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- """
- @author: luojunhui
- """
- import json
- import time
- import asyncio
- from applications.config import Config
- from applications.log import logging
- from applications.functions.pqFunctions import publish_to_pq, get_pq_video_detail
- from applications.functions.common import shuffle_list
- from applications.functions.kimi import KimiServer
- from applications.spider import search_videos_from_web
- from applications.etl_function import *
- class NewContentIdTask(object):
- """
- 不存在历史已经发布的文章的匹配流程
- """
- TASK_INIT_STATUS = 0
- TASK_KIMI_FINISHED_STATUS = 1
- TASK_SPIDER_FINISHED_STATUS = 2
- TASK_ETL_FINISHED_STATUS = 3
- TASK_PUBLISHED_STATUS = 4
- TASK_PROCESSING_STATUS = 101
- TASK_FAIL_STATUS = 99
- ARTICLE_TEXT_TABLE_ERROR = 98
- TASK_MAX_PROCESS_TIMES = 3
- def __init__(self, mysql_client):
- self.mysql_client = mysql_client
- self.config = Config()
- self.article_match_video_table = self.config.article_match_video_table
- self.article_text_table = self.config.article_text_table
- self.article_crawler_video_table = self.config.article_crawler_video_table
- self.gh_id_dict = json.loads(self.config.get_config_value("testAccountLevel2"))
- self.account_map = json.loads(self.config.get_config_value("accountMap"))
- self.spider_coroutines = self.config.get_config_value("spiderCoroutines")
- async def get_tasks(self):
- """
- 获取 task
- :return:
- """
- # 获取 content_status 为 处理中 的任务,判断时间, 如果超过 1h 则,则将它改为 0, process_times + 1
- select_processing_sql = f"""
- SELECT
- trace_id, content_status_update_time, process_times
- FROM
- {self.article_match_video_table}
- WHERE
- content_status = {self.TASK_PROCESSING_STATUS}
- and process_times <= {self.TASK_MAX_PROCESS_TIMES};
- """
- processing_articles = await self.mysql_client.async_select(select_processing_sql)
- if processing_articles:
- processing_list = [
- {
- "trace_id": item[0],
- "content_status_update_time": item[1],
- "process_times": item[2]
- }
- for item in processing_articles
- ]
- for obj in processing_list:
- if int(time.time()) - obj['content_status_update_time'] >= 3600:
- # 认为该任务失败
- await self.roll_back_content_status_when_fails(
- process_times=obj['process_times'] + 1,
- trace_id=obj['trace_id']
- )
- # 将 process_times > 3 且状态不为 4 的任务的状态修改为失败,
- update_status_sql = f"""
- UPDATE
- {self.article_match_video_table}
- SET
- content_status = %s
- WHERE
- process_times > %s and content_status != %s;
- """
- await self.mysql_client.async_insert(
- update_status_sql,
- params=(
- self.TASK_FAIL_STATUS,
- self.TASK_MAX_PROCESS_TIMES,
- self.TASK_PUBLISHED_STATUS
- )
- )
- # 获取 process_times <= 3 且 content_status = 0 的任务
- select_sql = f"""
- SELECT
- trace_id, content_id, flow_pool_level, gh_id, process_times
- FROM
- {self.article_match_video_table}
- WHERE
- content_status = {self.TASK_INIT_STATUS}
- and process_times <= {self.TASK_MAX_PROCESS_TIMES}
- LIMIT {self.spider_coroutines};
- """
- tasks = await self.mysql_client.async_select(select_sql)
- if tasks:
- return [
- {
- "trace_id": i[0],
- "content_id": i[1],
- "flow_pool_level": i[2],
- "gh_id": i[3],
- "process_times": i[4]
- }
- for i in tasks
- ]
- else:
- return []
- async def get_video_list(self, content_id):
- """
- 判断该文章是否存在历史匹配视频
- :param content_id
- :return:
- """
- sql = f"""
- SELECT id
- FROM {self.article_crawler_video_table}
- WHERE content_id = '{content_id}' and download_status = 2;
- """
- res_tuple = await self.mysql_client.async_select(sql)
- if len(res_tuple) >= 3:
- return True
- else:
- return False
- async def update_content_status(self, new_content_status, trace_id, ori_content_status):
- """
- :param new_content_status:
- :param trace_id:
- :param ori_content_status:
- :return:
- """
- update_sql = f"""
- UPDATE {self.article_match_video_table}
- SET content_status = %s, content_status_update_time = %s
- WHERE trace_id = %s and content_status = %s;
- """
