美购精排模型

shell/service_train_upload.sh

+modelPath = /srv/apps/serviceRec/models/service
+
+source /srv/envs/serviceRec/bin/activate
+rm -rf $modelPath
+python /srv/apps/serviceRec/train/train_service.py > /srv/apps/serviceRec/logs/train_service_log.log
+
+#文件打包
+logging "tar -czvf model_service.tar.gz $modelPath start... "
+tar -czvf model_service.tar.gz $modelPath
+logging "tar -czvf model_service.tar.gz $modelPath success... "
+#上传至coding
+curl -T model_service.tar.gz -u guoyu@igengmei.com:Gengmei123! "https://gengmei-generic.pkg.coding.net/tob/mode/service"
+logging "upload model_service.tar.gz success... "
+

shell/train_service.sh

-source /srv/envs/serviceRec/bin/activate
-python /srv/apps/serviceRec/models/train_service.py > /srv/apps/serviceRec/models/train_service_log.log
\ No newline at end of file

models/train_service.py → train/train_service.py

@@ -18,10 +18,10 @@ one_hot_columns = ["item_"+c for c in ["service_type","doctor_type","doctor_famo
 # data_path_train = "/Users/zhigangzheng/Desktop/work/guoyu/service_sort/train/part-00000-a61205d1-ad4e-4fa7-895d-ad8db41189e6-c000.csv"
 # data_path_test = "/Users/zhigangzheng/Desktop/work/guoyu/service_sort/train/part-00000-a61205d1-ad4e-4fa7-895d-ad8db41189e6-c000.csv"
 
-version = "v1"
+version = time.strftime("%Y%m%d", time.localtime())
 data_path_train = "/data/files/service_feature_{}_train.csv".format(version)
 data_path_test = "/data/files/service_feature_{}_test.csv".format(version)
-model_file = "service/1"
+model_file = "../models/service/" + version
 
 def is_float(s):
     try: