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fix: better VM exit detection for periodic threads [backport 4.5]#16901

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kowalski/fix-better-vm-exit-detection-for-periodic-threads-16741
Mar 13, 2026
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fix: better VM exit detection for periodic threads [backport 4.5]#16901
KowalskiThomas merged 1 commit into
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kowalski/fix-better-vm-exit-detection-for-periodic-threads-16741

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@KowalskiThomas KowalskiThomas commented Mar 13, 2026

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Description

This is a backport for #16741 to 4.5.

Depends on #16900.

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Codeowners resolved as

ddtrace/internal/_threads.cpp                                           @DataDog/apm-core-python
ddtrace/internal/_threads.pyi                                           @DataDog/apm-core-python
ddtrace/internal/threads.py                                             @DataDog/apm-core-python
releasenotes/notes/gab-fix-periodic-thread-at-exit-detection-63fbe01e4f3bf267.yaml  @DataDog/apm-python

@KowalskiThomas KowalskiThomas changed the title fix: better VM exit detection for periodic threads fix: better VM exit detection for periodic threads [backport 4.5] Mar 13, 2026
Base automatically changed from kowalski/backport-16545-to-4.5 to 4.5 March 13, 2026 13:33
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KowalskiThomas marked this pull request as ready for review March 13, 2026 13:35
@KowalskiThomas
KowalskiThomas requested review from a team as code owners March 13, 2026 13:35
We improve our detection of the VM shutdown when tearing down our periodic threads. We cannot rely on retrieving the finalisation state because we cannot lock around it, so we have to set a module-state barrier that we can more reliably use to detect when it's no longer safe to interact with the VM.

The new behaviour is described by the following timeline, where at the top we have our code, and at the bottom the VM internal operations.
```
              Periodic threads
                 are stopped        Barrier
                 ┏─────────┓           ┃
┈┈──────┰──────┰─┸─────────┸───────────┸────┰──────┰─💀💀💀💀─┈┈
        ┃      ┗────────────────────────────┛      ┃
    shutdown         at-exit hooks run         finalizing
    triggered                                   flag set
```
From the timeline we see that we make sure that all our threads have completed during the invocation of the `atexit` hooks. These complete before the VM sets its internal `finalizing` flag, after which some C API calls become unsafe. We also set a Boolean barrier during the `atexit` hook as part of the `threads` module state. Whilst not strictly necessary with the new behaviour, it gives us extra assurances that we won't make any unsafe calls after the `finalizing` flag has been set. In cases where the `atexit` hooks are not executed, we fallback to the non-thread-safe `(_)Py_IsFinalizing`.

The original implementation relied on a per-thread barrier and `(_)Py_IsFinalizing` for VM shutdown detection. Furthermore, we also used custom signals to implement the logic for joining threads. This made us vulnerable to a race whereby a thread could actually shutdown moments after the internal `finalizing` flag was set, and go on to invoke the destructors of `GILGuard` and `PyRef` via RAII. We make sure that we wait until the threads has completed its full execution by detaching only after a fork. This way we are guaranteed to have all periodic threads stopped _before_ `finalizing` is set.

Co-authored-by: thomas.kowalski <[email protected]>
(cherry picked from commit ae53696)
@KowalskiThomas
KowalskiThomas force-pushed the kowalski/fix-better-vm-exit-detection-for-periodic-threads-16741 branch from 0b3644a to 3ca672e Compare March 13, 2026 13:35
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KowalskiThomas enabled auto-merge (squash) March 13, 2026 13:35

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Comment thread ddtrace/internal/_threads.cpp

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Why is this critical enough to backport?

@KowalskiThomas

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Why is this critical enough to backport?

It's causing a significant number of crashes, so I'd say yes?

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Performance SLOs

Comparing candidate kowalski/fix-better-vm-exit-detection-for-periodic-threads-16741 (3ca672e) with baseline 4.5 (6af3056)

📈 Performance Regressions (2 suites)
📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 104.257µs (SLO: <130.000µs 📉 -19.8%) vs baseline: -0.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ add_inplace_aspect

Time: ✅ 104.092µs (SLO: <130.000µs 📉 -19.9%) vs baseline: -0.4%

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


✅ add_inplace_noaspect

Time: ✅ 28.618µs (SLO: <40.000µs 📉 -28.5%) vs baseline: +1.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ add_noaspect

Time: ✅ 49.195µs (SLO: <70.000µs 📉 -29.7%) vs baseline: +0.9%

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


✅ bytearray_aspect

Time: ✅ 246.403µs (SLO: <400.000µs 📉 -38.4%) vs baseline: -0.6%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ bytearray_extend_aspect

Time: ✅ 642.212µs (SLO: <800.000µs 📉 -19.7%) vs baseline: +0.4%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ bytearray_extend_noaspect

Time: ✅ 263.434µs (SLO: <400.000µs 📉 -34.1%) vs baseline: -0.9%

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


✅ bytearray_noaspect

Time: ✅ 139.683µs (SLO: <300.000µs 📉 -53.4%) vs baseline: +2.2%

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


✅ bytes_aspect

Time: ✅ 216.617µs (SLO: <300.000µs 📉 -27.8%) vs baseline: +0.5%

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


✅ bytes_noaspect

Time: ✅ 133.133µs (SLO: <200.000µs 📉 -33.4%) vs baseline: +0.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ bytesio_aspect

Time: ✅ 3.769ms (SLO: <5.000ms 📉 -24.6%) vs baseline: +0.6%

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


✅ bytesio_noaspect

Time: ✅ 314.611µs (SLO: <420.000µs 📉 -25.1%) vs baseline: ~same

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


✅ capitalize_aspect

Time: ✅ 88.109µs (SLO: <300.000µs 📉 -70.6%) vs baseline: -0.4%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.2%


✅ capitalize_noaspect

Time: ✅ 249.981µs (SLO: <300.000µs 📉 -16.7%) vs baseline: ~same

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ casefold_aspect

Time: ✅ 88.522µs (SLO: <500.000µs 📉 -82.3%) vs baseline: +0.4%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +5.2%


