feat(lib-injection): enable 3.14 SSI support

[brettlangdon]

Description

Enable injecting into Python 3.14 processes with SSI.

Testing

Risks

Additional Notes

[cit-pr-commenter]

Codeowners resolved as

tests/lib_injection/test_guardrails.py                                  @DataDog/apm-core-python

[pr-commenter]

Performance SLOs

Comparing candidate APMLP-832/ssi.inject.3.14 (957ec9e) with baseline main (1aac0cd)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 103.558µs (SLO: <130.000µs 📉 -20.3%) vs baseline: +3.0%

Memory: ✅ 42.684MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +5.2%

---

✅ add_inplace_aspect

Time: ✅ 101.246µs (SLO: <130.000µs 📉 -22.1%) vs baseline: ~same

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

---

✅ add_inplace_noaspect

Time: ✅ 28.179µs (SLO: <40.000µs 📉 -29.6%) vs baseline: +0.4%

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

---

✅ add_noaspect

Time: ✅ 48.808µs (SLO: <70.000µs 📉 -30.3%) vs baseline: +0.5%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.4%

---

✅ bytearray_aspect

Time: ✅ 257.845µs (SLO: <400.000µs 📉 -35.5%) vs baseline: -0.2%

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

---

✅ bytearray_extend_aspect

Time: ✅ 652.864µs (SLO: <800.000µs 📉 -18.4%) vs baseline: +0.2%

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

---

✅ bytearray_extend_noaspect

Time: ✅ 268.497µs (SLO: <400.000µs 📉 -32.9%) vs baseline: -0.4%

Memory: ✅ 42.644MB (SLO: <43.500MB 🟡 -2.0%) vs baseline: +4.7%

---

✅ bytearray_noaspect

Time: ✅ 141.276µs (SLO: <300.000µs 📉 -52.9%) vs baseline: +1.4%

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

---

✅ bytes_aspect

Time: ✅ 222.145µs (SLO: <300.000µs 📉 -26.0%) vs baseline: -0.5%

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

---

✅ bytes_noaspect

Time: ✅ 133.561µs (SLO: <200.000µs 📉 -33.2%) vs baseline: +0.2%

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

---

✅ bytesio_aspect

Time: ✅ 3.846ms (SLO: <5.000ms 📉 -23.1%) vs baseline: ~same

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

---

✅ bytesio_noaspect

Time: ✅ 320.304µs (SLO: <420.000µs 📉 -23.7%) vs baseline: -0.6%

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

---

✅ capitalize_aspect

Time: ✅ 89.804µs (SLO: <300.000µs 📉 -70.1%) vs baseline: ~same

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

---

✅ capitalize_noaspect

Time: ✅ 252.671µs (SLO: <300.000µs 📉 -15.8%) vs baseline: +1.1%

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

---

✅ casefold_aspect

Time: ✅ 89.624µs (SLO: <500.000µs 📉 -82.1%) vs baseline: -0.6%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.1%

---

✅ casefold_noaspect

Time: ✅ 306.277µs (SLO: <500.000µs 📉 -38.7%) vs baseline: -1.1%

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

---

✅ decode_aspect

Time: ✅ 87.584µs (SLO: <100.000µs 📉 -12.4%) vs baseline: +0.5%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ decode_noaspect

Time: ✅ 153.550µs (SLO: <210.000µs 📉 -26.9%) vs baseline: +0.3%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.1%

---

✅ encode_aspect

Time: ✅ 85.145µs (SLO: <200.000µs 📉 -57.4%) vs baseline: +0.1%

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

---

✅ encode_noaspect

Time: ✅ 139.312µs (SLO: <200.000µs 📉 -30.3%) vs baseline: +1.0%

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

---

✅ format_aspect

Time: ✅ 14.731ms (SLO: <19.200ms 📉 -23.3%) vs baseline: ~same

Memory: ✅ 42.880MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +5.0%

---

✅ format_map_aspect

Time: ✅ 16.428ms (SLO: <21.500ms 📉 -23.6%) vs baseline: -0.1%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.5%

---

✅ format_map_noaspect

Time: ✅ 373.058µs (SLO: <500.000µs 📉 -25.4%) vs baseline: +1.5%

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

---

✅ format_noaspect

Time: ✅ 308.269µs (SLO: <500.000µs 📉 -38.3%) vs baseline: ~same

Memory: ✅ 42.644MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.0%

---

✅ index_aspect

Time: ✅ 133.791µs (SLO: <300.000µs 📉 -55.4%) vs baseline: +8.7%

Memory: ✅ 42.703MB (SLO: <43.250MB 🟡 -1.3%) vs baseline: +5.0%

---

✅ index_noaspect

Time: ✅ 40.540µs (SLO: <300.000µs 📉 -86.5%) vs baseline: ~same

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

---

✅ join_aspect

Time: ✅ 218.830µs (SLO: <300.000µs 📉 -27.1%) vs baseline: +0.9%

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

---

✅ join_noaspect

Time: ✅ 149.606µs (SLO: <300.000µs 📉 -50.1%) vs baseline: +0.5%

Memory: ✅ 42.664MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ ljust_aspect

Time: ✅ 576.353µs (SLO: <700.000µs 📉 -17.7%) vs baseline: 📈 +15.5%

Memory: ✅ 42.743MB (SLO: <43.250MB 🟡 -1.2%) vs baseline: +5.1%

---

✅ ljust_noaspect

Time: ✅ 254.626µs (SLO: <300.000µs 📉 -15.1%) vs baseline: -1.3%

Memory: ✅ 42.664MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ lower_aspect

