Python Integration Tests #19770
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| # | |
| # This workflow will run all python integrations tests. | |
| # | |
| name: Python Integration Tests | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| branches: ["main"] | |
| merge_group: | |
| branches: ["main"] | |
| schedule: | |
| - cron: "0 0 * * *" # Run at midnight UTC daily | |
| permissions: | |
| contents: read | |
| id-token: "write" | |
| env: | |
| # Configure a constant location for the uv cache | |
| UV_CACHE_DIR: /tmp/.uv-cache | |
| HNSWLIB_NO_NATIVE: 1 | |
| Python_Integration_Tests: Python_Integration_Tests | |
| AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }} # azure-text-embedding-ada-002 | |
| AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }} | |
| AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }} | |
| AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT: ${{ secrets.AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT }} | |
| AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT: ${{ secrets.AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT }} | |
| BING_API_KEY: ${{ secrets.BING_API_KEY }} | |
| OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_ID }} | |
| OPENAI_TEXT_MODEL_ID: ${{ vars.OPENAI_TEXT_MODEL_ID }} | |
| OPENAI_EMBEDDING_MODEL_ID: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }} | |
| OPENAI_AUDIO_TO_TEXT_MODEL_ID: ${{ vars.OPENAI_AUDIO_TO_TEXT_MODEL_ID }} | |
| OPENAI_TEXT_TO_AUDIO_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_AUDIO_MODEL_ID }} | |
| OPENAI_TEXT_TO_IMAGE_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_IMAGE_MODEL_ID }} | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| PINECONE_API_KEY: ${{ secrets.PINECONE__APIKEY }} | |
| POSTGRES_CONNECTION_STRING: ${{secrets.POSTGRES__CONNECTIONSTR}} | |
| POSTGRES_MAX_POOL: ${{ vars.POSTGRES_MAX_POOL }} | |
| AZURE_AI_SEARCH_API_KEY: ${{secrets.AZURE_AI_SEARCH_API_KEY}} | |
| AZURE_AI_SEARCH_ENDPOINT: ${{secrets.AZURE_AI_SEARCH_ENDPOINT}} | |
| MONGODB_ATLAS_CONNECTION_STRING: ${{secrets.MONGODB_ATLAS_CONNECTION_STRING}} | |
| AZURE_KEY_VAULT_ENDPOINT: ${{secrets.AZURE_KEY_VAULT_ENDPOINT}} | |
| AZURE_KEY_VAULT_CLIENT_ID: ${{secrets.AZURE_KEY_VAULT_CLIENT_ID}} | |
| AZURE_KEY_VAULT_CLIENT_SECRET: ${{secrets.AZURE_KEY_VAULT_CLIENT_SECRET}} | |
| ACA_POOL_MANAGEMENT_ENDPOINT: ${{secrets.ACA_POOL_MANAGEMENT_ENDPOINT}} | |
| MISTRALAI_API_KEY: ${{secrets.MISTRALAI_API_KEY}} | |
| MISTRALAI_CHAT_MODEL_ID: ${{ vars.MISTRALAI_CHAT_MODEL_ID }} | |
| MISTRALAI_EMBEDDING_MODEL_ID: ${{ vars.MISTRALAI_EMBEDDING_MODEL_ID }} | |
| ANTHROPIC_API_KEY: ${{secrets.ANTHROPIC_API_KEY}} | |
| ANTHROPIC_CHAT_MODEL_ID: ${{ vars.ANTHROPIC_CHAT_MODEL_ID }} | |
| OLLAMA_CHAT_MODEL_ID: "${{ vars.OLLAMA_CHAT_MODEL_ID || '' }}" # llava-phi3 | |
| OLLAMA_CHAT_MODEL_ID_IMAGE: "${{ vars.OLLAMA_CHAT_MODEL_ID_IMAGE || '' }}" # llava-phi3 | |
| OLLAMA_CHAT_MODEL_ID_TOOL_CALL: "${{ vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL || '' }}" # llama3.2 | |
| OLLAMA_TEXT_MODEL_ID: "${{ vars.OLLAMA_TEXT_MODEL_ID || '' }}" # llava-phi3 | |
| OLLAMA_EMBEDDING_MODEL_ID: "${{ vars.OLLAMA_EMBEDDING_MODEL_ID || '' }}" # nomic-embed-text | |
| GOOGLE_AI_GEMINI_MODEL_ID: ${{ vars.GOOGLE_AI_GEMINI_MODEL_ID }} | |
| GOOGLE_AI_EMBEDDING_MODEL_ID: ${{ vars.GOOGLE_AI_EMBEDDING_MODEL_ID }} | |
| GOOGLE_AI_API_KEY: ${{ secrets.GOOGLE_AI_API_KEY }} | |
| VERTEX_AI_PROJECT_ID: ${{ vars.VERTEX_AI_PROJECT_ID }} | |
| VERTEX_AI_GEMINI_MODEL_ID: ${{ vars.VERTEX_AI_GEMINI_MODEL_ID }} | |
| VERTEX_AI_EMBEDDING_MODEL_ID: ${{ vars.VERTEX_AI_EMBEDDING_MODEL_ID }} | |
| REDIS_CONNECTION_STRING: ${{ vars.REDIS_CONNECTION_STRING }} | |
| AZURE_COSMOS_DB_NO_SQL_URL: ${{ vars.AZURE_COSMOS_DB_NO_SQL_URL }} | |
