import traceback from typing import List, Dict from pymongo import UpdateOne from pydantic import Field import pandas as pd from .task import Task from utils import * from model import GBaseModel, MdbObjectId class SummaryFunc(Task): """ 功能分析 """ class Model(GBaseModel): id: MdbObjectId = Field(..., title="id", alias='_id') prize: List[Dict] = Field(None, title='奖励') need: List[Dict] = Field(None, title='消耗') ftype: str = Field(..., title='功能') data: dict = Field(None, title='功能数据') cdate: int = Field(..., title='当天0点') def cleaning(self, cursor_list): for cursor in cursor_list: # type:dict for source_coll, ts in cursor.items(): # type:str,dict if ts['cursor_st'] == ts['cursor_et']: continue logger.info(f'开始处理{self.game_name} 处理 {source_coll} 游标 {ts}') where = { '_event_name': 'Func', '_event_time': { '$gte': ts['cursor_st'], '$lt': ts['cursor_et'], } } projection = self.Model.get_fields() bulk_data = [] cdate = int(pd.Timestamp(ts['cursor_st'], unit='s', tz=self.timezone).normalize().timestamp()) for item in self.local_db[source_coll].find(where, projection): try: item['cdate'] = cdate model = self.Model(**item) data = model.dict(by_alias=True) bulk_data.append(UpdateOne({'_id': data['_id']}, {'$set': data}, upsert=True)) except Exception as e: msg = traceback.format_exc() ddsend_msg(f'ftype {item["ftype"]} 字段异常 {msg}') logger.error(f'ftype {item["ftype"]} 字段异常 {msg}') if bulk_data: self.local_db[self.dest_coll].bulk_write(bulk_data, ordered=False) self.remote_db[self.dest_coll].bulk_write(bulk_data, ordered=False) self.set_cursor(cursor_st=ts['cursor_st'], cursor_et=ts['cursor_et'])