10.000µs 📉 -94.8%) vs baseline: -0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 19.063µs (SLO: <30.000µs 📉 -36.5%) vs baseline: -0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ rstrip_noaspect

Time: ✅ 2.049µs (SLO: <10.000µs 📉 -79.5%) vs baseline: +6.4%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +5.0%

✅ slice_aspect

Time: ✅ 15.875µs (SLO: <20.000µs 📉 -20.6%) vs baseline: ~same

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

✅ slice_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.4%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.7%

✅ stringio_aspect

Time: ✅ 54.278µs (SLO: <80.000µs 📉 -32.2%) vs baseline: ~same

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ stringio_noaspect

Time: ✅ 3.636µs (SLO: <10.000µs 📉 -63.6%) vs baseline: -0.2%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ strip_aspect

Time: ✅ 17.684µs (SLO: <20.000µs 📉 -11.6%) vs baseline: -0.9%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ strip_noaspect

Time: ✅ 1.861µs (SLO: <10.000µs 📉 -81.4%) vs baseline: -0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ swapcase_aspect

Time: ✅ 18.473µs (SLO: <30.000µs 📉 -38.4%) vs baseline: -0.8%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ swapcase_noaspect

Time: ✅ 2.785µs (SLO: <10.000µs 📉 -72.2%) vs baseline: -1.3%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 18.313µs (SLO: <30.000µs 📉 -39.0%) vs baseline: +0.1%

Memory: ✅ 42.585MB (SLO: <43.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ title_noaspect

Time: ✅ 2.661µs (SLO: <10.000µs 📉 -73.4%) vs baseline: ~same

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

✅ translate_aspect

Time: ✅ 24.416µs (SLO: <30.000µs 📉 -18.6%) vs baseline: 📈 +18.2%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ translate_noaspect

Time: ✅ 4.317µs (SLO: <10.000µs 📉 -56.8%) vs baseline: -0.6%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ upper_aspect

Time: ✅ 17.928µs (SLO: <30.000µs 📉 -40.2%) vs baseline: -0.9%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.8%

✅ upper_noaspect

Time: ✅ 2.423µs (SLO: <10.000µs 📉 -75.8%) vs baseline: -1.0%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.9%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.138µs (SLO: <10.000µs 📉 -48.6%) vs baseline: 📈 +20.9%

Memory: ✅ 42.487MB (SLO: <43.500MB -2.3%) vs baseline: +4.5%

✅ ospathbasename_noaspect

Time: ✅ 4.358µs (SLO: <10.000µs 📉 -56.4%) vs baseline: +1.4%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ ospathjoin_aspect

Time: ✅ 6.231µs (SLO: <10.000µs 📉 -37.7%) vs baseline: -0.5%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ ospathjoin_noaspect

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

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ ospathnormcase_aspect

Time: ✅ 3.578µs (SLO: <10.000µs 📉 -64.2%) vs baseline: -0.5%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ ospathnormcase_noaspect

Time: ✅ 3.658µs (SLO: <10.000µs 📉 -63.4%) vs baseline: +0.3%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 4.919µs (SLO: <10.000µs 📉 -50.8%) vs baseline: ~same

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ ospathsplit_noaspect

Time: ✅ 5.048µs (SLO: <10.000µs 📉 -49.5%) vs baseline: +0.2%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +5.0%

✅ ospathsplitdrive_aspect

Time: ✅ 3.735µs (SLO: <10.000µs 📉 -62.7%) vs baseline: -0.7%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.754µs (SLO: <10.000µs 📉 -92.5%) vs baseline: +1.0%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ ospathsplitext_aspect

Time: ✅ 4.606µs (SLO: <10.000µs 📉 -53.9%) vs baseline: -0.8%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ ospathsplitext_noaspect

Time: ✅ 4.646µs (SLO: <10.000µs 📉 -53.5%) vs baseline: -0.6%

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +4.6%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.381µs (SLO: <20.000µs 📉 -83.1%) vs baseline: 📈 +14.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ 1-count-metrics-100-times

