chore(llmobs): [MLOB-4813] log warning if litellm imported before being patched #15530

ncybul · 2025-12-05T19:02:36Z

Description

Because the litellm integration patches functions that may already have been imported before the patching occurs, I am adding a log that will warn customers if LLMObs.enable() is called after litellm is imported but before it is patched.

The warning suggests a few ways that users can fix this tracing issue, including moving LLMObs.enable() before importing litellm.

Note that this is not a perfect solution. We only really care about whether the user imported any patched methods like litellm.completion. If they are doing a generic import litellm statement, they should not have any tracing issues and this warning will be irrelevant. I am not aware of a way to know which specific methods the user has imported, so checking for litellm in sys.modules seems like the next best approach.

Testing

Currently, tracing is broken for a situation like the following where the code is run with python3 app.py.

from litellm import litellm, completion
from ddtrace.llmobs import LLMObs

LLMObs.enable(
  ml_app="nicole-test",
)
response = completion(
  model="anthropic/claude-sonnet-4-5-20250929",
  messages=[{ "content": "Hello, how are you?","role": "user"}]
)

Running this code now, produces the following warning message:

LLMObs.enable() called after litellm was imported but before it was patched. This may cause tracing issues if you are importing patched methods like 'completion' directly. To ensure proper tracing, either run your application with ddtrace-run, call ddtrace.patch_all() before importing litellm, or enable LLMObs before importing other modules.

Implementing any of these alternatives (as shown below) will silence the warning message.

from ddtrace.llmobs import LLMObs
LLMObs.enable(
  ml_app="nicole-test",
)
from litellm import litellm, completion
response = completion(
  model="anthropic/claude-sonnet-4-5-20250929",
  messages=[{ "content": "Hello, how are you?","role": "user"}]
)

Risks

Additional Notes

github-actions · 2025-12-05T19:03:07Z

CODEOWNERS have been resolved as:

ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
tests/contrib/litellm/conftest.py                                       @DataDog/ml-observability
tests/contrib/litellm/test_litellm_llmobs.py                            @DataDog/ml-observability

github-actions · 2025-12-05T19:36:34Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 222 ± 7 ms.

The average import time from base is: 225 ± 6 ms.

The import time difference between this PR and base is: -3.0 ± 0.3 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.133 ms (0.96%)

ddtrace.bootstrap.sitecustomize 1.114 ms (0.50%)

ddtrace.bootstrap.preload 1.114 ms (0.50%)

ddtrace.internal.remoteconfig.client 0.536 ms (0.24%)

ddtrace 1.019 ms (0.46%)

ddtrace._logger 0.510 ms (0.23%)

ddtrace.internal.telemetry 0.510 ms (0.23%)

ddtrace.internal.telemetry.writer 0.510 ms (0.23%)

ddtrace.internal.utils.version 0.510 ms (0.23%)

ddtrace.version 0.510 ms (0.23%)

ddtrace.internal._unpatched 0.039 ms (0.02%)

json 0.039 ms (0.02%)

json.decoder 0.039 ms (0.02%)

re 0.039 ms (0.02%)

enum 0.039 ms (0.02%)

types 0.039 ms (0.02%)

ddtrace/llmobs/_llmobs.py

Kyle-Verhoog · 2025-12-05T20:08:40Z

tests/contrib/litellm/test_litellm_llmobs.py

rather than doing the unit-test style scenario for this, it might be closer to reality to try to run a subprocess test case with your repro snippet and assert the stderr output.

Thanks for the suggestion, I tried that out instead!

nice yes this is much cleaner and less side-effecty to other tests! nice job 😄

pr-commenter · 2025-12-05T20:10:04Z

Performance SLOs

Comparing candidate nicole-cybul/litellm-patching-issue (b0f74d0) with baseline main (01850f2)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.1%

Memory: ✅ 38.529MB (SLO: <41.500MB -7.2%) vs baseline: +4.8%

✅ add_inplace_aspect

Time: ✅ 0.380µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 38.532MB (SLO: <41.500MB -7.2%) vs baseline: +4.1%

✅ add_inplace_noaspect

Time: ✅ 0.284µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.2%

Memory: ✅ 38.644MB (SLO: <41.500MB -6.9%) vs baseline: +4.8%

✅ add_noaspect

Time: ✅ 0.359µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.3%

Memory: ✅ 38.576MB (SLO: <41.500MB -7.0%) vs baseline: +5.1%

✅ bytearray_aspect

Time: ✅ 1.314µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.1%

Memory: ✅ 38.570MB (SLO: <41.500MB -7.1%) vs baseline: +4.5%

✅ bytearray_extend_aspect

Time: ✅ 1.501µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -1.0%

Memory: ✅ 38.601MB (SLO: <41.500MB -7.0%) vs baseline: +5.1%

✅ bytearray_extend_noaspect

Time: ✅ 0.618µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.4%

Memory: ✅ 38.513MB (SLO: <41.500MB -7.2%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.5%

Memory: ✅ 38.598MB (SLO: <41.500MB -7.0%) vs baseline: +4.8%

✅ bytes_aspect

Time: ✅ 1.271µs (SLO: <10.000µs 📉 -87.3%) vs baseline: +0.9%

Memory: ✅ 38.469MB (SLO: <41.500MB -7.3%) vs baseline: +4.6%

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.1%

Memory: ✅ 38.551MB (SLO: <41.500MB -7.1%) vs baseline: +4.3%

✅ bytesio_aspect

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.2%

Memory: ✅ 38.418MB (SLO: <41.500MB -7.4%) vs baseline: +4.4%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.6%

Memory: ✅ 38.542MB (SLO: <41.500MB -7.1%) vs baseline: +4.8%

✅ capitalize_aspect

Time: ✅ 0.739µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.1%

Memory: ✅ 38.580MB (SLO: <41.500MB -7.0%) vs baseline: +4.8%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.2%

Memory: ✅ 38.600MB (SLO: <41.500MB -7.0%) vs baseline: +5.3%

✅ casefold_aspect

Time: ✅ 0.740µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.2%

Memory: ✅ 38.669MB (SLO: <41.500MB -6.8%) vs baseline: +4.6%

✅ casefold_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +1.1%

Memory: ✅ 38.457MB (SLO: <41.500MB -7.3%) vs baseline: +4.8%

✅ decode_aspect

Time: ✅ 0.727µs (SLO: <10.000µs 📉 -92.7%) vs baseline: ~same

Memory: ✅ 38.692MB (SLO: <41.500MB -6.8%) vs baseline: +5.3%

✅ decode_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.1%

Memory: ✅ 38.353MB (SLO: <41.500MB -7.6%) vs baseline: +4.2%

✅ encode_aspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -0.2%

Memory: ✅ 38.645MB (SLO: <41.500MB -6.9%) vs baseline: +4.9%

✅ encode_noaspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.3%

Memory: ✅ 38.599MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ format_aspect

Time: ✅ 3.429µs (SLO: <10.000µs 📉 -65.7%) vs baseline: ~same

Memory: ✅ 38.659MB (SLO: <41.500MB -6.8%) vs baseline: +5.0%

✅ format_map_aspect

Time: ✅ 3.763µs (SLO: <10.000µs 📉 -62.4%) vs baseline: +5.3%

Memory: ✅ 38.509MB (SLO: <41.500MB -7.2%) vs baseline: +4.7%

✅ format_map_noaspect

Time: ✅ 0.827µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.9%

Memory: ✅ 38.549MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.1%

Memory: ✅ 38.509MB (SLO: <41.500MB -7.2%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 0.345µs (SLO: <10.000µs 📉 -96.6%) vs baseline: +1.0%

Memory: ✅ 38.585MB (SLO: <41.500MB -7.0%) vs baseline: +5.1%

✅ index_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.4%

Memory: ✅ 38.414MB (SLO: <41.500MB -7.4%) vs baseline: +4.6%

✅ join_aspect

Time: ✅ 1.310µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.7%

Memory: ✅ 38.594MB (SLO: <41.500MB -7.0%) vs baseline: +4.8%

✅ join_noaspect

Time: ✅ 0.539µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +1.6%

Memory: ✅ 38.448MB (SLO: <41.500MB -7.4%) vs baseline: +4.9%

✅ ljust_aspect

Time: ✅ 2.546µs (SLO: <20.000µs 📉 -87.3%) vs baseline: +0.9%

Memory: ✅ 38.696MB (SLO: <41.500MB -6.8%) vs baseline: +5.0%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.4%

Memory: ✅ 38.674MB (SLO: <41.500MB -6.8%) vs baseline: +5.4%

✅ lower_aspect

Time: ✅ 2.220µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -0.2%

Memory: ✅ 38.571MB (SLO: <41.500MB -7.1%) vs baseline: +5.1%

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.8%

Memory: ✅ 38.598MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ lstrip_aspect

Time: ✅ 2.198µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.8%

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

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.9%

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

✅ modulo_aspect

Time: ✅ 0.972µs (SLO: <10.000µs 📉 -90.3%) vs baseline: +0.6%

Memory: ✅ 38.363MB (SLO: <41.500MB -7.6%) vs baseline: +4.1%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.541µs (SLO: <10.000µs 📉 -84.6%) vs baseline: +3.7%

Memory: ✅ 38.791MB (SLO: <41.500MB -6.5%) vs baseline: +5.7%

✅ modulo_aspect_for_bytes

Time: ✅ 0.958µs (SLO: <10.000µs 📉 -90.4%) vs baseline: +0.5%

Memory: ✅ 38.600MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.177µs (SLO: <10.000µs 📉 -88.2%) vs baseline: +0.3%

Memory: ✅ 38.548MB (SLO: <41.500MB -7.1%) vs baseline: +4.2%

✅ modulo_noaspect

Time: ✅ 0.674µs (SLO: <10.000µs 📉 -93.3%) vs baseline: +0.5%

Memory: ✅ 38.577MB (SLO: <41.500MB -7.0%) vs baseline: +4.7%

✅ replace_aspect

Time: ✅ 5.102µs (SLO: <10.000µs 📉 -49.0%) vs baseline: +4.7%

Memory: ✅ 38.613MB (SLO: <41.500MB -7.0%) vs baseline: +4.6%

✅ replace_noaspect

Time: ✅ 0.466µs (SLO: <10.000µs 📉 -95.3%) vs baseline: +0.6%

Memory: ✅ 38.602MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ repr_aspect

Time: ✅ 0.946µs (SLO: <10.000µs 📉 -90.5%) vs baseline: -0.6%

Memory: ✅ 38.428MB (SLO: <41.500MB -7.4%) vs baseline: +4.9%

✅ repr_noaspect

Time: ✅ 0.455µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.1%

Memory: ✅ 38.568MB (SLO: <41.500MB -7.1%) vs baseline: +5.1%

✅ rstrip_aspect

Time: ✅ 1.851µs (SLO: <20.000µs 📉 -90.7%) vs baseline: +1.0%

Memory: ✅ 38.428MB (SLO: <41.500MB -7.4%) vs baseline: +4.1%

✅ rstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -2.2%

Memory: ✅ 38.554MB (SLO: <41.500MB -7.1%) vs baseline: +4.1%

✅ slice_aspect

Time: ✅ 0.486µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

Memory: ✅ 38.606MB (SLO: <41.500MB -7.0%) vs baseline: +5.2%

✅ slice_noaspect

Time: ✅ 0.451µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.9%

Memory: ✅ 38.498MB (SLO: <41.500MB -7.2%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 1.686µs (SLO: <10.000µs 📉 -83.1%) vs baseline: +0.9%