✅ casefold_noaspect

Time: ✅ 300.640µs (SLO: <500.000µs 📉 -39.9%) vs baseline: -0.6%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ decode_aspect

Time: ✅ 86.519µs (SLO: <100.000µs 📉 -13.5%) vs baseline: +0.1%

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


✅ decode_noaspect

Time: ✅ 152.607µs (SLO: <210.000µs 📉 -27.3%) vs baseline: +0.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ encode_aspect

Time: ✅ 84.216µs (SLO: <200.000µs 📉 -57.9%) vs baseline: -0.3%

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


✅ encode_noaspect

Time: ✅ 143.463µs (SLO: <200.000µs 📉 -28.3%) vs baseline: +4.0%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ format_aspect

Time: ✅ 14.618ms (SLO: <19.200ms 📉 -23.9%) vs baseline: ~same

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


✅ format_map_aspect

Time: ✅ 16.380ms (SLO: <21.500ms 📉 -23.8%) vs baseline: -0.4%

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


✅ format_map_noaspect

Time: ✅ 370.386µs (SLO: <500.000µs 📉 -25.9%) vs baseline: +1.0%

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


✅ format_noaspect

Time: ✅ 300.443µs (SLO: <500.000µs 📉 -39.9%) vs baseline: -1.9%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.7%


✅ index_aspect

Time: ✅ 127.770µs (SLO: <300.000µs 📉 -57.4%) vs baseline: +6.5%

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


✅ index_noaspect

Time: ✅ 39.969µs (SLO: <300.000µs 📉 -86.7%) vs baseline: -0.3%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ join_aspect

Time: ✅ 206.716µs (SLO: <300.000µs 📉 -31.1%) vs baseline: -1.9%

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


✅ join_noaspect

Time: ✅ 144.765µs (SLO: <300.000µs 📉 -51.7%) vs baseline: +2.1%

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


✅ ljust_aspect

Time: ✅ 566.622µs (SLO: <700.000µs 📉 -19.1%) vs baseline: 📈 +14.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ ljust_noaspect

Time: ✅ 255.946µs (SLO: <300.000µs 📉 -14.7%) vs baseline: +1.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ lower_aspect

Time: ✅ 290.503µs (SLO: <500.000µs 📉 -41.9%) vs baseline: -0.4%

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


✅ lower_noaspect

Time: ✅ 230.242µs (SLO: <300.000µs 📉 -23.3%) vs baseline: -2.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%


✅ lstrip_aspect

Time: ✅ 0.266ms (SLO: <3.000ms 📉 -91.1%) vs baseline: -1.1%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%


✅ lstrip_noaspect

Time: ✅ 0.173ms (SLO: <3.000ms 📉 -94.2%) vs baseline: -1.4%

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


✅ modulo_aspect

Time: ✅ 14.281ms (SLO: <18.750ms 📉 -23.8%) vs baseline: ~same

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.6%


✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.779ms (SLO: <19.350ms 📉 -23.6%) vs baseline: -0.3%

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


✅ modulo_aspect_for_bytes

Time: ✅ 14.359ms (SLO: <18.900ms 📉 -24.0%) vs baseline: ~same

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.7%


✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.581ms (SLO: <19.150ms 📉 -23.9%) vs baseline: -0.8%

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


✅ modulo_noaspect

Time: ✅ 0.357ms (SLO: <3.000ms 📉 -88.1%) vs baseline: -1.9%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ replace_aspect

Time: ✅ 18.449ms (SLO: <24.000ms 📉 -23.1%) vs baseline: +0.4%

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


✅ replace_noaspect

Time: ✅ 278.400µs (SLO: <300.000µs -7.2%) vs baseline: -1.8%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ repr_aspect

Time: ✅ 311.481µs (SLO: <420.000µs 📉 -25.8%) vs baseline: +0.5%

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


✅ repr_noaspect

Time: ✅ 46.885µs (SLO: <90.000µs 📉 -47.9%) vs baseline: -0.7%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ rstrip_aspect

Time: ✅ 380.197µs (SLO: <500.000µs 📉 -24.0%) vs baseline: -0.6%

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


✅ rstrip_noaspect

Time: ✅ 181.111µs (SLO: <300.000µs 📉 -39.6%) vs baseline: +0.9%

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


✅ slice_aspect

Time: ✅ 180.354µs (SLO: <300.000µs 📉 -39.9%) vs baseline: -1.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ slice_noaspect

Time: ✅ 53.928µs (SLO: <90.000µs 📉 -40.1%) vs baseline: +0.6%

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


✅ stringio_aspect

Time: ✅ 4.336ms (SLO: <5.000ms 📉 -13.3%) vs baseline: 📈 +13.9%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%


✅ stringio_noaspect

Time: ✅ 345.247µs (SLO: <500.000µs 📉 -31.0%) vs baseline: +0.7%

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


✅ strip_aspect

Time: ✅ 268.410µs (SLO: <350.000µs 📉 -23.3%) vs baseline: ~same

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%


✅ strip_noaspect

Time: ✅ 173.830µs (SLO: <240.000µs 📉 -27.6%) vs baseline: -0.1%

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


✅ swapcase_aspect

Time: ✅ 325.417µs (SLO: <500.000µs 📉 -34.9%) vs baseline: -1.5%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +5.2%


✅ swapcase_noaspect

Time: ✅ 267.044µs (SLO: <400.000µs 📉 -33.2%) vs baseline: -1.8%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%)


✅ title_aspect

Time: ✅ 318.609µs (SLO: <500.000µs 📉 -36.3%) vs baseline: +0.3%

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


✅ title_noaspect

Time: ✅ 253.138µs (SLO: <400.000µs 📉 -36.7%) vs baseline: -2.0%

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


✅ translate_aspect

Time: ✅ 488.970µs (SLO: <700.000µs 📉 -30.1%) vs baseline: +0.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%


✅ translate_noaspect

Time: ✅ 420.611µs (SLO: <500.000µs 📉 -15.9%) vs baseline: -0.8%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ upper_aspect

Time: ✅ 291.516µs (SLO: <500.000µs 📉 -41.7%) vs baseline: -0.3%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ upper_noaspect