Time: ✅ 199.303µs (SLO: <220.000µs -9.4%) vs baseline: -0.3%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.320µs (SLO: <20.000µs 📉 -83.4%) vs baseline: +0.1%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ 1-distribution-metrics-100-times

Time: ✅ 213.629µs (SLO: <230.000µs -7.1%) vs baseline: +0.8%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ 1-gauge-metric-1-times

Time: ✅ 2.217µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +2.3%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 136.128µs (SLO: <150.000µs -9.2%) vs baseline: -0.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ 1-rate-metric-1-times

Time: ✅ 3.139µs (SLO: <20.000µs 📉 -84.3%) vs baseline: +0.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ 1-rate-metrics-100-times

Time: ✅ 213.508µs (SLO: <250.000µs 📉 -14.6%) vs baseline: +0.6%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ 100-count-metrics-100-times

Time: ✅ 20.122ms (SLO: <22.000ms -8.5%) vs baseline: +0.4%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.250ms (SLO: <2.550ms 📉 -11.8%) vs baseline: -0.3%

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.410ms (SLO: <1.550ms -9.1%) vs baseline: +0.9%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.5%

✅ 100-rate-metrics-100-times

Time: ✅ 2.200ms (SLO: <2.550ms 📉 -13.7%) vs baseline: +1.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.3%

✅ flush-1-metric

Time: ✅ 4.629µs (SLO: <20.000µs 📉 -76.9%) vs baseline: +0.2%

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +4.7%

✅ flush-100-metrics

Time: ✅ 174.764µs (SLO: <250.000µs 📉 -30.1%) vs baseline: ~same

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +4.9%

✅ flush-1000-metrics

Time: ✅ 2.175ms (SLO: <2.500ms 📉 -13.0%) vs baseline: +0.4%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.7%

🟡 Near SLO Breach (17 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.289µs (SLO: <20.000µs 📉 -33.6%) vs baseline: +0.4%

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

✅ context_with_data_no_listeners

Time: ✅ 3.260µs (SLO: <10.000µs 📉 -67.4%) vs baseline: ~same

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

✅ get_item_exists

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

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.2%

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

✅ set_item

Time: ✅ 24.083µs (SLO: <30.000µs 📉 -19.7%) vs baseline: -1.4%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

🟡 djangosimple - 29/29

✅ appsec

Time: ✅ 19.629ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.2%

Memory: ✅ 68.352MB (SLO: <70.500MB -3.0%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.361ms (SLO: <1.450ms -6.1%) vs baseline: -0.4%

Memory: ✅ 66.449MB (SLO: <67.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.614ms (SLO: <22.250ms 📉 -11.8%) vs baseline: -0.1%

Memory: ✅ 68.302MB (SLO: <70.000MB -2.4%) vs baseline: +4.8%

✅ profiler

Time: ✅ 14.723ms (SLO: <16.550ms 📉 -11.0%) vs baseline: -0.4%

Memory: ✅ 56.383MB (SLO: <57.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.581ms (SLO: <21.750ms -10.0%) vs baseline: +0.3%

Memory: ✅ 68.380MB (SLO: <70.500MB -3.0%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 19.873ms (SLO: <28.200ms 📉 -29.5%) vs baseline: +0.2%

Memory: ✅ 68.350MB (SLO: <71.000MB -3.7%) vs baseline: +5.1%

✅ tracer

Time: ✅ 19.585ms (SLO: <21.750ms -10.0%) vs baseline: -0.6%

Memory: ✅ 68.321MB (SLO: <70.000MB -2.4%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 20.913ms (SLO: <23.500ms 📉 -11.0%) vs baseline: +0.4%

Memory: ✅ 69.442MB (SLO: <71.000MB -2.2%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.665ms (SLO: <21.500ms -8.5%) vs baseline: ~same

Memory: ✅ 68.380MB (SLO: <70.000MB -2.3%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.782ms (SLO: <17.500ms -4.1%) vs baseline: ~same