| AZURE_COSMOS_DB_NO_SQL_KEY: ${{ secrets.AZURE_COSMOS_DB_NO_SQL_KEY }} | |
| jobs: | |
| paths-filter: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| pythonChanges: ${{ steps.filter.outputs.python}} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: dorny/paths-filter@v2 | |
| id: filter | |
| with: | |
| filters: | | |
| python: | |
| - 'python/**' | |
| # run only if 'python' files were changed | |
| - name: python tests | |
| if: steps.filter.outputs.python == 'true' | |
| run: echo "Python file" | |
| # run only if not 'python' files were changed | |
| - name: not python tests | |
| if: steps.filter.outputs.python != 'true' | |
| run: echo "NOT python file" | |
| python-merge-gate: | |
| name: Python Pre-Merge Integration Tests | |
| needs: paths-filter | |
| if: github.event_name != 'pull_request' && github.event_name != 'schedule' && needs.paths-filter.outputs.pythonChanges == 'true' | |
| strategy: | |
| max-parallel: 1 | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.11"] | |
| os: [ubuntu-latest] | |
| defaults: | |
| run: | |
| working-directory: python | |
| runs-on: ${{ matrix.os }} | |
| environment: "integration" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up uv | |
| uses: astral-sh/setup-uv@v3 | |
| with: | |
| version: "0.4.30" | |
| enable-cache: true | |
| cache-suffix: ${{ runner.os }}-${{ matrix.python-version }} | |
| - name: Install dependencies with hnswlib native disabled | |
| if: matrix.os == 'macos-latest' && matrix.python-version == '3.11' | |
| run: | | |
| export HNSWLIB_NO_NATIVE=1 | |
| uv sync --all-extras --dev | |
| - name: Install dependencies with hnswlib native enabled | |
| if: matrix.os != 'macos-latest' || matrix.python-version != '3.11' | |
| run: | | |
| uv sync --all-extras --dev | |
| - name: Install Ollama | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| curl -fsSL https://ollama.com/install.sh | sh | |
| ollama serve & | |
| sleep 5 | |
| - name: Pull model in Ollama | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID }} | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_IMAGE }} | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL }} | |
| ollama pull ${{ vars.OLLAMA_TEXT_MODEL_ID }} | |
| ollama pull ${{ vars.OLLAMA_EMBEDDING_MODEL_ID }} | |
| ollama list | |
| - name: Google auth | |
| uses: google-github-actions/auth@v2 | |
| with: | |
| project_id: ${{ vars.VERTEX_AI_PROJECT_ID }} | |
| credentials_json: ${{ secrets.VERTEX_AI_SERVICE_ACCOUNT_KEY }} | |
| - name: Set up gcloud | |
| uses: google-github-actions/setup-gcloud@v2 | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ vars.AWS_REGION }} | |
| - name: Setup Redis Stack Server | |
| if: matrix.os == 'ubuntu-latest' | |
| run: docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest | |
| - name: Setup Weaviate docker deployment | |
| if: matrix.os == 'ubuntu-latest' | |
| run: docker run -d -p 8080:8080 -p 50051:50051 cr.weaviate.io/semitechnologies/weaviate:1.26.6 | |
| - name: Start Azure Cosmos DB emulator | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| Write-Host "Launching Cosmos DB Emulator" | |
| Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator" | |
| Start-CosmosDbEmulator | |
| - name: Azure CLI Login | |
| if: github.event_name != 'pull_request' | |
| uses: azure/login@v2 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Run Integration Tests - Completions | |
| id: run_tests_completions | |
| timeout-minutes: 15 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/completions -v --junitxml=pytest-completions.xml | |
| - name: Run Integration Tests - Embeddings | |
| id: run_tests_embeddings | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/embeddings -v --junitxml=pytest-embeddings.xml | |
| - name: Run Integration Tests - Memory | |
