LongArticleTaskServer/applications/tasks/crawler_tasks/crawler_toutiao.py

from __future__ import annotations

import asyncio
import json
import time
import aiohttp
import traceback
from datetime import datetime
from typing import List, Dict

from tqdm import tqdm

from applications.api import feishu_robot
from applications.crawler.toutiao import get_toutiao_account_info_list
from applications.crawler.toutiao import search_in_toutiao
from applications.crawler.toutiao import get_toutiao_detail
from applications.pipeline import CrawlerPipeline
from applications.utils import async_proxy, get_top_article_title_list


class CrawlerToutiaoConst:
    # platform
    PLATFORM = "toutiao"

    # account status
    TOUTIAO_ACCOUNT_GOOD_STATUS = 1
    TOUTIAO_ACCOUNT_BAD_STATUS = 0

    # earliest cursor, 2021-01-01 00:00:00
    DEFAULT_CURSOR = 1609430400

    # no source account
    NO_SOURCE_ACCOUNT_STATUS = 0

    # title length min
    MIN_TITLE_LENGTH = 10

    # max video length(second)
    MAX_VIDEO_LENGTH = 600

    # sleep second
    SLEEP_SECOND = 3

    RECOMMEND_TIMES = 10
    # 文章模态
    ARTICLE_TYPE = 1


class CrawlerToutiao(CrawlerPipeline, CrawlerToutiaoConst):
    def __init__(self, pool, log_client, trace_id):
        super().__init__(pool, log_client)
        self.trace_id = trace_id

    async def get_request_params(self, category):
        """
        get request params
        """
        query = f"""
            select request_method, request_url, request_headers, post_data
            from toutiao_request_params
            where category = %s and expire_flag = %s 
            order by id desc limit 1;
        """
        response = await self.pool.async_fetch(query=query, params=(category, 0))
        if not response:
            now = datetime.now()
            if 10 < now.hour < 21:
                await feishu_robot.bot(
                    title="今日头条推荐流，cookie 过期",
                    detail={"info": "cookie expired"},
                )
            return None
        else:
            return response[0]

    async def get_account_list(self, media_type: str) -> List[dict]:
        """get toutiao account list"""
        match media_type:
            case "video":
                table = "video_meta_accounts"
            case "article":
                table = "article_meta_accounts"
            case _:
                return []

        # fetch query
        query = f"""
            select account_id, max_cursor
            from {table}
            where platform = 'toutiao' and status = {self.TOUTIAO_ACCOUNT_GOOD_STATUS};
        """
        response = await self.pool.async_fetch(query)
        await self.log_client.log(
            contents={
                "trace_id": self.trace_id,
                "task": "crawler_toutiao",
                "function": "get_account_list",
                "message": f"get toutiao account list, media_type: {media_type}",
                "status": "success",
                "data": response,
            }
        )
        if not response:
            await feishu_robot.bot(
                title=f"抓取头条账号内容任务： 任务模态：{media_type} 异常",
                detail={"platform": self.PLATFORM, "error": "获取账号异常"},
            )
            return []
        else:
            return response

    async def crawler_each_account_info_list(
        self,
        account_id: str,
        media_type: str,
        max_cursor: int | None,
        max_behot_time: int = 0,
    ):
        """
        account_id: toutiao account id
        max_cursor: crawler latest cursor for each account
        max_behot_time: max behot time from toutiao, use to switch to next page
        """
        has_more = True
        current_cursor = max_behot_time
        max_cursor = max_cursor or self.DEFAULT_CURSOR
        cookie = await self.get_config_value(
            key="toutiao_blogger_cookie", output_type="string"
        )
        while has_more:
            response = await get_toutiao_account_info_list(
                account_id=account_id,
                cookie=cookie,
                media_type=media_type,
                max_behot_time=current_cursor,
            )
            if not response:
                break

            if response["message"] != "success":
                break

            info_list = response["data"]
            has_more = response["has_more"]
            current_cursor = response["next"]["max_behot_time"]

            if not info_list:
                break

            max_timestamp_in_this_group = info_list[0]["publish_time"]
            if max_timestamp_in_this_group < max_cursor:
                break

