Nightly Build Example Tests PPML Spark Local on Graphene #385
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| name: Nightly Build Example Tests PPML Spark Local on Graphene | |
| on: | |
| schedule: | |
| - cron: '0 17 * * *' | |
| workflow_dispatch: | |
| inputs: | |
| select_running_example: | |
| description: 'select which example to run' | |
| required: true | |
| default: 'all' | |
| type: choice | |
| options: | |
| - all | |
| - spark_arrow | |
| sgx_mem_size: | |
| description: 'memeory size limit' | |
| required: true | |
| default: 32G | |
| type: choice | |
| options: | |
| - 16G | |
| - 32G | |
| - 64G | |
| - 128G | |
| image: | |
| description: 'docker image version' | |
| required: true | |
| default: 10.239.45.10/arda/intelanalytics/bigdl-ppml-trusted-big-data-ml-python-graphene:latest | |
| type: string | |
| jobs: | |
| example-tests-ppml: | |
| runs-on: [self-hosted, SGX, Wilwarin] | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: set variable | |
| env: | |
| DEFAULT_EXAMPLE: 'ALL' | |
| DEFAULT_SGX_MEM_SIZE: 32G | |
| DEFAULT_IMAGE: 10.239.45.10/arda/intelanalytics/bigdl-ppml-trusted-big-data-ml-python-graphene:latest | |
| run: | | |
| echo "SELECT_RUNNING_EXAMPLE=${{ github.event.inputs.select_running_example || env.DEFAULT_EXAMPLE }} " >> $GITHUB_ENV | |
| echo "SGX_MEM_SIZE=${{ github.event.inputs.sgx_mem_size || env.DEFAULT_MEM_SIZE }}" >> $GITHUB_ENV | |
| echo "IMAGE=${{ github.event.inputs.image || env.DEFAULT_IMAGE }}" >>$GITHUB_ENV | |
| - name: start container | |
| run: | | |
| set -x | |
| docker pull ${IMAGE} | |
| docker rm -f ${CONTAINER_NAME} | |
| docker run -id --privileged --net=host --name ${CONTAINER_NAME} \ | |
| --cpuset-cpus=$CPUSET \ | |
| --oom-kill-disable \ | |
| --device=/dev/sgx/enclave \ | |
| --device=/dev/sgx/provision \ | |
| -v ~/glorysdj/kuberconfig:/root/.kube/config \ | |
| -v /var/run/aesmd/aesm.socket:/var/run/aesmd/aesm.socket \ | |
| -v $ENCLAVE_KEY:/graphene/Pal/src/host/Linux-SGX/signer/enclave-key.pem \ | |
| -v $DATA_PATH:/ppml/trusted-big-data-ml/work/data \ | |
| -v $KEYS_PATH:/ppml/trusted-big-data-ml/work/keys \ | |
| -e LOCAL_IP=$LOCAL_IP \ | |
| -e SGX_MEM_SIZE=$SGX_MEM_SIZE \ | |
| -e RUNTIME_SPARK_MASTER=k8s://https://192.168.0.112:6443 \ | |
| -e RUNTIME_K8S_SERVICE_ACCOUNT=spark \ | |
| -e RUNTIME_K8S_SPARK_IMAGE=$IMAGE \ | |
| -e RUNTIME_DRIVER_HOST=$LOCAL_IP \ | |
| -e RUNTIME_DRIVER_PORT=54321 \ | |
| -e RUNTIME_EXECUTOR_INSTANCES=1 \ | |
| -e RUNTIME_EXECUTOR_CORES=4 \ | |
| -e RUNTIME_EXECUTOR_MEMORY=80g \ | |
| -e RUNTIME_TOTAL_EXECUTOR_CORES=4 \ | |
| -e RUNTIME_DRIVER_CORES=4 \ | |
| -e RUNTIME_DRIVER_MEMORY=10g \ | |
| -e http_proxy=$HTTP_PROXY \ | |
| -e https_proxy=$HTTPS_PROXY \ | |
| $IMAGE bash | |
| - name: spark arrow test | |
| run: | | |
| if [ ${SECELT_RUNNING_EXAMPLE} = "spark_arrow" ]; then | |
| docker exec -i $CONTAINER_NAME bash -c " cd /ppml/trusted-big-data-ml && \ | |
| /graphene/Tools/argv_serializer bash -c "export PYSPARK_PYTHON=/usr/bin/python && \ | |
| export ARROW_PRE_0_15_IPC_FORMAT=0 && \ | |
| /opt/jdk8/bin/java \ | |
| -cp '/ppml/trusted-big-data-ml/work/spark-3.1.2/conf/:/ppml/trusted-big-data-ml/work/spark-3.1.2/jars/*' \ | |
| -Xmx2g org.apache.spark.deploy.SparkSubmit \ | |
| --master 'local[4]' \ | |
| --conf spark.python.use.daemon=false \ | |
| --conf spark.python.worker.reuse=false \ | |
| --conf spark.sql.execution.arrow.enabled=true \ | |
| --conf spark.driver.memory=2g \ | |
| --executor-memory 2g \ | |
| /ppml/trusted-big-data-ml/work/spark-3.1.2/examples/src/main/python/sql/arrow.py "> /ppml/trusted-big-data-ml/secured-argvs \ | |
| ./init.sh \ | |
| SGX=1 ./pal_loader bash 2>&1 > test-sql-arrow-sgx.log" | |
| fi |