239 lines
8.3 KiB
Python
239 lines
8.3 KiB
Python
import asyncio
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import json
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import pandas as pd
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from tornado.httpclient import HTTPResponse, HTTPRequest
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import dock
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from dock.govc import govc_api, govc_security
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from models.govc_task import GovcTask
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import models
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from paste.core.logging import echo_log
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from paste.util import udict
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from paste.web import requests
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async def get_task_request(fetch_size: int = 100):
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"""
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获取市12345任务列表数据。
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通过 POST 请求向市12345的任务列表接口提交表单数据,获取任务分页数据。
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:param fetch_size: 抓取条数
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"""
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api_url = f"/rest/bmfw/business/taskinfo/query/sztaskquerylistaction/getDataGridData?moduleGuid=94835dc2-a76f-489b-ae76-ea8ed699a113"
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headers = {
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'Referer': f'{govc_api.ApiUrl}/bmfw/business/taskinfo/query/taskquerylist?moduleGuid=94835dc2-a76f-489b-ae76-ea8ed699a113',
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}
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# 设计公共请求对象和自定义请求对象的合并,这里主要合并的应该是 cmdParams 字段
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epoint_user_loginid, cookie_header = await govc_security.get_cookies()
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request_body = {
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"commonDto": json.dumps([
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{
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"id": "cserial",
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"bind": "cnsTinfo.serialnum",
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"type": "textbox",
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"action": "",
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"value": "",
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"text": ""
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},
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{
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"id": "rqsttitle",
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"bind": "cnsTinfo.rqsttitle",
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"type": "textbox",
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"action": "",
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"value": "",
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"text": ""
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},
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{
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"id": "mini-12",
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"bind": "cnsTinfo.handleouname",
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"type": "textbox",
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"action": "",
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"value": "",
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"text": ""
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},
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{
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"id": "rqsttype",
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"bind": "cnsTinfo.rqsttype",
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"type": "combobox",
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"action": "getRqsttypeModel",
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"textField": "text",
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"valueField": "id",
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"pinyinField": "tag",
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"columns": [],
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"value": "",
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"text": ""
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},
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{
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"id": "search_tstatus",
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"bind": "cnsTinfo.tstatus",
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"type": "combobox",
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"action": "getTstatusModel",
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"textField": "text",
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"valueField": "id",
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"pinyinField": "tag",
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"columns": [],
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"value": "",
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"text": ""
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},
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{
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"id": "rqschannel",
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"bind": "cnsTinfo.rqschannel",
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"type": "combobox",
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"action": "getRqschannelModel",
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"textField": "text",
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"valueField": "id",
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"pinyinField": "tag",
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"columns": [],
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"value": "",
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"text": ""
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},
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{
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"id": "rqstcontent",
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"bind": "cnsTinfo.rqstcontent",
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"type": "textbox",
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"action": "",
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"value": "",
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"text": ""
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},
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{
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"id": "startDate",
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"bind": "startDate",
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"type": "datepicker",
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"action": "",
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"format": "yyyy/MM/dd HH:mm:ss",
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"value": "",
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"text": ""
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},
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{
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"id": "endDate",
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"bind": "endDate",
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"type": "datepicker",
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"action": "",
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"format": "yyyy/MM/dd HH:mm:ss",
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"value": "",
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"text": ""
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},
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{
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"id": "dataexport",
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"type": "dataexport",
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"action": "getExportBigDataModel",
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"mapClass": "com.epoint.basic.faces.export.DataExport",
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"exportAction": "zwztexportaction.export"
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},
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{
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"id": "datagrid",
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"type": "datagrid",
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"action": "getDataGridData",
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"idField": "rowguid",
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"pageIndex": 0,
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"sortField": "",
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"sortOrder": "desc",
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"columns": [
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{
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"fieldName": "serialnum"
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},
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{
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"fieldName": "rqsttitle"
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},
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{
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"fieldName": "rqstcontent"
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},
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{
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"fieldName": "createdate",
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"format": "yyyy-MM-dd HH:mm:ss"
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},
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{
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"fieldName": "handleouname"
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},
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{
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"fieldName": "finishtime_bf",
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"format": "yyyy-MM-dd HH:mm:ss"
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},
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{
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"fieldName": "backtime_bf",
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"format": "yyyy-MM-dd HH:mm:ss"
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},
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{
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"fieldName": "tstatus",
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"code": "任务单状态"
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}
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],
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"pageSize": fetch_size,
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"url": "getDataGridData",
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"data": [],
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"isSecondRequest": True
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},
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{
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"id": "_common_hidden_viewdata",
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"type": "hidden",
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"value": json.dumps({'epoint_user_loginid': epoint_user_loginid}, separators=(',', ':'))
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}
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], separators=(',', ':')),
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"cmdParams": json.dumps({
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'pageUrl': api_url
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}, separators=(',', ':')),
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'pageIndex': 0,
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'pageSize': fetch_size,
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'sortField': '',
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'sortOrder': 'desc',
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'isSecondRequest': 'true'
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}
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# 构造 API 请求
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return await govc_api.new_api_request(api_url, request_body, headers=headers)
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async def after_task_request(response: HTTPResponse, retry_queue: asyncio.Queue[HTTPRequest]):
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"""
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任务请求响应后的处理程序。
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:param response: 响应对象
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:param retry_queue: 重试队列
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"""
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response_body = response.body.decode()
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response_data = json.loads(response_body)
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list_data: list[dict] = udict.get_by_path(response_data, 'controls.0.data')
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if list_data:
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mapped_df = pd.DataFrame(list_data)
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# 更换映射方向,用于将源数据列名改为与数据库表对应
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forward_mapping = {dict_f: table_f for table_f, dict_f in GovcTask.FieldMapping.items()}
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mapped_df = mapped_df.rename(columns=forward_mapping)
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# 把非数字的时间戳字段改为None
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mapped_df[GovcTask.finish_time.key] = mapped_df[GovcTask.finish_time.key].apply(
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lambda x: None if not isinstance(x, int) else x
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)
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mapped_df[GovcTask.sign_time.key] = mapped_df[GovcTask.sign_time.key].apply(
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lambda x: None if not isinstance(x, int) else x
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)
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mapped_df[GovcTask.sign_time_bf.key] = mapped_df[GovcTask.sign_time_bf.key].apply(
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lambda x: None if not isinstance(x, int) else x
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)
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# 这里把空数据都换成 None,以便存入数据库时是 null
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mapped_df.replace(models.EmptyInDF + models.EmptyDatetimeInDF, None, inplace=True)
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# 筛选数据状态
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_created, _updated = await GovcTask.save_batch(mapped_df)
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echo_log(f"成功创建企业待办:{_created}条,更新:{_updated}条.")
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else:
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echo_log('未获取到企业待办数据')
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if retry_queue:
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echo_log(f"企业待办重试队列中有:{retry_queue.qsize()} 个请求在等待.")
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if __name__ == "__main__":
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from paste.core import aio_pool
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async def scrape():
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task_request = await get_task_request()
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request_queue = asyncio.Queue()
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await request_queue.put(task_request)
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await requests.async_concurrency(
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request_queue, retry=dock.MAX_RETRY_COUNT,
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after_request=after_task_request
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)
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_runner = aio_pool.get_aio_runner()
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_runner(scrape())
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