|
@@ -1,42 +1,42 @@
|
|
-#!/bin/sh
|
|
|
|
-# 0 全局变量/参数
|
|
|
|
-savePath=/dw/recommend/model/share_ratio_samples_v2/
|
|
|
|
-model_name=model_sharev2
|
|
|
|
-today="$(date -d '1 days ago' +%Y%m%d)"
|
|
|
|
-yesterday="$(date -d '2 days ago' +%Y%m%d)"
|
|
|
|
-yesterday_early=20231222
|
|
|
|
-#yesterday_early="$(date -d '3 days ago' +%Y%m%d)"
|
|
|
|
-
|
|
|
|
-
|
|
|
|
-HADOOP="/opt/apps/HADOOP-COMMON/hadoop-common-current/bin/hadoop"
|
|
|
|
-FM_TRAIN="/root/sunmingze/alphaFM/bin/fm_train"
|
|
|
|
-MODEL_PATH="/root/zhangbo/recommend-emr-dataprocess/zhangbo/model/"
|
|
|
|
-OSS_PATH="oss://art-recommend.oss-cn-hangzhou.aliyuncs.com/video_str_model"
|
|
|
|
-
|
|
|
|
-# 1 生产数据
|
|
|
|
-/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \
|
|
|
|
---class com.aliyun.odps.spark.examples.makedata.makedata_01_readtable2hdfs \
|
|
|
|
---master yarn --driver-memory 1G --executor-memory 4G --executor-cores 2 --num-executors 16 \
|
|
|
|
-./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \
|
|
|
|
-tablePart:32 savePath:${savePath} beginStr:${yesterday} endStr:${yesterday}
|
|
|
|
-
|
|
|
|
-# 2 加载上次模型 训练本轮数据 保存本轮模型
|
|
|
|
-end_date=${today}
|
|
|
|
-loop_date=${yesterday_early}
|
|
|
|
-while [[ "$loop_date" != "$end_date" ]]; do
|
|
|
|
- echo -------train ${loop_date}----------
|
|
|
|
- loop_date_model=$(date -d "$loop_date - 1 day" +%Y%m%d)
|
|
|
|
- $HADOOP fs -text ${savePath}/dt=${loop_date}/* | ${FM_TRAIN} -m ${MODEL_PATH}/${model_name}_${loop_date}.txt \
|
|
|
|
--dim 1,1,0 -core 8 -im ${MODEL_PATH}/${model_name}_${loop_date_model}.txt
|
|
|
|
- echo -------save ${MODEL_PATH}/${model_name}_${loop_date}.txt----------
|
|
|
|
- loop_date=$(date -d "$loop_date + 1 day" +%Y%m%d)
|
|
|
|
-done
|
|
|
|
-
|
|
|
|
-# 3 本轮模型格式转换
|
|
|
|
-cat ${MODEL_PATH}/${model_name}_${yesterday}.txt \
|
|
|
|
-| sed '1d' | awk -F " " '{if($2!="0") print $1"\t"$2}' \
|
|
|
|
-> ${MODEL_PATH}/${model_name}_${yesterday}_change.txt
|
|
|
|
-
|
|
|
|
-# 4 转换后模型上传oss
|
|
|
|
-$HADOOP fs -rm -r oss://art-recommend.oss-cn-hangzhou.aliyuncs.com/video_str_model/${model_name}_change.txt
|
|
|
|
-$HADOOP fs -put ${MODEL_PATH}/${model_name}_${yesterday}_change.txt ${OSS_PATH}/${model_name}_change.txt
|
|
|
|
|
|
+##!/bin/sh
|
|
|
|
+## 0 全局变量/参数
|
|
|
|
+#savePath=/dw/recommend/model/share_ratio_samples_v2/
|
|
|
|
+#model_name=model_sharev2
|
|
|
|
+#today="$(date -d '1 days ago' +%Y%m%d)"
|
|
|
|
+#yesterday="$(date -d '2 days ago' +%Y%m%d)"
|
|
|
|
+#yesterday_early=20231222
|
|
|
|
+##yesterday_early="$(date -d '3 days ago' +%Y%m%d)"
|
|
|
|
+#
|
|
|
|
+#
|
|
|
|
+#HADOOP="/opt/apps/HADOOP-COMMON/hadoop-common-current/bin/hadoop"
|
|
|
|
+#FM_TRAIN="/root/sunmingze/alphaFM/bin/fm_train"
|
|
|
|
+#MODEL_PATH="/root/zhangbo/recommend-emr-dataprocess/zhangbo/model/"
|
|
|
|
+#OSS_PATH="oss://art-recommend.oss-cn-hangzhou.aliyuncs.com/video_str_model"
|
|
|
|
+#
|
|
|
|
+## 1 生产数据
|
|
|
|
+#/opt/apps/SPARK2/spark-2.4.8-hadoop3.2-1.0.8/bin/spark-class2 org.apache.spark.deploy.SparkSubmit \
|
|
|
|
+#--class com.aliyun.odps.spark.examples.makedata.makedata_01_readtable2hdfs \
|
|
|
|
+#--master yarn --driver-memory 1G --executor-memory 4G --executor-cores 2 --num-executors 16 \
|
|
|
|
+#./target/spark-examples-1.0.0-SNAPSHOT-shaded.jar \
|
|
|
|
+#tablePart:32 savePath:${savePath} beginStr:${yesterday} endStr:${yesterday}
|
|
|
|
+#
|
|
|
|
+## 2 加载上次模型 训练本轮数据 保存本轮模型
|
|
|
|
+#end_date=${today}
|
|
|
|
+#loop_date=${yesterday_early}
|
|
|
|
+#while [[ "$loop_date" != "$end_date" ]]; do
|
|
|
|
+# echo -------train ${loop_date}----------
|
|
|
|
+# loop_date_model=$(date -d "$loop_date - 1 day" +%Y%m%d)
|
|
|
|
+# $HADOOP fs -text ${savePath}/dt=${loop_date}/* | ${FM_TRAIN} -m ${MODEL_PATH}/${model_name}_${loop_date}.txt \
|
|
|
|
+#-dim 1,1,0 -core 8 -im ${MODEL_PATH}/${model_name}_${loop_date_model}.txt
|
|
|
|
+# echo -------save ${MODEL_PATH}/${model_name}_${loop_date}.txt----------
|
|
|
|
+# loop_date=$(date -d "$loop_date + 1 day" +%Y%m%d)
|
|
|
|
+#done
|
|
|
|
+#
|
|
|
|
+## 3 本轮模型格式转换
|
|
|
|
+#cat ${MODEL_PATH}/${model_name}_${yesterday}.txt \
|
|
|
|
+#| sed '1d' | awk -F " " '{if($2!="0") print $1"\t"$2}' \
|
|
|
|
+#> ${MODEL_PATH}/${model_name}_${yesterday}_change.txt
|
|
|
|
+#
|
|
|
|
+## 4 转换后模型上传oss
|
|
|
|
+#$HADOOP fs -rm -r oss://art-recommend.oss-cn-hangzhou.aliyuncs.com/video_str_model/${model_name}_change.txt
|
|
|
|
+#$HADOOP fs -put ${MODEL_PATH}/${model_name}_${yesterday}_change.txt ${OSS_PATH}/${model_name}_change.txt
|