fix(profiling): correctly unwind on-CPU Tasks #15562

KowalskiThomas · 2025-12-09T10:25:27Z

What does this PR do?

More details and investigation results available in https://datadoghq.atlassian.net/browse/PROF-13137

Note this PR depends on

This PR fixes the way we sample and capture stacks for on-CPU asyncio Tasks. This is a first step towards fixing all weird (sub-)stacks we are seeing (both in Echion and dd-trace-py), for example this one...

background_math_function
Task-background_wait
background_wait_function
sleep

... where in practice, background_math_function was executed as part of a Task that was completely unrelated to Task-background_wait and should never have appeared in the same stack.

This by itself doesn't fix everything (see The fix(es, actually)), but, as I said, it's a first step.

See this document for more explanations around how this works / is supposed to work, the fix is explained at the bottom here.

The fix(es, actually)

Flawed existing logic...

The fix logic is the following:

To correctly interleave Task Stacks and Task names, we need to determine the "synchronous Python top-of-stack" that goes on top of the on-CPU Task (if there is an on-CPU Task).
- This includes the Python stack that eventually led to doing something like asyncio.run, as well as the internal asyncio Runner machinery.
- We will have to push this on top of every Task Stack we capture (note that the on-CPU Stack will already have it by definition).
To do that, we need to determine which Task is "the on CPU Task" (if any) and process it first, so that we know how "high" the "upper Python stack" is and we can re-use it for subsequent Task unwindings.
- To ensure the first Task we unwind is the on-CPU one, we first sort the Leaf Tasks array by on-CPU-ness
  - Note I'm saying the on CPU Task because, as always in Python, there can only be one thing running at a time.
  - (Well, that's the case at least in theory – in practice on-CPU-ness may change as we sample and so we could end up with more than one on-CPU Task, but that is fine because it won't change how deep the "upper stack" is)
- Once we've done this, we know how high the "top of Stack is" because it is the height of the "pure Python" Stack we get by unwinding the first (top-most) Frame of the on-CPU Task. We need to remember that "height" to push that many items from the Python Thread Stack on top of each Task's Stack.
One final thing to keep in mind is that we "stack" Stacks (hehe) such that if Task-1 is awaiting Task-2, the Stack for Task-2 goes under that for Task-1. We only ever want to add the "pure Python top-of-stack" once per Stack, so we need to do that once per leaf Task after we've recursively unwound awaiting Tasks for the leaf Task.

... and a race condition?

On top of that – because it's not enough – I think I discovered a rare but very real race condition (which actually was the root cause of that weird, rare but common-in-CI bug with the stack I showed on top). The race condition happens when the pure Python Stack we capture involves some asynchronous Frames, but the associated Task/Coroutine completes or yields before we get to unwinding it. In that case, we assume in Stack interleaving that the Task is running, by doing so we include some Frames from the Python Stack that actually are not in the Stack generated by unwinding the Task, and because we share the same Python Stack for all Tasks (we only use it's "upper part", which is the same for every Task) some Frames from the previously-running-but-now-paused-or-completed Coroutine are leaked to other Tasks.

Working around this is not simple; also honestly we should have a discussion around whether we want to properly work around it (which is going to be somewhat difficult, imperfect and probably somewhat costly) or just give up on sampling when we detect something is off.
In the interest of keeping things somewhat simple, this will be handled in a separate PR. But I described the bug here anyway, for clarity (temporary PR: KowalskiThomas/echion#43)

Caveats

I realised after the fact that an assumption we implicitly make (that the on-CPU Task – if it exists – is a Leaf Task) is actually not generally true. In the case of certain asyncio utils, the Parent Task will actually from time to time execute code/be on-CPU to manage the Child Tasks it is awaiting on. This is an edge case, and something that happens rarely, but saying it can never happen is false (and it shows in Profiles).
We will also need to figure something out for that – it probably isn't that hard but will require some refactors (probably split the unwinding in two steps: (1) only determine upper Python Stack (2) unwind Tasks strictly speaking, starting from Leaf Tasks).

Testing

The PR adds new tests around on-CPU Tasks and what their Stacks look like

The PR also updates a lot of existing tests to output their DataSummary as JSON. This is immensely useful to understand what is actually going on when we don't see the expected Stacks (or see the unexpected ones) and I do think it'd be worth keeping.

After these changes, the tests that still fail locally and in the CI (flakily) are unrelated to on-CPU Tasks which, I guess, means mission failed successfully?

github-actions · 2025-12-09T10:26:02Z

CODEOWNERS have been resolved as:

releasenotes/notes/profiling-fix-on-cpu-tasks-unwinding-0ac6efcad8150f1c.yaml  @DataDog/apm-python
ddtrace/internal/datadog/profiling/stack_v2/echion/echion/tasks.h       @DataDog/profiling-python
ddtrace/internal/datadog/profiling/stack_v2/echion/echion/threads.h     @DataDog/profiling-python

github-actions · 2025-12-09T10:58:29Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 250 ± 3 ms.

The average import time from base is: 253 ± 3 ms.