Memory: ✅ 68.400MB (SLO: <70.000MB -2.3%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.487ms (SLO: <21.750ms 📉 -10.4%) vs baseline: +0.2%

✅ tracer-no-caches

Time: ✅ 17.638ms (SLO: <19.650ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 68.341MB (SLO: <70.000MB -2.4%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.231ms (SLO: <20.100ms -4.3%) vs baseline: +0.2%

Memory: ✅ 68.380MB (SLO: <70.000MB -2.3%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.332ms (SLO: <21.500ms 📉 -10.1%) vs baseline: +0.1%

Memory: ✅ 68.400MB (SLO: <70.000MB -2.3%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.538ms (SLO: <22.000ms 📉 -11.2%) vs baseline: +0.8%

Memory: ✅ 68.361MB (SLO: <70.500MB -3.0%) vs baseline: +4.8%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.347ms (SLO: <19.850ms 📉 -17.6%) vs baseline: +0.5%

Memory: ✅ 69.889MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.290ms (SLO: <19.400ms 📉 -16.0%) vs baseline: -0.6%

Memory: ✅ 69.965MB (SLO: <70.000MB 🟡 ~same) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.350ms (SLO: <19.450ms 📉 -15.9%) vs baseline: +0.4%

Memory: ✅ 69.801MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.067ms (SLO: <2.300ms 📉 -10.1%) vs baseline: -0.3%

Memory: ✅ 55.856MB (SLO: <56.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ errortracking-enabled-user

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

Memory: ✅ 55.896MB (SLO: <56.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.072ms (SLO: <2.300ms -9.9%) vs baseline: +0.2%

Memory: ✅ 55.994MB (SLO: <56.500MB 🟡 -0.9%) vs baseline: +5.0%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.394ms (SLO: <4.750ms 📉 -28.5%) vs baseline: +0.6%

Memory: ✅ 55.859MB (SLO: <66.500MB 📉 -16.0%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: -0.3%

Memory: ✅ 55.948MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.415ms (SLO: <4.750ms 📉 -28.1%) vs baseline: +1.2%

Memory: ✅ 55.924MB (SLO: <66.500MB 📉 -15.9%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: ~same

Memory: ✅ 47.803MB (SLO: <49.500MB -3.4%) vs baseline: +5.0%

✅ iast-get

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

Memory: ✅ 44.782MB (SLO: <49.000MB -8.6%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.860ms (SLO: <2.100ms 📉 -11.4%) vs baseline: -0.1%

Memory: ✅ 48.633MB (SLO: <50.000MB -2.7%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.354ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 55.896MB (SLO: <56.000MB 🟡 -0.2%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.365ms (SLO: <3.650ms -7.8%) vs baseline: -0.4%

Memory: ✅ 55.797MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.840MB (SLO: <60.000MB -6.9%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.066ms (SLO: <4.200ms 📉 -50.8%) vs baseline: ~same

Memory: ✅ 55.856MB (SLO: <66.000MB 📉 -15.4%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.066ms (SLO: <2.800ms 📉 -26.2%) vs baseline: -0.1%

Memory: ✅ 55.876MB (SLO: <62.500MB 📉 -10.6%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.059ms (SLO: <2.250ms -8.5%) vs baseline: -0.2%

Memory: ✅ 55.876MB (SLO: <56.500MB 🟡 -1.1%) vs baseline: +4.8%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.412µs (SLO: <100.000µs 📉 -18.6%) vs baseline: -0.5%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.372µs (SLO: <20.000µs 📉 -28.1%) vs baseline: -0.3%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ b3_single_headers

Time: ✅ 13.397µs (SLO: <20.000µs 📉 -33.0%) vs baseline: -0.9%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.185µs (SLO: <80.000µs 📉 -19.8%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.5%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.084µs (SLO: <80.000µs 📉 -17.4%) vs baseline: -0.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ empty_headers

Time: ✅ 1.627µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.1%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ full_t_id_datadog_headers

Time: ✅ 22.694µs (SLO: <30.000µs 📉 -24.4%) vs baseline: -0.3%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ invalid_priority_header

