ci: have riot use pre-built wheels to install base venvs

[brettlangdon]

Description

Testing

Risks

Additional Notes

[cit-pr-commenter]

Codeowners resolved as

scripts/gen_gitlab_config.py                                            @DataDog/apm-core-python

[pr-commenter]

Performance SLOs

Comparing candidate brettlangdon/riot.wheel.source (41419d1) with baseline main (8bb5f11)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 103.348µs (SLO: <130.000µs 📉 -20.5%) vs baseline: +2.1%

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

---

✅ add_inplace_aspect

Time: ✅ 100.917µs (SLO: <130.000µs 📉 -22.4%) vs baseline: +0.5%

Memory: ✅ 42.585MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +4.8%

---

✅ add_inplace_noaspect

Time: ✅ 28.364µs (SLO: <40.000µs 📉 -29.1%) vs baseline: +0.7%

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

---

✅ add_noaspect

Time: ✅ 48.684µs (SLO: <70.000µs 📉 -30.5%) vs baseline: -0.3%

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

---

✅ bytearray_aspect

Time: ✅ 258.927µs (SLO: <400.000µs 📉 -35.3%) vs baseline: +1.1%

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

---

✅ bytearray_extend_aspect

Time: ✅ 652.552µs (SLO: <800.000µs 📉 -18.4%) vs baseline: -0.3%

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

---

✅ bytearray_extend_noaspect

Time: ✅ 266.147µs (SLO: <400.000µs 📉 -33.5%) vs baseline: -0.5%

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

---

✅ bytearray_noaspect

Time: ✅ 140.223µs (SLO: <300.000µs 📉 -53.3%) vs baseline: +0.4%

Memory: ✅ 42.585MB (SLO: <43.500MB -2.1%) vs baseline: +4.6%

---

✅ bytes_aspect

Time: ✅ 220.977µs (SLO: <300.000µs 📉 -26.3%) vs baseline: ~same

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

---

✅ bytes_noaspect

Time: ✅ 134.646µs (SLO: <200.000µs 📉 -32.7%) vs baseline: ~same

Memory: ✅ 42.703MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ bytesio_aspect

Time: ✅ 3.856ms (SLO: <5.000ms 📉 -22.9%) vs baseline: +0.5%

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

---

✅ bytesio_noaspect

Time: ✅ 323.391µs (SLO: <420.000µs 📉 -23.0%) vs baseline: +0.8%

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

---

✅ capitalize_aspect

Time: ✅ 90.373µs (SLO: <300.000µs 📉 -69.9%) vs baseline: +0.3%

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

---

✅ capitalize_noaspect

Time: ✅ 251.054µs (SLO: <300.000µs 📉 -16.3%) vs baseline: +0.3%

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

---

✅ casefold_aspect

Time: ✅ 89.635µs (SLO: <500.000µs 📉 -82.1%) vs baseline: -0.9%

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

---

✅ casefold_noaspect

Time: ✅ 308.114µs (SLO: <500.000µs 📉 -38.4%) vs baseline: -0.5%

Memory: ✅ 42.684MB (SLO: <43.500MB 🟡 -1.9%) vs baseline: +5.0%

---

✅ decode_aspect

Time: ✅ 87.701µs (SLO: <100.000µs 📉 -12.3%) vs baseline: +0.7%

Memory: ✅ 42.762MB (SLO: <43.500MB 🟡 -1.7%) vs baseline: +5.3%

---

✅ decode_noaspect

Time: ✅ 151.927µs (SLO: <210.000µs 📉 -27.7%) vs baseline: -0.7%

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

---

✅ encode_aspect

Time: ✅ 85.036µs (SLO: <200.000µs 📉 -57.5%) vs baseline: -0.2%

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

---

✅ encode_noaspect

Time: ✅ 137.052µs (SLO: <200.000µs 📉 -31.5%) vs baseline: -2.0%

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

---

✅ format_aspect

Time: ✅ 14.704ms (SLO: <19.200ms 📉 -23.4%) vs baseline: ~same

Memory: ✅ 42.723MB (SLO: <43.250MB 🟡 -1.2%) vs baseline: +4.8%

---

✅ format_map_aspect

Time: ✅ 16.486ms (SLO: <21.500ms 📉 -23.3%) vs baseline: +0.3%

Memory: ✅ 42.605MB (SLO: <43.500MB -2.1%) vs baseline: +4.5%

---

✅ format_map_noaspect

Time: ✅ 372.449µs (SLO: <500.000µs 📉 -25.5%) vs baseline: +1.3%

Memory: ✅ 42.585MB (SLO: <43.250MB 🟡 -1.5%) vs baseline: +4.7%

---

✅ format_noaspect

Time: ✅ 304.891µs (SLO: <500.000µs 📉 -39.0%) vs baseline: -0.7%

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

---

✅ index_aspect

Time: ✅ 133.261µs (SLO: <300.000µs 📉 -55.6%) vs baseline: +7.8%

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

---

✅ index_noaspect

Time: ✅ 40.545µs (SLO: <300.000µs 📉 -86.5%) vs baseline: -0.3%

Memory: ✅ 42.703MB (SLO: <43.500MB 🟡 -1.8%) vs baseline: +5.2%

---

✅ join_aspect

Time: ✅ 218.532µs (SLO: <300.000µs 📉 -27.2%) vs baseline: +0.4%

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

---

✅ join_noaspect

Time: ✅ 148.647µs (SLO: <300.000µs 📉 -50.5%) vs baseline: -0.5%

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

---

✅ ljust_aspect

Time: ✅ 573.737µs (SLO: <700.000µs 📉 -18.0%) vs baseline: 📈 +14.6%

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

---

✅ ljust_noaspect

Time: ✅ 254.820µs (SLO: <300.000µs 📉 -15.1%) vs baseline: -0.4%

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

---

✅ lower_aspect

Time: ✅ 303.590µs (SLO: <500.000µs 📉 -39.3%) vs baseline: -1.0%

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

---

✅ lower_noaspect

Time: ✅ 233.335µs (SLO: <300.000µs 📉 -22.2%) vs baseline: -0.2%

Memory: ✅ 42.625MB (SLO: <43.250MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ lstrip_aspect

