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feat(tracing): process tags about service name source [APMLP-1052]#16593

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emmettbutler wants to merge 13 commits intomainfrom
emmett.butler/svc-process-tags
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feat(tracing): process tags about service name source [APMLP-1052]#16593
emmettbutler wants to merge 13 commits intomainfrom
emmett.butler/svc-process-tags

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This change implements the RFC referenced in AMPLP-1052 describing a process-level tagging structure indicating the source of the service name.

@emmettbutler emmettbutler requested review from a team as code owners February 19, 2026 22:09
@emmettbutler emmettbutler added the changelog/no-changelog A changelog entry is not required for this PR. label Feb 19, 2026
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if not config.enabled:
return None, None

from ddtrace import config as ddtrace_config

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P1 Badge Avoid importing ddtrace.config during process-tags init

When DD_EXPERIMENTAL_PROPAGATE_PROCESS_TAGS_ENABLED=true, generate_process_tags() executes at module import time and hits from ddtrace import config; at that point ddtrace/__init__.py has imported telemetry (which imports process_tags) before it binds config, so this creates a circular import and can raise ImportError: cannot import name 'config' from partially initialized module 'ddtrace', preventing startup whenever process tags are enabled from env.

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I don't think this is true. The test I added proves it.

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So we have a problem because, tests are passing but codex is right, if you run
DD_EXPERIMENTAL_PROPAGATE_PROCESS_TAGS_ENABLED=True ddtrace-run python your_script.py, you indeed have a circular import (that is also why I created a config for process_tags).

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Ah yes. This arises from the fact that process tags are computed before/during ddtrace configs and they also need to include information from those configs.

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Performance SLOs

Comparing candidate emmett.butler/svc-process-tags (ad7f9f1) with baseline main (8c9f2b5)

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

✅ add_aspect

Time: ✅ 103.621µs (SLO: <130.000µs 📉 -20.3%) vs baseline: +0.5%

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


✅ add_inplace_aspect

Time: ✅ 100.904µs (SLO: <130.000µs 📉 -22.4%) vs baseline: -3.4%

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


✅ add_inplace_noaspect

Time: ✅ 28.413µs (SLO: <40.000µs 📉 -29.0%) vs baseline: ~same

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%


✅ add_noaspect

Time: ✅ 48.776µs (SLO: <70.000µs 📉 -30.3%) vs baseline: -1.0%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ bytearray_aspect

Time: ✅ 250.336µs (SLO: <400.000µs 📉 -37.4%) vs baseline: +0.5%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.5%


✅ bytearray_extend_aspect

Time: ✅ 639.676µs (SLO: <800.000µs 📉 -20.0%) vs baseline: -2.4%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ bytearray_extend_noaspect

Time: ✅ 264.529µs (SLO: <400.000µs 📉 -33.9%) vs baseline: -2.5%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ bytearray_noaspect

Time: ✅ 136.437µs (SLO: <300.000µs 📉 -54.5%) vs baseline: -2.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.3%


✅ bytes_aspect

Time: ✅ 218.741µs (SLO: <300.000µs 📉 -27.1%) vs baseline: -0.6%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.5%


✅ bytes_noaspect

Time: ✅ 132.205µs (SLO: <200.000µs 📉 -33.9%) vs baseline: -1.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.5%


✅ bytesio_aspect

Time: ✅ 3.768ms (SLO: <5.000ms 📉 -24.6%) vs baseline: -1.4%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ bytesio_noaspect

Time: ✅ 313.631µs (SLO: <420.000µs 📉 -25.3%) vs baseline: -1.2%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%


✅ capitalize_aspect

Time: ✅ 89.438µs (SLO: <300.000µs 📉 -70.2%) vs baseline: +0.9%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.3%


✅ capitalize_noaspect

Time: ✅ 250.317µs (SLO: <300.000µs 📉 -16.6%) vs baseline: -2.8%

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


✅ casefold_aspect

Time: ✅ 89.369µs (SLO: <500.000µs 📉 -82.1%) vs baseline: +0.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.1%


✅ casefold_noaspect

Time: ✅ 304.274µs (SLO: <500.000µs 📉 -39.1%) vs baseline: -2.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.5%


✅ decode_aspect

Time: ✅ 86.805µs (SLO: <100.000µs 📉 -13.2%) vs baseline: ~same

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.4%


✅ decode_noaspect

Time: ✅ 152.044µs (SLO: <210.000µs 📉 -27.6%) vs baseline: -1.3%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.5%


✅ encode_aspect

Time: ✅ 83.983µs (SLO: <200.000µs 📉 -58.0%) vs baseline: -0.6%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%


✅ encode_noaspect

Time: ✅ 140.711µs (SLO: <200.000µs 📉 -29.6%) vs baseline: -1.3%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%


✅ format_aspect

Time: ✅ 14.611ms (SLO: <19.200ms 📉 -23.9%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.2%


✅ format_map_aspect

Time: ✅ 16.413ms (SLO: <21.500ms 📉 -23.7%) vs baseline: ~same

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.1%


✅ format_map_noaspect

Time: ✅ 374.312µs (SLO: <500.000µs 📉 -25.1%) vs baseline: -0.7%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ format_noaspect

Time: ✅ 302.502µs (SLO: <500.000µs 📉 -39.5%) vs baseline: -1.6%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%


✅ index_aspect

Time: ✅ 124.153µs (SLO: <300.000µs 📉 -58.6%) vs baseline: +1.7%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ index_noaspect

Time: ✅ 40.457µs (SLO: <300.000µs 📉 -86.5%) vs baseline: -0.6%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.1%


✅ join_aspect

Time: ✅ 210.187µs (SLO: <300.000µs 📉 -29.9%) vs baseline: -2.2%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ join_noaspect

Time: ✅ 141.306µs (SLO: <300.000µs 📉 -52.9%) vs baseline: -2.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ ljust_aspect

Time: ✅ 586.168µs (SLO: <700.000µs 📉 -16.3%) vs baseline: 📈 +15.5%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%


✅ ljust_noaspect

Time: ✅ 258.587µs (SLO: <300.000µs 📉 -13.8%) vs baseline: -2.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.2%


