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chore(CI): add benchmark for fork_time#16346

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chore(CI): add benchmark for fork_time#16346
juanjux wants to merge 13 commits intomainfrom
juanjux/fork-benchmarks

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@juanjux juanjux commented Feb 4, 2026

Description

Add a benchmark to measure fork time.

@juanjux
Add benchmark for fork_time
599c82e 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
@juanjux juanjux self-assigned this Feb 4, 2026
@juanjux juanjux requested review from a team as code owners February 4, 2026 15:57
@juanjux juanjux added the changelog/no-changelog A changelog entry is not required for this PR. label Feb 4, 2026
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Codeowners resolved as

benchmarks/fork_time/requirements_scenario.txt                          @DataDog/apm-core-python

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brettlangdon commented Feb 4, 2026

I am not sure I understand this benchmark, why it is set up the way that it is.

for example, we are measuring some timing data in the child process/target and we return an elapsed time back to the parent, but we don't do anything with it?

the way our scenarios are set up, run gets auto-measured for pyperf, but if you need to measure something different that the total run function call time, we can do that too, but we need to override _pyperf function which expects the perf counter timing as the return value.

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Performance SLOs

Comparing candidate juanjux/fork-benchmarks (392ecdb) with baseline main (937997f)

❌ Test Failures (1 suite)
❌ forktime - 0/4

❌ baseline

Time: ❌ 1.937ms (SLO: <1.750ms 📈 +10.7%) vs baseline: +3.7%

Memory: ❌ 29.452MB (SLO: <20.000MB 📈 +47.3%) vs baseline: +5.4%

❌ configured

Time: ❌ 8.616ms (SLO: <4.500ms 📈 +91.5%) vs baseline: +0.3%

Memory: ❌ 57.338MB (SLO: <53.000MB +8.2%) vs baseline: +4.7%

📈 Performance Regressions (4 suites)
📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 105.345µs (SLO: <130.000µs 📉 -19.0%) vs baseline: +4.1%

Memory: ✅ 43.136MB (SLO: <46.000MB -6.2%) vs baseline: +5.3%

✅ add_inplace_aspect

Time: ✅ 102.027µs (SLO: <130.000µs 📉 -21.5%) vs baseline: +0.2%

Memory: ✅ 43.214MB (SLO: <46.000MB -6.1%) vs baseline: +5.4%

✅ add_inplace_noaspect

Time: ✅ 28.141µs (SLO: <40.000µs 📉 -29.6%) vs baseline: +0.4%

Memory: ✅ 43.195MB (SLO: <46.000MB -6.1%) vs baseline: +5.5%

✅ add_noaspect

Time: ✅ 48.839µs (SLO: <70.000µs 📉 -30.2%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

✅ bytearray_aspect

Time: ✅ 251.916µs (SLO: <400.000µs 📉 -37.0%) vs baseline: +0.5%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ bytearray_extend_aspect

Time: ✅ 651.687µs (SLO: <800.000µs 📉 -18.5%) vs baseline: +2.4%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ bytearray_extend_noaspect

Time: ✅ 269.316µs (SLO: <400.000µs 📉 -32.7%) vs baseline: +1.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 139.616µs (SLO: <300.000µs 📉 -53.5%) vs baseline: +1.0%

Memory: ✅ 43.175MB (SLO: <46.000MB -6.1%) vs baseline: +5.1%

✅ bytes_aspect

Time: ✅ 219.688µs (SLO: <300.000µs 📉 -26.8%) vs baseline: +1.0%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.3%

✅ bytes_noaspect

Time: ✅ 134.996µs (SLO: <200.000µs 📉 -32.5%) vs baseline: -0.5%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.1%

✅ bytesio_aspect

Time: ✅ 3.863ms (SLO: <5.000ms 📉 -22.7%) vs baseline: +0.1%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ bytesio_noaspect

Time: ✅ 320.376µs (SLO: <420.000µs 📉 -23.7%) vs baseline: +0.8%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

✅ capitalize_aspect

Time: ✅ 88.211µs (SLO: <300.000µs 📉 -70.6%) vs baseline: +0.4%

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.2%

✅ capitalize_noaspect

Time: ✅ 260.354µs (SLO: <300.000µs 📉 -13.2%) vs baseline: +3.5%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 89.262µs (SLO: <500.000µs 📉 -82.1%) vs baseline: +1.6%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.1%

✅ casefold_noaspect

Time: ✅ 312.226µs (SLO: <500.000µs 📉 -37.6%) vs baseline: +1.5%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

✅ decode_aspect

Time: ✅ 87.126µs (SLO: <100.000µs 📉 -12.9%) vs baseline: ~same

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.2%

✅ decode_noaspect

Time: ✅ 154.570µs (SLO: <210.000µs 📉 -26.4%) vs baseline: +1.3%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.9%

✅ encode_aspect

Time: ✅ 85.157µs (SLO: <200.000µs 📉 -57.4%) vs baseline: ~same

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.4%

✅ encode_noaspect

Time: ✅ 144.552µs (SLO: <200.000µs 📉 -27.7%) vs baseline: +4.1%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

✅ format_aspect

Time: ✅ 14.679ms (SLO: <19.200ms 📉 -23.5%) vs baseline: ~same

Memory: ✅ 43.175MB (SLO: <46.000MB -6.1%) vs baseline: +5.0%

✅ format_map_aspect

Time: ✅ 16.442ms (SLO: <21.500ms 📉 -23.5%) vs baseline: +0.1%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.7%

✅ format_map_noaspect

Time: ✅ 378.701µs (SLO: <500.000µs 📉 -24.3%) vs baseline: +2.2%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +5.1%

✅ format_noaspect

Time: ✅ 306.985µs (SLO: <500.000µs 📉 -38.6%) vs baseline: +1.7%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.1%