Time: ✅ 0.271ms (SLO: <3.000ms 📉 -91.0%) vs baseline: -0.3%

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

---

✅ lstrip_noaspect

Time: ✅ 0.178ms (SLO: <3.000ms 📉 -94.1%) vs baseline: -1.4%

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

---

✅ modulo_aspect

Time: ✅ 14.296ms (SLO: <18.750ms 📉 -23.8%) vs baseline: -0.6%

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

---

✅ modulo_aspect_for_bytearray_bytearray

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

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

---

✅ modulo_aspect_for_bytes

Time: ✅ 14.521ms (SLO: <18.900ms 📉 -23.2%) vs baseline: ~same

Memory: ✅ 42.625MB (SLO: <43.500MB -2.0%) vs baseline: +4.5%

---

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.681ms (SLO: <19.150ms 📉 -23.3%) vs baseline: ~same

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +5.4%

---

✅ modulo_noaspect

Time: ✅ 0.356ms (SLO: <3.000ms 📉 -88.1%) vs baseline: -0.2%

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

---

✅ replace_aspect

Time: ✅ 18.468ms (SLO: <24.000ms 📉 -23.1%) vs baseline: ~same

Memory: ✅ 42.723MB (SLO: <44.000MB -2.9%) vs baseline: +5.1%

---

✅ replace_noaspect

Time: ✅ 284.726µs (SLO: <300.000µs -5.1%) vs baseline: ~same

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

---

✅ repr_aspect

Time: ✅ 316.240µs (SLO: <420.000µs 📉 -24.7%) vs baseline: -0.6%

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

---

✅ repr_noaspect

Time: ✅ 46.688µs (SLO: <90.000µs 📉 -48.1%) vs baseline: -0.6%

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

---

✅ rstrip_aspect

Time: ✅ 380.063µs (SLO: <500.000µs 📉 -24.0%) vs baseline: +0.7%

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

---

✅ rstrip_noaspect

Time: ✅ 180.312µs (SLO: <300.000µs 📉 -39.9%) vs baseline: -1.5%

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

---

✅ slice_aspect

Time: ✅ 182.329µs (SLO: <300.000µs 📉 -39.2%) vs baseline: +0.2%

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

---

✅ slice_noaspect

Time: ✅ 53.583µs (SLO: <90.000µs 📉 -40.5%) vs baseline: -0.9%

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

---

✅ stringio_aspect

Time: ✅ 4.475ms (SLO: <5.000ms 📉 -10.5%) vs baseline: 📈 +14.4%

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

---

✅ stringio_noaspect

Time: ✅ 353.985µs (SLO: <500.000µs 📉 -29.2%) vs baseline: -0.1%

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

---

✅ strip_aspect

Time: ✅ 268.854µs (SLO: <350.000µs 📉 -23.2%) vs baseline: -0.9%

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

---

✅ strip_noaspect

Time: ✅ 178.977µs (SLO: <240.000µs 📉 -25.4%) vs baseline: ~same

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

---

✅ swapcase_aspect

Time: ✅ 343.752µs (SLO: <500.000µs 📉 -31.2%) vs baseline: -0.4%

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

---

✅ swapcase_noaspect

Time: ✅ 272.157µs (SLO: <400.000µs 📉 -32.0%) vs baseline: +0.2%

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

---

✅ title_aspect

Time: ✅ 332.903µs (SLO: <500.000µs 📉 -33.4%) vs baseline: -0.6%

Memory: ✅ 42.703MB (SLO: <43.000MB 🟡 -0.7%) vs baseline: +4.9%

---

✅ title_noaspect

Time: ✅ 257.820µs (SLO: <400.000µs 📉 -35.5%) vs baseline: ~same

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

---

✅ translate_aspect

Time: ✅ 501.585µs (SLO: <700.000µs 📉 -28.3%) vs baseline: +0.7%

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

---

✅ translate_noaspect

Time: ✅ 423.440µs (SLO: <500.000µs 📉 -15.3%) vs baseline: -1.4%

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

---

✅ upper_aspect

Time: ✅ 308.698µs (SLO: <500.000µs 📉 -38.3%) vs baseline: -0.7%

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

---

✅ upper_noaspect

Time: ✅ 235.334µs (SLO: <400.000µs 📉 -41.2%) vs baseline: ~same

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

---

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 503.092µs (SLO: <700.000µs 📉 -28.1%) vs baseline: 📈 +19.3%

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

---

✅ ospathbasename_noaspect

Time: ✅ 423.734µs (SLO: <700.000µs 📉 -39.5%) vs baseline: -0.4%

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

---

✅ ospathjoin_aspect

Time: ✅ 620.068µs (SLO: <700.000µs 📉 -11.4%) vs baseline: -0.9%

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

---

✅ ospathjoin_noaspect

Time: ✅ 630.394µs (SLO: <700.000µs -9.9%) vs baseline: +0.4%

Memory: ✅ 42.153MB (SLO: <43.500MB -3.1%) vs baseline: +4.5%

---

✅ ospathnormcase_aspect

Time: ✅ 352.791µs (SLO: <700.000µs 📉 -49.6%) vs baseline: +0.2%

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

---

✅ ospathnormcase_noaspect

Time: ✅ 355.710µs (SLO: <700.000µs 📉 -49.2%) vs baseline: -0.6%

Memory: ✅ 42.448MB (SLO: <43.500MB -2.4%) vs baseline: +5.1%

---

✅ ospathsplit_aspect

Time: ✅ 483.701µs (SLO: <700.000µs 📉 -30.9%) vs baseline: -1.1%

Memory: ✅ 42.271MB (SLO: <43.500MB -2.8%) vs baseline: +4.8%

---

✅ ospathsplit_noaspect

Time: ✅ 492.913µs (SLO: <700.000µs 📉 -29.6%) vs baseline: -1.0%

Memory: ✅ 42.251MB (SLO: <43.500MB -2.9%) vs baseline: +4.5%

---

✅ ospathsplitdrive_aspect

Time: ✅ 370.857µs (SLO: <700.000µs 📉 -47.0%) vs baseline: -0.6%

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

---

✅ ospathsplitdrive_noaspect

Time: ✅ 72.839µs (SLO: <700.000µs 📉 -89.6%) vs baseline: -0.4%

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

---

✅ ospathsplitext_aspect

Time: ✅ 461.507µs (SLO: <700.000µs 📉 -34.1%) vs baseline: +0.7%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +5.1%