The import time difference between this PR and base is: -3.2 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.722 ms (1.09%)

ddtrace 1.367 ms (0.55%)

ddtrace._logger 0.683 ms (0.27%)

ddtrace.internal.telemetry 0.683 ms (0.27%)

ddtrace.internal.telemetry.writer 0.683 ms (0.27%)

ddtrace.internal.utils.version 0.683 ms (0.27%)

ddtrace.version 0.683 ms (0.27%)

ddtrace.internal._unpatched 0.028 ms (0.01%)

json 0.028 ms (0.01%)

json.decoder 0.028 ms (0.01%)

re 0.028 ms (0.01%)

enum 0.028 ms (0.01%)

types 0.028 ms (0.01%)

ddtrace.bootstrap.sitecustomize 1.355 ms (0.54%)

ddtrace.bootstrap.preload 1.355 ms (0.54%)

ddtrace.internal.remoteconfig.client 0.661 ms (0.27%)

pr-commenter · 2025-12-09T11:19:38Z

Performance SLOs

Comparing candidate kowalski/fix-profiling-correctly-unwind-on-cpu-tasks (5edd9ff) with baseline main (7bff945)

📈 Performance Regressions (2 suites)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.104µs (SLO: <10.000µs 📉 -49.0%) vs baseline: 📈 +21.3%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +5.3%

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.2%) vs baseline: +0.8%

Memory: ✅ 38.417MB (SLO: <41.000MB -6.3%) vs baseline: +4.3%

✅ ospathjoin_aspect

Time: ✅ 6.031µs (SLO: <10.000µs 📉 -39.7%) vs baseline: -0.1%

Memory: ✅ 38.496MB (SLO: <41.000MB -6.1%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.275µs (SLO: <10.000µs 📉 -77.3%) vs baseline: -0.7%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +5.2%

✅ ospathnormcase_aspect

Time: ✅ 3.495µs (SLO: <10.000µs 📉 -65.0%) vs baseline: +2.1%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +5.3%

✅ ospathnormcase_noaspect

Time: ✅ 0.568µs (SLO: <10.000µs 📉 -94.3%) vs baseline: ~same

Memory: ✅ 38.378MB (SLO: <41.000MB -6.4%) vs baseline: +4.2%

✅ ospathsplit_aspect

Time: ✅ 4.793µs (SLO: <10.000µs 📉 -52.1%) vs baseline: -1.0%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.5%

✅ ospathsplit_noaspect

Time: ✅ 1.580µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.5%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +5.4%

✅ ospathsplitdrive_aspect

Time: ✅ 3.673µs (SLO: <10.000µs 📉 -63.3%) vs baseline: ~same

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +5.2%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.698µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +1.0%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.9%

✅ ospathsplitext_aspect

Time: ✅ 4.563µs (SLO: <10.000µs 📉 -54.4%) vs baseline: +1.0%

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +5.3%

✅ ospathsplitext_noaspect

Time: ✅ 1.367µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.4%

Memory: ✅ 38.358MB (SLO: <41.000MB -6.4%) vs baseline: +4.3%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.342µs (SLO: <20.000µs 📉 -83.3%) vs baseline: 📈 +16.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.0%

✅ 1-count-metrics-100-times

Time: ✅ 198.993µs (SLO: <220.000µs -9.5%) vs baseline: -0.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.2%

✅ 1-distribution-metric-1-times

Time: ✅ 3.182µs (SLO: <20.000µs 📉 -84.1%) vs baseline: -0.9%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.2%

✅ 1-distribution-metrics-100-times

Time: ✅ 214.835µs (SLO: <230.000µs -6.6%) vs baseline: +0.6%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.155µs (SLO: <20.000µs 📉 -89.2%) vs baseline: +0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.0%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.578µs (SLO: <150.000µs -8.9%) vs baseline: -1.0%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +3.9%

✅ 1-rate-metric-1-times

Time: ✅ 2.990µs (SLO: <20.000µs 📉 -85.1%) vs baseline: -0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.2%

✅ 1-rate-metrics-100-times

Time: ✅ 211.851µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -1.1%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.086ms (SLO: <22.000ms -8.7%) vs baseline: -0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.226ms (SLO: <2.550ms 📉 -12.7%) vs baseline: ~same

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

✅ 100-gauge-metrics-100-times

Time: ✅ 1.411ms (SLO: <1.550ms -9.0%) vs baseline: +0.7%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.203ms (SLO: <2.550ms 📉 -13.6%) vs baseline: +0.4%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.6%

✅ flush-1-metric

Time: ✅ 4.528µs (SLO: <20.000µs 📉 -77.4%) vs baseline: -0.4%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 174.459µs (SLO: <250.000µs 📉 -30.2%) vs baseline: +0.2%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.1%

✅ flush-1000-metrics

Time: ✅ 2.168ms (SLO: <2.500ms 📉 -13.3%) vs baseline: -0.4%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +5.1%

🟡 Near SLO Breach (14 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.263µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

✅ context_with_data_no_listeners

Time: ✅ 3.262µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ get_item_exists

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ get_item_missing

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.8%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ set_item

Time: ✅ 23.910µs (SLO: <30.000µs 📉 -20.3%) vs baseline: ~same

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.633ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.7%

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

✅ exception-replay-enabled

Time: ✅ 1.366ms (SLO: <1.450ms -5.8%) vs baseline: ~same

Memory: ✅ 66.273MB (SLO: <67.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.586ms (SLO: <22.250ms 📉 -12.0%) vs baseline: ~same

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +4.7%

✅ profiler

Time: ✅ 15.454ms (SLO: <16.550ms -6.6%) vs baseline: +0.5%

Memory: ✅ 56.341MB (SLO: <57.500MB -2.0%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 19.417ms (SLO: <21.750ms 📉 -10.7%) vs baseline: -0.3%

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

✅ span-code-origin

Time: ✅ 19.983ms (SLO: <28.200ms 📉 -29.1%) vs baseline: +1.3%

Memory: ✅ 68.069MB (SLO: <71.000MB -4.1%) vs baseline: +4.7%

✅ tracer

Time: ✅ 19.665ms (SLO: <21.750ms -9.6%) vs baseline: +0.8%

Memory: ✅ 68.144MB (SLO: <70.000MB -2.7%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.744ms (SLO: <23.500ms -7.5%) vs baseline: -0.3%

Memory: ✅ 69.226MB (SLO: <71.000MB -2.5%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.724ms (SLO: <21.500ms -8.3%) vs baseline: +0.6%

Memory: ✅ 68.223MB (SLO: <70.000MB -2.5%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.772ms (SLO: <17.500ms -4.2%) vs baseline: -0.2%

