feat(tracing): add support for google agentic development kit (adk) #14588

wconti27 · 2025-09-15T20:06:10Z

Adds support for APM tracing and LLM Observability for the google-adk library.

Checklist

PR author has checked that all the criteria below are met
The PR description includes an overview of the change
The PR description articulates the motivation for the change
The change includes tests OR the PR description describes a testing strategy
The PR description notes risks associated with the change, if any
Newly-added code is easy to change
The change follows the library release note guidelines
The change includes or references documentation updates if necessary
Backport labels are set (if applicable)

Reviewer Checklist

Reviewer has checked that all the criteria below are met
Title is accurate
All changes are related to the pull request's stated goal
Avoids breaking API changes
Testing strategy adequately addresses listed risks
Newly-added code is easy to change
Release note makes sense to a user of the library
If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
Backport labels are set in a manner that is consistent with the release branch maintenance policy

github-actions · 2025-09-15T20:06:50Z

CODEOWNERS have been resolved as:

.riot/requirements/1227878.txt                                          @DataDog/apm-python
.riot/requirements/18d669b.txt                                          @DataDog/apm-python
.riot/requirements/1995aee.txt                                          @DataDog/apm-python
.riot/requirements/19d80a8.txt                                          @DataDog/apm-python
.riot/requirements/1cddcb1.txt                                          @DataDog/apm-python
.riot/requirements/1e5039b.txt                                          @DataDog/apm-python
.riot/requirements/3f0f7d8.txt                                          @DataDog/apm-python
.riot/requirements/c2ff780.txt                                          @DataDog/apm-python
.riot/requirements/dc2fb54.txt                                          @DataDog/apm-python
.riot/requirements/e0744c3.txt                                          @DataDog/apm-python
ddtrace/contrib/internal/google_adk/__init__.py                         @DataDog/ml-observability
ddtrace/contrib/internal/google_adk/patch.py                            @DataDog/ml-observability
ddtrace/llmobs/_integrations/google_adk.py                              @DataDog/ml-observability
releasenotes/notes/add-apm-and-llmobs-support-for-google-adk-8a6bb3842b464da4.yaml  @DataDog/apm-python
tests/contrib/google_adk/__init__.py                                    @DataDog/ml-observability
tests/contrib/google_adk/app.py                                         @DataDog/ml-observability
tests/contrib/google_adk/cassettes/agent_error_handling.yaml            @DataDog/ml-observability
tests/contrib/google_adk/cassettes/agent_math_and_code.yaml             @DataDog/ml-observability
tests/contrib/google_adk/cassettes/agent_run_async.yaml                 @DataDog/ml-observability
tests/contrib/google_adk/cassettes/agent_tool_usage.yaml                @DataDog/ml-observability
tests/contrib/google_adk/conftest.py                                    @DataDog/ml-observability
tests/contrib/google_adk/test_google_adk.py                             @DataDog/ml-observability
tests/contrib/google_adk/test_google_adk_llmobs.py                      @DataDog/ml-observability
tests/contrib/google_adk/test_google_adk_patch.py                       @DataDog/ml-observability
tests/contrib/google_adk/utils.py                                       @DataDog/ml-observability
.github/CODEOWNERS                                                      @DataDog/python-guild @DataDog/apm-core-python
ddtrace/_monkey.py                                                      @DataDog/apm-core-python
ddtrace/contrib/integration_registry/registry.yaml                      @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/contrib/internal/trace_utils.py                                 @DataDog/apm-core-python @DataDog/apm-idm-python
ddtrace/llmobs/_integrations/__init__.py                                @DataDog/ml-observability
ddtrace/llmobs/_integrations/google_utils.py                            @DataDog/ml-observability
ddtrace/settings/_config.py                                             @DataDog/apm-core-python
docs/index.rst                                                          @DataDog/python-guild
docs/integrations.rst                                                   @DataDog/python-guild
riotfile.py                                                             @DataDog/apm-python
supported_versions_output.json                                          @DataDog/apm-core-python
supported_versions_table.csv                                            @DataDog/apm-core-python
tests/llmobs/suitespec.yml                                              @DataDog/ml-observability

github-actions · 2025-09-15T20:33:02Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 268 ± 3 ms.

The average import time from base is: 269 ± 3 ms.

The import time difference between this PR and base is: -1.3 ± 0.1 ms.

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.110 ms (0.04%)

ddtrace 0.110 ms (0.04%)

ddtrace.trace 0.110 ms (0.04%)

ddtrace._trace.filters 0.110 ms (0.04%)

The following import paths have shrunk:

ddtrace.auto 2.093 ms (0.78%)

ddtrace.bootstrap.sitecustomize 1.304 ms (0.49%)

ddtrace.bootstrap.preload 1.304 ms (0.49%)

ddtrace.internal.remoteconfig.client 0.635 ms (0.24%)

ddtrace 0.789 ms (0.29%)

ddtrace.trace 0.119 ms (0.04%)

ddtrace._trace.filters 0.119 ms (0.04%)

ddtrace._trace.processor 0.119 ms (0.04%)

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 · 2025-09-15T21:19:49Z

Performance SLOs

Comparing candidate conti/google-adk-integration (58e1609) with baseline main (b57f153)

❌ Test Failures (1 suite)

❌ iastpropagation - 7/8

✅ no-propagation

Time: ✅ 48.984µs (SLO: <60.000µs 📉 -18.4%) vs baseline: -0.3%

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%) vs baseline: +5.1%

✅ propagation_enabled

Time: ✅ 173.702µs (SLO: <190.000µs -8.6%) vs baseline: +4.2%

Memory: ✅ 37.100MB (SLO: <39.000MB -4.9%) vs baseline: +5.5%

❌ propagation_enabled_100

Time: ❌ 1.927ms (SLO: <1.900ms +1.4%) vs baseline: +4.9%

Memory: ✅ 37.061MB (SLO: <39.000MB -5.0%) vs baseline: +5.4%

✅ propagation_enabled_1000

Time: ✅ 32.881ms (SLO: <35.550ms -7.5%) vs baseline: +3.3%

Memory: ✅ 37.041MB (SLO: <39.000MB -5.0%) vs baseline: +5.2%

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.6%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ add_inplace_aspect

Time: ✅ 0.423µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +4.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ add_inplace_noaspect

Time: ✅ 0.315µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -0.1%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ add_noaspect

Time: ✅ 0.277µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.0%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.7%

