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- import asyncio
- import os
- import json
- import time
- import traceback
- import uuid
- import xml.etree.ElementTree as ET
- from tqdm import tqdm
- from datetime import datetime, timedelta
- from urllib.parse import unquote, parse_qs, urlparse
- import requests
- from requests.exceptions import RequestException
- from applications.utils import upload_to_oss
- from applications.utils import fetch_from_odps
- from applications.utils import AsyncHttpClient
- from applications.crawler.wechat import get_article_list_from_account
- from applications.crawler.wechat import get_article_detail
- class AutoReplyCardsMonitorConst:
- # fetch_status
- FETCH_INIT_STATUS = 0
- FETCH_PROCESSING_STATUS = 1
- FETCH_SUCCESS_STATUS = 2
- FETCH_FAIL_STATUS = 3
- # task_status
- INIT_STATUS = 0
- PROCESSING_STATUS = 1
- SUCCESS_STATUS = 2
- FAIL_STATUS = 99
- # account_status
- VALID_STATUS = 1
- INVALID_STATUS = 0
- class AutoReplyCardsMonitorUtils(AutoReplyCardsMonitorConst):
- @staticmethod
- def generate_task_id(task_name, gh_id):
- match task_name:
- case "follow":
- return f"{task_name}_{gh_id}"
- case _:
- return f"{task_name}_{uuid.uuid4()}"
- @staticmethod
- def parse_fields(root, fields, default=""):
- result = {}
- for key, path in fields.items():
- elem = root.find(path)
- result[key] = elem.text if elem is not None and elem.text else default
- return result
- def extract_reply_cards(self, msg_type, root):
- fields = {
- "title": ".//title",
- "page_path": ".//pagepath",
- "mini_program": ".//sourcedisplayname",
- "file_id": "appmsg/appattach/cdnthumburl",
- "file_size": "appmsg/appattach/cdnthumblength",
- "aes_key": "appmsg/appattach/aeskey",
- }
- data = self.parse_fields(root, fields)
- data["msg_type"] = msg_type
- return data
- def extract_reply_articles(self, msg_type, root):
- fields = {
- "title": "appmsg/title",
- "url": "appmsg/url",
- "cover_url": "appmsg/thumburl",
- "account_name": "appmsg/sourcedisplayname",
- "gh_id": "appmsg/sourceusername",
- "desc": "appmsg/des",
- }
- data = self.parse_fields(root, fields)
- data["msg_type"] = msg_type
- return data
- # 解析 xml
- def extract_callback_xml(self, xml_text):
- try:
- root = ET.fromstring(xml_text)
- msg_type = root.find("appmsg/type").text
- match msg_type:
- case "5":
- return self.extract_reply_articles(msg_type, root)
- case "33":
- return self.extract_reply_cards(msg_type, root)
- case "36":
- return self.extract_reply_cards(msg_type, root)
- case _:
- return {}
- except Exception as e:
- print(xml_text)
- print(e)
- print(traceback.format_exc())
- return {}
- # 解析 page_path
- @staticmethod
- def extract_page_path(page_path):
- # 解析外层 URL
- parsed_url = urlparse(page_path)
- outer_params = parse_qs(parsed_url.query)
- # 取出并解码 jumpPage
- jump_page = outer_params.get("jumpPage", [""])[0]
- if not jump_page:
- return None, None
- decoded_jump_page = unquote(jump_page)
- # 解析 jumpPage 内层参数
- inner_query = urlparse(decoded_jump_page).query
- inner_params = parse_qs(inner_query)
- video_id = inner_params.get("id", [None])[0]
- root_source_id = inner_params.get("rootSourceId", [None])[0]
- return video_id, root_source_id
- @staticmethod
- async def get_cover_url(aes_key, total_size, file_id):
- url = "http://api.geweapi.com/gewe/v2/api/message/downloadCdn"
- data = {
- "appId": "wx_anFlUnezoUynU3SKcqTWk",
- "aesKey": aes_key,
- "totalSize": total_size,
- "fileId": file_id,
- "type": "3",
- "suffix": "jpg",
- }
- headers = {
- "X-GEWE-TOKEN": "d3fb918f-0f36-4769-b095-410181614231",
- "Content-Type": "application/json",
- }
- async with AsyncHttpClient() as client:
- response = await client.post(url, headers=headers, data=json.dumps(data))
- return response
- @staticmethod
- async def get_sample_url(recent_articles):