Memory: ✅ 67.771MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.607ms (SLO: <21.750ms -9.9%) vs baseline: +0.9%

Memory: ✅ 68.262MB (SLO: <72.500MB -5.8%) vs baseline: +5.0%

✅ tracer-no-caches

Time: ✅ 17.590ms (SLO: <19.650ms 📉 -10.5%) vs baseline: ~same

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.145ms (SLO: <20.100ms -4.7%) vs baseline: ~same

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.302ms (SLO: <21.500ms 📉 -10.2%) vs baseline: +0.3%

Memory: ✅ 67.908MB (SLO: <70.000MB -3.0%) vs baseline: +4.5%

✅ tracer-no-templates

Time: ✅ 19.479ms (SLO: <22.000ms 📉 -11.5%) vs baseline: +1.2%

Memory: ✅ 68.203MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.303ms (SLO: <19.850ms 📉 -17.9%) vs baseline: -0.2%

Memory: ✅ 69.737MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.291ms (SLO: <19.400ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 69.757MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.340ms (SLO: <19.450ms 📉 -16.0%) vs baseline: -0.1%

Memory: ✅ 69.737MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.069ms (SLO: <2.300ms 📉 -10.1%) vs baseline: ~same

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

✅ errortracking-enabled-user

Time: ✅ 2.076ms (SLO: <2.250ms -7.7%) vs baseline: +0.2%

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

✅ tracer-enabled

Time: ✅ 2.062ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.3%

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

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.378ms (SLO: <4.750ms 📉 -28.9%) vs baseline: -0.3%

Memory: ✅ 55.547MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 2.859ms (SLO: <6.750ms 📉 -57.7%) vs baseline: ~same

Memory: ✅ 55.821MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +5.1%

✅ appsec-telemetry

Time: ✅ 3.392ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.3%

Memory: ✅ 55.528MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +5.1%

✅ debugger

Time: ✅ 1.867ms (SLO: <2.000ms -6.6%) vs baseline: +0.1%

Memory: ✅ 47.914MB (SLO: <49.500MB -3.2%) vs baseline: +4.7%

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.1%) vs baseline: +0.1%

Memory: ✅ 44.591MB (SLO: <49.000MB -9.0%) vs baseline: +5.1%

✅ profiler

Time: ✅ 1.909ms (SLO: <2.100ms -9.1%) vs baseline: ~same

Memory: ✅ 48.779MB (SLO: <50.000MB -2.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 55.450MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.376ms (SLO: <3.650ms -7.5%) vs baseline: -0.2%

Memory: ✅ 55.523MB (SLO: <56.500MB 🟡 -1.7%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.374ms (SLO: <3.650ms -7.6%) vs baseline: ~same

Memory: ✅ 55.468MB (SLO: <60.000MB -7.6%) vs baseline: +4.8%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.062ms (SLO: <4.200ms 📉 -50.9%) vs baseline: ~same

Memory: ✅ 55.797MB (SLO: <66.000MB 📉 -15.5%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.072ms (SLO: <2.800ms 📉 -26.0%) vs baseline: +0.5%

Memory: ✅ 55.719MB (SLO: <62.500MB 📉 -10.9%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.061ms (SLO: <2.250ms -8.4%) vs baseline: ~same

Memory: ✅ 55.778MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.8%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.920µs (SLO: <100.000µs 📉 -19.1%) vs baseline: -0.4%

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

✅ b3_headers

Time: ✅ 14.198µs (SLO: <20.000µs 📉 -29.0%) vs baseline: -0.1%

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

✅ b3_single_headers

Time: ✅ 13.230µs (SLO: <20.000µs 📉 -33.8%) vs baseline: -1.1%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.880µs (SLO: <80.000µs 📉 -20.1%) vs baseline: -0.1%

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.361µs (SLO: <80.000µs 📉 -13.3%) vs baseline: +5.0%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

✅ empty_headers

Time: ✅ 1.632µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

✅ full_t_id_datadog_headers

Time: ✅ 22.357µs (SLO: <30.000µs 📉 -25.5%) vs baseline: -1.1%

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

✅ invalid_priority_header

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

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

✅ invalid_span_id_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: -0.2%

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

✅ invalid_tags_header

Time: ✅ 6.538µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.1%

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

✅ invalid_trace_id_header

Time: ✅ 6.490µs (SLO: <10.000µs 📉 -35.1%) vs baseline: ~same

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

✅ large_header_no_matches

Time: ✅ 27.808µs (SLO: <30.000µs -7.3%) vs baseline: +0.2%

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

✅ large_valid_headers_all

Time: ✅ 28.805µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.898µs (SLO: <20.000µs 📉 -50.5%) vs baseline: ~same

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

✅ medium_valid_headers_all

Time: ✅ 11.298µs (SLO: <20.000µs 📉 -43.5%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

✅ none_propagation_style

Time: ✅ 1.735µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.1%

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

✅ tracecontext_headers

Time: ✅ 34.856µs (SLO: <40.000µs 📉 -12.9%) vs baseline: +0.3%

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

✅ valid_headers_all

Time: ✅ 6.508µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.6%

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

✅ valid_headers_basic

Time: ✅ 6.109µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.7%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

✅ wsgi_empty_headers

Time: ✅ 1.610µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.5%

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

✅ wsgi_invalid_priority_header

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

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.611µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ wsgi_invalid_tags_header

Time: ✅ 6.599µs (SLO: <10.000µs 📉 -34.0%) vs baseline: -0.1%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.622µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +1.2%

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

✅ wsgi_large_header_no_matches

Time: ✅ 28.745µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.3%

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.800µs (SLO: <40.000µs 📉 -25.5%) vs baseline: -0.6%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.191µs (SLO: <20.000µs 📉 -49.0%) vs baseline: +0.6%