✅ bytearray_aspect

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

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ bytearray_extend_aspect

Time: ✅ 1.597µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +8.9%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ bytearray_extend_noaspect

Time: ✅ 0.609µs (SLO: <10.000µs 📉 -93.9%) vs baseline: -0.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ bytearray_noaspect

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

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ bytes_aspect

Time: ✅ 1.429µs (SLO: <10.000µs 📉 -85.7%) vs baseline: 📈 +11.0%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ bytes_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ bytesio_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%) vs baseline: -1.1%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ bytesio_noaspect

Time: ✅ 0.499µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ capitalize_aspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.6%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ capitalize_noaspect

Time: ✅ 0.429µs (SLO: <10.000µs 📉 -95.7%) vs baseline: -0.8%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ casefold_aspect

Time: ✅ 0.731µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.6%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.4%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.9%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ decode_aspect

Time: ✅ 0.726µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.8%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.5%

✅ encode_aspect

Time: ✅ 0.708µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.7%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.6%

✅ encode_noaspect

Time: ✅ 0.401µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.5%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.4%

✅ format_aspect

Time: ✅ 3.388µs (SLO: <10.000µs 📉 -66.1%) vs baseline: +0.4%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ format_map_aspect

Time: ✅ 3.710µs (SLO: <10.000µs 📉 -62.9%) vs baseline: +5.8%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ format_map_noaspect

Time: ✅ 0.779µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.7%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ format_noaspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +0.4%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.4%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.6%

✅ join_aspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: +5.0%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ ljust_aspect

Time: ✅ 2.675µs (SLO: <20.000µs 📉 -86.6%) vs baseline: +4.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.5%

✅ ljust_noaspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +1.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ lower_aspect

Time: ✅ 2.336µs (SLO: <10.000µs 📉 -76.6%) vs baseline: +2.2%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ lower_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.6%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ lstrip_aspect

Time: ✅ 2.226µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +0.3%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ lstrip_noaspect

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ modulo_aspect

Time: ✅ 0.997µs (SLO: <10.000µs 📉 -90.0%) vs baseline: -0.6%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +6.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ modulo_aspect_for_bytes

Time: ✅ 0.970µs (SLO: <10.000µs 📉 -90.3%) vs baseline: ~same

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.217µs (SLO: <10.000µs 📉 -87.8%) vs baseline: +2.4%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ modulo_noaspect

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +1.5%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.3%

✅ replace_aspect

Time: ✅ 4.912µs (SLO: <10.000µs 📉 -50.9%) vs baseline: +0.5%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.5%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.6%

✅ repr_aspect

Time: ✅ 0.908µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.2%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ repr_noaspect

Time: ✅ 0.415µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.8%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ rstrip_aspect

Time: ✅ 1.976µs (SLO: <20.000µs 📉 -90.1%) vs baseline: +2.5%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.3%

✅ rstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -1.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ slice_aspect

Time: ✅ 0.491µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ slice_noaspect

Time: ✅ 0.448µs (SLO: <10.000µs 📉 -95.5%) vs baseline: +1.3%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.3%

✅ stringio_aspect

Time: ✅ 1.640µs (SLO: <10.000µs 📉 -83.6%) vs baseline: +6.6%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.3%

✅ stringio_noaspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.8%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ strip_aspect

Time: ✅ 2.258µs (SLO: <20.000µs 📉 -88.7%) vs baseline: ~same

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.6%

✅ strip_noaspect

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ swapcase_aspect

Time: ✅ 2.560µs (SLO: <10.000µs 📉 -74.4%) vs baseline: +2.0%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ swapcase_noaspect

Time: ✅ 0.537µs (SLO: <10.000µs 📉 -94.6%) vs baseline: ~same

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +5.0%

✅ title_aspect

Time: ✅ 2.347µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -2.7%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -1.0%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ translate_aspect

Time: ✅ 3.253µs (SLO: <10.000µs 📉 -67.5%) vs baseline: -3.1%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.4%

✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.3%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.7%

✅ upper_aspect

Time: ✅ 2.219µs (SLO: <10.000µs 📉 -77.8%) vs baseline: -2.5%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ upper_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.151µs (SLO: <10.000µs 📉 -58.5%) vs baseline: -4.3%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ ospathbasename_noaspect

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

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.3%

✅ ospathjoin_aspect

Time: ✅ 6.957µs (SLO: <10.000µs 📉 -30.4%) vs baseline: +8.9%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.6%

✅ ospathjoin_noaspect

Time: ✅ 2.281µs (SLO: <10.000µs 📉 -77.2%) vs baseline: -0.3%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.7%

✅ ospathnormcase_aspect

Time: ✅ 4.062µs (SLO: <10.000µs 📉 -59.4%) vs baseline: 📈 +10.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -1.0%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.3%

✅ ospathsplit_aspect

Time: ✅ 5.691µs (SLO: <10.000µs 📉 -43.1%) vs baseline: 📈 +14.6%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.3%

✅ ospathsplit_noaspect

Time: ✅ 1.582µs (SLO: <10.000µs 📉 -84.2%) vs baseline: -1.0%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.6%

✅ ospathsplitdrive_aspect

Time: ✅ 4.241µs (SLO: <10.000µs 📉 -57.6%) vs baseline: +9.8%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.694µs (SLO: <10.000µs 📉 -93.1%) vs baseline: ~same

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ ospathsplitext_aspect

Time: ✅ 5.073µs (SLO: <10.000µs 📉 -49.3%) vs baseline: +8.8%

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ ospathsplitext_noaspect

Time: ✅ 1.378µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.9%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.3%

🟡 Near SLO Breach (5 suites)

🟡 djangosimple - 26/26

✅ appsec

Time: ✅ 20.562ms (SLO: <22.300ms -7.8%) vs baseline: +0.1%

Memory: ✅ 64.448MB (SLO: <66.000MB -2.4%) vs baseline: +4.9%

✅ exception-replay-enabled

Time: ✅ 1.344ms (SLO: <1.450ms -7.3%) vs baseline: -0.6%

Memory: ✅ 63.570MB (SLO: <66.000MB -3.7%) vs baseline: +4.9%

✅ iast

Time: ✅ 20.577ms (SLO: <22.250ms -7.5%) vs baseline: +0.4%

Memory: ✅ 64.487MB (SLO: <66.000MB -2.3%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.260ms (SLO: <16.550ms -7.8%) vs baseline: -0.2%