| id: run_tests_memory | |
| timeout-minutes: 10 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/memory -v --junitxml=pytest-memory.xml | |
| - name: Run Integration Tests - Cross Language | |
| id: run_tests_cross_language | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/cross_language -v --junitxml=pytest-cross.xml | |
| - name: Run Integration Tests - Planning | |
| id: run_tests_planning | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/planning -v --junitxml=pytest-planning.xml | |
| - name: Run Integration Tests - Samples | |
| id: run_tests_samples | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/samples -v --junitxml=pytest-samples.xml | |
| - name: Surface failing tests | |
| if: always() | |
| uses: pmeier/pytest-results-action@main | |
| with: | |
| path: python/pytest-*.xml | |
| summary: true | |
| display-options: fEX | |
| fail-on-empty: true | |
| title: Test results | |
| - name: Minimize uv cache | |
| run: uv cache prune --ci | |
| python-integration-tests: | |
| needs: paths-filter | |
| if: (github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && needs.paths-filter.outputs.pythonChanges == 'true' | |
| strategy: | |
| max-parallel: 1 | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.10", "3.11", "3.12"] | |
| os: [ubuntu-latest, windows-latest, macos-latest] | |
| defaults: | |
| run: | |
| working-directory: python | |
| runs-on: ${{ matrix.os }} | |
| environment: "integration" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up uv | |
| uses: astral-sh/setup-uv@v3 | |
| with: | |
| version: "0.4.30" | |
| enable-cache: true | |
| cache-suffix: ${{ runner.os }}-${{ matrix.python-version }} | |
| - name: Install dependencies with hnswlib native disabled | |
| if: matrix.os == 'macos-latest' && matrix.python-version == '3.11' | |
| run: | | |
| export HNSWLIB_NO_NATIVE=1 | |
| uv sync --all-extras --dev | |
| - name: Install dependencies with hnswlib native enabled | |
| if: matrix.os != 'macos-latest' || matrix.python-version != '3.11' | |
| run: | | |
| uv sync --all-extras --dev | |
| - name: Install Ollama | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| curl -fsSL https://ollama.com/install.sh | sh | |
| ollama serve & | |
| sleep 5 | |
| - name: Pull model in Ollama | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID }} | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_IMAGE }} | |
| ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL }} | |
| ollama pull ${{ vars.OLLAMA_TEXT_MODEL_ID }} | |
| ollama pull ${{ vars.OLLAMA_EMBEDDING_MODEL_ID }} | |
| ollama list | |
| - name: Google auth | |
| uses: google-github-actions/auth@v2 | |
| with: | |
| project_id: ${{ vars.VERTEX_AI_PROJECT_ID }} | |
| credentials_json: ${{ secrets.VERTEX_AI_SERVICE_ACCOUNT_KEY }} | |
| - name: Set up gcloud | |
| uses: google-github-actions/setup-gcloud@v2 | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ vars.AWS_REGION }} | |
| - name: Setup Redis Stack Server | |
| if: matrix.os == 'ubuntu-latest' | |
| run: docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest | |
| - name: Setup Weaviate docker deployment | |
| if: matrix.os == 'ubuntu-latest' | |
| run: docker run -d -p 8080:8080 -p 50051:50051 cr.weaviate.io/semitechnologies/weaviate:1.26.6 | |
| - name: Start Azure Cosmos DB emulator | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| Write-Host "Launching Cosmos DB Emulator" | |
| Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator" | |
| Start-CosmosDbEmulator | |
| - name: Azure CLI Login | |
| if: github.event_name != 'pull_request' | |
| uses: azure/login@v2 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Run Integration Tests - Completions | |
| id: run_tests_completions | |