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

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.542µs (SLO: <20.000µs 📉 -42.3%) vs baseline: +0.1%

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

✅ wsgi_valid_headers_all

Time: ✅ 6.578µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.5%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.159µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.7%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.952µs (SLO: <30.000µs 📉 -26.8%) vs baseline: +4.9%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

✅ with_all

Time: ✅ 27.660µs (SLO: <40.000µs 📉 -30.9%) vs baseline: ~same

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

✅ with_dd_origin

Time: ✅ 24.457µs (SLO: <30.000µs 📉 -18.5%) vs baseline: -1.0%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ with_priority_and_origin

Time: ✅ 23.991µs (SLO: <40.000µs 📉 -40.0%) vs baseline: -0.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ with_sampling_priority

Time: ✅ 20.807µs (SLO: <30.000µs 📉 -30.6%) vs baseline: -0.5%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.3%

✅ with_tags

Time: ✅ 25.784µs (SLO: <40.000µs 📉 -35.5%) vs baseline: +0.2%

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

✅ with_tags_invalid

Time: ✅ 27.085µs (SLO: <40.000µs 📉 -32.3%) vs baseline: -0.3%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ with_tags_max_size

Time: ✅ 26.234µs (SLO: <40.000µs 📉 -34.4%) vs baseline: -0.3%

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

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.397ms (SLO: <47.150ms 📉 -14.3%) vs baseline: ~same

Memory: ✅ 39.605MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 259.651ms (SLO: <344.800ms 📉 -24.7%) vs baseline: -0.8%

Memory: ✅ 43.681MB (SLO: <47.500MB -8.0%) vs baseline: +4.4%

✅ add-tags

Time: ✅ 315.976ms (SLO: <321.000ms 🟡 -1.6%) vs baseline: -0.4%

Memory: ✅ 43.719MB (SLO: <47.500MB -8.0%) vs baseline: +5.1%

✅ get-context

Time: ✅ 80.559ms (SLO: <92.350ms 📉 -12.8%) vs baseline: +0.3%

Memory: ✅ 39.912MB (SLO: <46.500MB 📉 -14.2%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 37.609ms (SLO: <44.500ms 📉 -15.5%) vs baseline: -0.3%

Memory: ✅ 39.503MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 58.958ms (SLO: <67.650ms 📉 -12.8%) vs baseline: -0.3%

Memory: ✅ 39.993MB (SLO: <47.000MB 📉 -14.9%) vs baseline: +4.6%

✅ set-status

Time: ✅ 44.489ms (SLO: <50.400ms 📉 -11.7%) vs baseline: -0.1%

Memory: ✅ 39.345MB (SLO: <47.000MB 📉 -16.3%) vs baseline: +4.4%

✅ start

Time: ✅ 38.235ms (SLO: <43.450ms 📉 -12.0%) vs baseline: +2.5%

Memory: ✅ 39.515MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 82.853ms (SLO: <88.000ms -5.8%) vs baseline: -0.2%

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 84.601ms (SLO: <89.000ms -4.9%) vs baseline: +0.1%

Memory: ✅ 37.198MB (SLO: <46.500MB 📉 -20.0%) vs baseline: +4.4%

✅ update-name

Time: ✅ 38.842ms (SLO: <45.150ms 📉 -14.0%) vs baseline: +0.7%

Memory: ✅ 39.695MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +4.6%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.214ms (SLO: <354.300ms -3.1%) vs baseline: -0.8%

Memory: ✅ 40.842MB (SLO: <41.500MB 🟡 -1.6%) vs baseline: +5.4%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.4%

Memory: ✅ 38.544MB (SLO: <41.000MB -6.0%) vs baseline: +4.1%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.354µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.6%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.1%

✅ high_rate_limit

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

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.3%

✅ long_window

Time: ✅ 2.373µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.5%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.2%

✅ low_rate_limit

Time: ✅ 2.353µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.2%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ no_rate_limit

Time: ✅ 0.818µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.9%

Memory: ✅ 35.193MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +5.2%

✅ short_window

Time: ✅ 2.499µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.4%

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

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.579ms (SLO: <320.950ms -3.9%) vs baseline: +0.1%

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

✅ deep-profiled

Time: ✅ 328.321ms (SLO: <359.150ms -8.6%) vs baseline: ~same

Memory: ✅ 39.754MB (SLO: <40.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ medium

Time: ✅ 6.992ms (SLO: <7.400ms -5.5%) vs baseline: -0.1%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ shallow

Time: ✅ 0.946ms (SLO: <1.050ms -9.9%) vs baseline: +0.9%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.646µs (SLO: <20.000µs 📉 -46.8%) vs baseline: +1.1%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 40.915µs (SLO: <50.000µs 📉 -18.2%) vs baseline: +2.3%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.903µs (SLO: <50.000µs 📉 -18.2%) vs baseline: ~same

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.096µs (SLO: <50.000µs 📉 -19.8%) vs baseline: +0.1%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.2%

✅ no-useragentvariant

Time: ✅ 38.706µs (SLO: <50.000µs 📉 -22.6%) vs baseline: -0.4%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.7%

✅ obfuscation-no-query

Time: ✅ 40.414µs (SLO: <50.000µs 📉 -19.2%) vs baseline: -0.6%

Memory: ✅ 35.547MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.032µs (SLO: <90.000µs 📉 -15.5%) vs baseline: +0.3%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.8%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.740µs (SLO: <90.000µs 📉 -14.7%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.458µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.015µs (SLO: <160.000µs -6.9%) vs baseline: +0.3%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.6%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.118µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +5.3%

✅ useragentvariant_exists_1

Time: ✅ 39.597µs (SLO: <50.000µs 📉 -20.8%) vs baseline: +0.3%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ useragentvariant_exists_2

Time: ✅ 40.739µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.3%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.4%

✅ useragentvariant_exists_3

Time: ✅ 40.085µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.2%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +4.4%

