fix(langchain): fix patching langchain throws an `ImportError` #14687

sabrenner · 2025-09-23T19:31:19Z

Description

Changes our patching logic to only patch langchain_core, as we have not supported operations on langchain directly for some time, and is being removed in all langchain 1.0.0 releases - patching this was causing ImporErrors due to circular imports from how langchain switched some imports from inlined to top-level.

The reason we patched langchain-community, langchain-openai, and langchain-pinecone in the first place was because we could not patch the underlying embed_query, embed_documents, and similarity_search for embeddings and vectorstores as the base classes are abstract. However, by patching __init_subclass__, we can successfully patch them on each instance, meaning we only need to patch langchain_core.

This is reflected in the change in _monkey.py, and the imported langchain_core in the patching file.

Testing

Updated all riot lockfiles and ensured existing tests continued to pass. In order to make tests work (as __init_submodules__ did not play nicely with cached modules & patching/unpatching every test), the langchain_core fixture is scoped to each module.

Additionally, running this script:

from ddtrace.llmobs import LLMObs
LLMObs.enable(ml_app="sam-test")

from langchain_openai import ChatOpenAI

chat = ChatOpenAI(
    model = "gpt-3.5-turbo",
    temperature=0.1,
)
resp = chat.invoke("What is the capital of France?")

with

$ python -m venv .venv
$ source .venv/bin/activate
$ pip install langchain_openai
$ pip install ddtrace

Should not experience any spans being submitted, but with

$ pip install -e /path/to/dd-trace-py

checked out to this branch should see spans being submitted.

Trace using ddtrace without the fix (just OpenAI span, missing LangChain span. Output does not directly include the ImportError but breakpointing in does reveal it).
Trace using local ddtrace with the fix (Includes the LangChain parent span).

Risks

Importing langchain only/directly will no longer trigger patching. With that being said, that hasn't been a valid way to use langchain for some time now.

Additional Notes

Fixes #14590

github-actions · 2025-09-23T19:31:56Z

CODEOWNERS have been resolved as:

.riot/requirements/10d6b85.txt                                          @DataDog/apm-python
.riot/requirements/11b0e12.txt                                          @DataDog/apm-python
.riot/requirements/15d6373.txt                                          @DataDog/apm-python
.riot/requirements/166aa1b.txt                                          @DataDog/apm-python
.riot/requirements/176838a.txt                                          @DataDog/apm-python
.riot/requirements/1849ecc.txt                                          @DataDog/apm-python
.riot/requirements/1955bdc.txt                                          @DataDog/apm-python
.riot/requirements/1a62803.txt                                          @DataDog/apm-python
.riot/requirements/1ceb1c5.txt                                          @DataDog/apm-python
.riot/requirements/1d20b78.txt                                          @DataDog/apm-python
.riot/requirements/1f09c40.txt                                          @DataDog/apm-python
.riot/requirements/3a159dd.txt                                          @DataDog/apm-python
releasenotes/notes/langchain-patching-fix-6a48dd0252e429c2.yaml         @DataDog/apm-python
tests/llmobs/llmobs_cassettes/openai/openai_embeddings_post_5f290ee6.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/openai/openai_embeddings_post_6efa595c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/openai/openai_embeddings_post_8edc8b38.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/openai/openai_embeddings_post_fe2b2aef.yaml  @DataDog/ml-observability
tests/snapshots/tests.contrib.langchain.test_langchain.test_vectorstore_similarity_search.json  @DataDog/ml-observability
ddtrace/_monkey.py                                                      @DataDog/apm-core-python
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/langchain/patch.py                             @DataDog/ml-observability
riotfile.py                                                             @DataDog/apm-python
tests/contrib/langchain/conftest.py                                     @DataDog/ml-observability
tests/contrib/langchain/test_langchain.py                               @DataDog/ml-observability
tests/contrib/langchain/test_langchain_llmobs.py                        @DataDog/ml-observability
tests/contrib/langchain/test_langchain_patch.py                         @DataDog/ml-observability
tests/contrib/langgraph/conftest.py                                     @DataDog/ml-observability
tests/snapshots/tests.contrib.langchain.test_langchain.test_openai_embedding_document.json  @DataDog/ml-observability
.riot/requirements/12135c7.txt                                          @DataDog/apm-python
.riot/requirements/1282607.txt                                          @DataDog/apm-python
.riot/requirements/13d45e0.txt                                          @DataDog/apm-python
.riot/requirements/14825e2.txt                                          @DataDog/apm-python
.riot/requirements/159ccae.txt                                          @DataDog/apm-python
.riot/requirements/173c2c6.txt                                          @DataDog/apm-python
.riot/requirements/1e5948b.txt                                          @DataDog/apm-python
.riot/requirements/6c3ea5e.txt                                          @DataDog/apm-python
.riot/requirements/6f5fdb6.txt                                          @DataDog/apm-python
.riot/requirements/a69ef68.txt                                          @DataDog/apm-python
.riot/requirements/eddebbc.txt                                          @DataDog/apm-python
ddtrace/contrib/internal/langchain/constants.py                         @DataDog/ml-observability
tests/snapshots/tests.contrib.langchain.test_langchain.test_fake_embedding_query.json  @DataDog/ml-observability

tests/contrib/langchain/test_langchain_llmobs.py

github-actions · 2025-09-23T19:58:49Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 242 ± 3 ms.

The average import time from base is: 244 ± 3 ms.

