#!/bin/sh set -ex # 原始数据table name table='alg_recsys_sample_all' today="$(date +%Y%m%d)" today_early_3="$(date -d '3 days ago' +%Y%m%d)" #table='alg_recsys_sample_all_test' # 处理分区配置 推荐数据间隔一天生产,所以5日0点使用3日0-23点数据生产new模型数据 begin_early_2_Str="$(date -d '2 days ago' +%Y%m%d)" end_early_2_Str="$(date -d '2 days ago' +%Y%m%d)" beginHhStr=00 endHhStr=23 max_hour=05 max_minute=00 # 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/ # 特征值 valueDataPath=/dw/recommend/model/14_feature_data/ # 特征分桶 bucketDataPath=/dw/recommend/model/43_recsys_train_data/ # 模型数据路径 MODEL_PATH=/root/joe/recommend-emr-dataprocess/model # 预测路径 PREDICT_PATH=/root/joe/recommend-emr-dataprocess/predict # 历史线上正在使用的模型数据路径 LAST_MODEL_HOME=/root/joe/model_online # 模型数据文件前缀 model_name=model_nba8 # fm模型 FM_HOME=/root/sunmingze/alphaFM/bin # hadoop HADOOP=/opt/apps/HADOOP-COMMON/hadoop-common-current/bin/hadoop OSS_PATH=oss://art-recommend.oss-cn-hangzhou.aliyuncs.com/zhangbo/ FM_TRAIN="/root/sunmingze/alphaFM/bin/fm_train" #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240717" #/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ #--class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_43_bucketData_20240709 \ #--master yarn --driver-memory 2G --executor-memory 4G --executor-cores 1 --num-executors 16 \ #../target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ #readPath:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240717 endStr:20240717 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 # #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240718" #/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_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:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240718 endStr:20240718 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 # #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240719" #/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ #--class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_43_bucketData_20240709 \ #--master yarn --driver-memory 2G --executor-memory 4G --executor-cores 1 --num-executors 16 \ #../target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ #readPath:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240719 endStr:20240719 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 # #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240720" #/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_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:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240720 endStr:20240720 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 # #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240721" #/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \ #--class com.aliyun.odps.spark.examples.makedata_recsys.makedata_recsys_43_bucketData_20240709 \ #--master yarn --driver-memory 2G --executor-memory 4G --executor-cores 1 --num-executors 16 \ #../target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \ #readPath:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240721 endStr:20240721 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 # #echo "$(date +%Y-%m-%d_%H-%M-%S)----------step2------------根据特征分桶生产重打分特征数据20240722" #/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_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:${originDataPath} \ #savePath:${bucketDataPath} \ #beginStr:20240722 endStr:20240722 repartition:500 \ #filterNames:XXXXXXXXX \ #fileName:20240609_bucket_314.txt \ #whatLabel:is_return whatApps:0,4,21,17 $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240717/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_17.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_20240716.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_17.txt' $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240718/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_18.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_17.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_18.txt' $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240719/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_19.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_18.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_19.txt' $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240720/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_20.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_19.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_20.txt' $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240721/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_21.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_20.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_21.txt' $HADOOP fs -text /dw/recommend/model/43_recsys_train_data/20240722/* | ${FM_TRAIN} -m /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_22.txt -dim 1,1,8 -core 8 -im /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_21.txt echo '$(date +%Y-%m-%d_%H-%M-%S)----step------out model 0709~0722: /root/joe/recommend-emr-dataprocess/model/model_nba8_all_9_22.txt'