✅ lower_aspect

Time: ✅ 294.944µs (SLO: <500.000µs 📉 -41.0%) vs baseline: -2.6%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.6%


✅ lower_noaspect

Time: ✅ 235.111µs (SLO: <300.000µs 📉 -21.6%) vs baseline: -0.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%


✅ lstrip_aspect

Time: ✅ 0.269ms (SLO: <3.000ms 📉 -91.0%) vs baseline: -2.7%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%


✅ lstrip_noaspect

Time: ✅ 0.177ms (SLO: <3.000ms 📉 -94.1%) vs baseline: -2.5%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.0%


✅ modulo_aspect

Time: ✅ 14.291ms (SLO: <18.750ms 📉 -23.8%) vs baseline: +0.2%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +4.6%


✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.776ms (SLO: <19.350ms 📉 -23.6%) vs baseline: ~same

Memory: ✅ 43.077MB (SLO: <46.000MB -6.4%) vs baseline: +4.5%


✅ modulo_aspect_for_bytes

Time: ✅ 14.350ms (SLO: <18.900ms 📉 -24.1%) vs baseline: -0.1%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.3%


✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.626ms (SLO: <19.150ms 📉 -23.6%) vs baseline: +0.2%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.5%


✅ modulo_noaspect

Time: ✅ 0.359ms (SLO: <3.000ms 📉 -88.0%) vs baseline: -1.1%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%


✅ replace_aspect

Time: ✅ 18.396ms (SLO: <24.000ms 📉 -23.3%) vs baseline: -0.2%

Memory: ✅ 43.018MB (SLO: <46.000MB -6.5%) vs baseline: +4.4%


✅ replace_noaspect

Time: ✅ 279.006µs (SLO: <300.000µs -7.0%) vs baseline: -1.3%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.0%


✅ repr_aspect

Time: ✅ 310.254µs (SLO: <420.000µs 📉 -26.1%) vs baseline: -3.0%

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


✅ repr_noaspect

Time: ✅ 46.561µs (SLO: <90.000µs 📉 -48.3%) vs baseline: -0.8%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ rstrip_aspect

Time: ✅ 381.708µs (SLO: <500.000µs 📉 -23.7%) vs baseline: -0.6%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.6%


✅ rstrip_noaspect

Time: ✅ 185.956µs (SLO: <300.000µs 📉 -38.0%) vs baseline: +1.9%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ slice_aspect

Time: ✅ 183.986µs (SLO: <300.000µs 📉 -38.7%) vs baseline: +1.6%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.3%


✅ slice_noaspect

Time: ✅ 53.953µs (SLO: <90.000µs 📉 -40.1%) vs baseline: -0.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%


✅ stringio_aspect

Time: ✅ 3.837ms (SLO: <5.000ms 📉 -23.3%) vs baseline: -1.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ stringio_noaspect

Time: ✅ 379.693µs (SLO: <500.000µs 📉 -24.1%) vs baseline: +5.7%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%


✅ strip_aspect

Time: ✅ 271.841µs (SLO: <350.000µs 📉 -22.3%) vs baseline: -2.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%


✅ strip_noaspect

Time: ✅ 178.658µs (SLO: <240.000µs 📉 -25.6%) vs baseline: -0.7%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ swapcase_aspect

Time: ✅ 337.032µs (SLO: <500.000µs 📉 -32.6%) vs baseline: -1.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ swapcase_noaspect

Time: ✅ 273.089µs (SLO: <400.000µs 📉 -31.7%) vs baseline: -1.1%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ title_aspect

Time: ✅ 318.270µs (SLO: <500.000µs 📉 -36.3%) vs baseline: -3.0%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%


✅ title_noaspect

Time: ✅ 258.302µs (SLO: <400.000µs 📉 -35.4%) vs baseline: -1.7%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%


✅ translate_aspect

Time: ✅ 493.176µs (SLO: <700.000µs 📉 -29.5%) vs baseline: -1.5%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%


✅ translate_noaspect

Time: ✅ 423.736µs (SLO: <500.000µs 📉 -15.3%) vs baseline: -2.1%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%


✅ upper_aspect

Time: ✅ 296.117µs (SLO: <500.000µs 📉 -40.8%) vs baseline: -0.2%

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


✅ upper_noaspect

Time: ✅ 237.056µs (SLO: <400.000µs 📉 -40.7%) vs baseline: +0.3%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%


📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 510.358µs (SLO: <700.000µs 📉 -27.1%) vs baseline: 📈 +17.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.1%


✅ ospathbasename_noaspect

Time: ✅ 431.178µs (SLO: <700.000µs 📉 -38.4%) vs baseline: -2.4%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.4%


✅ ospathjoin_aspect

Time: ✅ 624.776µs (SLO: <700.000µs 📉 -10.7%) vs baseline: +1.0%

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


✅ ospathjoin_noaspect

Time: ✅ 637.147µs (SLO: <700.000µs -9.0%) vs baseline: +0.4%

Memory: ✅ 42.723MB (SLO: <46.000MB -7.1%) vs baseline: +4.9%


✅ ospathnormcase_aspect

Time: ✅ 348.177µs (SLO: <700.000µs 📉 -50.3%) vs baseline: -2.2%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.4%


✅ ospathnormcase_noaspect

Time: ✅ 357.508µs (SLO: <700.000µs 📉 -48.9%) vs baseline: -1.4%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.6%


✅ ospathsplit_aspect

Time: ✅ 492.409µs (SLO: <700.000µs 📉 -29.7%) vs baseline: -0.1%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +5.4%


✅ ospathsplit_noaspect

Time: ✅ 501.268µs (SLO: <700.000µs 📉 -28.4%) vs baseline: +0.7%

Memory: ✅ 42.703MB (SLO: <46.000MB -7.2%) vs baseline: +4.7%


✅ ospathsplitdrive_aspect

Time: ✅ 372.599µs (SLO: <700.000µs 📉 -46.8%) vs baseline: +0.5%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +5.3%


✅ ospathsplitdrive_noaspect

Time: ✅ 72.388µs (SLO: <700.000µs 📉 -89.7%) vs baseline: -0.9%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +5.1%