Time: ✅ 229.923µs (SLO: <400.000µs 📉 -42.5%) vs baseline: -2.2%

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


📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 509.517µs (SLO: <700.000µs 📉 -27.2%) vs baseline: 📈 +23.0%

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


✅ ospathbasename_noaspect

Time: ✅ 424.587µs (SLO: <700.000µs 📉 -39.3%) vs baseline: -0.9%

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


✅ ospathjoin_aspect

Time: ✅ 616.911µs (SLO: <700.000µs 📉 -11.9%) vs baseline: -0.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ ospathjoin_noaspect

Time: ✅ 626.149µs (SLO: <700.000µs 📉 -10.6%) vs baseline: -0.9%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ ospathnormcase_aspect

Time: ✅ 347.139µs (SLO: <700.000µs 📉 -50.4%) vs baseline: +0.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.8%


✅ ospathnormcase_noaspect

Time: ✅ 359.883µs (SLO: <700.000µs 📉 -48.6%) vs baseline: +1.1%

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


✅ ospathsplit_aspect

Time: ✅ 485.399µs (SLO: <700.000µs 📉 -30.7%) vs baseline: +1.7%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ ospathsplit_noaspect

Time: ✅ 492.394µs (SLO: <700.000µs 📉 -29.7%) vs baseline: -0.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.8%


✅ ospathsplitdrive_aspect

Time: ✅ 372.573µs (SLO: <700.000µs 📉 -46.8%) vs baseline: +0.8%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.6%


✅ ospathsplitdrive_noaspect

Time: ✅ 73.020µs (SLO: <700.000µs 📉 -89.6%) vs baseline: -0.3%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ ospathsplitext_aspect

Time: ✅ 450.915µs (SLO: <700.000µs 📉 -35.6%) vs baseline: +0.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.0%


✅ ospathsplitext_noaspect

Time: ✅ 461.508µs (SLO: <700.000µs 📉 -34.1%) vs baseline: +0.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.9%

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

⚠️ context_with_data_listeners

Time: ⚠️ 13.292µs (SLO: <20.000µs 📉 -33.5%) vs baseline: ~same

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.8%


✅ context_with_data_no_listeners

Time: ✅ 3.302µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.7%

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


✅ get_item_exists

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.4%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.5%


✅ get_item_missing

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.6%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%


✅ set_item

Time: ✅ 24.240µs (SLO: <30.000µs 📉 -19.2%) vs baseline: +0.3%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.5%


⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.238µs (SLO: <170.000µs -8.7%) vs baseline: +0.3%

Memory: ✅ 39.973MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +5.0%


✅ import_many_cached

Time: ✅ 121.585µs (SLO: <130.000µs -6.5%) vs baseline: +0.7%

Memory: ✅ 40.077MB (SLO: <46.000MB 📉 -12.9%) vs baseline: +5.3%


✅ import_many_stdlib

Time: ✅ 0.770ms (SLO: <1.750ms 📉 -56.0%) vs baseline: +0.4%

Memory: ✅ 40.147MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +5.7%


⚠️ import_many_stdlib_cached

Time: ⚠️ 0.175ms (SLO: <1.100ms 📉 -84.1%) vs baseline: +0.4%

Memory: ✅ 39.855MB (SLO: <46.000MB 📉 -13.4%) vs baseline: +4.3%


✅ import_many_unknown

Time: ✅ 833.768µs (SLO: <890.000µs -6.3%) vs baseline: ~same

Memory: ✅ 40.406MB (SLO: <46.000MB 📉 -12.2%) vs baseline: +5.4%


✅ import_many_unknown_cached

Time: ✅ 792.478µs (SLO: <870.000µs -8.9%) vs baseline: +0.2%

Memory: ✅ 40.346MB (SLO: <46.000MB 📉 -12.3%) vs baseline: +5.6%


✅ import_one

Time: ✅ 19.875µs (SLO: <30.000µs 📉 -33.7%) vs baseline: +0.1%

Memory: ✅ 39.934MB (SLO: <46.000MB 📉 -13.2%) vs baseline: +4.8%


✅ import_one_cache

Time: ✅ 6.242µs (SLO: <10.000µs 📉 -37.6%) vs baseline: -0.8%

Memory: ✅ 39.970MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +5.2%


✅ import_one_stdlib

Time: ✅ 18.676µs (SLO: <20.000µs -6.6%) vs baseline: -0.2%

Memory: ✅ 40.149MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +5.6%


✅ import_one_stdlib_cache

Time: ✅ 6.239µs (SLO: <10.000µs 📉 -37.6%) vs baseline: -0.4%

Memory: ✅ 40.176MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +5.0%


✅ import_one_unknown

Time: ✅ 45.805µs (SLO: <50.000µs -8.4%) vs baseline: +1.3%

Memory: ✅ 39.987MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +5.0%


✅ import_one_unknown_cache

Time: ✅ 6.311µs (SLO: <10.000µs 📉 -36.9%) vs baseline: +0.1%

Memory: ✅ 40.215MB (SLO: <43.000MB -6.5%) vs baseline: +5.3%

✅ All Tests Passing (20 suites)
djangosimple - 25/25

✅ appsec

Time: ✅ 19.595ms (SLO: <22.300ms 📉 -12.1%) vs baseline: +0.1%

Memory: ✅ 67.653MB (SLO: <73.500MB -8.0%) vs baseline: +5.1%


✅ exception-replay-enabled

Time: ✅ 1.383ms (SLO: <1.450ms -4.6%) vs baseline: ~same

Memory: ✅ 65.824MB (SLO: <71.500MB -7.9%) vs baseline: +5.1%


✅ iast

Time: ✅ 19.651ms (SLO: <22.250ms 📉 -11.7%) vs baseline: +0.3%


✅ profiler

Time: ✅ 15.374ms (SLO: <16.550ms -7.1%) vs baseline: ~same

Memory: ✅ 58.812MB (SLO: <61.000MB -3.6%) vs baseline: +5.3%


✅ resource-renaming

Time: ✅ 19.644ms (SLO: <21.750ms -9.7%) vs baseline: +0.1%


✅ span-code-origin

Time: ✅ 20.016ms (SLO: <28.200ms 📉 -29.0%) vs baseline: +0.9%

Memory: ✅ 67.574MB (SLO: <75.000MB -9.9%) vs baseline: +4.8%


✅ tracer

Time: ✅ 19.631ms (SLO: <21.750ms -9.7%) vs baseline: +0.2%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.9%


