chore: Update readme spark.md (#3992) #1670
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| name: integration-tests-and-build | |
| on: | |
| push: | |
| branches: | |
| - master | |
| jobs: | |
| build-lambda-docker-image: | |
| if: github.repository == 'feast-dev/feast' | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| with: | |
| install: true | |
| - name: Set up AWS SDK | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| 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: Login to Amazon ECR | |
| id: login-ecr | |
| uses: aws-actions/amazon-ecr-login@v1 | |
| - name: Set ECR image tag | |
| id: image-tag | |
| run: echo "::set-output name=DOCKER_IMAGE_TAG::`git rev-parse HEAD`" | |
| - name: Cache Public ECR Image | |
| id: lambda_python_3_9 | |
| uses: actions/cache@v2 | |
| with: | |
| path: ~/cache | |
| key: lambda_python_3_9 | |
| - name: Handle Cache Miss (pull public ECR image & save it to tar file) | |
| if: steps.cache-primes.outputs.cache-hit != 'true' | |
| run: | | |
| mkdir -p ~/cache | |
| docker pull public.ecr.aws/lambda/python:3.9 | |
| docker save public.ecr.aws/lambda/python:3.9 -o ~/cache/lambda_python_3_9.tar | |
| - name: Handle Cache Hit (load docker image from tar file) | |
| if: steps.cache-primes.outputs.cache-hit == 'true' | |
| run: | | |
| docker load -i ~/cache/lambda_python_3_9.tar | |
| - name: Build and push | |
| env: | |
| ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }} | |
| ECR_REPOSITORY: feast-python-server | |
| run: | | |
| docker build \ | |
| --file sdk/python/feast/infra/feature_servers/aws_lambda/Dockerfile \ | |
| --tag $ECR_REGISTRY/$ECR_REPOSITORY:${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }} \ | |
| --load \ | |
| . | |
| docker push $ECR_REGISTRY/$ECR_REPOSITORY:${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }} | |
| outputs: | |
| DOCKER_IMAGE_TAG: ${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }} | |
| integration-test-python: | |
| if: github.repository == 'feast-dev/feast' | |
| needs: build-lambda-docker-image | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.8", "3.9", "3.10" ] | |
| 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@v3 | |
| - name: Setup Python | |
| id: setup-python | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| architecture: x64 | |
| - name: Authenticate to Google Cloud | |
| uses: 'google-github-actions/auth@v1' | |
| with: | |
| credentials_json: '${{ secrets.GCP_SA_KEY }}' | |
| - name: Set up gcloud SDK | |
| uses: google-github-actions/setup-gcloud@v1 | |
| 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@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-west-2 | |
| - name: Use AWS CLI | |
| run: aws sts get-caller-identity | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| echo "::set-output name=dir::$(pip cache dir)" | |
| - name: pip cache | |
| uses: actions/cache@v2 | |
| with: | |
| path: | | |
| ${{ steps.pip-cache.outputs.dir }} | |
| /opt/hostedtoolcache/Python | |
| /Users/runner/hostedtoolcache/Python | |
| key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles(format('**/py{0}-ci-requirements.txt', env.PYTHON)) }} | |
| restore-keys: | | |
| ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip- | |
| - name: Upgrade pip version | |
| run: | | |
| pip install --upgrade "pip>=21.3.1,<23.2" | |
| - name: Install pip-tools | |
| run: pip install pip-tools | |
| - name: Install dependencies | |
| run: make install-python-ci-dependencies | |
| - 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 and go | |
| env: | |
| FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-lambda-docker-image.outputs.DOCKER_IMAGE_TAG }} | |
| FEAST_USAGE: "False" | |
| IS_TEST: "True" | |
| 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: pytest -n 8 --cov=./ --cov-report=xml --color=yes sdk/python/tests --integration --durations=5 --timeout=1200 --timeout_method=thread | |
| - name: Benchmark python | |
| env: | |
| FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-lambda-docker-image.outputs.DOCKER_IMAGE_TAG }} | |
| FEAST_USAGE: "False" | |
| IS_TEST: "True" | |
| 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: pytest --verbose --color=yes sdk/python/tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5 | |
| - name: Upload Benchmark Artifact to S3 | |
| run: aws s3 cp --recursive .benchmarks s3://feast-ci-pytest-benchmarks | |
| build-all-docker-images: | |
| if: github.repository == 'feast-dev/feast' | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| component: [ feature-server-python-aws, feature-server-java, feature-transformation-server ] | |
| env: | |
| MAVEN_CACHE: gs://feast-templocation-kf-feast/.m2.2020-08-19.tar | |
| REGISTRY: gcr.io/kf-feast | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| with: | |
| install: true | |
| - name: Login to DockerHub | |
| uses: docker/login-action@v1 | |
| with: | |
| username: ${{ secrets.DOCKERHUB_USERNAME }} | |
| password: ${{ secrets.DOCKERHUB_TOKEN }} | |
| - name: Authenticate to Google Cloud | |
| uses: 'google-github-actions/auth@v1' | |
| with: | |
| credentials_json: '${{ secrets.GCP_SA_KEY }}' | |
| - name: Set up gcloud SDK | |
| uses: google-github-actions/setup-gcloud@v1 | |
| with: | |
| project_id: ${{ secrets.GCP_PROJECT_ID }} | |
| - name: Use gcloud CLI | |
| run: gcloud info | |
| - run: gcloud auth configure-docker --quiet | |
| - name: Build image | |
| run: | | |
| make build-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA} | |
| - name: Push image | |
| run: | | |
| make push-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA} | |
| docker tag ${REGISTRY}/${{ matrix.component }}:${GITHUB_SHA} ${REGISTRY}/${{ matrix.component }}:develop | |
| docker push ${REGISTRY}/${{ matrix.component }}:develop |