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chore(ai_guard): migrate Evaluation from typed dict to a real object #15840

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@manuel-alvarez-alvarez manuel-alvarez-alvarez commented Jan 5, 2026

Description

Use a proper object instead of a TypedDict to simplify customer usage.

Testing

Risks

Additional Notes

@manuel-alvarez-alvarez manuel-alvarez-alvarez requested a review from a team as a code owner January 5, 2026 15:37
@manuel-alvarez-alvarez manuel-alvarez-alvarez added changelog/no-changelog A changelog entry is not required for this PR. ASM Application Security Monitoring labels Jan 5, 2026
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Codeowners resolved as

ddtrace/appsec/ai_guard/_api_client.py                                  @DataDog/asm-python
tests/appsec/ai_guard/api/test_api_client.py                            @DataDog/asm-python

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Performance SLOs

Comparing candidate malvarez/ai-guard-evaluation-object (922f65d) with baseline main (f310c58)

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

✅ add_aspect

Time: ✅ 103.941µs (SLO: <130.000µs 📉 -20.0%) vs baseline: +3.3%

Memory: ✅ 42.802MB (SLO: <43.250MB 🟡 -1.0%) vs baseline: +5.1%

✅ add_inplace_aspect

Time: ✅ 101.507µs (SLO: <130.000µs 📉 -21.9%) vs baseline: ~same

Memory: ✅ 42.605MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +4.7%

✅ add_inplace_noaspect

Time: ✅ 28.154µs (SLO: <40.000µs 📉 -29.6%) vs baseline: -0.2%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ add_noaspect

Time: ✅ 48.725µs (SLO: <70.000µs 📉 -30.4%) vs baseline: -0.5%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ bytearray_aspect

Time: ✅ 258.582µs (SLO: <400.000µs 📉 -35.4%) vs baseline: +0.9%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.5%

✅ bytearray_extend_aspect

Time: ✅ 646.889µs (SLO: <800.000µs 📉 -19.1%) vs baseline: -0.8%

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

✅ bytearray_extend_noaspect

Time: ✅ 266.844µs (SLO: <400.000µs 📉 -33.3%) vs baseline: -0.4%

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

✅ bytearray_noaspect

Time: ✅ 141.406µs (SLO: <300.000µs 📉 -52.9%) vs baseline: +0.4%

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

✅ bytes_aspect

Time: ✅ 221.611µs (SLO: <300.000µs 📉 -26.1%) vs baseline: -0.4%

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

✅ bytes_noaspect

Time: ✅ 134.280µs (SLO: <200.000µs 📉 -32.9%) vs baseline: +0.4%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.6%

✅ bytesio_aspect

Time: ✅ 3.850ms (SLO: <5.000ms 📉 -23.0%) vs baseline: -0.3%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +4.6%

✅ bytesio_noaspect

Time: ✅ 321.336µs (SLO: <420.000µs 📉 -23.5%) vs baseline: +0.3%

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

✅ capitalize_aspect

Time: ✅ 90.507µs (SLO: <300.000µs 📉 -69.8%) vs baseline: +0.2%

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

✅ capitalize_noaspect

Time: ✅ 251.725µs (SLO: <300.000µs 📉 -16.1%) vs baseline: +0.5%

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

✅ casefold_aspect

Time: ✅ 90.071µs (SLO: <500.000µs 📉 -82.0%) vs baseline: ~same

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

✅ casefold_noaspect

Time: ✅ 310.392µs (SLO: <500.000µs 📉 -37.9%) vs baseline: -0.4%

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

✅ decode_aspect

Time: ✅ 87.230µs (SLO: <100.000µs 📉 -12.8%) vs baseline: ~same

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ decode_noaspect

Time: ✅ 155.089µs (SLO: <210.000µs 📉 -26.1%) vs baseline: ~same

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

✅ encode_aspect

Time: ✅ 84.801µs (SLO: <200.000µs 📉 -57.6%) vs baseline: -0.6%

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

✅ encode_noaspect

Time: ✅ 138.268µs (SLO: <200.000µs 📉 -30.9%) vs baseline: -0.4%

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

✅ format_aspect

Time: ✅ 14.734ms (SLO: <19.200ms 📉 -23.3%) vs baseline: +0.2%

Memory: ✅ 42.703MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +4.9%

✅ format_map_aspect

Time: ✅ 16.532ms (SLO: <21.500ms 📉 -23.1%) vs baseline: +0.4%

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

✅ format_map_noaspect

Time: ✅ 367.077µs (SLO: <500.000µs 📉 -26.6%) vs baseline: -1.3%

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

✅ format_noaspect

Time: ✅ 306.912µs (SLO: <500.000µs 📉 -38.6%) vs baseline: +0.5%

Memory: ✅ 42.684MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 135.048µs (SLO: <300.000µs 📉 -55.0%) vs baseline: +8.8%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.6%