            # do crawler
            match media_type:
                case "video":
                    bar_description = "crawler videos"
                case "article":
                    bar_description = "crawler articles"
                case _:
                    raise Exception(f"unknown media type: {media_type}")

            crawler_info_list_bar = tqdm(info_list, desc=bar_description)
            for info in crawler_info_list_bar:
                try:
                    crawler_info_list_bar.set_postfix({"id": info["id"]})
                    match media_type:
                        case "video":
                            await self.crawler_each_video(info)
                        case "article":
                            await self.crawler_each_article(
                                method="account", article_raw_data=info
                            )
                        case _:
                            raise Exception(f"unknown media type: {media_type}")

                except Exception as e:
                    raise Exception(f"crawler each info failed: {e}")

            if has_more:
                time.sleep(self.SLEEP_SECOND)
            else:
                break

    async def crawler_each_account(self, account_name, account_id, media_type, cookie):
        """
        get toutiao account info
        """
        new_account_item = {
            "account_name": account_name,
            "account_id": account_id,
            "platform": self.PLATFORM,
            "crawler_date": datetime.now().strftime("%Y-%m-%d"),
            "media_type": media_type,
        }
        # get title_list
        response = await get_toutiao_account_info_list(
            account_id=account_id,
            cookie=cookie,
            media_type="article"
        )
        if not response:
            return

        article_raw_data = response["data"]
        title_list = [i['title'] for i in article_raw_data]
        new_account_item["title_list"] = json.dumps(title_list, ensure_ascii=False)
        await self.save_item_to_database(media_type="account", item=new_account_item, trace_id=self.trace_id)

    async def crawler_each_article(self, method, article_raw_data, category=None):
        """
        crawler each article
        """
        # 公共字段提取
        base_item = {
            "platform": self.PLATFORM,
            "mode": method,
            "out_account_id": article_raw_data["user_info"]["user_id"],
            "title": article_raw_data["title"],
            "read_cnt": article_raw_data["read_count"],
            "like_cnt": article_raw_data["like_count"],
            "publish_time": article_raw_data["publish_time"],
            "crawler_time": int(time.time()),
        }
        match method:
            case "account":
                new_article_item = {
                    **base_item,
                    "category": "toutiao_account_association",
                    "link": f"https://www.toutiao.com/article/{article_raw_data['group_id']}",
                    "description": article_raw_data["abstract"],
                    "unique_index": article_raw_data["group_id"],
                }
            case "recommend":
                new_article_item = {
                    **base_item,
                    "category": category,
                    "title": article_raw_data["title"],
                    "link": f"https://www.toutiao.com/article/{article_raw_data['item_id']}",
                    "description": article_raw_data["Abstract"],
                    "unique_index": article_raw_data["item_id"],
                }
            case _:
                raise Exception(f"unknown method: {method}")
        await self.save_item_to_database(media_type="article", item=new_article_item, trace_id=self.trace_id)

    async def crawler_each_video(self, video_raw_data):
        pass

    async def update_account_max_cursor(self, media_type: str, account_id: str) -> None:
        """
        update account max cursor
        """
        match media_type:
            case "video":
                query = f"""
                    select max(publish_timestamp) as max_cursor 
                    from publish_single_video_source 
                    where out_account_id = %s and platform = %s;
                """
                table = "video_meta_accounts"
            case "article":
                query = f"""
                    select max(publish_time) as max_cursor
                    from crawler_meta_article 
                    where out_account_id = %s and platform = %s;
                """
                table = "article_meta_accounts"
            case _:
                raise Exception(f"unknown media type: {media_type}")

        response = await self.pool.async_fetch(
            query, params=(account_id, self.PLATFORM)
        )
        max_publish_timestamp = response[0]["max_cursor"]

        if max_publish_timestamp:
            query = f"""
                update {table}
                set max_cursor = %s
                where account_id = %s and platform = %s;
            """
            await self.pool.async_save(
                query, (max_publish_timestamp, account_id, self.PLATFORM)
            )

    # 获取个人主页文章/视频
    async def crawler_task(self, media_type: str) -> None:
        """
        class entrance
        """
        account_list = await self.get_account_list(media_type=media_type)
        account_list_bar = tqdm(account_list, desc="crawler toutiao accounts")
        for account in account_list_bar:
            account_id = account["account_id"]
            max_cursor = account["max_cursor"]
            try:
                account_list_bar.set_postfix({"account_id": account_id})
                await self.crawler_each_account_info_list(
                    account_id=account_id, media_type=media_type, max_cursor=max_cursor
                )
                await self.update_account_max_cursor(
                    media_type=media_type, account_id=account_id
                )
                await self.log_client.log(
                    contents={
                        "trace_id": self.trace_id,
                        "task": "crawler_toutiao_account_info",
                        "function": "crawler_task",
                        "message": f"crawler account: {account_id} successfully, media type: {media_type}",
                        "status": "success",
                    }
                )