The import time difference between this PR and base is: -1.6 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.957 ms (0.81%)

ddtrace.bootstrap.sitecustomize 1.278 ms (0.53%)

ddtrace.bootstrap.preload 1.278 ms (0.53%)

ddtrace.internal.remoteconfig.client 0.618 ms (0.26%)

ddtrace 0.679 ms (0.28%)

ddtrace.internal._unpatched 0.029 ms (0.01%)

json 0.029 ms (0.01%)

json.decoder 0.029 ms (0.01%)

re 0.029 ms (0.01%)

enum 0.029 ms (0.01%)

types 0.029 ms (0.01%)

pr-commenter · 2025-09-23T20:40:23Z

Performance SLOs

Comparing candidate sabrenner/langchain-patching-fix (ea05833) with baseline main (1d49072)

📈 Performance Regressions (1 suite)

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.131µs (SLO: <20.000µs 📉 -84.3%) vs baseline: -1.7%

Memory: ✅ 32.126MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 1-count-metrics-100-times

Time: ✅ 211.544µs (SLO: <250.000µs 📉 -15.4%) vs baseline: -2.2%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

✅ 1-distribution-metric-1-times

Time: ✅ 2.890µs (SLO: <20.000µs 📉 -85.6%) vs baseline: -2.1%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ 1-distribution-metrics-100-times

Time: ✅ 192.741µs (SLO: <220.000µs 📉 -12.4%) vs baseline: +0.3%

Memory: ✅ 32.204MB (SLO: <34.000MB -5.3%) vs baseline: +5.0%

✅ 1-gauge-metric-1-times

Time: ✅ 2.300µs (SLO: <20.000µs 📉 -88.5%) vs baseline: 📈 +10.5%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ 1-gauge-metrics-100-times

Time: ✅ 124.285µs (SLO: <150.000µs 📉 -17.1%) vs baseline: -1.0%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.7%

✅ 1-rate-metric-1-times

Time: ✅ 3.092µs (SLO: <20.000µs 📉 -84.5%) vs baseline: -2.8%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.9%

✅ 1-rate-metrics-100-times

Time: ✅ 215.815µs (SLO: <250.000µs 📉 -13.7%) vs baseline: +0.9%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 21.154ms (SLO: <23.500ms -10.0%) vs baseline: -1.2%

Memory: ✅ 32.145MB (SLO: <34.000MB -5.5%) vs baseline: +5.1%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.017ms (SLO: <2.250ms 📉 -10.4%) vs baseline: +2.6%

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.286ms (SLO: <1.550ms 📉 -17.0%) vs baseline: -0.8%

Memory: ✅ 32.067MB (SLO: <34.000MB -5.7%) vs baseline: +4.8%

✅ 100-rate-metrics-100-times

Time: ✅ 2.174ms (SLO: <2.550ms 📉 -14.8%) vs baseline: -1.0%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.5%

✅ flush-1-metric

Time: ✅ 4.343µs (SLO: <20.000µs 📉 -78.3%) vs baseline: +5.2%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 180.651µs (SLO: <250.000µs 📉 -27.7%) vs baseline: -0.6%

Memory: ✅ 32.185MB (SLO: <34.000MB -5.3%) vs baseline: +5.1%

✅ flush-1000-metrics

Time: ✅ 2.226ms (SLO: <2.500ms 📉 -11.0%) vs baseline: +1.0%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +5.0%

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 20.500ms (SLO: <22.300ms -8.1%) vs baseline: -0.2%

Memory: ✅ 65.465MB (SLO: <67.000MB -2.3%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.351ms (SLO: <1.450ms -6.8%) vs baseline: +0.5%

Memory: ✅ 64.484MB (SLO: <67.000MB -3.8%) vs baseline: +4.8%

✅ iast

Time: ✅ 20.487ms (SLO: <22.250ms -7.9%) vs baseline: ~same

Memory: ✅ 65.509MB (SLO: <67.000MB -2.2%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.274ms (SLO: <16.550ms -7.7%) vs baseline: -0.3%

Memory: ✅ 53.701MB (SLO: <54.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ resource-renaming

Time: ✅ 20.543ms (SLO: <21.750ms -5.5%) vs baseline: -0.1%

Memory: ✅ 65.529MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ span-code-origin

Time: ✅ 26.198ms (SLO: <28.200ms -7.1%) vs baseline: -0.4%

Memory: ✅ 68.186MB (SLO: <69.500MB 🟡 -1.9%) vs baseline: +5.7%

✅ tracer

Time: ✅ 20.505ms (SLO: <21.750ms -5.7%) vs baseline: ~same

Memory: ✅ 65.506MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ tracer-and-profiler

Time: ✅ 21.991ms (SLO: <23.500ms -6.4%) vs baseline: ~same

Memory: ✅ 66.779MB (SLO: <67.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.387ms (SLO: <21.500ms -9.8%) vs baseline: +0.4%

Memory: ✅ 65.490MB (SLO: <66.000MB 🟡 -0.8%) vs baseline: +4.7%

✅ tracer-minimal

Time: ✅ 16.580ms (SLO: <17.500ms -5.3%) vs baseline: -0.2%

Memory: ✅ 65.147MB (SLO: <66.000MB 🟡 -1.3%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 20.454ms (SLO: <21.750ms -6.0%) vs baseline: -0.4%

Memory: ✅ 71.437MB (SLO: <72.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ tracer-no-caches

Time: ✅ 18.443ms (SLO: <19.650ms -6.1%) vs baseline: +0.1%

Memory: ✅ 65.511MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 18.762ms (SLO: <20.100ms -6.7%) vs baseline: ~same

Memory: ✅ 65.155MB (SLO: <67.000MB -2.8%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 20.194ms (SLO: <21.500ms -6.1%) vs baseline: ~same

Memory: ✅ 65.542MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

✅ tracer-no-templates

Time: ✅ 20.320ms (SLO: <22.000ms -7.6%) vs baseline: ~same

Memory: ✅ 65.529MB (SLO: <67.000MB -2.2%) vs baseline: +5.0%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.359ms (SLO: <19.850ms -7.5%) vs baseline: +1.7%

Memory: ✅ 65.292MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 18.329ms (SLO: <19.400ms -5.5%) vs baseline: +1.4%

Memory: ✅ 65.313MB (SLO: <66.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 18.181ms (SLO: <19.450ms -6.5%) vs baseline: +0.7%

Memory: ✅ 65.372MB (SLO: <66.500MB 🟡 -1.7%) vs baseline: +5.0%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.584ms (SLO: <4.750ms -3.5%) vs baseline: +0.4%

Memory: ✅ 61.892MB (SLO: <65.000MB -4.8%) vs baseline: +4.7%

✅ appsec-post

Time: ✅ 6.571ms (SLO: <6.750ms -2.6%) vs baseline: ~same

Memory: ✅ 62.010MB (SLO: <65.000MB -4.6%) vs baseline: +5.0%

✅ appsec-telemetry

Time: ✅ 4.574ms (SLO: <4.750ms -3.7%) vs baseline: +0.4%

Memory: ✅ 61.932MB (SLO: <65.000MB -4.7%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.854ms (SLO: <2.000ms -7.3%) vs baseline: -0.1%