✅ tracer-and-profiler

Time: ✅ 21.076ms (SLO: <23.500ms 📉 -10.3%) vs baseline: -0.1%

Memory: ✅ 69.186MB (SLO: <75.000MB -7.8%) vs baseline: +5.2%


✅ tracer-dont-create-db-spans

Time: ✅ 19.687ms (SLO: <21.500ms -8.4%) vs baseline: +0.3%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.9%


✅ tracer-minimal

Time: ✅ 16.794ms (SLO: <17.500ms -4.0%) vs baseline: ~same

Memory: ✅ 67.574MB (SLO: <75.000MB -9.9%) vs baseline: +4.9%


✅ tracer-native

Time: ✅ 19.479ms (SLO: <21.750ms 📉 -10.4%) vs baseline: -0.2%


✅ tracer-no-caches

Time: ✅ 17.604ms (SLO: <19.650ms 📉 -10.4%) vs baseline: +0.3%


✅ tracer-no-databases

Time: ✅ 19.344ms (SLO: <20.100ms -3.8%) vs baseline: +1.1%

Memory: ✅ 67.613MB (SLO: <75.000MB -9.8%) vs baseline: +4.9%


✅ tracer-no-middleware

Time: ✅ 19.328ms (SLO: <21.500ms 📉 -10.1%) vs baseline: -0.1%


✅ tracer-no-templates

Time: ✅ 19.587ms (SLO: <22.000ms 📉 -11.0%) vs baseline: +1.6%

Memory: ✅ 67.574MB (SLO: <73.500MB -8.1%) vs baseline: +4.9%


errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.329ms (SLO: <19.850ms 📉 -17.7%) vs baseline: +0.1%

Memory: ✅ 67.269MB (SLO: <75.000MB 📉 -10.3%) vs baseline: +4.6%


✅ errortracking-enabled-user

Time: ✅ 16.406ms (SLO: <19.400ms 📉 -15.4%) vs baseline: +0.2%

Memory: ✅ 67.424MB (SLO: <75.000MB 📉 -10.1%) vs baseline: +5.1%


✅ tracer-enabled

Time: ✅ 16.380ms (SLO: <19.450ms 📉 -15.8%) vs baseline: -0.2%

Memory: ✅ 67.196MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +5.2%


errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.107ms (SLO: <2.300ms -8.4%) vs baseline: -0.2%

Memory: ✅ 55.050MB (SLO: <60.000MB -8.2%) vs baseline: +4.9%


✅ errortracking-enabled-user

Time: ✅ 2.111ms (SLO: <2.250ms -6.2%) vs baseline: -0.1%

Memory: ✅ 54.972MB (SLO: <60.000MB -8.4%) vs baseline: +4.7%


✅ tracer-enabled

Time: ✅ 2.102ms (SLO: <2.300ms -8.6%) vs baseline: ~same

Memory: ✅ 55.050MB (SLO: <60.000MB -8.2%) vs baseline: +4.9%


flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.432ms (SLO: <4.750ms 📉 -27.7%) vs baseline: +0.7%

Memory: ✅ 55.031MB (SLO: <66.500MB 📉 -17.2%) vs baseline: +4.9%


✅ appsec-post

Time: ✅ 2.898ms (SLO: <6.750ms 📉 -57.1%) vs baseline: +0.2%

Memory: ✅ 55.149MB (SLO: <66.500MB 📉 -17.1%) vs baseline: +4.8%


✅ appsec-telemetry

Time: ✅ 3.450ms (SLO: <4.750ms 📉 -27.4%) vs baseline: +1.2%

Memory: ✅ 55.029MB (SLO: <66.500MB 📉 -17.2%) vs baseline: +4.6%


✅ debugger

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: ~same

Memory: ✅ 48.543MB (SLO: <51.500MB -5.7%) vs baseline: +5.1%


✅ iast-get

Time: ✅ 1.858ms (SLO: <2.000ms -7.1%) vs baseline: ~same

Memory: ✅ 45.141MB (SLO: <49.000MB -7.9%) vs baseline: +4.4%


✅ profiler

Time: ✅ 1.902ms (SLO: <2.100ms -9.4%) vs baseline: -0.3%

Memory: ✅ 51.177MB (SLO: <52.500MB -2.5%) vs baseline: +5.1%


✅ resource-renaming

Time: ✅ 3.396ms (SLO: <3.650ms -7.0%) vs baseline: -0.3%

Memory: ✅ 55.050MB (SLO: <60.000MB -8.3%) vs baseline: +4.7%


✅ tracer

Time: ✅ 3.412ms (SLO: <3.650ms -6.5%) vs baseline: -0.1%

Memory: ✅ 55.031MB (SLO: <60.000MB -8.3%) vs baseline: +4.9%


✅ tracer-native

Time: ✅ 3.402ms (SLO: <3.650ms -6.8%) vs baseline: -0.2%

Memory: ✅ 55.129MB (SLO: <60.000MB -8.1%) vs baseline: +5.3%


flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.101ms (SLO: <4.200ms 📉 -50.0%) vs baseline: ~same

Memory: ✅ 54.952MB (SLO: <66.000MB 📉 -16.7%) vs baseline: +4.6%


✅ iast-enabled

Time: ✅ 2.104ms (SLO: <2.800ms 📉 -24.8%) vs baseline: ~same

Memory: ✅ 54.991MB (SLO: <62.500MB 📉 -12.0%) vs baseline: +4.6%


✅ tracer-enabled

Time: ✅ 2.097ms (SLO: <2.250ms -6.8%) vs baseline: ~same

Memory: ✅ 55.011MB (SLO: <60.000MB -8.3%) vs baseline: +4.8%


forktime - 4/4

✅ baseline

Time: ✅ 1.964ms (SLO: <3.000ms 📉 -34.5%) vs baseline: +4.2%

Memory: ✅ 29.629MB (SLO: <33.000MB 📉 -10.2%) vs baseline: +4.8%


✅ configured

Time: ✅ 8.590ms (SLO: <13.000ms 📉 -33.9%) vs baseline: -0.5%

Memory: ✅ 55.025MB (SLO: <60.000MB -8.3%) vs baseline: +5.0%


httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 79.411µs (SLO: <100.000µs 📉 -20.6%) vs baseline: +4.9%