✅ index_aspect

Time: ✅ 127.738µs (SLO: <300.000µs 📉 -57.4%) vs baseline: +2.9%

Memory: ✅ 43.136MB (SLO: <46.000MB -6.2%) vs baseline: +5.2%

✅ index_noaspect

Time: ✅ 40.312µs (SLO: <300.000µs 📉 -86.6%) vs baseline: -0.2%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.1%

✅ join_aspect

Time: ✅ 212.991µs (SLO: <300.000µs 📉 -29.0%) vs baseline: -1.6%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.2%

✅ join_noaspect

Time: ✅ 140.495µs (SLO: <300.000µs 📉 -53.2%) vs baseline: -2.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ ljust_aspect

Time: ✅ 602.977µs (SLO: <700.000µs 📉 -13.9%) vs baseline: 📈 +20.1%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

✅ ljust_noaspect

Time: ✅ 254.557µs (SLO: <300.000µs 📉 -15.1%) vs baseline: +0.9%

Memory: ✅ 43.155MB (SLO: <46.000MB -6.2%) vs baseline: +5.4%

✅ lower_aspect

Time: ✅ 298.337µs (SLO: <500.000µs 📉 -40.3%) vs baseline: +1.6%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.2%

✅ lower_noaspect

Time: ✅ 235.354µs (SLO: <300.000µs 📉 -21.5%) vs baseline: +1.9%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

✅ lstrip_aspect

Time: ✅ 0.280ms (SLO: <3.000ms 📉 -90.7%) vs baseline: -0.2%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%

✅ lstrip_noaspect

Time: ✅ 0.180ms (SLO: <3.000ms 📉 -94.0%) vs baseline: -0.5%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 14.368ms (SLO: <18.750ms 📉 -23.4%) vs baseline: ~same

Memory: ✅ 43.195MB (SLO: <46.000MB -6.1%) vs baseline: +5.2%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.809ms (SLO: <19.350ms 📉 -23.5%) vs baseline: -0.8%

Memory: ✅ 43.195MB (SLO: <46.000MB -6.1%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes

Time: ✅ 14.401ms (SLO: <18.900ms 📉 -23.8%) vs baseline: -0.3%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.669ms (SLO: <19.150ms 📉 -23.4%) vs baseline: +0.3%

Memory: ✅ 43.155MB (SLO: <46.000MB -6.2%) vs baseline: +4.9%

✅ modulo_noaspect

Time: ✅ 0.361ms (SLO: <3.000ms 📉 -88.0%) vs baseline: +1.4%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ replace_aspect

Time: ✅ 18.350ms (SLO: <24.000ms 📉 -23.5%) vs baseline: -0.7%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.0%

✅ replace_noaspect

Time: ✅ 280.774µs (SLO: <300.000µs -6.4%) vs baseline: -1.1%

Memory: ✅ 43.234MB (SLO: <46.000MB -6.0%) vs baseline: +5.3%

✅ repr_aspect

Time: ✅ 314.337µs (SLO: <420.000µs 📉 -25.2%) vs baseline: -2.0%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

✅ repr_noaspect

Time: ✅ 46.522µs (SLO: <90.000µs 📉 -48.3%) vs baseline: -0.3%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

✅ rstrip_aspect

Time: ✅ 392.807µs (SLO: <500.000µs 📉 -21.4%) vs baseline: -1.2%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 186.200µs (SLO: <300.000µs 📉 -37.9%) vs baseline: +0.8%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.9%

✅ slice_aspect

Time: ✅ 183.523µs (SLO: <300.000µs 📉 -38.8%) vs baseline: -2.1%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ slice_noaspect

Time: ✅ 54.317µs (SLO: <90.000µs 📉 -39.6%) vs baseline: +1.0%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ stringio_aspect

Time: ✅ 4.530ms (SLO: <5.000ms -9.4%) vs baseline: 📈 +15.9%

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ stringio_noaspect

Time: ✅ 358.174µs (SLO: <500.000µs 📉 -28.4%) vs baseline: +3.6%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.8%

✅ strip_aspect

Time: ✅ 274.717µs (SLO: <350.000µs 📉 -21.5%) vs baseline: -1.4%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.7%

✅ strip_noaspect

Time: ✅ 177.882µs (SLO: <240.000µs 📉 -25.9%) vs baseline: -1.5%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.7%

✅ swapcase_aspect

Time: ✅ 340.672µs (SLO: <500.000µs 📉 -31.9%) vs baseline: +2.5%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ swapcase_noaspect

Time: ✅ 275.349µs (SLO: <400.000µs 📉 -31.2%) vs baseline: +1.1%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.3%

✅ title_aspect

Time: ✅ 324.907µs (SLO: <500.000µs 📉 -35.0%) vs baseline: +1.1%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.3%

✅ title_noaspect

Time: ✅ 262.713µs (SLO: <400.000µs 📉 -34.3%) vs baseline: +3.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ translate_aspect

Time: ✅ 504.412µs (SLO: <700.000µs 📉 -27.9%) vs baseline: +3.7%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +5.0%

✅ translate_noaspect

Time: ✅ 427.077µs (SLO: <500.000µs 📉 -14.6%) vs baseline: +1.5%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

✅ upper_aspect

Time: ✅ 298.495µs (SLO: <500.000µs 📉 -40.3%) vs baseline: +1.9%

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ upper_noaspect

Time: ✅ 235.383µs (SLO: <400.000µs 📉 -41.2%) vs baseline: +1.8%

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 506.539µs (SLO: <700.000µs 📉 -27.6%) vs baseline: 📈 +18.4%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 428.977µs (SLO: <700.000µs 📉 -38.7%) vs baseline: -1.6%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.7%

✅ ospathjoin_aspect

Time: ✅ 618.839µs (SLO: <700.000µs 📉 -11.6%) vs baseline: -0.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.3%

✅ ospathjoin_noaspect

Time: ✅ 626.167µs (SLO: <700.000µs 📉 -10.5%) vs baseline: -0.7%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.8%

