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Commit 27522627 authored by 段英荣's avatar 段英荣
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调试

parent 0be843a1
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linucb/core/Linucb.py
View file @ 27522627
...@@ -22,8 +22,8 @@ import time ...@@ -22,8 +22,8 @@ import time
class LinUCB: class LinUCB:
d = 2 d = 2
alpha = 10 alpha = 2
r1 = 10 r1 = 0.1
r0 = -0.1 r0 = -0.1
default_tag_list = list() default_tag_list = list()
......
tools/generate_content_user_feature.py
View file @ 27522627
...@@ -224,60 +224,60 @@ if __name__ == "__main__": ...@@ -224,60 +224,60 @@ if __name__ == "__main__":
linucb_matrix_redis_name = "strategy:linucb:matrix:content_type:diary" 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 = []
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)
print("*"*50)
LinUCB.update_linucb_info(user_features=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)
# #
# diary_click_file = "/data/log/duan_test/feed_query_data/feed_click_info.txt" # test_count = 50
# diary_fd = open(diary_click_file,"r") # while test_count:
# # begin=time.time()
# for line in diary_fd.readlines(): # test_feature = [user_feature_list[0],user_feature_list[0]]
# line = line.strip() # print(test_feature)
# line = line.strip("\n") # all_diary_content_redis_dict = redis_client.hgetall("strategy:linucb:matrix:content_type:diary")
# line = line.strip("\r") # top_tag_dict, top_tag_set = LinUCB.linucb_recommend_tag(all_diary_content_redis_dict,test_feature,list(all_diary_content_redis_dict.keys()))
# line = line.strip(" ") # print(time.time()-begin)
# # print(top_tag_dict)
# 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 = [] # for diary_id in top_tag_set:
# if len(user_feature_list)>0 and len(content_feature_list)>0: # update_feature_list = [user_feature_list[0]]
# offi_context_feature_list.append(user_feature_list[0]) # content_feature_list = Generate_Feature_Info.get_content_feature(diary_id)
# offi_context_feature_list.append(content_feature_list[0]) # if len(content_feature_list)>0:
# update_feature_list.append(content_feature_list[0])
# print(update_feature_list)
# LinUCB.update_linucb_info(user_features=update_feature_list,reward=1,content_id=diary_id,redis_name_linucb_matrix=linucb_matrix_redis_name,redis_cli=redis_client)
# #
# print(offi_context_feature_list) # test_count -= 1
# print("*"*50) # print("*"*50)
# LinUCB.update_linucb_info(user_features=offi_context_feature_list,reward=1,content_id=diary_id, # time.sleep(2)
# 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)
test_count = 50
while test_count:
begin=time.time()
test_feature = [user_feature_list[0],user_feature_list[0]]
print(test_feature)
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_feature,list(all_diary_content_redis_dict.keys()))
print(time.time()-begin)
print(top_tag_dict)
for diary_id in top_tag_set:
update_feature_list = [user_feature_list[0]]
content_feature_list = Generate_Feature_Info.get_content_feature(diary_id)
if len(content_feature_list)>0:
update_feature_list.append(content_feature_list[0])
print(update_feature_list)
LinUCB.update_linucb_info(user_features=update_feature_list,reward=1,content_id=diary_id,redis_name_linucb_matrix=linucb_matrix_redis_name,redis_cli=redis_client)
test_count -= 1
print("*"*50)
time.sleep(2)
# begin=time.time() # begin=time.time()
# test_feature = [1,2] # test_feature = [1,2]
......
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