Feathr Scala Tests And Azure E2E Integration #312
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| name: Feathr Scala Tests And Azure E2E Integration | |
| on: | |
| push: | |
| branches: [main] | |
| paths-ignore: | |
| - "docs/**" | |
| - "ui/**" | |
| - "**/README.md" | |
| pull_request: | |
| branches: [main] | |
| paths-ignore: | |
| - "docs/**" | |
| - "ui/**" | |
| - "**/README.md" | |
| pull_request_target: | |
| branches: [main] | |
| types: [labeled, edited, opened, synchronize] | |
| paths-ignore: | |
| - "docs/**" | |
| - "ui/**" | |
| - "**/README.md" | |
| schedule: | |
| # Runs daily at 1 PM UTC (9 PM CST), will send notification to TEAMS_WEBHOOK | |
| - cron: '00 13 * * *' | |
| jobs: | |
| sbt_test: | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Set up JDK 8 | |
| uses: actions/setup-java@v2 | |
| with: | |
| java-version: "8" | |
| distribution: "temurin" | |
| - name: Run tests | |
| run: sbt clean && sbt test | |
| python_lint: | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
| steps: | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.8 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install flake8 | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Lint with flake8 | |
| run: | | |
| # stop the build if there are Python syntax errors or undefined names | |
| flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
| # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide | |
| flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
| databricks_test: | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Set up JDK 8 | |
| uses: actions/setup-java@v2 | |
| with: | |
| java-version: "8" | |
| distribution: "temurin" | |
| - name: Build JAR | |
| run: | | |
| sbt assembly | |
| # remote folder for CI upload | |
| echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
| # get local jar name without paths so version change won't affect it | |
| echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
| # get local jar name without path | |
| echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.8 | |
| - name: Install Feathr Package | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install -e ./feathr_project/[all] | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Set env variable and upload jars | |
| env: | |
| # set this for databricks CLI | |
| DATABRICKS_HOST: ${{secrets.DATABRICKS_HOST}} | |
| DATABRICKS_TOKEN: ${{secrets.DATABRICKS_WORKSPACE_TOKEN_VALUE}} | |
| run: | | |
| # overwrite corresponding environment variables to utilize feathr to upload the files | |
| # assuming there will be only one jar in the target folder | |
| databricks fs cp ${{ env.FEATHR_LOCAL_JAR_FULL_NAME_PATH}} dbfs:/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}} --overwrite | |
| - name: Run Feathr with Databricks | |
| env: | |
| PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_databricks" | |
| SPARK_CONFIG__SPARK_CLUSTER: databricks | |
| SPARK_CONFIG__DATABRICKS__WORKSPACE_INSTANCE_URL: ${{secrets.DATABRICKS_HOST}} | |
| DATABRICKS_WORKSPACE_TOKEN_VALUE: ${{secrets.DATABRICKS_WORKSPACE_TOKEN_VALUE}} | |
| SPARK_CONFIG__DATABRICKS__CONFIG_TEMPLATE: '{"run_name":"FEATHR_FILL_IN","new_cluster":{"spark_version":"9.1.x-scala2.12","num_workers":1,"spark_conf":{"FEATHR_FILL_IN":"FEATHR_FILL_IN"},"instance_pool_id":"${{secrets.DATABRICKS_INSTANCE_POOL_ID}}"},"libraries":[{"jar":"FEATHR_FILL_IN"}],"spark_jar_task":{"main_class_name":"FEATHR_FILL_IN","parameters":["FEATHR_FILL_IN"]}}' | |
| REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
| AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
| AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
| AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
| S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
| S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
| ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
| ADLS_KEY: ${{secrets.ADLS_KEY}} | |
| BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
| BLOB_KEY: ${{secrets.BLOB_KEY}} | |
| JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
| KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
| MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
| SPARK_CONFIG__DATABRICKS__FEATHR_RUNTIME_LOCATION: dbfs:/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}} | |
| COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
| SQL1_USER: ${{secrets.SQL1_USER}} | |
| SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
| AWS_ACCESS_KEY_ID: ${{secrets.AWS_ACCESS_KEY_ID}} | |
| AWS_SECRET_ACCESS_KEY: ${{secrets.AWS_SECRET_ACCESS_KEY}} | |
| run: | | |
| # run only test with databricks. run in 4 parallel jobs | |
| pytest -n 6 feathr_project/test/ | |
| azure_synapse_test: | |
| # might be a bit duplication to setup both the azure_synapse test and databricks test, but for now we will keep those to accelerate the test speed | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Set up JDK 8 | |
| uses: actions/setup-java@v2 | |
| with: | |
| java-version: "8" | |
| distribution: "temurin" | |
| - name: Build JAR | |
| run: | | |
| sbt assembly | |
| # remote folder for CI upload | |
| echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
| # get local jar name without paths so version change won't affect it | |
| echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
| # get local jar name without path | |
| echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.8 | |
| - name: Azure Blob Storage Upload (Overwrite) | |
| uses: fixpoint/azblob-upload-artifact@v4 | |