- row_counts = await self.mysql_client.async_insert(
- sql=update_sql,
- params=(
- new_content_status,
- int(time.time()),
- trace_id,
- ori_content_status
- )
- )
- return row_counts
- async def roll_back_content_status_when_fails(self, process_times, trace_id):
- """
- 处理失败,回滚至初始状态,处理次数加 1
- :param process_times:
- :param trace_id:
- :return:
- """
- update_article_sql = f"""
- UPDATE {self.article_match_video_table}
- SET
- content_status = %s,
- content_status_update_time = %s,
- process_times = %s
- WHERE trace_id = %s and content_status = %s;
- """
- await self.mysql_client.async_insert(
- sql=update_article_sql,
- params=(
- self.TASK_INIT_STATUS,
- int(time.time()),
- process_times + 1,
- trace_id,
- self.TASK_PROCESSING_STATUS
- )
- )
- async def judge_whether_same_content_id_is_processing(self, content_id):
- """
- 同一个 content_id 只需要处理一次
- :param content_id:
- :return:
- success: 4
- init: 0
- fail: 99
- """
- select_sql = f"""
- SELECT distinct content_status
- FROM {self.article_match_video_table}
- WHERE content_id = '{content_id}';
- """
- result = await self.mysql_client.async_select(select_sql)
- if result:
- for item in result:
- content_status = item[0]
- # if content_status not in {self.TASK_INIT_STATUS, self.TASK_PUBLISHED_STATUS} :
- if content_status in {
- self.TASK_KIMI_FINISHED_STATUS,
- self.TASK_SPIDER_FINISHED_STATUS,
- self.TASK_ETL_FINISHED_STATUS,
- self.TASK_PROCESSING_STATUS,
- self.TASK_PUBLISHED_STATUS
- }:
- return True
- return False
- else:
- return False
- async def get_downloaded_videos(self, content_id):
- """
- 获取已下载的视频
- :return:
- """
- sql = f"""
- SELECT platform, play_count, like_count, video_oss_path, cover_oss_path, user_id
- FROM {self.article_crawler_video_table}
- WHERE content_id = '{content_id}' and download_status = 2
- ORDER BY score DESC;
- """
- res_tuple = await self.mysql_client.async_select(sql)
- return [
- {
- "platform": i[0],
- "play_count": i[1],
- "like_count": i[2],
- "video_oss_path": i[3],
- "cover_oss_path": i[4],
- "uid": i[5]
- }
- for i in res_tuple
- ]
- async def get_kimi_status(self, content_id):
- """
- 通过 content_id 获取kimi info
- :return:
- """
- select_sql = f"""
- select kimi_status
- from {self.article_text_table}
- where content_id = '{content_id}';
- """
- response = await self.mysql_client.async_select(select_sql)
- if response:
- kimi_status = response[0][0]
- return kimi_status
- else:
- return self.ARTICLE_TEXT_TABLE_ERROR
- async def kimi_task(self, params):
- """
- 执行 kimi 任务
- :return:
- """
- KIMI_SUCCESS_STATUS = 1
- KIMI_FAIL_STATUS = 2
- content_id = params['content_id']
- trace_id = params['trace_id']
- process_times = params['process_times']
- kimi_status_code = await self.get_kimi_status(content_id=content_id)
- if kimi_status_code == KIMI_SUCCESS_STATUS:
- affected_rows = await self.update_content_status(
- new_content_status=self.TASK_KIMI_FINISHED_STATUS,
- trace_id=trace_id,
- ori_content_status=self.TASK_INIT_STATUS
- )
- if affected_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return
- get_kimi_sql = f"""
- SELECT article_title, kimi_title, kimi_summary, kimi_keys
- FROM {self.article_text_table}
- WHERE content_id = '{content_id}';
- """
- kimi_info = await self.mysql_client.async_select(get_kimi_sql)
- return {
- "kimi_title": kimi_info[0][1],
- "ori_title": kimi_info[0][0],
- "kimi_summary": kimi_info[0][2],
- "kimi_keys": json.loads(kimi_info[0][3])
- }
- elif kimi_status_code == self.ARTICLE_TEXT_TABLE_ERROR:
- logging(
- code="4000",
- info="long_articles_text表中未找到 content_id"
- )
- else:
- # 开始处理,讲 content_status 从 0 改为 101
- affected_rows = await self.update_content_status(
- new_content_status=self.TASK_PROCESSING_STATUS,
- trace_id=trace_id,
- ori_content_status=self.TASK_INIT_STATUS
- )
- if affected_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return
- K = KimiServer()
- try:
- select_sql = f"""
- select article_title, article_text
- from {self.article_text_table}