✅ index_noaspect

Time: ✅ 40.442µs (SLO: <300.000µs 📉 -86.5%) vs baseline: -0.7%

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

✅ join_aspect

Time: ✅ 217.677µs (SLO: <300.000µs 📉 -27.4%) vs baseline: -0.3%

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

✅ join_noaspect

Time: ✅ 150.989µs (SLO: <300.000µs 📉 -49.7%) vs baseline: -0.1%

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

✅ ljust_aspect

Time: ✅ 576.425µs (SLO: <700.000µs 📉 -17.7%) vs baseline: 📈 +15.7%

Memory: ✅ 42.605MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +4.8%

✅ ljust_noaspect

Time: ✅ 255.581µs (SLO: <300.000µs 📉 -14.8%) vs baseline: -0.6%

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

✅ lower_aspect

Time: ✅ 303.103µs (SLO: <500.000µs 📉 -39.4%) vs baseline: ~same

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.8%

✅ lower_noaspect

Time: ✅ 233.907µs (SLO: <300.000µs 📉 -22.0%) vs baseline: ~same

Memory: ✅ 42.644MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.9%

✅ lstrip_aspect

Time: ✅ 0.271ms (SLO: <3.000ms 📉 -91.0%) vs baseline: -0.4%

Memory: ✅ 42.644MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.8%

✅ lstrip_noaspect

Time: ✅ 0.179ms (SLO: <3.000ms 📉 -94.0%) vs baseline: -0.4%

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

✅ modulo_aspect

Time: ✅ 14.428ms (SLO: <18.750ms 📉 -23.0%) vs baseline: +0.6%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.4%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.852ms (SLO: <19.350ms 📉 -23.2%) vs baseline: ~same

Memory: ✅ 42.782MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes

Time: ✅ 14.536ms (SLO: <18.900ms 📉 -23.1%) vs baseline: +0.2%

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

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.668ms (SLO: <19.150ms 📉 -23.4%) vs baseline: -0.3%

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

✅ modulo_noaspect

Time: ✅ 0.357ms (SLO: <3.000ms 📉 -88.1%) vs baseline: -0.2%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ replace_aspect

Time: ✅ 18.520ms (SLO: <24.000ms 📉 -22.8%) vs baseline: +0.3%

Memory: ✅ 42.723MB (SLO: <44.000MB -2.9%) vs baseline: +5.0%

✅ replace_noaspect

Time: ✅ 287.360µs (SLO: <300.000µs -4.2%) vs baseline: +0.5%

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

✅ repr_aspect

Time: ✅ 317.229µs (SLO: <420.000µs 📉 -24.5%) vs baseline: -0.2%

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

✅ repr_noaspect

Time: ✅ 46.534µs (SLO: <90.000µs 📉 -48.3%) vs baseline: -1.2%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.5%

✅ rstrip_aspect

Time: ✅ 375.400µs (SLO: <500.000µs 📉 -24.9%) vs baseline: -0.9%

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

✅ rstrip_noaspect

Time: ✅ 180.872µs (SLO: <300.000µs 📉 -39.7%) vs baseline: -0.3%

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

✅ slice_aspect

Time: ✅ 181.994µs (SLO: <300.000µs 📉 -39.3%) vs baseline: +0.1%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ slice_noaspect

Time: ✅ 54.275µs (SLO: <90.000µs 📉 -39.7%) vs baseline: -0.6%

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

✅ stringio_aspect

Time: ✅ 4.474ms (SLO: <5.000ms 📉 -10.5%) vs baseline: 📈 +14.8%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ stringio_noaspect

Time: ✅ 353.050µs (SLO: <500.000µs 📉 -29.4%) vs baseline: -0.7%

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

✅ strip_aspect

Time: ✅ 269.880µs (SLO: <350.000µs 📉 -22.9%) vs baseline: +0.6%

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

✅ strip_noaspect

Time: ✅ 177.844µs (SLO: <240.000µs 📉 -25.9%) vs baseline: ~same

Memory: ✅ 42.743MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ swapcase_aspect

Time: ✅ 346.507µs (SLO: <500.000µs 📉 -30.7%) vs baseline: +1.2%

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

✅ swapcase_noaspect

Time: ✅ 273.452µs (SLO: <400.000µs 📉 -31.6%) vs baseline: +0.2%

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

✅ title_aspect

Time: ✅ 332.529µs (SLO: <500.000µs 📉 -33.5%) vs baseline: +0.5%

Memory: ✅ 42.625MB (SLO: <43.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 259.407µs (SLO: <400.000µs 📉 -35.1%) vs baseline: -0.5%

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

✅ translate_aspect

Time: ✅ 498.322µs (SLO: <700.000µs 📉 -28.8%) vs baseline: -0.3%

Memory: ✅ 42.566MB (SLO: <43.500MB -2.1%) vs baseline: +4.7%

✅ translate_noaspect

Time: ✅ 423.580µs (SLO: <500.000µs 📉 -15.3%) vs baseline: -1.5%

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

✅ upper_aspect

Time: ✅ 306.249µs (SLO: <500.000µs 📉 -38.8%) vs baseline: -0.3%

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

✅ upper_noaspect

Time: ✅ 233.987µs (SLO: <400.000µs 📉 -41.5%) vs baseline: -0.7%

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

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 505.809µs (SLO: <700.000µs 📉 -27.7%) vs baseline: 📈 +21.3%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +4.6%