Memory: ✅ 52.986MB (SLO: <53.500MB 🟡 -1.0%) vs baseline: +4.9%

✅ span-code-origin

Time: ✅ 26.142ms (SLO: <28.200ms -7.3%) vs baseline: ~same

Memory: ✅ 66.662MB (SLO: <68.500MB -2.7%) vs baseline: +4.9%

✅ tracer

Time: ✅ 20.576ms (SLO: <21.750ms -5.4%) vs baseline: ~same

Memory: ✅ 64.507MB (SLO: <66.000MB -2.3%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 22.072ms (SLO: <23.500ms -6.1%) vs baseline: -0.4%

Memory: ✅ 65.846MB (SLO: <67.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ tracer-dont-create-db-spans

Time: ✅ 19.375ms (SLO: <21.500ms -9.9%) vs baseline: ~same

Memory: ✅ 64.527MB (SLO: <66.000MB -2.2%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 20.537ms (SLO: <21.750ms -5.6%) vs baseline: +0.3%

Memory: ✅ 65.838MB (SLO: <66.000MB 🟡 -0.2%) vs baseline: +5.2%

✅ tracer-no-caches

Time: ✅ 18.426ms (SLO: <19.650ms -6.2%) vs baseline: -0.3%

Memory: ✅ 64.484MB (SLO: <66.000MB -2.3%) vs baseline: +5.0%

✅ tracer-no-databases

Time: ✅ 18.704ms (SLO: <20.100ms -6.9%) vs baseline: -0.6%

Memory: ✅ 64.487MB (SLO: <66.000MB -2.3%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 20.223ms (SLO: <21.500ms -5.9%) vs baseline: +0.2%

Memory: ✅ 64.448MB (SLO: <66.000MB -2.4%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 20.297ms (SLO: <22.000ms -7.7%) vs baseline: -0.2%

Memory: ✅ 64.527MB (SLO: <66.000MB -2.2%) vs baseline: +5.1%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.075ms (SLO: <19.850ms -8.9%) vs baseline: ~same

Memory: ✅ 64.487MB (SLO: <65.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 18.066ms (SLO: <19.400ms -6.9%) vs baseline: +0.3%

Memory: ✅ 64.507MB (SLO: <65.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 18.199ms (SLO: <19.450ms -6.4%) vs baseline: +0.7%

Memory: ✅ 64.462MB (SLO: <65.500MB 🟡 -1.6%) vs baseline: +4.9%

🟡 flasksimple - 17/17

✅ appsec-get

Time: ✅ 4.589ms (SLO: <4.750ms -3.4%) vs baseline: -0.2%

Memory: ✅ 62.403MB (SLO: <64.500MB -3.3%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 6.599ms (SLO: <6.750ms -2.2%) vs baseline: +0.4%

Memory: ✅ 62.403MB (SLO: <64.500MB -3.3%) vs baseline: +5.2%

✅ appsec-telemetry

Time: ✅ 4.582ms (SLO: <4.750ms -3.5%) vs baseline: +0.3%

Memory: ✅ 62.344MB (SLO: <64.500MB -3.3%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.857ms (SLO: <2.000ms -7.1%) vs baseline: +0.2%

Memory: ✅ 44.768MB (SLO: <45.000MB 🟡 -0.5%) vs baseline: +5.2%

✅ iast-get

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

Memory: ✅ 41.760MB (SLO: <49.000MB 📉 -14.8%) vs baseline: +5.2%

✅ profiler

Time: ✅ 1.912ms (SLO: <2.100ms -8.9%) vs baseline: ~same

Memory: ✅ 44.551MB (SLO: <46.500MB -4.2%) vs baseline: +5.2%

✅ tracer

Time: ✅ 3.379ms (SLO: <3.650ms -7.4%) vs baseline: ~same

Memory: ✅ 51.393MB (SLO: <53.500MB -3.9%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: -0.4%

Memory: ✅ 52.632MB (SLO: <53.500MB 🟡 -1.6%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.942ms (SLO: <4.200ms -6.1%) vs baseline: -0.4%

Memory: ✅ 62.494MB (SLO: <66.000MB -5.3%) vs baseline: +4.5%

✅ iast-enabled

Time: ✅ 2.462ms (SLO: <2.800ms 📉 -12.1%) vs baseline: +0.7%

Memory: ✅ 58.031MB (SLO: <59.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 2.073ms (SLO: <2.250ms -7.9%) vs baseline: ~same

Memory: ✅ 51.230MB (SLO: <53.500MB -4.2%) vs baseline: +5.0%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 45.832ms (SLO: <47.150ms -2.8%) vs baseline: +1.5%

Memory: ✅ 44.618MB (SLO: <46.500MB -4.0%) vs baseline: +5.3%

✅ add-metrics

Time: ✅ 321.893ms (SLO: <344.800ms -6.6%) vs baseline: +0.3%

Memory: ✅ 553.771MB (SLO: <562.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 292.869ms (SLO: <314.000ms -6.7%) vs baseline: +0.5%

Memory: ✅ 555.303MB (SLO: <563.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ get-context

Time: ✅ 82.460ms (SLO: <92.350ms 📉 -10.7%) vs baseline: -0.3%

Memory: ✅ 39.775MB (SLO: <46.500MB 📉 -14.5%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 43.010ms (SLO: <44.500ms -3.3%) vs baseline: +0.4%

Memory: ✅ 44.001MB (SLO: <46.500MB -5.4%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.054ms (SLO: <67.650ms -6.8%) vs baseline: +2.2%

Memory: ✅ 40.105MB (SLO: <46.500MB 📉 -13.8%) vs baseline: +5.3%

✅ set-status

Time: ✅ 49.007ms (SLO: <50.400ms -2.8%) vs baseline: +0.8%

Memory: ✅ 44.212MB (SLO: <46.500MB -4.9%) vs baseline: +5.6%

✅ start

Time: ✅ 42.267ms (SLO: <43.450ms -2.7%) vs baseline: +0.2%

Memory: ✅ 44.085MB (SLO: <46.500MB -5.2%) vs baseline: +5.3%

✅ start-finish

Time: ✅ 83.286ms (SLO: <88.000ms -5.4%) vs baseline: +0.3%

Memory: ✅ 33.994MB (SLO: <46.500MB 📉 -26.9%) vs baseline: +5.5%

✅ start-finish-telemetry

Time: ✅ 84.930ms (SLO: <89.000ms -4.6%) vs baseline: +0.4%

Memory: ✅ 33.994MB (SLO: <46.500MB 📉 -26.9%) vs baseline: +5.5%

✅ update-name

Time: ✅ 44.348ms (SLO: <45.150ms 🟡 -1.8%) vs baseline: +0.6%

Memory: ✅ 44.371MB (SLO: <46.500MB -4.6%) vs baseline: +5.3%

⚠️ Unstable Tests (1 suite)