| timeout-minutes: 10 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/completions -v --junitxml=pytest-completions.xml | |
| - name: Run Integration Tests - Embeddings | |
| id: run_tests_embeddings | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/embeddings -v --junitxml=pytest-embeddings.xml | |
| - name: Run Integration Tests - Memory | |
| id: run_tests_memory | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/memory -v --junitxml=pytest-memory.xml | |
| - name: Run Integration Tests - Cross Language | |
| id: run_tests_cross_language | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/cross_language -v --junitxml=pytest-cross.xml | |
| - name: Run Integration Tests - Planning | |
| id: run_tests_planning | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/planning -v --junitxml=pytest-planning.xml | |
| - name: Run Integration Tests - Samples | |
| id: run_tests_samples | |
| timeout-minutes: 5 | |
| shell: bash | |
| run: | | |
| uv run pytest -n logical --dist loadfile --dist worksteal ./tests/samples -v --junitxml=pytest-samples.xml | |
| - name: Surface failing tests | |
| if: always() | |
| uses: pmeier/pytest-results-action@main | |
| with: | |
| path: python/pytest-*.xml | |
| summary: true | |
| display-options: fEX | |
| fail-on-empty: true | |
| title: Test results | |
| - name: Minimize uv cache | |
| run: uv cache prune --ci | |
| # This final job is required to satisfy the merge queue. It must only run (or succeed) if no tests failed | |
| python-integration-tests-check: | |
| if: always() | |
| runs-on: ubuntu-latest | |
| strategy: | |
| max-parallel: 1 | |
| fail-fast: false | |
| needs: [python-merge-gate, python-integration-tests] | |
| steps: | |
| - name: Get Date | |
| shell: bash | |
| run: | | |
| echo "date=$(date +'%m/%d/%Y %H:%M:%S')" >> "$GITHUB_ENV" | |
| - name: Run Type is Daily | |
| if: ${{ github.event_name == 'schedule' }} | |
| shell: bash | |
| run: | | |
| echo "run_type=Daily" >> "$GITHUB_ENV" | |
| - name: Run Type is Manual | |
| if: ${{ github.event_name == 'workflow_dispatch' }} | |
| shell: bash | |
| run: | | |
| echo "run_type=Manual" >> "$GITHUB_ENV" | |
| - name: Run Type is ${{ github.event_name }} | |
| if: ${{ github.event_name != 'schedule' && github.event_name != 'workflow_dispatch'}} | |
| shell: bash | |
| run: | | |
| echo "run_type=${{ github.event_name }}" >> "$GITHUB_ENV" | |
| - name: Fail workflow if tests failed | |
| id: check_tests_failed | |
| if: contains(join(needs.*.result, ','), 'failure') | |
| uses: actions/github-script@v6 | |
| with: | |
| script: core.setFailed('Integration Tests Failed!') | |
| - name: Fail workflow if tests cancelled | |
| id: check_tests_cancelled | |
| if: contains(join(needs.*.result, ','), 'cancelled') | |
| uses: actions/github-script@v6 | |
| with: | |
| script: core.setFailed('Integration Tests Cancelled!') | |
| - name: Microsoft Teams Notification | |
| uses: skitionek/notify-microsoft-teams@master | |
| if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request' | |
| with: | |
| webhook_url: ${{ secrets.MSTEAMS_WEBHOOK }} | |
| dry_run: ${{ env.run_type != 'Daily' && env.run_type != 'Manual'}} | |
| job: ${{ toJson(job) }} | |
| steps: ${{ toJson(steps) }} | |
| overwrite: "{title: ` ${{ env.run_type }}: ${{ env.date }} `, text: ` ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}`}" | |
| - name: Microsoft Teams Notification (Dry Run) | |
| uses: skitionek/notify-microsoft-teams@master | |
| if: github.ref != 'refs/heads/main' | |
| with: | |
| webhook_url: NONE | |
| dry_run: ${{ env.run_type != 'Daily' && env.run_type != 'Manual'}} | |
| job: ${{ toJson(job) }} | |
| steps: ${{ toJson(steps) }} | |
| overwrite: "{title: ` ${{ env.run_type }}: ${{ env.date }} `, text: ` ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}`}" |