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

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ invalid_span_id_header

Time: ✅ 6.496µs (SLO: <10.000µs 📉 -35.0%) vs baseline: -0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ invalid_tags_header

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ invalid_trace_id_header

Time: ✅ 6.533µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ large_header_no_matches

Time: ✅ 27.548µs (SLO: <30.000µs -8.2%) vs baseline: -0.5%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.4%

✅ large_valid_headers_all

Time: ✅ 28.649µs (SLO: <40.000µs 📉 -28.4%) vs baseline: -0.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.826µs (SLO: <20.000µs 📉 -50.9%) vs baseline: +0.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.293µs (SLO: <20.000µs 📉 -43.5%) vs baseline: +0.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ none_propagation_style

Time: ✅ 1.722µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +1.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ tracecontext_headers

Time: ✅ 34.879µs (SLO: <40.000µs 📉 -12.8%) vs baseline: +0.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 6.524µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.1%

✅ valid_headers_basic

Time: ✅ 6.068µs (SLO: <10.000µs 📉 -39.3%) vs baseline: -0.2%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ wsgi_empty_headers

Time: ✅ 1.604µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.4%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.1%

✅ wsgi_invalid_priority_header

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

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ wsgi_invalid_span_id_header

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

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.4%

✅ wsgi_invalid_tags_header

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

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.698µs (SLO: <10.000µs 📉 -33.0%) vs baseline: +1.7%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ wsgi_large_header_no_matches

Time: ✅ 28.671µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.738µs (SLO: <40.000µs 📉 -25.7%) vs baseline: -0.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.066µs (SLO: <20.000µs 📉 -49.7%) vs baseline: ~same

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.554µs (SLO: <20.000µs 📉 -42.2%) vs baseline: +0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.3%

✅ wsgi_valid_headers_all

Time: ✅ 6.534µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.4%

✅ wsgi_valid_headers_basic

Time: ✅ 6.098µs (SLO: <10.000µs 📉 -39.0%) vs baseline: +0.3%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.964µs (SLO: <30.000µs 📉 -26.8%) vs baseline: +5.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.2%

✅ with_all

Time: ✅ 27.973µs (SLO: <40.000µs 📉 -30.1%) vs baseline: +0.7%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ with_dd_origin

Time: ✅ 24.789µs (SLO: <30.000µs 📉 -17.4%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ with_priority_and_origin

Time: ✅ 24.104µs (SLO: <40.000µs 📉 -39.7%) vs baseline: +0.2%

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

✅ with_sampling_priority

Time: ✅ 20.911µs (SLO: <30.000µs 📉 -30.3%) vs baseline: +0.2%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 26.047µs (SLO: <40.000µs 📉 -34.9%) vs baseline: +0.2%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.6%

✅ with_tags_invalid

Time: ✅ 27.643µs (SLO: <40.000µs 📉 -30.9%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 26.455µs (SLO: <40.000µs 📉 -33.9%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.9%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 37.007µs (SLO: <40.000µs -7.5%) vs baseline: +5.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 35.115µs (SLO: <40.000µs 📉 -12.2%) vs baseline: +0.8%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.7%

✅ re_findall_aspect

Time: ✅ 3.415µs (SLO: <10.000µs 📉 -65.8%) vs baseline: -1.0%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +5.0%

✅ re_findall_noaspect

Time: ✅ 3.254µs (SLO: <10.000µs 📉 -67.5%) vs baseline: +0.6%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_finditer_aspect

Time: ✅ 4.527µs (SLO: <10.000µs 📉 -54.7%) vs baseline: -0.7%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ re_finditer_noaspect

Time: ✅ 3.295µs (SLO: <10.000µs 📉 -67.0%) vs baseline: -0.3%

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.801µs (SLO: <10.000µs 📉 -72.0%) vs baseline: -0.4%

Memory: ✅ 42.703MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_fullmatch_noaspect

