""" 数据抓取模块。 """ import asyncio import logging from typing import Optional, Union from sqlalchemy import select, desc import dock from dock.dcm.dcm_scrape_operation import get_operation_request, after_operation_request from dock.dcm.dcm_scrape_task import get_task_request, after_task_request from dock.dcm.dcm_scrape_attachment import get_attachment_request, after_attachment_request from dock.dcm.dcm_scrape_process_info import get_process_info_request, after_process_info_request from dock.dcm.dcm_scrape_form_data import get_form_data_request, after_form_data_request from dock.dcm.dcm_scrape_more_info import get_more_info_request, after_more_info_request from dock.dcm.dcm_scrape_extend_info import get_extend_info_request, after_extend_info_request from models.dcm_task import DcmTask from paste.core.logging import echo_log from paste.web import requests async def fetch_dcm_task(fetch_size: int = 60, task_id: Optional[Union[str, int]] = None): """ 抓取待办数据及其明细数据。 :param fetch_size: 读取多少任务进行明细抓取 :param task_id: 待办任务 ID 可选 """ echo_log(f"开始抓取待办数据...") task_request = await get_task_request(num_per_page=fetch_size) request_queue = asyncio.Queue() await request_queue.put(task_request) await requests.async_concurrency(request_queue, retry=dock.MAX_RETRY_COUNT, after_request=after_task_request) echo_log(f"待办数据抓取完成...") # 读取任务数据,以便能对最新数据抓取详细数据 query = select( DcmTask.id, DcmTask.rec_id, DcmTask.act_id, DcmTask.task_num, DcmTask.other_task_num, ).order_by( desc(DcmTask.act_id) ) if task_id: if isinstance(task_id, list): query = query.where(DcmTask.id.in_(task_id)) echo_log(f"开始抓取待办列表:{task_id} 的详细数据...") else: query = query.where(DcmTask.id == task_id) echo_log(f"开始抓取待办:{task_id} 的详细数据...") else: echo_log(f"开始抓取前 {fetch_size} 条待办的详细数据...") query = query.limit(fetch_size) task_df = await DcmTask.query_as_df(query) # 构建请求队列 operation_queue = asyncio.Queue() attachment_queue = asyncio.Queue() process_info_queue = asyncio.Queue() form_data_queue = asyncio.Queue() more_info_queue = asyncio.Queue() extend_info_queue = asyncio.Queue() # 向队列中填充请求对象 echo_log(f"正在准备请求队列...") for _h, _row in task_df.iterrows(): dcm_task_id = _row.get(DcmTask.id.key) rec_id = int(_row.get(DcmTask.rec_id.key)) act_id = int(_row.get(DcmTask.act_id.key)) task_num = f"{_row.get(DcmTask.task_num.key)}" other_task_num = f"{_row.get(DcmTask.other_task_num.key)}" _operation_req = await get_operation_request(rec_id, act_id, task_num, other_task_num) echo_log(_operation_req.url) setattr(_operation_req, "dcm_task_id", dcm_task_id) setattr(_operation_req, "rec_id", rec_id) await operation_queue.put(_operation_req) _attachment_req = await get_attachment_request(rec_id) echo_log(_attachment_req.url) setattr(_attachment_req, "dcm_task_id", dcm_task_id) setattr(_attachment_req, "rec_id", rec_id) await attachment_queue.put(_attachment_req) _process_info_req = await get_process_info_request(rec_id) echo_log(_process_info_req.url) setattr(_process_info_req, "dcm_task_id", dcm_task_id) setattr(_process_info_req, "rec_id", rec_id) await process_info_queue.put(_process_info_req) _form_data_req = await get_form_data_request(rec_id, act_id) echo_log(_form_data_req.url) setattr(_form_data_req, "dcm_task_id", dcm_task_id) setattr(_form_data_req, "rec_id", rec_id) await form_data_queue.put(_form_data_req) _more_info_req = await get_more_info_request(rec_id) echo_log(_more_info_req.url) setattr(_more_info_req, "dcm_task_id", dcm_task_id) setattr(_more_info_req, "rec_id", rec_id) await more_info_queue.put(_more_info_req) _extend_info_req = await get_extend_info_request(rec_id) echo_log(_extend_info_req.url) setattr(_extend_info_req, "dcm_task_id", dcm_task_id) setattr(_extend_info_req, "rec_id", rec_id) await extend_info_queue.put(_extend_info_req) _count = (operation_queue.qsize()+attachment_queue.qsize()+process_info_queue.qsize() +form_data_queue.qsize()+more_info_queue.qsize()+extend_info_queue.qsize()) echo_log(f"可用操作请求:{operation_queue.qsize()};附件请求:{attachment_queue.qsize()};处理过程请求:{process_info_queue.qsize()};") echo_log(f"详细数据请求:{form_data_queue.qsize()};更多信息请求:{more_info_queue.qsize()};扩展信息请求:{extend_info_queue.qsize()};") echo_log(f"共计:{_count} 个.") echo_log(f"抓取待办详细数据...") try: tasks = [ requests.async_concurrency( operation_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_operation_request ), requests.async_concurrency( attachment_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_attachment_request ), requests.async_concurrency( process_info_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_process_info_request ), requests.async_concurrency( form_data_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_form_data_request ), requests.async_concurrency( more_info_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_more_info_request ), requests.async_concurrency( extend_info_queue, con_count=dock.CONCURRENCY_COUNT, retry=dock.MAX_RETRY_COUNT, after_request=after_extend_info_request ) ] await asyncio.gather(*tasks) except Exception as e: echo_log(f"抓取任务异常: {e}", level=logging.ERROR, is_log_exc=True) raise async def fetch_single_dcm_task(dcm_task: DcmTask): """ 基于任务抓取指定某条待办数据及其明细数据。 :param dcm_task: 任务号 """ await fetch_dcm_task(task_id=dcm_task.id) if __name__ == "__main__": from paste.core import aio_pool _runner = aio_pool.get_aio_runner() _runner(fetch_dcm_task(30))