✅ ospathbasename_noaspect

Time: ✅ 425.052µs (SLO: <700.000µs 📉 -39.3%) vs baseline: ~same

Memory: ✅ 42.448MB (SLO: <43.500MB -2.4%) vs baseline: +4.8%

✅ ospathjoin_aspect

Time: ✅ 621.465µs (SLO: <700.000µs 📉 -11.2%) vs baseline: -0.2%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +4.6%

✅ ospathjoin_noaspect

Time: ✅ 631.081µs (SLO: <700.000µs -9.8%) vs baseline: ~same

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +4.7%

✅ ospathnormcase_aspect

Time: ✅ 348.825µs (SLO: <700.000µs 📉 -50.2%) vs baseline: ~same

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +4.4%

✅ ospathnormcase_noaspect

Time: ✅ 358.044µs (SLO: <700.000µs 📉 -48.9%) vs baseline: +0.6%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 486.014µs (SLO: <700.000µs 📉 -30.6%) vs baseline: -0.9%

Memory: ✅ 42.467MB (SLO: <43.500MB -2.4%) vs baseline: +5.2%

✅ ospathsplit_noaspect

Time: ✅ 496.743µs (SLO: <700.000µs 📉 -29.0%) vs baseline: -0.4%

Memory: ✅ 42.428MB (SLO: <43.500MB -2.5%) vs baseline: +5.1%

✅ ospathsplitdrive_aspect

Time: ✅ 372.132µs (SLO: <700.000µs 📉 -46.8%) vs baseline: +0.1%

Memory: ✅ 42.526MB (SLO: <43.500MB -2.2%) vs baseline: +5.6%

✅ ospathsplitdrive_noaspect

Time: ✅ 72.877µs (SLO: <700.000µs 📉 -89.6%) vs baseline: +0.4%

Memory: ✅ 42.546MB (SLO: <43.500MB -2.2%) vs baseline: +5.1%

✅ ospathsplitext_aspect

Time: ✅ 455.768µs (SLO: <700.000µs 📉 -34.9%) vs baseline: -0.3%

Memory: ✅ 42.369MB (SLO: <43.500MB -2.6%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 463.268µs (SLO: <700.000µs 📉 -33.8%) vs baseline: +0.6%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +4.8%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.438µs (SLO: <20.000µs 📉 -82.8%) vs baseline: 📈 +13.6%

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

✅ 1-count-metrics-100-times

Time: ✅ 199.272µs (SLO: <220.000µs -9.4%) vs baseline: +0.4%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.375µs (SLO: <20.000µs 📉 -83.1%) vs baseline: ~same

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.6%

✅ 1-distribution-metrics-100-times

Time: ✅ 215.097µs (SLO: <230.000µs -6.5%) vs baseline: +0.1%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.222µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.0%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 136.356µs (SLO: <150.000µs -9.1%) vs baseline: -0.3%

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

✅ 1-rate-metric-1-times

Time: ✅ 3.182µs (SLO: <20.000µs 📉 -84.1%) vs baseline: +0.4%

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

✅ 1-rate-metrics-100-times

Time: ✅ 215.006µs (SLO: <250.000µs 📉 -14.0%) vs baseline: ~same

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ 100-count-metrics-100-times

Time: ✅ 19.967ms (SLO: <22.000ms -9.2%) vs baseline: +0.4%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.220ms (SLO: <2.550ms 📉 -13.0%) vs baseline: +0.7%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.416ms (SLO: <1.550ms -8.7%) vs baseline: +0.8%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ 100-rate-metrics-100-times

Time: ✅ 2.186ms (SLO: <2.550ms 📉 -14.3%) vs baseline: +0.4%

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

✅ flush-1-metric

Time: ✅ 4.530µs (SLO: <20.000µs 📉 -77.3%) vs baseline: +0.4%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.4%

✅ flush-100-metrics

Time: ✅ 174.023µs (SLO: <250.000µs 📉 -30.4%) vs baseline: -0.4%

Memory: ✅ 35.370MB (SLO: <35.500MB 🟡 -0.4%) vs baseline: +5.7%

✅ flush-1000-metrics

Time: ✅ 2.190ms (SLO: <2.500ms 📉 -12.4%) vs baseline: -0.2%

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

🟡 Near SLO Breach (14 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.231µs (SLO: <20.000µs 📉 -33.8%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.294µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +0.9%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ get_item_exists

Time: ✅ 0.585µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.3%

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

✅ get_item_missing

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.4%

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

✅ set_item

Time: ✅ 24.336µs (SLO: <30.000µs 📉 -18.9%) vs baseline: +0.5%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.3%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.553ms (SLO: <22.300ms 📉 -12.3%) vs baseline: ~same

Memory: ✅ 68.243MB (SLO: <70.500MB -3.2%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.369ms (SLO: <1.450ms -5.6%) vs baseline: -0.3%

Memory: ✅ 66.351MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ iast

Time: ✅ 19.637ms (SLO: <22.250ms 📉 -11.7%) vs baseline: +0.4%

Memory: ✅ 68.203MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.265ms (SLO: <16.550ms -7.8%) vs baseline: ~same

Memory: ✅ 56.369MB (SLO: <57.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 19.479ms (SLO: <21.750ms 📉 -10.4%) vs baseline: +0.1%