Memory: ✅ 38.415MB (SLO: <41.500MB -7.4%) vs baseline: +4.3%

✅ stringio_noaspect

Time: ✅ 0.919µs (SLO: <10.000µs 📉 -90.8%) vs baseline: +0.4%

Memory: ✅ 38.537MB (SLO: <41.500MB -7.1%) vs baseline: +4.9%

✅ strip_aspect

Time: ✅ 2.476µs (SLO: <20.000µs 📉 -87.6%) vs baseline: 📈 +13.5%

Memory: ✅ 38.510MB (SLO: <41.500MB -7.2%) vs baseline: +4.7%

✅ strip_noaspect

Time: ✅ 0.393µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.2%

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

✅ swapcase_aspect

Time: ✅ 2.501µs (SLO: <10.000µs 📉 -75.0%) vs baseline: +3.2%

Memory: ✅ 38.645MB (SLO: <41.500MB -6.9%) vs baseline: +5.0%

✅ swapcase_noaspect

Time: ✅ 0.538µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.7%

Memory: ✅ 38.616MB (SLO: <41.500MB -7.0%) vs baseline: +4.9%

✅ title_aspect

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +1.1%

Memory: ✅ 38.641MB (SLO: <41.500MB -6.9%) vs baseline: +5.0%

✅ title_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.4%

Memory: ✅ 38.526MB (SLO: <41.500MB -7.2%) vs baseline: +4.7%

✅ translate_aspect

Time: ✅ 3.259µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.7%

Memory: ✅ 38.703MB (SLO: <41.500MB -6.7%) vs baseline: +5.2%

✅ translate_noaspect

Time: ✅ 1.042µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.5%

Memory: ✅ 38.460MB (SLO: <41.500MB -7.3%) vs baseline: +4.5%

✅ upper_aspect

Time: ✅ 2.233µs (SLO: <10.000µs 📉 -77.7%) vs baseline: +0.4%

Memory: ✅ 38.608MB (SLO: <41.500MB -7.0%) vs baseline: +4.6%

✅ upper_noaspect

Time: ✅ 0.372µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.2%

Memory: ✅ 38.485MB (SLO: <41.500MB -7.3%) vs baseline: +4.3%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.102µs (SLO: <10.000µs 📉 -49.0%) vs baseline: 📈 +21.5%

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +5.3%

✅ ospathbasename_noaspect

Time: ✅ 1.093µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.5%

Memory: ✅ 38.417MB (SLO: <41.000MB -6.3%) vs baseline: +4.6%

✅ ospathjoin_aspect

Time: ✅ 6.015µs (SLO: <10.000µs 📉 -39.9%) vs baseline: -0.6%

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

✅ ospathjoin_noaspect

Time: ✅ 2.282µs (SLO: <10.000µs 📉 -77.2%) vs baseline: ~same

Memory: ✅ 38.299MB (SLO: <41.000MB -6.6%) vs baseline: +4.0%

✅ ospathnormcase_aspect

Time: ✅ 3.467µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +0.1%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.564µs (SLO: <10.000µs 📉 -94.4%) vs baseline: +0.4%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.7%

✅ ospathsplit_aspect

Time: ✅ 4.830µs (SLO: <10.000µs 📉 -51.7%) vs baseline: +0.2%

Memory: ✅ 38.496MB (SLO: <41.000MB -6.1%) vs baseline: +4.7%

✅ ospathsplit_noaspect

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%) vs baseline: +0.1%

Memory: ✅ 38.240MB (SLO: <41.000MB -6.7%) vs baseline: +4.0%

✅ ospathsplitdrive_aspect

Time: ✅ 3.675µs (SLO: <10.000µs 📉 -63.2%) vs baseline: -0.7%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.8%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.703µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +1.4%

Memory: ✅ 38.653MB (SLO: <41.000MB -5.7%) vs baseline: +4.9%

✅ ospathsplitext_aspect

Time: ✅ 4.554µs (SLO: <10.000µs 📉 -54.5%) vs baseline: -0.4%

Memory: ✅ 38.535MB (SLO: <41.000MB -6.0%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 1.380µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.4%

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

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.329µs (SLO: <20.000µs 📉 -83.4%) vs baseline: 📈 +17.8%

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

✅ 1-count-metrics-100-times

Time: ✅ 198.130µs (SLO: <220.000µs -9.9%) vs baseline: -0.8%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.150µs (SLO: <20.000µs 📉 -84.2%) vs baseline: -0.4%

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

✅ 1-distribution-metrics-100-times

Time: ✅ 211.124µs (SLO: <230.000µs -8.2%) vs baseline: -1.0%

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

✅ 1-gauge-metric-1-times

Time: ✅ 2.159µs (SLO: <20.000µs 📉 -89.2%) vs baseline: +0.8%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 137.207µs (SLO: <150.000µs -8.5%) vs baseline: +0.8%

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

✅ 1-rate-metric-1-times

Time: ✅ 2.970µs (SLO: <20.000µs 📉 -85.1%) vs baseline: -0.5%

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

✅ 1-rate-metrics-100-times

Time: ✅ 211.647µs (SLO: <250.000µs 📉 -15.3%) vs baseline: -0.3%

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

✅ 100-count-metrics-100-times

Time: ✅ 20.118ms (SLO: <22.000ms -8.6%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.255ms (SLO: <2.550ms 📉 -11.6%) vs baseline: +1.8%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.4%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.404ms (SLO: <1.550ms -9.4%) vs baseline: ~same

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ 100-rate-metrics-100-times

Time: ✅ 2.198ms (SLO: <2.550ms 📉 -13.8%) vs baseline: ~same

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ flush-1-metric

Time: ✅ 4.532µs (SLO: <20.000µs 📉 -77.3%) vs baseline: +0.8%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 173.752µs (SLO: <250.000µs 📉 -30.5%) vs baseline: -0.3%

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

✅ flush-1000-metrics

Time: ✅ 2.174ms (SLO: <2.500ms 📉 -13.1%) vs baseline: -0.5%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.9%

🟡 Near SLO Breach (15 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.197µs (SLO: <20.000µs 📉 -34.0%) vs baseline: -0.3%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.6%