| with: | |
| connection-string: ${{secrets.SPARK_JAR_BLOB_CONNECTION_STRING}} | |
| name: ${{ env.CI_SPARK_REMOTE_JAR_FOLDER}} | |
| path: ${{ env.FEATHR_LOCAL_JAR_FULL_NAME_PATH}} | |
| container: ${{secrets.SPARK_JAR_BLOB_CONTAINER}} | |
| cleanup: "true" | |
| - name: Install Feathr Package | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install -e ./feathr_project/[all] | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Run Feathr with Azure Synapse | |
| env: | |
| PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_synapse" | |
| SPARK_CONFIG__SPARK_CLUSTER: azure_synapse | |
| REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
| AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
| AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
| AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
| S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
| S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
| ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
| ADLS_KEY: ${{secrets.ADLS_KEY}} | |
| BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
| BLOB_KEY: ${{secrets.BLOB_KEY}} | |
| JDBC_TABLE: ${{secrets.JDBC_TABLE}} | |
| JDBC_USER: ${{secrets.JDBC_USER}} | |
| JDBC_PASSWORD: ${{secrets.JDBC_PASSWORD}} | |
| JDBC_DRIVER: ${{secrets.JDBC_DRIVER}} | |
| JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
| KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
| MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
| SPARK_CONFIG__AZURE_SYNAPSE__FEATHR_RUNTIME_LOCATION: "abfss://${{secrets.SPARK_JAR_BLOB_CONTAINER}}@feathrazuretest3storage.dfs.core.windows.net/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}}" | |
| COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
| SQL1_USER: ${{secrets.SQL1_USER}} | |
| SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
| AWS_ACCESS_KEY_ID: ${{secrets.AWS_ACCESS_KEY_ID}} | |
| AWS_SECRET_ACCESS_KEY: ${{secrets.AWS_SECRET_ACCESS_KEY}} | |
| run: | | |
| # skip databricks related test as we just ran the test; also seperate databricks and synapse test to make sure there's no write conflict | |
| # run in 4 parallel jobs to make the time shorter | |
| pytest -n 6 feathr_project/test/ | |
| local_spark_test: | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Set up JDK 8 | |
| uses: actions/setup-java@v2 | |
| with: | |
| java-version: "8" | |
| distribution: "temurin" | |
| - name: Build JAR | |
| run: | | |
| sbt assembly | |
| # remote folder for CI upload | |
| echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
| # get local jar name without paths so version change won't affect it | |
| echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
| # get local jar name without path | |
| echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.8 | |
| - name: Install Feathr Package | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install -e ./feathr_project/[all] | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Run Feathr with Local Spark | |
| env: | |
| PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_local" | |
| SPARK_CONFIG__SPARK_CLUSTER: local | |
| REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
| AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
| AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
| AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
| S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
| S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
| ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
| ADLS_KEY: ${{secrets.ADLS_KEY}} | |
| BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
| BLOB_KEY: ${{secrets.BLOB_KEY}} | |
| JDBC_TABLE: ${{secrets.JDBC_TABLE}} | |
| JDBC_USER: ${{secrets.JDBC_USER}} | |
| JDBC_PASSWORD: ${{secrets.JDBC_PASSWORD}} | |
| JDBC_DRIVER: ${{secrets.JDBC_DRIVER}} | |
| JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
| KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
| MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
| COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
| SQL1_USER: ${{secrets.SQL1_USER}} | |
| SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
| run: | | |
| # skip cloud related tests | |
| pytest feathr_project/test/test_local_spark_e2e.py | |
| failure_notification: | |
| # If any failure, warning message will be sent | |
| needs: [sbt_test, python_lint, databricks_test, azure_synapse_test, local_spark_test] | |
| runs-on: ubuntu-latest | |
| if: failure() && github.event_name == 'schedule' | |
| steps: | |
| - name: Warning | |
| run: | | |
| curl -H 'Content-Type: application/json' -d '{"text": "[WARNING] Daily CI has failure, please check: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"}' ${{ secrets.TEAMS_WEBHOOK }} | |
| notification: | |
| # Final Daily Report with all job status | |
| needs: [sbt_test, python_lint, databricks_test, azure_synapse_test, local_spark_test] | |
| runs-on: ubuntu-latest | |
| if: always() && github.event_name == 'schedule' | |
| steps: | |
| - name: Get Date | |
| run: echo "NOW=$(date +'%Y-%m-%d')" >> $GITHUB_ENV | |
| - name: Notification | |
| run: | | |
| curl -H 'Content-Type: application/json' -d '{"text": "${{env.NOW}} Daily Report: 1. SBT Test ${{needs.sbt_test.result}}, 2. Python Lint Test ${{needs.python_lint.result}}, 3. Databricks Test ${{needs.databricks_test.result}}, 4. Synapse Test ${{needs.azure_synapse_test.result}} , 5. LOCAL SPARK TEST ${{needs.local_spark_test.result}}. Link: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"}' ${{ secrets.TEAMS_WEBHOOK }} |