- for article in recent_articles:
- link = article["ContentUrl"]
- response = await get_article_detail(article_link=link)
- if not response:
- continue
- code = response["code"]
- if code == 0 or code == 25006:
- return link
- return None
- # 获取检测的账号 list
- @staticmethod
- def get_monitor_account_list():
- # dt = (datetime.today() - timedelta(days=1)).strftime("%Y%m%d")
- week_ago = (datetime.today() - timedelta(days=7)).strftime("%Y-%m-%d %H:%M:%S")
- query = f"""
- SELECT 公众号名, ghid, count(DISTINCT mid) AS uv
- FROM loghubods.opengid_base_data
- WHERE dt = MAX_PT('loghubods.opengid_base_data')
- AND hotsencetype = 1074
- AND usersharedepth = 0
- AND channel = '公众号合作-即转-稳定'
- AND 点击时间 >= '{week_ago}'
- GROUP BY 公众号名, ghid
- HAVING uv >= 100
- ORDER BY uv DESC
- ;
- """
- result = fetch_from_odps(query)
- return result
- @staticmethod
- def download_and_upload_cover(task_id, index, cover_obj, timeout=10):
- try:
- cover_url = cover_obj["data"]["fileUrl"]
- except (KeyError, TypeError):
- print(f"[WARN] Invalid cover_obj structure: {cover_obj}")
- return None
- file_name = f"{task_id}_{index}.jpg"
- save_dir = os.path.join(os.getcwd(), "static")
- save_path = os.path.join(save_dir, file_name)
- os.makedirs(save_dir, exist_ok=True)
- try:
- response = requests.get(cover_url, timeout=timeout)
- response.raise_for_status()
- except RequestException as e:
- print(f"[ERROR] Download failed ({cover_url}): {e}")
- return None
- try:
- with open(save_path, "wb") as f:
- f.write(response.content)
- except OSError as e:
- print(f"[ERROR] Write file failed ({save_path}): {e}")
- return None
- oss_dir = "auto_rely_cards_cover"
- oss_key = None
- try:
- oss_key = upload_to_oss(save_path, f"{oss_dir}/{file_name}")
- except Exception as e:
- print(f"[ERROR] Upload to OSS failed: {e}")
- if oss_key:
- try:
- os.remove(save_path)
- except OSError as e:
- print(f"[WARN] Failed to remove temp file {save_path}: {e}")
- return oss_key
- class AutoReplyCardsMonitorMapper(AutoReplyCardsMonitorUtils):
- def __init__(self, pool, log_client):
- self.pool = pool
- self.log_client = log_client
- # 获取自动回复任务结果
- async def get_auto_reply_task_result(self, task_id):
- query = """
- SELECT task_result, task_status, err_msg, update_timestamp
- FROM gzh_msg_record
- WHERE task_id = %s;
- """
- return await self.pool.async_fetch(
- query=query, params=(task_id,), db_name="aigc"
- )
- # 查询账号
- async def fetch_account_status(self, account_name):
- query = """
- SELECT partner_name, partner_id, gh_id, status, follow_status
- FROM cooperate_accounts
- WHERE account_name = %s;
- """
- return await self.pool.async_fetch(query=query, params=(account_name,))
- # 更新账号状态为无效
- async def set_account_as_invalid(self, gh_id):
- query = """
- UPDATE cooperate_accounts SET status = %s WHERE gh_id = %s;
- """
- await self.pool.async_save(query=query, params=(self.INVALID_STATUS, gh_id))
- # 插入AIGC关注公众号任务
- async def insert_aigc_follow_account_task(self, task_id, link):
- timestamp = int(time.time() * 1000)
- query = """
- INSERT INTO gzh_msg_record (task_id, biz_type, task_params, create_timestamp, update_timestamp) VALUES (%s, %s, %s, %s, %s);
- """
- return await self.pool.async_save(
- query=query,
- params=(task_id, "follow", link, timestamp, timestamp),
- db_name="aigc",
- )
- # 插入AIGC自动回复任务
- async def insert_aigc_auto_reply_task(self, task_id, account_name):
- timestamp = int(time.time() * 1000)
- query = """
- INSERT INTO gzh_msg_record (task_id, task_params, create_timestamp, update_timestamp) VALUES (%s, %s, %s, %s);
- """
- return await self.pool.async_save(
- query=query,
- params=(task_id, account_name, timestamp, timestamp),
- db_name="aigc",
- )
- # 为账号设置 sample_url
- async def set_sample_url(self, gh_id, sample_url):
- query = """
