python asyncio 异步实现mongodb数据转xls文件

from pymongo import MongoClient
import asyncio
import xlwt
import json

class Mongodb_Transfer_Excel():
    def __init__(self, db_name, table_name, ip='127.0.0.1', port=27017, excel_format=None, mongodb_type=None):
        """

        :param db_name: 数据库名
        :param table_name: 数据表名
        :param ip: IP
        :param port: 端口
        :param excel_format: 数据需求的字段:{'content': 0, 'field': 1}
        """
        self.ip = ip
        self.port = port
        self.db_name = db_name
        self.table_name = table_name
        self.excel_format = excel_format  # excel_format如:{'content': 0, 'field': 1}
        self.wbk = xlwt.Workbook()
        self.sheet = self.wbk.add_sheet(self.table_name)
        self.mongodb_type = mongodb_type
        self.loop = asyncio.get_event_loop()

    def db_conn(self):
        """
        创建数据库连接
        :return:
        """
        conn = MongoClient(self.ip, self.port)
        db = conn[self.db_name]  # 连接mydb数据库,没有则自动创建
        conn = db[self.table_name]  # 使用test_set集合,没有则自动创建
        return conn

    def find_data(self):
        """
        获取mongdb数据
        :return:
        """
        rows = self.db_conn().find()
        return rows

    def create_excel(self):
        """
        根据self.excel_format生成execl
        :return:
        """
        if self.excel_format:
            excel_format = self.excel_format
        else:
            excel_format = {'content': 0, 'content1': 1, 'title': 2, "weixin_code": 3, "weixin_name": 4, "type": 5,  'pubtime': 6}
            self.excel_format = excel_format
        for key, value in excel_format.items():
            self.sheet.write(0, value,  key)
        self.wbk.save('{}.xls'.format(self.table_name))

    async def parse_rows(self, i, row):
                dic = dict()
                dic['cloumn'] = i
                if 'user' in row:
                    user_info = row.get('user')
                    if 'description' in user_info:
                        dic['description'] = user_info['description']
                    if 'screenName' in user_info:
                        dic['screenName'] = user_info['screenName']
                if 'result' in row:
                    result = row['result']
                    if isinstance(result, str):
                        result = json.loads(result)
                    content = result.get('content').replace('\n', '')
                    if len(content) > 2000:
                        dic['content'] = content[0: 2000]
                        dic['conten1'] = content[2000: ]
                    else:
                        dic['content'] = content
                    if 'title' in result:
                        dic['title'] = result.get('title')
                    if 'event' in result:
                        event = result.get('event')
                        if isinstance(event, str):
                            event = json.loads(event)
                        if 'weixin_code' in event:
                            dic['weixin_code'] = event.get('weixin_code')
                        if 'weixin_name' in event:
                            dic['weixin_name'] = event.get('weixin_name')
                        if 'type' in event:
                            dic['type'] = event.get('type')
                        if 'url' in event:
                            dic['url'] = event.get('url')
                    if 'pubtime' in result:
                        dic['pubtime'] = result.get('pubtime')
                await asyncio.sleep(1)
                self.parse_dic(dic)

    def parse_dic(self, dic):
                for key, value in dic.items():
                    if key in self.excel_format:
                        # print(key)
                        self.write_excel(key, value, dic['cloumn'])

    def write_excel(self, key, value, columns):
        """
        写入数据
        :param dic: 数据字典
        :param columns: 插入excel的行
        :return:
        """
        self.sheet.write(columns, int(self.excel_format.get(key)), value)

    def save_excel(self):
        self.wbk.save('{}.xls'.format(self.table_name))

    def run(self):
        self.create_excel()
        rows = self.find_data()
        tasks = [self.parse_rows(i + 1, row) for i, row in enumerate(rows)]
        self.loop.run_until_complete(asyncio.wait(tasks))
        self.loop.close()
        self.save_excel()

if __name__ == '__main__':
    excel_format = {}  # 指定excel文件格式如:{'content': 0, 'field': 1}
    mongodb_type = 'weibo'  # 或者man_sheng_huo
    obj = Mongodb_Transfer_Excel(db_name='db_name', table_name='table_name', mongodb_type=mongodb_type,
                                 excel_format=excel_format)
    obj.run()

 

posted @ 2018-04-02 16:39  失落的黎明  阅读(385)  评论(0编辑  收藏  举报