Time: ✅ 3.077µs (SLO: <10.000µs 📉 -69.2%) vs baseline: ~same

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 4.826µs (SLO: <10.000µs 📉 -51.7%) vs baseline: +0.3%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ re_group_noaspect

Time: ✅ 4.888µs (SLO: <10.000µs 📉 -51.1%) vs baseline: +0.6%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ re_groups_aspect

Time: ✅ 4.978µs (SLO: <10.000µs 📉 -50.2%) vs baseline: +0.8%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.7%

✅ re_groups_noaspect

Time: ✅ 5.006µs (SLO: <10.000µs 📉 -49.9%) vs baseline: +1.2%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.8%

✅ re_match_aspect

Time: ✅ 2.850µs (SLO: <10.000µs 📉 -71.5%) vs baseline: +1.7%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ re_match_noaspect

Time: ✅ 3.093µs (SLO: <10.000µs 📉 -69.1%) vs baseline: +0.3%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ re_search_aspect

Time: ✅ 2.675µs (SLO: <10.000µs 📉 -73.2%) vs baseline: +0.5%

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 2.889µs (SLO: <10.000µs 📉 -71.1%) vs baseline: -0.5%

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +4.9%

✅ re_sub_aspect

Time: ✅ 3.551µs (SLO: <10.000µs 📉 -64.5%) vs baseline: -0.5%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ re_sub_noaspect

Time: ✅ 4.026µs (SLO: <10.000µs 📉 -59.7%) vs baseline: +2.0%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.8%

✅ re_subn_aspect

Time: ✅ 3.763µs (SLO: <10.000µs 📉 -62.4%) vs baseline: -0.9%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ re_subn_noaspect

Time: ✅ 4.090µs (SLO: <10.000µs 📉 -59.1%) vs baseline: -0.3%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +5.0%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.634µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +5.7%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -2.7%

Memory: ✅ 42.703MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ split_aspect

Time: ✅ 1.544µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.5%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.9%

✅ split_noaspect

Time: ✅ 1.645µs (SLO: <10.000µs 📉 -83.5%) vs baseline: +0.6%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.5%

✅ splitlines_aspect

Time: ✅ 1.509µs (SLO: <10.000µs 📉 -84.9%) vs baseline: +0.5%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 1.553µs (SLO: <10.000µs 📉 -84.5%) vs baseline: -0.3%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.0%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.192ms (SLO: <47.150ms 📉 -14.8%) vs baseline: -0.2%

Memory: ✅ 39.431MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.3%

✅ add-metrics

Time: ✅ 261.074ms (SLO: <344.800ms 📉 -24.3%) vs baseline: +0.3%

Memory: ✅ 43.743MB (SLO: <47.500MB -7.9%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 316.667ms (SLO: <321.000ms 🟡 -1.3%) vs baseline: -0.3%

Memory: ✅ 43.794MB (SLO: <47.500MB -7.8%) vs baseline: +5.2%

✅ get-context

Time: ✅ 80.405ms (SLO: <92.350ms 📉 -12.9%) vs baseline: -0.2%

Memory: ✅ 39.972MB (SLO: <46.500MB 📉 -14.0%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 37.885ms (SLO: <44.500ms 📉 -14.9%) vs baseline: +0.5%

Memory: ✅ 39.649MB (SLO: <47.500MB 📉 -16.5%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.783ms (SLO: <67.650ms 📉 -13.1%) vs baseline: -0.6%

Memory: ✅ 40.092MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +5.2%

✅ set-status

Time: ✅ 44.331ms (SLO: <50.400ms 📉 -12.0%) vs baseline: +0.3%

Memory: ✅ 39.533MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.2%

✅ start

Time: ✅ 38.026ms (SLO: <43.450ms 📉 -12.5%) vs baseline: +2.1%

Memory: ✅ 39.644MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 83.012ms (SLO: <88.000ms -5.7%) vs baseline: -0.1%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 84.547ms (SLO: <89.000ms -5.0%) vs baseline: -0.1%