✅ ospathnormcase_aspect

Time: ✅ 350.368µs (SLO: <700.000µs 📉 -49.9%) vs baseline: -2.5%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 356.095µs (SLO: <700.000µs 📉 -49.1%) vs baseline: -2.8%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ ospathsplit_aspect

Time: ✅ 487.903µs (SLO: <700.000µs 📉 -30.3%) vs baseline: -0.9%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.1%

✅ ospathsplit_noaspect

Time: ✅ 498.533µs (SLO: <700.000µs 📉 -28.8%) vs baseline: +0.4%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ ospathsplitdrive_aspect

Time: ✅ 370.801µs (SLO: <700.000µs 📉 -47.0%) vs baseline: -1.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.7%

✅ ospathsplitdrive_noaspect

Time: ✅ 73.149µs (SLO: <700.000µs 📉 -89.6%) vs baseline: +0.7%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.9%

✅ ospathsplitext_aspect

Time: ✅ 460.933µs (SLO: <700.000µs 📉 -34.2%) vs baseline: -0.4%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

✅ ospathsplitext_noaspect

Time: ✅ 467.042µs (SLO: <700.000µs 📉 -33.3%) vs baseline: +0.4%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.1%

📈 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 168.920µs (SLO: <250.000µs 📉 -32.4%) vs baseline: 📈 +15.5%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 167.743µs (SLO: <250.000µs 📉 -32.9%) vs baseline: +9.3%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ split_aspect

Time: ✅ 151.930µs (SLO: <250.000µs 📉 -39.2%) vs baseline: +4.6%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

✅ split_noaspect

Time: ✅ 164.892µs (SLO: <250.000µs 📉 -34.0%) vs baseline: +9.0%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

✅ splitlines_aspect

Time: ✅ 151.330µs (SLO: <250.000µs 📉 -39.5%) vs baseline: +5.0%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 161.809µs (SLO: <250.000µs 📉 -35.3%) vs baseline: +8.3%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.1%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.543µs (SLO: <20.000µs 📉 -82.3%) vs baseline: 📈 +22.8%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.7%

✅ 1-count-metrics-100-times

Time: ✅ 207.220µs (SLO: <220.000µs -5.8%) vs baseline: +3.5%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.2%

✅ 1-distribution-metric-1-times

Time: ✅ 3.388µs (SLO: <20.000µs 📉 -83.1%) vs baseline: +6.2%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%

✅ 1-distribution-metrics-100-times

Time: ✅ 219.680µs (SLO: <230.000µs -4.5%) vs baseline: +3.6%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.202µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +1.2%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.390µs (SLO: <150.000µs -9.1%) vs baseline: -1.4%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.0%

✅ 1-rate-metric-1-times

Time: ✅ 3.200µs (SLO: <20.000µs 📉 -84.0%) vs baseline: +5.7%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.3%

✅ 1-rate-metrics-100-times

Time: ✅ 222.431µs (SLO: <250.000µs 📉 -11.0%) vs baseline: +4.5%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.9%

✅ 100-count-metrics-100-times

Time: ✅ 20.272ms (SLO: <22.000ms -7.9%) vs baseline: +1.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.279ms (SLO: <2.550ms 📉 -10.6%) vs baseline: +2.1%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.401ms (SLO: <1.550ms -9.6%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.222ms (SLO: <2.550ms 📉 -12.9%) vs baseline: +1.7%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.1%

✅ flush-1-metric

Time: ✅ 4.642µs (SLO: <20.000µs 📉 -76.8%) vs baseline: +2.4%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +5.1%

✅ flush-100-metrics

Time: ✅ 173.519µs (SLO: <250.000µs 📉 -30.6%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.2%

✅ flush-1000-metrics

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

Memory: ✅ 36.412MB (SLO: <38.750MB -6.0%) vs baseline: +4.9%

⚠️ Unstable Tests (2 suites)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.297µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.6%

Memory: ✅ 35.271MB (SLO: <38.000MB -7.2%) vs baseline: +5.2%

✅ context_with_data_no_listeners

Time: ✅ 3.311µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +1.7%

Memory: ✅ 35.370MB (SLO: <38.000MB -6.9%) vs baseline: +5.3%

✅ get_item_exists

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

Memory: ✅ 35.232MB (SLO: <38.000MB -7.3%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.641µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +1.1%

Memory: ✅ 35.330MB (SLO: <38.000MB -7.0%) vs baseline: +5.0%

✅ set_item

Time: ✅ 24.303µs (SLO: <30.000µs 📉 -19.0%) vs baseline: +0.8%

Memory: ✅ 35.252MB (SLO: <38.000MB -7.2%) vs baseline: +5.0%

⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 158.353µs (SLO: <170.000µs -6.9%) vs baseline: +2.1%

Memory: ✅ 40.282MB (SLO: <46.000MB 📉 -12.4%) vs baseline: +5.1%

✅ import_many_cached

Time: ✅ 121.415µs (SLO: <130.000µs -6.6%) vs baseline: +0.5%

Memory: ✅ 40.514MB (SLO: <46.000MB 📉 -11.9%) vs baseline: +5.4%

✅ import_many_stdlib

Time: ✅ 0.764ms (SLO: <1.750ms 📉 -56.4%) vs baseline: ~same

Memory: ✅ 40.295MB (SLO: <46.000MB 📉 -12.4%) vs baseline: +4.3%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.175ms (SLO: <1.100ms 📉 -84.1%) vs baseline: -0.1%

Memory: ✅ 40.104MB (SLO: <46.000MB 📉 -12.8%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 840.984µs (SLO: <890.000µs -5.5%) vs baseline: +1.5%