Time: ✅ 304.673µs (SLO: <500.000µs 📉 -39.1%) vs baseline: +0.5%

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

---

✅ lower_noaspect

Time: ✅ 233.515µs (SLO: <300.000µs 📉 -22.2%) vs baseline: -1.0%

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

---

✅ lstrip_aspect

Time: ✅ 0.271ms (SLO: <3.000ms 📉 -91.0%) vs baseline: -1.2%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ lstrip_noaspect

Time: ✅ 0.179ms (SLO: <3.000ms 📉 -94.0%) vs baseline: +0.8%

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

---

✅ modulo_aspect

Time: ✅ 14.393ms (SLO: <18.750ms 📉 -23.2%) vs baseline: ~same

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.847ms (SLO: <19.350ms 📉 -23.3%) vs baseline: -0.3%

Memory: ✅ 42.821MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ modulo_aspect_for_bytes

Time: ✅ 14.555ms (SLO: <18.900ms 📉 -23.0%) vs baseline: ~same

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +5.1%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.633ms (SLO: <19.150ms 📉 -23.6%) vs baseline: -0.2%

Memory: ✅ 42.782MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +4.5%

---

✅ modulo_noaspect

Time: ✅ 0.361ms (SLO: <3.000ms 📉 -88.0%) vs baseline: +0.6%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.6%

---

✅ replace_aspect

Time: ✅ 18.493ms (SLO: <24.000ms 📉 -22.9%) vs baseline: +0.4%

Memory: ✅ 42.900MB (SLO: <44.000MB -2.5%) vs baseline: +5.3%

---

✅ replace_noaspect

Time: ✅ 285.820µs (SLO: <300.000µs -4.7%) vs baseline: -0.7%

Memory: ✅ 42.664MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ repr_aspect

Time: ✅ 318.922µs (SLO: <420.000µs 📉 -24.1%) vs baseline: ~same

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

---

✅ repr_noaspect

Time: ✅ 46.971µs (SLO: <90.000µs 📉 -47.8%) vs baseline: +0.9%

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

---

✅ rstrip_aspect

Time: ✅ 378.407µs (SLO: <500.000µs 📉 -24.3%) vs baseline: -0.7%

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

---

✅ rstrip_noaspect

Time: ✅ 181.682µs (SLO: <300.000µs 📉 -39.4%) vs baseline: ~same

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ slice_aspect

Time: ✅ 182.790µs (SLO: <300.000µs 📉 -39.1%) vs baseline: +0.2%

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

---

✅ slice_noaspect

Time: ✅ 53.844µs (SLO: <90.000µs 📉 -40.2%) vs baseline: -0.8%

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

---

✅ stringio_aspect

Time: ✅ 4.458ms (SLO: <5.000ms 📉 -10.8%) vs baseline: 📈 +14.2%

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

---

✅ stringio_noaspect

Time: ✅ 355.862µs (SLO: <500.000µs 📉 -28.8%) vs baseline: +0.4%

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

---

✅ strip_aspect

Time: ✅ 269.624µs (SLO: <350.000µs 📉 -23.0%) vs baseline: -0.4%

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

---

✅ strip_noaspect

Time: ✅ 178.171µs (SLO: <240.000µs 📉 -25.8%) vs baseline: -1.0%

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

---

✅ swapcase_aspect

Time: ✅ 344.539µs (SLO: <500.000µs 📉 -31.1%) vs baseline: +0.5%

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

---

✅ swapcase_noaspect

Time: ✅ 269.471µs (SLO: <400.000µs 📉 -32.6%) vs baseline: -0.7%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.1%

---

✅ title_aspect

Time: ✅ 332.853µs (SLO: <500.000µs 📉 -33.4%) vs baseline: -0.4%

Memory: ✅ 42.644MB (SLO: <43.000MB 🟡 -0.8%) vs baseline: +5.0%

---

✅ title_noaspect

Time: ✅ 262.220µs (SLO: <400.000µs 📉 -34.4%) vs baseline: +1.1%

Memory: ✅ 42.723MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.2%

---

✅ translate_aspect

Time: ✅ 501.238µs (SLO: <700.000µs 📉 -28.4%) vs baseline: +0.7%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.1%

---

✅ translate_noaspect

Time: ✅ 424.254µs (SLO: <500.000µs 📉 -15.1%) vs baseline: -1.3%

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

---

✅ upper_aspect

Time: ✅ 304.801µs (SLO: <500.000µs 📉 -39.0%) vs baseline: ~same

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

---

✅ upper_noaspect

Time: ✅ 234.940µs (SLO: <400.000µs 📉 -41.3%) vs baseline: +0.2%

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

---

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 503.442µs (SLO: <700.000µs 📉 -28.1%) vs baseline: 📈 +20.1%

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

---

✅ ospathbasename_noaspect

Time: ✅ 426.689µs (SLO: <700.000µs 📉 -39.0%) vs baseline: +0.2%

Memory: ✅ 42.212MB (SLO: <43.500MB -3.0%) vs baseline: +4.7%

---

✅ ospathjoin_aspect

Time: ✅ 622.389µs (SLO: <700.000µs 📉 -11.1%) vs baseline: -0.5%

Memory: ✅ 42.369MB (SLO: <43.500MB -2.6%) vs baseline: +4.8%

---

✅ ospathjoin_noaspect

Time: ✅ 629.663µs (SLO: <700.000µs 📉 -10.0%) vs baseline: -0.4%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +4.8%

---

✅ ospathnormcase_aspect

Time: ✅ 351.794µs (SLO: <700.000µs 📉 -49.7%) vs baseline: +0.4%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +4.6%