✅ context_with_data_no_listeners

Time: ✅ 3.244µs (SLO: <10.000µs 📉 -67.6%) vs baseline: -0.7%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.8%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ get_item_missing

Time: ✅ 0.634µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.4%

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

✅ set_item

Time: ✅ 24.168µs (SLO: <30.000µs 📉 -19.4%) vs baseline: +0.5%

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

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.600ms (SLO: <22.300ms 📉 -12.1%) vs baseline: ~same

Memory: ✅ 68.164MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.366ms (SLO: <1.450ms -5.8%) vs baseline: -0.5%

Memory: ✅ 66.224MB (SLO: <67.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ iast

Time: ✅ 19.587ms (SLO: <22.250ms 📉 -12.0%) vs baseline: -0.2%

Memory: ✅ 68.144MB (SLO: <70.000MB -2.7%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.479ms (SLO: <16.550ms -6.5%) vs baseline: +0.2%

Memory: ✅ 56.378MB (SLO: <57.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 19.445ms (SLO: <21.750ms 📉 -10.6%) vs baseline: -0.2%

Memory: ✅ 68.076MB (SLO: <70.500MB -3.4%) vs baseline: +4.7%

✅ span-code-origin

Time: ✅ 20.052ms (SLO: <28.200ms 📉 -28.9%) vs baseline: +1.8%

Memory: ✅ 68.112MB (SLO: <71.000MB -4.1%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.615ms (SLO: <21.750ms -9.8%) vs baseline: +0.1%

Memory: ✅ 68.223MB (SLO: <70.000MB -2.5%) vs baseline: +5.0%

✅ tracer-and-profiler

Time: ✅ 21.729ms (SLO: <23.500ms -7.5%) vs baseline: +0.1%

Memory: ✅ 69.245MB (SLO: <71.000MB -2.5%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.660ms (SLO: <21.500ms -8.6%) vs baseline: ~same

Memory: ✅ 68.184MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%

✅ tracer-minimal

Time: ✅ 16.798ms (SLO: <17.500ms -4.0%) vs baseline: +0.4%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +4.6%

✅ tracer-native

Time: ✅ 19.519ms (SLO: <21.750ms 📉 -10.3%) vs baseline: +0.1%

Memory: ✅ 68.223MB (SLO: <72.500MB -5.9%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 17.601ms (SLO: <19.650ms 📉 -10.4%) vs baseline: +0.3%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.5%

✅ tracer-no-databases

Time: ✅ 19.138ms (SLO: <20.100ms -4.8%) vs baseline: ~same

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.270ms (SLO: <21.500ms 📉 -10.4%) vs baseline: +0.4%

Memory: ✅ 68.094MB (SLO: <70.000MB -2.7%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.704ms (SLO: <22.000ms 📉 -10.4%) vs baseline: +2.2%

Memory: ✅ 68.238MB (SLO: <70.500MB -3.2%) vs baseline: +5.1%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.390ms (SLO: <19.850ms 📉 -17.4%) vs baseline: +0.3%

Memory: ✅ 69.698MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 16.318ms (SLO: <19.400ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 69.816MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 16.335ms (SLO: <19.450ms 📉 -16.0%) vs baseline: -0.4%

Memory: ✅ 69.757MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.070ms (SLO: <2.300ms -10.0%) vs baseline: +0.2%

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 2.077ms (SLO: <2.250ms -7.7%) vs baseline: ~same

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

✅ tracer-enabled

Time: ✅ 2.065ms (SLO: <2.300ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 55.679MB (SLO: <56.500MB 🟡 -1.5%) vs baseline: +4.7%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.380ms (SLO: <4.750ms 📉 -28.8%) vs baseline: +0.3%

Memory: ✅ 55.446MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.9%

✅ appsec-post

Time: ✅ 2.855ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.1%

Memory: ✅ 55.759MB (SLO: <66.500MB 📉 -16.2%) vs baseline: +4.9%

✅ appsec-telemetry

Time: ✅ 3.401ms (SLO: <4.750ms 📉 -28.4%) vs baseline: +0.7%

Memory: ✅ 55.434MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +5.0%

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.6%) vs baseline: +0.1%

Memory: ✅ 47.953MB (SLO: <49.500MB -3.1%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: ~same

Memory: ✅ 44.572MB (SLO: <49.000MB -9.0%) vs baseline: +4.7%

✅ profiler

Time: ✅ 1.911ms (SLO: <2.100ms -9.0%) vs baseline: +0.3%

Memory: ✅ 48.838MB (SLO: <50.000MB -2.3%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.358ms (SLO: <3.650ms -8.0%) vs baseline: +0.3%

Memory: ✅ 55.434MB (SLO: <56.000MB 🟡 -1.0%) vs baseline: +5.0%

✅ tracer

Time: ✅ 3.365ms (SLO: <3.650ms -7.8%) vs baseline: -0.1%

Memory: ✅ 55.464MB (SLO: <56.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.525MB (SLO: <60.000MB -7.5%) vs baseline: +5.1%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: -0.3%

Memory: ✅ 55.719MB (SLO: <66.000MB 📉 -15.6%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.067ms (SLO: <2.800ms 📉 -26.2%) vs baseline: ~same

Memory: ✅ 55.758MB (SLO: <62.500MB 📉 -10.8%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.4%) vs baseline: ~same

Memory: ✅ 55.758MB (SLO: <56.500MB 🟡 -1.3%) vs baseline: +4.7%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.304µs (SLO: <100.000µs 📉 -18.7%) vs baseline: +0.2%

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

✅ b3_headers

Time: ✅ 14.180µs (SLO: <20.000µs 📉 -29.1%) vs baseline: +0.1%

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

✅ b3_single_headers

Time: ✅ 13.322µs (SLO: <20.000µs 📉 -33.4%) vs baseline: +0.7%

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: ~same

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

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.510µs (SLO: <80.000µs 📉 -13.1%) vs baseline: +5.3%

