|
@@ -0,0 +1,315 @@
|
|
|
+import json
|
|
|
+import time
|
|
|
+import urllib.parse
|
|
|
+from tqdm import tqdm
|
|
|
+
|
|
|
+from pymysql.cursors import DictCursor
|
|
|
+
|
|
|
+from applications.db import DatabaseConnector
|
|
|
+from applications.utils import str_to_md5
|
|
|
+from cold_start.crawler.wechat import get_article_detail
|
|
|
+from config import denet_config, long_articles_config, piaoquan_crawler_config
|
|
|
+
|
|
|
+
|
|
|
+class FwhDataRecycle:
|
|
|
+ RECYCLE_INIT_STATUS = 0
|
|
|
+ RECYCLE_PROCESSING_STATUS = 1
|
|
|
+ RECYCLE_SUCCESS_STATUS = 2
|
|
|
+ RECYCLE_FAILED_STATUS = 99
|
|
|
+
|
|
|
+ PUBLISH_SUCCESS_STATUS = 2
|
|
|
+
|
|
|
+ STAT_PERIOD = 2 * 24 * 3600
|
|
|
+
|
|
|
+ def __init__(self):
|
|
|
+ self.denet_client = DatabaseConnector(denet_config)
|
|
|
+ self.denet_client.connect()
|
|
|
+
|
|
|
+ self.long_articles_client = DatabaseConnector(long_articles_config)
|
|
|
+ self.long_articles_client.connect()
|
|
|
+
|
|
|
+ self.piaoquan_client = DatabaseConnector(piaoquan_crawler_config)
|
|
|
+ self.piaoquan_client.connect()
|
|
|
+
|
|
|
+ def get_group_server_accounts(self):
|
|
|
+ fetch_query = f"""
|
|
|
+ select gzh_id from article_gzh_developer;
|
|
|
+ """
|
|
|
+ fetch_response = self.piaoquan_client.fetch(fetch_query, cursor_type=DictCursor)
|
|
|
+ gh_id_list = [i["gzh_id"] for i in fetch_response]
|
|
|
+ # gh_id_list = ['gh_5e543853d8f0']
|
|
|
+ return gh_id_list
|
|
|
+
|
|
|
+
|
|
|
+class FwhGroupPublishRecordManager(FwhDataRecycle):
|
|
|
+
|
|
|
+ def get_published_articles(self):
|
|
|
+ fetch_query = f"""
|
|
|
+ select id, publish_content_id, gh_id, user_group_id
|
|
|
+ from long_articles_group_send_result
|
|
|
+ where status = %s and recycle_status = %s;
|
|
|
+ """
|
|
|
+ fetch_response = self.long_articles_client.fetch(
|
|
|
+ query=fetch_query,
|
|
|
+ cursor_type=DictCursor,
|
|
|
+ params=(self.PUBLISH_SUCCESS_STATUS, self.RECYCLE_INIT_STATUS),
|
|
|
+ )
|
|
|
+ return fetch_response
|
|
|
+
|
|
|
+ def get_article_url_from_aigc_system(self, publish_content_id, user_group_id):
|
|
|
+ sql = f"""
|
|
|
+ select t1.publish_stage_url
|
|
|
+ from publish_content_stage_url t1
|
|
|
+ left join publish_content t2 on t1.publish_content_id = t2.id
|
|
|
+ where t1.publish_content_id = %s and t1.user_group_id = %s;
|
|
|
+ """
|
|
|
+ article_info = self.denet_client.fetch(
|
|
|
+ sql,
|
|
|
+ cursor_type=DictCursor,
|
|
|
+ params=(publish_content_id, user_group_id),
|
|
|
+ )
|
|
|
+ if article_info:
|
|
|
+ return article_info[0]
|
|
|
+ else:
|
|
|
+ return None
|
|
|
+
|
|
|
+ def update_recycle_status(self, record_id, ori_status, new_status):
|
|
|
+ update_query = f"""
|
|
|
+ update long_articles_group_send_result
|
|
|
+ set recycle_status = %s
|
|
|
+ where id = %s and recycle_status = %s;
|
|
|
+ """
|
|
|
