| # Licensed to the Apache Software Foundation (ASF) under one or more |
| # contributor license agreements. See the NOTICE file distributed with |
| # this work for additional information regarding copyright ownership. |
| # The ASF licenses this file to You under the Apache License, Version 2.0 |
| # (the "License"); you may not use this file except in compliance with |
| # the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| |
| |
| export JAVA_HOME=${JAVA_HOME:-$HOME/workspace/app/java} |
| export HADOOP_HOME=${HADOOP_HOME:-$HADOOP_HDFS_HOME} |
| export CLASSPATH=${CLASSPATH:-`hdfs classpath --glob`} |
| export ARROW_LIBHDFS_DIR=${ARROW_LIBHDFS_DIR:-$HADOOP_HOME/lib/native} |
| |
| # path to pysubmarine/submarine |
| PYTHONPATH=$HOME/workspace/submarine/submarine-sdk/pysubmarine |
| |
| HADOOP_CONF_PATH=${HADOOP_CONF_PATH:-$HADOOP_CONF_DIR} |
| |
| SUBMARINE_VERSION=0.8.0 |
| SUBMARINE_HADOOP_VERSION=2.9 |
| SUBMARINE_JAR=/opt/submarine-dist-${SUBMARINE_VERSION}-hadoop-${SUBMARINE_HADOOP_VERSION}/submarine-dist-${SUBMARINE_VERSION}-hadoop-${SUBMARINE_HADOOP_VERSION}/submarine-all-${SUBMARINE_VERSION}-hadoop-${SUBMARINE_HADOOP_VERSION}.jar |
| |
| java -cp $(${HADOOP_COMMON_HOME}/bin/hadoop classpath --glob):${SUBMARINE_JAR}:${HADOOP_CONF_PATH} \ |
| org.apache.submarine.client.cli.Cli job run --name deepfm-job-001 \ |
| --framework pytorch \ |
| --verbose \ |
| --input_path "" \ |
| --num_workers 2 \ |
| --worker_resources memory=1G,vcores=1 \ |
| --worker_launch_cmd "JAVA_HOME=$JAVA_HOME HADOOP_HOME=$HADOOP_HOME CLASSPATH=$CLASSPATH ARROW_LIBHDFS_DIR=$ARROW_LIBHDFS_DIR PYTHONPATH=$PYTHONPATH sdk.zip/sdk/bin/python run_deepfm.py --conf ./deepfm.json --task_type train" \ |
| --insecure \ |
| --conf tony.containers.resources=sdk.zip#archive,${SUBMARINE_JAR},run_deepfm.py,deepfm.json |
| |