✅ ospathsplitext_aspect

Time: ✅ 456.577µs (SLO: <700.000µs 📉 -34.8%) vs baseline: -1.0%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.1%


✅ ospathsplitext_noaspect

Time: ✅ 466.230µs (SLO: <700.000µs 📉 -33.4%) vs baseline: -0.8%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +5.1%

🟡 Near SLO Breach (1 suite)
🟡 tracer - 6/6

✅ large

Time: ✅ 31.698ms (SLO: <32.950ms -3.8%) vs baseline: +0.9%

Memory: ✅ 36.825MB (SLO: <39.250MB -6.2%) vs baseline: +4.6%


✅ medium

Time: ✅ 3.104ms (SLO: <3.200ms -3.0%) vs baseline: +0.1%

Memory: ✅ 35.547MB (SLO: <38.750MB -8.3%) vs baseline: +4.6%


✅ small

Time: ✅ 364.641µs (SLO: <370.000µs 🟡 -1.4%) vs baseline: +4.7%

Memory: ✅ 35.586MB (SLO: <38.750MB -8.2%) vs baseline: +4.5%

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

⚠️ context_with_data_listeners

Time: ⚠️ 13.255µs (SLO: <20.000µs 📉 -33.7%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.2%


✅ context_with_data_no_listeners

Time: ✅ 3.289µs (SLO: <10.000µs 📉 -67.1%) vs baseline: +0.4%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%


✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.5%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.2%


✅ get_item_missing

Time: ✅ 0.632µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.5%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.3%


✅ set_item

Time: ✅ 24.023µs (SLO: <30.000µs 📉 -19.9%) vs baseline: -0.2%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.2%


⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.959µs (SLO: <170.000µs -8.8%) vs baseline: -0.5%

Memory: ✅ 40.633MB (SLO: <46.000MB 📉 -11.7%) vs baseline: +4.9%


✅ import_many_cached

Time: ✅ 120.880µs (SLO: <130.000µs -7.0%) vs baseline: -1.1%

Memory: ✅ 40.816MB (SLO: <46.000MB 📉 -11.3%) vs baseline: +5.3%


✅ import_many_stdlib

Time: ✅ 0.767ms (SLO: <1.750ms 📉 -56.2%) vs baseline: -0.3%

Memory: ✅ 40.501MB (SLO: <46.000MB 📉 -12.0%) vs baseline: +4.4%


⚠️ import_many_stdlib_cached

Time: ⚠️ 0.175ms (SLO: <1.100ms 📉 -84.1%) vs baseline: -0.3%

Memory: ✅ 40.629MB (SLO: <46.000MB 📉 -11.7%) vs baseline: +4.4%


✅ import_many_unknown

Time: ✅ 836.461µs (SLO: <890.000µs -6.0%) vs baseline: +0.2%

Memory: ✅ 40.616MB (SLO: <46.000MB 📉 -11.7%) vs baseline: +4.0%


✅ import_many_unknown_cached

Time: ✅ 790.969µs (SLO: <870.000µs -9.1%) vs baseline: -0.4%

Memory: ✅ 40.745MB (SLO: <46.000MB 📉 -11.4%) vs baseline: +4.7%


✅ import_one

Time: ✅ 19.853µs (SLO: <30.000µs 📉 -33.8%) vs baseline: +1.2%

Memory: ✅ 40.632MB (SLO: <46.000MB 📉 -11.7%) vs baseline: +4.4%


✅ import_one_cache

Time: ✅ 6.276µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 40.570MB (SLO: <46.000MB 📉 -11.8%) vs baseline: +4.7%


✅ import_one_stdlib

Time: ✅ 18.917µs (SLO: <20.000µs -5.4%) vs baseline: +1.2%

Memory: ✅ 40.724MB (SLO: <46.000MB 📉 -11.5%) vs baseline: +5.0%


✅ import_one_stdlib_cache

Time: ✅ 6.251µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.3%

Memory: ✅ 40.818MB (SLO: <46.000MB 📉 -11.3%) vs baseline: +4.8%


✅ import_one_unknown

Time: ✅ 45.507µs (SLO: <50.000µs -9.0%) vs baseline: +0.3%

Memory: ✅ 40.667MB (SLO: <46.000MB 📉 -11.6%) vs baseline: +4.4%


✅ import_one_unknown_cache

Time: ✅ 6.255µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -0.4%

Memory: ✅ 40.581MB (SLO: <43.000MB -5.6%) vs baseline: +3.9%

✅ All Tests Passing (19 suites)
djangosimple - 30/30

✅ appsec

Time: ✅ 19.613ms (SLO: <22.300ms 📉 -12.0%) vs baseline: +0.2%

Memory: ✅ 67.633MB (SLO: <73.500MB -8.0%) vs baseline: +4.9%


✅ exception-replay-enabled

Time: ✅ 1.379ms (SLO: <1.450ms -4.9%) vs baseline: ~same

Memory: ✅ 65.781MB (SLO: <71.500MB -8.0%) vs baseline: +4.7%


✅ iast

Time: ✅ 19.596ms (SLO: <22.250ms 📉 -11.9%) vs baseline: -0.2%

Memory: ✅ 67.633MB (SLO: <75.000MB -9.8%) vs baseline: +4.7%


✅ profiler

Time: ✅ 15.246ms (SLO: <16.550ms -7.9%) vs baseline: -0.6%

Memory: ✅ 58.813MB (SLO: <61.000MB -3.6%) vs baseline: +4.8%


✅ resource-renaming

Time: ✅ 19.577ms (SLO: <21.750ms -10.0%) vs baseline: +0.7%

Memory: ✅ 67.633MB (SLO: <73.500MB -8.0%) vs baseline: +4.9%


✅ span-code-origin

Time: ✅ 19.924ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.7%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.6%