- UPDATE cooperate_accounts SET sample_link = %s WHERE gh_id = %s;
- """
- return await self.pool.async_save(query=query, params=(sample_url, gh_id))
- # 修改账号的关注状态
- async def update_follow_status(self, gh_id, ori_status, new_status):
- query = """
- UPDATE cooperate_accounts SET follow_status = %s WHERE gh_id = %s and follow_status = %s;
- """
- return await self.pool.async_save(
- query=query, params=(new_status, gh_id, ori_status)
- )
- # 从 aigc 获取关注结果
- async def fetch_follow_account_status(self, gh_id):
- query = """
- SELECT task_status, err_msg
- FROM gzh_msg_record
- WHERE task_id = %s;
- """
- return await self.pool.async_fetch(
- query=query, params=(f"follow_{gh_id}",), db_name="aigc"
- )
- # 创建自动回复任务
- async def create_auto_reply_task(self, task_id, gh_id):
- query = """
- INSERT INTO cooperate_accounts_task (task_id, gh_id) VALUES (%s, %s);
- """
- return await self.pool.async_save(query=query, params=(task_id, gh_id))
- async def update_auto_reply_task_status(
- self, task_id, status_type, ori_status, new_status
- ):
- task_query = """
- UPDATE cooperate_accounts_task SET task_status = %s WHERE task_id = %s AND task_status = %s;
- """
- extract_query = """
- UPDATE cooperate_accounts_task SET extract_status = %s WHERE task_id = %s AND extract_status = %s;
- """
- match status_type:
- case "task":
- return await self.pool.async_save(
- query=task_query, params=(new_status, task_id, ori_status)
- )
- case "extract":
- return await self.pool.async_save(
- query=extract_query, params=(new_status, task_id, ori_status)
- )
- case _:
- print("status_type_error")
- return None
- # 获取正在自动回复卡片的任务 id
- async def fetch_auto_replying_tasks(self):
- query = """
- SELECT task_id FROM cooperate_accounts_task WHERE task_status = %s;
- """
- return await self.pool.async_fetch(
- query=query, params=(self.PROCESSING_STATUS,)
- )
- # 设置自动回复结果
- async def set_auto_reply_result(self, task_id, finish_timestamp, result):
- query = """
- UPDATE cooperate_accounts_task
- SET finish_timestamp = %s, result = %s, task_status = %s
- WHERE task_id = %s and task_status = %s;
- """
- return await self.pool.async_save(
- query=query,
- params=(
- finish_timestamp,
- result,
- self.SUCCESS_STATUS,
- task_id,
- self.PROCESSING_STATUS,
- ),
- )
- # 获取带解析的任务
- async def get_extract_tasks(self):
- query = """
- SELECT task_id, result FROM cooperate_accounts_task WHERE extract_status = %s AND task_status = %s;
- """
- return await self.pool.async_fetch(
- query=query, params=(self.INIT_STATUS, self.SUCCESS_STATUS)
- )
- # 存储解析结果
- async def store_extract_result(self, query, row_table):
- return await self.pool.async_save(query=query, params=row_table)
- class AutoReplyCardsMonitor(AutoReplyCardsMonitorMapper):
- def __init__(self, pool, log_client):
- super().__init__(pool, log_client)
- # 存储卡片信息
- async def store_card(self, task_id, index, msg_type, xml_obj):
- video_id, root_source_id = self.extract_page_path(xml_obj["page_path"])
- cover_obj = await self.get_cover_url(xml_obj["aes_key"], xml_obj["file_size"], xml_obj["file_id"])
- cover_oss = self.download_and_upload_cover(task_id, index, cover_obj)
- query = """
- INSERT INTO cooperate_auto_reply_detail
- (
- task_id, position, msg_type, card_title, card_cover,
- video_id, root_source_id, mini_program_name, task_result
- ) VALUES
- (
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s
- );
- """
- insert_row = (
- task_id,
- index,
- msg_type,
- xml_obj["title"],
- cover_oss,
- video_id,
- root_source_id,
- xml_obj["mini_program"],
- json.dumps(xml_obj, ensure_ascii=False),
- )
- await self.store_extract_result(query, insert_row)
- # 存储文章信息
- async def store_article(self, task_id, index, msg_type, xml_obj):
- article_title = xml_obj.get("title")
- article_link = xml_obj.get("url")