---

✅ ospathsplitext_noaspect

Time: ✅ 458.694µs (SLO: <700.000µs 📉 -34.5%) vs baseline: -1.4%

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

---

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.466µs (SLO: <20.000µs 📉 -82.7%) vs baseline: 📈 +13.6%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.1%

---

✅ 1-count-metrics-100-times

Time: ✅ 200.234µs (SLO: <220.000µs -9.0%) vs baseline: -0.5%

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

---

✅ 1-distribution-metric-1-times

Time: ✅ 3.394µs (SLO: <20.000µs 📉 -83.0%) vs baseline: +0.4%

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

---

✅ 1-distribution-metrics-100-times

Time: ✅ 213.929µs (SLO: <230.000µs -7.0%) vs baseline: -0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.5%

---

✅ 1-gauge-metric-1-times

Time: ✅ 2.275µs (SLO: <20.000µs 📉 -88.6%) vs baseline: +0.1%

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

---

✅ 1-gauge-metrics-100-times

Time: ✅ 139.119µs (SLO: <150.000µs -7.3%) vs baseline: +0.2%

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

---

✅ 1-rate-metric-1-times

Time: ✅ 3.218µs (SLO: <20.000µs 📉 -83.9%) vs baseline: +0.4%

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

---

✅ 1-rate-metrics-100-times

Time: ✅ 212.441µs (SLO: <250.000µs 📉 -15.0%) vs baseline: -1.0%

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

---

✅ 100-count-metrics-100-times

Time: ✅ 19.996ms (SLO: <22.000ms -9.1%) vs baseline: -0.3%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.8%

---

✅ 100-distribution-metrics-100-times

Time: ✅ 2.237ms (SLO: <2.550ms 📉 -12.3%) vs baseline: +0.5%

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

---

✅ 100-gauge-metrics-100-times

Time: ✅ 1.425ms (SLO: <1.550ms -8.1%) vs baseline: +1.6%

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

---

✅ 100-rate-metrics-100-times

Time: ✅ 2.178ms (SLO: <2.550ms 📉 -14.6%) vs baseline: -0.2%

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

---

✅ flush-1-metric

Time: ✅ 4.472µs (SLO: <20.000µs 📉 -77.6%) vs baseline: -0.8%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +5.0%

---

✅ flush-100-metrics

Time: ✅ 173.441µs (SLO: <250.000µs 📉 -30.6%) vs baseline: -0.6%

Memory: ✅ 35.370MB (SLO: <35.500MB 🟡 -0.4%) vs baseline: +4.7%

---

✅ flush-1000-metrics

Time: ✅ 2.181ms (SLO: <2.500ms 📉 -12.8%) vs baseline: -0.2%

Memory: ✅ 36.078MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +4.9%

🟡 Near SLO Breach (15 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.265µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

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

---

✅ context_with_data_no_listeners

Time: ✅ 3.302µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.5%

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

---

✅ get_item_exists

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.1%

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

---

✅ get_item_missing

Time: ✅ 0.634µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.1%

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

---

✅ set_item

Time: ✅ 24.149µs (SLO: <30.000µs 📉 -19.5%) vs baseline: -0.3%

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

---

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.563ms (SLO: <22.300ms 📉 -12.3%) vs baseline: +0.7%

