Update pr_tests_spark.yml #14
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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: Install Docker Compose | |
| run: | | |
| sudo curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose | |
| sudo chmod +x /usr/local/bin/docker-compose | |
| - name: Check Docker and Docker Compose versions | |
| run: | | |
| docker --version | |
| docker-compose --version | |
| - 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 jq | |
| 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 spark-defaults.conf | |
| run: | | |
| cat << EOF > spark-defaults.conf | |
| spark.sql.hive.thriftServer.singleSession true | |
| spark.hadoop.hive.server2.thrift.port 10000 | |
| EOF | |
| - name: Create docker-compose.yml | |
| run: | | |
| cat << EOF > docker-compose.yml | |
| version: '3' | |
| networks: | |
| spark-network: | |
| driver: bridge | |
| services: | |
| spark-master: | |
| build: . | |
| command: | | |
| bash -c " | |
| /spark/bin/spark-sql --conf spark.sql.hive.metastore.jars=builtin --conf spark.sql.hive.metastore.version=2.3.9 --conf spark.sql.catalogImplementation=hive -e 'show databases;' && | |
| /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" | |
| - "4040:4040" | |
| environment: | |
| - SPARK_MODE=master | |
| - SPARK_MASTER_HOST=spark-master | |
| - SPARK_MASTER_PORT=7077 | |
| - SPARK_MASTER_WEBUI_PORT=8080 | |
| volumes: | |
| - ./spark-defaults.conf:/spark/conf/spark-defaults.conf | |
| networks: | |
| - spark-network | |
| 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 | |
| networks: | |
| - spark-network | |
| EOF | |
| - name: Debug Docker Compose file | |
| run: cat docker-compose.yml | |
| - name: Build and start Spark cluster | |
| run: | | |
| docker-compose build --no-cache | |
| docker-compose up -d | |
| - name: Check running containers | |
| run: docker ps | |
| - name: Wait for services to start | |
| run: | | |
| echo "Waiting for Spark services to start..." | |
| sleep 120 | |
| - name: Check Docker network | |
| run: | | |
| docker network ls | |
| docker network inspect integration_tests_spark-network | |
| - name: Print Docker logs | |
| run: | | |
| echo "Docker logs for spark-master:" | |
| docker-compose logs --tail=1000 spark-master | |
| echo "Docker logs for spark-worker:" | |
| docker-compose logs --tail=1000 spark-worker | |
| - name: Inspect Docker containers | |
| run: | | |
| echo "Inspecting spark-master container:" | |
| docker inspect integration_tests_spark-master_1 | |
| echo "Inspecting spark-worker container:" | |
| docker inspect integration_tests_spark-worker_1 | |
| - 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: Debug Spark Master Configuration | |
| run: docker-compose exec -T spark-master bash -c "cat /spark/conf/spark-defaults.conf" | |
| - name: Debug Spark Master Logs | |
| run: docker-compose exec -T spark-master bash -c "cat /spark/logs/spark--org.apache.spark.deploy.master.Master-*.out" | |
| - name: Check ThriftServer Process | |
| run: docker-compose exec -T spark-master bash -c "ps aux | grep ThriftServer" | |
| - name: List Spark Logs | |
| run: docker-compose exec -T spark-master bash -c "ls -l /spark/logs/" | |
| - name: Check Latest ThriftServer Log | |
| run: docker-compose exec -T spark-master bash -c "tail -n 50 /spark/logs/\$(ls -t /spark/logs/ | grep thriftserver | head -n1)" | |
| - name: Check if port 10000 is actually listening inside the spark-master container | |
| run: docker-compose exec -T spark-master bash -c "netstat -tuln | grep 10000" | |
| # - name: Try to connect to the Thrift server from the spark-master container itself (with timeout) | |
| # run: docker-compose exec -T spark-master bash -c "timeout 5 curl -v telnet://spark-master:10000" | |
| # - name: Check network connectivity | |
| # run: | | |
| # docker-compose exec -T spark-master bash -c "ping -c 4 spark-master" | |
| # docker-compose exec -T spark-master bash -c "nc -zv spark-master 10000" | |
| - name: Verify ThriftServer JDBC URL | |
| run: | | |
| docker-compose exec -T spark-master bash -c 'echo "jdbc:hive2://spark-master:10000"' | |
| - name: Test ThriftServer connection with Beeline | |
| run: | | |
| docker-compose exec -T spark-master bash -c ' | |
| beeline -u "jdbc:hive2://spark-master:10000" -n root -e "SHOW DATABASES;" | |
| ' | |
| - name: Check Spark event logs | |
| run: | | |
| docker-compose exec -T spark-master bash -c "cat /spark/spark-events/*" | |
| - name: Run simple Spark SQL query | |
| run: | | |
| docker-compose exec -T spark-master bash -c ' | |
| spark-sql --conf spark.sql.hive.thriftServer.singleSession=true \ | |
| --conf spark.sql.catalogImplementation=hive \ | |
| -e "SELECT 1 as test;" | |
| ' | |
| - name: Check Spark Master UI | |
| run: | | |
| docker-compose exec -T spark-master bash -c "curl -s http://spark-master:8080/json/ | jq '.workers'" | |
| - name: Verify Hive metastore | |
| run: | | |
| docker-compose exec -T spark-master bash -c ' | |
| spark-sql --conf spark.sql.hive.metastore.jars=builtin \ | |
| --conf spark.sql.hive.metastore.version=2.3.9 \ | |
| --conf spark.sql.catalogImplementation=hive \ | |
| -e "show databases;" | |
| ' | |
| - name: Check ThriftServer UI | |
| run: | | |
| docker-compose exec -T spark-master bash -c "curl -s http://spark-master:4040/api/v1/applications | jq '.[0].name'" | |
| - name: Check Spark Applications | |
| run: | | |
| docker-compose exec -T spark-master bash -c "curl -s http://spark-master:8080/json/ | jq '.activeapps[0].name'" | |
| - 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 down |