Nicole cybul/vertex ai integration llmobs

[ncybul]

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]

CODEOWNERS have been resolved as:

.riot/requirements/1d47606.txt                                          @DataDog/apm-python
.riot/requirements/353a75e.txt                                          @DataDog/apm-python
.riot/requirements/3ad56f1.txt                                          @DataDog/apm-python
.riot/requirements/722335d.txt                                          @DataDog/apm-python
tests/contrib/vertexai/test_vertexai_llmobs.py                          @DataDog/ml-observability
ddtrace/contrib/internal/vertexai/_utils.py                             @DataDog/ml-observability
ddtrace/contrib/internal/vertexai/patch.py                              @DataDog/ml-observability
ddtrace/llmobs/_constants.py                                            @DataDog/ml-observability
ddtrace/llmobs/_integrations/vertexai.py                                @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
riotfile.py                                                             @DataDog/apm-python
tests/contrib/vertexai/conftest.py                                      @DataDog/ml-observability

[pr-commenter]

Benchmarks

Benchmark execution time: 2024-11-24 22:25:40

Comparing candidate commit 78a27e9 in PR branch nicole-cybul/vertex-ai-integration-llmobs with baseline commit 7297779 in branch main.

Found 1 performance improvements and 0 performance regressions! Performance is the same for 295 metrics, 2 unstable metrics.

scenario:iast_aspects-ospathjoin_aspect

• 🟩 execution_time [-763.365ns; -722.706ns] or [-12.964%; -12.274%]