Workflow file for this run
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| name: pr_tests_spark | |
| on: | |
| pull_request: | |
| branches: | |
| - main | |
| push: | |
| branches: | |
| - feature/** | |
| - dev | |
| - staging | |
| - template-spark-tests | |
| - spark_prep | |
| concurrency: dbt_integration_tests | |
| env: | |
| DBT_PROFILES_DIR: ./ci | |
| SPARK_MASTER_HOST: spark-master | |
| SPARK_USER: spark | |
| SPARK_SCHEMA: default | |
| jobs: | |
| pr_tests: | |
| name: pr_tests | |
| runs-on: ubuntu-latest | |
| defaults: | |
| run: | |
| working-directory: ./integration_tests | |
| strategy: | |
| matrix: | |
| dbt_version: | |
| - 1.* | |
| warehouse: | |
| - spark | |
| steps: | |
| - | |
| name: Check out | |
| uses: actions/checkout@v3 | |
| - | |
| name: Set SCHEMA_SUFFIX env | |
| run: >- | |
| echo "SCHEMA_SUFFIX=$(echo ${DBT_VERSION%.*} | tr . _)" >> | |
| $GITHUB_ENV | |
| env: | |
| DBT_VERSION: '${{ matrix.dbt_version }}' | |
| - | |
| name: Set DEFAULT_TARGET env | |
| run: | | |
| echo "DEFAULT_TARGET=${{ matrix.warehouse }}" >> $GITHUB_ENV | |
| - | |
| name: Python setup | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8.x | |
| - | |
| name: Pip cache | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: >- | |
| ${{ runner.os }}-pip-${{ matrix.dbt_version }}-${{ | |
| matrix.warehouse }} | |
| restore-keys: > | |
| ${{ runner.os }}-pip-${{ matrix.dbt_version }}-${{ | |
| matrix.warehouse }} | |
| - | |
| name: Install spark dependencies | |
| run: > | |
| pip install --upgrade pip wheel setuptools | |
| pip install -Iv "dbt-spark[PyHive]"==${{ matrix.dbt_version | |
| }} --upgrade | |
| dbt deps | |
| - | |
| name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v1 | |
| - | |
| name: Create Dockerfile | |
| run: > | |
| cat << EOF > Dockerfile | |
| FROM openjdk:11-jdk-slim | |
| ENV SPARK_VERSION=3.5.1 | |
| ENV HADOOP_VERSION=3.3.4 | |
| ENV SPARK_HOME=/spark | |
| RUN apt-get update && apt-get install -y curl wget procps | |
| rsync ssh iputils-ping net-tools | |
| RUN wget --tries=5 --retry-connrefused --waitretry=1 | |
| --timeout=20 | |
| https://downloads.apache.org/spark/spark-\${SPARK_VERSION}/spark-\${SPARK_VERSION}-bin-hadoop3.tgz | |
| && \ | |
| tar -xvzf spark-\${SPARK_VERSION}-bin-hadoop3.tgz && \ | |
| mv spark-\${SPARK_VERSION}-bin-hadoop3 \${SPARK_HOME} && \ | |
| rm spark-\${SPARK_VERSION}-bin-hadoop3.tgz | |
| ENV PATH=\$PATH:\${SPARK_HOME}/bin:\${SPARK_HOME}/sbin | |
| WORKDIR \${SPARK_HOME} | |
| CMD ["bash"] | |
| EOF | |
| - | |
| name: Create docker-compose.yml | |
| run: | | |
| cat << EOF > docker-compose.yml | |
| version: '3' | |
| services: | |
| spark-master: | |
| build: . | |
| command: | | |
| bash -c " | |
| /spark/sbin/start-master.sh && | |
| /spark/sbin/start-thriftserver.sh --master spark://spark-master:7077 && | |
| tail -f /spark/logs/*" | |
| ports: | |
| - "8080:8080" | |
| - "7077:7077" | |
| - "10000:10000" | |
| environment: | |
| - SPARK_MODE=master | |
| - SPARK_MASTER_HOST=spark-master | |
| - SPARK_MASTER_PORT=7077 | |
| - SPARK_MASTER_WEBUI_PORT=8080 | |
| spark-worker: | |
| build: . | |
| command: bin/spark-class org.apache.spark.deploy.worker.Worker spark://spark-master:7077 | |
| depends_on: | |
| - spark-master | |
| environment: | |
| - SPARK_MODE=worker | |
| - SPARK_WORKER_CORES=2 | |
| - SPARK_WORKER_MEMORY=2g | |
| - SPARK_WORKER_PORT=8081 | |
| - SPARK_WORKER_WEBUI_PORT=8081 | |
| - SPARK_MASTER=spark://spark-master:7077 | |
| EOF | |
| - | |
| name: Build and start Spark cluster | |
| run: | | |
| docker-compose build --no-cache | |
| docker-compose up -d | |
| - | |
| name: Wait for services to start | |
| run: | | |
| echo "Waiting for Spark services to start..." | |
| sleep 60 | |
| - | |
| name: Check Spark cluster status | |
| run: > | |
| docker-compose exec -T spark-master bash -c "jps && ps aux | | |
| grep spark && netstat -tuln" | |
| docker-compose exec -T spark-worker bash -c "jps && ps aux | | |
| grep spark && netstat -tuln" | |
| - | |
| name: Run Spark test job | |
| run: > | |
| docker-compose exec -T spark-master bin/spark-submit | |
| --master spark://spark-master:7077 --class | |
| org.apache.spark.examples.SparkPi | |
| examples/jars/spark-examples_2.12-3.5.1.jar 10 | |
| - | |
| name: Wait for Thrift Server | |
| run: | | |
| echo "Waiting for Thrift Server to be fully operational..." | |
| sleep 30 | |
| - | |
| name: 'Pre-test: Drop ci schemas' | |
| run: | | |
| dbt run-operation post_ci_cleanup --target spark | |
| - | |
| name: Run tests | |
| run: ./.scripts/integration_tests.sh -d spark | |
| - | |
| name: 'Post-test: Drop ci schemas' | |
| run: | | |
| dbt run-operation post_ci_cleanup --target spark | |
| - | |
| name: Cleanup Spark cluster | |
| if: always() | |
| run: | | |
| docker-compose downs |