✅ tracer

Time: ✅ 19.599ms (SLO: <21.750ms -9.9%) vs baseline: ~same

Memory: ✅ 67.613MB (SLO: <75.000MB -9.8%) vs baseline: +4.7%


✅ tracer-and-profiler

Time: ✅ 21.201ms (SLO: <23.500ms -9.8%) vs baseline: +0.6%

Memory: ✅ 69.186MB (SLO: <75.000MB -7.8%) vs baseline: +4.9%


✅ tracer-dont-create-db-spans

Time: ✅ 19.702ms (SLO: <21.500ms -8.4%) vs baseline: +0.1%

Memory: ✅ 67.633MB (SLO: <75.000MB -9.8%) vs baseline: +4.8%


✅ tracer-minimal

Time: ✅ 16.758ms (SLO: <17.500ms -4.2%) vs baseline: -0.5%

Memory: ✅ 67.613MB (SLO: <75.000MB -9.8%) vs baseline: +4.6%


✅ tracer-native

Time: ✅ 19.555ms (SLO: <21.750ms 📉 -10.1%) vs baseline: +0.9%

Memory: ✅ 67.613MB (SLO: <72.500MB -6.7%) vs baseline: +4.6%


✅ tracer-no-caches

Time: ✅ 17.603ms (SLO: <19.650ms 📉 -10.4%) vs baseline: +0.2%

Memory: ✅ 67.613MB (SLO: <75.000MB -9.8%) vs baseline: +4.6%


✅ tracer-no-databases

Time: ✅ 19.242ms (SLO: <20.100ms -4.3%) vs baseline: +0.3%

Memory: ✅ 67.633MB (SLO: <75.000MB -9.8%) vs baseline: +4.6%


✅ tracer-no-middleware

Time: ✅ 19.369ms (SLO: <21.500ms -9.9%) vs baseline: +0.3%

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


✅ tracer-no-templates

Time: ✅ 19.490ms (SLO: <22.000ms 📉 -11.4%) vs baseline: +0.8%

Memory: ✅ 67.633MB (SLO: <73.500MB -8.0%) vs baseline: +4.9%


errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.316ms (SLO: <19.850ms 📉 -17.8%) vs baseline: -0.2%

Memory: ✅ 67.200MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +4.9%


✅ errortracking-enabled-user

Time: ✅ 16.345ms (SLO: <19.400ms 📉 -15.7%) vs baseline: -0.3%

Memory: ✅ 67.197MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +4.9%


✅ tracer-enabled

Time: ✅ 16.293ms (SLO: <19.450ms 📉 -16.2%) vs baseline: -0.4%

Memory: ✅ 67.216MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +4.9%


errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.109ms (SLO: <2.300ms -8.3%) vs baseline: +0.1%

Memory: ✅ 55.050MB (SLO: <60.000MB -8.2%) vs baseline: +4.7%


✅ errortracking-enabled-user

Time: ✅ 2.115ms (SLO: <2.250ms -6.0%) vs baseline: +0.1%

Memory: ✅ 55.070MB (SLO: <60.000MB -8.2%) vs baseline: +4.8%


✅ tracer-enabled

Time: ✅ 2.106ms (SLO: <2.300ms -8.4%) vs baseline: -0.1%

Memory: ✅ 54.991MB (SLO: <60.000MB -8.3%) vs baseline: +4.7%


flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.441ms (SLO: <4.750ms 📉 -27.6%) vs baseline: +0.6%

Memory: ✅ 54.991MB (SLO: <66.500MB 📉 -17.3%) vs baseline: +4.8%


✅ appsec-post

Time: ✅ 2.900ms (SLO: <6.750ms 📉 -57.0%) vs baseline: +0.3%

Memory: ✅ 55.050MB (SLO: <66.500MB 📉 -17.2%) vs baseline: +4.7%


✅ appsec-telemetry

Time: ✅ 3.463ms (SLO: <4.750ms 📉 -27.1%) vs baseline: +1.6%

Memory: ✅ 55.011MB (SLO: <66.500MB 📉 -17.3%) vs baseline: +4.9%


✅ debugger

Time: ✅ 1.866ms (SLO: <2.000ms -6.7%) vs baseline: +0.1%

Memory: ✅ 48.502MB (SLO: <51.500MB -5.8%) vs baseline: +4.6%


✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.0%) vs baseline: ~same

Memory: ✅ 45.298MB (SLO: <49.000MB -7.6%) vs baseline: +4.3%


✅ profiler

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

Memory: ✅ 51.295MB (SLO: <52.500MB -2.3%) vs baseline: +5.1%


✅ resource-renaming

Time: ✅ 3.394ms (SLO: <3.650ms -7.0%) vs baseline: -0.6%

Memory: ✅ 55.031MB (SLO: <60.000MB -8.3%) vs baseline: +5.0%


✅ tracer

Time: ✅ 3.416ms (SLO: <3.650ms -6.4%) vs baseline: +0.2%

Memory: ✅ 54.990MB (SLO: <60.000MB -8.4%) vs baseline: +4.9%


✅ tracer-native

Time: ✅ 3.411ms (SLO: <3.650ms -6.6%) vs baseline: +0.3%

Memory: ✅ 54.972MB (SLO: <60.000MB -8.4%) vs baseline: +5.0%


flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.094ms (SLO: <4.200ms 📉 -50.1%) vs baseline: -0.2%

Memory: ✅ 55.050MB (SLO: <66.000MB 📉 -16.6%) vs baseline: +4.6%


✅ iast-enabled

Time: ✅ 2.108ms (SLO: <2.800ms 📉 -24.7%) vs baseline: +0.3%

Memory: ✅ 54.991MB (SLO: <62.500MB 📉 -12.0%) vs baseline: +4.7%


✅ tracer-enabled

Time: ✅ 2.098ms (SLO: <2.250ms -6.7%) vs baseline: +0.2%

Memory: ✅ 55.011MB (SLO: <60.000MB -8.3%) vs baseline: +4.6%


forktime - 4/4

✅ baseline

Time: ✅ 1.957ms (SLO: <3.000ms 📉 -34.8%) vs baseline: +3.6%

Memory: ✅ 29.334MB (SLO: <33.000MB 📉 -11.1%) vs baseline: +5.1%


✅ configured

Time: ✅ 8.571ms (SLO: <13.000ms 📉 -34.1%) vs baseline: +0.6%

Memory: ✅ 54.984MB (SLO: <60.000MB -8.4%) vs baseline: +4.8%


httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 79.195µs (SLO: <100.000µs 📉 -20.8%) vs baseline: +4.1%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ b3_headers

