调试

tools/generate_content_user_feature.py

@@ -223,32 +223,44 @@ if __name__ == "__main__":
 
     linucb_matrix_redis_name = "strategy:linucb:matrix:content_type:diary"
 
-    diary_click_file = "/data/log/duan_test/feed_query_data/feed_click_info.txt"
-    diary_fd = open(diary_click_file,"r")
-
-    for line in diary_fd.readlines():
-        line = line.strip()
-        line = line.strip("\n")
-        line = line.strip("\r")
-        line = line.strip(" ")
-
-        item_list = line.split(",")
-        device_id = item_list[3]
-        diary_id = item_list[4]
-        Generate_Feature_Info.generate_user_feature_to_redis(device_id, label_encoder,onehot_encoder)
-
-        user_feature_list = Generate_Feature_Info.get_user_feature_by_device_id(device_id)
-        content_feature_list = Generate_Feature_Info.get_content_feature(diary_id)
-
-        offi_context_feature_list = list()
-        if len(user_feature_list)>0 and len(content_feature_list)>0:
-            offi_context_feature_list.append(user_feature_list[0])
-            offi_context_feature_list.append(content_feature_list[0])
-
-        print(offi_context_feature_list)
-        LinUCB.update_linucb_info(user_features_array=offi_context_feature_list,reward=1,content_id=diary_id,
-                                  redis_name_linucb_matrix=linucb_matrix_redis_name,redis_cli=redis_client)
-    diary_fd.close()
+    # diary_click_file = "/data/log/duan_test/feed_query_data/feed_click_info.txt"
+    # diary_fd = open(diary_click_file,"r")
+    #
+    # for line in diary_fd.readlines():
+    #     line = line.strip()
+    #     line = line.strip("\n")
+    #     line = line.strip("\r")
+    #     line = line.strip(" ")
+    #
+    #     item_list = line.split(",")
+    #     device_id = item_list[3]
+    #     diary_id = item_list[4]
+    #     Generate_Feature_Info.generate_user_feature_to_redis(device_id, label_encoder,onehot_encoder)
+    #
+    #     user_feature_list = Generate_Feature_Info.get_user_feature_by_device_id(device_id)
+    #     content_feature_list = Generate_Feature_Info.get_content_feature(diary_id)
+    #
+    #     offi_context_feature_list = list()
+    #     if len(user_feature_list)>0 and len(content_feature_list)>0:
+    #         offi_context_feature_list.append(user_feature_list[0])
+    #         offi_context_feature_list.append(content_feature_list[0])
+    #
+    #     print(offi_context_feature_list)
+    #     LinUCB.update_linucb_info(user_features_array=offi_context_feature_list,reward=1,content_id=diary_id,
+    #                               redis_name_linucb_matrix=linucb_matrix_redis_name,redis_cli=redis_client)
+    # diary_fd.close()
+
+
+    duan_device_id="868771031984211"
+    user_feature_list = Generate_Feature_Info.get_user_feature_by_device_id(duan_device_id)
+
+    begin=time.time()
+    test_feature = [user_feature_list[0],user_feature_list[0]]
+    all_diary_content_redis_dict = redis_client.hgetall("strategy:linucb:matrix:content_type:diary")
+    top_tag_dict, top_tag_set = LinUCB.linucb_recommend_tag(all_diary_content_redis_dict,test_user_feature,list(all_diary_content_redis_dict.keys()))
+    print(time.time()-begin)
+    print(top_tag_dict)
+
     # test_val_list = ["切开双眼皮"]
     #
     # label_results_list = label_encoder.transform(test_val_list)