Memory: ✅ 68.243MB (SLO: <70.500MB -3.2%) vs baseline: +5.1%

---

✅ exception-replay-enabled

Time: ✅ 1.377ms (SLO: <1.450ms -5.0%) vs baseline: +0.4%

Memory: ✅ 66.271MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +4.8%

---

✅ iast

Time: ✅ 19.589ms (SLO: <22.250ms 📉 -12.0%) vs baseline: ~same

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

---

✅ profiler

Time: ✅ 15.295ms (SLO: <16.550ms -7.6%) vs baseline: +0.3%

Memory: ✅ 56.444MB (SLO: <57.500MB 🟡 -1.8%) vs baseline: +4.9%

---

✅ resource-renaming

Time: ✅ 19.552ms (SLO: <21.750ms 📉 -10.1%) vs baseline: +0.4%

Memory: ✅ 68.184MB (SLO: <70.500MB -3.3%) vs baseline: +4.8%

---

✅ span-code-origin

Time: ✅ 19.947ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.6%

Memory: ✅ 68.089MB (SLO: <71.000MB -4.1%) vs baseline: +4.7%

---

✅ tracer

Time: ✅ 19.577ms (SLO: <21.750ms -10.0%) vs baseline: +0.2%

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.7%

---

✅ tracer-and-profiler

Time: ✅ 21.628ms (SLO: <23.500ms -8.0%) vs baseline: +0.2%

Memory: ✅ 69.894MB (SLO: <71.000MB 🟡 -1.6%) vs baseline: +4.8%

---

✅ tracer-dont-create-db-spans

Time: ✅ 19.656ms (SLO: <21.500ms -8.6%) vs baseline: +0.5%

Memory: ✅ 68.243MB (SLO: <70.000MB -2.5%) vs baseline: +4.8%

---

✅ tracer-minimal

Time: ✅ 16.712ms (SLO: <17.500ms -4.5%) vs baseline: -0.1%

Memory: ✅ 68.223MB (SLO: <70.000MB -2.5%) vs baseline: +4.8%

---

✅ tracer-native

Time: ✅ 19.486ms (SLO: <21.750ms 📉 -10.4%) vs baseline: -0.4%

Memory: ✅ 68.144MB (SLO: <72.500MB -6.0%) vs baseline: +4.8%

---

✅ tracer-no-caches

Time: ✅ 17.893ms (SLO: <19.650ms -8.9%) vs baseline: +0.1%

Memory: ✅ 68.341MB (SLO: <70.000MB -2.4%) vs baseline: +5.2%

---

✅ tracer-no-databases

Time: ✅ 19.434ms (SLO: <20.100ms -3.3%) vs baseline: +0.3%

Memory: ✅ 67.948MB (SLO: <70.000MB -2.9%) vs baseline: +4.9%

---

✅ tracer-no-middleware

Time: ✅ 19.341ms (SLO: <21.500ms 📉 -10.0%) vs baseline: +0.8%

Memory: ✅ 68.341MB (SLO: <70.000MB -2.4%) vs baseline: +5.0%

---

✅ tracer-no-templates

Time: ✅ 19.472ms (SLO: <22.000ms 📉 -11.5%) vs baseline: +0.9%

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

---

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.303ms (SLO: <19.850ms 📉 -17.9%) vs baseline: -0.5%

Memory: ✅ 69.788MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

---

✅ errortracking-enabled-user

Time: ✅ 16.334ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.3%

Memory: ✅ 69.829MB (SLO: <70.000MB 🟡 -0.2%) vs baseline: +4.9%

---

✅ tracer-enabled

Time: ✅ 16.264ms (SLO: <19.450ms 📉 -16.4%) vs baseline: -0.6%

Memory: ✅ 69.749MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

---

🟡 errortrackingflasksqli - 5/5

✅ errortracking-enabled-all

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

Memory: ✅ 55.797MB (SLO: <56.500MB 🟡 -1.2%) vs baseline: +5.0%

---

✅ errortracking-enabled-user

Time: ✅ 2.080ms (SLO: <2.250ms -7.5%) vs baseline: +0.1%

---

✅ tracer-enabled

Time: ✅ 2.062ms (SLO: <2.300ms 📉 -10.4%) vs baseline: ~same

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

---

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.393ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.4%

Memory: ✅ 55.739MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.8%

---

✅ appsec-post

Time: ✅ 2.852ms (SLO: <6.750ms 📉 -57.8%) vs baseline: -0.3%

Memory: ✅ 55.741MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.9%

---

✅ appsec-telemetry

Time: ✅ 3.388ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +1.2%

Memory: ✅ 55.769MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +4.9%

---

✅ debugger

Time: ✅ 1.865ms (SLO: <2.000ms -6.7%) vs baseline: ~same

Memory: ✅ 47.785MB (SLO: <49.500MB -3.5%) vs baseline: +4.9%

---

✅ iast-get

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: +0.1%

Memory: ✅ 44.770MB (SLO: <49.000MB -8.6%) vs baseline: +4.8%

---

✅ profiler

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

Memory: ✅ 48.684MB (SLO: <50.000MB -2.6%) vs baseline: +4.7%

---

✅ resource-renaming

Time: ✅ 3.357ms (SLO: <3.650ms -8.0%) vs baseline: +0.2%

Memory: ✅ 55.750MB (SLO: <56.000MB 🟡 -0.4%) vs baseline: +4.9%

---

✅ tracer

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

Memory: ✅ 55.732MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.9%

---

✅ tracer-native

Time: ✅ 3.367ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.760MB (SLO: <60.000MB -7.1%) vs baseline: +5.0%

---

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.059ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.3%

Memory: ✅ 55.817MB (SLO: <66.000MB 📉 -15.4%) vs baseline: +5.0%

---

✅ iast-enabled

Time: ✅ 2.074ms (SLO: <2.800ms 📉 -25.9%) vs baseline: +0.3%

Memory: ✅ 55.778MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +4.8%

---

✅ tracer-enabled

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

Memory: ✅ 55.699MB (SLO: <56.500MB 🟡 -1.4%) vs baseline: +4.7%

---

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.157µs (SLO: <100.000µs 📉 -17.8%) vs baseline: ~same

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

---

✅ b3_headers

Time: ✅ 14.385µs (SLO: <20.000µs 📉 -28.1%) vs baseline: -0.5%

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

---

✅ b3_single_headers

Time: ✅ 13.387µs (SLO: <20.000µs 📉 -33.1%) vs baseline: -0.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.9%

---

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.116µs (SLO: <80.000µs 📉 -19.9%) vs baseline: ~same

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

---

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.556µs (SLO: <80.000µs 📉 -16.8%) vs baseline: +0.1%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.1%

---

✅ empty_headers

Time: ✅ 1.605µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.6%

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

---

✅ full_t_id_datadog_headers

Time: ✅ 22.813µs (SLO: <30.000µs 📉 -24.0%) vs baseline: +0.1%

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

---

✅ invalid_priority_header

Time: ✅ 6.492µs (SLO: <10.000µs 📉 -35.1%) vs baseline: ~same

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

---

✅ invalid_span_id_header

Time: ✅ 6.513µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.1%

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

---

✅ invalid_tags_header

Time: ✅ 6.486µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.3%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +4.5%

---

✅ invalid_trace_id_header

Time: ✅ 6.549µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.8%

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

---

✅ large_header_no_matches

Time: ✅ 27.595µs (SLO: <30.000µs -8.0%) vs baseline: -0.2%

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

---

✅ large_valid_headers_all

Time: ✅ 28.656µs (SLO: <40.000µs 📉 -28.4%) vs baseline: -0.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +4.5%

---

✅ medium_header_no_matches

Time: ✅ 9.852µs (SLO: <20.000µs 📉 -50.7%) vs baseline: +0.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.0%