Time: ✅ 12.778µs (SLO: <20.000µs 📉 -36.1%) vs baseline: -0.8%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ b3_single_headers

Time: ✅ 11.811µs (SLO: <20.000µs 📉 -40.9%) vs baseline: -1.0%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.3%


✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 60.737µs (SLO: <80.000µs 📉 -24.1%) vs baseline: -0.6%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +4.7%


✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 62.277µs (SLO: <80.000µs 📉 -22.2%) vs baseline: -1.0%

Memory: ✅ 35.783MB (SLO: <38.000MB -5.8%) vs baseline: +5.1%


✅ empty_headers

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -86.9%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.4%


✅ full_t_id_datadog_headers

Time: ✅ 20.752µs (SLO: <30.000µs 📉 -30.8%) vs baseline: -0.8%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.7%


✅ invalid_priority_header

Time: ✅ 5.914µs (SLO: <10.000µs 📉 -40.9%) vs baseline: -0.4%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.8%


✅ invalid_span_id_header

Time: ✅ 5.921µs (SLO: <10.000µs 📉 -40.8%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.3%


✅ invalid_tags_header

Time: ✅ 5.933µs (SLO: <10.000µs 📉 -40.7%) vs baseline: -0.5%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ invalid_trace_id_header

Time: ✅ 5.898µs (SLO: <10.000µs 📉 -41.0%) vs baseline: -0.5%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.7%


✅ large_header_no_matches

Time: ✅ 26.913µs (SLO: <30.000µs 📉 -10.3%) vs baseline: +0.2%

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


✅ large_valid_headers_all

Time: ✅ 28.099µs (SLO: <40.000µs 📉 -29.8%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.2%


✅ medium_header_no_matches

Time: ✅ 9.282µs (SLO: <20.000µs 📉 -53.6%) vs baseline: +0.5%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.1%


✅ medium_valid_headers_all

Time: ✅ 10.681µs (SLO: <20.000µs 📉 -46.6%) vs baseline: -0.2%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ none_propagation_style

Time: ✅ 1.399µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.4%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%


✅ tracecontext_headers

Time: ✅ 32.768µs (SLO: <40.000µs 📉 -18.1%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.4%


✅ valid_headers_all

Time: ✅ 5.927µs (SLO: <10.000µs 📉 -40.7%) vs baseline: +0.6%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%


✅ valid_headers_basic

Time: ✅ 5.465µs (SLO: <10.000µs 📉 -45.3%) vs baseline: -1.1%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.3%


✅ wsgi_empty_headers

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%


✅ wsgi_invalid_priority_header

Time: ✅ 5.964µs (SLO: <10.000µs 📉 -40.4%) vs baseline: -0.1%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ wsgi_invalid_span_id_header

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

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


✅ wsgi_invalid_tags_header

Time: ✅ 5.987µs (SLO: <10.000µs 📉 -40.1%) vs baseline: +0.2%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ wsgi_invalid_trace_id_header

Time: ✅ 5.959µs (SLO: <10.000µs 📉 -40.4%) vs baseline: ~same

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


✅ wsgi_large_header_no_matches

Time: ✅ 28.104µs (SLO: <40.000µs 📉 -29.7%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ wsgi_large_valid_headers_all

Time: ✅ 29.304µs (SLO: <40.000µs 📉 -26.7%) vs baseline: ~same

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.0%


✅ wsgi_medium_header_no_matches

Time: ✅ 9.509µs (SLO: <20.000µs 📉 -52.5%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.3%


✅ wsgi_medium_valid_headers_all

Time: ✅ 11.023µs (SLO: <20.000µs 📉 -44.9%) vs baseline: +0.7%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.5%


✅ wsgi_valid_headers_all

Time: ✅ 5.968µs (SLO: <10.000µs 📉 -40.3%) vs baseline: -0.4%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.6%


✅ wsgi_valid_headers_basic

Time: ✅ 5.558µs (SLO: <10.000µs 📉 -44.4%) vs baseline: +0.7%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.5%


httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.370µs (SLO: <30.000µs 📉 -32.1%) vs baseline: +3.4%

Memory: ✅ 35.743MB (SLO: <38.000MB -5.9%) vs baseline: +4.5%


✅ with_all

Time: ✅ 26.433µs (SLO: <40.000µs 📉 -33.9%) vs baseline: -0.6%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.5%


✅ with_dd_origin

Time: ✅ 23.290µs (SLO: <30.000µs 📉 -22.4%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ with_priority_and_origin

Time: ✅ 22.678µs (SLO: <40.000µs 📉 -43.3%) vs baseline: -0.4%

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


✅ with_sampling_priority

Time: ✅ 19.574µs (SLO: <30.000µs 📉 -34.8%) vs baseline: -0.7%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%


✅ with_tags

Time: ✅ 24.369µs (SLO: <40.000µs 📉 -39.1%) vs baseline: -0.6%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.3%


✅ with_tags_invalid

Time: ✅ 25.805µs (SLO: <40.000µs 📉 -35.5%) vs baseline: -0.7%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.4%


✅ with_tags_max_size

Time: ✅ 24.691µs (SLO: <40.000µs 📉 -38.3%) vs baseline: -1.2%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 156.352µs (SLO: <250.000µs 📉 -37.5%) vs baseline: +1.2%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.2%


✅ rsplit_noaspect

Time: ✅ 155.284µs (SLO: <250.000µs 📉 -37.9%) vs baseline: -7.7%

Memory: ✅ 42.585MB (SLO: <46.000MB -7.4%) vs baseline: +4.1%


✅ split_aspect

Time: ✅ 149.214µs (SLO: <250.000µs 📉 -40.3%) vs baseline: -3.5%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +5.2%