- article_cover = xml_obj.get("cover_url")
- article_desc = xml_obj.get("desc")
- fetch_fail_status = False
- fetch_response = await get_article_detail(article_link=article_link, is_cache=False, is_count=True)
- if not fetch_response:
- fetch_fail_status = True
- if not fetch_fail_status:
- if fetch_response.get("code") != 0:
- fetch_fail_status = True
- if fetch_fail_status:
- query = """
- INSERT INTO cooperate_auto_reply_detail
- (task_id, position, msg_type, article_title, article_link, article_cover, article_desc, remark)
- VALUES
- (%s, %s, %s, %s, %s, %s, %s, %s);
- """
- remark = "获取文章详情失败"
- insert_row = (task_id, index, msg_type, article_title, article_link, article_cover, article_desc, remark)
- await self.store_extract_result(query, insert_row)
- else:
- print(article_link)
- article_detail = fetch_response["data"]["data"]
- article_text = article_detail["body_text"]
- article_images = article_detail["image_url_list"]
- read_cnt = article_detail["view_count"]
- like_cnt = article_detail["like_count"]
- publish_timestamp = int(article_detail["publish_timestamp"] / 1000)
- parsed = urlparse(article_detail["content_link"])
- params = parse_qs(parsed.query)
- wx_sn = params.get("sn", [None])[0]
- print(params)
- print(wx_sn)
- mini_info = article_detail.get("mini_program")
- if not mini_info:
- # video_id, root_source_id = None, None
- query = """
- INSERT INTO cooperate_auto_reply_detail
- (
- task_id, position, msg_type, article_title, article_link,
- article_cover, article_text, article_images, article_desc, read_cnt,
- like_cnt, publish_timestamp, task_result, wx_sn
- ) VALUES
- (
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s
- );
- """
- values = (
- task_id,
- index,
- msg_type,
- article_title,
- article_link,
- article_cover,
- article_text,
- json.dumps(article_images, ensure_ascii=False),
- article_desc,
- read_cnt,
- like_cnt,
- publish_timestamp,
- json.dumps(fetch_response, ensure_ascii=False),
- wx_sn,
- )
- await self.store_extract_result(query, values)
- else:
- for card_index, i in enumerate(mini_info, 1):
- try:
- video_id, root_source_id = self.extract_page_path(i["path"])
- card_title = i["title"]
- card_cover = i["image_url"]
- mini_name = i["nike_name"]
- query = """
- INSERT INTO cooperate_auto_reply_detail
- (
- task_id, position, msg_type, card_title, card_cover,
- video_id, root_source_id, mini_program_name, article_title, article_link,
- article_cover, article_text, article_images, article_desc, read_cnt,
- like_cnt, publish_timestamp, task_result, wx_sn, card_index
- ) VALUES
- (
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s, %s,
- %s, %s, %s, %s, %s
- );
- """
- values = (
- task_id,
- index,
- msg_type,
- card_title,
- card_cover,
- video_id,
- root_source_id,
- mini_name,
- article_title,
- article_link,
- article_cover,
- article_text,
- json.dumps(article_images, ensure_ascii=False),
- article_desc,
- read_cnt,
- like_cnt,
- publish_timestamp,
- json.dumps(fetch_response, ensure_ascii=False),
- wx_sn,
- card_index,
- )
- await self.store_extract_result(query, values)
- except Exception as e:
- print(traceback.format_exc())
- print(e)
- # 创建单个关注公众号任务
- async def create_follow_single_account_task(self, gh_id):
- response = await get_article_list_from_account(account_id=gh_id)
- code = response.get("code")
- match code:
- case 0:
- recent_articles = response["data"]["data"][0]["AppMsg"]["DetailInfo"]
- article_url = await self.get_sample_url(recent_articles)
- print(article_url)
- if article_url:
- await self.set_sample_url(gh_id, article_url)
- task_id = self.generate_task_id(task_name="follow", gh_id=gh_id)
- affected_rows = await self.insert_aigc_follow_account_task(
- task_id, article_url
- )
- if affected_rows:
- await self.update_follow_status(