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

✅ empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.1%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.7%

✅ full_t_id_datadog_headers

Time: ✅ 22.438µs (SLO: <30.000µs 📉 -25.2%) vs baseline: +0.2%

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

✅ invalid_priority_header

Time: ✅ 6.544µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.1%

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

✅ invalid_span_id_header

Time: ✅ 6.537µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.1%

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

✅ invalid_tags_header

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.5%

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

✅ invalid_trace_id_header

Time: ✅ 6.537µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.9%

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

✅ large_header_no_matches

Time: ✅ 27.544µs (SLO: <30.000µs -8.2%) vs baseline: -0.4%

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

✅ large_valid_headers_all

Time: ✅ 28.679µs (SLO: <40.000µs 📉 -28.3%) vs baseline: ~same

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

✅ medium_header_no_matches

Time: ✅ 9.872µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.3%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.349µs (SLO: <20.000µs 📉 -43.3%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.3%

✅ none_propagation_style

Time: ✅ 1.727µs (SLO: <10.000µs 📉 -82.7%) vs baseline: +1.3%

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

✅ tracecontext_headers

Time: ✅ 35.038µs (SLO: <40.000µs 📉 -12.4%) vs baseline: +0.8%

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

✅ valid_headers_all

Time: ✅ 6.537µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.8%

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

✅ valid_headers_basic

Time: ✅ 6.127µs (SLO: <10.000µs 📉 -38.7%) vs baseline: +0.1%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.5%

✅ wsgi_empty_headers

Time: ✅ 1.613µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.4%

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

✅ wsgi_invalid_priority_header

Time: ✅ 6.608µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +1.0%

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

✅ wsgi_invalid_span_id_header

Time: ✅ 1.614µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.4%

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

✅ wsgi_invalid_tags_header

Time: ✅ 6.583µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.3%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.628µs (SLO: <10.000µs 📉 -33.7%) vs baseline: +1.5%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ wsgi_large_header_no_matches

Time: ✅ 28.690µs (SLO: <40.000µs 📉 -28.3%) vs baseline: ~same

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

✅ wsgi_large_valid_headers_all

Time: ✅ 29.973µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.4%

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

✅ wsgi_medium_header_no_matches

Time: ✅ 10.165µs (SLO: <20.000µs 📉 -49.2%) vs baseline: +0.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.566µs (SLO: <20.000µs 📉 -42.2%) vs baseline: ~same

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

✅ wsgi_valid_headers_all

Time: ✅ 6.592µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.2%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.177µs (SLO: <10.000µs 📉 -38.2%) vs baseline: +1.3%

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

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.927µs (SLO: <30.000µs 📉 -26.9%) vs baseline: +5.0%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.5%

✅ with_all

Time: ✅ 27.513µs (SLO: <40.000µs 📉 -31.2%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ with_dd_origin

Time: ✅ 24.589µs (SLO: <30.000µs 📉 -18.0%) vs baseline: +0.5%

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

✅ with_priority_and_origin

Time: ✅ 24.021µs (SLO: <40.000µs 📉 -39.9%) vs baseline: +0.4%

Memory: ✅ 34.937MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.2%

✅ with_sampling_priority

Time: ✅ 20.886µs (SLO: <30.000µs 📉 -30.4%) vs baseline: +0.9%

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

✅ with_tags

Time: ✅ 25.659µs (SLO: <40.000µs 📉 -35.9%) vs baseline: ~same

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

✅ with_tags_invalid

Time: ✅ 27.110µs (SLO: <40.000µs 📉 -32.2%) vs baseline: -0.5%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 26.273µs (SLO: <40.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 40.300ms (SLO: <47.150ms 📉 -14.5%) vs baseline: -0.4%

Memory: ✅ 39.457MB (SLO: <47.000MB 📉 -16.0%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 259.721ms (SLO: <344.800ms 📉 -24.7%) vs baseline: -0.6%

Memory: ✅ 43.706MB (SLO: <47.500MB -8.0%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 315.893ms (SLO: <321.000ms 🟡 -1.6%) vs baseline: -0.2%

Memory: ✅ 43.738MB (SLO: <47.500MB -7.9%) vs baseline: +4.6%

✅ get-context

Time: ✅ 80.614ms (SLO: <92.350ms 📉 -12.7%) vs baseline: +0.6%

Memory: ✅ 39.847MB (SLO: <46.500MB 📉 -14.3%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 37.974ms (SLO: <44.500ms 📉 -14.7%) vs baseline: +0.3%

Memory: ✅ 39.517MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 58.763ms (SLO: <67.650ms 📉 -13.1%) vs baseline: ~same

Memory: ✅ 39.948MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.6%

✅ set-status

Time: ✅ 44.139ms (SLO: <50.400ms 📉 -12.4%) vs baseline: +0.3%

Memory: ✅ 39.513MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +5.1%

✅ start

Time: ✅ 38.137ms (SLO: <43.450ms 📉 -12.2%) vs baseline: +2.7%

Memory: ✅ 39.437MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 82.787ms (SLO: <88.000ms -5.9%) vs baseline: +0.1%

Memory: ✅ 37.297MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 84.258ms (SLO: <89.000ms -5.3%) vs baseline: +0.4%

Memory: ✅ 37.316MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.6%

✅ update-name

Time: ✅ 38.591ms (SLO: <45.150ms 📉 -14.5%) vs baseline: -0.5%

Memory: ✅ 39.696MB (SLO: <47.000MB 📉 -15.5%) vs baseline: +5.0%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.450ms (SLO: <354.300ms -2.8%) vs baseline: -0.9%

Memory: ✅ 41.236MB (SLO: <41.500MB 🟡 -0.6%) vs baseline: +5.1%

✅ cache_on

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

Memory: ✅ 40.804MB (SLO: <41.000MB 🟡 -0.5%) vs baseline: +5.7%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.348µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -0.5%

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

✅ high_rate_limit

Time: ✅ 2.411µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -1.4%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ long_window

Time: ✅ 2.372µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.2%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.368µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.4%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ no_rate_limit

Time: ✅ 0.832µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +1.2%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.8%

✅ short_window

Time: ✅ 2.493µs (SLO: <10.000µs 📉 -75.1%) vs baseline: -0.7%

Memory: ✅ 35.154MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.9%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.601ms (SLO: <320.950ms -3.5%) vs baseline: +0.2%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.7%

✅ deep-profiled

Time: ✅ 327.219ms (SLO: <359.150ms -8.9%) vs baseline: -0.3%

Memory: ✅ 39.734MB (SLO: <40.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ medium

Time: ✅ 6.985ms (SLO: <7.400ms -5.6%) vs baseline: -0.1%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms -10.0%) vs baseline: +0.7%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.3%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.681µs (SLO: <20.000µs 📉 -46.6%) vs baseline: +1.3%

Memory: ✅ 35.547MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.5%

✅ all-enabled

Time: ✅ 41.201µs (SLO: <50.000µs 📉 -17.6%) vs baseline: +2.3%

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

✅ collectipvariant_exists

Time: ✅ 41.023µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +0.2%

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.6%

✅ no-collectipvariant

Time: ✅ 40.167µs (SLO: <50.000µs 📉 -19.7%) vs baseline: -0.6%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ no-useragentvariant

Time: ✅ 38.831µs (SLO: <50.000µs 📉 -22.3%) vs baseline: -0.4%

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

✅ obfuscation-no-query

Time: ✅ 40.932µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +0.5%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +4.9%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.062µs (SLO: <90.000µs 📉 -15.5%) vs baseline: -0.2%

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.659µs (SLO: <90.000µs 📉 -14.8%) vs baseline: -0.2%

Memory: ✅ 35.704MB (SLO: <36.500MB -2.2%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.505µs (SLO: <170.000µs -9.1%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <36.500MB -2.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.120µs (SLO: <160.000µs -6.8%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.7%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.161µs (SLO: <170.000µs -8.7%) vs baseline: -0.2%

Memory: ✅ 35.586MB (SLO: <36.500MB -2.5%) vs baseline: +4.5%

✅ useragentvariant_exists_1

Time: ✅ 39.641µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 41.045µs (SLO: <50.000µs 📉 -17.9%) vs baseline: +0.8%

Memory: ✅ 35.645MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.6%

✅ useragentvariant_exists_3

Time: ✅ 40.095µs (SLO: <50.000µs 📉 -19.8%) vs baseline: ~same

Memory: ✅ 35.684MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.9%

✅ useragentvariant_not_exists_1

Time: ✅ 39.741µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.1%

Memory: ✅ 35.724MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.1%

✅ useragentvariant_not_exists_2

Time: ✅ 39.574µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.5%

Memory: ✅ 35.763MB (SLO: <36.000MB 🟡 -0.7%) vs baseline: +5.0%

🟡 span - 26/26

✅ add-event

Time: ✅ 18.190ms (SLO: <22.500ms 📉 -19.2%) vs baseline: -0.4%

Memory: ✅ 36.868MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 88.257ms (SLO: <93.500ms -5.6%) vs baseline: +0.4%

Memory: ✅ 41.000MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 141.492ms (SLO: <155.000ms -8.7%) vs baseline: -0.7%

Memory: ✅ 41.094MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 16.927ms (SLO: <20.500ms 📉 -17.4%) vs baseline: -0.1%

Memory: ✅ 36.822MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 17.270ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +0.4%

Memory: ✅ 36.667MB (SLO: <53.000MB 📉 -30.8%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.724ms (SLO: <40.000ms -8.2%) vs baseline: +0.8%

Memory: ✅ 37.260MB (SLO: <53.000MB 📉 -29.7%) vs baseline: +5.0%

✅ set-status

Time: ✅ 18.650ms (SLO: <22.000ms 📉 -15.2%) vs baseline: +0.5%

Memory: ✅ 36.647MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.2%

✅ start

Time: ✅ 17.268ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +2.4%

Memory: ✅ 36.784MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 51.177ms (SLO: <52.500ms -2.5%) vs baseline: +0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 52.413ms (SLO: <54.500ms -3.8%) vs baseline: ~same

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.1%

✅ start-finish-traceid128

Time: ✅ 54.261ms (SLO: <57.000ms -4.8%) vs baseline: -0.1%

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

✅ start-traceid128

Time: ✅ 17.279ms (SLO: <22.500ms 📉 -23.2%) vs baseline: +0.5%

Memory: ✅ 36.726MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.8%

✅ update-name

Time: ✅ 17.371ms (SLO: <22.000ms 📉 -21.0%) vs baseline: +0.4%

Memory: ✅ 36.905MB (SLO: <53.000MB 📉 -30.4%) vs baseline: +5.0%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.161ms (SLO: <32.950ms 📉 -11.5%) vs baseline: +0.4%

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.879ms (SLO: <3.200ms 📉 -10.0%) vs baseline: -0.6%

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

✅ small

Time: ✅ 330.151µs (SLO: <370.000µs 📉 -10.8%) vs baseline: +1.3%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.219µs (SLO: <170.000µs -8.7%) vs baseline: +0.3%

Memory: ✅ 39.848MB (SLO: <41.000MB -2.8%) vs baseline: +4.4%

✅ import_many_cached

Time: ✅ 120.898µs (SLO: <130.000µs -7.0%) vs baseline: ~same

Memory: ✅ 39.866MB (SLO: <41.000MB -2.8%) vs baseline: +4.6%

✅ import_many_stdlib

Time: ✅ 0.756ms (SLO: <1.750ms 📉 -56.8%) vs baseline: +0.2%

Memory: ✅ 39.943MB (SLO: <41.000MB -2.6%) vs baseline: +4.5%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.173ms (SLO: <1.100ms 📉 -84.3%) vs baseline: -0.3%