- where content_id = '{content_id}'
- """
- res = await self.mysql_client.async_select(select_sql)
- article_obj = {
- "article_title": res[0][0],
- "article_text": res[0][1],
- "content_id": content_id
- }
- kimi_info = await K.search_kimi_schedule(params=article_obj)
- kimi_title = kimi_info['k_title']
- content_title = kimi_info['content_title'].replace("'", "").replace('"', "")
- content_keys = json.dumps(kimi_info['content_keys'], ensure_ascii=False)
- update_kimi_sql = f"""
- UPDATE {self.article_text_table}
- SET
- kimi_title = %s,
- kimi_summary = %s,
- kimi_keys = %s,
- kimi_status = %s
- WHERE content_id = %s;"""
- await self.mysql_client.async_insert(
- sql=update_kimi_sql,
- params=(kimi_title, content_title, content_keys, KIMI_SUCCESS_STATUS, params['content_id'])
- )
- await self.update_content_status(
- new_content_status=self.TASK_KIMI_FINISHED_STATUS,
- trace_id=trace_id,
- ori_content_status=self.TASK_PROCESSING_STATUS
- )
- return {
- "kimi_title": kimi_title,
- "ori_title": article_obj['article_title'],
- "kimi_summary": content_title,
- "kimi_keys": kimi_info['content_keys']
- }
- except Exception as e:
- # kimi 任务处理失败
- update_kimi_sql = f"""
- UPDATE {self.article_text_table}
- SET
- kimi_status = %s
- WHERE content_id = %s
- """
- await self.mysql_client.async_insert(
- sql=update_kimi_sql,
- params=(
- KIMI_FAIL_STATUS,
- content_id
- )
- )
- # 将状态由 101 回退为 0
- await self.roll_back_content_status_when_fails(
- process_times=process_times,
- trace_id=trace_id
- )
- return {}
- async def spider_task(self, params, kimi_result):
- """
- 爬虫任务
- :return:
- """
- SPIDER_INIT_STATUS = 1
- trace_id = params['trace_id']
- content_id = params['content_id']
- process_times = params['process_times']
- gh_id = params['gh_id']
- select_sql = f"""
- select count(id) from {self.article_crawler_video_table} where content_id = '{content_id}';
- """
- count_tuple = await self.mysql_client.async_select(select_sql)
- counts = count_tuple[0][0]
- if counts >= 3:
- await self.update_content_status(
- new_content_status=self.TASK_SPIDER_FINISHED_STATUS,
- trace_id=trace_id,
- ori_content_status=SPIDER_INIT_STATUS
- )
- return True
- # 开始处理,将状态由 1 改成 101
- affected_rows = await self.update_content_status(
- new_content_status=self.TASK_PROCESSING_STATUS,
- ori_content_status=SPIDER_INIT_STATUS,
- trace_id=trace_id
- )
- if affected_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return False
- try:
- search_videos_count = await search_videos_from_web(
- info={
- "ori_title": kimi_result['ori_title'],
- "kimi_summary": kimi_result['kimi_summary'],
- "kimi_keys": kimi_result['kimi_keys'],
- "trace_id": trace_id,
- "gh_id": gh_id,
- "content_id": content_id,
- "crawler_video_table": self.article_crawler_video_table
- },
- gh_id_map=self.account_map,
- db_client=self.mysql_client
- )
- if search_videos_count >= 3:
- # 表示爬虫任务执行成功, 将状态从 101 改为 2
- await self.update_content_status(
- new_content_status=self.TASK_SPIDER_FINISHED_STATUS,
- trace_id=trace_id,
- ori_content_status=self.TASK_PROCESSING_STATUS
- )
- return True
- else:
- await self.roll_back_content_status_when_fails(
- process_times=process_times + 1,
- trace_id=trace_id
- )
- return False
- except Exception as e:
- await self.roll_back_content_status_when_fails(
- process_times=process_times + 1,
- trace_id=trace_id
- )
- print("爬虫处理失败: {}".format(e))
- return False
- async def etl_task(self, params):
- """
- download && upload videos
- :param params:
- :return:
- """
- VIDEO_DOWNLOAD_SUCCESS_STATUS = 2
- VIDEO_DOWNLOAD_FAIL_STATUS = 3
- ETL_TASK_INIT_STATUS = 2
- trace_id = params['trace_id']
- content_id = params['content_id']
- # 判断是否有三条已经下载完成的视频
- select_sql = f"""
- select count(id)
- from {self.article_crawler_video_table}
- where content_id = '{content_id}' and download_status = {VIDEO_DOWNLOAD_SUCCESS_STATUS};
- """
- video_count_tuple = await self.mysql_client.async_select(select_sql)
- video_count = video_count_tuple[0][0]