Memory: ✅ 45.397MB (SLO: <47.000MB -3.4%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.0%) vs baseline: -0.1%

Memory: ✅ 42.290MB (SLO: <49.000MB 📉 -13.7%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.913ms (SLO: <2.100ms -8.9%) vs baseline: -0.3%

Memory: ✅ 46.596MB (SLO: <47.000MB 🟡 -0.9%) vs baseline: +5.2%

✅ resource-renaming

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: -0.2%

Memory: ✅ 52.199MB (SLO: <53.500MB -2.4%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: -0.4%

Memory: ✅ 52.219MB (SLO: <53.500MB -2.4%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.371ms (SLO: <3.650ms -7.6%) vs baseline: +0.1%

Memory: ✅ 58.010MB (SLO: <60.000MB -3.3%) vs baseline: +4.5%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 45.178ms (SLO: <47.150ms -4.2%) vs baseline: +0.2%

Memory: ✅ 45.289MB (SLO: <47.000MB -3.6%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 321.592ms (SLO: <344.800ms -6.7%) vs baseline: +0.6%

Memory: ✅ 553.284MB (SLO: <562.000MB 🟡 -1.6%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 290.372ms (SLO: <314.000ms -7.5%) vs baseline: ~same

Memory: ✅ 555.360MB (SLO: <563.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ get-context

Time: ✅ 83.183ms (SLO: <92.350ms -9.9%) vs baseline: +0.8%

Memory: ✅ 40.227MB (SLO: <46.500MB 📉 -13.5%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 42.986ms (SLO: <44.500ms -3.4%) vs baseline: +0.6%

Memory: ✅ 44.547MB (SLO: <47.500MB -6.2%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 61.871ms (SLO: <67.650ms -8.5%) vs baseline: +0.1%

Memory: ✅ 40.517MB (SLO: <47.000MB 📉 -13.8%) vs baseline: +4.5%

✅ set-status

Time: ✅ 48.775ms (SLO: <50.400ms -3.2%) vs baseline: +0.3%

Memory: ✅ 44.641MB (SLO: <47.000MB -5.0%) vs baseline: +5.0%

✅ start

Time: ✅ 42.324ms (SLO: <43.450ms -2.6%) vs baseline: +0.1%

Memory: ✅ 44.568MB (SLO: <47.000MB -5.2%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 83.218ms (SLO: <88.000ms -5.4%) vs baseline: +0.2%

Memory: ✅ 34.583MB (SLO: <46.500MB 📉 -25.6%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 84.974ms (SLO: <89.000ms -4.5%) vs baseline: +0.7%

Memory: ✅ 34.564MB (SLO: <46.500MB 📉 -25.7%) vs baseline: +4.9%

✅ update-name

Time: ✅ 44.563ms (SLO: <45.150ms 🟡 -1.3%) vs baseline: +0.5%

Memory: ✅ 44.924MB (SLO: <47.000MB -4.4%) vs baseline: +4.8%

🟡 packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 155.047µs (SLO: <170.000µs -8.8%) vs baseline: +0.1%

Memory: ✅ 37.024MB (SLO: <38.500MB -3.8%) vs baseline: +4.6%

✅ import_many_cached

Time: ✅ 121.690µs (SLO: <130.000µs -6.4%) vs baseline: +0.6%

Memory: ✅ 37.077MB (SLO: <38.500MB -3.7%) vs baseline: +5.3%

✅ import_many_stdlib

Time: ✅ 1.616ms (SLO: <1.750ms -7.6%) vs baseline: ~same

Memory: ✅ 37.360MB (SLO: <38.500MB -3.0%) vs baseline: +5.6%

✅ import_many_stdlib_cached

Time: ✅ 0.968ms (SLO: <1.100ms 📉 -12.0%) vs baseline: ~same

Memory: ✅ 37.127MB (SLO: <38.500MB -3.6%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 830.846µs (SLO: <890.000µs -6.6%) vs baseline: -0.2%

Memory: ✅ 37.455MB (SLO: <38.500MB -2.7%) vs baseline: +5.1%

✅ import_many_unknown_cached

Time: ✅ 787.626µs (SLO: <870.000µs -9.5%) vs baseline: -0.3%

Memory: ✅ 37.348MB (SLO: <38.500MB -3.0%) vs baseline: +4.4%

✅ import_one

Time: ✅ 19.876µs (SLO: <30.000µs 📉 -33.7%) vs baseline: +0.8%

Memory: ✅ 36.946MB (SLO: <39.000MB -5.3%) vs baseline: +3.8%

✅ import_one_cache

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

Memory: ✅ 37.825MB (SLO: <38.500MB 🟡 -1.8%) vs baseline: +6.7%

✅ import_one_stdlib

Time: ✅ 18.878µs (SLO: <20.000µs -5.6%) vs baseline: +0.3%

Memory: ✅ 37.673MB (SLO: <38.500MB -2.1%) vs baseline: +6.7%

✅ import_one_stdlib_cache

Time: ✅ 6.265µs (SLO: <10.000µs 📉 -37.4%) vs baseline: ~same

Memory: ✅ 37.001MB (SLO: <38.500MB -3.9%) vs baseline: +5.2%

✅ import_one_unknown

Time: ✅ 45.387µs (SLO: <50.000µs -9.2%) vs baseline: -0.2%

Memory: ✅ 36.982MB (SLO: <38.500MB -3.9%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.284µs (SLO: <10.000µs 📉 -37.2%) vs baseline: +0.2%

Memory: ✅ 36.957MB (SLO: <38.500MB -4.0%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.276µs (SLO: <20.000µs 📉 -33.6%) vs baseline: +0.5%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.6%

✅ context_with_data_no_listeners

Time: ✅ 3.264µs (SLO: <10.000µs 📉 -67.4%) vs baseline: +0.5%

Memory: ✅ 31.988MB (SLO: <33.500MB -4.5%) vs baseline: +4.5%

✅ get_item_exists

Time: ✅ 0.586µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -0.1%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.5%