Memory: ✅ 68.282MB (SLO: <70.500MB -3.1%) vs baseline: +5.0%

✅ span-code-origin

Time: ✅ 20.053ms (SLO: <28.200ms 📉 -28.9%) vs baseline: +1.0%

Memory: ✅ 68.072MB (SLO: <71.000MB -4.1%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.639ms (SLO: <21.750ms -9.7%) vs baseline: +0.6%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.601ms (SLO: <23.500ms -8.1%) vs baseline: -0.2%

Memory: ✅ 69.894MB (SLO: <71.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ tracer-dont-create-db-spans

Time: ✅ 19.657ms (SLO: <21.500ms -8.6%) vs baseline: ~same

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ tracer-minimal

Time: ✅ 16.748ms (SLO: <17.500ms -4.3%) vs baseline: -0.1%

Memory: ✅ 68.105MB (SLO: <70.000MB -2.7%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.398ms (SLO: <21.750ms 📉 -10.8%) vs baseline: ~same

Memory: ✅ 68.243MB (SLO: <72.500MB -5.9%) vs baseline: +5.0%

✅ tracer-no-caches

Time: ✅ 17.915ms (SLO: <19.650ms -8.8%) vs baseline: -0.3%

Memory: ✅ 68.262MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.510ms (SLO: <20.100ms -2.9%) vs baseline: +0.2%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.297ms (SLO: <21.500ms 📉 -10.2%) vs baseline: +0.1%

Memory: ✅ 68.302MB (SLO: <70.000MB -2.4%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 19.628ms (SLO: <22.000ms 📉 -10.8%) vs baseline: +1.3%

Memory: ✅ 68.179MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.310ms (SLO: <19.850ms 📉 -17.8%) vs baseline: -0.4%

Memory: ✅ 69.795MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

✅ errortracking-enabled-user

Time: ✅ 16.326ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.1%

Memory: ✅ 69.721MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 16.246ms (SLO: <19.450ms 📉 -16.5%) vs baseline: ~same

Memory: ✅ 69.836MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.068ms (SLO: <2.300ms 📉 -10.1%) vs baseline: -0.3%

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.074ms (SLO: <2.250ms -7.8%) vs baseline: ~same

Memory: ✅ 55.817MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ tracer-enabled

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

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.391ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.3%

Memory: ✅ 55.736MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 2.863ms (SLO: <6.750ms 📉 -57.6%) vs baseline: +0.4%

Memory: ✅ 55.797MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.381ms (SLO: <4.750ms 📉 -28.8%) vs baseline: +0.4%

Memory: ✅ 55.772MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.868ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 47.819MB (SLO: <49.500MB -3.4%) vs baseline: +4.7%

✅ iast-get

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: ~same

Memory: ✅ 44.750MB (SLO: <49.000MB -8.7%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.900ms (SLO: <2.100ms -9.5%) vs baseline: -0.3%

Memory: ✅ 48.743MB (SLO: <50.000MB -2.5%) vs baseline: +5.1%

✅ resource-renaming

Time: ✅ 3.360ms (SLO: <3.650ms -7.9%) vs baseline: +0.2%

Memory: ✅ 55.772MB (SLO: <56.000MB 🟡 -0.4%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.364ms (SLO: <3.650ms -7.8%) vs baseline: ~same

Memory: ✅ 55.755MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ tracer-native

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

Memory: ✅ 55.760MB (SLO: <60.000MB -7.1%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.4%

Memory: ✅ 55.778MB (SLO: <66.000MB 📉 -15.5%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.069ms (SLO: <2.800ms 📉 -26.1%) vs baseline: -0.1%

Memory: ✅ 55.738MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +4.8%

✅ tracer-enabled

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

Memory: ✅ 55.778MB (SLO: <56.500MB 🟡 -1.3%)

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 85.433µs (SLO: <100.000µs 📉 -14.6%) vs baseline: +5.2%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ b3_headers

Time: ✅ 14.258µs (SLO: <20.000µs 📉 -28.7%) vs baseline: -0.6%

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

✅ b3_single_headers

Time: ✅ 13.389µs (SLO: <20.000µs 📉 -33.1%) vs baseline: -0.5%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.600µs (SLO: <80.000µs 📉 -20.5%) vs baseline: -0.5%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.761µs (SLO: <80.000µs 📉 -17.8%) vs baseline: -0.3%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.2%

✅ empty_headers

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +2.0%

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

✅ full_t_id_datadog_headers

Time: ✅ 22.733µs (SLO: <30.000µs 📉 -24.2%) vs baseline: +0.7%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ invalid_priority_header

Time: ✅ 6.491µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ invalid_span_id_header

Time: ✅ 6.491µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.2%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ invalid_tags_header

Time: ✅ 6.525µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.6%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ invalid_trace_id_header

Time: ✅ 6.558µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.6%

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

✅ large_header_no_matches

Time: ✅ 27.480µs (SLO: <30.000µs -8.4%) vs baseline: -0.3%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.2%