---

✅ medium_valid_headers_all

Time: ✅ 11.348µs (SLO: <20.000µs 📉 -43.3%) vs baseline: +0.6%

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

---

✅ none_propagation_style

Time: ✅ 1.702µs (SLO: <10.000µs 📉 -83.0%) vs baseline: ~same

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

---

✅ tracecontext_headers

Time: ✅ 34.716µs (SLO: <40.000µs 📉 -13.2%) vs baseline: -0.2%

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

---

✅ valid_headers_all

Time: ✅ 6.542µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +1.4%

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

---

✅ valid_headers_basic

Time: ✅ 6.091µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -0.2%

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

---

✅ wsgi_empty_headers

Time: ✅ 1.590µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.6%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

---

✅ wsgi_invalid_priority_header

Time: ✅ 6.553µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.5%

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

---

✅ wsgi_invalid_span_id_header

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

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

---

✅ wsgi_invalid_tags_header

Time: ✅ 6.544µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.2%

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

---

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.577µs (SLO: <10.000µs 📉 -34.2%) vs baseline: -0.1%

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

---

✅ wsgi_large_header_no_matches

Time: ✅ 28.744µs (SLO: <40.000µs 📉 -28.1%) vs baseline: ~same

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

---

✅ wsgi_large_valid_headers_all

Time: ✅ 30.037µs (SLO: <40.000µs 📉 -24.9%) vs baseline: +0.2%

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

---

✅ wsgi_medium_header_no_matches

Time: ✅ 10.130µs (SLO: <20.000µs 📉 -49.3%) vs baseline: +0.6%

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

---

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.722µs (SLO: <20.000µs 📉 -41.4%) vs baseline: +0.8%

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

---

✅ wsgi_valid_headers_all

Time: ✅ 6.542µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.6%

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

---

✅ wsgi_valid_headers_basic

Time: ✅ 6.097µs (SLO: <10.000µs 📉 -39.0%) vs baseline: -0.3%

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

---

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.916µs (SLO: <30.000µs 📉 -26.9%) vs baseline: +4.9%

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

---

✅ with_all

Time: ✅ 27.768µs (SLO: <40.000µs 📉 -30.6%) vs baseline: -0.4%

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

---

✅ with_dd_origin

Time: ✅ 24.560µs (SLO: <30.000µs 📉 -18.1%) vs baseline: -0.2%

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

---

✅ with_priority_and_origin

Time: ✅ 23.933µs (SLO: <40.000µs 📉 -40.2%) vs baseline: -0.6%

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

---

✅ with_sampling_priority

Time: ✅ 20.860µs (SLO: <30.000µs 📉 -30.5%) vs baseline: -0.2%

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

---

✅ with_tags

Time: ✅ 25.810µs (SLO: <40.000µs 📉 -35.5%) vs baseline: -0.4%

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

---

✅ with_tags_invalid

Time: ✅ 27.261µs (SLO: <40.000µs 📉 -31.8%) vs baseline: -0.5%

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

---

✅ with_tags_max_size

Time: ✅ 26.245µs (SLO: <40.000µs 📉 -34.4%) vs baseline: -0.2%

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

---

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.182ms (SLO: <47.150ms 📉 -14.8%) vs baseline: -0.2%

Memory: ✅ 39.576MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +4.8%

---

✅ add-metrics

Time: ✅ 260.295ms (SLO: <344.800ms 📉 -24.5%) vs baseline: +0.5%

Memory: ✅ 43.808MB (SLO: <47.500MB -7.8%) vs baseline: +4.5%

---

✅ add-tags

Time: ✅ 315.475ms (SLO: <321.000ms 🟡 -1.7%) vs baseline: -1.0%

Memory: ✅ 43.922MB (SLO: <47.500MB -7.5%) vs baseline: +5.2%

---

✅ get-context

Time: ✅ 80.280ms (SLO: <92.350ms 📉 -13.1%) vs baseline: ~same

Memory: ✅ 40.086MB (SLO: <46.500MB 📉 -13.8%) vs baseline: +5.1%

---

✅ is-recording

Time: ✅ 38.095ms (SLO: <44.500ms 📉 -14.4%) vs baseline: +0.4%

Memory: ✅ 39.705MB (SLO: <47.500MB 📉 -16.4%) vs baseline: +4.8%

---

✅ record-exception

Time: ✅ 58.858ms (SLO: <67.650ms 📉 -13.0%) vs baseline: -0.1%

Memory: ✅ 40.143MB (SLO: <47.000MB 📉 -14.6%) vs baseline: +5.0%

---

✅ set-status

Time: ✅ 44.565ms (SLO: <50.400ms 📉 -11.6%) vs baseline: +0.4%

Memory: ✅ 39.526MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.0%

---

✅ start

Time: ✅ 37.950ms (SLO: <43.450ms 📉 -12.7%) vs baseline: +1.7%

Memory: ✅ 39.584MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +4.9%

---

✅ start-finish

Time: ✅ 83.057ms (SLO: <88.000ms -5.6%) vs baseline: -0.2%

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

---

✅ start-finish-telemetry

Time: ✅ 84.368ms (SLO: <89.000ms -5.2%) vs baseline: ~same

Memory: ✅ 37.415MB (SLO: <46.500MB 📉 -19.5%) vs baseline: +4.9%

---

✅ update-name

Time: ✅ 38.759ms (SLO: <45.150ms 📉 -14.2%) vs baseline: -0.2%

Memory: ✅ 39.709MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +4.9%

---

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.4%

Memory: ✅ 35.252MB (SLO: <35.500MB 🟡 -0.7%) vs baseline: +5.7%

---

✅ high_rate_limit

Time: ✅ 2.411µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.9%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.3%

---

✅ long_window

Time: ✅ 2.359µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.5%

Memory: ✅ 35.232MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.5%

---

✅ low_rate_limit

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

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

---

✅ no_rate_limit

Time: ✅ 0.838µs (SLO: <10.000µs 📉 -91.6%) vs baseline: +0.7%

Memory: ✅ 35.291MB (SLO: <35.500MB 🟡 -0.6%) vs baseline: +5.4%

---

✅ short_window

Time: ✅ 2.487µs (SLO: <10.000µs 📉 -75.1%) vs baseline: -1.1%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.5%