✅ get_item_missing

Time: ✅ 0.637µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.6%

Memory: ✅ 32.086MB (SLO: <33.500MB -4.2%) vs baseline: +4.9%

✅ set_item

Time: ✅ 23.931µs (SLO: <30.000µs 📉 -20.2%) vs baseline: -0.9%

Memory: ✅ 31.929MB (SLO: <33.500MB -4.7%) vs baseline: +4.3%

✅ All Tests Passing (17 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.081ms (SLO: <2.300ms -9.5%) vs baseline: -0.3%

Memory: ✅ 52.199MB (SLO: <53.500MB -2.4%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 2.078ms (SLO: <2.250ms -7.6%) vs baseline: ~same

Memory: ✅ 52.042MB (SLO: <53.500MB -2.7%) vs baseline: +4.4%

✅ tracer-enabled

Time: ✅ 2.079ms (SLO: <2.300ms -9.6%) vs baseline: -0.2%

Memory: ✅ 52.101MB (SLO: <53.500MB -2.6%) vs baseline: +4.6%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.924ms (SLO: <4.200ms -6.6%) vs baseline: -0.2%

Memory: ✅ 62.246MB (SLO: <66.000MB -5.7%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.441ms (SLO: <2.800ms 📉 -12.8%) vs baseline: -0.1%

Memory: ✅ 58.687MB (SLO: <60.000MB -2.2%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.250ms -8.1%) vs baseline: -0.3%

Memory: ✅ 52.278MB (SLO: <54.500MB -4.1%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.311µs (SLO: <100.000µs 📉 -18.7%) vs baseline: +0.6%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.154µs (SLO: <20.000µs 📉 -29.2%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ b3_single_headers

Time: ✅ 13.334µs (SLO: <20.000µs 📉 -33.3%) vs baseline: +0.5%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.518µs (SLO: <80.000µs 📉 -20.6%) vs baseline: +0.1%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.354µs (SLO: <80.000µs 📉 -17.1%) vs baseline: +1.0%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ empty_headers

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ full_t_id_datadog_headers

Time: ✅ 22.620µs (SLO: <30.000µs 📉 -24.6%) vs baseline: +0.2%

Memory: ✅ 32.126MB (SLO: <33.500MB -4.1%) vs baseline: +4.7%

✅ invalid_priority_header

Time: ✅ 6.516µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.6%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 6.497µs (SLO: <10.000µs 📉 -35.0%) vs baseline: +0.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ invalid_tags_header

Time: ✅ 6.507µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -0.4%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ invalid_trace_id_header

Time: ✅ 6.494µs (SLO: <10.000µs 📉 -35.1%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ large_header_no_matches

Time: ✅ 27.580µs (SLO: <30.000µs -8.1%) vs baseline: ~same

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.580µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.2%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ medium_header_no_matches

Time: ✅ 9.809µs (SLO: <20.000µs 📉 -51.0%) vs baseline: -0.4%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ medium_valid_headers_all

Time: ✅ 11.193µs (SLO: <20.000µs 📉 -44.0%) vs baseline: -0.3%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ none_propagation_style

Time: ✅ 1.708µs (SLO: <10.000µs 📉 -82.9%) vs baseline: +1.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 34.252µs (SLO: <40.000µs 📉 -14.4%) vs baseline: ~same

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ valid_headers_all

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

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ valid_headers_basic

Time: ✅ 6.053µs (SLO: <10.000µs 📉 -39.5%) vs baseline: -1.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ wsgi_empty_headers

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_invalid_priority_header

Time: ✅ 6.513µs (SLO: <10.000µs 📉 -34.9%) vs baseline: -1.0%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.6%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.8%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ wsgi_invalid_tags_header

Time: ✅ 6.551µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.540µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.3%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.0%

✅ wsgi_large_header_no_matches

Time: ✅ 28.712µs (SLO: <40.000µs 📉 -28.2%) vs baseline: -0.2%

Memory: ✅ 32.145MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.884µs (SLO: <40.000µs 📉 -25.3%) vs baseline: +0.4%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.7%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.157µs (SLO: <20.000µs 📉 -49.2%) vs baseline: +0.8%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.8%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.612µs (SLO: <20.000µs 📉 -41.9%) vs baseline: ~same

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ wsgi_valid_headers_all

Time: ✅ 6.523µs (SLO: <10.000µs 📉 -34.8%) vs baseline: ~same

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ wsgi_valid_headers_basic

Time: ✅ 6.121µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.2%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.701µs (SLO: <30.000µs 📉 -27.7%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.7%

✅ with_all

Time: ✅ 28.752µs (SLO: <40.000µs 📉 -28.1%) vs baseline: -0.1%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ with_dd_origin

Time: ✅ 25.470µs (SLO: <30.000µs 📉 -15.1%) vs baseline: +0.3%

Memory: ✅ 32.165MB (SLO: <33.500MB -4.0%) vs baseline: +4.9%

✅ with_priority_and_origin

Time: ✅ 24.790µs (SLO: <40.000µs 📉 -38.0%) vs baseline: -0.2%

Memory: ✅ 32.204MB (SLO: <33.500MB -3.9%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 22.653µs (SLO: <30.000µs 📉 -24.5%) vs baseline: +4.2%

Memory: ✅ 32.224MB (SLO: <33.500MB -3.8%) vs baseline: +5.1%

✅ with_tags

Time: ✅ 28.468µs (SLO: <40.000µs 📉 -28.8%) vs baseline: +5.4%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +4.8%

✅ with_tags_invalid

Time: ✅ 30.181µs (SLO: <40.000µs 📉 -24.5%) vs baseline: +6.0%

Memory: ✅ 32.244MB (SLO: <33.500MB -3.8%) vs baseline: +4.9%

✅ with_tags_max_size

Time: ✅ 27.393µs (SLO: <40.000µs 📉 -31.5%) vs baseline: -0.4%

Memory: ✅ 32.185MB (SLO: <33.500MB -3.9%) vs baseline: +5.1%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.043µs (SLO: <40.000µs 📉 -19.9%) vs baseline: -0.9%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ re_expand_noaspect