✅ split_noaspect

Time: ✅ 155.608µs (SLO: <250.000µs 📉 -37.8%) vs baseline: -5.4%

Memory: ✅ 42.585MB (SLO: <46.000MB -7.4%) vs baseline: +4.3%


✅ splitlines_aspect

Time: ✅ 145.065µs (SLO: <250.000µs 📉 -42.0%) vs baseline: -6.4%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +5.2%


✅ splitlines_noaspect

Time: ✅ 150.378µs (SLO: <250.000µs 📉 -39.8%) vs baseline: -6.5%

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


iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.150µs (SLO: <60.000µs 📉 -19.8%) vs baseline: +0.1%

Memory: ✅ 39.007MB (SLO: <42.000MB -7.1%) vs baseline: +4.8%


✅ propagation_enabled

Time: ✅ 135.545µs (SLO: <190.000µs 📉 -28.7%) vs baseline: +1.0%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.3%


✅ propagation_enabled_100

Time: ✅ 1.557ms (SLO: <2.300ms 📉 -32.3%) vs baseline: -0.5%

Memory: ✅ 38.928MB (SLO: <42.000MB -7.3%) vs baseline: +4.5%


✅ propagation_enabled_1000

Time: ✅ 29.017ms (SLO: <34.550ms 📉 -16.0%) vs baseline: ~same

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


otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.319ms (SLO: <42.000ms -4.0%) vs baseline: -0.1%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.2%


✅ add-link

Time: ✅ 36.350ms (SLO: <38.550ms -5.7%) vs baseline: +0.3%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.5%


✅ add-metrics

Time: ✅ 221.302ms (SLO: <232.000ms -4.6%) vs baseline: +1.1%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.7%


✅ add-tags

Time: ✅ 210.584ms (SLO: <221.600ms -5.0%) vs baseline: -0.9%

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.6%


✅ get-context

Time: ✅ 29.177ms (SLO: <31.300ms -6.8%) vs baseline: ~same

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.4%


✅ is-recording

Time: ✅ 29.161ms (SLO: <31.000ms -5.9%) vs baseline: ~same

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.5%


✅ record-exception

Time: ✅ 63.073ms (SLO: <65.850ms -4.2%) vs baseline: -0.1%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.3%


✅ set-status

Time: ✅ 32.178ms (SLO: <34.150ms -5.8%) vs baseline: +1.4%

Memory: ✅ 38.142MB (SLO: <40.750MB -6.4%) vs baseline: +4.7%


✅ start

Time: ✅ 29.426ms (SLO: <30.150ms -2.4%) vs baseline: +1.9%

Memory: ✅ 38.280MB (SLO: <40.750MB -6.1%) vs baseline: +5.5%


✅ start-finish

Time: ✅ 34.009ms (SLO: <35.350ms -3.8%) vs baseline: -0.3%

Memory: ✅ 38.083MB (SLO: <40.750MB -6.5%) vs baseline: +4.6%


✅ start-finish-telemetry

Time: ✅ 34.178ms (SLO: <35.450ms -3.6%) vs baseline: +0.2%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.5%


✅ update-name

Time: ✅ 31.264ms (SLO: <33.400ms -6.4%) vs baseline: +1.1%

Memory: ✅ 38.063MB (SLO: <40.750MB -6.6%) vs baseline: +4.6%


otelspan - 22/22

✅ add-event

Time: ✅ 40.899ms (SLO: <47.150ms 📉 -13.3%) vs baseline: +0.3%

Memory: ✅ 40.550MB (SLO: <47.000MB 📉 -13.7%) vs baseline: +4.9%


✅ add-metrics

Time: ✅ 251.639ms (SLO: <344.800ms 📉 -27.0%) vs baseline: +0.7%

Memory: ✅ 44.926MB (SLO: <47.500MB -5.4%) vs baseline: +4.9%


✅ add-tags

Time: ✅ 304.664ms (SLO: <330.000ms -7.7%) vs baseline: -0.6%

Memory: ✅ 44.893MB (SLO: <47.500MB -5.5%) vs baseline: +4.8%


✅ get-context

Time: ✅ 80.989ms (SLO: <92.350ms 📉 -12.3%) vs baseline: +0.3%

Memory: ✅ 40.796MB (SLO: <46.500MB 📉 -12.3%) vs baseline: +5.1%


✅ is-recording

Time: ✅ 37.122ms (SLO: <44.500ms 📉 -16.6%) vs baseline: +1.1%

Memory: ✅ 40.296MB (SLO: <47.500MB 📉 -15.2%) vs baseline: +4.7%


✅ record-exception

Time: ✅ 60.011ms (SLO: <67.650ms 📉 -11.3%) vs baseline: -0.3%

Memory: ✅ 40.954MB (SLO: <47.000MB 📉 -12.9%) vs baseline: +4.8%


✅ set-status

Time: ✅ 43.756ms (SLO: <50.400ms 📉 -13.2%) vs baseline: +0.7%

Memory: ✅ 40.231MB (SLO: <47.000MB 📉 -14.4%) vs baseline: +4.1%


✅ start

Time: ✅ 38.109ms (SLO: <43.450ms 📉 -12.3%) vs baseline: +5.0%

Memory: ✅ 40.400MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +4.7%


✅ start-finish

Time: ✅ 85.606ms (SLO: <90.000ms -4.9%) vs baseline: +0.8%

Memory: ✅ 38.142MB (SLO: <46.500MB 📉 -18.0%) vs baseline: +4.7%


✅ start-finish-telemetry

Time: ✅ 86.894ms (SLO: <91.000ms -4.5%) vs baseline: +0.8%

Memory: ✅ 38.122MB (SLO: <46.500MB 📉 -18.0%) vs baseline: +4.7%


✅ update-name

Time: ✅ 38.452ms (SLO: <45.150ms 📉 -14.8%) vs baseline: +0.9%

Memory: ✅ 40.406MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +4.8%


packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.444ms (SLO: <354.300ms -2.8%) vs baseline: -1.4%