✅ useragentvariant_not_exists_1

Time: ✅ 39.587µs (SLO: <50.000µs 📉 -20.8%) vs baseline: -0.4%

Memory: ✅ 35.743MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.501µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.1%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.9%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.316ms (SLO: <32.950ms 📉 -11.0%) vs baseline: +0.5%

Memory: ✅ 35.940MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.888ms (SLO: <3.200ms -9.7%) vs baseline: ~same

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.2%

✅ small

Time: ✅ 330.508µs (SLO: <370.000µs 📉 -10.7%) vs baseline: +1.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.895µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 39.482MB (SLO: <41.000MB -3.7%) vs baseline: +4.7%

✅ import_many_cached

Time: ✅ 121.079µs (SLO: <130.000µs -6.9%) vs baseline: ~same

Memory: ✅ 39.457MB (SLO: <41.000MB -3.8%) vs baseline: +4.6%

✅ import_many_stdlib

Time: ✅ 0.754ms (SLO: <1.750ms 📉 -56.9%) vs baseline: +0.3%

Memory: ✅ 39.506MB (SLO: <41.000MB -3.6%) vs baseline: +4.7%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.4%) vs baseline: ~same

Memory: ✅ 39.526MB (SLO: <41.000MB -3.6%) vs baseline: +5.0%

✅ import_many_unknown

Time: ✅ 828.863µs (SLO: <890.000µs -6.9%) vs baseline: -1.1%

Memory: ✅ 39.607MB (SLO: <41.000MB -3.4%) vs baseline: +4.5%

✅ import_many_unknown_cached

Time: ✅ 797.885µs (SLO: <870.000µs -8.3%) vs baseline: +1.0%

Memory: ✅ 39.648MB (SLO: <41.000MB -3.3%) vs baseline: +4.8%

✅ import_one

Time: ✅ 19.648µs (SLO: <30.000µs 📉 -34.5%) vs baseline: -0.7%

Memory: ✅ 39.527MB (SLO: <41.000MB -3.6%) vs baseline: +4.8%

✅ import_one_cache

Time: ✅ 6.247µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.9%

Memory: ✅ 39.547MB (SLO: <41.000MB -3.5%) vs baseline: +4.8%

✅ import_one_stdlib

Time: ✅ 18.691µs (SLO: <20.000µs -6.5%) vs baseline: +0.1%

Memory: ✅ 39.571MB (SLO: <41.000MB -3.5%) vs baseline: +4.8%

✅ import_one_stdlib_cache

Time: ✅ 6.282µs (SLO: <10.000µs 📉 -37.2%) vs baseline: +0.1%

Memory: ✅ 39.452MB (SLO: <41.000MB -3.8%) vs baseline: +4.6%

✅ import_one_unknown

Time: ✅ 45.312µs (SLO: <50.000µs -9.4%) vs baseline: +0.2%

Memory: ✅ 39.485MB (SLO: <41.000MB -3.7%) vs baseline: +4.7%

✅ import_one_unknown_cache

Time: ✅ 6.287µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.9%

Memory: ✅ 39.427MB (SLO: <41.000MB -3.8%) vs baseline: +4.5%

✅ All Tests Passing (7 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.933µs (SLO: <40.000µs 📉 -15.2%) vs baseline: +7.0%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ re_expand_noaspect

Time: ✅ 28.811µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

Memory: ✅ 38.496MB (SLO: <41.000MB -6.1%) vs baseline: +4.8%

✅ re_findall_aspect

Time: ✅ 2.922µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.4%

Memory: ✅ 38.496MB (SLO: <41.000MB -6.1%) vs baseline: +4.8%

✅ re_findall_noaspect

Time: ✅ 1.422µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.9%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.8%

✅ re_finditer_aspect

Time: ✅ 4.389µs (SLO: <10.000µs 📉 -56.1%) vs baseline: -1.1%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +4.9%

✅ re_finditer_noaspect

Time: ✅ 1.417µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.3%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +5.1%

✅ re_fullmatch_aspect

Time: ✅ 2.663µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -3.1%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +5.1%

✅ re_fullmatch_noaspect

Time: ✅ 1.331µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.6%

Memory: ✅ 38.476MB (SLO: <41.000MB -6.2%) vs baseline: +4.3%

✅ re_group_aspect

Time: ✅ 2.969µs (SLO: <10.000µs 📉 -70.3%) vs baseline: -0.4%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -1.2%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ re_groups_aspect

Time: ✅ 3.049µs (SLO: <10.000µs 📉 -69.5%) vs baseline: -0.1%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ re_groups_noaspect

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +0.2%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ re_match_aspect

Time: ✅ 2.702µs (SLO: <10.000µs 📉 -73.0%) vs baseline: ~same

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +4.8%

✅ re_match_noaspect

Time: ✅ 1.320µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -2.2%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +5.4%

✅ re_search_aspect

Time: ✅ 2.532µs (SLO: <10.000µs 📉 -74.7%) vs baseline: -1.3%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +4.9%

✅ re_search_noaspect

Time: ✅ 1.195µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -1.6%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.5%

✅ re_sub_aspect

Time: ✅ 3.494µs (SLO: <10.000µs 📉 -65.1%) vs baseline: +3.6%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +5.1%

✅ re_sub_noaspect

Time: ✅ 1.523µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.4%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +5.1%

✅ re_subn_aspect

Time: ✅ 3.603µs (SLO: <10.000µs 📉 -64.0%) vs baseline: +0.4%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +4.9%

✅ re_subn_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.1%

Memory: ✅ 38.614MB (SLO: <41.000MB -5.8%) vs baseline: +4.8%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.4%