⚠️

coreapiscenario - 12/12 (2 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.413µs (SLO: <20.000µs 📉 -32.9%) vs baseline: +0.2%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +5.2%

✅ context_with_data_no_listeners

Time: ✅ 3.428µs (SLO: <10.000µs 📉 -65.7%) vs baseline: +0.8%

Memory: ✅ 31.418MB (SLO: <33.500MB -6.2%) vs baseline: +5.1%

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.345µs (SLO: <20.000µs 📉 -33.3%) vs baseline: -0.6%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +5.6%

✅ get_item_exists

Time: ✅ 0.598µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +2.3%

Memory: ✅ 31.418MB (SLO: <33.500MB -6.2%) vs baseline: +5.2%

✅ get_item_missing

Time: ✅ 0.641µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.2%

Memory: ✅ 31.457MB (SLO: <33.500MB -6.1%) vs baseline: +5.3%

✅ set_item

Time: ✅ 24.401µs (SLO: <30.000µs 📉 -18.7%) vs baseline: -0.5%

Memory: ✅ 31.438MB (SLO: <33.500MB -6.2%) vs baseline: +5.5%

✅ All Tests Passing (15 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.097ms (SLO: <2.300ms -8.8%) vs baseline: +0.4%

Memory: ✅ 51.306MB (SLO: <53.500MB -4.1%) vs baseline: +5.1%

✅ errortracking-enabled-user

Time: ✅ 2.089ms (SLO: <2.250ms -7.2%) vs baseline: -0.4%

Memory: ✅ 51.243MB (SLO: <53.500MB -4.2%) vs baseline: +5.1%

✅ tracer-enabled

Time: ✅ 2.103ms (SLO: <2.300ms -8.6%) vs baseline: +0.5%

Memory: ✅ 51.213MB (SLO: <53.500MB -4.3%) vs baseline: +5.0%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 82.598µs (SLO: <100.000µs 📉 -17.4%) vs baseline: +1.9%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.3%

✅ b3_headers

Time: ✅ 14.278µs (SLO: <20.000µs 📉 -28.6%) vs baseline: ~same

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +4.9%

✅ b3_single_headers

Time: ✅ 13.490µs (SLO: <20.000µs 📉 -32.5%) vs baseline: +1.6%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.3%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.382µs (SLO: <80.000µs 📉 -19.5%) vs baseline: +1.7%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.5%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.839µs (SLO: <80.000µs 📉 -16.5%) vs baseline: +2.0%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.3%

✅ empty_headers

Time: ✅ 1.595µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.6%

Memory: ✅ 31.654MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ full_t_id_datadog_headers

Time: ✅ 22.957µs (SLO: <30.000µs 📉 -23.5%) vs baseline: +0.5%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.3%

✅ invalid_priority_header

Time: ✅ 6.609µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +1.3%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.1%

✅ invalid_span_id_header

Time: ✅ 6.546µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.5%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.2%

✅ invalid_tags_header

Time: ✅ 6.535µs (SLO: <10.000µs 📉 -34.7%) vs baseline: +0.6%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.4%

✅ invalid_trace_id_header

Time: ✅ 6.490µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -1.0%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.2%

✅ large_header_no_matches

Time: ✅ 27.633µs (SLO: <30.000µs -7.9%) vs baseline: -0.4%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.3%

✅ large_valid_headers_all

Time: ✅ 28.687µs (SLO: <40.000µs 📉 -28.3%) vs baseline: +0.1%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.2%

✅ medium_header_no_matches

Time: ✅ 9.884µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.3%

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +5.4%

✅ medium_valid_headers_all

Time: ✅ 11.364µs (SLO: <20.000µs 📉 -43.2%) vs baseline: +0.3%

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%) vs baseline: +5.2%

✅ none_propagation_style

Time: ✅ 1.704µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.8%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.3%

✅ tracecontext_headers

Time: ✅ 35.292µs (SLO: <40.000µs 📉 -11.8%) vs baseline: +2.8%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.4%

✅ valid_headers_all

Time: ✅ 6.550µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +5.1%

✅ valid_headers_basic

Time: ✅ 6.088µs (SLO: <10.000µs 📉 -39.1%) vs baseline: -1.5%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +5.0%

✅ wsgi_empty_headers

Time: ✅ 1.600µs (SLO: <10.000µs 📉 -84.0%) vs baseline: ~same

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ wsgi_invalid_priority_header

Time: ✅ 6.573µs (SLO: <10.000µs 📉 -34.3%) vs baseline: +0.2%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.3%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.599µs (SLO: <10.000µs 📉 -84.0%) vs baseline: +0.6%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.2%

✅ wsgi_invalid_tags_header

Time: ✅ 6.540µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.6%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.6%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.9%

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%) vs baseline: +5.3%

✅ wsgi_large_header_no_matches

Time: ✅ 28.903µs (SLO: <40.000µs 📉 -27.7%) vs baseline: +0.2%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.2%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.944µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.6%

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%) vs baseline: +5.4%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.192µs (SLO: <20.000µs 📉 -49.0%) vs baseline: +1.3%

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%) vs baseline: +4.9%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.665µs (SLO: <20.000µs 📉 -41.7%) vs baseline: +1.2%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.4%

✅ wsgi_valid_headers_all

Time: ✅ 6.574µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 31.674MB (SLO: <33.500MB -5.5%) vs baseline: +5.6%

✅ wsgi_valid_headers_basic

Time: ✅ 6.117µs (SLO: <10.000µs 📉 -38.8%) vs baseline: -0.4%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.030µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +1.1%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.4%

✅ with_all

Time: ✅ 29.415µs (SLO: <40.000µs 📉 -26.5%) vs baseline: +1.0%

Memory: ✅ 31.615MB (SLO: <33.500MB -5.6%) vs baseline: +5.2%

✅ with_dd_origin

Time: ✅ 25.729µs (SLO: <30.000µs 📉 -14.2%) vs baseline: +0.4%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.4%