Memory: ✅ 41.469MB (SLO: <46.000MB -9.8%) vs baseline: +5.2%


✅ cache_on

Time: ✅ 0.389µs (SLO: <10.000µs 📉 -96.1%) vs baseline: -0.2%

Memory: ✅ 40.058MB (SLO: <46.000MB 📉 -12.9%) vs baseline: +4.8%


ratelimiter - 12/12

✅ defaults

Time: ✅ 2.339µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.2%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ high_rate_limit

Time: ✅ 2.405µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ long_window

Time: ✅ 2.344µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.3%

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


✅ low_rate_limit

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%) vs baseline: ~same

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


✅ no_rate_limit

Time: ✅ 0.824µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.4%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%


✅ short_window

Time: ✅ 2.487µs (SLO: <10.000µs 📉 -75.1%) vs baseline: +0.6%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.3%


recursivecomputation - 8/8

✅ deep

Time: ✅ 310.418ms (SLO: <320.950ms -3.3%) vs baseline: +0.4%

Memory: ✅ 36.353MB (SLO: <38.750MB -6.2%) vs baseline: +4.3%


✅ deep-profiled

Time: ✅ 331.217ms (SLO: <359.150ms -7.8%) vs baseline: +0.3%

Memory: ✅ 42.271MB (SLO: <46.000MB -8.1%) vs baseline: +4.6%


✅ medium

Time: ✅ 7.129ms (SLO: <7.400ms -3.7%) vs baseline: +0.2%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +3.9%


✅ shallow

Time: ✅ 0.986ms (SLO: <1.050ms -6.0%) vs baseline: +2.0%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%


samplingrules - 8/8

✅ average_match

Time: ✅ 147.739µs (SLO: <290.000µs 📉 -49.1%) vs baseline: -1.8%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.3%


✅ high_match

Time: ✅ 193.320µs (SLO: <480.000µs 📉 -59.7%) vs baseline: -2.8%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.7%


✅ low_match

Time: ✅ 99.820µs (SLO: <120.000µs 📉 -16.8%) vs baseline: ~same

Memory: ✅ 700.841MB (SLO: <780.000MB 📉 -10.1%) vs baseline: +4.9%


✅ very_low_match

Time: ✅ 2.862ms (SLO: <8.500ms 📉 -66.3%) vs baseline: -2.7%

Memory: ✅ 77.903MB (SLO: <85.000MB -8.3%) vs baseline: +4.8%


sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.532µs (SLO: <20.000µs 📉 -47.3%) vs baseline: +0.7%

Memory: ✅ 35.940MB (SLO: <38.750MB -7.3%) vs baseline: +4.3%


✅ all-enabled

Time: ✅ 41.160µs (SLO: <50.000µs 📉 -17.7%) vs baseline: +2.4%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.5%


✅ collectipvariant_exists

Time: ✅ 40.822µs (SLO: <50.000µs 📉 -18.4%) vs baseline: -0.3%

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +4.6%


✅ no-collectipvariant

Time: ✅ 40.078µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.2%

Memory: ✅ 35.960MB (SLO: <38.750MB -7.2%) vs baseline: +3.9%


✅ no-useragentvariant

Time: ✅ 38.815µs (SLO: <50.000µs 📉 -22.4%) vs baseline: -0.4%

Memory: ✅ 35.960MB (SLO: <38.750MB -7.2%) vs baseline: +4.1%


✅ obfuscation-no-query

Time: ✅ 40.853µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.3%

Memory: ✅ 35.999MB (SLO: <38.750MB -7.1%) vs baseline: +4.3%


✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.229µs (SLO: <90.000µs 📉 -15.3%) vs baseline: ~same

Memory: ✅ 36.412MB (SLO: <38.750MB -6.0%) vs baseline: +4.4%


✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.930µs (SLO: <90.000µs 📉 -14.5%) vs baseline: +0.5%

Memory: ✅ 36.333MB (SLO: <38.750MB -6.2%) vs baseline: +4.4%


✅ obfuscation-send-querystring-disabled

Time: ✅ 155.361µs (SLO: <170.000µs -8.6%) vs baseline: +0.4%

Memory: ✅ 36.372MB (SLO: <38.750MB -6.1%) vs baseline: +4.2%


✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.797µs (SLO: <160.000µs -6.4%) vs baseline: +0.2%

