59 lines
2.4 KiB
Python
59 lines
2.4 KiB
Python
import traceback
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from pymongo import UpdateOne
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from pydantic import Field
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import pandas as pd
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from .task import Task
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from utils import *
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from model import GBaseModel, IntStr, MdbObjectId
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class SummaryFunnel(Task):
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"""
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功能分析
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"""
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class Model(GBaseModel):
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id: MdbObjectId = Field(..., title="id", alias='_id')
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cdate: int = Field(..., title='当天0点')
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def cleaning(self, cursor_list):
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funnel_conf = self.local_db['attr'].find_one({'pname': 'funnel'}, {'data': True})
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if not funnel_conf:
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ddsend_msg(f'{self.game_name} 请设置漏斗配置')
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return
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step_list = list({step['cond']['step'] for step in funnel_conf['data']['steps'] if step['cond']['step']})
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for cursor in cursor_list: # type:dict
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for source_coll, ts in cursor.items(): # type:str,dict
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if ts['cursor_st'] == ts['cursor_et']:
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continue
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logger.info(f'开始处理{self.game_name} 处理 {source_coll} 游标 {ts}')
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where = {
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'_event_name': 'Guide',
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'step': {'$in': step_list},
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'_event_time': {
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'$gte': ts['cursor_st'],
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'$lt': ts['cursor_et'],
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}
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}
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bulk_data = []
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for item in self.local_db[source_coll].find(where): # 所有字段
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try:
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item['cdate'] = int(pd.Timestamp(item['_event_time'], unit='s', tz=self.timezone) \
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.normalize().timestamp())
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model = self.Model(**item)
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data = model.dict(by_alias=True)
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data.update(item)
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bulk_data.append(UpdateOne({'_id': data['_id']}, {'$set': data}, upsert=True))
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except Exception as e:
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msg = traceback.format_exc()
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ddsend_msg(f'{self.game_name}.{source_coll}字段异常 {msg}')
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logger.error(repr(e))
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if bulk_data:
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self.local_db[self.dest_coll].bulk_write(bulk_data, ordered=False)
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self.remote_db[self.dest_coll].bulk_write(bulk_data, ordered=False)
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self.set_cursor(cursor_st=ts['cursor_st'], cursor_et=ts['cursor_et'])
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