ci: add matrix-based parallel test workflow (#19942)
Split tests/test_litellm into 10 parallel CI jobs using GitHub Actions matrix strategy to reduce PR feedback time from ~25 min to ~8-10 min. Changes: - Add new test-litellm-matrix.yml workflow with 10 matrix jobs: - llms (~225 files, 4 workers) - proxy-guardrails (~51 files, 4 workers) - proxy-core (~52 files, 4 workers) - proxy-misc (~77 files, 4 workers) - integrations (~60 files, 4 workers) - core-utils (~32 files, 2 workers) - other (~69 files, 4 workers) - includes all previously uncovered dirs - root (~34 files, 4 workers) - proxy-unit-a (~20 files, 2 workers) - proxy-unit-b (~28 files, 2 workers) - Deprecate test-litellm.yml (moved to workflow_dispatch for manual use) - Add matching Makefile targets for local testing: - make test-unit-llms - make test-unit-proxy-guardrails - make test-unit-proxy-core - make test-unit-proxy-misc - make test-unit-integrations - make test-unit-core-utils - make test-unit-other - make test-unit-root - make test-proxy-unit-a - make test-proxy-unit-b Benefits: - ~3x faster wall-clock time through parallelization - Dependency caching for faster subsequent runs - Concurrency control to cancel stale runs - Better failure isolation per test group Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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.github/workflows/test-litellm-matrix.yml
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.github/workflows/test-litellm-matrix.yml
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name: LiteLLM Unit Tests (Matrix)
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on:
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pull_request:
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branches: [main]
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# Cancel in-progress runs for the same PR
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
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cancel-in-progress: true
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jobs:
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test:
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runs-on: ubuntu-latest
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timeout-minutes: 15
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strategy:
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fail-fast: false
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matrix:
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test-group:
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# tests/test_litellm split by subdirectory (~560 files total)
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- name: "llms"
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path: "tests/test_litellm/llms"
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workers: 4
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# tests/test_litellm/proxy split by subdirectory (~180 files total)
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- name: "proxy-guardrails"
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path: "tests/test_litellm/proxy/guardrails tests/test_litellm/proxy/management_endpoints tests/test_litellm/proxy/management_helpers"
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workers: 4
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- name: "proxy-core"
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path: "tests/test_litellm/proxy/auth tests/test_litellm/proxy/client tests/test_litellm/proxy/db tests/test_litellm/proxy/hooks tests/test_litellm/proxy/policy_engine"
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workers: 4
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- name: "proxy-misc"
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path: "tests/test_litellm/proxy/_experimental tests/test_litellm/proxy/agent_endpoints tests/test_litellm/proxy/anthropic_endpoints tests/test_litellm/proxy/common_utils tests/test_litellm/proxy/discovery_endpoints tests/test_litellm/proxy/experimental tests/test_litellm/proxy/google_endpoints tests/test_litellm/proxy/health_endpoints tests/test_litellm/proxy/image_endpoints tests/test_litellm/proxy/middleware tests/test_litellm/proxy/openai_files_endpoint tests/test_litellm/proxy/pass_through_endpoints tests/test_litellm/proxy/prompts tests/test_litellm/proxy/public_endpoints tests/test_litellm/proxy/response_api_endpoints tests/test_litellm/proxy/spend_tracking tests/test_litellm/proxy/ui_crud_endpoints tests/test_litellm/proxy/vector_store_endpoints tests/test_litellm/proxy/test_*.py"
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workers: 4
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- name: "integrations"
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path: "tests/test_litellm/integrations"
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workers: 4
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- name: "core-utils"
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path: "tests/test_litellm/litellm_core_utils"
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workers: 2
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- name: "other"
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path: "tests/test_litellm/caching tests/test_litellm/responses tests/test_litellm/secret_managers tests/test_litellm/vector_stores tests/test_litellm/a2a_protocol tests/test_litellm/anthropic_interface tests/test_litellm/completion_extras tests/test_litellm/containers tests/test_litellm/enterprise tests/test_litellm/experimental_mcp_client tests/test_litellm/google_genai tests/test_litellm/images tests/test_litellm/interactions tests/test_litellm/passthrough tests/test_litellm/router_strategy tests/test_litellm/router_utils tests/test_litellm/types"
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workers: 4
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- name: "root"
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path: "tests/test_litellm/test_*.py"
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workers: 4
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# tests/proxy_unit_tests split alphabetically (~48 files total)
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- name: "proxy-unit-a"