✅ large_valid_headers_all

Time: ✅ 28.853µs (SLO: <40.000µs 📉 -27.9%) vs baseline: +0.1%

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

✅ medium_header_no_matches

Time: ✅ 9.813µs (SLO: <20.000µs 📉 -50.9%) vs baseline: -0.6%

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

✅ medium_valid_headers_all

Time: ✅ 11.218µs (SLO: <20.000µs 📉 -43.9%) vs baseline: -0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ none_propagation_style

Time: ✅ 1.696µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.5%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 34.956µs (SLO: <40.000µs 📉 -12.6%) vs baseline: +0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ valid_headers_all

Time: ✅ 6.513µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.9%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ valid_headers_basic

Time: ✅ 6.029µs (SLO: <10.000µs 📉 -39.7%) vs baseline: -0.3%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_empty_headers

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +1.2%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ wsgi_invalid_priority_header

Time: ✅ 6.605µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +1.0%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.5%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.2%

✅ wsgi_invalid_tags_header

Time: ✅ 6.568µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.7%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.609µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.5%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ wsgi_large_header_no_matches

Time: ✅ 28.918µs (SLO: <40.000µs 📉 -27.7%) vs baseline: +0.7%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.940µs (SLO: <40.000µs 📉 -25.2%) vs baseline: +0.3%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.203µs (SLO: <20.000µs 📉 -49.0%) vs baseline: +0.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.5%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.751µs (SLO: <20.000µs 📉 -41.2%) vs baseline: +0.4%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_valid_headers_all

Time: ✅ 6.552µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ wsgi_valid_headers_basic

Time: ✅ 6.091µs (SLO: <10.000µs 📉 -39.1%) vs baseline: +0.4%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.811µs (SLO: <30.000µs 📉 -27.3%) vs baseline: +4.2%

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

✅ with_all

Time: ✅ 27.703µs (SLO: <40.000µs 📉 -30.7%) vs baseline: +0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ with_dd_origin

Time: ✅ 24.561µs (SLO: <30.000µs 📉 -18.1%) vs baseline: ~same

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

✅ with_priority_and_origin

Time: ✅ 24.000µs (SLO: <40.000µs 📉 -40.0%) vs baseline: -0.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ with_sampling_priority

Time: ✅ 20.833µs (SLO: <30.000µs 📉 -30.6%) vs baseline: -0.2%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.2%

✅ with_tags

Time: ✅ 25.827µs (SLO: <40.000µs 📉 -35.4%) vs baseline: ~same

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

✅ with_tags_invalid

Time: ✅ 27.452µs (SLO: <40.000µs 📉 -31.4%) vs baseline: +0.5%

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

✅ with_tags_max_size

Time: ✅ 26.265µs (SLO: <40.000µs 📉 -34.3%) vs baseline: -0.2%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 35.330MB (SLO: <35.500MB 🟡 -0.5%) vs baseline: +5.6%

✅ high_rate_limit

Time: ✅ 2.415µs (SLO: <10.000µs 📉 -75.8%) vs baseline: -0.3%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.2%

✅ long_window

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

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +5.1%

✅ low_rate_limit

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.3%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.830µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.8%

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.4%

✅ short_window

Time: ✅ 2.496µs (SLO: <10.000µs 📉 -75.0%) vs baseline: ~same

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +5.6%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.228ms (SLO: <320.950ms -3.7%) vs baseline: ~same

Memory: ✅ 36.117MB (SLO: <36.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 324.918ms (SLO: <359.150ms -9.5%) vs baseline: ~same

Memory: ✅ 39.970MB (SLO: <40.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ medium

Time: ✅ 6.992ms (SLO: <7.400ms -5.5%) vs baseline: -0.3%

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

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms -10.0%) vs baseline: +0.7%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.313µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.2%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ high_match

Time: ✅ 172.556µs (SLO: <480.000µs 📉 -64.1%) vs baseline: -0.5%

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

✅ low_match

Time: ✅ 98.543µs (SLO: <120.000µs 📉 -17.9%) vs baseline: -1.0%

Memory: ✅ 603.693MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.662ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.2%

Memory: ✅ 71.241MB (SLO: <75.000MB -5.0%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.475µs (SLO: <20.000µs 📉 -47.6%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.1%

✅ all-enabled

Time: ✅ 40.789µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +2.3%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.611µs (SLO: <50.000µs 📉 -18.8%) vs baseline: -0.4%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.067µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +0.4%

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +5.1%

✅ no-useragentvariant

Time: ✅ 38.722µs (SLO: <50.000µs 📉 -22.6%) vs baseline: ~same

Memory: ✅ 35.861MB (SLO: <36.000MB 🟡 -0.4%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.445µs (SLO: <50.000µs 📉 -19.1%) vs baseline: +0.2%

Memory: ✅ 35.901MB (SLO: <36.000MB 🟡 -0.3%) vs baseline: +5.3%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.886µs (SLO: <90.000µs 📉 -15.7%) vs baseline: +0.2%

Memory: ✅ 35.842MB (SLO: <36.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.351µs (SLO: <90.000µs 📉 -15.2%) vs baseline: ~same

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.8%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.505µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 35.861MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.897µs (SLO: <160.000µs -6.9%) vs baseline: ~same