Memory: ✅ 40.477MB (SLO: <46.000MB 📉 -12.0%) vs baseline: +5.4%

✅ import_many_unknown_cached

Time: ✅ 785.224µs (SLO: <870.000µs -9.7%) vs baseline: -1.3%

Memory: ✅ 40.558MB (SLO: <46.000MB 📉 -11.8%) vs baseline: +5.5%

✅ import_one

Time: ✅ 19.807µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.2%

Memory: ✅ 40.462MB (SLO: <46.000MB 📉 -12.0%) vs baseline: +5.2%

✅ import_one_cache

Time: ✅ 6.324µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.6%

Memory: ✅ 40.294MB (SLO: <46.000MB 📉 -12.4%) vs baseline: +4.7%

✅ import_one_stdlib

Time: ✅ 18.652µs (SLO: <20.000µs -6.7%) vs baseline: -0.4%

Memory: ✅ 40.328MB (SLO: <46.000MB 📉 -12.3%) vs baseline: +5.0%

✅ import_one_stdlib_cache

Time: ✅ 6.287µs (SLO: <10.000µs 📉 -37.1%) vs baseline: -0.6%

Memory: ✅ 40.298MB (SLO: <46.000MB 📉 -12.4%) vs baseline: +5.3%

✅ import_one_unknown

Time: ✅ 45.554µs (SLO: <50.000µs -8.9%) vs baseline: +0.5%

Memory: ✅ 40.266MB (SLO: <46.000MB 📉 -12.5%) vs baseline: +4.2%

✅ import_one_unknown_cache

Time: ✅ 6.338µs (SLO: <10.000µs 📉 -36.6%) vs baseline: +1.3%

Memory: ✅ 40.201MB (SLO: <43.000MB -6.5%) vs baseline: +4.7%

✅ All Tests Passing (18 suites)
✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.627ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.3%

Memory: ✅ 68.734MB (SLO: <73.500MB -6.5%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.376ms (SLO: <1.450ms -5.1%) vs baseline: -0.5%

Memory: ✅ 66.917MB (SLO: <71.500MB -6.4%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.533ms (SLO: <22.250ms 📉 -12.2%) vs baseline: -0.2%

Memory: ✅ 68.832MB (SLO: <75.000MB -8.2%) vs baseline: +5.2%

✅ profiler

Time: ✅ 15.317ms (SLO: <16.550ms -7.4%) vs baseline: -0.5%

Memory: ✅ 56.934MB (SLO: <61.000MB -6.7%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 19.457ms (SLO: <21.750ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 68.824MB (SLO: <73.500MB -6.4%) vs baseline: +5.3%

✅ span-code-origin

Time: ✅ 20.020ms (SLO: <28.200ms 📉 -29.0%) vs baseline: +1.4%

Memory: ✅ 68.685MB (SLO: <75.000MB -8.4%) vs baseline: +5.0%

✅ tracer

Time: ✅ 19.593ms (SLO: <21.750ms -9.9%) vs baseline: -0.3%

Memory: ✅ 68.734MB (SLO: <75.000MB -8.4%) vs baseline: +5.0%

✅ tracer-and-profiler

Time: ✅ 21.630ms (SLO: <23.500ms -8.0%) vs baseline: ~same

Memory: ✅ 70.563MB (SLO: <75.000MB -5.9%) vs baseline: +5.4%

✅ tracer-dont-create-db-spans

Time: ✅ 19.604ms (SLO: <21.500ms -8.8%) vs baseline: -0.4%

Memory: ✅ 68.726MB (SLO: <75.000MB -8.4%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.900ms (SLO: <17.500ms -3.4%) vs baseline: +0.4%

Memory: ✅ 68.788MB (SLO: <75.000MB -8.3%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 19.485ms (SLO: <21.750ms 📉 -10.4%) vs baseline: +0.3%

Memory: ✅ 68.753MB (SLO: <72.500MB -5.2%) vs baseline: +5.1%

✅ tracer-no-caches

Time: ✅ 17.573ms (SLO: <19.650ms 📉 -10.6%) vs baseline: -0.1%

Memory: ✅ 68.616MB (SLO: <75.000MB -8.5%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.150ms (SLO: <20.100ms -4.7%) vs baseline: -0.2%

Memory: ✅ 68.773MB (SLO: <75.000MB -8.3%) vs baseline: +5.1%

✅ tracer-no-middleware

Time: ✅ 19.296ms (SLO: <21.500ms 📉 -10.3%) vs baseline: -0.1%

Memory: ✅ 68.675MB (SLO: <75.000MB -8.4%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 19.582ms (SLO: <22.000ms 📉 -11.0%) vs baseline: +1.3%

Memory: ✅ 68.780MB (SLO: <73.500MB -6.4%) vs baseline: +4.9%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.356ms (SLO: <19.850ms 📉 -17.6%) vs baseline: +0.2%

Memory: ✅ 70.757MB (SLO: <75.000MB -5.7%) vs baseline: +5.2%

✅ errortracking-enabled-user

Time: ✅ 16.361ms (SLO: <19.400ms 📉 -15.7%) vs baseline: +0.6%

Memory: ✅ 70.664MB (SLO: <75.000MB -5.8%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 16.355ms (SLO: <19.450ms 📉 -15.9%) vs baseline: +0.5%

Memory: ✅ 70.612MB (SLO: <75.000MB -5.9%) vs baseline: +4.9%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.096ms (SLO: <2.300ms -8.9%) vs baseline: +0.3%

Memory: ✅ 56.132MB (SLO: <60.000MB -6.4%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.101ms (SLO: <2.250ms -6.6%) vs baseline: +0.2%

Memory: ✅ 56.191MB (SLO: <60.000MB -6.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.092ms (SLO: <2.300ms -9.0%) vs baseline: -0.3%

Memory: ✅ 56.112MB (SLO: <60.000MB -6.5%) vs baseline: +4.7%

✅ flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.418ms (SLO: <4.750ms 📉 -28.0%) vs baseline: +0.3%

Memory: ✅ 56.222MB (SLO: <66.500MB 📉 -15.5%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 2.889ms (SLO: <6.750ms 📉 -57.2%) vs baseline: +0.2%