Memory: ✅ 36.372MB (SLO: <38.750MB -6.1%) vs baseline: +4.4%


✅ obfuscation-worst-case-implicit-query

Time: ✅ 156.125µs (SLO: <170.000µs -8.2%) vs baseline: +0.5%

Memory: ✅ 36.353MB (SLO: <38.750MB -6.2%) vs baseline: +4.1%


✅ useragentvariant_exists_1

Time: ✅ 40.019µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +1.0%

Memory: ✅ 36.019MB (SLO: <38.750MB -7.0%) vs baseline: +4.3%


✅ useragentvariant_exists_2

Time: ✅ 40.728µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.4%

Memory: ✅ 36.019MB (SLO: <38.750MB -7.0%) vs baseline: +4.0%


✅ useragentvariant_exists_3

Time: ✅ 40.166µs (SLO: <50.000µs 📉 -19.7%) vs baseline: -0.2%

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


✅ useragentvariant_not_exists_1

Time: ✅ 39.604µs (SLO: <50.000µs 📉 -20.8%) vs baseline: ~same

Memory: ✅ 35.999MB (SLO: <38.750MB -7.1%) vs baseline: +4.1%


✅ useragentvariant_not_exists_2

Time: ✅ 39.459µs (SLO: <50.000µs 📉 -21.1%) vs baseline: -0.2%

Memory: ✅ 35.940MB (SLO: <38.750MB -7.3%) vs baseline: +4.3%


span - 26/26

✅ add-event

Time: ✅ 18.601ms (SLO: <22.500ms 📉 -17.3%) vs baseline: +0.5%

Memory: ✅ 37.624MB (SLO: <53.000MB 📉 -29.0%) vs baseline: +4.6%


✅ add-metrics

Time: ✅ 89.340ms (SLO: <93.500ms -4.4%) vs baseline: +1.8%

Memory: ✅ 42.231MB (SLO: <53.000MB 📉 -20.3%) vs baseline: +4.5%


✅ add-tags

Time: ✅ 144.450ms (SLO: <155.000ms -6.8%) vs baseline: ~same

Memory: ✅ 42.139MB (SLO: <53.000MB 📉 -20.5%) vs baseline: +4.6%


✅ get-context

Time: ✅ 16.959ms (SLO: <20.500ms 📉 -17.3%) vs baseline: +0.6%

Memory: ✅ 37.532MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.0%


✅ is-recording

Time: ✅ 17.032ms (SLO: <20.500ms 📉 -16.9%) vs baseline: +0.2%

Memory: ✅ 37.434MB (SLO: <53.000MB 📉 -29.4%) vs baseline: +4.2%


✅ record-exception

Time: ✅ 38.040ms (SLO: <41.000ms -7.2%) vs baseline: +0.5%

Memory: ✅ 38.155MB (SLO: <53.000MB 📉 -28.0%) vs baseline: +4.7%


✅ set-status

Time: ✅ 18.713ms (SLO: <22.000ms 📉 -14.9%) vs baseline: ~same

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.3%


✅ start

Time: ✅ 18.024ms (SLO: <20.500ms 📉 -12.1%) vs baseline: +6.7%

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.3%


✅ start-finish

Time: ✅ 53.307ms (SLO: <56.000ms -4.8%) vs baseline: +0.4%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.3%


✅ start-finish-telemetry

Time: ✅ 54.468ms (SLO: <58.000ms -6.1%) vs baseline: +0.3%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.3%


✅ start-finish-traceid128

Time: ✅ 55.915ms (SLO: <60.000ms -6.8%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%


✅ start-traceid128

Time: ✅ 16.839ms (SLO: <22.500ms 📉 -25.2%) vs baseline: +0.4%

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.4%


✅ update-name

Time: ✅ 17.494ms (SLO: <22.000ms 📉 -20.5%) vs baseline: +0.6%

Memory: ✅ 37.893MB (SLO: <53.000MB 📉 -28.5%) vs baseline: +4.7%


telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.223µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +5.8%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.4%


✅ 1-count-metrics-100-times

Time: ✅ 148.431µs (SLO: <220.000µs 📉 -32.5%) vs baseline: -2.2%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +4.1%


✅ 1-distribution-metric-1-times

Time: ✅ 2.439µs (SLO: <20.000µs 📉 -87.8%) vs baseline: +2.1%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.1%


✅ 1-distribution-metrics-100-times

Time: ✅ 164.726µs (SLO: <230.000µs 📉 -28.4%) vs baseline: +1.2%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%


✅ 1-gauge-metric-1-times

Time: ✅ 1.937µs (SLO: <20.000µs 📉 -90.3%) vs baseline: -3.8%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.1%


✅ 1-gauge-metrics-100-times

Time: ✅ 136.062µs (SLO: <150.000µs -9.3%) vs baseline: -0.6%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.1%


✅ 1-rate-metric-1-times

Time: ✅ 2.218µs (SLO: <20.000µs 📉 -88.9%) vs baseline: -0.3%

Memory: ✅ 35.429MB (SLO: <38.000MB -6.8%) vs baseline: +3.9%


✅ 1-rate-metrics-100-times

Time: ✅ 163.542µs (SLO: <250.000µs 📉 -34.6%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%


✅ 100-count-metrics-100-times

Time: ✅ 15.196ms (SLO: <22.000ms 📉 -30.9%) vs baseline: +1.2%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.4%


✅ 100-distribution-metrics-100-times

Time: ✅ 1.738ms (SLO: <2.550ms 📉 -31.8%) vs baseline: +1.1%

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


✅ 100-gauge-metrics-100-times

Time: ✅ 1.396ms (SLO: <1.550ms -9.9%) vs baseline: -0.8%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%


✅ 100-rate-metrics-100-times

Time: ✅ 1.688ms (SLO: <2.550ms 📉 -33.8%) vs baseline: +0.1%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%


✅ flush-1-metric

Time: ✅ 3.536µs (SLO: <20.000µs 📉 -82.3%) vs baseline: -0.8%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.1%


✅ flush-100-metrics

Time: ✅ 175.582µs (SLO: <250.000µs 📉 -29.8%) vs baseline: +2.1%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.4%


✅ flush-1000-metrics

Time: ✅ 2.179ms (SLO: <2.500ms 📉 -12.8%) vs baseline: +0.6%

Memory: ✅ 36.333MB (SLO: <38.750MB -6.2%) vs baseline: +4.3%

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

@emmettbutler emmettbutler requested a review from dubloom February 20, 2026 15:22
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cit-pr-commenter-54b7da bot commented Feb 20, 2026

Codeowners resolved as

ddtrace/debugging/_encoding.py                                          @DataDog/debugger-python

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There is indeed a circular import.

Otherwise, LGTM

if not config.enabled:
return None, None

from ddtrace import config as ddtrace_config
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So we have a problem because, tests are passing but codex is right, if you run
DD_EXPERIMENTAL_PROPAGATE_PROCESS_TAGS_ENABLED=True ddtrace-run python your_script.py, you indeed have a circular import (that is also why I created a config for process_tags).

@emmettbutler emmettbutler removed the changelog/no-changelog A changelog entry is not required for this PR. label Feb 20, 2026
@emmettbutler emmettbutler marked this pull request as draft February 20, 2026 18:27
@emmettbutler emmettbutler marked this pull request as ready for review February 23, 2026 14:53
@emmettbutler emmettbutler requested review from a team as code owners February 23, 2026 14:53
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💡 Codex Review

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Reviewed commit: ad7f9f10ef

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base_hash, base_hash_bytes = None, b""
process_tags, process_tags_list = generate_process_tags()
process_tags = None

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P2 Badge Initialize process tags on tracing path after lazy init

This change replaces eager module initialization with process_tags = None, but TraceTagsProcessor.process_trace and profiler startup still read process_tags.process_tags without calling _set_globals(). In configurations where process-tag propagation is enabled but no early caller initializes tags first (for example when telemetry/remote-config paths are disabled), spans stop getting _dd.tags.process and dependent hash propagation stays unset, which regresses behavior that previously worked because tags were generated at import time.

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2 participants