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.4%

✅ update-name

Time: ✅ 38.663ms (SLO: <45.150ms 📉 -14.4%) vs baseline: -0.5%

Memory: ✅ 39.677MB (SLO: <47.000MB 📉 -15.6%) vs baseline: +5.1%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.396µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +2.1%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.8%

✅ high_rate_limit

Time: ✅ 2.435µs (SLO: <10.000µs 📉 -75.7%) vs baseline: -0.5%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.2%

✅ long_window

Time: ✅ 2.379µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +0.3%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.6%

✅ low_rate_limit

Time: ✅ 2.376µs (SLO: <10.000µs 📉 -76.2%) vs baseline: -0.5%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.5%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.7%

✅ short_window

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

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.0%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.232ms (SLO: <320.950ms -4.0%) vs baseline: ~same

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 315.329ms (SLO: <359.150ms 📉 -12.2%) vs baseline: ~same

Memory: ✅ 39.852MB (SLO: <40.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ medium

Time: ✅ 7.008ms (SLO: <7.400ms -5.3%) vs baseline: +0.1%

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

✅ shallow

Time: ✅ 0.947ms (SLO: <1.050ms -9.8%) vs baseline: +0.8%

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

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 136.478µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -0.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.2%

✅ high_match

Time: ✅ 173.873µs (SLO: <480.000µs 📉 -63.8%) vs baseline: ~same

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

✅ low_match

Time: ✅ 98.607µs (SLO: <120.000µs 📉 -17.8%) vs baseline: -0.9%

Memory: ✅ 603.641MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.660ms (SLO: <8.500ms 📉 -68.7%) vs baseline: -0.3%

Memory: ✅ 71.170MB (SLO: <75.000MB -5.1%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.534µs (SLO: <20.000µs 📉 -47.3%) vs baseline: -1.3%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +5.3%

✅ all-enabled

Time: ✅ 40.876µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +1.6%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ collectipvariant_exists

Time: ✅ 40.725µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.5%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.3%

✅ no-collectipvariant

Time: ✅ 39.815µs (SLO: <50.000µs 📉 -20.4%) vs baseline: -0.7%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.749µs (SLO: <50.000µs 📉 -22.5%) vs baseline: ~same

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.3%

✅ obfuscation-no-query

Time: ✅ 40.484µs (SLO: <50.000µs 📉 -19.0%) vs baseline: -0.4%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.064µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.3%

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.6%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.633µs (SLO: <90.000µs 📉 -14.9%) vs baseline: +0.2%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.207µs (SLO: <170.000µs -9.3%) vs baseline: -0.2%

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.876µs (SLO: <160.000µs -7.0%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <36.500MB -2.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.992µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +5.0%

✅ useragentvariant_exists_1

Time: ✅ 39.603µs (SLO: <50.000µs 📉 -20.8%) vs baseline: -0.3%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.6%

✅ useragentvariant_exists_2

Time: ✅ 40.455µs (SLO: <50.000µs 📉 -19.1%) vs baseline: -0.5%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.6%

✅ useragentvariant_exists_3

Time: ✅ 39.942µs (SLO: <50.000µs 📉 -20.1%) vs baseline: -0.6%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.6%

✅ useragentvariant_not_exists_1

Time: ✅ 39.393µs (SLO: <50.000µs 📉 -21.2%) vs baseline: -0.3%

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.1%

✅ useragentvariant_not_exists_2

Time: ✅ 39.420µs (SLO: <50.000µs 📉 -21.2%) vs baseline: -0.5%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.7%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.141ms (SLO: <22.500ms 📉 -19.4%) vs baseline: ~same

Memory: ✅ 36.980MB (SLO: <53.000MB 📉 -30.2%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 88.480ms (SLO: <93.500ms -5.4%) vs baseline: +1.1%

Memory: ✅ 41.027MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.5%

✅ add-tags

Time: ✅ 141.261ms (SLO: <155.000ms -8.9%) vs baseline: -0.5%

Memory: ✅ 41.160MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.8%

✅ get-context

Time: ✅ 16.883ms (SLO: <20.500ms 📉 -17.6%) vs baseline: -0.4%

Memory: ✅ 36.784MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 17.249ms (SLO: <20.500ms 📉 -15.9%) vs baseline: +0.6%

