#!/bin/sh set -x export SPARK_HOME=/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8 export PATH=$SPARK_HOME/bin:$PATH export HADOOP_CONF_DIR=/etc/taihao-apps/hadoop-conf export JAVA_HOME=/usr/lib/jvm/java-1.8.0 source /root/anaconda3/bin/activate py37 # 原始数据table name table='alg_recsys_sample_all_v2' # 各节点产出hdfs文件绝对路径 # 源数据文件 originDataPath=/dw/recommend/model/41_recsys_sample_data_new_table/ # 特征分桶 bucketDataPath=/dw/recommend/model/43_recsys_train_data_new_table/ # hadoop HADOOP=/opt/apps/HADOOP-COMMON/hadoop-common-current/bin/hadoop # 1 生产原始数据 echo "$(date +%Y-%m-%d_%H-%M-%S)----------step1------------开始根据${table}生产原始数据" /opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ --class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_41_originData_20240709 \ --master yarn --driver-memory 1G --executor-memory 2G --executor-cores 1 --num-executors 16 \ ./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ tablePart:64 repartition:32 \ beginStr:2024110800 endStr:2024110808 \ savePath:${originDataPath} \ table:${table} & /opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ --class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_41_originData_20240709 \ --master yarn --driver-memory 1G --executor-memory 2G --executor-cores 1 --num-executors 16 \ ./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ tablePart:64 repartition:32 \ beginStr:2024110809 endStr:2024110816 \ savePath:${originDataPath} \ table:${table} & /opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ --class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_41_originData_20240709 \ --master yarn --driver-memory 1G --executor-memory 2G --executor-cores 1 --num-executors 16 \ ./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ tablePart:64 repartition:32 \ beginStr:2024110817 endStr:2024110823 \ savePath:${originDataPath} \ table:${table} & wait if [ $? -ne 0 ]; then echo "Spark原始样本生产任务执行失败" exit 1 else echo "spark原始样本生产执行成功" fi # 特征采样分桶 /opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ --class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_43_bucketData_fu_sample_20240709 \ --master yarn --driver-memory 2G --executor-memory 4G --executor-cores 1 --num-executors 16 \ ./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ readPath:/dw/recommend/model/41_recsys_sample_data_new_table \ savePath:/dw/recommend/model/43_recsys_train_data_new_table_274_sample_01 \ beginStr:20241108 endStr:20241108 repartition:500 \ filterNames:ROS fuSampleRate:0.1 \ fileName:20240609_bucket_314.txt \ whatLabel:is_return whatApps:0,3,4,21,17 if [ $? -ne 0 ]; then echo "Spark特征分桶任务执行失败" exit 1 else echo "spark特征分桶任务执行成功" fi