---

✅ ospathnormcase_noaspect

Time: ✅ 354.928µs (SLO: <700.000µs 📉 -49.3%) vs baseline: -0.7%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +4.4%

---

✅ ospathsplit_aspect

Time: ✅ 487.353µs (SLO: <700.000µs 📉 -30.4%) vs baseline: -1.1%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.7%

---

✅ ospathsplit_noaspect

Time: ✅ 496.979µs (SLO: <700.000µs 📉 -29.0%) vs baseline: -0.9%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +5.2%

---

✅ ospathsplitdrive_aspect

Time: ✅ 372.485µs (SLO: <700.000µs 📉 -46.8%) vs baseline: +0.3%

Memory: ✅ 42.349MB (SLO: <43.500MB -2.6%) vs baseline: +4.9%

---

✅ ospathsplitdrive_noaspect

Time: ✅ 73.069µs (SLO: <700.000µs 📉 -89.6%) vs baseline: -0.7%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.4%

---

✅ ospathsplitext_aspect

Time: ✅ 458.156µs (SLO: <700.000µs 📉 -34.5%) vs baseline: +0.1%

Memory: ✅ 42.369MB (SLO: <43.500MB -2.6%) vs baseline: +5.1%

---

✅ ospathsplitext_noaspect

Time: ✅ 460.601µs (SLO: <700.000µs 📉 -34.2%) vs baseline: -0.9%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +5.0%

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.415µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +14.4%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ 1-count-metrics-100-times

Time: ✅ 199.383µs (SLO: <220.000µs -9.4%) vs baseline: ~same

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

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.327µs (SLO: <20.000µs 📉 -83.4%) vs baseline: +0.6%

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

---

✅ 1-distribution-metrics-100-times

Time: ✅ 213.343µs (SLO: <230.000µs -7.2%) vs baseline: -0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.3%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.180µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -0.4%

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

---

✅ 1-gauge-metrics-100-times

Time: ✅ 136.986µs (SLO: <150.000µs -8.7%) vs baseline: +0.4%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.3%

---

✅ 1-rate-metric-1-times

Time: ✅ 3.166µs (SLO: <20.000µs 📉 -84.2%) vs baseline: -0.1%

Memory: ✅ 34.977MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.1%

---

✅ 1-rate-metrics-100-times

Time: ✅ 212.676µs (SLO: <250.000µs 📉 -14.9%) vs baseline: -0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.9%

---

✅ 100-count-metrics-100-times

Time: ✅ 19.901ms (SLO: <22.000ms -9.5%) vs baseline: -0.6%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.6%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.218ms (SLO: <2.550ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.7%

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.417ms (SLO: <1.550ms -8.6%) vs baseline: +0.4%

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

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.177ms (SLO: <2.550ms 📉 -14.6%) vs baseline: +0.4%

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

---

✅ flush-1-metric

Time: ✅ 4.547µs (SLO: <20.000µs 📉 -77.3%) vs baseline: -0.7%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.7%

---

✅ flush-100-metrics

Time: ✅ 173.640µs (SLO: <250.000µs 📉 -30.5%) vs baseline: -0.6%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +4.6%

---

✅ flush-1000-metrics

Time: ✅ 2.189ms (SLO: <2.500ms 📉 -12.4%) vs baseline: +0.1%

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

🟡 Near SLO Breach (14 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.262µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

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

---

✅ context_with_data_no_listeners

Time: ✅ 3.251µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -0.7%

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

---

✅ get_item_exists

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.7%

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

---

✅ get_item_missing

Time: ✅ 0.638µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +1.1%

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

---

✅ set_item

Time: ✅ 24.141µs (SLO: <30.000µs 📉 -19.5%) vs baseline: -0.9%

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

---

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.503ms (SLO: <22.300ms 📉 -12.5%) vs baseline: +0.3%

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

---

✅ exception-replay-enabled

Time: ✅ 1.372ms (SLO: <1.450ms -5.4%) vs baseline: +0.2%

Memory: ✅ 66.347MB (SLO: <67.500MB 🟡 -1.7%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 19.496ms (SLO: <22.250ms 📉 -12.4%) vs baseline: ~same

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

---

✅ profiler

Time: ✅ 15.201ms (SLO: <16.550ms -8.2%) vs baseline: -0.7%

Memory: ✅ 56.382MB (SLO: <57.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ resource-renaming

Time: ✅ 19.528ms (SLO: <21.750ms 📉 -10.2%) vs baseline: +0.5%

Memory: ✅ 68.164MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

---

✅ span-code-origin

Time: ✅ 20.037ms (SLO: <28.200ms 📉 -28.9%) vs baseline: +1.6%

Memory: ✅ 68.081MB (SLO: <71.000MB -4.1%) vs baseline: +4.7%

---

✅ tracer

Time: ✅ 19.377ms (SLO: <21.750ms 📉 -10.9%) vs baseline: -1.0%

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

---

✅ tracer-and-profiler

Time: ✅ 21.541ms (SLO: <23.500ms -8.3%) vs baseline: +0.3%

Memory: ✅ 69.855MB (SLO: <71.000MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.582ms (SLO: <21.500ms -8.9%) vs baseline: -0.2%

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

---

✅ tracer-minimal

Time: ✅ 16.785ms (SLO: <17.500ms -4.1%) vs baseline: ~same

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

---

✅ tracer-native

Time: ✅ 19.528ms (SLO: <21.750ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 68.243MB (SLO: <72.500MB -5.9%) vs baseline: +4.8%