+ return self.long_articles_client.save(
|
|
|
+ update_query, (new_status, record_id, ori_status)
|
|
|
+ )
|
|
|
+
|
|
|
+ def set_article_url(self, record_id, article_url):
|
|
|
+ update_query = f"""
|
|
|
+ update long_articles_group_send_result
|
|
|
+ set url = %s, recycle_status = %s
|
|
|
+ where id = %s and recycle_status = %s;
|
|
|
+ """
|
|
|
+ return self.long_articles_client.save(
|
|
|
+ query=update_query,
|
|
|
+ params=(
|
|
|
+ article_url,
|
|
|
+ self.RECYCLE_SUCCESS_STATUS,
|
|
|
+ record_id,
|
|
|
+ self.RECYCLE_PROCESSING_STATUS,
|
|
|
+ ),
|
|
|
+ )
|
|
|
+
|
|
|
+ def deal(self):
|
|
|
+ publish_records = self.get_published_articles()
|
|
|
+ for publish_record in tqdm(publish_records):
|
|
|
+ publish_content_id = publish_record["publish_content_id"]
|
|
|
+ record_id = publish_record["id"]
|
|
|
+ group_id = publish_record["user_group_id"]
|
|
|
+ # lock
|
|
|
+ self.update_recycle_status(
|
|
|
+ record_id, self.RECYCLE_INIT_STATUS, self.RECYCLE_PROCESSING_STATUS
|
|
|
+ )
|
|
|
+
|
|
|
+ publish_call_back_info = self.get_article_url_from_aigc_system(
|
|
|
+ publish_content_id, group_id
|
|
|
+ )
|
|
|
+ if publish_call_back_info:
|
|
|
+ article_url = publish_call_back_info["publish_stage_url"]
|
|
|
+ if article_url:
|
|
|
+ # set record and unlock
|
|
|
+ self.set_article_url(record_id, article_url)
|
|
|
+ else:
|
|
|
+ # unlock
|
|
|
+ self.update_recycle_status(
|
|
|
+ record_id,
|
|
|
+ self.RECYCLE_PROCESSING_STATUS,
|
|
|
+ self.RECYCLE_INIT_STATUS,
|
|
|
+ )
|
|
|
+ else:
|
|
|
+ # unlock
|
|
|
+ self.update_recycle_status(
|
|
|
+ record_id, self.RECYCLE_PROCESSING_STATUS, self.RECYCLE_INIT_STATUS
|
|
|
+ )
|
|
|
+
|
|
|
+
|
|
|
+class SaveFwhDataToDatabase(FwhDataRecycle):
|
|
|
+
|
|
|
+ def update_article_read_cnt(self, wx_sn, new_read_cnt):
|
|
|
+ """
|
|
|
+ update article read cnt
|
|
|
+ """
|
|
|
+ if new_read_cnt <= 0:
|
|
|
+ return 0
|
|
|
+
|
|
|
+ update_query = f"""
|
|
|
+ update official_articles_v2
|
|
|
+ set show_view_count = %s
|
|
|
+ where wx_sn = %s;
|
|
|
+ """
|
|
|
+ return self.piaoquan_client.save(update_query, (new_read_cnt, wx_sn))
|
|
|
+
|
|
|
+ def save_data_to_database(self, article):
|
|
|
+ """
|
|
|
+ save data to db
|
|
|
+ """
|
|
|
+ insert_query = f"""
|
|
|
+ insert into official_articles_v2
|
|
|
+ (ghId, accountName, appMsgId, title, Type, createTime, updateTime, ItemIndex, ContentUrl, show_view_count,
|
|
|
+ wx_sn, title_md5, article_group, channel_content_id, root_source_id_list, publish_timestamp)
|
|
|
+ values (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s);
|
|
|
+ """
|
|
|
+ return self.piaoquan_client.save(insert_query, article)
|
|
|
+
|
|
|
+ def get_stat_published_articles(self, gh_id):
|
|
|
+ earliest_timestamp = int(time.time()) - self.STAT_PERIOD
|
|
|
+ fetch_query = f"""