Memory: ✅ 39.937MB (SLO: <41.000MB -2.6%) vs baseline: +4.6%

✅ import_many_unknown

Time: ✅ 838.889µs (SLO: <890.000µs -5.7%) vs baseline: +0.4%

Memory: ✅ 40.022MB (SLO: <41.000MB -2.4%) vs baseline: +4.7%

✅ import_many_unknown_cached

Time: ✅ 789.463µs (SLO: <870.000µs -9.3%) vs baseline: -0.8%

Memory: ✅ 40.121MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ import_one

Time: ✅ 19.631µs (SLO: <30.000µs 📉 -34.6%) vs baseline: -0.4%

Memory: ✅ 40.079MB (SLO: <41.000MB -2.2%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.253µs (SLO: <10.000µs 📉 -37.5%) vs baseline: -1.2%

Memory: ✅ 40.048MB (SLO: <41.000MB -2.3%) vs baseline: +4.7%

✅ import_one_stdlib

Time: ✅ 18.661µs (SLO: <20.000µs -6.7%) vs baseline: +0.5%

Memory: ✅ 39.942MB (SLO: <41.000MB -2.6%) vs baseline: +4.5%

✅ import_one_stdlib_cache

Time: ✅ 6.289µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +1.0%

Memory: ✅ 39.868MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%

✅ import_one_unknown

Time: ✅ 45.260µs (SLO: <50.000µs -9.5%) vs baseline: -0.4%

Memory: ✅ 39.942MB (SLO: <41.000MB -2.6%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.252µs (SLO: <10.000µs 📉 -37.5%) vs baseline: +0.1%

Memory: ✅ 39.900MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%

✅ All Tests Passing (5 suites)

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.012µs (SLO: <40.000µs 📉 -15.0%) vs baseline: +7.2%

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

✅ re_expand_noaspect

Time: ✅ 28.662µs (SLO: <40.000µs 📉 -28.3%) vs baseline: -0.4%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.7%

✅ re_findall_aspect

Time: ✅ 2.917µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.6%

Memory: ✅ 38.673MB (SLO: <41.000MB -5.7%) vs baseline: +5.0%

✅ re_findall_noaspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.8%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.5%

✅ re_finditer_aspect

Time: ✅ 4.420µs (SLO: <10.000µs 📉 -55.8%) vs baseline: +0.1%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.7%

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

✅ re_fullmatch_aspect

Time: ✅ 2.660µs (SLO: <10.000µs 📉 -73.4%) vs baseline: -0.5%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.8%

✅ re_fullmatch_noaspect

Time: ✅ 1.325µs (SLO: <10.000µs 📉 -86.8%) vs baseline: +0.7%

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

✅ re_group_aspect

Time: ✅ 2.984µs (SLO: <10.000µs 📉 -70.2%) vs baseline: +1.5%

Memory: ✅ 38.476MB (SLO: <41.000MB -6.2%) vs baseline: +4.6%

✅ re_group_noaspect

Time: ✅ 1.625µs (SLO: <10.000µs 📉 -83.7%) vs baseline: -0.7%

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

✅ re_groups_aspect

Time: ✅ 3.108µs (SLO: <10.000µs 📉 -68.9%) vs baseline: +2.3%

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

✅ re_groups_noaspect

Time: ✅ 1.738µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +1.4%

Memory: ✅ 38.122MB (SLO: <41.000MB -7.0%) vs baseline: +3.9%

✅ re_match_aspect

Time: ✅ 2.726µs (SLO: <10.000µs 📉 -72.7%) vs baseline: +1.7%

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

✅ re_match_noaspect

Time: ✅ 1.312µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.7%

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

✅ re_search_aspect

Time: ✅ 2.541µs (SLO: <10.000µs 📉 -74.6%) vs baseline: +0.2%

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

✅ re_search_noaspect

Time: ✅ 1.199µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.7%

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

✅ re_sub_aspect

Time: ✅ 3.486µs (SLO: <10.000µs 📉 -65.1%) vs baseline: +3.5%

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

✅ re_sub_noaspect

Time: ✅ 1.529µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

Memory: ✅ 38.594MB (SLO: <41.000MB -5.9%) vs baseline: +5.4%

✅ re_subn_aspect

Time: ✅ 3.579µs (SLO: <10.000µs 📉 -64.2%) vs baseline: -0.8%

Memory: ✅ 38.555MB (SLO: <41.000MB -6.0%) vs baseline: +4.7%

✅ re_subn_noaspect

Time: ✅ 1.611µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.5%

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

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.342µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -4.0%

Memory: ✅ 38.574MB (SLO: <41.000MB -5.9%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.578µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.4%

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

✅ split_aspect

Time: ✅ 1.352µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -3.5%

Memory: ✅ 38.299MB (SLO: <41.000MB -6.6%) vs baseline: +4.2%

✅ split_noaspect

Time: ✅ 0.572µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.9%

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

✅ splitlines_aspect

Time: ✅ 1.352µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -1.7%

Memory: ✅ 38.516MB (SLO: <41.000MB -6.1%) vs baseline: +4.7%

✅ splitlines_noaspect

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

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

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.984µs (SLO: <60.000µs 📉 -18.4%) vs baseline: +0.8%

Memory: ✅ 38.201MB (SLO: <42.000MB -9.0%) vs baseline: +4.4%

✅ propagation_enabled

Time: ✅ 137.523µs (SLO: <190.000µs 📉 -27.6%) vs baseline: +0.8%

Memory: ✅ 38.103MB (SLO: <42.000MB -9.3%) vs baseline: +4.5%

✅ propagation_enabled_100

Time: ✅ 1.570ms (SLO: <2.300ms 📉 -31.8%) vs baseline: -0.4%

Memory: ✅ 38.299MB (SLO: <42.000MB -8.8%) vs baseline: +5.0%

✅ propagation_enabled_1000

Time: ✅ 29.049ms (SLO: <34.550ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <42.000MB -9.4%) vs baseline: +4.4%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.270ms (SLO: <42.000ms -4.1%) vs baseline: -0.1%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ add-link