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path: "tests/proxy_unit_tests/test_[a-o]*.py"
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workers: 2
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- name: "proxy-unit-b"
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path: "tests/proxy_unit_tests/test_[p-z]*.py"
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workers: 2
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name: test (${{ matrix.test-group.name }})
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.12"
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- name: Install Poetry
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uses: snok/install-poetry@v1
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- name: Cache Poetry dependencies
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uses: actions/cache@v4
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with:
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path: |
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~/.cache/pypoetry
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~/.cache/pip
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.venv
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key: ${{ runner.os }}-poetry-${{ hashFiles('poetry.lock') }}
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restore-keys: |
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${{ runner.os }}-poetry-
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- name: Install dependencies
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run: |
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poetry config virtualenvs.in-project true
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poetry install --with dev,proxy-dev --extras "proxy semantic-router"
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poetry run pip install pytest-retry==1.6.3 pytest-xdist google-genai==1.22.0 \
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google-cloud-aiplatform>=1.38 fastapi-offline==1.7.3 python-multipart==0.0.22 openapi-core
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- name: Setup litellm-enterprise
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run: |
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cd enterprise && poetry run pip install -e . && cd ..
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- name: Run tests - ${{ matrix.test-group.name }}
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run: |
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poetry run pytest ${{ matrix.test-group.path }} \
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--tb=short -vv \
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--maxfail=10 \
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-n ${{ matrix.test-group.workers }} \
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--durations=20
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# Aggregate job to require all matrix jobs pass
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test-complete:
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needs: test
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runs-on: ubuntu-latest
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if: always()
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steps:
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- name: Check test results
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run: |
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if [ "${{ needs.test.result }}" != "success" ]; then
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echo "Some test groups failed"
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exit 1
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fi
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echo "All test groups passed!"
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8
.github/workflows/test-litellm.yml
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.github/workflows/test-litellm.yml
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name: LiteLLM Mock Tests (folder - tests/test_litellm)
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# DEPRECATED: This workflow is replaced by test-litellm-matrix.yml which runs
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# the same tests in parallel across 10 jobs for faster CI times.
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# Kept for manual debugging only.
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on:
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pull_request:
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branches: [ main ]
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workflow_dispatch: # Manual trigger only
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# pull_request:
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# branches: [ main ]
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jobs:
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test:
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46
Makefile
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Makefile
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# LiteLLM Makefile
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# Simple Makefile for running tests and basic development tasks
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.PHONY: help test test-unit test-integration test-unit-helm \
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.PHONY: help test test-unit test-unit-llms test-unit-proxy-guardrails test-unit-proxy-core test-unit-proxy-misc \
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test-unit-integrations test-unit-core-utils test-unit-other test-unit-root \
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test-proxy-unit-a test-proxy-unit-b test-integration test-unit-helm \
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info lint lint-dev format \
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install-dev install-proxy-dev install-test-deps \
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install-helm-unittest check-circular-imports check-import-safety
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@ -25,6 +27,16 @@ help:
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@echo " make check-import-safety - Check import safety"
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@echo " make test - Run all tests"
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@echo " make test-unit - Run unit tests (tests/test_litellm)"
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@echo " make test-unit-llms - Run LLM provider tests (~225 files)"
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@echo " make test-unit-proxy-guardrails - Run proxy guardrails+mgmt tests (~51 files)"
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@echo " make test-unit-proxy-core - Run proxy auth+client+db+hooks tests (~52 files)"
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@echo " make test-unit-proxy-misc - Run proxy misc tests (~77 files)"
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@echo " make test-unit-integrations - Run integration tests (~60 files)"
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@echo " make test-unit-core-utils - Run core utils tests (~32 files)"
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@echo " make test-unit-other - Run other tests (caching, responses, etc., ~69 files)"
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@echo " make test-unit-root - Run root-level tests (~34 files)"
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@echo " make test-proxy-unit-a - Run proxy_unit_tests (a-o, ~20 files)"
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@echo " make test-proxy-unit-b - Run proxy_unit_tests (p-z, ~28 files)"
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@echo " make test-integration - Run integration tests"
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@echo " make test-unit-helm - Run helm unit tests"
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@ -129,6 +141,38 @@ test:
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test-unit: install-test-deps
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poetry run pytest tests/test_litellm -x -vv -n 4
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# Matrix test targets (matching CI workflow groups)
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test-unit-llms: install-test-deps
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poetry run pytest tests/test_litellm/llms --tb=short -vv -n 4 --durations=20
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test-unit-proxy-guardrails: install-test-deps
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poetry run pytest tests/test_litellm/proxy/guardrails tests/test_litellm/proxy/management_endpoints tests/test_litellm/proxy/management_helpers --tb=short -vv -n 4 --durations=20
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test-unit-proxy-core: install-test-deps
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poetry run pytest tests/test_litellm/proxy/auth tests/test_litellm/proxy/client tests/test_litellm/proxy/db tests/test_litellm/proxy/hooks tests/test_litellm/proxy/policy_engine --tb=short -vv -n 4 --durations=20
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test-unit-proxy-misc: install-test-deps
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poetry run pytest tests/test_litellm/proxy/_experimental tests/test_litellm/proxy/agent_endpoints tests/test_litellm/proxy/anthropic_endpoints tests/test_litellm/proxy/common_utils tests/test_litellm/proxy/discovery_endpoints tests/test_litellm/proxy/experimental tests/test_litellm/proxy/google_endpoints tests/test_litellm/proxy/health_endpoints tests/test_litellm/proxy/image_endpoints tests/test_litellm/proxy/middleware tests/test_litellm/proxy/openai_files_endpoint tests/test_litellm/proxy/pass_through_endpoints tests/test_litellm/proxy/prompts tests/test_litellm/proxy/public_endpoints tests/test_litellm/proxy/response_api_endpoints tests/test_litellm/proxy/spend_tracking tests/test_litellm/proxy/ui_crud_endpoints tests/test_litellm/proxy/vector_store_endpoints tests/test_litellm/proxy/test_*.py --tb=short -vv -n 4 --durations=20
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test-unit-integrations: install-test-deps
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poetry run pytest tests/test_litellm/integrations --tb=short -vv -n 4 --durations=20
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test-unit-core-utils: install-test-deps
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poetry run pytest tests/test_litellm/litellm_core_utils --tb=short -vv -n 2 --durations=20
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test-unit-other: install-test-deps
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poetry run pytest tests/test_litellm/caching tests/test_litellm/responses tests/test_litellm/secret_managers tests/test_litellm/vector_stores tests/test_litellm/a2a_protocol tests/test_litellm/anthropic_interface tests/test_litellm/completion_extras tests/test_litellm/containers tests/test_litellm/enterprise tests/test_litellm/experimental_mcp_client tests/test_litellm/google_genai tests/test_litellm/images tests/test_litellm/interactions tests/test_litellm/passthrough tests/test_litellm/router_strategy tests/test_litellm/router_utils tests/test_litellm/types --tb=short -vv -n 4 --durations=20
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test-unit-root: install-test-deps
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poetry run pytest tests/test_litellm/test_*.py --tb=short -vv -n 4 --durations=20
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# Proxy unit tests (tests/proxy_unit_tests split alphabetically)
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test-proxy-unit-a: install-test-deps
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poetry run pytest tests/proxy_unit_tests/test_[a-o]*.py --tb=short -vv -n 2 --durations=20
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test-proxy-unit-b: install-test-deps
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poetry run pytest tests/proxy_unit_tests/test_[p-z]*.py --tb=short -vv -n 2 --durations=20
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test-integration:
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poetry run pytest tests/ -k "not test_litellm"
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