---

✅ tracer-no-caches

Time: ✅ 17.909ms (SLO: <19.650ms -8.9%) vs baseline: ~same

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +5.0%

---

✅ tracer-no-databases

Time: ✅ 19.492ms (SLO: <20.100ms -3.0%) vs baseline: +0.3%

Memory: ✅ 67.810MB (SLO: <70.000MB -3.1%) vs baseline: +4.6%

---

✅ tracer-no-middleware

Time: ✅ 19.274ms (SLO: <21.500ms 📉 -10.4%) vs baseline: +0.2%

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +4.9%

---

✅ tracer-no-templates

Time: ✅ 19.643ms (SLO: <22.000ms 📉 -10.7%) vs baseline: +1.2%

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

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.382ms (SLO: <19.850ms 📉 -17.5%) vs baseline: +0.2%

Memory: ✅ 69.789MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 16.342ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 69.767MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

---

✅ tracer-enabled

Time: ✅ 16.254ms (SLO: <19.450ms 📉 -16.4%) vs baseline: ~same

Memory: ✅ 69.777MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

---

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.071ms (SLO: <2.300ms -9.9%) vs baseline: +0.1%

Memory: ✅ 55.738MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 2.082ms (SLO: <2.250ms -7.5%) vs baseline: +0.3%

Memory: ✅ 55.778MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

---

✅ tracer-enabled

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

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +5.0%

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.376ms (SLO: <4.750ms 📉 -28.9%) vs baseline: ~same

Memory: ✅ 55.729MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 2.858ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.1%

Memory: ✅ 55.745MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.9%

---

✅ appsec-telemetry

Time: ✅ 3.400ms (SLO: <4.750ms 📉 -28.4%) vs baseline: +1.0%

Memory: ✅ 55.687MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +4.8%

---

✅ debugger

Time: ✅ 1.870ms (SLO: <2.000ms -6.5%) vs baseline: +0.2%

Memory: ✅ 47.799MB (SLO: <49.500MB -3.4%) vs baseline: +4.8%

---

✅ iast-get

Time: ✅ 1.869ms (SLO: <2.000ms -6.6%) vs baseline: +0.3%

Memory: ✅ 44.796MB (SLO: <49.000MB -8.6%) vs baseline: +4.9%

---

✅ profiler

Time: ✅ 1.900ms (SLO: <2.100ms -9.5%) vs baseline: -0.2%

Memory: ✅ 48.644MB (SLO: <50.000MB -2.7%) vs baseline: +4.7%

---

✅ resource-renaming

Time: ✅ 3.359ms (SLO: <3.650ms -8.0%) vs baseline: +0.2%

Memory: ✅ 55.743MB (SLO: <56.000MB 🟡 -0.5%) vs baseline: +5.0%

---

✅ tracer

Time: ✅ 3.367ms (SLO: <3.650ms -7.8%) vs baseline: -0.2%

Memory: ✅ 55.744MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.9%

---

✅ tracer-native

Time: ✅ 3.374ms (SLO: <3.650ms -7.6%) vs baseline: +0.2%

Memory: ✅ 55.688MB (SLO: <60.000MB -7.2%) vs baseline: +4.8%

---

🟡 httppropagationextract - 59/59

✅ all_styles_all_headers

Time: ✅ 81.710µs (SLO: <100.000µs 📉 -18.3%) vs baseline: ~same

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

---

✅ b3_headers

Time: ✅ 14.363µs (SLO: <20.000µs 📉 -28.2%) vs baseline: +0.1%

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

---

✅ b3_single_headers

Time: ✅ 13.451µs (SLO: <20.000µs 📉 -32.7%) vs baseline: +0.2%

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

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.847µs (SLO: <80.000µs 📉 -20.2%) vs baseline: ~same

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

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.146µs (SLO: <80.000µs 📉 -17.3%) vs baseline: ~same

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

---

✅ empty_headers

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.1%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 22.744µs (SLO: <30.000µs 📉 -24.2%) vs baseline: +0.6%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.3%

---

✅ invalid_priority_header

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

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

---

✅ invalid_span_id_header

Time: ✅ 6.548µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +1.4%

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

---

✅ invalid_tags_header

Time: ✅ 6.502µs (SLO: <10.000µs 📉 -35.0%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.6%

---

✅ invalid_trace_id_header

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.4%

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

---

✅ large_header_no_matches

Time: ✅ 27.605µs (SLO: <30.000µs -8.0%) vs baseline: -0.6%

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

---

✅ large_valid_headers_all

Time: ✅ 28.704µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.2%

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

---

✅ medium_header_no_matches

Time: ✅ 9.868µs (SLO: <20.000µs 📉 -50.7%) vs baseline: +0.2%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.8%

---

✅ medium_valid_headers_all

Time: ✅ 11.230µs (SLO: <20.000µs 📉 -43.8%) vs baseline: ~same

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

---

✅ none_propagation_style

Time: ✅ 1.716µs (SLO: <10.000µs 📉 -82.8%) vs baseline: +0.6%

---

✅ tracecontext_headers

Time: ✅ 34.873µs (SLO: <40.000µs 📉 -12.8%) vs baseline: ~same

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

---

✅ valid_headers_all

Time: ✅ 6.478µs (SLO: <10.000µs 📉 -35.2%) vs baseline: -0.6%

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

---

✅ valid_headers_basic

Time: ✅ 6.046µs (SLO: <10.000µs 📉 -39.5%) vs baseline: -0.9%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.1%

---

✅ wsgi_empty_headers

Time: ✅ 1.594µs (SLO: <10.000µs 📉 -84.1%) vs baseline: ~same

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.6%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.546µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.3%