✅ with_priority_and_origin

Time: ✅ 25.455µs (SLO: <40.000µs 📉 -36.4%) vs baseline: +1.5%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.3%

✅ with_sampling_priority

Time: ✅ 21.962µs (SLO: <30.000µs 📉 -26.8%) vs baseline: +0.5%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.6%

✅ with_tags

Time: ✅ 27.382µs (SLO: <40.000µs 📉 -31.5%) vs baseline: +0.3%

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%) vs baseline: +5.3%

✅ with_tags_invalid

Time: ✅ 28.968µs (SLO: <40.000µs 📉 -27.6%) vs baseline: +0.5%

Memory: ✅ 31.575MB (SLO: <33.500MB -5.7%) vs baseline: +5.4%

✅ with_tags_max_size

Time: ✅ 27.869µs (SLO: <40.000µs 📉 -30.3%) vs baseline: -0.1%

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%) vs baseline: +5.3%

✅ iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 31.933µs (SLO: <40.000µs 📉 -20.2%) vs baseline: -0.1%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ re_expand_noaspect

Time: ✅ 28.347µs (SLO: <40.000µs 📉 -29.1%) vs baseline: -0.5%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ re_findall_aspect

Time: ✅ 2.918µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.7%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ re_findall_noaspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: ~same

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ re_finditer_aspect

Time: ✅ 4.395µs (SLO: <10.000µs 📉 -56.0%) vs baseline: -2.1%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.6%

✅ re_finditer_noaspect

Time: ✅ 1.416µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +1.2%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ re_fullmatch_aspect

Time: ✅ 2.729µs (SLO: <10.000µs 📉 -72.7%) vs baseline: +1.5%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ re_fullmatch_noaspect

Time: ✅ 1.290µs (SLO: <10.000µs 📉 -87.1%) vs baseline: -0.1%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.5%

✅ re_group_aspect

Time: ✅ 2.911µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.9%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.2%

✅ re_group_noaspect

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.8%) vs baseline: -0.2%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.7%

✅ re_groups_aspect

Time: ✅ 3.032µs (SLO: <10.000µs 📉 -69.7%) vs baseline: -1.1%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.5%

✅ re_groups_noaspect

Time: ✅ 1.700µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.2%

✅ re_match_aspect

Time: ✅ 2.689µs (SLO: <10.000µs 📉 -73.1%) vs baseline: -0.2%

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%) vs baseline: +5.7%

✅ re_match_noaspect

Time: ✅ 1.298µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.4%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ re_search_aspect

Time: ✅ 2.535µs (SLO: <10.000µs 📉 -74.6%) vs baseline: -0.9%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +5.6%

✅ re_search_noaspect

Time: ✅ 1.200µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.3%

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%) vs baseline: +5.6%

✅ re_sub_aspect

Time: ✅ 3.379µs (SLO: <10.000µs 📉 -66.2%) vs baseline: -2.1%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.5%

✅ re_sub_noaspect

Time: ✅ 1.537µs (SLO: <10.000µs 📉 -84.6%) vs baseline: ~same

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ re_subn_aspect

Time: ✅ 3.659µs (SLO: <10.000µs 📉 -63.4%) vs baseline: -0.5%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +5.7%

✅ re_subn_noaspect

Time: ✅ 1.607µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.9%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.2%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.494µs (SLO: <10.000µs 📉 -85.1%) vs baseline: +5.2%

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%) vs baseline: +5.5%

✅ rsplit_noaspect

Time: ✅ 0.577µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%) vs baseline: +5.2%

✅ split_aspect

Time: ✅ 1.448µs (SLO: <10.000µs 📉 -85.5%) vs baseline: +3.6%

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%) vs baseline: +5.6%

✅ split_noaspect

Time: ✅ 0.568µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.6%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.4%

✅ splitlines_aspect

Time: ✅ 1.398µs (SLO: <10.000µs 📉 -86.0%) vs baseline: +1.3%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.4%

✅ splitlines_noaspect

Time: ✅ 0.584µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.7%

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%) vs baseline: +5.3%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.683ms (SLO: <42.000ms -3.1%) vs baseline: ~same

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.3%

✅ add-link

Time: ✅ 37.072ms (SLO: <38.550ms -3.8%) vs baseline: +1.6%

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 218.951ms (SLO: <232.000ms -5.6%) vs baseline: ~same

Memory: ✅ 34.229MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 213.212ms (SLO: <221.600ms -3.8%) vs baseline: -0.2%

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.2%

✅ get-context

Time: ✅ 29.682ms (SLO: <31.300ms -5.2%) vs baseline: +0.9%

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.3%

✅ is-recording

Time: ✅ 29.175ms (SLO: <31.000ms -5.9%) vs baseline: -0.3%

Memory: ✅ 34.229MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 63.185ms (SLO: <65.850ms -4.0%) vs baseline: -0.4%

Memory: ✅ 34.308MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +5.2%

✅ set-status

Time: ✅ 32.429ms (SLO: <34.150ms -5.0%) vs baseline: +1.8%

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +5.0%

✅ start

Time: ✅ 28.682ms (SLO: <30.150ms -4.9%) vs baseline: -0.9%

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.2%

✅ start-finish

Time: ✅ 33.848ms (SLO: <35.350ms -4.3%) vs baseline: -0.7%

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 34.054ms (SLO: <35.450ms -3.9%) vs baseline: -0.4%

Memory: ✅ 34.308MB (SLO: <39.000MB 📉 -12.0%) vs baseline: +5.3%

✅ update-name

Time: ✅ 31.800ms (SLO: <33.400ms -4.8%) vs baseline: +1.6%

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%) vs baseline: +5.2%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.703ms (SLO: <354.300ms -3.6%) vs baseline: +0.1%

Memory: ✅ 37.263MB (SLO: <40.000MB -6.8%) vs baseline: +5.2%

✅ cache_on

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

Memory: ✅ 36.457MB (SLO: <39.000MB -6.5%) vs baseline: +6.5%

✅ packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 156.244µs (SLO: <170.000µs -8.1%) vs baseline: +1.2%