- gh_id, self.INIT_STATUS, self.PROCESSING_STATUS
- )
- case 25013:
- await self.set_account_as_invalid(gh_id)
- case _:
- pass
- # 创建单个账号自动回复任务
- async def create_auto_reply_single_account_task(self, gh_id, account_name):
- print(account_name)
- task_id = self.generate_task_id(task_name="auto_reply", gh_id=gh_id)
- # 先插入 task, 再创建自动回复任务
- create_row = await self.create_auto_reply_task(task_id, gh_id)
- if create_row:
- affected_rows = await self.insert_aigc_auto_reply_task(task_id, gh_id)
- if not affected_rows:
- print("发布任务至 AIGC 失败")
- else:
- await self.update_auto_reply_task_status(
- task_id, "task", self.INIT_STATUS, self.PROCESSING_STATUS
- )
- else:
- print("创建任务至 DB 失败")
- async def follow_gzh_task(self):
- account_list = self.get_monitor_account_list()
- for account in account_list:
- try:
- fetch_response = await self.fetch_account_status(account.公众号名)
- if not fetch_response:
- print("账号不存在", account)
- # todo 没有 gh_id, 暂时无法存储账号
- # affected_rows =await self.insert_accounts_task(account.公众号名, account.ghid)
- # if affected_rows:
- # await self.create_follow_account_task(account.ghid)
- else:
- account_detail = fetch_response[0]
- status = account_detail["status"]
- if not status:
- print("账号已经迁移或者封禁")
- continue
- # 新逻辑,无需考虑账号是否关注
- await self.create_auto_reply_single_account_task(
- account_detail["gh_id"], account.公众号名
- )
- except Exception as e:
- print(f"处理账号{account.公众号名}异常", e)
- # 异步获取关注结果
- async def get_auto_reply_response(self):
- task_list = await self.fetch_auto_replying_tasks()
- if not task_list:
- print("No processing task yet")
- return
- for task in tqdm(task_list):
- try:
- task_id = task["task_id"]
- response = await self.get_auto_reply_task_result(task_id)
- if not response:
- continue
- task_status = response[0]["task_status"]
- task_result = response[0]["task_result"]
- update_timestamp = response[0]["update_timestamp"]
- match task_status:
- case self.FETCH_FAIL_STATUS:
- await self.update_auto_reply_task_status(
- task_id, "task", self.PROCESSING_STATUS, self.FAIL_STATUS
- )
- case self.FETCH_SUCCESS_STATUS:
- await self.set_auto_reply_result(
- task_id, update_timestamp, task_result
- )
- case _:
- continue
- except Exception as e:
- print(e)
- # 解析单个xml
- async def extract_single_xml(self, task):
- task_id = task["task_id"]
- result = task["result"]
- # acquire lock
- acquire_lock = await self.update_auto_reply_task_status(
- task_id, "extract", self.INIT_STATUS, self.PROCESSING_STATUS
- )
- if not acquire_lock:
- return
- try:
- # parse xml
- xml_list = json.loads(result) if type(result) == str else result
- for index, item in enumerate(xml_list, 1):
- xml_obj = self.extract_callback_xml(item)
- if xml_obj:
- msg_type = xml_obj.get("msg_type", None)
- match msg_type:
- case "33":
- await self.store_card(task_id, index, msg_type, xml_obj)
- case "5":
- await self.store_article(task_id, index, msg_type, xml_obj)
- case _:
- continue
- await asyncio.sleep(5)
- await self.update_auto_reply_task_status(
- task_id, "extract", self.PROCESSING_STATUS, self.SUCCESS_STATUS
- )
- except Exception as e:
- print(e)
- print(traceback.format_exc())
- await self.update_auto_reply_task_status(
- task_id, "extract", self.PROCESSING_STATUS, self.FAIL_STATUS
- )
- # main function
- async def deal(self, task_name):
- match task_name:
- case "follow_gzh_task":
- await self.follow_gzh_task()
- case "get_auto_reply_task":
- await self.get_auto_reply_response()
- case "extract_task":
- task_list = await self.get_extract_tasks()
- if not task_list:
- print("No tasks to extract now")
- return
- for task in tqdm(task_list, desc="解析任务"):
- await self.extract_single_xml(task)
- await asyncio.sleep(10)
- case "re_extract_task":
- pass
- case _:
- print("task_error")
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