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

---

✅ wsgi_invalid_span_id_header

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

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

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.6%

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

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.645µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +0.9%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.643µs (SLO: <40.000µs 📉 -28.4%) vs baseline: -0.5%

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 29.806µs (SLO: <40.000µs 📉 -25.5%) vs baseline: +0.3%

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

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.107µs (SLO: <20.000µs 📉 -49.5%) vs baseline: -0.3%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.544µs (SLO: <20.000µs 📉 -42.3%) vs baseline: -0.5%

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

---

✅ wsgi_valid_headers_all

Time: ✅ 6.556µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.4%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.090µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -0.5%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

---

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.903µs (SLO: <30.000µs 📉 -27.0%) vs baseline: +4.7%

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

---

✅ with_all

Time: ✅ 27.703µs (SLO: <40.000µs 📉 -30.7%) vs baseline: -0.2%

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

---

✅ with_dd_origin

Time: ✅ 24.805µs (SLO: <30.000µs 📉 -17.3%) vs baseline: +0.9%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.5%

---

✅ with_priority_and_origin

Time: ✅ 24.037µs (SLO: <40.000µs 📉 -39.9%) vs baseline: ~same

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

---

✅ with_sampling_priority

Time: ✅ 21.035µs (SLO: <30.000µs 📉 -29.9%) vs baseline: +0.4%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.1%

---

✅ with_tags

Time: ✅ 25.955µs (SLO: <40.000µs 📉 -35.1%) vs baseline: -0.1%

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

---

✅ with_tags_invalid

Time: ✅ 27.373µs (SLO: <40.000µs 📉 -31.6%) vs baseline: -0.6%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.2%

---

✅ with_tags_max_size

Time: ✅ 26.421µs (SLO: <40.000µs 📉 -33.9%) vs baseline: +0.1%

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

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.158ms (SLO: <47.150ms 📉 -14.8%) vs baseline: -0.3%

Memory: ✅ 39.528MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.5%

---

✅ add-metrics

Time: ✅ 260.358ms (SLO: <344.800ms 📉 -24.5%) vs baseline: +0.4%

Memory: ✅ 43.847MB (SLO: <47.500MB -7.7%) vs baseline: +4.7%

---

✅ add-tags

Time: ✅ 319.267ms (SLO: <321.000ms 🟡 -0.5%) vs baseline: +1.0%

Memory: ✅ 43.740MB (SLO: <47.500MB -7.9%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 80.272ms (SLO: <92.350ms 📉 -13.1%) vs baseline: -0.2%

Memory: ✅ 39.962MB (SLO: <46.500MB 📉 -14.1%) vs baseline: +4.9%

---

✅ is-recording

Time: ✅ 38.031ms (SLO: <44.500ms 📉 -14.5%) vs baseline: +0.4%

Memory: ✅ 39.600MB (SLO: <47.500MB 📉 -16.6%) vs baseline: +4.8%

---

✅ record-exception

Time: ✅ 59.262ms (SLO: <67.650ms 📉 -12.4%) vs baseline: +0.8%

Memory: ✅ 40.080MB (SLO: <47.000MB 📉 -14.7%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 44.359ms (SLO: <50.400ms 📉 -12.0%) vs baseline: +0.4%

Memory: ✅ 39.552MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.0%

---

✅ start

Time: ✅ 37.934ms (SLO: <43.450ms 📉 -12.7%) vs baseline: +1.9%

Memory: ✅ 39.603MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 82.723ms (SLO: <88.000ms -6.0%) vs baseline: +0.2%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +4.7%

---

✅ start-finish-telemetry

Time: ✅ 84.512ms (SLO: <89.000ms -5.0%) vs baseline: +0.2%

Memory: ✅ 37.395MB (SLO: <46.500MB 📉 -19.6%) vs baseline: +4.7%

---

✅ update-name

Time: ✅ 38.779ms (SLO: <45.150ms 📉 -14.1%) vs baseline: +0.7%

Memory: ✅ 39.709MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +4.8%

---

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.347µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.1%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +4.7%

---

✅ high_rate_limit

Time: ✅ 2.400µs (SLO: <10.000µs 📉 -76.0%) vs baseline: ~same

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.0%

---

✅ long_window

Time: ✅ 2.338µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.8%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.1%

---

✅ low_rate_limit

Time: ✅ 2.361µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.1%

Memory: ✅ 35.311MB (SLO: <35.500MB 🟡 -0.5%) vs baseline: +5.0%

---

✅ no_rate_limit

Time: ✅ 0.824µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.2%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.0%

---

✅ short_window

Time: ✅ 2.489µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +0.5%

Memory: ✅ 35.271MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.0%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.203ms (SLO: <320.950ms -3.7%) vs baseline: +0.1%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +5.0%

---

✅ deep-profiled

Time: ✅ 325.561ms (SLO: <359.150ms -9.4%) vs baseline: ~same

Memory: ✅ 39.951MB (SLO: <40.500MB 🟡 -1.4%) vs baseline: +4.8%

---

✅ medium

Time: ✅ 6.987ms (SLO: <7.400ms -5.6%) vs baseline: -0.2%

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

---

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +0.7%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +4.8%

---

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.147µs (SLO: <290.000µs 📉 -52.7%) vs baseline: +0.4%

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

---

✅ high_match

Time: ✅ 172.488µs (SLO: <480.000µs 📉 -64.1%) vs baseline: -0.4%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.1%