Time: ✅ 28.687µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.3%

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

✅ re_findall_aspect

Time: ✅ 2.903µs (SLO: <10.000µs 📉 -71.0%) vs baseline: ~same

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ re_findall_noaspect

Time: ✅ 1.432µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +1.5%

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

✅ re_finditer_aspect

Time: ✅ 4.432µs (SLO: <10.000µs 📉 -55.7%) vs baseline: -0.4%

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

✅ re_finditer_noaspect

Time: ✅ 1.423µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.6%

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

✅ re_fullmatch_aspect

Time: ✅ 2.704µs (SLO: <10.000µs 📉 -73.0%) vs baseline: +0.6%

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

✅ re_fullmatch_noaspect

Time: ✅ 1.289µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.6%

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

✅ re_group_aspect

Time: ✅ 2.938µs (SLO: <10.000µs 📉 -70.6%) vs baseline: -5.4%

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

✅ re_group_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -1.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.4%

✅ re_groups_aspect

Time: ✅ 3.155µs (SLO: <10.000µs 📉 -68.4%) vs baseline: -4.4%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ re_groups_noaspect

Time: ✅ 1.698µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +1.3%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ re_match_aspect

Time: ✅ 2.735µs (SLO: <10.000µs 📉 -72.6%) vs baseline: -5.8%

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

✅ re_match_noaspect

Time: ✅ 1.310µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.4%

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

✅ re_search_aspect

Time: ✅ 2.607µs (SLO: <10.000µs 📉 -73.9%) vs baseline: +0.2%

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

✅ re_search_noaspect

Time: ✅ 1.201µs (SLO: <10.000µs 📉 -88.0%) vs baseline: -0.3%

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

✅ re_sub_aspect

Time: ✅ 3.470µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +0.4%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

✅ re_sub_noaspect

Time: ✅ 1.535µs (SLO: <10.000µs 📉 -84.7%) vs baseline: ~same

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

✅ re_subn_aspect

Time: ✅ 3.745µs (SLO: <10.000µs 📉 -62.5%) vs baseline: +0.7%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ re_subn_noaspect

Time: ✅ 1.616µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.4%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.5%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.400µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

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

✅ add_inplace_aspect

Time: ✅ 0.413µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.4%

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

✅ add_inplace_noaspect

Time: ✅ 0.314µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -1.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ add_noaspect

Time: ✅ 0.273µs (SLO: <10.000µs 📉 -97.3%) vs baseline: -1.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 1.341µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ bytearray_extend_aspect

Time: ✅ 1.559µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +5.1%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ bytearray_extend_noaspect

Time: ✅ 0.611µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.9%

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

✅ bytearray_noaspect

Time: ✅ 0.479µs (SLO: <10.000µs 📉 -95.2%) vs baseline: ~same

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

✅ bytes_aspect

Time: ✅ 1.319µs (SLO: <10.000µs 📉 -86.8%) vs baseline: ~same

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ bytes_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.4%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.5%

✅ bytesio_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -1.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.7%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ capitalize_aspect

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

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

✅ capitalize_noaspect

Time: ✅ 0.435µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ casefold_aspect

Time: ✅ 0.734µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.9%

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

✅ casefold_noaspect

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

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.3%

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

✅ decode_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: ~same

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

✅ encode_aspect

Time: ✅ 0.706µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.2%

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

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.3%

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

✅ format_aspect

Time: ✅ 3.439µs (SLO: <10.000µs 📉 -65.6%) vs baseline: -0.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ format_map_aspect

Time: ✅ 3.617µs (SLO: <10.000µs 📉 -63.8%) vs baseline: -0.3%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ format_map_noaspect

Time: ✅ 0.771µs (SLO: <10.000µs 📉 -92.3%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +4.6%

✅ format_noaspect

Time: ✅ 0.593µs (SLO: <10.000µs 📉 -94.1%) vs baseline: -1.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ index_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.3%

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

✅ join_aspect

Time: ✅ 1.318µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -1.0%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ join_noaspect

Time: ✅ 0.495µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ ljust_aspect

Time: ✅ 2.600µs (SLO: <20.000µs 📉 -87.0%) vs baseline: -0.5%

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

✅ ljust_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 2.269µs (SLO: <10.000µs 📉 -77.3%) vs baseline: +1.3%

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

✅ lower_noaspect

Time: ✅ 0.367µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

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

✅ lstrip_aspect

Time: ✅ 2.237µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.9%

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

✅ lstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.6%

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

✅ modulo_aspect

Time: ✅ 0.993µs (SLO: <10.000µs 📉 -90.1%) vs baseline: +0.3%

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

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.533µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.9%

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

✅ modulo_aspect_for_bytes

Time: ✅ 0.976µs (SLO: <10.000µs 📉 -90.2%) vs baseline: -0.5%

Memory: ✅ 37.768MB (SLO: <39.000MB -3.2%) vs baseline: +5.2%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.236µs (SLO: <10.000µs 📉 -87.6%) vs baseline: -0.4%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -0.3%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ replace_aspect

Time: ✅ 5.033µs (SLO: <10.000µs 📉 -49.7%) vs baseline: -0.7%

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

✅ replace_noaspect

Time: ✅ 0.465µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ repr_aspect

Time: ✅ 0.905µs (SLO: <10.000µs 📉 -91.0%) vs baseline: -0.6%

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

✅ repr_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.9%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 1.923µs (SLO: <20.000µs 📉 -90.4%) vs baseline: +0.1%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 0.379µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

Memory: ✅ 37.749MB (SLO: <39.000MB -3.2%) vs baseline: +5.0%

✅ slice_aspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.1%

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

✅ slice_noaspect

Time: ✅ 0.450µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +0.5%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ stringio_aspect

Time: ✅ 1.571µs (SLO: <10.000µs 📉 -84.3%) vs baseline: +0.2%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ stringio_noaspect

Time: ✅ 0.716µs (SLO: <10.000µs 📉 -92.8%) vs baseline: -0.1%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ strip_aspect

Time: ✅ 2.210µs (SLO: <20.000µs 📉 -89.0%) vs baseline: +0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ strip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.1%

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

✅ swapcase_aspect

Time: ✅ 2.441µs (SLO: <10.000µs 📉 -75.6%) vs baseline: -0.6%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.9%