            except Exception as e:
                await self.log_client.log(
                    contents={
                        "trace_id": self.trace_id,
                        "task": "crawler_toutiao_account_info",
                        "function": "crawler_task",
                        "message": f"crawler_account: {account_id} fail",
                        "status": "fail",
                        "data": {
                            "media_type": media_type,
                            "error": str(e),
                            "traceback": traceback.format_exc(),
                        },
                    }
                )

    async def crawler_recommend_articles(self, category: str) -> None:
        cookie = await self.get_request_params(category=category)
        if not cookie:
            return

        for crawler_time in range(self.RECOMMEND_TIMES):
            try:
                proxy_url = async_proxy()["url"]
                proxy_auth = aiohttp.BasicAuth(
                    async_proxy()["username"], async_proxy()["password"]
                )
                async with aiohttp.ClientSession() as session:
                    async with session.request(
                        method=cookie["request_method"],
                        url=cookie["request_url"],
                        headers=json.loads(cookie["request_headers"]),
                        proxy=proxy_url,
                        proxy_auth=proxy_auth,
                    ) as response:
                        response.raise_for_status()
                        response_json = await response.json()

                await self.log_client.log(
                    contents={
                        "task": "crawler_toutiao",
                        "function": "crawler_recommend_articles",
                        "message": f"crawler {category} articles, crawler time: {crawler_time + 1}",
                        "trace_id": self.trace_id,
                        "status": "success",
                        "data": response_json,
                    }
                )
            except Exception as e:
                await self.log_client.log(
                    contents={
                        "task": "crawler_toutiao",
                        "function": "crawler_recommend_articles",
                        "message": f"crawler {category} articles, crawler time: {crawler_time + 1}",
                        "status": "fail",
                        "trace_id": self.trace_id,
                        "data": {
                            "error": str(e),
                            "traceback": traceback.format_exc(),
                        },
                    }
                )
                continue

            if not response_json:
                continue
            article_list = response_json["data"]
            for article in article_list:
                if article.get("article_url"):
                    video_flag = article.get("has_video")
                    if not video_flag:
                        try:
                            await self.crawler_each_article(
                                method="recommend",
                                article_raw_data=article,
                                category=category,
                            )
                        except Exception as e:
                            print(f"crawler_recommend_articles error: {e}")
                    else:
                        print("this is an video rather than article")
                        continue
                else:
                    continue

    # 抓推荐流
    async def crawl_toutiao_recommend_task(self, category_list: List[str]) -> None:
        if not category_list:
            category_list = ["finance", "tech", "history", "entertainment"]

        for category in category_list:
            await self.crawler_recommend_articles(category=category)

    # 搜索抓账号
    async def search_candidate_accounts(self):
        top_title_list = await get_top_article_title_list(pool=self.pool)
        cookie = await self.get_config_value(
            key="toutiao_blogger_cookie", output_type="string"
        )
        for article in top_title_list:
            title = article["title"]
            try:
                search_response = await search_in_toutiao(keyword=title)
                if not search_response:
                    continue

                article_list = search_response["data"]["data"]
                for search_article in article_list:
                    try:
                        article_url = search_article["article_url"]
                        account_name = search_article["source"]
                        if not (
                            article_url
                            and account_name
                            and "toutiao.com" in article_url
                        ):
                            continue

                        article_detail = await get_toutiao_detail(article_url)
                        if not article_detail:
                            continue

                        account_id = (
                            article_detail.get("data", {})
                            .get("data", {})
                            .get("channel_account_id")
                        )
                        if account_id:
                            await self.crawler_each_account(
                                account_name, account_id, self.ARTICLE_TYPE, cookie
                            )

                        await asyncio.sleep(1)

                    except Exception as e:
                        await self.log_client.log(
                            contents={
                                "task": "crawler_toutiao",
                                "function": "search_candidate_accounts",
                                "trace_id": self.trace_id,
                                "message": "crawler_account fail",
                                "status": "fail",
                                "date": {
                                    "error": str(e),
                                    "traceback": traceback.format_exc(),
                                    "article_info": article,
                                },
                            }
                        )
                await asyncio.sleep(5)

            except Exception as e:
                await self.log_client.log(
                    contents={
                        "task": "crawler_toutiao",
                        "function": "search_candidate_accounts",
                        "trace_id": self.trace_id,
                        "message": "search_in_toutiao failed",
                        "status": "fail",
                        "data": {
                            "error": str(e),
                            "traceback": traceback.format_exc(),
                        },
                    }
                )