Memory: ✅ 36.165MB (SLO: <38.500MB -6.1%) vs baseline: +4.3%

✅ import_many_cached

Time: ✅ 121.509µs (SLO: <130.000µs -6.5%) vs baseline: +0.6%

Memory: ✅ 36.225MB (SLO: <38.500MB -5.9%) vs baseline: +5.3%

✅ import_many_stdlib

Time: ✅ 1.603ms (SLO: <1.750ms -8.4%) vs baseline: -0.5%

Memory: ✅ 36.567MB (SLO: <38.500MB -5.0%) vs baseline: +6.1%

✅ import_many_stdlib_cached

Time: ✅ 0.965ms (SLO: <1.100ms 📉 -12.2%) vs baseline: ~same

Memory: ✅ 36.597MB (SLO: <38.500MB -4.9%) vs baseline: +6.0%

✅ import_many_unknown

Time: ✅ 843.485µs (SLO: <890.000µs -5.2%) vs baseline: +1.7%

Memory: ✅ 36.621MB (SLO: <38.500MB -4.9%) vs baseline: +6.1%

✅ import_many_unknown_cached

Time: ✅ 790.607µs (SLO: <870.000µs -9.1%) vs baseline: -0.6%

Memory: ✅ 36.607MB (SLO: <38.500MB -4.9%) vs baseline: +6.1%

✅ import_one

Time: ✅ 19.736µs (SLO: <30.000µs 📉 -34.2%) vs baseline: -0.8%

Memory: ✅ 36.408MB (SLO: <39.000MB -6.6%) vs baseline: +5.9%

✅ import_one_cache

Time: ✅ 6.277µs (SLO: <10.000µs 📉 -37.2%) vs baseline: -0.3%

Memory: ✅ 36.397MB (SLO: <38.500MB -5.5%) vs baseline: +6.0%

✅ import_one_stdlib

Time: ✅ 18.845µs (SLO: <20.000µs -5.8%) vs baseline: +1.0%

Memory: ✅ 36.518MB (SLO: <38.500MB -5.1%) vs baseline: +6.4%

✅ import_one_stdlib_cache

Time: ✅ 6.244µs (SLO: <10.000µs 📉 -37.6%) vs baseline: -1.9%

Memory: ✅ 36.447MB (SLO: <38.500MB -5.3%) vs baseline: +5.9%

✅ import_one_unknown

Time: ✅ 45.206µs (SLO: <50.000µs -9.6%) vs baseline: -0.7%

Memory: ✅ 36.422MB (SLO: <38.500MB -5.4%) vs baseline: +6.0%

✅ import_one_unknown_cache

Time: ✅ 6.293µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.1%

Memory: ✅ 36.454MB (SLO: <38.500MB -5.3%) vs baseline: +5.8%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.347µs (SLO: <10.000µs 📉 -76.5%) vs baseline: ~same

Memory: ✅ 31.143MB (SLO: <34.000MB -8.4%) vs baseline: +5.5%

✅ high_rate_limit

Time: ✅ 2.402µs (SLO: <10.000µs 📉 -76.0%) vs baseline: -0.8%

Memory: ✅ 31.103MB (SLO: <34.000MB -8.5%) vs baseline: +5.5%

✅ long_window

Time: ✅ 2.344µs (SLO: <10.000µs 📉 -76.6%) vs baseline: -0.6%

Memory: ✅ 31.084MB (SLO: <34.000MB -8.6%) vs baseline: +5.3%

✅ low_rate_limit

Time: ✅ 2.349µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -1.2%

Memory: ✅ 31.103MB (SLO: <34.000MB -8.5%) vs baseline: +5.3%

✅ no_rate_limit

Time: ✅ 0.834µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.4%

Memory: ✅ 31.064MB (SLO: <34.000MB -8.6%) vs baseline: +5.1%

✅ short_window

Time: ✅ 2.478µs (SLO: <10.000µs 📉 -75.2%) vs baseline: +0.5%

Memory: ✅ 31.123MB (SLO: <34.000MB -8.5%) vs baseline: +5.5%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.298ms (SLO: <320.950ms -3.6%) vs baseline: ~same

Memory: ✅ 32.657MB (SLO: <34.500MB -5.3%) vs baseline: +5.3%

✅ deep-profiled

Time: ✅ 326.992ms (SLO: <359.150ms -9.0%) vs baseline: -0.1%

Memory: ✅ 35.311MB (SLO: <39.000MB -9.5%) vs baseline: +4.9%

✅ medium

Time: ✅ 7.086ms (SLO: <7.400ms -4.2%) vs baseline: +0.4%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +5.3%

✅ shallow

Time: ✅ 0.958ms (SLO: <1.050ms -8.8%) vs baseline: +0.3%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 148.756µs (SLO: <290.000µs 📉 -48.7%) vs baseline: ~same

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%) vs baseline: +5.2%

✅ high_match

Time: ✅ 193.726µs (SLO: <480.000µs 📉 -59.6%) vs baseline: +0.3%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.1%

✅ low_match

Time: ✅ 99.132µs (SLO: <120.000µs 📉 -17.4%) vs baseline: +0.4%

Memory: ✅ 631.983MB (SLO: <700.000MB -9.7%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.899ms (SLO: <8.500ms 📉 -65.9%) vs baseline: +0.5%

Memory: ✅ 69.746MB (SLO: <75.000MB -7.0%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.862µs (SLO: <20.000µs 📉 -45.7%) vs baseline: +2.1%

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%) vs baseline: +5.5%

✅ all-enabled

Time: ✅ 40.126µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.2%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +5.3%

✅ collectipvariant_exists

Time: ✅ 41.419µs (SLO: <50.000µs 📉 -17.2%) vs baseline: +1.9%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.3%

✅ no-collectipvariant

Time: ✅ 40.477µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +1.5%

Memory: ✅ 32.086MB (SLO: <34.000MB -5.6%) vs baseline: +4.4%

✅ no-useragentvariant

Time: ✅ 38.732µs (SLO: <50.000µs 📉 -22.5%) vs baseline: -0.2%

Memory: ✅ 32.342MB (SLO: <34.000MB -4.9%) vs baseline: +5.3%

✅ obfuscation-no-query

Time: ✅ 40.590µs (SLO: <50.000µs 📉 -18.8%) vs baseline: +0.8%

Memory: ✅ 32.008MB (SLO: <34.000MB -5.9%) vs baseline: +4.2%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.116µs (SLO: <90.000µs 📉 -15.4%) vs baseline: +0.7%

Memory: ✅ 32.303MB (SLO: <34.000MB -5.0%) vs baseline: +5.1%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 77.148µs (SLO: <90.000µs 📉 -14.3%) vs baseline: +1.2%