Memory: ✅ 36.823MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 36.916ms (SLO: <40.000ms -7.7%) vs baseline: +0.9%

Memory: ✅ 37.411MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +5.1%

✅ set-status

Time: ✅ 18.631ms (SLO: <22.000ms 📉 -15.3%) vs baseline: +0.1%

Memory: ✅ 36.879MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.8%

✅ start

Time: ✅ 17.367ms (SLO: <20.500ms 📉 -15.3%) vs baseline: +3.1%

Memory: ✅ 36.745MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 51.029ms (SLO: <52.500ms -2.8%) vs baseline: -0.2%

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

✅ start-finish-telemetry

Time: ✅ 52.408ms (SLO: <54.500ms -3.8%) vs baseline: +0.3%

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

✅ start-finish-traceid128

Time: ✅ 54.389ms (SLO: <57.000ms -4.6%) vs baseline: +0.5%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.5%

✅ start-traceid128

Time: ✅ 17.265ms (SLO: <22.500ms 📉 -23.3%) vs baseline: -0.1%

Memory: ✅ 36.824MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.299ms (SLO: <22.000ms 📉 -21.4%) vs baseline: -0.4%

Memory: ✅ 36.997MB (SLO: <53.000MB 📉 -30.2%) vs baseline: +5.2%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.057ms (SLO: <32.950ms 📉 -11.8%) vs baseline: -0.2%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ medium

Time: ✅ 2.877ms (SLO: <3.200ms 📉 -10.1%) vs baseline: -0.2%

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

✅ small

Time: ✅ 330.998µs (SLO: <370.000µs 📉 -10.5%) vs baseline: +1.2%

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

⚠️ Unstable Tests (1 suite)
⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.125µs (SLO: <170.000µs -8.8%) vs baseline: -0.3%

Memory: ✅ 39.413MB (SLO: <43.000MB -8.3%) vs baseline: +5.3%

✅ import_many_cached

Time: ✅ 120.340µs (SLO: <130.000µs -7.4%) vs baseline: -0.4%

Memory: ✅ 39.699MB (SLO: <43.000MB -7.7%) vs baseline: +5.1%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -57.0%) vs baseline: -0.7%

Memory: ✅ 39.380MB (SLO: <43.000MB -8.4%) vs baseline: +4.0%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.174ms (SLO: <1.100ms 📉 -84.2%) vs baseline: +0.9%

Memory: ✅ 39.575MB (SLO: <43.000MB -8.0%) vs baseline: +5.1%

✅ import_many_unknown

Time: ✅ 840.740µs (SLO: <890.000µs -5.5%) vs baseline: +1.0%

Memory: ✅ 39.577MB (SLO: <43.000MB -8.0%) vs baseline: +5.0%

✅ import_many_unknown_cached

Time: ✅ 793.349µs (SLO: <870.000µs -8.8%) vs baseline: -0.6%

Memory: ✅ 39.512MB (SLO: <43.000MB -8.1%) vs baseline: +4.4%

✅ import_one

Time: ✅ 19.775µs (SLO: <30.000µs 📉 -34.1%) vs baseline: +0.4%

Memory: ✅ 39.502MB (SLO: <43.000MB -8.1%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.360µs (SLO: <10.000µs 📉 -36.4%) vs baseline: +1.4%

Memory: ✅ 39.453MB (SLO: <43.000MB -8.2%) vs baseline: +5.0%

✅ import_one_stdlib

Time: ✅ 18.764µs (SLO: <20.000µs -6.2%) vs baseline: +0.7%

Memory: ✅ 39.452MB (SLO: <43.000MB -8.3%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.274µs (SLO: <10.000µs 📉 -37.3%) vs baseline: +0.2%