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


✅ b3_headers

Time: ✅ 12.776µs (SLO: <20.000µs 📉 -36.1%) vs baseline: -0.4%

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


✅ b3_single_headers

Time: ✅ 11.894µs (SLO: <20.000µs 📉 -40.5%) vs baseline: +0.6%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.6%


✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 61.134µs (SLO: <80.000µs 📉 -23.6%) vs baseline: +0.2%

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


✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 62.514µs (SLO: <80.000µs 📉 -21.9%) vs baseline: +0.3%

Memory: ✅ 35.783MB (SLO: <38.000MB -5.8%) vs baseline: +5.2%


✅ empty_headers

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.4%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%


✅ full_t_id_datadog_headers

Time: ✅ 20.886µs (SLO: <30.000µs 📉 -30.4%) vs baseline: -0.3%

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


✅ invalid_priority_header

Time: ✅ 5.980µs (SLO: <10.000µs 📉 -40.2%) vs baseline: +1.1%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.8%


✅ invalid_span_id_header

Time: ✅ 5.942µs (SLO: <10.000µs 📉 -40.6%) vs baseline: +0.2%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%


✅ invalid_tags_header

Time: ✅ 5.965µs (SLO: <10.000µs 📉 -40.4%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.1%


✅ invalid_trace_id_header

Time: ✅ 5.937µs (SLO: <10.000µs 📉 -40.6%) vs baseline: +1.1%

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


✅ large_header_no_matches

Time: ✅ 26.834µs (SLO: <30.000µs 📉 -10.6%) vs baseline: -0.4%

Memory: ✅ 35.802MB (SLO: <38.000MB -5.8%) vs baseline: +5.3%


✅ large_valid_headers_all

Time: ✅ 27.996µs (SLO: <40.000µs 📉 -30.0%) vs baseline: -0.5%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +5.2%


✅ medium_header_no_matches

Time: ✅ 9.412µs (SLO: <20.000µs 📉 -52.9%) vs baseline: +0.5%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.9%


✅ medium_valid_headers_all

Time: ✅ 10.740µs (SLO: <20.000µs 📉 -46.3%) vs baseline: -0.6%

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


✅ none_propagation_style

Time: ✅ 1.378µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -2.5%

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


✅ tracecontext_headers

Time: ✅ 32.607µs (SLO: <40.000µs 📉 -18.5%) vs baseline: +0.4%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.9%


✅ valid_headers_all

Time: ✅ 5.973µs (SLO: <10.000µs 📉 -40.3%) vs baseline: +1.4%

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


✅ valid_headers_basic

Time: ✅ 5.520µs (SLO: <10.000µs 📉 -44.8%) vs baseline: -0.1%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.5%


✅ wsgi_empty_headers

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.2%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%


✅ wsgi_invalid_priority_header

Time: ✅ 6.003µs (SLO: <10.000µs 📉 -40.0%) vs baseline: +0.5%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.9%


✅ wsgi_invalid_span_id_header

Time: ✅ 1.315µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +0.9%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.5%


✅ wsgi_invalid_tags_header

Time: ✅ 5.981µs (SLO: <10.000µs 📉 -40.2%) vs baseline: ~same

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


✅ wsgi_invalid_trace_id_header

Time: ✅ 5.975µs (SLO: <10.000µs 📉 -40.2%) vs baseline: -0.3%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%


✅ wsgi_large_header_no_matches

Time: ✅ 28.253µs (SLO: <40.000µs 📉 -29.4%) vs baseline: +0.4%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.8%


✅ wsgi_large_valid_headers_all

Time: ✅ 29.284µs (SLO: <40.000µs 📉 -26.8%) vs baseline: ~same

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%


✅ wsgi_medium_header_no_matches

Time: ✅ 9.524µs (SLO: <20.000µs 📉 -52.4%) vs baseline: +0.1%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.8%


✅ wsgi_medium_valid_headers_all

Time: ✅ 11.074µs (SLO: <20.000µs 📉 -44.6%) vs baseline: +0.4%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +5.0%


✅ wsgi_valid_headers_all

Time: ✅ 5.997µs (SLO: <10.000µs 📉 -40.0%) vs baseline: +0.8%

Memory: ✅ 35.842MB (SLO: <38.000MB -5.7%) vs baseline: +5.7%


✅ wsgi_valid_headers_basic

Time: ✅ 5.587µs (SLO: <10.000µs 📉 -44.1%) vs baseline: +0.8%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +5.1%


httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.483µs (SLO: <30.000µs 📉 -31.7%) vs baseline: +4.8%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +5.1%


✅ with_all

Time: ✅ 26.225µs (SLO: <40.000µs 📉 -34.4%) vs baseline: +0.2%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.9%


✅ with_dd_origin

Time: ✅ 23.183µs (SLO: <30.000µs 📉 -22.7%) vs baseline: +0.4%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%


✅ with_priority_and_origin

Time: ✅ 22.808µs (SLO: <40.000µs 📉 -43.0%) vs baseline: +0.7%

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


✅ with_sampling_priority

Time: ✅ 19.598µs (SLO: <30.000µs 📉 -34.7%) vs baseline: +0.7%

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


✅ with_tags

Time: ✅ 24.516µs (SLO: <40.000µs 📉 -38.7%) vs baseline: +1.2%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +5.0%


✅ with_tags_invalid

Time: ✅ 25.732µs (SLO: <40.000µs 📉 -35.7%) vs baseline: +0.4%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%


✅ with_tags_max_size

Time: ✅ 24.877µs (SLO: <40.000µs 📉 -37.8%) vs baseline: +0.4%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +4.9%


iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 147.894µs (SLO: <250.000µs 📉 -40.8%) vs baseline: -2.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.0%