Time: ✅ 36.405ms (SLO: <38.550ms -5.6%) vs baseline: +0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ add-metrics

Time: ✅ 217.915ms (SLO: <232.000ms -6.1%) vs baseline: +0.3%

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

✅ add-tags

Time: ✅ 211.282ms (SLO: <221.600ms -4.7%) vs baseline: -0.2%

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

✅ get-context

Time: ✅ 29.247ms (SLO: <31.300ms -6.6%) vs baseline: +0.3%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.2%

✅ is-recording

Time: ✅ 29.213ms (SLO: <31.000ms -5.8%) vs baseline: -0.2%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

✅ record-exception

Time: ✅ 63.093ms (SLO: <65.850ms -4.2%) vs baseline: -0.3%

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

✅ set-status

Time: ✅ 32.032ms (SLO: <34.150ms -6.2%) vs baseline: +0.4%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ start

Time: ✅ 29.365ms (SLO: <30.150ms -2.6%) vs baseline: +1.6%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 34.005ms (SLO: <35.350ms -3.8%) vs baseline: +0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 34.092ms (SLO: <35.450ms -3.8%) vs baseline: +0.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.0%

✅ update-name

Time: ✅ 31.151ms (SLO: <33.400ms -6.7%) vs baseline: +0.1%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.551µs (SLO: <290.000µs 📉 -52.6%) vs baseline: +0.3%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ high_match

Time: ✅ 174.005µs (SLO: <480.000µs 📉 -63.7%) vs baseline: -0.7%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

✅ low_match

Time: ✅ 98.603µs (SLO: <120.000µs 📉 -17.8%) vs baseline: -0.3%

Memory: ✅ 603.522MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.693ms (SLO: <8.500ms 📉 -68.3%) vs baseline: +1.0%

Memory: ✅ 71.086MB (SLO: <75.000MB -5.2%) vs baseline: +4.9%

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

Kyle-Verhoog

just one suggestion on the log line 🚢

ddtrace/llmobs/_llmobs.py

Kyle-Verhoog · 2025-12-10T18:25:13Z

ddtrace/llmobs/_llmobs.py

+            if not getattr(litellm, "_datadog_patch", False):
+                log.warning(
+                    "LLMObs.enable() called after litellm was imported but before it was patched. "
+                    "This may cause tracing issues if you are importing patched methods like 'completion' directly. "


Suggested change

"This may cause tracing issues if you are importing patched methods like 'completion' directly. "

"This may cause tracing issues if you are importing patched methods like 'litellm.completion' directly. "

Kyle-Verhoog · 2025-12-10T18:25:47Z

tests/contrib/litellm/test_litellm_llmobs.py

nice yes this is much cleaner and less side-effecty to other tests! nice job 😄

log warning if litellm imported before being patched

e1e7914

ncybul changed the title ~~chore(llmobs): log warning if litellm imported before being patched~~ chore(llmobs): [MLOB-4813] log warning if litellm imported before being patched Dec 5, 2025

ncybul marked this pull request as ready for review December 5, 2025 19:02

ncybul requested a review from a team as a code owner December 5, 2025 19:02

ncybul added 2 commits December 5, 2025 14:18

format

582213e

suppress noqa errors

43e0874

ncybul added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 5, 2025

Kyle-Verhoog reviewed Dec 5, 2025

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ncybul and others added 4 commits December 5, 2025 17:42

switch to using subprocess tests

f4a935c

format

d6d96a3

Merge branch 'main' into nicole-cybul/litellm-patching-issue

fa6d419

Merge branch 'main' into nicole-cybul/litellm-patching-issue

b0f74d0

Kyle-Verhoog approved these changes Dec 10, 2025

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	"This may cause tracing issues if you are importing patched methods like 'completion' directly. "
	"This may cause tracing issues if you are importing patched methods like 'litellm.completion' directly. "

chore(llmobs): [MLOB-4813] log warning if litellm imported before being patched #15530

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chore(llmobs): [MLOB-4813] log warning if litellm imported before being patched #15530

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ncybul commented Dec 5, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Description

Testing

Risks

Additional Notes

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Bootstrap import analysis

Summary

Import time breakdown

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Kyle-Verhoog Dec 5, 2025

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ncybul Dec 10, 2025

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Kyle-Verhoog Dec 10, 2025

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Performance SLOs

✅ add_aspect

✅ add_inplace_aspect

✅ add_inplace_noaspect

✅ add_noaspect

✅ bytearray_aspect

✅ bytearray_extend_aspect

✅ bytearray_extend_noaspect

✅ bytearray_noaspect

✅ bytes_aspect

✅ bytes_noaspect

✅ bytesio_aspect

✅ bytesio_noaspect

✅ capitalize_aspect

✅ capitalize_noaspect

✅ casefold_aspect

✅ casefold_noaspect

✅ decode_aspect

✅ decode_noaspect

✅ encode_aspect

✅ encode_noaspect

✅ format_aspect

✅ format_map_aspect

✅ format_map_noaspect

✅ format_noaspect

✅ index_aspect

✅ index_noaspect

✅ join_aspect

✅ join_noaspect

✅ ljust_aspect

✅ ljust_noaspect

✅ lower_aspect

✅ lower_noaspect

✅ lstrip_aspect

✅ lstrip_noaspect

✅ modulo_aspect

✅ modulo_aspect_for_bytearray_bytearray

✅ modulo_aspect_for_bytes

✅ modulo_aspect_for_bytes_bytearray

✅ modulo_noaspect

✅ replace_aspect

✅ replace_noaspect

✅ repr_aspect

✅ repr_noaspect

✅ rstrip_aspect

✅ rstrip_noaspect

✅ slice_aspect

✅ slice_noaspect

✅ stringio_aspect

ncybul commented Dec 5, 2025 •

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