---

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.258ms (SLO: <320.950ms -3.6%) vs baseline: ~same

Memory: ✅ 36.137MB (SLO: <36.500MB 🟡 -1.0%) vs baseline: +5.0%

---

✅ deep-profiled

Time: ✅ 326.184ms (SLO: <359.150ms -9.2%) vs baseline: -0.1%

Memory: ✅ 39.951MB (SLO: <40.500MB 🟡 -1.4%) vs baseline: +5.1%

---

✅ medium

Time: ✅ 6.977ms (SLO: <7.400ms -5.7%) vs baseline: -0.2%

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

---

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +1.0%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +5.3%

---

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.882µs (SLO: <290.000µs 📉 -52.5%) vs baseline: +0.4%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

---

✅ high_match

Time: ✅ 173.033µs (SLO: <480.000µs 📉 -64.0%) vs baseline: -1.1%

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

---

✅ low_match

Time: ✅ 99.120µs (SLO: <120.000µs 📉 -17.4%) vs baseline: ~same

Memory: ✅ 603.837MB (SLO: <700.000MB 📉 -13.7%) vs baseline: +4.9%

---

✅ very_low_match

Time: ✅ 2.642ms (SLO: <8.500ms 📉 -68.9%) vs baseline: -1.5%

Memory: ✅ 71.145MB (SLO: <75.000MB -5.1%) vs baseline: +4.8%

---

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.497µs (SLO: <20.000µs 📉 -47.5%) vs baseline: -0.5%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.7%

---

✅ all-enabled

Time: ✅ 40.601µs (SLO: <50.000µs 📉 -18.8%) vs baseline: +2.4%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.6%

---

✅ collectipvariant_exists

Time: ✅ 40.565µs (SLO: <50.000µs 📉 -18.9%) vs baseline: ~same

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.6%

---

✅ no-collectipvariant

Time: ✅ 39.854µs (SLO: <50.000µs 📉 -20.3%) vs baseline: -0.1%

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.6%

---

✅ no-useragentvariant

Time: ✅ 38.505µs (SLO: <50.000µs 📉 -23.0%) vs baseline: ~same

Memory: ✅ 35.802MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +4.7%

---

✅ obfuscation-no-query

Time: ✅ 40.404µs (SLO: <50.000µs 📉 -19.2%) vs baseline: +0.2%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.7%

---

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.729µs (SLO: <90.000µs 📉 -15.9%) vs baseline: +0.3%

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

---

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.317µs (SLO: <90.000µs 📉 -15.2%) vs baseline: +0.3%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +5.1%

---

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.070µs (SLO: <170.000µs -9.4%) vs baseline: -0.2%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +4.7%

---

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.847µs (SLO: <160.000µs -7.0%) vs baseline: +0.1%

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

---

✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.613µs (SLO: <170.000µs -9.1%) vs baseline: -0.1%

Memory: ✅ 35.802MB (SLO: <36.500MB 🟡 -1.9%) vs baseline: +4.8%

---

✅ useragentvariant_exists_1

Time: ✅ 39.373µs (SLO: <50.000µs 📉 -21.3%) vs baseline: +0.5%

Memory: ✅ 35.822MB (SLO: <36.000MB 🟡 -0.5%) vs baseline: +4.9%

---

✅ useragentvariant_exists_2

Time: ✅ 40.389µs (SLO: <50.000µs 📉 -19.2%) vs baseline: ~same

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

---

✅ useragentvariant_exists_3

Time: ✅ 39.916µs (SLO: <50.000µs 📉 -20.2%) vs baseline: ~same

Memory: ✅ 35.842MB (SLO: <36.000MB 🟡 -0.4%) vs baseline: +5.1%

---

✅ useragentvariant_not_exists_1

Time: ✅ 39.305µs (SLO: <50.000µs 📉 -21.4%) vs baseline: ~same

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.9%

---

✅ useragentvariant_not_exists_2

Time: ✅ 39.440µs (SLO: <50.000µs 📉 -21.1%) vs baseline: +0.5%

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

---

🟡 span - 26/26

✅ add-event

Time: ✅ 18.144ms (SLO: <22.500ms 📉 -19.4%) vs baseline: +0.4%

Memory: ✅ 37.072MB (SLO: <53.000MB 📉 -30.1%) vs baseline: +5.1%

---

✅ add-metrics

Time: ✅ 87.780ms (SLO: <93.500ms -6.1%) vs baseline: -0.2%

Memory: ✅ 41.233MB (SLO: <53.000MB 📉 -22.2%) vs baseline: +4.9%

---

✅ add-tags

Time: ✅ 141.234ms (SLO: <155.000ms -8.9%) vs baseline: -0.1%

Memory: ✅ 41.199MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +4.8%

---

✅ get-context

Time: ✅ 16.972ms (SLO: <20.500ms 📉 -17.2%) vs baseline: ~same

Memory: ✅ 36.785MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.6%

---

✅ is-recording

Time: ✅ 17.193ms (SLO: <20.500ms 📉 -16.1%) vs baseline: ~same

Memory: ✅ 36.923MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 36.340ms (SLO: <40.000ms -9.1%) vs baseline: -0.6%