✅ rsplit_noaspect

Time: ✅ 150.385µs (SLO: <250.000µs 📉 -39.8%) vs baseline: -4.3%

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


✅ split_aspect

Time: ✅ 144.554µs (SLO: <250.000µs 📉 -42.2%) vs baseline: -3.7%

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


✅ split_noaspect

Time: ✅ 150.734µs (SLO: <250.000µs 📉 -39.7%) vs baseline: -1.1%

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


✅ splitlines_aspect

Time: ✅ 146.822µs (SLO: <250.000µs 📉 -41.3%) vs baseline: +1.3%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.7%


✅ splitlines_noaspect

Time: ✅ 151.460µs (SLO: <250.000µs 📉 -39.4%) vs baseline: -0.8%

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


iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.376µs (SLO: <60.000µs 📉 -19.4%) vs baseline: -0.6%

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


✅ propagation_enabled

Time: ✅ 138.354µs (SLO: <190.000µs 📉 -27.2%) vs baseline: +2.8%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.6%


✅ propagation_enabled_100

Time: ✅ 1.625ms (SLO: <2.300ms 📉 -29.4%) vs baseline: +4.4%

Memory: ✅ 38.948MB (SLO: <42.000MB -7.3%) vs baseline: +4.7%


✅ propagation_enabled_1000

Time: ✅ 29.569ms (SLO: <34.550ms 📉 -14.4%) vs baseline: +2.2%

Memory: ✅ 38.968MB (SLO: <42.000MB -7.2%) vs baseline: +4.3%


otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.404ms (SLO: <42.000ms -3.8%) vs baseline: +0.2%

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.7%


✅ add-link

Time: ✅ 36.159ms (SLO: <38.550ms -6.2%) vs baseline: -0.6%

Memory: ✅ 38.103MB (SLO: <40.750MB -6.5%) vs baseline: +4.9%


✅ add-metrics

Time: ✅ 219.932ms (SLO: <232.000ms -5.2%) vs baseline: -0.2%

Memory: ✅ 38.004MB (SLO: <40.750MB -6.7%) vs baseline: +4.7%


✅ add-tags

Time: ✅ 211.014ms (SLO: <221.600ms -4.8%) vs baseline: -0.2%

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


✅ get-context

Time: ✅ 29.060ms (SLO: <31.300ms -7.2%) vs baseline: -0.5%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.7%


✅ is-recording

Time: ✅ 29.286ms (SLO: <31.000ms -5.5%) vs baseline: +0.5%

Memory: ✅ 38.044MB (SLO: <40.750MB -6.6%) vs baseline: +4.7%


✅ record-exception

Time: ✅ 63.224ms (SLO: <65.850ms -4.0%) vs baseline: +0.2%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.0%


✅ set-status

Time: ✅ 31.839ms (SLO: <34.150ms -6.8%) vs baseline: +0.2%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.4%


✅ start

Time: ✅ 29.366ms (SLO: <30.150ms -2.6%) vs baseline: +1.8%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.8%


✅ start-finish

Time: ✅ 34.143ms (SLO: <35.350ms -3.4%) vs baseline: ~same

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


✅ start-finish-telemetry

Time: ✅ 33.970ms (SLO: <35.450ms -4.2%) vs baseline: ~same

Memory: ✅ 38.201MB (SLO: <40.750MB -6.3%) vs baseline: +5.6%


✅ update-name

Time: ✅ 31.149ms (SLO: <33.400ms -6.7%) vs baseline: +0.7%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.8%


otelspan - 22/22

✅ add-event

Time: ✅ 40.976ms (SLO: <47.150ms 📉 -13.1%) vs baseline: +0.5%

Memory: ✅ 40.345MB (SLO: <47.000MB 📉 -14.2%) vs baseline: +4.4%


✅ add-metrics

Time: ✅ 250.194ms (SLO: <344.800ms 📉 -27.4%) vs baseline: -0.4%

Memory: ✅ 44.850MB (SLO: <47.500MB -5.6%) vs baseline: +4.9%


✅ add-tags

Time: ✅ 306.345ms (SLO: <330.000ms -7.2%) vs baseline: -0.7%

Memory: ✅ 44.814MB (SLO: <47.500MB -5.7%) vs baseline: +4.9%


✅ get-context

Time: ✅ 81.241ms (SLO: <92.350ms 📉 -12.0%) vs baseline: +0.4%

Memory: ✅ 40.867MB (SLO: <46.500MB 📉 -12.1%) vs baseline: +5.0%


✅ is-recording

Time: ✅ 37.262ms (SLO: <44.500ms 📉 -16.3%) vs baseline: -0.2%

Memory: ✅ 40.323MB (SLO: <47.500MB 📉 -15.1%) vs baseline: +4.9%


✅ record-exception

Time: ✅ 59.956ms (SLO: <67.650ms 📉 -11.4%) vs baseline: +0.4%

Memory: ✅ 40.767MB (SLO: <47.000MB 📉 -13.3%) vs baseline: +4.5%


✅ set-status

Time: ✅ 43.775ms (SLO: <50.400ms 📉 -13.1%) vs baseline: +0.3%

Memory: ✅ 40.189MB (SLO: <47.000MB 📉 -14.5%) vs baseline: +4.7%


✅ start

Time: ✅ 37.991ms (SLO: <43.450ms 📉 -12.6%) vs baseline: +4.2%

Memory: ✅ 40.434MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +5.1%


✅ start-finish

Time: ✅ 85.575ms (SLO: <90.000ms -4.9%) vs baseline: ~same

Memory: ✅ 38.103MB (SLO: <46.500MB 📉 -18.1%) vs baseline: +4.9%


✅ start-finish-telemetry

Time: ✅ 87.200ms (SLO: <91.000ms -4.2%) vs baseline: +0.2%

Memory: ✅ 38.083MB (SLO: <46.500MB 📉 -18.1%) vs baseline: +4.8%


✅ update-name

Time: ✅ 38.190ms (SLO: <45.150ms 📉 -15.4%) vs baseline: -0.5%

Memory: ✅ 40.506MB (SLO: <47.000MB 📉 -13.8%) vs baseline: +5.3%


packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 345.900ms (SLO: <354.300ms -2.4%) vs baseline: -1.4%