Memory: ✅ 35.763MB (SLO: <36.500MB -2.0%) vs baseline: +4.7%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.153µs (SLO: <170.000µs -8.7%) vs baseline: +0.1%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.707µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.7%

Memory: ✅ 35.881MB (SLO: <36.000MB 🟡 -0.3%) vs baseline: +5.1%

✅ useragentvariant_exists_2

Time: ✅ 40.661µs (SLO: <50.000µs 📉 -18.7%) vs baseline: +0.4%

Memory: ✅ 35.802MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +4.8%

✅ useragentvariant_exists_3

Time: ✅ 39.997µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.2%

Memory: ✅ 35.861MB (SLO: <36.000MB 🟡 -0.4%) vs baseline: +5.1%

✅ useragentvariant_not_exists_1

Time: ✅ 39.368µs (SLO: <50.000µs 📉 -21.3%) vs baseline: ~same

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.477µs (SLO: <50.000µs 📉 -21.0%) vs baseline: +0.2%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.9%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.174ms (SLO: <22.500ms 📉 -19.2%) vs baseline: -0.5%

Memory: ✅ 37.067MB (SLO: <53.000MB 📉 -30.1%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 88.265ms (SLO: <93.500ms -5.6%) vs baseline: -0.7%

Memory: ✅ 41.189MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 141.932ms (SLO: <155.000ms -8.4%) vs baseline: -0.4%

Memory: ✅ 41.093MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.7%

✅ get-context

Time: ✅ 16.963ms (SLO: <20.500ms 📉 -17.3%) vs baseline: -1.0%

Memory: ✅ 36.801MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 17.153ms (SLO: <20.500ms 📉 -16.3%) vs baseline: -0.5%

Memory: ✅ 36.957MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 36.573ms (SLO: <40.000ms -8.6%) vs baseline: ~same

Memory: ✅ 37.419MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +4.7%

✅ set-status

Time: ✅ 18.686ms (SLO: <22.000ms 📉 -15.1%) vs baseline: ~same

Memory: ✅ 36.899MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.2%

✅ start

Time: ✅ 17.238ms (SLO: <20.500ms 📉 -15.9%) vs baseline: +2.3%

Memory: ✅ 36.913MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 50.847ms (SLO: <52.500ms -3.1%) vs baseline: -0.2%

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

✅ start-finish-telemetry

Time: ✅ 53.260ms (SLO: <54.500ms -2.3%) vs baseline: +2.0%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ start-finish-traceid128

Time: ✅ 54.134ms (SLO: <57.000ms -5.0%) vs baseline: +0.1%

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

✅ start-traceid128

Time: ✅ 17.311ms (SLO: <22.500ms 📉 -23.1%) vs baseline: -0.1%

Memory: ✅ 36.819MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.4%

✅ update-name

Time: ✅ 17.311ms (SLO: <22.000ms 📉 -21.3%) vs baseline: ~same

Memory: ✅ 36.944MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.2%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.212ms (SLO: <32.950ms 📉 -11.3%) vs baseline: ~same

Memory: ✅ 36.156MB (SLO: <36.500MB 🟡 -0.9%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.869ms (SLO: <3.200ms 📉 -10.3%) vs baseline: -0.1%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

✅ small

Time: ✅ 331.109µs (SLO: <370.000µs 📉 -10.5%) vs baseline: +1.5%

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

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

✅ import_many

Time: ✅ 154.953µs (SLO: <170.000µs -8.9%) vs baseline: +0.1%

Memory: ✅ 39.550MB (SLO: <43.000MB -8.0%) vs baseline: +4.4%

✅ import_many_cached

Time: ✅ 121.541µs (SLO: <130.000µs -6.5%) vs baseline: +0.4%

Memory: ✅ 39.552MB (SLO: <43.000MB -8.0%) vs baseline: +5.1%

✅ import_many_stdlib

Time: ✅ 0.759ms (SLO: <1.750ms 📉 -56.6%) vs baseline: +0.1%

Memory: ✅ 39.858MB (SLO: <43.000MB -7.3%) vs baseline: +5.6%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: -0.1%