|
|
|
+ select publish_date, account_name, gh_id, user_group_id, url, publish_timestamp
|
|
|
+ from long_articles_group_send_result
|
|
|
+ where gh_id = %s and recycle_status = %s and create_time > %s;
|
|
|
+ """
|
|
|
+ return self.long_articles_client.fetch(
|
|
|
+ fetch_query,
|
|
|
+ DictCursor,
|
|
|
+ (gh_id, self.RECYCLE_SUCCESS_STATUS, earliest_timestamp),
|
|
|
+ )
|
|
|
+
|
|
|
+ def process_each_account_data(self, account_published_article_list):
|
|
|
+ if not account_published_article_list:
|
|
|
+ return
|
|
|
+
|
|
|
+ for article in account_published_article_list:
|
|
|
+ account_name = article["account_name"]
|
|
|
+ gh_id = article["gh_id"]
|
|
|
+ user_group_id = article["user_group_id"]
|
|
|
+ url = article["url"]
|
|
|
+ # get article detail info with spider
|
|
|
+
|
|
|
+ try:
|
|
|
+ article_detail_info = get_article_detail(
|
|
|
+ url, is_count=True, is_cache=False
|
|
|
+ )
|
|
|
+ time.sleep(1)
|
|
|
+ content_url = article_detail_info["data"]["data"]["content_link"]
|
|
|
+ app_msg_id = content_url.split("mid=")[-1].split("&")[0]
|
|
|
+ wx_sn = content_url.split("sn=")[-1]
|
|
|
+ publish_timestamp = int(
|
|
|
+ article_detail_info["data"]["data"]["publish_timestamp"] / 1000
|
|
|
+ )
|
|
|
+ create_time = publish_timestamp
|
|
|
+ update_time = publish_timestamp
|
|
|
+ item_index = article_detail_info["data"]["data"]["item_index"]
|
|
|
+ show_view_count = article_detail_info["data"]["data"]["view_count"]
|
|
|
+ title = article_detail_info["data"]["data"]["title"]
|
|
|
+ title_md5 = str_to_md5(title)
|
|
|
+ channel_content_id = article_detail_info["data"]["data"][
|
|
|
+ "channel_content_id"
|
|
|
+ ]
|
|
|
+ mini_program_info = article_detail_info["data"]["data"]["mini_program"]
|
|
|
+ root_source_id_list = [
|
|
|
+ urllib.parse.parse_qs(urllib.parse.unquote(i["path"]))[
|
|
|
+ "rootSourceId"
|
|
|
+ ][0]
|
|
|
+ for i in mini_program_info
|
|
|
+ ]
|
|
|
+ root_source_id_list = json.dumps(root_source_id_list)
|
|
|
+ try:
|
|
|
+ self.save_data_to_database(
|
|
|
+ article=(
|
|
|
+ gh_id,
|
|
|
+ account_name,
|
|
|
+ app_msg_id,
|
|
|
+ title,
|
|
|
+ "9",
|
|
|
+ create_time,
|
|
|
+ update_time,
|
|
|
+ item_index,
|
|
|
+ content_url,
|
|
|
+ show_view_count,
|
|
|
+ wx_sn,
|
|
|
+ title_md5,
|
|
|
+ user_group_id,
|
|
|
+ channel_content_id,
|
|
|
+ root_source_id_list,
|
|
|
+ publish_timestamp,
|
|
|
+ )
|
|
|
+ )
|
|
|
+ except Exception as e:
|
|
|
+ self.update_article_read_cnt(wx_sn, show_view_count)
|
|
|
+ except Exception as e:
|
|
|
+ print(f"article {url} is not available, skip it")
|
|
|
+ print(e)
|
|
|
+
|
|
|
+ def deal(self):
|
|
|
+ account_id_list = self.get_group_server_accounts()
|
|
|
+ for account_id in account_id_list:
|
|
|
+ publish_articles = tqdm(
|
|
|
+ self.get_stat_published_articles(account_id),
|
|