✅ swapcase_noaspect

Time: ✅ 0.536µs (SLO: <10.000µs 📉 -94.6%) vs baseline: +0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 2.404µs (SLO: <10.000µs 📉 -76.0%) vs baseline: +0.5%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ title_noaspect

Time: ✅ 0.507µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +0.2%

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

✅ translate_aspect

Time: ✅ 3.307µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +1.2%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.8%

✅ translate_noaspect

Time: ✅ 1.048µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +0.3%

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

✅ upper_aspect

Time: ✅ 2.299µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +1.7%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ upper_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.8%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.5%

✅ iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.172µs (SLO: <10.000µs 📉 -58.3%) vs baseline: -0.1%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 1.075µs (SLO: <10.000µs 📉 -89.3%) vs baseline: -0.4%

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

✅ ospathjoin_aspect

Time: ✅ 6.122µs (SLO: <10.000µs 📉 -38.8%) vs baseline: +0.5%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ ospathjoin_noaspect

Time: ✅ 2.307µs (SLO: <10.000µs 📉 -76.9%) vs baseline: +1.0%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ ospathnormcase_aspect

Time: ✅ 3.452µs (SLO: <10.000µs 📉 -65.5%) vs baseline: +0.7%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ ospathsplit_aspect

Time: ✅ 4.702µs (SLO: <10.000µs 📉 -53.0%) vs baseline: -1.0%

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

✅ ospathsplit_noaspect

Time: ✅ 1.583µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -0.3%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +4.7%

✅ ospathsplitdrive_aspect

Time: ✅ 3.723µs (SLO: <10.000µs 📉 -62.8%) vs baseline: +1.9%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.696µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -0.3%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ ospathsplitext_aspect

Time: ✅ 4.649µs (SLO: <10.000µs 📉 -53.5%) vs baseline: +2.3%

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

✅ ospathsplitext_noaspect

Time: ✅ 1.388µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -0.6%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +0.8%

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

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

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

✅ split_aspect

Time: ✅ 1.415µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +3.2%

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

✅ split_noaspect

Time: ✅ 0.573µs (SLO: <10.000µs 📉 -94.3%) vs baseline: +0.5%

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

✅ splitlines_aspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.8%

Memory: ✅ 37.690MB (SLO: <39.000MB -3.4%) vs baseline: +4.9%

✅ splitlines_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.5%

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

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 49.261µs (SLO: <60.000µs 📉 -17.9%) vs baseline: -0.3%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 171.685µs (SLO: <190.000µs -9.6%) vs baseline: -0.4%

Memory: ✅ 37.709MB (SLO: <39.000MB -3.3%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.902ms (SLO: <2.300ms 📉 -17.3%) vs baseline: +1.2%

Memory: ✅ 37.729MB (SLO: <39.000MB -3.3%) vs baseline: +5.0%

✅ propagation_enabled_1000

Time: ✅ 32.386ms (SLO: <34.550ms -6.3%) vs baseline: -0.2%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +4.7%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.754ms (SLO: <42.000ms -3.0%) vs baseline: +0.1%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ add-link

Time: ✅ 36.578ms (SLO: <38.550ms -5.1%) vs baseline: +0.4%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 219.207ms (SLO: <232.000ms -5.5%) vs baseline: -0.1%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.8%

✅ add-tags

Time: ✅ 210.955ms (SLO: <221.600ms -4.8%) vs baseline: +0.3%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.2%

✅ get-context

Time: ✅ 29.209ms (SLO: <31.300ms -6.7%) vs baseline: +0.2%

Memory: ✅ 34.524MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 29.196ms (SLO: <31.000ms -5.8%) vs baseline: +0.3%

Memory: ✅ 34.583MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.539ms (SLO: <65.850ms -3.5%) vs baseline: +0.1%

Memory: ✅ 34.603MB (SLO: <39.000MB 📉 -11.3%) vs baseline: +5.0%

✅ set-status

Time: ✅ 32.170ms (SLO: <34.150ms -5.8%) vs baseline: +0.8%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.7%

✅ start

Time: ✅ 28.991ms (SLO: <30.150ms -3.8%) vs baseline: -0.2%

Memory: ✅ 34.505MB (SLO: <39.000MB 📉 -11.5%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 34.066ms (SLO: <35.350ms -3.6%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 34.164ms (SLO: <35.450ms -3.6%) vs baseline: -0.1%

Memory: ✅ 34.564MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +4.9%

✅ update-name

Time: ✅ 31.160ms (SLO: <33.400ms -6.7%) vs baseline: +0.3%

Memory: ✅ 34.544MB (SLO: <39.000MB 📉 -11.4%) vs baseline: +5.1%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 339.838ms (SLO: <354.300ms -4.1%) vs baseline: -0.5%

Memory: ✅ 38.066MB (SLO: <40.000MB -4.8%) vs baseline: +5.0%

✅ cache_on

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.5%

Memory: ✅ 36.475MB (SLO: <39.000MB -6.5%) vs baseline: +4.1%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.366µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.9%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.7%

✅ high_rate_limit

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +1.7%

Memory: ✅ 31.772MB (SLO: <34.000MB -6.6%) vs baseline: +4.6%

✅ long_window

Time: ✅ 2.374µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +1.1%

Memory: ✅ 31.713MB (SLO: <34.000MB -6.7%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.363µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +1.1%

Memory: ✅ 31.831MB (SLO: <34.000MB -6.4%) vs baseline: +5.1%

✅ no_rate_limit

Time: ✅ 0.836µs (SLO: <10.000µs 📉 -91.6%) vs baseline: +0.9%

Memory: ✅ 31.792MB (SLO: <34.000MB -6.5%) vs baseline: +4.9%

✅ short_window

Time: ✅ 2.507µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +0.7%

Memory: ✅ 31.733MB (SLO: <34.000MB -6.7%) vs baseline: +4.7%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 308.697ms (SLO: <320.950ms -3.8%) vs baseline: -0.3%

Memory: ✅ 32.834MB (SLO: <34.500MB -4.8%) vs baseline: +4.6%

✅ deep-profiled

Time: ✅ 326.567ms (SLO: <359.150ms -9.1%) vs baseline: ~same

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +5.1%

✅ medium

Time: ✅ 7.039ms (SLO: <7.400ms -4.9%) vs baseline: -0.5%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.7%

