Commit fee3b7d0 authored by 段英荣's avatar 段英荣

add batch_recommend_user

parent 0affd82d
...@@ -10,7 +10,7 @@ from libs.es import ESPerform ...@@ -10,7 +10,7 @@ from libs.es import ESPerform
class UserUtils(object): class UserUtils(object):
@classmethod @classmethod
def get_batch_attention_user_dict(cls,user_id_list,self_user_id): def get_batch_attention_user_list(cls,user_id_list,self_user_id):
""" """
:remark 批量用户 关注的 用户列表 :remark 批量用户 关注的 用户列表
:param user_id_list: :param user_id_list:
...@@ -32,17 +32,25 @@ class UserUtils(object): ...@@ -32,17 +32,25 @@ class UserUtils(object):
result_dict = ESPerform.get_search_results(ESPerform.get_cli(), "user", q, offset=0, size=len(user_id_list)) result_dict = ESPerform.get_search_results(ESPerform.get_cli(), "user", q, offset=0, size=len(user_id_list))
attention_user_dict = dict() self_attention_user_id_list = []
attention_user_dict_list = list()
for hit_item in result_dict["hits"]: for hit_item in result_dict["hits"]:
attention_user_dict = dict()
user_id = hit_item["_source"]["user_id"] user_id = hit_item["_source"]["user_id"]
if user_id == self_user_id:
self_attention_user_id_list = [item["user_id"] for item in hit_item["_source"]["attention_user_id_list"]]
else:
attention_user_id_list = [item["user_id"] for item in hit_item["_source"]["attention_user_id_list"]] attention_user_id_list = [item["user_id"] for item in hit_item["_source"]["attention_user_id_list"]]
attention_user_dict[user_id] = attention_user_id_list attention_user_dict[user_id] = attention_user_id_list
attention_user_dict_list.append(attention_user_dict)
return attention_user_dict return [self_attention_user_id_list,attention_user_dict_list]
except: except:
logging.error("catch exception,err_msg:%s" % traceback.format_exc()) logging.error("catch exception,err_msg:%s" % traceback.format_exc())
return dict() return ([],[])
@classmethod @classmethod
...@@ -170,7 +178,7 @@ class UserUtils(object): ...@@ -170,7 +178,7 @@ class UserUtils(object):
@classmethod @classmethod
def get_batch_recommend_user_dict(cls,need_filter_attention_user_id_list,attention_user_dict,self_user_id,offset,size): def get_batch_recommend_user_dict(cls,need_filter_attention_user_id_list,attention_user_dict_list,self_user_id,offset,size):
""" """
:remark 获取批量推荐用户 :remark 获取批量推荐用户
:param need_filter_attention_user_id_list: :param need_filter_attention_user_id_list:
...@@ -182,8 +190,10 @@ class UserUtils(object): ...@@ -182,8 +190,10 @@ class UserUtils(object):
""" """
try: try:
batch_query_list = list() batch_query_list = list()
for interesting_user_id in attention_user_dict: for interesting_user_item_dict in attention_user_dict_list:
for interesting_user_id in interesting_user_item_dict:
if interesting_user_id != self_user_id: if interesting_user_id != self_user_id:
logging.info("duan add,interesting_user_id:%d" % interesting_user_id)
filter_user_id_list = need_filter_attention_user_id_list filter_user_id_list = need_filter_attention_user_id_list
filter_user_id_list.append(interesting_user_id) filter_user_id_list.append(interesting_user_id)
...@@ -204,12 +214,12 @@ class UserUtils(object): ...@@ -204,12 +214,12 @@ class UserUtils(object):
} }
] ]
if len(attention_user_dict[interesting_user_id]) > 0: if len(interesting_user_item_dict[interesting_user_id]) > 0:
functions_list.append( functions_list.append(
{ {
"filter":{ "filter":{
"bool":{ "bool":{
"should":{"terms":{"user_id":attention_user_dict[interesting_user_id]}} "should":{"terms":{"user_id":interesting_user_item_dict[interesting_user_id]}}
} }
}, },
"weight":10 "weight":10
......
...@@ -55,15 +55,14 @@ def batch_recommend_user(self_user_id,interesting_user_id_list,offset=0,size=10) ...@@ -55,15 +55,14 @@ def batch_recommend_user(self_user_id,interesting_user_id_list,offset=0,size=10)
self_user_id = -1 self_user_id = -1
#获取关注用户列表 #获取关注用户列表
attention_user_dict = UserUtils.get_batch_attention_user_dict(interesting_user_id_list,self_user_id) (need_filter_attention_user_id_list, attention_user_dict_list) = UserUtils.get_batch_attention_user_list(interesting_user_id_list,self_user_id)
#去除自身及感兴趣的用户ID #去除自身及感兴趣的用户ID
need_filter_attention_user_id_list = attention_user_dict[self_user_id] if self_user_id in attention_user_dict else list()
need_filter_attention_user_id_list.append(self_user_id) need_filter_attention_user_id_list.append(self_user_id)
recommend_user_list = UserUtils.get_batch_recommend_user_dict(need_filter_attention_user_id_list=need_filter_attention_user_id_list,attention_user_dict=attention_user_dict, recommend_user_list = UserUtils.get_batch_recommend_user_dict(need_filter_attention_user_id_list=need_filter_attention_user_id_list,attention_user_dict_list=attention_user_dict_list,
self_user_id=self_user_id,offset=offset,size=size) self_user_id=self_user_id,offset=offset,size=size)
......
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