Memory: ✅ 56.221MB (SLO: <66.500MB 📉 -15.5%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 3.429ms (SLO: <4.750ms 📉 -27.8%) vs baseline: +0.8%

Memory: ✅ 56.205MB (SLO: <66.500MB 📉 -15.5%) vs baseline: +5.1%

✅ debugger

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

Memory: ✅ 48.201MB (SLO: <51.500MB -6.4%) vs baseline: +5.0%

✅ iast-get

Time: ✅ 1.868ms (SLO: <2.000ms -6.6%) vs baseline: +0.1%

Memory: ✅ 45.109MB (SLO: <49.000MB -7.9%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.894ms (SLO: <2.100ms -9.8%) vs baseline: +0.2%

Memory: ✅ 49.494MB (SLO: <52.500MB -5.7%) vs baseline: +5.6%

✅ resource-renaming

Time: ✅ 3.379ms (SLO: <3.650ms -7.4%) vs baseline: -0.6%

Memory: ✅ 56.182MB (SLO: <60.000MB -6.4%) vs baseline: +4.8%

✅ tracer

Time: ✅ 3.392ms (SLO: <3.650ms -7.1%) vs baseline: -0.2%

Memory: ✅ 56.099MB (SLO: <60.000MB -6.5%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 3.394ms (SLO: <3.650ms -7.0%) vs baseline: +0.1%

Memory: ✅ 56.157MB (SLO: <60.000MB -6.4%) vs baseline: +4.8%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.086ms (SLO: <4.200ms 📉 -50.3%) vs baseline: ~same

Memory: ✅ 56.112MB (SLO: <66.000MB 📉 -15.0%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.099ms (SLO: <2.800ms 📉 -25.0%) vs baseline: +0.2%

Memory: ✅ 56.210MB (SLO: <62.500MB 📉 -10.1%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.088ms (SLO: <2.250ms -7.2%) vs baseline: ~same

Memory: ✅ 56.132MB (SLO: <60.000MB -6.4%) vs baseline: +4.8%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.556µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +0.5%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +5.7%

✅ b3_headers

Time: ✅ 14.397µs (SLO: <20.000µs 📉 -28.0%) vs baseline: +1.8%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +6.3%

✅ b3_single_headers

Time: ✅ 13.526µs (SLO: <20.000µs 📉 -32.4%) vs baseline: +2.3%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +5.8%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.056µs (SLO: <80.000µs 📉 -19.9%) vs baseline: +0.4%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.991µs (SLO: <80.000µs 📉 -17.5%) vs baseline: +0.6%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.9%

✅ empty_headers

Time: ✅ 1.629µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.9%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +6.3%

✅ full_t_id_datadog_headers

Time: ✅ 22.940µs (SLO: <30.000µs 📉 -23.5%) vs baseline: +2.2%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +5.3%

✅ invalid_priority_header

Time: ✅ 6.520µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.3%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +6.0%

✅ invalid_span_id_header

Time: ✅ 6.604µs (SLO: <10.000µs 📉 -34.0%) vs baseline: +0.7%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.2%

✅ invalid_tags_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +5.7%

✅ invalid_trace_id_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.3%

✅ large_header_no_matches

Time: ✅ 27.986µs (SLO: <30.000µs -6.7%) vs baseline: -0.5%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.4%

✅ large_valid_headers_all

Time: ✅ 29.261µs (SLO: <40.000µs 📉 -26.8%) vs baseline: -0.6%

Memory: ✅ 35.861MB (SLO: <38.000MB -5.6%) vs baseline: +5.6%

✅ medium_header_no_matches

Time: ✅ 9.848µs (SLO: <20.000µs 📉 -50.8%) vs baseline: -0.3%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.7%

✅ medium_valid_headers_all

Time: ✅ 11.302µs (SLO: <20.000µs 📉 -43.5%) vs baseline: +0.2%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.3%

✅ none_propagation_style

Time: ✅ 1.730µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.1%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +6.3%

✅ tracecontext_headers

Time: ✅ 34.720µs (SLO: <40.000µs 📉 -13.2%) vs baseline: +0.4%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +6.1%

✅ valid_headers_all

Time: ✅ 6.532µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.4%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +6.0%

✅ valid_headers_basic

Time: ✅ 6.101µs (SLO: <10.000µs 📉 -39.0%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.8%

✅ wsgi_empty_headers

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.3%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.8%

✅ wsgi_invalid_priority_header

Time: ✅ 6.566µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.2%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +6.0%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -0.6%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.7%

✅ wsgi_invalid_tags_header

Time: ✅ 6.545µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.4%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.5%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.645µs (SLO: <10.000µs 📉 -33.5%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.8%

✅ wsgi_large_header_no_matches

Time: ✅ 29.303µs (SLO: <40.000µs 📉 -26.7%) vs baseline: -0.2%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +5.3%

✅ wsgi_large_valid_headers_all

Time: ✅ 30.420µs (SLO: <40.000µs 📉 -24.0%) vs baseline: +0.3%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +5.5%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.260µs (SLO: <20.000µs 📉 -48.7%) vs baseline: +0.4%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.7%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.769µs (SLO: <20.000µs 📉 -41.2%) vs baseline: -0.2%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +5.1%

✅ wsgi_valid_headers_all

Time: ✅ 6.590µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.4%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.7%

✅ wsgi_valid_headers_basic

Time: ✅ 6.083µs (SLO: <10.000µs 📉 -39.2%) vs baseline: -0.9%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +6.0%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.224µs (SLO: <30.000µs 📉 -25.9%) vs baseline: +6.5%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +6.1%

✅ with_all

Time: ✅ 27.895µs (SLO: <40.000µs 📉 -30.3%) vs baseline: -0.5%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +6.1%

✅ with_dd_origin

Time: ✅ 25.071µs (SLO: <30.000µs 📉 -16.4%) vs baseline: +1.5%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +6.1%

✅ with_priority_and_origin

Time: ✅ 24.455µs (SLO: <40.000µs 📉 -38.9%) vs baseline: +1.4%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.7%