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.4%) vs baseline: ~same

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 147.503µs (SLO: <290.000µs 📉 -49.1%) vs baseline: -0.8%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +4.9%

✅ high_match

Time: ✅ 193.060µs (SLO: <480.000µs 📉 -59.8%) vs baseline: -0.7%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.1%

✅ low_match

Time: ✅ 99.684µs (SLO: <120.000µs 📉 -16.9%) vs baseline: ~same

Memory: ✅ 632.628MB (SLO: <700.000MB -9.6%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.885ms (SLO: <8.500ms 📉 -66.1%) vs baseline: -0.5%

Memory: ✅ 70.302MB (SLO: <75.000MB -6.3%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.704µs (SLO: <20.000µs 📉 -46.5%) vs baseline: +2.5%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

✅ all-enabled

Time: ✅ 39.710µs (SLO: <50.000µs 📉 -20.6%) vs baseline: -0.6%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ collectipvariant_exists

Time: ✅ 40.353µs (SLO: <50.000µs 📉 -19.3%) vs baseline: -0.2%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ no-collectipvariant

Time: ✅ 39.734µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.6%

Memory: ✅ 32.598MB (SLO: <34.000MB -4.1%) vs baseline: +4.8%

✅ no-useragentvariant

Time: ✅ 38.549µs (SLO: <50.000µs 📉 -22.9%) vs baseline: -0.5%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.9%

✅ obfuscation-no-query

Time: ✅ 40.081µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.6%

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.042µs (SLO: <90.000µs 📉 -16.6%) vs baseline: -0.5%

Memory: ✅ 32.952MB (SLO: <34.000MB -3.1%) vs baseline: +4.7%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.025µs (SLO: <90.000µs 📉 -15.5%) vs baseline: -0.2%

Memory: ✅ 33.030MB (SLO: <34.000MB -2.9%) vs baseline: +5.0%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.369µs (SLO: <170.000µs -9.8%) vs baseline: -0.1%

Memory: ✅ 33.010MB (SLO: <34.500MB -4.3%) vs baseline: +4.9%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 147.347µs (SLO: <160.000µs -7.9%) vs baseline: -0.3%

Memory: ✅ 32.932MB (SLO: <34.500MB -4.5%) vs baseline: +4.7%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 153.686µs (SLO: <170.000µs -9.6%) vs baseline: -0.2%

Memory: ✅ 32.991MB (SLO: <34.500MB -4.4%) vs baseline: +5.0%

✅ useragentvariant_exists_1

Time: ✅ 39.287µs (SLO: <50.000µs 📉 -21.4%) vs baseline: ~same

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 40.273µs (SLO: <50.000µs 📉 -19.5%) vs baseline: -0.4%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 39.592µs (SLO: <50.000µs 📉 -20.8%) vs baseline: -0.5%

Memory: ✅ 32.539MB (SLO: <34.000MB -4.3%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.064µs (SLO: <50.000µs 📉 -21.9%) vs baseline: -0.8%

Memory: ✅ 32.578MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_2

Time: ✅ 39.223µs (SLO: <50.000µs 📉 -21.6%) vs baseline: ~same

Memory: ✅ 32.558MB (SLO: <34.000MB -4.2%) vs baseline: +4.8%

✅ span - 26/26

✅ add-event

Time: ✅ 24.131ms (SLO: <26.200ms -7.9%) vs baseline: +0.1%

Memory: ✅ 51.523MB (SLO: <53.000MB -2.8%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 93.480ms (SLO: <98.350ms -5.0%) vs baseline: -0.4%

Memory: ✅ 605.774MB (SLO: <961.000MB 📉 -37.0%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 149.758ms (SLO: <168.550ms 📉 -11.1%) vs baseline: -0.4%

Memory: ✅ 606.729MB (SLO: <962.500MB 📉 -37.0%) vs baseline: +4.9%

✅ get-context

Time: ✅ 22.379ms (SLO: <23.700ms -5.6%) vs baseline: -0.4%

Memory: ✅ 50.420MB (SLO: <53.000MB -4.9%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 22.834ms (SLO: <23.900ms -4.5%) vs baseline: +1.0%

Memory: ✅ 50.372MB (SLO: <53.000MB -5.0%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 42.796ms (SLO: <44.500ms -3.8%) vs baseline: +0.7%

Memory: ✅ 43.405MB (SLO: <53.000MB 📉 -18.1%) vs baseline: +4.8%

✅ set-status

Time: ✅ 24.504ms (SLO: <26.000ms -5.8%) vs baseline: +0.2%

Memory: ✅ 50.463MB (SLO: <53.000MB -4.8%) vs baseline: +4.8%

✅ start

Time: ✅ 22.287ms (SLO: <23.500ms -5.2%) vs baseline: +0.6%

Memory: ✅ 50.397MB (SLO: <53.000MB -4.9%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 51.695ms (SLO: <55.500ms -6.9%) vs baseline: -0.3%

Memory: ✅ 32.008MB (SLO: <34.000MB -5.9%) vs baseline: +4.5%

✅ start-finish-telemetry

Time: ✅ 53.357ms (SLO: <58.300ms -8.5%) vs baseline: +0.4%

Memory: ✅ 32.106MB (SLO: <34.000MB -5.6%) vs baseline: +5.0%

✅ start-finish-traceid128

Time: ✅ 55.314ms (SLO: <60.050ms -7.9%) vs baseline: ~same

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%) vs baseline: +4.3%

✅ start-traceid128

Time: ✅ 22.757ms (SLO: <24.600ms -7.5%) vs baseline: +0.6%

Memory: ✅ 50.369MB (SLO: <53.000MB -5.0%) vs baseline: +4.5%

✅ update-name

Time: ✅ 23.247ms (SLO: <24.100ms -3.5%) vs baseline: +0.4%

Memory: ✅ 51.168MB (SLO: <53.000MB -3.5%) vs baseline: +4.9%

✅ tracer - 6/6

✅ large

Time: ✅ 30.174ms (SLO: <32.950ms -8.4%) vs baseline: +0.3%

Memory: ✅ 33.305MB (SLO: <34.500MB -3.5%) vs baseline: +4.8%

✅ medium

Time: ✅ 2.946ms (SLO: <3.200ms -7.9%) vs baseline: -0.8%

Memory: ✅ 31.693MB (SLO: <34.000MB -6.8%) vs baseline: +4.8%

✅ small

Time: ✅ 333.397µs (SLO: <370.000µs -9.9%) vs baseline: -0.3%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +5.5%