Memory: ✅ 37.481MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +5.1%

---

✅ set-status

Time: ✅ 18.620ms (SLO: <22.000ms 📉 -15.4%) vs baseline: ~same

Memory: ✅ 36.805MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.8%

---

✅ start

Time: ✅ 17.231ms (SLO: <20.500ms 📉 -15.9%) vs baseline: +2.0%

Memory: ✅ 36.825MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.6%

---

✅ start-finish

Time: ✅ 51.078ms (SLO: <52.500ms -2.7%) vs baseline: ~same

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

---

✅ start-finish-telemetry

Time: ✅ 52.164ms (SLO: <54.500ms -4.3%) vs baseline: -0.2%

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

---

✅ start-finish-traceid128

Time: ✅ 54.196ms (SLO: <57.000ms -4.9%) vs baseline: -0.2%

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

---

✅ start-traceid128

Time: ✅ 17.265ms (SLO: <22.500ms 📉 -23.3%) vs baseline: -0.7%

Memory: ✅ 36.962MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.2%

---

✅ update-name

Time: ✅ 17.260ms (SLO: <22.000ms 📉 -21.5%) vs baseline: -0.4%

Memory: ✅ 36.863MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.7%

---

🟡 tracer - 6/6

✅ large

Time: ✅ 29.014ms (SLO: <32.950ms 📉 -11.9%) vs baseline: -0.6%

Memory: ✅ 36.137MB (SLO: <36.500MB 🟡 -1.0%) vs baseline: +5.1%

---

✅ medium

Time: ✅ 2.883ms (SLO: <3.200ms -9.9%) vs baseline: +0.3%

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

---

✅ small

Time: ✅ 332.449µs (SLO: <370.000µs 📉 -10.1%) vs baseline: +1.4%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.3%

⚠️ Unstable Tests (1 suite)

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.935µs (SLO: <170.000µs -8.9%) vs baseline: -0.4%

Memory: ✅ 39.803MB (SLO: <43.000MB -7.4%) vs baseline: +4.8%

---

✅ import_many_cached

Time: ✅ 121.431µs (SLO: <130.000µs -6.6%) vs baseline: +0.6%

Memory: ✅ 39.866MB (SLO: <43.000MB -7.3%) vs baseline: +5.1%

---

✅ import_many_stdlib

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

Memory: ✅ 39.678MB (SLO: <43.000MB -7.7%) vs baseline: +4.7%

---

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.2%

Memory: ✅ 39.615MB (SLO: <43.000MB -7.9%) vs baseline: +5.0%

---

✅ import_many_unknown

Time: ✅ 832.894µs (SLO: <890.000µs -6.4%) vs baseline: -0.2%

Memory: ✅ 39.929MB (SLO: <43.000MB -7.1%) vs baseline: +4.8%

---

✅ import_many_unknown_cached

Time: ✅ 792.711µs (SLO: <870.000µs -8.9%) vs baseline: -0.3%

Memory: ✅ 39.890MB (SLO: <43.000MB -7.2%) vs baseline: +5.0%

---

✅ import_one

Time: ✅ 19.772µs (SLO: <30.000µs 📉 -34.1%) vs baseline: +0.2%

Memory: ✅ 39.829MB (SLO: <43.000MB -7.4%) vs baseline: +4.2%

---

✅ import_one_cache

Time: ✅ 6.278µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 39.536MB (SLO: <43.000MB -8.1%) vs baseline: +4.2%

---

✅ import_one_stdlib

Time: ✅ 18.752µs (SLO: <20.000µs -6.2%) vs baseline: +0.3%

Memory: ✅ 39.754MB (SLO: <43.000MB -7.5%) vs baseline: +4.5%

---

✅ import_one_stdlib_cache

Time: ✅ 6.284µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 39.643MB (SLO: <43.000MB -7.8%) vs baseline: +4.3%

---

✅ import_one_unknown

Time: ✅ 45.472µs (SLO: <50.000µs -9.1%) vs baseline: +0.4%

Memory: ✅ 39.679MB (SLO: <43.000MB -7.7%) vs baseline: +4.3%

---

✅ import_one_unknown_cache

Time: ✅ 6.341µs (SLO: <10.000µs 📉 -36.6%) vs baseline: +1.4%

Memory: ✅ 39.605MB (SLO: <43.000MB -7.9%) vs baseline: +4.4%

✅ All Tests Passing (5 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.726ms (SLO: <4.880ms 📉 -23.6%) vs baseline: +6.7%

Memory: ✅ 42.251MB (SLO: <43.500MB -2.9%) vs baseline: +4.9%

---

✅ re_expand_noaspect

Time: ✅ 3.482ms (SLO: <4.620ms 📉 -24.6%) vs baseline: -0.5%

Memory: ✅ 42.389MB (SLO: <43.500MB -2.6%) vs baseline: +4.6%

---

✅ re_findall_aspect

Time: ✅ 340.440µs (SLO: <450.000µs 📉 -24.3%) vs baseline: -0.3%

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

---

✅ re_findall_noaspect

Time: ✅ 323.246µs (SLO: <430.000µs 📉 -24.8%) vs baseline: ~same

Memory: ✅ 42.172MB (SLO: <43.500MB -3.1%) vs baseline: +4.4%

---

✅ re_finditer_aspect

Time: ✅ 452.386µs (SLO: <590.000µs 📉 -23.3%) vs baseline: +0.7%

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

---

✅ re_finditer_noaspect

Time: ✅ 328.708µs (SLO: <440.000µs 📉 -25.3%) vs baseline: -0.4%

Memory: ✅ 42.428MB (SLO: <43.500MB -2.5%) vs baseline: +5.0%

---

✅ re_fullmatch_aspect

Time: ✅ 273.464µs (SLO: <360.000µs 📉 -24.0%) vs baseline: +0.2%

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

---

✅ re_fullmatch_noaspect

Time: ✅ 308.088µs (SLO: <400.000µs 📉 -23.0%) vs baseline: +0.9%

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

---

✅ re_group_aspect

Time: ✅ 477.821µs (SLO: <630.000µs 📉 -24.2%) vs baseline: -0.2%

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

---

✅ re_group_noaspect

Time: ✅ 482.126µs (SLO: <640.000µs 📉 -24.7%) vs baseline: -0.4%

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +4.5%

---

✅ re_groups_aspect

Time: ✅ 491.864µs (SLO: <650.000µs 📉 -24.3%) vs baseline: +0.4%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +5.1%