Memory: ✅ 38.515MB (SLO: <41.500MB -7.2%) vs baseline: +4.5%

✅ add_inplace_aspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.7%

Memory: ✅ 38.631MB (SLO: <41.500MB -6.9%) vs baseline: +5.2%

✅ add_inplace_noaspect

Time: ✅ 0.292µs (SLO: <10.000µs 📉 -97.1%) vs baseline: +2.3%

Memory: ✅ 38.473MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ add_noaspect

Time: ✅ 0.357µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -1.4%

Memory: ✅ 38.410MB (SLO: <41.500MB -7.4%) vs baseline: +4.4%

✅ bytearray_aspect

Time: ✅ 1.322µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +1.1%

Memory: ✅ 38.523MB (SLO: <41.500MB -7.2%) vs baseline: +4.9%

✅ bytearray_extend_aspect

Time: ✅ 1.497µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -1.8%

Memory: ✅ 38.518MB (SLO: <41.500MB -7.2%) vs baseline: +4.7%

✅ bytearray_extend_noaspect

Time: ✅ 0.621µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.3%

Memory: ✅ 38.596MB (SLO: <41.500MB -7.0%) vs baseline: +4.6%

✅ bytearray_noaspect

Time: ✅ 0.487µs (SLO: <10.000µs 📉 -95.1%) vs baseline: ~same

Memory: ✅ 38.544MB (SLO: <41.500MB -7.1%) vs baseline: +4.4%

✅ bytes_aspect

Time: ✅ 1.263µs (SLO: <10.000µs 📉 -87.4%) vs baseline: -0.7%

Memory: ✅ 38.501MB (SLO: <41.500MB -7.2%) vs baseline: +4.1%

✅ bytes_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 38.533MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ bytesio_aspect

Time: ✅ 1.308µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -1.4%

Memory: ✅ 38.719MB (SLO: <41.500MB -6.7%) vs baseline: +5.1%

✅ bytesio_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.3%

Memory: ✅ 38.513MB (SLO: <41.500MB -7.2%) vs baseline: +5.1%

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.7%

Memory: ✅ 38.591MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ capitalize_noaspect

Time: ✅ 0.434µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -1.5%

Memory: ✅ 38.481MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ casefold_aspect

Time: ✅ 0.744µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.7%

Memory: ✅ 38.610MB (SLO: <41.500MB -7.0%) vs baseline: +5.2%

✅ casefold_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 38.544MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ decode_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.5%

Memory: ✅ 38.513MB (SLO: <41.500MB -7.2%) vs baseline: +4.6%

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.6%

Memory: ✅ 38.544MB (SLO: <41.500MB -7.1%) vs baseline: +4.6%

✅ encode_aspect

Time: ✅ 0.717µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.5%

Memory: ✅ 38.495MB (SLO: <41.500MB -7.2%) vs baseline: +4.4%

✅ encode_noaspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

Memory: ✅ 38.459MB (SLO: <41.500MB -7.3%) vs baseline: +4.5%

✅ format_aspect

Time: ✅ 3.469µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +1.2%

Memory: ✅ 38.485MB (SLO: <41.500MB -7.3%) vs baseline: +4.7%

✅ format_map_aspect

Time: ✅ 3.783µs (SLO: <10.000µs 📉 -62.2%) vs baseline: +5.1%

Memory: ✅ 38.757MB (SLO: <41.500MB -6.6%) vs baseline: +5.3%

✅ format_map_noaspect

Time: ✅ 0.824µs (SLO: <10.000µs 📉 -91.8%) vs baseline: +0.3%

Memory: ✅ 38.526MB (SLO: <41.500MB -7.2%) vs baseline: +5.1%

✅ format_noaspect

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.3%

Memory: ✅ 38.489MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ index_aspect

Time: ✅ 0.345µs (SLO: <10.000µs 📉 -96.6%) vs baseline: -0.5%

Memory: ✅ 38.525MB (SLO: <41.500MB -7.2%) vs baseline: +4.8%

✅ index_noaspect

Time: ✅ 0.316µs (SLO: <10.000µs 📉 -96.8%) vs baseline: -0.4%

Memory: ✅ 38.424MB (SLO: <41.500MB -7.4%) vs baseline: +4.4%

✅ join_aspect

Time: ✅ 1.301µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.8%

Memory: ✅ 38.759MB (SLO: <41.500MB -6.6%) vs baseline: +5.6%

✅ join_noaspect

Time: ✅ 0.538µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.5%

Memory: ✅ 38.308MB (SLO: <41.500MB -7.7%) vs baseline: +4.1%

✅ ljust_aspect

Time: ✅ 2.700µs (SLO: <20.000µs 📉 -86.5%) vs baseline: +6.9%

Memory: ✅ 38.637MB (SLO: <41.500MB -6.9%) vs baseline: +4.7%

✅ ljust_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: ~same

Memory: ✅ 38.578MB (SLO: <41.500MB -7.0%) vs baseline: +4.8%

✅ lower_aspect

Time: ✅ 2.219µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -0.6%

Memory: ✅ 38.423MB (SLO: <41.500MB -7.4%) vs baseline: +4.5%

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.5%

Memory: ✅ 38.491MB (SLO: <41.500MB -7.3%) vs baseline: +4.5%

✅ lstrip_aspect

Time: ✅ 2.203µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.8%

Memory: ✅ 38.548MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.390µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +2.1%

Memory: ✅ 38.653MB (SLO: <41.500MB -6.9%) vs baseline: +5.3%

✅ modulo_aspect

Time: ✅ 0.979µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.3%

Memory: ✅ 38.747MB (SLO: <41.500MB -6.6%) vs baseline: +5.2%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.509µs (SLO: <10.000µs 📉 -84.9%) vs baseline: +1.8%