✅ with_sampling_priority

Time: ✅ 21.317µs (SLO: <30.000µs 📉 -28.9%) vs baseline: +2.3%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +5.7%

✅ with_tags

Time: ✅ 26.131µs (SLO: <40.000µs 📉 -34.7%) vs baseline: +0.5%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +6.1%

✅ with_tags_invalid

Time: ✅ 27.474µs (SLO: <40.000µs 📉 -31.3%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +6.2%

✅ with_tags_max_size

Time: ✅ 26.550µs (SLO: <40.000µs 📉 -33.6%) vs baseline: +0.6%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.9%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.732ms (SLO: <4.880ms 📉 -23.5%) vs baseline: +6.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 3.490ms (SLO: <4.620ms 📉 -24.5%) vs baseline: -0.4%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +5.3%

✅ re_findall_aspect

Time: ✅ 341.606µs (SLO: <450.000µs 📉 -24.1%) vs baseline: +1.4%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ re_findall_noaspect

Time: ✅ 322.720µs (SLO: <430.000µs 📉 -24.9%) vs baseline: -0.1%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ re_finditer_aspect

Time: ✅ 452.816µs (SLO: <590.000µs 📉 -23.3%) vs baseline: +0.8%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ re_finditer_noaspect

Time: ✅ 328.730µs (SLO: <440.000µs 📉 -25.3%) vs baseline: +1.5%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ re_fullmatch_aspect

Time: ✅ 278.658µs (SLO: <360.000µs 📉 -22.6%) vs baseline: -0.2%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +5.0%

✅ re_fullmatch_noaspect

Time: ✅ 302.408µs (SLO: <400.000µs 📉 -24.4%) vs baseline: -1.4%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.8%

✅ re_group_aspect

Time: ✅ 479.081µs (SLO: <630.000µs 📉 -24.0%) vs baseline: +1.6%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 489.150µs (SLO: <640.000µs 📉 -23.6%) vs baseline: +2.1%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +5.2%

✅ re_groups_aspect

Time: ✅ 495.632µs (SLO: <650.000µs 📉 -23.7%) vs baseline: +1.7%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 495.675µs (SLO: <650.000µs 📉 -23.7%) vs baseline: +0.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.7%

✅ re_match_aspect

Time: ✅ 281.842µs (SLO: <370.000µs 📉 -23.8%) vs baseline: +1.7%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ re_match_noaspect

Time: ✅ 305.421µs (SLO: <410.000µs 📉 -25.5%) vs baseline: +1.1%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ re_search_aspect

Time: ✅ 276.971µs (SLO: <350.000µs 📉 -20.9%) vs baseline: +6.0%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 290.286µs (SLO: <380.000µs 📉 -23.6%) vs baseline: +1.8%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.8%

✅ re_sub_aspect

Time: ✅ 353.120µs (SLO: <460.000µs 📉 -23.2%) vs baseline: -0.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.9%

✅ re_sub_noaspect

Time: ✅ 390.938µs (SLO: <520.000µs 📉 -24.8%) vs baseline: -0.4%

Memory: ✅ 43.116MB (SLO: <46.000MB -6.3%) vs baseline: +5.2%

✅ re_subn_aspect

Time: ✅ 373.820µs (SLO: <490.000µs 📉 -23.7%) vs baseline: +0.5%

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +5.4%

✅ re_subn_noaspect

Time: ✅ 404.556µs (SLO: <530.000µs 📉 -23.7%) vs baseline: +0.7%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.0%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.058µs (SLO: <60.000µs 📉 -19.9%) vs baseline: ~same

Memory: ✅ 39.066MB (SLO: <42.000MB -7.0%) vs baseline: +5.1%

✅ propagation_enabled

Time: ✅ 135.856µs (SLO: <190.000µs 📉 -28.5%) vs baseline: +0.7%

Memory: ✅ 39.027MB (SLO: <42.000MB -7.1%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.617ms (SLO: <2.300ms 📉 -29.7%) vs baseline: +4.0%

Memory: ✅ 39.027MB (SLO: <42.000MB -7.1%) vs baseline: +4.5%

✅ propagation_enabled_1000

Time: ✅ 29.501ms (SLO: <34.550ms 📉 -14.6%) vs baseline: +2.4%

Memory: ✅ 39.027MB (SLO: <42.000MB -7.1%) vs baseline: +4.8%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.561ms (SLO: <42.000ms -3.4%) vs baseline: -0.4%

Memory: ✅ 38.122MB (SLO: <40.750MB -6.4%) vs baseline: +5.2%

✅ add-link

Time: ✅ 36.398ms (SLO: <38.550ms -5.6%) vs baseline: +0.1%

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 221.200ms (SLO: <232.000ms -4.7%) vs baseline: +1.0%

Memory: ✅ 38.004MB (SLO: <40.750MB -6.7%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 214.129ms (SLO: <221.600ms -3.4%) vs baseline: +1.6%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +5.1%

✅ get-context

Time: ✅ 29.070ms (SLO: <31.300ms -7.1%) vs baseline: -0.9%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 29.227ms (SLO: <31.000ms -5.7%) vs baseline: +0.4%

Memory: ✅ 38.004MB (SLO: <40.750MB -6.7%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 63.308ms (SLO: <65.850ms -3.9%) vs baseline: -0.4%

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +5.0%

✅ set-status

Time: ✅ 32.066ms (SLO: <34.150ms -6.1%) vs baseline: +0.4%

Memory: ✅ 38.044MB (SLO: <40.750MB -6.6%) vs baseline: +5.3%

✅ start

Time: ✅ 29.174ms (SLO: <30.150ms -3.2%) vs baseline: +1.3%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 34.185ms (SLO: <35.350ms -3.3%) vs baseline: +0.6%

Memory: ✅ 38.122MB (SLO: <40.750MB -6.4%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 33.942ms (SLO: <35.450ms -4.3%) vs baseline: +0.3%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +5.3%

