feat: [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLI #26118
Workflow file for this run
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| name: pr-integration-tests | |
| on: | |
| pull_request_target: | |
| types: | |
| - opened | |
| - synchronize | |
| - labeled | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| actions: write | |
| pull-requests: read | |
| jobs: | |
| integration-test-python: | |
| # when using pull_request_target, all jobs MUST have this if check for 'ok-to-test' or 'approved' for security purposes. | |
| if: | |
| ((github.event.action == 'labeled' && (github.event.label.name == 'approved' || github.event.label.name == 'lgtm' || github.event.label.name == 'ok-to-test')) || | |
| (github.event.action != 'labeled' && (contains(github.event.pull_request.labels.*.name, 'ok-to-test') || contains(github.event.pull_request.labels.*.name, 'approved') || contains(github.event.pull_request.labels.*.name, 'lgtm')))) && | |
| github.repository == 'feast-dev/feast' | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.11" ] | |
| os: [ ubuntu-latest ] | |
| env: | |
| OS: ${{ matrix.os }} | |
| PYTHON: ${{ matrix.python-version }} | |
| services: | |
| redis: | |
| image: redis | |
| ports: | |
| - 6379:6379 | |
| options: >- | |
| --health-cmd "redis-cli ping" | |
| --health-interval 10s | |
| --health-timeout 5s | |
| --health-retries 5 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| # pull_request_target runs the workflow in the context of the base repo | |
| # as such actions/checkout needs to be explicit configured to retrieve | |
| # code from the PR. | |
| ref: refs/pull/${{ github.event.pull_request.number }}/merge | |
| submodules: recursive | |
| persist-credentials: false | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| id: setup-python | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| architecture: x64 | |
| - name: Authenticate to Google Cloud | |
| uses: 'google-github-actions/auth@v2' | |
| with: | |
| credentials_json: '${{ secrets.GCP_SA_KEY }}' | |
| - name: Set up gcloud SDK | |
| uses: google-github-actions/setup-gcloud@v2 | |
| with: | |
| project_id: ${{ secrets.GCP_PROJECT_ID }} | |
| - name: Use gcloud CLI | |
| run: gcloud info | |
| - name: Set up AWS SDK | |
| 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: us-west-2 | |
| - name: Use AWS CLI | |
| run: aws sts get-caller-identity | |
| - name: Install the latest version of uv | |
| uses: astral-sh/setup-uv@v5 | |
| with: | |
| enable-cache: true | |
| - name: Install dependencies | |
| run: make install-python-dependencies-ci | |
| - name: Setup Redis Cluster | |
| run: | | |
| docker pull vishnunair/docker-redis-cluster:latest | |
| docker run -d -p 6001:6379 -p 6002:6380 -p 6003:6381 -p 6004:6382 -p 6005:6383 -p 6006:6384 --name redis-cluster vishnunair/docker-redis-cluster | |
| - name: Test python | |
| if: ${{ always() }} # this will guarantee that step won't be canceled and resources won't leak | |
| env: | |
| FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-docker-image.outputs.DOCKER_IMAGE_TAG }} | |
| SNOWFLAKE_CI_DEPLOYMENT: ${{ secrets.SNOWFLAKE_CI_DEPLOYMENT }} | |
| SNOWFLAKE_CI_USER: ${{ secrets.SNOWFLAKE_CI_USER }} | |
| SNOWFLAKE_CI_PASSWORD: ${{ secrets.SNOWFLAKE_CI_PASSWORD }} | |
| SNOWFLAKE_CI_ROLE: ${{ secrets.SNOWFLAKE_CI_ROLE }} | |
| SNOWFLAKE_CI_WAREHOUSE: ${{ secrets.SNOWFLAKE_CI_WAREHOUSE }} | |
| run: make test-python-integration | |
| - name: Minimize uv cache | |
| run: uv cache prune --ci | |
| mcp-feature-server-runtime: | |
| if: | |
| ((github.event.action == 'labeled' && (github.event.label.name == 'approved' || github.event.label.name == 'lgtm' || github.event.label.name == 'ok-to-test')) || | |
| (github.event.action != 'labeled' && (contains(github.event.pull_request.labels.*.name, 'ok-to-test') || contains(github.event.pull_request.labels.*.name, 'approved') || contains(github.event.pull_request.labels.*.name, 'lgtm')))) && | |
| github.repository == 'feast-dev/feast' | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: refs/pull/${{ github.event.pull_request.number }}/merge | |
| submodules: recursive | |
| persist-credentials: false | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.11" | |
| architecture: x64 | |
| - name: Install the latest version of uv | |
| uses: astral-sh/setup-uv@v5 | |
| with: | |
| enable-cache: true | |
| - name: Install dependencies | |
| run: make install-python-dependencies-ci | |
| - name: Start feature server (MCP HTTP) | |
| run: | | |
| cd examples/mcp_feature_store | |
| uv run python -m feast.cli.cli serve --host 127.0.0.1 --port 6566 --workers 1 --no-access-log & | |
| SERVER_PID=$! | |
| echo $SERVER_PID > /tmp/feast_server_pid | |
| for i in $(seq 1 60); do | |
| kill -0 "$SERVER_PID" || { echo "server died"; exit 1; } | |
| if curl -fsS http://127.0.0.1:6566/health >/dev/null; then | |
| break | |
| fi | |
| sleep 1 | |
| done | |
| curl -fsS http://127.0.0.1:6566/health >/dev/null | |
| - name: Validate MCP endpoint | |
| run: | | |
| rm -f /tmp/mcp_headers /tmp/mcp_headers2 /tmp/mcp_body2 | |
| curl -sS -D /tmp/mcp_headers -o /dev/null --max-time 10 \ | |
| -X POST \ | |
| -H "Accept: application/json, text/event-stream" \ | |
| -H "Content-Type: application/json" \ | |
| -H "mcp-protocol-version: 2025-03-26" \ | |
| --data '{}' \ | |
| http://127.0.0.1:6566/mcp | |
| SESSION_ID=$(grep -i "^mcp-session-id:" /tmp/mcp_headers | head -1 | awk '{print $2}' | tr -d '\r') | |
| if [ -z "${SESSION_ID}" ]; then | |
| cat /tmp/mcp_headers || true | |
| exit 1 | |
| fi | |
| curl -sS -D /tmp/mcp_headers2 -o /tmp/mcp_body2 --max-time 10 \ | |
| -X POST \ | |
| -H "Accept: application/json, text/event-stream" \ | |
| -H "Content-Type: application/json" \ | |
| -H "mcp-protocol-version: 2025-03-26" \ | |
| -H "mcp-session-id: ${SESSION_ID}" \ | |
| --data '{}' \ | |
| http://127.0.0.1:6566/mcp | |
| grep -Eq "^HTTP/.* 400" /tmp/mcp_headers2 | |
| grep -Eiq "^content-type: application/json" /tmp/mcp_headers2 | |
| grep -Eiq "^mcp-session-id: ${SESSION_ID}" /tmp/mcp_headers2 | |
| - name: Stop feature server | |
| if: always() | |
| run: | | |
| if [ -f /tmp/feast_server_pid ]; then | |
| kill "$(cat /tmp/feast_server_pid)" || true | |
| fi | |
| - name: Minimize uv cache | |
| if: always() | |
| run: uv cache prune --ci |