Memory: ✅ 38.435MB (SLO: <41.500MB -7.4%) vs baseline: +4.6%

✅ modulo_aspect_for_bytes

Time: ✅ 0.953µs (SLO: <10.000µs 📉 -90.5%) vs baseline: ~same

Memory: ✅ 38.570MB (SLO: <41.500MB -7.1%) vs baseline: +5.3%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.172µs (SLO: <10.000µs 📉 -88.3%) vs baseline: +0.6%

Memory: ✅ 38.541MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 0.666µs (SLO: <10.000µs 📉 -93.3%) vs baseline: -0.2%

Memory: ✅ 38.589MB (SLO: <41.500MB -7.0%) vs baseline: +5.0%

✅ replace_aspect

Time: ✅ 5.089µs (SLO: <10.000µs 📉 -49.1%) vs baseline: +5.0%

Memory: ✅ 38.582MB (SLO: <41.500MB -7.0%) vs baseline: +5.2%

✅ replace_noaspect

Time: ✅ 0.469µs (SLO: <10.000µs 📉 -95.3%) vs baseline: +0.2%

Memory: ✅ 38.403MB (SLO: <41.500MB -7.5%) vs baseline: +4.5%

✅ repr_aspect

Time: ✅ 0.949µs (SLO: <10.000µs 📉 -90.5%) vs baseline: +0.3%

Memory: ✅ 38.603MB (SLO: <41.500MB -7.0%) vs baseline: +5.1%

✅ repr_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.5%

Memory: ✅ 38.414MB (SLO: <41.500MB -7.4%) vs baseline: +4.2%

✅ rstrip_aspect

Time: ✅ 1.891µs (SLO: <20.000µs 📉 -90.5%) vs baseline: +3.1%

Memory: ✅ 38.547MB (SLO: <41.500MB -7.1%) vs baseline: +4.4%

✅ rstrip_noaspect

Time: ✅ 0.381µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.1%

Memory: ✅ 38.494MB (SLO: <41.500MB -7.2%) vs baseline: +5.1%

✅ slice_aspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.4%

Memory: ✅ 38.493MB (SLO: <41.500MB -7.2%) vs baseline: +4.5%

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.2%

Memory: ✅ 38.535MB (SLO: <41.500MB -7.1%) vs baseline: +5.0%

✅ stringio_aspect

Time: ✅ 1.700µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.1%

Memory: ✅ 38.730MB (SLO: <41.500MB -6.7%) vs baseline: +6.1%

✅ stringio_noaspect

Time: ✅ 0.926µs (SLO: <10.000µs 📉 -90.7%) vs baseline: +1.7%

Memory: ✅ 38.630MB (SLO: <41.500MB -6.9%) vs baseline: +5.4%

✅ strip_aspect

Time: ✅ 2.163µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -2.0%

Memory: ✅ 38.562MB (SLO: <41.500MB -7.1%) vs baseline: +4.8%

✅ strip_noaspect

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: -0.8%

Memory: ✅ 38.593MB (SLO: <41.500MB -7.0%) vs baseline: +5.3%

✅ swapcase_aspect

Time: ✅ 2.502µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +3.6%

Memory: ✅ 38.698MB (SLO: <41.500MB -6.8%) vs baseline: +5.6%

✅ swapcase_noaspect

Time: ✅ 0.541µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.3%

Memory: ✅ 38.640MB (SLO: <41.500MB -6.9%) vs baseline: +4.5%

✅ title_aspect

Time: ✅ 2.364µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.4%

Memory: ✅ 38.520MB (SLO: <41.500MB -7.2%) vs baseline: +4.5%

✅ title_noaspect

Time: ✅ 0.507µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.5%

Memory: ✅ 38.486MB (SLO: <41.500MB -7.3%) vs baseline: +4.1%

✅ translate_aspect

Time: ✅ 3.257µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.9%

Memory: ✅ 38.643MB (SLO: <41.500MB -6.9%) vs baseline: +5.5%

✅ translate_noaspect

Time: ✅ 1.036µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.4%

Memory: ✅ 38.552MB (SLO: <41.500MB -7.1%) vs baseline: +4.8%

✅ upper_aspect

Time: ✅ 2.212µs (SLO: <10.000µs 📉 -77.9%) vs baseline: -1.6%

Memory: ✅ 38.357MB (SLO: <41.500MB -7.6%) vs baseline: +4.4%

✅ upper_noaspect

Time: ✅ 0.371µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.0%

Memory: ✅ 38.497MB (SLO: <41.500MB -7.2%) vs baseline: +4.9%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.443µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +4.4%

Memory: ✅ 38.476MB (SLO: <41.000MB -6.2%) vs baseline: +4.5%

✅ rsplit_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +5.2%

✅ split_aspect

Time: ✅ 1.386µs (SLO: <10.000µs 📉 -86.1%) vs baseline: +0.9%

Memory: ✅ 38.633MB (SLO: <41.000MB -5.8%) vs baseline: +5.0%

✅ split_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.8%

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +5.4%

✅ splitlines_aspect

Time: ✅ 1.383µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.6%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +5.1%

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.8%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +4.8%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.720µs (SLO: <60.000µs 📉 -18.8%) vs baseline: -0.2%

Memory: ✅ 38.181MB (SLO: <42.000MB -9.1%) vs baseline: +4.9%

✅ propagation_enabled

Time: ✅ 136.194µs (SLO: <190.000µs 📉 -28.3%) vs baseline: -1.4%

Memory: ✅ 38.201MB (SLO: <42.000MB -9.0%) vs baseline: +5.0%

✅ propagation_enabled_100

Time: ✅ 1.569ms (SLO: <2.300ms 📉 -31.8%) vs baseline: -0.9%

Memory: ✅ 38.221MB (SLO: <42.000MB -9.0%) vs baseline: +5.1%

✅ propagation_enabled_1000

Time: ✅ 29.051ms (SLO: <34.550ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 38.535MB (SLO: <42.000MB -8.2%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.483ms (SLO: <42.000ms -3.6%) vs baseline: +0.1%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ add-link