Memory: ✅ 39.523MB (SLO: <43.000MB -8.1%) vs baseline: +5.0%

✅ import_many_unknown

Time: ✅ 828.194µs (SLO: <890.000µs -6.9%) vs baseline: -1.0%

Memory: ✅ 39.714MB (SLO: <43.000MB -7.6%) vs baseline: +4.8%

✅ import_many_unknown_cached

Time: ✅ 790.568µs (SLO: <870.000µs -9.1%) vs baseline: -0.7%

Memory: ✅ 39.555MB (SLO: <43.000MB -8.0%) vs baseline: +4.4%

✅ import_one

Time: ✅ 19.829µs (SLO: <30.000µs 📉 -33.9%) vs baseline: -0.3%

Memory: ✅ 40.076MB (SLO: <43.000MB -6.8%) vs baseline: +6.5%

✅ import_one_cache

Time: ✅ 6.280µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -0.7%

Memory: ✅ 39.631MB (SLO: <43.000MB -7.8%) vs baseline: +5.2%

✅ import_one_stdlib

Time: ✅ 18.696µs (SLO: <20.000µs -6.5%) vs baseline: -0.1%

Memory: ✅ 39.502MB (SLO: <43.000MB -8.1%) vs baseline: +4.8%

✅ import_one_stdlib_cache

Time: ✅ 6.271µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -0.4%

Memory: ✅ 40.074MB (SLO: <43.000MB -6.8%) vs baseline: +6.2%

✅ import_one_unknown

Time: ✅ 45.600µs (SLO: <50.000µs -8.8%) vs baseline: +0.4%

Memory: ✅ 40.052MB (SLO: <43.000MB -6.9%) vs baseline: +6.0%

✅ import_one_unknown_cache

Time: ✅ 6.315µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.6%

Memory: ✅ 40.011MB (SLO: <43.000MB -7.0%) vs baseline: +6.2%

✅ All Tests Passing (6 suites)
✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.743ms (SLO: <4.880ms 📉 -23.3%) vs baseline: +6.8%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +5.3%

✅ re_expand_noaspect

Time: ✅ 3.504ms (SLO: <4.620ms 📉 -24.2%) vs baseline: -0.4%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +5.2%

✅ re_findall_aspect

Time: ✅ 342.182µs (SLO: <450.000µs 📉 -24.0%) vs baseline: +0.6%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 325.863µs (SLO: <430.000µs 📉 -24.2%) vs baseline: +0.4%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +4.8%

✅ re_finditer_aspect

Time: ✅ 448.294µs (SLO: <590.000µs 📉 -24.0%) vs baseline: -0.5%

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +4.4%

✅ re_finditer_noaspect

Time: ✅ 327.766µs (SLO: <440.000µs 📉 -25.5%) vs baseline: ~same

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +4.3%

✅ re_fullmatch_aspect

Time: ✅ 275.982µs (SLO: <360.000µs 📉 -23.3%) vs baseline: -0.9%

Memory: ✅ 42.507MB (SLO: <43.500MB -2.3%) vs baseline: +5.1%

✅ re_fullmatch_noaspect

Time: ✅ 308.308µs (SLO: <400.000µs 📉 -22.9%) vs baseline: +0.3%

Memory: ✅ 42.310MB (SLO: <43.500MB -2.7%) vs baseline: +4.7%

✅ re_group_aspect

Time: ✅ 478.265µs (SLO: <630.000µs 📉 -24.1%) vs baseline: +0.6%

Memory: ✅ 42.192MB (SLO: <43.500MB -3.0%) vs baseline: +4.7%

✅ re_group_noaspect

Time: ✅ 479.244µs (SLO: <640.000µs 📉 -25.1%) vs baseline: -0.7%

Memory: ✅ 42.192MB (SLO: <43.500MB -3.0%) vs baseline: +4.4%

✅ re_groups_aspect

Time: ✅ 495.349µs (SLO: <650.000µs 📉 -23.8%) vs baseline: +0.7%

Memory: ✅ 42.310MB (SLO: <43.500MB -2.7%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 494.633µs (SLO: <650.000µs 📉 -23.9%) vs baseline: +0.5%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 280.049µs (SLO: <370.000µs 📉 -24.3%) vs baseline: +0.7%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 304.807µs (SLO: <410.000µs 📉 -25.7%) vs baseline: +0.2%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +5.3%

✅ re_search_aspect

Time: ✅ 268.896µs (SLO: <350.000µs 📉 -23.2%) vs baseline: +3.4%

Memory: ✅ 42.310MB (SLO: <43.500MB -2.7%) vs baseline: +5.2%

✅ re_search_noaspect

Time: ✅ 289.913µs (SLO: <380.000µs 📉 -23.7%) vs baseline: +0.8%

Memory: ✅ 42.192MB (SLO: <43.500MB -3.0%) vs baseline: +4.4%

✅ re_sub_aspect

Time: ✅ 352.160µs (SLO: <460.000µs 📉 -23.4%) vs baseline: -0.2%

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +4.9%

✅ re_sub_noaspect

Time: ✅ 392.494µs (SLO: <520.000µs 📉 -24.5%) vs baseline: ~same

Memory: ✅ 42.310MB (SLO: <43.500MB -2.7%) vs baseline: +5.0%

✅ re_subn_aspect

Time: ✅ 373.608µs (SLO: <490.000µs 📉 -23.8%) vs baseline: +0.5%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.5%

✅ re_subn_noaspect

Time: ✅ 403.796µs (SLO: <530.000µs 📉 -23.8%) vs baseline: +0.5%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +5.2%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 156.679µs (SLO: <250.000µs 📉 -37.3%) vs baseline: +3.0%

Memory: ✅ 42.566MB (SLO: <44.000MB -3.3%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 159.520µs (SLO: <250.000µs 📉 -36.2%) vs baseline: -0.4%

Memory: ✅ 42.625MB (SLO: <44.000MB -3.1%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 152.534µs (SLO: <250.000µs 📉 -39.0%) vs baseline: -0.8%