|
+ desc=f"<crawling> {account_id}",
|
|
|
+ )
|
|
|
+ self.process_each_account_data(publish_articles)
|
|
|
+
|
|
|
+
|
|
|
+class FwhDataExportTemp(FwhDataRecycle):
|
|
|
+
|
|
|
+ def get_publish_articles(self, gh_id):
|
|
|
+ sql = f"""
|
|
|
+ -- select accountName, title, article_group, ItemIndex, show_view_count, from_unixtime(createTime, '%Y-%m-%d'), root_source_id_list
|
|
|
+ select accountName, ContentUrl, title, ItemIndex, from_unixtime(createTime, '%Y-%m-%d'), sum(show_view_count), group_concat(article_group) as 'group', root_source_id_list
|
|
|
+ from official_articles_v2
|
|
|
+ where from_unixtime(publish_timestamp) between '2025-06-09' and '2025-06-13'
|
|
|
+ and ghId = '{gh_id}' and article_group is not null
|
|
|
+ group by accountName, title, ItemIndex;
|
|
|
+ """
|
|
|
+ return self.piaoquan_client.fetch(query=sql, cursor_type=DictCursor)
|
|
|
+
|
|
|
+ def get_fission_info(self, root_source_id_list):
|
|
|
+ """
|
|
|
+ 获取裂变信息
|
|
|
+ """
|
|
|
+ root_source_id_tuple = tuple(json.loads(root_source_id_list))
|
|
|
+ query = f"""
|
|
|
+ select sum(uv) as 'uv', sum(first_uv) as 'first_uv', sum(split_uv) as 'split_uv', sum(split0) as 'T+0_fission'
|
|
|
+ from changwen_data_rootsourceid
|
|
|
+ where root_source_id
|
|
|
+ in %s;
|
|
|
+ """
|
|
|
+ return self.long_articles_client.fetch(
|
|
|
+ query=query, cursor_type=DictCursor, params=(root_source_id_tuple,)
|
|
|
+ )
|
|
|
+
|
|
|
+ def get_fans_num(self, gh_id, group_id_tuple):
|
|
|
+ sql = f"""
|
|
|
+ select count(1) as 'fans_count'
|
|
|
+ from article_user_group
|
|
|
+ where gzh_id = %s and user_group_id in %s
|
|
|
+ and is_delete = 0;
|
|
|
+ """
|
|
|
+ return self.piaoquan_client.fetch(
|
|
|
+ query=sql, cursor_type=DictCursor, params=(gh_id, group_id_tuple)
|
|
|
+ )
|
|
|
+
|
|
|
+ def deal(self):
|
|
|
+ import pandas as pd
|
|
|
+
|
|
|
+ gh_id_list = self.get_group_server_accounts()
|
|
|
+ L = []
|
|
|
+ for gh_id in gh_id_list:
|
|
|
+ publish_articles = self.get_publish_articles(gh_id)
|
|
|
+ for article in publish_articles:
|
|
|
+ try:
|
|
|
+ group_id_tuple = tuple(article["group"].split(","))
|
|
|
+ fans_count = self.get_fans_num(gh_id, group_id_tuple)[0][
|
|
|
+ "fans_count"
|
|
|
+ ]
|
|
|
+ root_source_id_list = article["root_source_id_list"]
|
|
|
+ fission_info = self.get_fission_info(root_source_id_list)
|
|
|
+ article["uv"] = fission_info[0]["uv"]
|
|
|
+ article["first_uv"] = fission_info[0]["first_uv"]
|
|
|
+ article["split_uv"] = fission_info[0]["split_uv"]
|
|
|
+ article["T+0_fission"] = fission_info[0]["T+0_fission"]
|
|
|
+ article["fans_count"] = fans_count
|
|
|
+ L.append(article)
|
|
|
+ except Exception as e:
|
|
|
+ print(f"article {article['ContentUrl']} is not available, skip it")
|
|
|
+ df = pd.DataFrame(L)
|
|
|
+ df.to_csv("temp2.csv", index=False)
|