Time: ✅ 36.241ms (SLO: <38.550ms -6.0%) vs baseline: +0.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 221.067ms (SLO: <232.000ms -4.7%) vs baseline: +1.2%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 212.557ms (SLO: <221.600ms -4.1%) vs baseline: -0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ get-context

Time: ✅ 29.278ms (SLO: <31.300ms -6.5%) vs baseline: ~same

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.2%

✅ is-recording

Time: ✅ 29.406ms (SLO: <31.000ms -5.1%) vs baseline: +0.8%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.167ms (SLO: <65.850ms -4.1%) vs baseline: +0.3%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ set-status

Time: ✅ 32.051ms (SLO: <34.150ms -6.1%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.8%

✅ start

Time: ✅ 29.447ms (SLO: <30.150ms -2.3%) vs baseline: +1.9%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 34.190ms (SLO: <35.350ms -3.3%) vs baseline: +0.5%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 34.035ms (SLO: <35.450ms -4.0%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ update-name

Time: ✅ 31.214ms (SLO: <33.400ms -6.5%) vs baseline: +0.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 136.738µs (SLO: <290.000µs 📉 -52.8%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ high_match

Time: ✅ 174.339µs (SLO: <480.000µs 📉 -63.7%) vs baseline: +0.1%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.9%

✅ low_match

Time: ✅ 98.121µs (SLO: <120.000µs 📉 -18.2%) vs baseline: +0.2%

Memory: ✅ 603.510MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.664ms (SLO: <8.500ms 📉 -68.7%) vs baseline: ~same

Memory: ✅ 70.983MB (SLO: <75.000MB -5.4%) vs baseline: +4.9%

✅ span - 26/26

✅ add-event

Time: ✅ 18.293ms (SLO: <22.500ms 📉 -18.7%) vs baseline: +0.4%

Memory: ✅ 36.845MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 88.082ms (SLO: <93.500ms -5.8%) vs baseline: -0.1%

Memory: ✅ 41.099MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 142.697ms (SLO: <155.000ms -7.9%) vs baseline: +0.2%

Memory: ✅ 41.080MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.5%

✅ get-context

Time: ✅ 16.973ms (SLO: <20.500ms 📉 -17.2%) vs baseline: ~same

Memory: ✅ 36.705MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 17.268ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +0.6%

Memory: ✅ 36.685MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 36.696ms (SLO: <40.000ms -8.3%) vs baseline: +0.3%

Memory: ✅ 37.307MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +5.0%

✅ set-status

Time: ✅ 18.759ms (SLO: <22.000ms 📉 -14.7%) vs baseline: +1.2%

Memory: ✅ 36.779MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.9%

✅ start

Time: ✅ 17.338ms (SLO: <20.500ms 📉 -15.4%) vs baseline: +2.9%

Memory: ✅ 36.724MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 51.025ms (SLO: <52.500ms -2.8%) vs baseline: -0.2%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 52.441ms (SLO: <54.500ms -3.8%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 54.255ms (SLO: <57.000ms -4.8%) vs baseline: +0.1%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 17.299ms (SLO: <22.500ms 📉 -23.1%) vs baseline: +0.6%

Memory: ✅ 36.685MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.298ms (SLO: <22.000ms 📉 -21.4%) vs baseline: -0.3%

Memory: ✅ 36.951MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.4%

ℹ️ Scenarios Missing SLO Configuration (10 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

taegyunkim

If you could attach a very simple program with flamegraphs showing before/after it would be really effective for anyone who reads PR.

Mostly LGTM with some comments.

ddtrace/internal/datadog/profiling/stack_v2/echion/echion/tasks.h

ddtrace/internal/datadog/profiling/stack_v2/echion/echion/threads.h

KowalskiThomas

Pushing the fixes soon ⏰

ddtrace/internal/datadog/profiling/stack_v2/echion/echion/tasks.h

ddtrace/internal/datadog/profiling/stack_v2/echion/echion/threads.h

KowalskiThomas · 2025-12-10T17:06:38Z

Squashed my two last commits and pushed to the merge queue.

emmettbutler

release note looks fine

KowalskiThomas requested a review from a team as a code owner December 9, 2025 10:25

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KowalskiThomas added the Profiling Continous Profling label Dec 9, 2025

KowalskiThomas force-pushed the kowalski/fix-profiling-correctly-unwind-on-cpu-tasks branch from 6a44721 to 166b449 Compare December 9, 2025 10:26

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Base automatically changed from kowalski/fix-profiling-do-not-remove-links-for-just-created-tasks to main December 9, 2025 14:42

KowalskiThomas force-pushed the kowalski/fix-profiling-correctly-unwind-on-cpu-tasks branch 3 times, most recently from 3851514 to 5edd9ff Compare December 9, 2025 16:07

KowalskiThomas mentioned this pull request Dec 10, 2025

fix: correctly unwind on-CPU tasks P403n1x87/echion#198

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KowalskiThomas added 2 commits December 10, 2025 18:06

refactor(profiling): clarify init order in TaskInfo

fbd729c

fix(profiling): correctly unwind on-CPU Tasks

d299788

KowalskiThomas force-pushed the kowalski/fix-profiling-correctly-unwind-on-cpu-tasks branch from c49fe88 to d299788 Compare December 10, 2025 17:06

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fix(profiling): correctly unwind on-CPU Tasks #15562

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fix(profiling): correctly unwind on-CPU Tasks #15562

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KowalskiThomas commented Dec 9, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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What does this PR do?

The fix(es, actually)

Flawed existing logic...

... and a race condition?

Caveats

Testing

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

✅ ospathsplitdrive_aspect

✅ ospathsplitdrive_noaspect

✅ ospathsplitext_aspect

✅ ospathsplitext_noaspect

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

✅ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

KowalskiThomas commented Dec 9, 2025 •

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