Memory: ✅ 42.585MB (SLO: <44.000MB -3.2%) vs baseline: +4.7%

✅ split_noaspect

Time: ✅ 160.213µs (SLO: <250.000µs 📉 -35.9%) vs baseline: -0.5%

Memory: ✅ 42.566MB (SLO: <44.000MB -3.3%) vs baseline: +4.6%

✅ splitlines_aspect

Time: ✅ 151.345µs (SLO: <250.000µs 📉 -39.5%) vs baseline: +2.1%

Memory: ✅ 42.644MB (SLO: <44.000MB -3.1%) vs baseline: +4.8%

✅ splitlines_noaspect

Time: ✅ 154.896µs (SLO: <250.000µs 📉 -38.0%) vs baseline: +1.6%

Memory: ✅ 42.684MB (SLO: <44.000MB -3.0%) vs baseline: +4.8%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.071µs (SLO: <60.000µs 📉 -18.2%) vs baseline: +0.6%

Memory: ✅ 38.358MB (SLO: <42.000MB -8.7%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 136.480µs (SLO: <190.000µs 📉 -28.2%) vs baseline: -0.6%

Memory: ✅ 38.398MB (SLO: <42.000MB -8.6%) vs baseline: +5.0%

✅ propagation_enabled_100

Time: ✅ 1.578ms (SLO: <2.300ms 📉 -31.4%) vs baseline: -0.3%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: +4.4%

✅ propagation_enabled_1000

Time: ✅ 29.099ms (SLO: <34.550ms 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 38.358MB (SLO: <42.000MB -8.7%) vs baseline: +5.1%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.467ms (SLO: <42.000ms -3.6%) vs baseline: +0.4%

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

✅ add-link

Time: ✅ 36.226ms (SLO: <38.550ms -6.0%) vs baseline: -0.7%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 218.341ms (SLO: <232.000ms -5.9%) vs baseline: -0.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.7%

✅ add-tags

Time: ✅ 211.367ms (SLO: <221.600ms -4.6%) vs baseline: -0.2%

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

✅ get-context

Time: ✅ 29.141ms (SLO: <31.300ms -6.9%) vs baseline: +0.7%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.5%

✅ is-recording

Time: ✅ 29.154ms (SLO: <31.000ms -6.0%) vs baseline: -0.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.6%

✅ record-exception

Time: ✅ 63.296ms (SLO: <65.850ms -3.9%) vs baseline: +0.2%

Memory: ✅ 37.867MB (SLO: <39.000MB -2.9%) vs baseline: +5.2%

✅ set-status

Time: ✅ 31.972ms (SLO: <34.150ms -6.4%) vs baseline: +0.1%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.3%

✅ start

Time: ✅ 29.530ms (SLO: <30.150ms -2.1%) vs baseline: +2.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.4%

✅ start-finish

Time: ✅ 33.829ms (SLO: <35.350ms -4.3%) vs baseline: -0.3%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +5.7%

✅ start-finish-telemetry

Time: ✅ 33.955ms (SLO: <35.450ms -4.2%) vs baseline: -0.2%

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

✅ update-name

Time: ✅ 31.157ms (SLO: <33.400ms -6.7%) vs baseline: -0.2%

Memory: ✅ 37.808MB (SLO: <39.000MB -3.1%) vs baseline: +5.6%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 40.435ms (SLO: <47.150ms 📉 -14.2%) vs baseline: +0.2%

Memory: ✅ 39.543MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 259.904ms (SLO: <344.800ms 📉 -24.6%) vs baseline: ~same

Memory: ✅ 43.727MB (SLO: <47.500MB -7.9%) vs baseline: +4.4%

✅ add-tags

Time: ✅ 314.458ms (SLO: <321.000ms -2.0%) vs baseline: -0.4%

Memory: ✅ 43.780MB (SLO: <47.500MB -7.8%) vs baseline: +4.6%

✅ get-context

Time: ✅ 80.645ms (SLO: <92.350ms 📉 -12.7%) vs baseline: +0.3%

Memory: ✅ 40.005MB (SLO: <46.500MB 📉 -14.0%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 37.807ms (SLO: <44.500ms 📉 -15.0%) vs baseline: -0.5%

Memory: ✅ 39.524MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 58.849ms (SLO: <67.650ms 📉 -13.0%) vs baseline: -0.2%

Memory: ✅ 40.079MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +4.9%

✅ set-status

Time: ✅ 44.355ms (SLO: <50.400ms 📉 -12.0%) vs baseline: -0.2%

Memory: ✅ 39.626MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.2%

✅ start

Time: ✅ 38.054ms (SLO: <43.450ms 📉 -12.4%) vs baseline: +2.8%

Memory: ✅ 39.514MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 82.981ms (SLO: <88.000ms -5.7%) vs baseline: ~same

Memory: ✅ 37.454MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 84.593ms (SLO: <89.000ms -5.0%) vs baseline: +0.2%

Memory: ✅ 37.434MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.7%

✅ update-name

Time: ✅ 38.694ms (SLO: <45.150ms 📉 -14.3%) vs baseline: +0.3%

Memory: ✅ 39.639MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.3%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.745ms (SLO: <354.300ms -3.5%) vs baseline: ~same

Memory: ✅ 41.605MB (SLO: <43.500MB -4.4%) vs baseline: +5.3%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.6%

Memory: ✅ 40.244MB (SLO: <43.000MB -6.4%) vs baseline: +4.8%

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

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@manuel-alvarez-alvarez @avara1986