Memory: ✅ 32.303MB (SLO: <34.000MB -5.0%) vs baseline: +5.2%

✅ obfuscation-send-querystring-disabled

Time: ✅ 153.713µs (SLO: <170.000µs -9.6%) vs baseline: ~same

Memory: ✅ 32.303MB (SLO: <34.500MB -6.4%) vs baseline: +5.2%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.046µs (SLO: <160.000µs -7.5%) vs baseline: +0.1%

Memory: ✅ 32.480MB (SLO: <34.500MB -5.9%) vs baseline: +5.7%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.106µs (SLO: <170.000µs -8.8%) vs baseline: +0.8%

Memory: ✅ 32.362MB (SLO: <34.500MB -6.2%) vs baseline: +5.3%

✅ useragentvariant_exists_1

Time: ✅ 39.528µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.2%

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%) vs baseline: +5.1%

✅ useragentvariant_exists_2

Time: ✅ 41.217µs (SLO: <50.000µs 📉 -17.6%) vs baseline: +1.4%

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%) vs baseline: +5.1%

✅ useragentvariant_exists_3

Time: ✅ 40.025µs (SLO: <50.000µs 📉 -20.0%) vs baseline: +0.2%

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%) vs baseline: +5.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.555µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.3%

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%) vs baseline: +5.2%

✅ useragentvariant_not_exists_2

Time: ✅ 39.762µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.9%

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

✅ span - 26/26

✅ add-event

Time: ✅ 24.161ms (SLO: <26.200ms -7.8%) vs baseline: -0.1%

Memory: ✅ 51.201MB (SLO: <53.000MB -3.4%) vs baseline: +5.4%

✅ add-metrics

Time: ✅ 91.733ms (SLO: <98.350ms -6.7%) vs baseline: -0.5%

Memory: ✅ 607.035MB (SLO: <961.000MB 📉 -36.8%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 151.955ms (SLO: <168.550ms -9.8%) vs baseline: +1.3%

Memory: ✅ 607.288MB (SLO: <962.500MB 📉 -36.9%) vs baseline: +4.8%

✅ get-context

Time: ✅ 22.518ms (SLO: <23.700ms -5.0%) vs baseline: +0.5%

Memory: ✅ 49.878MB (SLO: <53.000MB -5.9%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 22.630ms (SLO: <23.900ms -5.3%) vs baseline: +0.2%

Memory: ✅ 49.908MB (SLO: <53.000MB -5.8%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 42.627ms (SLO: <44.500ms -4.2%) vs baseline: +0.2%

Memory: ✅ 42.823MB (SLO: <53.000MB 📉 -19.2%) vs baseline: +5.4%

✅ set-status

Time: ✅ 24.647ms (SLO: <26.000ms -5.2%) vs baseline: +1.4%

Memory: ✅ 49.860MB (SLO: <53.000MB -5.9%) vs baseline: +5.1%

✅ start

Time: ✅ 22.086ms (SLO: <23.500ms -6.0%) vs baseline: ~same

Memory: ✅ 49.899MB (SLO: <53.000MB -5.9%) vs baseline: +5.1%

✅ start-finish

Time: ✅ 52.269ms (SLO: <55.500ms -5.8%) vs baseline: +0.5%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 53.606ms (SLO: <58.300ms -8.1%) vs baseline: +0.3%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.4%

✅ start-finish-traceid128

Time: ✅ 55.666ms (SLO: <60.050ms -7.3%) vs baseline: +0.2%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +5.5%

✅ start-traceid128

Time: ✅ 22.546ms (SLO: <24.600ms -8.4%) vs baseline: -0.5%

Memory: ✅ 49.933MB (SLO: <53.000MB -5.8%) vs baseline: +4.8%

✅ update-name

Time: ✅ 23.013ms (SLO: <24.100ms -4.5%) vs baseline: -0.5%

Memory: ✅ 50.585MB (SLO: <53.000MB -4.6%) vs baseline: +5.1%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.347µs (SLO: <20.000µs 📉 -83.3%) vs baseline: +4.3%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.6%

✅ 1-count-metrics-100-times

Time: ✅ 216.695µs (SLO: <250.000µs 📉 -13.3%) vs baseline: -1.2%

Memory: ✅ 31.477MB (SLO: <34.000MB -7.4%) vs baseline: +5.3%

✅ 1-distribution-metric-1-times

Time: ✅ 3.017µs (SLO: <20.000µs 📉 -84.9%) vs baseline: +0.2%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ 1-distribution-metrics-100-times

Time: ✅ 197.027µs (SLO: <220.000µs 📉 -10.4%) vs baseline: -0.5%

Memory: ✅ 31.398MB (SLO: <34.000MB -7.7%) vs baseline: +5.2%

✅ 1-gauge-metric-1-times

Time: ✅ 2.170µs (SLO: <20.000µs 📉 -89.2%) vs baseline: +1.9%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.4%

✅ 1-gauge-metrics-100-times

Time: ✅ 126.493µs (SLO: <150.000µs 📉 -15.7%) vs baseline: +1.1%

Memory: ✅ 31.418MB (SLO: <34.000MB -7.6%) vs baseline: +5.5%

✅ 1-rate-metric-1-times

Time: ✅ 3.185µs (SLO: <20.000µs 📉 -84.1%) vs baseline: -1.1%

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ 1-rate-metrics-100-times

Time: ✅ 216.401µs (SLO: <250.000µs 📉 -13.4%) vs baseline: -1.5%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ 100-count-metrics-100-times

Time: ✅ 21.915ms (SLO: <23.500ms -6.7%) vs baseline: -0.9%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.1%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.112ms (SLO: <2.250ms -6.1%) vs baseline: +3.2%

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.303ms (SLO: <1.550ms 📉 -16.0%) vs baseline: ~same