- if video_count >= 3:
- affect_rows = await self.update_content_status(
- ori_content_status=ETL_TASK_INIT_STATUS,
- trace_id=trace_id,
- new_content_status=self.TASK_ETL_FINISHED_STATUS
- )
- if affect_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return False
- return True
- else:
- # 开始处理, 将文章状态修改为处理状态
- affected_rows = await self.update_content_status(
- ori_content_status=ETL_TASK_INIT_STATUS,
- trace_id=trace_id,
- new_content_status=self.TASK_PROCESSING_STATUS
- )
- if affected_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return False
- select_sql = f"""
- SELECT id, out_video_id, platform, video_title, video_url, cover_url, user_id, trace_id
- FROM {self.article_crawler_video_table}
- WHERE content_id = '{content_id}' and download_status != {VIDEO_DOWNLOAD_SUCCESS_STATUS}
- ORDER BY score DESC;
- """
- videos_need_to_download_tuple = await self.mysql_client.async_select(select_sql)
- downloaded_count = 0
- for line in videos_need_to_download_tuple:
- params = {
- "id": line[0],
- "video_id": line[1],
- "platform": line[2],
- "video_title": line[3],
- "video_url": line[4],
- "cover_url": line[5],
- "user_id": line[6],
- "trace_id": line[7]
- }
- try:
- local_video_path, local_cover_path = generate_video_path(params['platform'], params['video_id'])
- # download videos
- file_path = await download_video(
- file_path=local_video_path,
- platform=params['platform'],
- video_url=params['video_url']
- )
- # download cover
- cover_path = await download_cover(
- file_path=local_cover_path,
- platform=params['platform'],
- cover_url=params['cover_url']
- )
- oss_video = await upload_to_oss(
- local_video_path=file_path,
- download_type="video"
- )
- if cover_path:
- oss_cover = await upload_to_oss(
- local_video_path=cover_path,
- download_type="image"
- )
- else:
- oss_cover = None
- update_sql = f"""
- UPDATE {self.article_crawler_video_table}
- SET video_oss_path = %s, cover_oss_path = %s, download_status = %s
- WHERE id = %s;
- """
- await self.mysql_client.async_insert(
- sql=update_sql,
- params=(
- oss_video,
- oss_cover,
- VIDEO_DOWNLOAD_SUCCESS_STATUS,
- params['id']
- )
- )
- downloaded_count += 1
- if downloaded_count > 3:
- await self.update_content_status(
- ori_content_status=self.TASK_PROCESSING_STATUS,
- trace_id=trace_id,
- new_content_status=self.TASK_ETL_FINISHED_STATUS
- )
- return True
- except Exception as e:
- update_sql = f"""
- UPDATE {self.article_crawler_video_table}
- SET download_status = %s
- WHERE id = %s;
- """
- await self.mysql_client.async_insert(
- sql=update_sql,
- params=(VIDEO_DOWNLOAD_FAIL_STATUS, params['id'])
- )
- if downloaded_count >= 3:
- await self.update_content_status(
- ori_content_status=self.TASK_PROCESSING_STATUS,
- trace_id=trace_id,
- new_content_status=self.TASK_ETL_FINISHED_STATUS
- )
- return True
- else:
- await self.roll_back_content_status_when_fails(
- process_times=params['process_times'] + 1,
- trace_id=params['trace_id']
- )
- return False
- async def publish_task(self, params, kimi_title):
- """
- 发布任务
- :param kimi_title:
- :param params:
- :return:
- """
- PUBLISH_DEFAULT_STATUS = 3
- gh_id = params['gh_id']
- flow_pool_level = params['flow_pool_level']
- content_id = params['content_id']
- trace_id = params['trace_id']
- process_times = params['process_times']
- # 开始处理,将状态修改为操作状态
- affected_rows = await self.update_content_status(
- ori_content_status=PUBLISH_DEFAULT_STATUS,
- trace_id=trace_id,
- new_content_status=self.TASK_PROCESSING_STATUS
- )
- if affected_rows == 0:
- logging(
- code="6000",
- info="多个进程抢占同一个任务的执行状态锁,抢占失败,return"
- )
- return False
- try:
- download_videos = await self.get_downloaded_videos(content_id)
- match flow_pool_level:
- case "autoArticlePoolLevel4":
- # 冷启层, 全量做
- video_list = shuffle_list(download_videos)[:3]
- case "autoArticlePoolLevel3":
- if self.gh_id_dict.get(gh_id):
- video_list = shuffle_list(download_videos)[:3]
- else:
- video_list = download_videos[:3]