✅ update-name

Time: ✅ 31.102ms (SLO: <33.400ms -6.9%) vs baseline: ~same

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.9%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 42.713ms (SLO: <47.150ms -9.4%) vs baseline: -0.4%

Memory: ✅ 40.415MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +5.8%

✅ add-metrics

Time: ✅ 260.270ms (SLO: <344.800ms 📉 -24.5%) vs baseline: -0.7%

Memory: ✅ 44.846MB (SLO: <47.500MB -5.6%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 318.011ms (SLO: <330.000ms -3.6%) vs baseline: -0.2%

Memory: ✅ 44.758MB (SLO: <47.500MB -5.8%) vs baseline: +5.0%

✅ get-context

Time: ✅ 82.612ms (SLO: <92.350ms 📉 -10.5%) vs baseline: +0.1%

Memory: ✅ 40.806MB (SLO: <46.500MB 📉 -12.2%) vs baseline: +5.6%

✅ is-recording

Time: ✅ 38.931ms (SLO: <44.500ms 📉 -12.5%) vs baseline: +0.1%

Memory: ✅ 40.218MB (SLO: <47.500MB 📉 -15.3%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 61.512ms (SLO: <67.650ms -9.1%) vs baseline: +0.2%

Memory: ✅ 40.813MB (SLO: <47.000MB 📉 -13.2%) vs baseline: +4.8%

✅ set-status

Time: ✅ 45.343ms (SLO: <50.400ms 📉 -10.0%) vs baseline: -0.1%

Memory: ✅ 40.333MB (SLO: <47.000MB 📉 -14.2%) vs baseline: +5.6%

✅ start

Time: ✅ 39.560ms (SLO: <43.450ms -9.0%) vs baseline: +3.7%

Memory: ✅ 40.263MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 85.871ms (SLO: <90.000ms -4.6%) vs baseline: +0.2%

Memory: ✅ 37.926MB (SLO: <46.500MB 📉 -18.4%) vs baseline: +5.6%

✅ start-finish-telemetry

Time: ✅ 87.547ms (SLO: <91.000ms -3.8%) vs baseline: +0.2%

Memory: ✅ 37.847MB (SLO: <46.500MB 📉 -18.6%) vs baseline: +5.4%

✅ update-name

Time: ✅ 39.932ms (SLO: <45.150ms 📉 -11.6%) vs baseline: -0.3%

Memory: ✅ 40.341MB (SLO: <47.000MB 📉 -14.2%) vs baseline: +5.0%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.840ms (SLO: <354.300ms -3.2%) vs baseline: -1.2%

Memory: ✅ 41.288MB (SLO: <46.000MB 📉 -10.2%) vs baseline: +6.2%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.6%

Memory: ✅ 40.151MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +5.1%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.2%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.440µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +0.3%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +5.0%

✅ long_window

Time: ✅ 2.370µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.3%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.6%

✅ low_rate_limit

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.6%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.9%

✅ no_rate_limit

Time: ✅ 0.843µs (SLO: <10.000µs 📉 -91.6%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +5.0%

✅ short_window

Time: ✅ 2.525µs (SLO: <10.000µs 📉 -74.7%) vs baseline: +0.6%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.7%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.776ms (SLO: <320.950ms -3.5%) vs baseline: -0.2%

Memory: ✅ 36.412MB (SLO: <38.750MB -6.0%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 327.573ms (SLO: <359.150ms -8.8%) vs baseline: -0.8%

Memory: ✅ 40.521MB (SLO: <46.000MB 📉 -11.9%) vs baseline: +4.5%

✅ medium

Time: ✅ 7.134ms (SLO: <7.400ms -3.6%) vs baseline: ~same

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +5.7%

✅ shallow

Time: ✅ 0.984ms (SLO: <1.050ms -6.2%) vs baseline: +1.8%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +5.9%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 149.017µs (SLO: <290.000µs 📉 -48.6%) vs baseline: +1.6%

Memory: ✅ 35.429MB (SLO: <38.000MB -6.8%) vs baseline: +5.5%

✅ high_match

Time: ✅ 200.393µs (SLO: <480.000µs 📉 -58.3%) vs baseline: +3.5%

Memory: ✅ 35.232MB (SLO: <38.000MB -7.3%) vs baseline: +5.2%

✅ low_match

Time: ✅ 101.052µs (SLO: <120.000µs 📉 -15.8%) vs baseline: +0.3%

Memory: ✅ 732.387MB (SLO: <780.000MB -6.1%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.959ms (SLO: <8.500ms 📉 -65.2%) vs baseline: +2.1%

Memory: ✅ 80.121MB (SLO: <85.000MB -5.7%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.469µs (SLO: <20.000µs 📉 -47.7%) vs baseline: -0.5%

Memory: ✅ 36.137MB (SLO: <38.750MB -6.7%) vs baseline: +5.0%

✅ all-enabled

Time: ✅ 40.892µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +1.9%

Memory: ✅ 36.019MB (SLO: <38.750MB -7.0%) vs baseline: +4.7%

✅ collectipvariant_exists

Time: ✅ 40.833µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.3%

Memory: ✅ 35.999MB (SLO: <38.750MB -7.1%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 40.308µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +1.0%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +5.0%

✅ no-useragentvariant

Time: ✅ 38.840µs (SLO: <50.000µs 📉 -22.3%) vs baseline: +0.6%

Memory: ✅ 36.038MB (SLO: <38.750MB -7.0%) vs baseline: +4.8%

✅ obfuscation-no-query

Time: ✅ 40.724µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +0.6%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.044µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.3%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.803µs (SLO: <90.000µs 📉 -14.7%) vs baseline: -0.2%

Memory: ✅ 35.979MB (SLO: <38.750MB -7.2%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.703µs (SLO: <170.000µs -9.0%) vs baseline: ~same