---

✅ low_match

Time: ✅ 99.227µs (SLO: <120.000µs 📉 -17.3%) vs baseline: +0.8%

Memory: ✅ 603.803MB (SLO: <700.000MB 📉 -13.7%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.644ms (SLO: <8.500ms 📉 -68.9%) vs baseline: -0.7%

Memory: ✅ 71.251MB (SLO: <75.000MB -5.0%) vs baseline: +4.9%

---

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.525µs (SLO: <20.000µs 📉 -47.4%) vs baseline: +0.8%

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

---

✅ all-enabled

Time: ✅ 40.697µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +2.3%

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +5.0%

---

✅ collectipvariant_exists

Time: ✅ 40.859µs (SLO: <50.000µs 📉 -18.3%) vs baseline: -0.1%

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

---

✅ no-collectipvariant

Time: ✅ 39.907µs (SLO: <50.000µs 📉 -20.2%) vs baseline: +0.3%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.5%

---

✅ no-useragentvariant

Time: ✅ 38.604µs (SLO: <50.000µs 📉 -22.8%) vs baseline: +0.2%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.8%

---

✅ obfuscation-no-query

Time: ✅ 40.483µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.2%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.6%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.008µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.1%

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +4.9%

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.582µs (SLO: <90.000µs 📉 -14.9%) vs baseline: +0.2%

Memory: ✅ 35.783MB (SLO: <36.500MB 🟡 -2.0%) vs baseline: +4.8%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.613µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.603µs (SLO: <160.000µs -7.1%) vs baseline: +0.2%

Memory: ✅ 35.842MB (SLO: <36.500MB 🟡 -1.8%) vs baseline: +4.7%

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.063µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 35.842MB (SLO: <36.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ useragentvariant_exists_1

Time: ✅ 39.468µs (SLO: <50.000µs 📉 -21.1%) vs baseline: +0.2%

Memory: ✅ 35.842MB (SLO: <36.000MB 🟡 -0.4%) vs baseline: +4.8%

---

✅ useragentvariant_exists_2

Time: ✅ 40.279µs (SLO: <50.000µs 📉 -19.4%) vs baseline: -0.6%

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

---

✅ useragentvariant_exists_3

Time: ✅ 39.808µs (SLO: <50.000µs 📉 -20.4%) vs baseline: -0.5%

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +4.7%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.428µs (SLO: <50.000µs 📉 -21.1%) vs baseline: +0.2%

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

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.382µs (SLO: <50.000µs 📉 -21.2%) vs baseline: ~same

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +5.0%

---

🟡 span - 26/26

✅ add-event

Time: ✅ 18.127ms (SLO: <22.500ms 📉 -19.4%) vs baseline: -0.4%

Memory: ✅ 37.055MB (SLO: <53.000MB 📉 -30.1%) vs baseline: +4.9%

---

✅ add-metrics

Time: ✅ 88.650ms (SLO: <93.500ms -5.2%) vs baseline: +0.9%

Memory: ✅ 41.197MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.7%

---

✅ add-tags

Time: ✅ 142.029ms (SLO: <155.000ms -8.4%) vs baseline: +0.3%

Memory: ✅ 41.187MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 17.028ms (SLO: <20.500ms 📉 -16.9%) vs baseline: +0.6%

Memory: ✅ 36.941MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.0%

---

✅ is-recording

Time: ✅ 17.209ms (SLO: <20.500ms 📉 -16.1%) vs baseline: -0.4%

Memory: ✅ 36.745MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.2%

---

✅ record-exception

Time: ✅ 36.605ms (SLO: <40.000ms -8.5%) vs baseline: -0.2%

Memory: ✅ 37.495MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.9%

---

✅ set-status

Time: ✅ 18.604ms (SLO: <22.000ms 📉 -15.4%) vs baseline: -0.1%

Memory: ✅ 36.881MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.6%

---

✅ start

Time: ✅ 17.170ms (SLO: <20.500ms 📉 -16.2%) vs baseline: +1.3%

Memory: ✅ 36.785MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 51.161ms (SLO: <52.500ms -2.5%) vs baseline: +0.2%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ start-finish-telemetry

Time: ✅ 52.337ms (SLO: <54.500ms -4.0%) vs baseline: +0.2%

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

---

✅ start-finish-traceid128

Time: ✅ 54.164ms (SLO: <57.000ms -5.0%) vs baseline: +0.2%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ start-traceid128

Time: ✅ 17.270ms (SLO: <22.500ms 📉 -23.2%) vs baseline: -0.2%

Memory: ✅ 36.884MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 17.371ms (SLO: <22.000ms 📉 -21.0%) vs baseline: +0.4%

Memory: ✅ 36.920MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.8%

---

🟡 tracer - 6/6

✅ large

Time: ✅ 29.076ms (SLO: <32.950ms 📉 -11.8%) vs baseline: ~same

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.6%

---

✅ medium

Time: ✅ 2.874ms (SLO: <3.200ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

---

✅ small

Time: ✅ 331.126µs (SLO: <370.000µs 📉 -10.5%) vs baseline: +1.8%

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

⚠️ Unstable Tests (1 suite)

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.325µs (SLO: <170.000µs -8.6%) vs baseline: +0.3%