ℹ️ Scenarios Missing SLO Configuration (9 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

sabrenner · 2025-09-24T19:10:36Z

looks like the langchain_community tests are being run with the langchain tests as well... i don't know enough about the suitespec/riot stuff to know how to fix that 😅

Yun-Kim

If the test suites are being run duplicate, and considering langchain_community is fairly dependent on langchain_core, should we just combine the two test suites into one langchain test suite?

ddtrace/_monkey.py

sabrenner · 2025-09-24T22:40:55Z

should we just combine the two test suites into one langchain test suite?

i tried this, but one of the ci jobs complained about langchain_community not having its own venv in riotfile.py:

  Please add a Venv definition in riotfile.py with a matching 'name'.
assert not {'langchain_community'}
FAILED tests/contrib/integration_registry/test_riotfile.py::test_integrations_have_riot_envs - AssertionError: 
  The following integration directories in 'ddtrace/contrib/internal' are MISSING a corresponding environment definition in 'riotfile.py':
    - langchain_community

at which point i was like well i guess it maybe makes sense to split them entirely, or do some weird thing where they have two different venvs in the riotfile but use the same test suite? but i wasn't sure if that would be more complicated then just splitting them 😭

…/dd-trace-py into sabrenner/langchain-patching-fix

…langchain-patching-fix

…/dd-trace-py into sabrenner/langchain-patching-fix

sabrenner · 2025-09-26T19:09:41Z

tests/contrib/langchain/test_langchain.py

    llm_with_tools.invoke("What is the sum of 1 and 2?")


-@pytest.mark.snapshot


removed this faiss and pinecone vectorstore tests in favor of an in-memory vectorstore test (so we don't need to make unnecessary cassettes).

Yun-Kim

Couple questions but looks great!

Yun-Kim · 2025-09-26T21:55:08Z

ddtrace/contrib/internal/langchain/patch.py

+def traced_embedding(langchain_core, pin, func, instance, args, kwargs):
+    provider = instance.__class__.__name__.split("Embeddings")[0].lower()
+    if provider == "openai" and func.__name__ == "embed_query":
+        return func(*args, **kwargs)  # we previously did not trace OpenAIEmbeddings.embed_query


I'm fine if we leave this out of this PR, but I'm wondering if we should..?

Yun-Kim · 2025-09-26T21:56:19Z

ddtrace/contrib/internal/langchain/patch.py

-    if langchain_community:
-        _patch_embeddings_and_vectorstores()
+def patched_embeddings_init_subclass(func, instance, args, kwargs):
+    try:


do we need this try-finally? Should we only do a try/catch on patching-specific code after func(...) is called?

Yun-Kim · 2025-09-26T21:58:24Z

tests/contrib/langchain/conftest.py

+# `sys.modules`. Additionally, changing to "session" will fail snapshot tests.
+# Setting this to "module" seems to work the best.
+# Additionally, this likely isn't an indication of a bug in our code, but how patching happens during tests.
+# In userland, patching will really only happen once, and unpatching almost never.


Suggested change

# In userland, patching will really only happen once, and unpatching almost never.

This comment is fine without this!

sabrenner added 2 commits September 23, 2025 15:12

patching fix + test

a8a7536

release note

05e0bb9

sabrenner added 2 commits September 23, 2025 15:37

fix langgraph tests

7af6aa9

changes to registry.yaml

aa9f045

sabrenner commented Sep 23, 2025

View reviewed changes

tests/contrib/langchain/test_langchain_llmobs.py Outdated Show resolved Hide resolved

sabrenner and others added 2 commits September 24, 2025 14:38

try moving langchain_community to its own suite

6400a50

Merge branch 'main' into sabrenner/langchain-patching-fix

fb7fc92

Yun-Kim reviewed Sep 24, 2025

View reviewed changes

ddtrace/_monkey.py Show resolved Hide resolved

sabrenner and others added 17 commits September 25, 2025 17:34

patching __init_subclass__, but something is wrong with tests

eae98f4

Merge branch 'sabrenner/langchain-patching-fix' of github.com:DataDog…

dc187e6

…/dd-trace-py into sabrenner/langchain-patching-fix

remove breakpoint

e073780

undo removal

ad02fce

fmt

03b73b1

something works

cf392fa

Merge branch 'main' of github.com:DataDog/dd-trace-py into sabrenner/…

ac4ecd8

…langchain-patching-fix

uncomment tests

614201d

let's try this instead

65fc3e7

change fixture scope

ec5df60

Merge branch 'main' into sabrenner/langchain-patching-fix

5f0269d

remove langchain_core from config

6624806

oops config change

5067f33

couple misc fixes for span.kind

78cb263

Merge branch 'main' into sabrenner/langchain-patching-fix

eeaf771

add comment for test fixture

54c99cf

Merge branch 'sabrenner/langchain-patching-fix' of github.com:DataDog…

be22506

…/dd-trace-py into sabrenner/langchain-patching-fix

remove breakpoint

1df4866

sabrenner commented Sep 26, 2025

View reviewed changes

sabrenner added 2 commits September 26, 2025 15:11

fix test

1a34b78

fmt

ea05833

sabrenner marked this pull request as ready for review September 26, 2025 20:07

sabrenner requested review from a team as code owners September 26, 2025 20:07

sabrenner requested review from gnufede, ZStriker19, emmettbutler and wconti27 September 26, 2025 20:07

Yun-Kim reviewed Sep 26, 2025

View reviewed changes

		llm_with_tools.invoke("What is the sum of 1 and 2?")


		@pytest.mark.snapshot

fix(langchain): fix patching langchain throws an ImportError #14687

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fix(langchain): fix patching langchain throws an ImportError #14687

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✅ update-name

✅ import_many

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fix(langchain): fix patching langchain throws an `ImportError` #14687

fix(langchain): fix patching langchain throws an `ImportError` #14687

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