Memory: ✅ 36.530MB (SLO: <38.750MB -5.7%) vs baseline: +6.1%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.443µs (SLO: <160.000µs -6.6%) vs baseline: +0.6%

Memory: ✅ 36.549MB (SLO: <38.750MB -5.7%) vs baseline: +6.0%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.379µs (SLO: <170.000µs -8.6%) vs baseline: +0.3%

Memory: ✅ 36.392MB (SLO: <38.750MB -6.1%) vs baseline: +5.3%

✅ useragentvariant_exists_1

Time: ✅ 39.567µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.6%

Memory: ✅ 36.019MB (SLO: <38.750MB -7.0%) vs baseline: +4.9%

✅ useragentvariant_exists_2

Time: ✅ 40.523µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.1%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 40.092µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.4%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.437µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.2%

Memory: ✅ 36.137MB (SLO: <38.750MB -6.7%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.479µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

Memory: ✅ 35.999MB (SLO: <38.750MB -7.1%) vs baseline: +4.7%

✅ span - 26/26

✅ add-event

Time: ✅ 20.059ms (SLO: <22.500ms 📉 -10.8%) vs baseline: -0.2%

Memory: ✅ 37.646MB (SLO: <53.000MB 📉 -29.0%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 89.201ms (SLO: <93.500ms -4.6%) vs baseline: -0.8%

Memory: ✅ 42.094MB (SLO: <53.000MB 📉 -20.6%) vs baseline: +5.5%

✅ add-tags

Time: ✅ 143.830ms (SLO: <155.000ms -7.2%) vs baseline: -0.5%

Memory: ✅ 41.943MB (SLO: <53.000MB 📉 -20.9%) vs baseline: +4.5%

✅ get-context

Time: ✅ 17.885ms (SLO: <20.500ms 📉 -12.8%) vs baseline: -0.3%

Memory: ✅ 37.532MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 18.203ms (SLO: <20.500ms 📉 -11.2%) vs baseline: +0.4%

Memory: ✅ 37.591MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 39.422ms (SLO: <41.000ms -3.8%) vs baseline: +0.3%

Memory: ✅ 38.103MB (SLO: <53.000MB 📉 -28.1%) vs baseline: +4.8%

✅ set-status

Time: ✅ 19.698ms (SLO: <22.000ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.1%

✅ start

Time: ✅ 18.651ms (SLO: <20.500ms -9.0%) vs baseline: +4.5%

Memory: ✅ 37.572MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 54.002ms (SLO: <56.000ms -3.6%) vs baseline: +0.4%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 55.012ms (SLO: <58.000ms -5.2%) vs baseline: -0.1%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +5.0%

✅ start-finish-traceid128

Time: ✅ 57.133ms (SLO: <60.000ms -4.8%) vs baseline: +0.4%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 18.248ms (SLO: <22.500ms 📉 -18.9%) vs baseline: -0.2%

Memory: ✅ 37.595MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +5.4%

✅ update-name

Time: ✅ 18.442ms (SLO: <22.000ms 📉 -16.2%) vs baseline: +0.5%

Memory: ✅ 37.649MB (SLO: <53.000MB 📉 -29.0%) vs baseline: +5.0%

✅ tracer - 6/6

✅ large

Time: ✅ 31.303ms (SLO: <32.950ms -5.0%) vs baseline: -0.1%

Memory: ✅ 36.844MB (SLO: <39.250MB -6.1%) vs baseline: +5.6%

✅ medium

Time: ✅ 3.091ms (SLO: <3.200ms -3.4%) vs baseline: -0.6%

Memory: ✅ 35.291MB (SLO: <38.750MB -8.9%) vs baseline: +5.1%

✅ small

Time: ✅ 361.159µs (SLO: <370.000µs -2.4%) vs baseline: +3.7%

Memory: ✅ 35.095MB (SLO: <38.750MB -9.4%) vs baseline: +4.4%

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

@juanjux
Refactored
acb4a6a 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
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juanjux commented Feb 4, 2026

I am not sure I understand this benchmark, why it is set up the way that it is.

for example, we are measuring some timing data in the child process/target and we return an elapsed time back to the parent, but we don't do anything with it?

the way our scenarios are set up, run gets auto-measured for pyperf, but if you need to measure something different that the total run function call time, we can do that too, but we need to override _pyperf function which expects the perf counter timing as the return value.

Damn, I swear I set this as draft, but it seem not. Anyway, I have just pushed the finished version. The idea is that the child sends the time to the parent (which started the "chronometer") so we know the fork time. And, as you suggested, I am overriding _pyperf.

@juanjux
Merge branch 'main' into juanjux/fork-benchmarks
52dee7c
@juanjux
add SLOs
1928dc5 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
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juanjux commented Feb 5, 2026

Added SLOs (the initial times are the ones on my machine which is probably faster than CI, so I will adjust it based on the first CI runs).

brettlangdon
brettlangdon reviewed Feb 5, 2026
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@juanjux
restructure
597702a 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
brettlangdon
brettlangdon reviewed Feb 5, 2026
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juanjux and others added 2 commits February 5, 2026 18:05
@juanjux @brettlangdon
Update benchmarks/fork_time/scenario.py
e42a56b 
Co-authored-by: Brett Langdon <brett.langdon@datadoghq.com>
@juanjux
Setup flask on both benchmark branches
97706e1 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
brettlangdon
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SLO check is showing this as near SLO breach, so we might want to adjust the starting SLOs to be a bit higher

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Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
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juanjux commented Feb 5, 2026

SLO check is showing this as near SLO breach, so we might want to adjust the starting SLOs to be a bit higher

Yeah, waiting for the new SLO values after reworking the scenario.

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Merge branch 'main' into juanjux/fork-benchmarks
b7bc4bd
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fmt
434fec0 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
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Remove requests from the requirements sceneario
4cf91a0 
Signed-off-by: Juanjo Alvarez <juanjo.alvarezmartinez@datadoghq.com>
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