Memory: ✅ 39.816MB (SLO: <43.000MB -7.4%) vs baseline: +4.5%

---

✅ import_many_cached

Time: ✅ 120.886µs (SLO: <130.000µs -7.0%) vs baseline: -0.3%

Memory: ✅ 39.857MB (SLO: <43.000MB -7.3%) vs baseline: +4.6%

---

✅ import_many_stdlib

Time: ✅ 0.760ms (SLO: <1.750ms 📉 -56.6%) vs baseline: +0.5%

Memory: ✅ 39.905MB (SLO: <43.000MB -7.2%) vs baseline: +4.9%

---

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.3%) vs baseline: +0.5%

Memory: ✅ 39.887MB (SLO: <43.000MB -7.2%) vs baseline: +5.0%

---

✅ import_many_unknown

Time: ✅ 843.807µs (SLO: <890.000µs -5.2%) vs baseline: +1.0%

Memory: ✅ 40.006MB (SLO: <43.000MB -7.0%) vs baseline: +4.7%

---

✅ import_many_unknown_cached

Time: ✅ 796.626µs (SLO: <870.000µs -8.4%) vs baseline: +1.0%

Memory: ✅ 40.044MB (SLO: <43.000MB -6.9%) vs baseline: +5.5%

---

✅ import_one

Time: ✅ 19.719µs (SLO: <30.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 39.816MB (SLO: <43.000MB -7.4%) vs baseline: +5.0%

---

✅ import_one_cache

Time: ✅ 6.262µs (SLO: <10.000µs 📉 -37.4%) vs baseline: -1.0%

Memory: ✅ 39.823MB (SLO: <43.000MB -7.4%) vs baseline: +4.8%

---

✅ import_one_stdlib

Time: ✅ 18.656µs (SLO: <20.000µs -6.7%) vs baseline: +0.2%

Memory: ✅ 39.908MB (SLO: <43.000MB -7.2%) vs baseline: +5.1%

---

✅ import_one_stdlib_cache

Time: ✅ 6.288µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.9%

Memory: ✅ 39.823MB (SLO: <43.000MB -7.4%) vs baseline: +4.3%

---

✅ import_one_unknown

Time: ✅ 45.437µs (SLO: <50.000µs -9.1%) vs baseline: -0.2%

Memory: ✅ 39.865MB (SLO: <43.000MB -7.3%) vs baseline: +4.9%

---

✅ import_one_unknown_cache

Time: ✅ 6.251µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -1.1%

Memory: ✅ 39.884MB (SLO: <43.000MB -7.2%) vs baseline: +4.6%

✅ All Tests Passing (6 suites)

✅ flasksqli - 5/5

✅ appsec-enabled

Time: ✅ 2.060ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.3%

Memory: ✅ 55.699MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.7%

---

✅ iast-enabled

Time: ✅ 2.073ms (SLO: <2.800ms 📉 -26.0%) vs baseline: +0.4%

Memory: ✅ 55.778MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.5%) vs baseline: +0.3%

---

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.759ms (SLO: <4.880ms 📉 -23.0%) vs baseline: +8.0%

Memory: ✅ 42.251MB (SLO: <43.500MB -2.9%) vs baseline: +4.6%

---

✅ re_expand_noaspect

Time: ✅ 3.506ms (SLO: <4.620ms 📉 -24.1%) vs baseline: +0.3%

Memory: ✅ 42.153MB (SLO: <43.500MB -3.1%) vs baseline: +4.6%

---

✅ re_findall_aspect

Time: ✅ 339.255µs (SLO: <450.000µs 📉 -24.6%) vs baseline: -0.5%

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

---

✅ re_findall_noaspect

Time: ✅ 324.815µs (SLO: <430.000µs 📉 -24.5%) vs baseline: +0.2%

Memory: ✅ 42.231MB (SLO: <43.500MB -2.9%) vs baseline: +4.9%

---

✅ re_finditer_aspect

Time: ✅ 450.159µs (SLO: <590.000µs 📉 -23.7%) vs baseline: -0.4%

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +4.8%

---

✅ re_finditer_noaspect

Time: ✅ 329.272µs (SLO: <440.000µs 📉 -25.2%) vs baseline: +0.5%

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

---

✅ re_fullmatch_aspect

Time: ✅ 274.313µs (SLO: <360.000µs 📉 -23.8%) vs baseline: -0.6%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +5.1%

---

✅ re_fullmatch_noaspect

Time: ✅ 306.678µs (SLO: <400.000µs 📉 -23.3%) vs baseline: +0.5%

Memory: ✅ 42.369MB (SLO: <43.500MB -2.6%) vs baseline: +5.1%

---

✅ re_group_aspect

Time: ✅ 477.775µs (SLO: <630.000µs 📉 -24.2%) vs baseline: ~same

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

---

✅ re_group_noaspect

Time: ✅ 484.227µs (SLO: <640.000µs 📉 -24.3%) vs baseline: +0.4%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.9%

---

✅ re_groups_aspect

Time: ✅ 489.552µs (SLO: <650.000µs 📉 -24.7%) vs baseline: -0.7%

Memory: ✅ 42.231MB (SLO: <43.500MB -2.9%) vs baseline: +4.8%

---

✅ re_groups_noaspect

Time: ✅ 497.660µs (SLO: <650.000µs 📉 -23.4%) vs baseline: +0.1%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +5.4%

---

✅ re_match_aspect

Time: ✅ 278.009µs (SLO: <370.000µs 📉 -24.9%) vs baseline: -1.1%

Memory: ✅ 42.369MB (SLO: <43.500MB -2.6%) vs baseline: +5.2%

---

✅ re_match_noaspect

Time: ✅ 304.943µs (SLO: <410.000µs 📉 -25.6%) vs baseline: -0.7%

Memory: ✅ 42.310MB (SLO: <43.500MB -2.7%) vs baseline: +4.6%

---

✅ re_search_aspect

Time: ✅ 264.469µs (SLO: <350.000µs 📉 -24.4%) vs baseline: +1.6%

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

---

✅ re_search_noaspect

Time: ✅ 290.830µs (SLO: <380.000µs 📉 -23.5%) vs baseline: +1.3%

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

---

✅ re_sub_aspect

Time: ✅ 351.448µs (SLO: <460.000µs 📉 -23.6%) vs baseline: +0.4%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +4.7%