---

✅ re_groups_noaspect

Time: ✅ 495.984µs (SLO: <650.000µs 📉 -23.7%) vs baseline: ~same

Memory: ✅ 42.428MB (SLO: <43.500MB -2.5%) vs baseline: +5.2%

---

✅ re_match_aspect

Time: ✅ 277.645µs (SLO: <370.000µs 📉 -25.0%) vs baseline: +0.2%

Memory: ✅ 42.290MB (SLO: <43.500MB -2.8%) vs baseline: +5.0%

---

✅ re_match_noaspect

Time: ✅ 306.462µs (SLO: <410.000µs 📉 -25.3%) vs baseline: -0.8%

Memory: ✅ 42.212MB (SLO: <43.500MB -3.0%) vs baseline: +4.9%

---

✅ re_search_aspect

Time: ✅ 266.262µs (SLO: <350.000µs 📉 -23.9%) vs baseline: +2.8%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +5.2%

---

✅ re_search_noaspect

Time: ✅ 287.802µs (SLO: <380.000µs 📉 -24.3%) vs baseline: -0.4%

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

---

✅ re_sub_aspect

Time: ✅ 349.322µs (SLO: <460.000µs 📉 -24.1%) vs baseline: -0.9%

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

---

✅ re_sub_noaspect

Time: ✅ 389.782µs (SLO: <520.000µs 📉 -25.0%) vs baseline: -0.9%

Memory: ✅ 42.330MB (SLO: <43.500MB -2.7%) vs baseline: +4.9%

---

✅ re_subn_aspect

Time: ✅ 373.502µs (SLO: <490.000µs 📉 -23.8%) vs baseline: +1.2%

Memory: ✅ 42.408MB (SLO: <43.500MB -2.5%) vs baseline: +5.2%

---

✅ re_subn_noaspect

Time: ✅ 406.923µs (SLO: <530.000µs 📉 -23.2%) vs baseline: +0.6%

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

---

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 155.898µs (SLO: <250.000µs 📉 -37.6%) vs baseline: +3.0%

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

---

✅ rsplit_noaspect

Time: ✅ 159.956µs (SLO: <250.000µs 📉 -36.0%) vs baseline: -0.5%

Memory: ✅ 42.585MB (SLO: <44.000MB -3.2%) vs baseline: +4.9%

---

✅ split_aspect

Time: ✅ 153.717µs (SLO: <250.000µs 📉 -38.5%) vs baseline: +0.8%

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

---

✅ split_noaspect

Time: ✅ 163.140µs (SLO: <250.000µs 📉 -34.7%) vs baseline: +0.9%

Memory: ✅ 42.605MB (SLO: <44.000MB -3.2%) vs baseline: +4.6%

---

✅ splitlines_aspect

Time: ✅ 146.721µs (SLO: <250.000µs 📉 -41.3%) vs baseline: -1.4%

Memory: ✅ 42.664MB (SLO: <44.000MB -3.0%) vs baseline: +5.1%

---

✅ splitlines_noaspect

Time: ✅ 154.136µs (SLO: <250.000µs 📉 -38.3%) vs baseline: ~same

Memory: ✅ 42.625MB (SLO: <44.000MB -3.1%) vs baseline: +4.8%

---

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.905µs (SLO: <60.000µs 📉 -18.5%) vs baseline: +0.2%

Memory: ✅ 38.339MB (SLO: <42.000MB -8.7%) vs baseline: +5.0%

---

✅ propagation_enabled

Time: ✅ 136.709µs (SLO: <190.000µs 📉 -28.0%) vs baseline: ~same

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

---

✅ propagation_enabled_100

Time: ✅ 1.599ms (SLO: <2.300ms 📉 -30.5%) vs baseline: +0.8%

Memory: ✅ 38.457MB (SLO: <42.000MB -8.4%)

---

✅ propagation_enabled_1000

Time: ✅ 29.158ms (SLO: <34.550ms 📉 -15.6%) vs baseline: ~same

Memory: ✅ 38.378MB (SLO: <42.000MB -8.6%) vs baseline: +4.5%

---

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.607ms (SLO: <42.000ms -3.3%) vs baseline: ~same

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.5%

---

✅ add-link

Time: ✅ 36.384ms (SLO: <38.550ms -5.6%) vs baseline: -0.1%

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

---

✅ add-metrics

Time: ✅ 219.545ms (SLO: <232.000ms -5.4%) vs baseline: +0.4%

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

---

✅ add-tags

Time: ✅ 211.890ms (SLO: <221.600ms -4.4%) vs baseline: -0.4%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +4.6%

---

✅ get-context

Time: ✅ 29.264ms (SLO: <31.300ms -6.5%) vs baseline: +1.0%

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

---

✅ is-recording

Time: ✅ 29.143ms (SLO: <31.000ms -6.0%) vs baseline: -0.2%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +4.9%

---

✅ record-exception

Time: ✅ 63.383ms (SLO: <65.850ms -3.7%) vs baseline: -0.1%

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

---

✅ set-status

Time: ✅ 32.191ms (SLO: <34.150ms -5.7%) vs baseline: +0.8%

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

---

✅ start

Time: ✅ 29.498ms (SLO: <30.150ms -2.2%) vs baseline: +2.9%

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

---

✅ start-finish

Time: ✅ 34.121ms (SLO: <35.350ms -3.5%) vs baseline: +0.5%

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

---

✅ start-finish-telemetry

Time: ✅ 33.987ms (SLO: <35.450ms -4.1%) vs baseline: -0.2%

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

---

✅ update-name

Time: ✅ 31.227ms (SLO: <33.400ms -6.5%) vs baseline: +0.8%

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

---

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.914ms (SLO: <354.300ms -3.5%) vs baseline: -0.2%

Memory: ✅ 41.095MB (SLO: <43.500MB -5.5%) vs baseline: +4.8%

---

✅ cache_on

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.5%

Memory: ✅ 39.003MB (SLO: <43.000MB -9.3%) 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