Memory: ✅ 41.850MB (SLO: <46.000MB -9.0%) vs baseline: +4.6%


✅ cache_on

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.0%

Memory: ✅ 39.868MB (SLO: <46.000MB 📉 -13.3%) vs baseline: +5.2%


ratelimiter - 12/12

✅ defaults

Time: ✅ 2.354µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.3%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +5.3%


✅ high_rate_limit

Time: ✅ 2.418µs (SLO: <10.000µs 📉 -75.8%) vs baseline: ~same

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +5.1%


✅ long_window

Time: ✅ 2.356µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.7%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +5.1%


✅ low_rate_limit

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

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.6%


✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.4%

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


✅ short_window

Time: ✅ 2.480µs (SLO: <10.000µs 📉 -75.2%) vs baseline: -1.2%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +5.0%


recursivecomputation - 8/8

✅ deep

Time: ✅ 310.088ms (SLO: <320.950ms -3.4%) vs baseline: +0.1%

Memory: ✅ 36.294MB (SLO: <38.750MB -6.3%) vs baseline: +4.5%


✅ deep-profiled

Time: ✅ 330.431ms (SLO: <359.150ms -8.0%) vs baseline: -0.2%

Memory: ✅ 42.271MB (SLO: <46.000MB -8.1%) vs baseline: +5.2%


✅ medium

Time: ✅ 7.137ms (SLO: <7.400ms -3.6%) vs baseline: +0.3%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.5%


✅ shallow

Time: ✅ 0.983ms (SLO: <1.050ms -6.4%) vs baseline: +2.0%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.6%


samplingrules - 8/8

✅ average_match

Time: ✅ 147.451µs (SLO: <290.000µs 📉 -49.2%) vs baseline: -2.7%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%


✅ high_match

Time: ✅ 191.177µs (SLO: <480.000µs 📉 -60.2%) vs baseline: -5.5%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%


✅ low_match

Time: ✅ 100.135µs (SLO: <120.000µs 📉 -16.6%) vs baseline: ~same

Memory: ✅ 707.073MB (SLO: <780.000MB -9.3%) vs baseline: +4.9%


✅ very_low_match

Time: ✅ 2.854ms (SLO: <8.500ms 📉 -66.4%) vs baseline: -3.8%

Memory: ✅ 78.316MB (SLO: <85.000MB -7.9%) vs baseline: +4.9%


sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.473µs (SLO: <20.000µs 📉 -47.6%) vs baseline: -0.5%

Memory: ✅ 35.960MB (SLO: <38.750MB -7.2%) vs baseline: +4.5%


✅ all-enabled

Time: ✅ 41.020µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +1.7%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +5.1%


✅ collectipvariant_exists

Time: ✅ 40.736µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.7%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.6%


✅ no-collectipvariant

Time: ✅ 40.031µs (SLO: <50.000µs 📉 -19.9%) vs baseline: -0.3%

Memory: ✅ 35.999MB (SLO: <38.750MB -7.1%) vs baseline: +4.5%


✅ no-useragentvariant

Time: ✅ 38.659µs (SLO: <50.000µs 📉 -22.7%) vs baseline: -0.4%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +4.7%


✅ obfuscation-no-query

Time: ✅ 40.491µs (SLO: <50.000µs 📉 -19.0%) vs baseline: -0.5%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +5.0%


✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.253µs (SLO: <90.000µs 📉 -15.3%) vs baseline: ~same

Memory: ✅ 36.392MB (SLO: <38.750MB -6.1%) vs baseline: +4.8%


✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.612µs (SLO: <90.000µs 📉 -14.9%) vs baseline: -0.2%

Memory: ✅ 36.333MB (SLO: <38.750MB -6.2%) vs baseline: +4.8%


✅ obfuscation-send-querystring-disabled

Time: ✅ 155.187µs (SLO: <170.000µs -8.7%) vs baseline: +0.1%

Memory: ✅ 36.294MB (SLO: <38.750MB -6.3%) vs baseline: +4.6%


✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.811µs (SLO: <160.000µs -6.4%) vs baseline: ~same

Memory: ✅ 36.372MB (SLO: <38.750MB -6.1%) vs baseline: +4.7%


✅ obfuscation-worst-case-implicit-query

Time: ✅ 156.109µs (SLO: <170.000µs -8.2%) vs baseline: +0.3%

Memory: ✅ 36.313MB (SLO: <38.750MB -6.3%) vs baseline: +4.2%


✅ useragentvariant_exists_1

Time: ✅ 39.518µs (SLO: <50.000µs 📉 -21.0%) vs baseline: ~same

Memory: ✅ 36.215MB (SLO: <38.750MB -6.5%) vs baseline: +5.3%


✅ useragentvariant_exists_2

Time: ✅ 40.540µs (SLO: <50.000µs 📉 -18.9%) vs baseline: -1.2%

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


✅ useragentvariant_exists_3

Time: ✅ 40.019µs (SLO: <50.000µs 📉 -20.0%) vs baseline: -0.3%

Memory: ✅ 36.196MB (SLO: <38.750MB -6.6%) vs baseline: +5.2%


✅ useragentvariant_not_exists_1

Time: ✅ 39.466µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.5%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.6%