- case "autoArticlePoolLevel2":
- # 次条,只针对具体账号做
- video_list = []
- case "autoArticlePoolLevel1":
- # 头条,先不做
- video_list = download_videos[:3]
- case _:
- video_list = download_videos[:3]
- L = []
- for video_obj in video_list:
- params = {
- "videoPath": video_obj['video_oss_path'],
- "uid": video_obj['uid'],
- "title": kimi_title
- }
- publish_response = await publish_to_pq(params)
- video_id = publish_response['data']['id']
- response = await get_pq_video_detail(video_id)
- obj = {
- "uid": video_obj['uid'],
- "source": video_obj['platform'],
- "kimiTitle": kimi_title,
- "videoId": response['data'][0]['id'],
- "videoCover": response['data'][0]['shareImgPath'],
- "videoPath": response['data'][0]['videoPath'],
- "videoOss": video_obj['video_oss_path']
- }
- L.append(obj)
- update_sql = f"""
- UPDATE {self.article_match_video_table}
- SET content_status = %s, response = %s, process_times = %s
- WHERE trace_id = %s and content_status = %s;
- """
- # 从操作中状态修改为已发布状态
- await self.mysql_client.async_insert(
- sql=update_sql,
- params=(
- self.TASK_PUBLISHED_STATUS,
- json.dumps(L, ensure_ascii=False),
- process_times + 1,
- trace_id,
- self.TASK_PROCESSING_STATUS
- )
- )
- except Exception as e:
- await self.roll_back_content_status_when_fails(
- process_times=params['process_times'] + 1,
- trace_id=params['trace_id']
- )
- print(e)
- async def start_process(self, params):
- """
- 处理单篇文章
- :param params:
- :return:
- """
- # step1: 执行 kimi 操作
- # time.sleep(5) # 测试多个进程操作同一个 task 的等待时间
- kimi_result = await self.kimi_task(params)
- trace_id = params['trace_id']
- if kimi_result:
- # 等待 kimi 操作执行完成之后,开始执行 spider_task
- print("kimi success")
- logging(
- code=3001,
- info="kimi success",
- trace_id=trace_id
- )
- spider_flag = await self.spider_task(params=params, kimi_result=kimi_result)
- if spider_flag:
- # 等待爬虫执行完成后,开始执行 etl_task
- print("spider success")
- logging(
- code=3002,
- info="spider_success",
- trace_id=trace_id
- )
- etl_flag = await self.etl_task(params)
- if etl_flag:
- # 等待下载上传完成,执行发布任务
- print("etl success")
- logging(
- code="3003",
- info="etl_success",
- trace_id=trace_id
- )
- try:
- await self.publish_task(params, kimi_result['kimi_title'])
- logging(
- code="3004",
- info="publish_success",
- trace_id=trace_id
- )
- except Exception as e:
- logging(
- code="6004",
- info="publish 失败--{}".format(e),
- trace_id=params['trace_id']
- )
- else:
- logging(
- code="6003",
- info="ETL 处理失败",
- trace_id=params['trace_id']
- )
- else:
- logging(
- code="6002",
- info="爬虫处理失败",
- trace_id=params['trace_id']
- )
- else:
- logging(
- code="6001",
- info="kimi 处理失败",
- trace_id=params['trace_id']
- )
- async def process_task(self, params):
- """
- 处理任务
- :return:
- """
- content_id = params['content_id']
- download_videos = await self.get_video_list(content_id)
- if not download_videos:
- # 开始处理, 判断是否有相同的文章 id 正在处理
- processing_flag = await self.judge_whether_same_content_id_is_processing(content_id)
- if processing_flag:
- logging(
- code="9001",
- info="该 content id 正在处理中, 跳过此任务--{}".format(content_id)
- )
- else:
- await self.start_process(params=params)
- else:
- print("存在已下载视频")
- async def deal(self):
- """
- function
- :return:
- """
- task_list = await self.get_tasks()
- print(task_list)
- task_dict = {}
- # 对 content_id去重
- for task in task_list:
- key = task['content_id']
- task_dict[key] = task
- process_list = []
- for item in task_dict:
- process_list.append(task_dict[item])
- logging(
- code="5001",
- info="Match Task Got {} this time".format(len(process_list)),
- function="Publish Task"
- )
- if task_list:
- total_task = len(process_list)
- a = time.time()
- print("开始处理,一共{}个任务".format(total_task))
- tasks = [self.process_task(params) for params in process_list]
- await asyncio.gather(*tasks)
- b = time.time()
- print("处理时间: {} s".format(b - a))
- else:
- logging(
- code="9008",
- info="没有要处理的请求"
- )
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