---

✅ re_sub_noaspect

Time: ✅ 388.506µs (SLO: <520.000µs 📉 -25.3%) vs baseline: -1.2%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.9%

---

✅ re_subn_aspect

Time: ✅ 374.651µs (SLO: <490.000µs 📉 -23.5%) vs baseline: +1.7%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +5.4%

---

✅ re_subn_noaspect

Time: ✅ 404.638µs (SLO: <530.000µs 📉 -23.7%) vs baseline: -0.4%

Memory: ✅ 42.448MB (SLO: <43.500MB -2.4%) vs baseline: +5.4%

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 158.922µs (SLO: <250.000µs 📉 -36.4%) vs baseline: +5.4%

Memory: ✅ 42.644MB (SLO: <44.000MB -3.1%) vs baseline: +4.9%

---

✅ rsplit_noaspect

Time: ✅ 160.092µs (SLO: <250.000µs 📉 -36.0%) vs baseline: -0.4%

Memory: ✅ 42.546MB (SLO: <44.000MB -3.3%) vs baseline: +4.8%

---

✅ split_aspect

Time: ✅ 152.944µs (SLO: <250.000µs 📉 -38.8%) vs baseline: -0.9%

Memory: ✅ 42.644MB (SLO: <44.000MB -3.1%) vs baseline: +5.0%

---

✅ split_noaspect

Time: ✅ 159.766µs (SLO: <250.000µs 📉 -36.1%) vs baseline: -1.2%

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

---

✅ splitlines_aspect

Time: ✅ 149.559µs (SLO: <250.000µs 📉 -40.2%) vs baseline: +1.1%

Memory: ✅ 42.644MB (SLO: <44.000MB -3.1%) vs baseline: +4.9%

---

✅ splitlines_noaspect

Time: ✅ 153.336µs (SLO: <250.000µs 📉 -38.7%) vs baseline: ~same

Memory: ✅ 42.546MB (SLO: <44.000MB -3.3%) vs baseline: +4.7%

---

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.878µs (SLO: <60.000µs 📉 -18.5%) vs baseline: +0.1%

Memory: ✅ 38.299MB (SLO: <42.000MB -8.8%) vs baseline: +4.6%

---

✅ propagation_enabled

Time: ✅ 137.012µs (SLO: <190.000µs 📉 -27.9%) vs baseline: +0.2%

Memory: ✅ 38.339MB (SLO: <42.000MB -8.7%) vs baseline: +5.1%

---

✅ propagation_enabled_100

Time: ✅ 1.584ms (SLO: <2.300ms 📉 -31.1%) vs baseline: +0.8%

Memory: ✅ 38.299MB (SLO: <42.000MB -8.8%) vs baseline: +4.5%

---

✅ propagation_enabled_1000

Time: ✅ 29.132ms (SLO: <34.550ms 📉 -15.7%) vs baseline: +0.2%

Memory: ✅ 38.712MB (SLO: <42.000MB -7.8%) vs baseline: +5.2%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.611ms (SLO: <42.000ms -3.3%) vs baseline: +0.1%

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +5.1%

---

✅ add-link

Time: ✅ 36.624ms (SLO: <38.550ms -5.0%) vs baseline: +0.4%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.7%

---

✅ add-metrics

Time: ✅ 218.414ms (SLO: <232.000ms -5.9%) vs baseline: +0.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.7%

---

✅ add-tags

Time: ✅ 212.157ms (SLO: <221.600ms -4.3%) vs baseline: ~same

Memory: ✅ 37.827MB (SLO: <39.000MB -3.0%) vs baseline: +4.9%

---

✅ get-context

Time: ✅ 29.252ms (SLO: <31.300ms -6.5%) vs baseline: ~same

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.8%

---

✅ is-recording

Time: ✅ 29.188ms (SLO: <31.000ms -5.8%) vs baseline: ~same

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.5%

---

✅ record-exception

Time: ✅ 63.555ms (SLO: <65.850ms -3.5%) vs baseline: -0.2%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.8%

---

✅ set-status

Time: ✅ 32.091ms (SLO: <34.150ms -6.0%) vs baseline: +0.5%

Memory: ✅ 37.847MB (SLO: <39.000MB -3.0%) vs baseline: +5.1%

---

✅ start

Time: ✅ 29.373ms (SLO: <30.150ms -2.6%) vs baseline: +1.9%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.7%

---

✅ start-finish

Time: ✅ 34.148ms (SLO: <35.350ms -3.4%) vs baseline: +0.2%

Memory: ✅ 37.788MB (SLO: <39.000MB -3.1%) vs baseline: +5.0%

---

✅ start-finish-telemetry

Time: ✅ 34.215ms (SLO: <35.450ms -3.5%) vs baseline: +0.2%

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

---

✅ update-name

Time: ✅ 31.218ms (SLO: <33.400ms -6.5%) vs baseline: ~same

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.8%

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.484ms (SLO: <354.300ms -3.1%) vs baseline: -0.1%

Memory: ✅ 41.504MB (SLO: <43.500MB -4.6%) vs baseline: +4.3%

---

✅ cache_on

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

Memory: ✅ 40.354MB (SLO: <43.000MB -6.2%) vs baseline: +4.7%

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