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@@ -1,6 +1,7 @@
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"""
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@author: luojunhui
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"""
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+import json
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from applications.functions import ArticleRank
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from applications.functions import title_sim_v2_by_list
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@@ -55,8 +56,8 @@ class AccountArticleRank(object):
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self.strategy = self.params["strategy"]
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self.publishNum = self.params["publishNum"]
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self.publishArticleList = self.params["publishArticleList"]
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- self.title_list = [i["title"] for i in self.publishArticleList]
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- self.content_list = [i["content"] for i in self.publishArticleList]
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+ # self.title_list = [i["title"] for i in self.publishArticleList]
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+ # self.content_list = [i["content"] for i in self.publishArticleList]
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return None
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except Exception as e:
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response = {
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@@ -66,53 +67,135 @@ class AccountArticleRank(object):
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}
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return response
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+ async def basic_rank(self):
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+ # 第一步把所有文章标题分为3组
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+ article_list1_ori = [i for i in self.publishArticleList if "【1】" in i['producePlanName']]
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+ article_list2_ori = [i for i in self.publishArticleList if "【2】" in i['producePlanName']]
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+ article_list3_ori = [i for i in self.publishArticleList if not i in article_list1_ori and not i in article_list2_ori]
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+
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+ # 全局去重,保留优先级由 L1 --> L2 --> L3
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+ hash_map = {}
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+
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+ article_list1 = []
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+ for i in article_list1_ori:
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+ title = i['title']
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+ if hash_map.get(title):
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+ continue
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+ else:
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+ article_list1.append(i)
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+ hash_map[title] = 1
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+
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+ article_list2 = []
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+ for i in article_list2_ori:
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+ title = i['title']
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+ if hash_map.get(title):
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+ continue
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+ else:
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+ article_list2.append(i)
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+ hash_map[title] = 2
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+
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+ article_list3 = []
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+ for i in article_list3_ori:
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+ title = i['title']
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+ if hash_map.get(title):
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+ continue
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+ else:
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+ article_list3.append(i)
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+ hash_map[title] = 1
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+
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+ # 第二步对article_list1, article_list3按照得分排序, 对article_list2按照播放量排序
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+ if article_list1:
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+ rank1 = ArticleRank().rank(
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+ account_list=[self.accountName],
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+ text_list=[i['title'] for i in article_list1]
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+ )
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+ score_list1 = rank1[self.accountName]['score_list']
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+ ranked_1 = []
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+ for index, value in enumerate(score_list1):
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+ obj = article_list1[index]
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+ obj['score'] = value + 1000
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+ ranked_1.append(obj)
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+ ranked_1 = [i for i in ranked_1 if not has_same(i['title'], self.accountName)]
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+ ranked_1 = sorted(ranked_1, key=lambda x:x['score'], reverse=True)
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+ else:
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+ ranked_1 = []
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+ # rank2
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+ if article_list2:
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+ article_list2 = [i for i in article_list2 if not has_same(i['title'], self.accountName)]
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+ for item in article_list2:
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+ item['score'] = 100
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+ ranked_2 = sorted(article_list2, key=lambda x:x['crawlerViewCount'], reverse=True)
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+ else:
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+ ranked_2 = []
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+
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+ # rank3
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+ if article_list3:
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+ rank3 = ArticleRank().rank(
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+ account_list=[self.accountName],
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+ text_list=[i['title'] for i in article_list3]
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+ )
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+ score_list3 = rank3[self.accountName]['score_list']
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+ ranked_3 = []
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+ for index, value in enumerate(score_list3):
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+ obj = article_list3[index]
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+ obj['score'] = value
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+ ranked_3.append(obj)
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+ ranked_3 = [i for i in ranked_3 if not has_same(i['title'], self.accountName)]
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+ ranked_3 = sorted(ranked_3, key=lambda x:x['score'], reverse=True)
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+ else:
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+ ranked_3 = []
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+ return ranked_1, ranked_2, ranked_3
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+
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+
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async def rank_v1(self):
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"""
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Rank Version 1
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:return:
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"""
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try:
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- rank_info = ArticleRank().rank(
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- account_list=[self.accountName], text_list=self.title_list
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- )
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- score_list = rank_info[self.accountName]["score_list"]
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- title_score_dict = {}
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-
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- for index, item in enumerate(self.title_list):
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- title_score_dict[item] = score_list[index]
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-
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- result_list = []
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- for obj in self.publishArticleList:
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- if title_score_dict.get(obj["title"]):
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- produce_plan_name = obj["producePlanName"]
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- if "【1】" in produce_plan_name:
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- obj["score"] = title_score_dict[obj["title"]] + 1000
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- elif "【2】" in produce_plan_name:
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- obj["score"] = title_score_dict[obj["title"]] + 100
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- else:
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- obj["score"] = title_score_dict[obj["title"]]
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- result_list.append(obj)
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-
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- sorted_list = sorted(result_list, key=lambda x: x["score"], reverse=True)
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- result = {
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- "accountId": self.accountId,
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- "accountName": self.accountName,
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- "ghId": self.ghId,
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- "strategy": self.strategy,
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- "publishNum": self.publishNum,
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- "rank_list": sorted_list[: self.publishNum],
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- }
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- except Exception as e:
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- result = {
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- "accountId": self.accountId,
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- "accountName": self.accountName,
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- "ghId": self.ghId,
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- "strategy": self.strategy,
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- "publishNum": self.publishNum,
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- "rank_list": self.publishArticleList[: self.publishNum],
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- }
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- response = {"status": "Rank Success", "data": result, "code": 1}
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- return response
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+ ranked_1, ranked_2, ranked_3 = await self.basic_rank()
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+ # 还要全局去重
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+
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+ try:
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+ L = []
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+ if ranked_1:
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+ L.append(ranked_1[0])
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+ if ranked_2:
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+ L.append(ranked_2[0])
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+ else:
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+ if ranked_2:
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+ if len(ranked_2) > 1:
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+ for i in ranked_2[:2]:
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+ L.append(i)
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+ else:
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+ L.append(ranked_2[0])
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+ for item in ranked_3:
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+ L.append(item)
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+
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+ result = {
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+ "accountId": self.accountId,
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+ "accountName": self.accountName,
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+ "ghId": self.ghId,
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+ "strategy": self.strategy,
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+ "publishNum": self.publishNum,
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+ "rank_list": L[:self.publishNum],
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+ }
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+ response = {"status": "Rank Success", "data": result, "code": 1}
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+ except Exception as e:
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+ result = {
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+ "accountId": self.accountId,
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+ "accountName": self.accountName,
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+ "ghId": self.ghId,
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+ "strategy": self.strategy,
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+ "publishNum": self.publishNum,
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+ "rank_list": self.publishArticleList[: self.publishNum],
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+ }
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+ response = {"status": "Rank Fail", "data": result, "code": 1}
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+
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+ return response
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+ except:
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+ result = {"code": 2, "info": "account is not exist"}
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+ return result
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async def rank_v2(self):
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"""
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@@ -168,11 +251,7 @@ class AccountArticleRank(object):
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if error_params:
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return error_params
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else:
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- try:
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- self.title_list = [
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- i for i in self.title_list if not has_same(i, self.accountName)
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- ]
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- return await self.choose_strategy()
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- except Exception as e:
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- result = {"code": 2, "info": "account is not exist"}
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- return result
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+ return await self.choose_strategy()
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+ # except Exception as e:
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+ # result = {"code": 2, "info": "account is not exist"}
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+ # return result
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