Memory: ✅ 39.344MB (SLO: <43.000MB -8.5%) vs baseline: +4.3%

✅ import_one_unknown

Time: ✅ 45.564µs (SLO: <50.000µs -8.9%) vs baseline: -0.2%

Memory: ✅ 39.248MB (SLO: <43.000MB -8.7%) vs baseline: +2.8%

✅ import_one_unknown_cache

Time: ✅ 6.301µs (SLO: <10.000µs 📉 -37.0%) vs baseline: -0.4%

Memory: ✅ 39.394MB (SLO: <43.000MB -8.4%) vs baseline: +4.9%

✅ All Tests Passing (3 suites)
✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.602µs (SLO: <60.000µs 📉 -17.3%) vs baseline: -0.1%

Memory: ✅ 38.496MB (SLO: <42.000MB -8.3%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 138.469µs (SLO: <190.000µs 📉 -27.1%) vs baseline: +0.7%

Memory: ✅ 38.280MB (SLO: <42.000MB -8.9%) vs baseline: +4.8%

✅ propagation_enabled_100

Time: ✅ 1.583ms (SLO: <2.300ms 📉 -31.2%) vs baseline: ~same

Memory: ✅ 38.339MB (SLO: <42.000MB -8.7%) vs baseline: +4.4%

✅ propagation_enabled_1000

Time: ✅ 29.542ms (SLO: <34.550ms 📉 -14.5%) vs baseline: ~same

Memory: ✅ 38.319MB (SLO: <42.000MB -8.8%) vs baseline: +4.6%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.405ms (SLO: <42.000ms -3.8%) vs baseline: ~same

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.2%

✅ add-link

Time: ✅ 36.230ms (SLO: <38.550ms -6.0%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 220.590ms (SLO: <232.000ms -4.9%) vs baseline: ~same

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

✅ add-tags

Time: ✅ 211.937ms (SLO: <221.600ms -4.4%) vs baseline: -0.8%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.6%

✅ get-context

Time: ✅ 29.063ms (SLO: <31.300ms -7.1%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 29.203ms (SLO: <31.000ms -5.8%) vs baseline: +0.3%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 62.939ms (SLO: <65.850ms -4.4%) vs baseline: -0.1%

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

✅ set-status

Time: ✅ 31.703ms (SLO: <34.150ms -7.2%) vs baseline: -1.1%

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

✅ start

Time: ✅ 29.174ms (SLO: <30.150ms -3.2%) vs baseline: +1.4%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 34.042ms (SLO: <35.350ms -3.7%) vs baseline: +1.0%

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

✅ start-finish-telemetry

Time: ✅ 34.130ms (SLO: <35.450ms -3.7%) vs baseline: +0.9%

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

✅ update-name

Time: ✅ 30.770ms (SLO: <33.400ms -7.9%) vs baseline: -1.8%

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

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.595ms (SLO: <354.300ms -3.3%) vs baseline: -1.0%

Memory: ✅ 40.857MB (SLO: <43.500MB -6.1%) vs baseline: +4.7%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.5%

Memory: ✅ 39.487MB (SLO: <43.000MB -8.2%) vs baseline: +3.2%

ℹ️ Scenarios Missing SLO Configuration (26 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
  • startup-baseline
  • startup-baseline_django
  • startup-baseline_flask
  • startup-ddtrace_run
  • startup-ddtrace_run_appsec
  • startup-ddtrace_run_profiling
  • startup-ddtrace_run_runtime_metrics
  • startup-ddtrace_run_send_span
  • startup-ddtrace_run_telemetry_disabled
  • startup-ddtrace_run_telemetry_enabled
  • startup-import_ddtrace
  • startup-import_ddtrace_auto
  • startup-import_ddtrace_auto_django
  • startup-import_ddtrace_auto_flask
  • startup-import_ddtrace_django
  • startup-import_ddtrace_flask

PROFeNoM
PROFeNoM approved these changes Dec 23, 2025
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LGTM :shipit:

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Reviewers

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@avara1986 avara1986 Awaiting requested review from avara1986 avara1986 is a code owner automatically assigned from DataDog/apm-python

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@ZStriker19 @PROFeNoM