✅ useragentvariant_not_exists_2

Time: ✅ 39.516µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.5%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.9%


span - 26/26

✅ add-event

Time: ✅ 18.693ms (SLO: <22.500ms 📉 -16.9%) vs baseline: +0.3%

Memory: ✅ 37.690MB (SLO: <53.000MB 📉 -28.9%) vs baseline: +5.1%


✅ add-metrics

Time: ✅ 88.715ms (SLO: <93.500ms -5.1%) vs baseline: +0.5%

Memory: ✅ 42.251MB (SLO: <53.000MB 📉 -20.3%) vs baseline: +5.1%


✅ add-tags

Time: ✅ 144.156ms (SLO: <155.000ms -7.0%) vs baseline: ~same

Memory: ✅ 41.933MB (SLO: <53.000MB 📉 -20.9%) vs baseline: +4.6%


✅ get-context

Time: ✅ 17.047ms (SLO: <20.500ms 📉 -16.8%) vs baseline: -0.3%

Memory: ✅ 37.591MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +4.9%


✅ is-recording

Time: ✅ 17.279ms (SLO: <20.500ms 📉 -15.7%) vs baseline: +0.2%

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.6%


✅ record-exception

Time: ✅ 38.068ms (SLO: <41.000ms -7.2%) vs baseline: +1.1%

Memory: ✅ 38.105MB (SLO: <53.000MB 📉 -28.1%) vs baseline: +4.7%


✅ set-status

Time: ✅ 18.904ms (SLO: <22.000ms 📉 -14.1%) vs baseline: ~same

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.7%


✅ start

Time: ✅ 17.999ms (SLO: <20.500ms 📉 -12.2%) vs baseline: +6.0%

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.8%


✅ start-finish

Time: ✅ 53.462ms (SLO: <56.000ms -4.5%) vs baseline: -0.4%

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


✅ start-finish-telemetry

Time: ✅ 54.699ms (SLO: <58.000ms -5.7%) vs baseline: -0.4%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +5.1%


✅ start-finish-traceid128

Time: ✅ 56.371ms (SLO: <60.000ms -6.0%) vs baseline: +0.2%

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


✅ start-traceid128

Time: ✅ 17.129ms (SLO: <22.500ms 📉 -23.9%) vs baseline: +0.8%

Memory: ✅ 37.473MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.7%


✅ update-name

Time: ✅ 17.629ms (SLO: <22.000ms 📉 -19.9%) vs baseline: ~same

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.7%


telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.271µs (SLO: <20.000µs 📉 -88.6%) vs baseline: +9.7%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.8%


✅ 1-count-metrics-100-times

Time: ✅ 153.750µs (SLO: <220.000µs 📉 -30.1%) vs baseline: +2.3%

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


✅ 1-distribution-metric-1-times

Time: ✅ 2.400µs (SLO: <20.000µs 📉 -88.0%) vs baseline: -1.2%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.9%


✅ 1-distribution-metrics-100-times

Time: ✅ 163.022µs (SLO: <230.000µs 📉 -29.1%) vs baseline: +0.2%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.6%


✅ 1-gauge-metric-1-times

Time: ✅ 1.982µs (SLO: <20.000µs 📉 -90.1%) vs baseline: +0.7%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.6%


✅ 1-gauge-metrics-100-times

Time: ✅ 136.977µs (SLO: <150.000µs -8.7%) vs baseline: +0.5%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +5.1%


✅ 1-rate-metric-1-times

Time: ✅ 2.268µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +3.7%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +5.1%


✅ 1-rate-metrics-100-times

Time: ✅ 168.554µs (SLO: <250.000µs 📉 -32.6%) vs baseline: +3.3%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +5.0%


✅ 100-count-metrics-100-times

Time: ✅ 15.315ms (SLO: <22.000ms 📉 -30.4%) vs baseline: +2.1%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.7%


✅ 100-distribution-metrics-100-times

Time: ✅ 1.716ms (SLO: <2.550ms 📉 -32.7%) vs baseline: +0.7%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.8%


✅ 100-gauge-metrics-100-times

Time: ✅ 1.402ms (SLO: <1.550ms -9.6%) vs baseline: -0.2%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.5%


✅ 100-rate-metrics-100-times

Time: ✅ 1.739ms (SLO: <2.550ms 📉 -31.8%) vs baseline: +3.4%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.7%


✅ flush-1-metric

Time: ✅ 3.574µs (SLO: <20.000µs 📉 -82.1%) vs baseline: +1.3%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.9%


✅ flush-100-metrics

Time: ✅ 174.999µs (SLO: <250.000µs 📉 -30.0%) vs baseline: -0.7%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.9%


✅ flush-1000-metrics

Time: ✅ 2.181ms (SLO: <2.500ms 📉 -12.7%) vs baseline: -0.3%

Memory: ✅ 36.294MB (SLO: <38.750MB -6.3%) vs baseline: +4.8%


tracer - 6/6

✅ large

Time: ✅ 31.716ms (SLO: <32.950ms -3.7%) vs baseline: +1.0%

Memory: ✅ 36.746MB (SLO: <39.250MB -6.4%) vs baseline: +5.1%


✅ medium

Time: ✅ 3.110ms (SLO: <3.200ms -2.8%) vs baseline: +0.5%

Memory: ✅ 35.625MB (SLO: <38.750MB -8.1%) vs baseline: +5.1%


✅ small

Time: ✅ 362.127µs (SLO: <370.000µs -2.1%) vs baseline: +4.2%

Memory: ✅ 35.488MB (SLO: <38.750MB -8.4%) vs baseline: +4.7%

ℹ️ Scenarios Missing SLO Configuration (46 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
  • iast_aspects-re_expand_aspect
  • iast_aspects-re_expand_noaspect
  • iast_aspects-re_findall_aspect
  • iast_aspects-re_findall_noaspect
  • iast_aspects-re_finditer_aspect
  • iast_aspects-re_finditer_noaspect
  • iast_aspects-re_fullmatch_aspect
  • iast_aspects-re_fullmatch_noaspect
  • iast_aspects-re_group_aspect
  • iast_aspects-re_group_noaspect
  • iast_aspects-re_groups_aspect
  • iast_aspects-re_groups_noaspect
  • iast_aspects-re_match_aspect
  • iast_aspects-re_match_noaspect
  • iast_aspects-re_search_aspect
  • iast_aspects-re_search_noaspect
  • iast_aspects-re_sub_aspect
  • iast_aspects-re_sub_noaspect
  • iast_aspects-re_subn_aspect
  • iast_aspects-re_subn_noaspect
  • 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

@KowalskiThomas
KowalskiThomas merged commit 3c669b7 into 4.5 Mar 13, 2026
945 checks passed
@KowalskiThomas
KowalskiThomas deleted the kowalski/fix-better-vm-exit-detection-for-periodic-threads-16741 branch March 13, 2026 14:49
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6 participants