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.5%

✅ 100-rate-metrics-100-times

Time: ✅ 2.221ms (SLO: <2.550ms 📉 -12.9%) vs baseline: -2.0%

Memory: ✅ 31.516MB (SLO: <34.000MB -7.3%) vs baseline: +5.8%

✅ flush-1-metric

Time: ✅ 4.426µs (SLO: <20.000µs 📉 -77.9%) vs baseline: +4.3%

Memory: ✅ 31.831MB (SLO: <34.000MB -6.4%) vs baseline: +5.4%

✅ flush-100-metrics

Time: ✅ 187.023µs (SLO: <250.000µs 📉 -25.2%) vs baseline: +1.4%

Memory: ✅ 31.870MB (SLO: <34.000MB -6.3%) vs baseline: +5.4%

✅ flush-1000-metrics

Time: ✅ 2.235ms (SLO: <2.500ms 📉 -10.6%) vs baseline: +0.1%

Memory: ✅ 32.637MB (SLO: <34.500MB -5.4%) vs baseline: +5.2%

✅ tracer - 6/6

✅ large

Time: ✅ 30.650ms (SLO: <32.950ms -7.0%) vs baseline: +0.5%

Memory: ✅ 33.030MB (SLO: <34.500MB -4.3%) vs baseline: +5.2%

✅ medium

Time: ✅ 2.980ms (SLO: <3.200ms -6.9%) vs baseline: ~same

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%) vs baseline: +5.0%

✅ small

Time: ✅ 340.646µs (SLO: <370.000µs -7.9%) vs baseline: +0.9%

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%) vs baseline: +5.3%

ℹ️ Scenarios Missing SLO Configuration (14 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

coreapiscenario-context_with_data_listeners_and_all_listeners
coreapiscenario-core_dispatch_listeners
coreapiscenario-core_dispatch_listeners_and_all_listeners
coreapiscenario-core_dispatch_no_listeners
coreapiscenario-core_dispatch_only_all_listeners
coreapiscenario-core_dispatch_with_results_listeners
coreapiscenario-core_dispatch_with_results_listeners_and_all_listeners
coreapiscenario-core_dispatch_with_results_no_listeners
coreapiscenario-core_dispatch_with_results_only_all_listeners
djangosimple-baseline
errortrackingdjangosimple-baseline
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline

brettlangdon

cursory glance at the integration and gave some high level feedback, this PR mostly needs ml-obs review, but aren't the sole code owner yet.

brettlangdon · 2025-09-18T13:46:53Z

ddtrace/contrib/internal/google_adk/__init__.py

+Alternatively, use :func:`patch() <ddtrace.patch>` to manually enable the Google ADK integration::
+
+    from ddtrace import config, patch
+
+    patch(google_adk=True)


Suggested change

Alternatively, use :func:`patch() <ddtrace.patch>` to manually enable the Google ADK integration::

from ddtrace import config, patch

patch(google_adk=True)

we shouldn't suggest this approach anymore.

honestly, not a big deal, but figure one less thing to remove in the future.

we should continue with the doc suggestions of not suggesting Pin.onto() or patch

ddtrace/contrib/internal/google_adk/__init__.py

ddtrace/contrib/internal/google_adk/patch.py

riotfile.py

ddtrace/contrib/internal/google_adk/patch.py

sabrenner

just some initial thoughts on the patching code, will follow up with a closer review of the mlobs integration code after!

ddtrace/llmobs/_integrations/google_adk.py

ddtrace/contrib/internal/google_adk/patch.py

sabrenner · 2025-09-17T20:07:06Z

ddtrace/contrib/internal/google_adk/patch.py

+def _traced_agent_run_async(adk, pin, wrapped, instance, args, kwargs):
+    """Trace the main execution of an agent (async generator)."""
+    integration = adk._datadog_integration
+    agen = wrapped(*args, **kwargs)


let's start the span here, so we can do some try/except around this operation as well should it fail

something like

span = integration.trace(...) try: agen = wrapped(*args, **kwargs) except Exception: span.set_exc_info(...) span.finish() async def _generator(): # finish the span in the `finally` block here as you already do ...

done. will leave unresolved so you can check that it was done the way you're expecting.

ddtrace/contrib/internal/google_adk/patch.py

sabrenner · 2025-09-18T13:56:05Z

ddtrace/contrib/internal/google_adk/patch.py

+def extract_provider_and_model_name(kwargs: Optional[Dict[str, Any]] = None, agent: Any = None) -> Tuple[str, str]:
+    if agent is None:
+        return "google", "google"
+    return agent.model.__class__.__name__, agent.model.model


should we .lower here? i think we should if looking at class names, otherwise if we're able to grab some kind of str identifier on the agent object i think that could be better

Yeah there's only the model class name and the actual model name available.

I added the .lower

sabrenner · 2025-09-18T13:59:42Z

ddtrace/llmobs/_integrations/google_adk.py

+        kind = kwargs.get("kind", None)
+        if kind:
+            self._register_span(span, kind)
+            span._set_ctx_item(SPAN_KIND, kind)


i'd say we can leave this for the _set_llmobs_tags method, it takes in an operation kwarg that could be used in place of reading this ctx item back again there.

mainly just a best practice thing as trace here will run regardless of if llmobs is enabled. if it's not enabled, we don't want to bloat any aspect of the span or memory associated with it if possible, and instead set it in _llmobs_set_tags, which is guarded by the parent llmobs_set_tags to not run if llmobs is not enabled.

ddtrace/llmobs/_integrations/google_adk.py

ddtrace/contrib/internal/google_adk/__init__.py

ddtrace/llmobs/_integrations/google_adk.py

wconti27 added 2 commits September 11, 2025 15:02

initial patch

82157b0

add google adk integration

54bc66d

wconti27 self-assigned this Sep 15, 2025

wconti27 changed the title ~~Conti/google adk integration~~ feat(tracing): add support for google agentic development kit (adk) Sep 15, 2025

fix lint

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wconti27 and others added 16 commits September 15, 2025 17:23

add testing

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more changes

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clean up tests

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add llm obs integration

7b84e10

fix agent instructions change

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fixes

97c661e

generate lock files

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commit

8504a1d

fix typing

5d1eaec

fix

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update integration registry

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508f1ec

final test changes for base apm tests

e55978d

add llmobs tests

2d98d84

add release note

0839afa

Merge branch 'main' into conti/google-adk-integration

bf0c62f

wconti27 marked this pull request as ready for review September 17, 2025 20:04

wconti27 requested review from a team as code owners September 17, 2025 20:04

wconti27 requested review from RamyElkest, brettlangdon, vitor-de-araujo and wantsui September 17, 2025 20:04

wconti27 added 2 commits September 17, 2025 16:11

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update docs and codeowners

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brettlangdon approved these changes Sep 18, 2025

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wconti27 added 2 commits September 18, 2025 13:58

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58e1609

feat(tracing): add support for google agentic development kit (adk) #14588

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Performance SLOs

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✅ propagation_enabled

❌ propagation_enabled_100

✅ propagation_enabled_1000

✅ 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

✅ stringio_noaspect

✅ strip_aspect

✅ strip_noaspect

✅ swapcase_aspect

✅ swapcase_noaspect

✅ title_aspect

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