import logging import asyncio from asyncio import Task from argparse import Namespace from typing import Optional, List, Dict, Tuple from playwright.async_api import async_playwright from playwright.async_api import Page from playwright.async_api import Cookie from playwright.async_api import BrowserContext import config from tools import utils from .client import DOUYINClient from .exception import DataFetchError from .login import DouYinLogin from base.base_crawler import AbstractCrawler from base.proxy_account_pool import AccountPool from models import douyin class DouYinCrawler(AbstractCrawler): def __init__(self): self.cookies: Optional[List[Cookie]] = None self.browser_context: Optional[BrowserContext] = None self.context_page: Optional[Page] = None self.proxy: Optional[Dict] = None self.user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/109.0.0.0 Safari/537.36" # fixed self.dy_client: Optional[DOUYINClient] = None self.command_args: Optional[Namespace] = None self.account_pool: Optional[AccountPool] = None def init_config(self, **kwargs): for key, value in kwargs.items(): setattr(self, key, value) def create_proxy_info(self) -> Tuple[str, Dict, str]: """Create proxy info for playwright and httpx""" # phone: 13012345671 # ip_proxy: 111.122.xx.xx1:8888 # 手机号和IP代理都是从账号池中获取的,并且它们是固定绑定的 phone, ip_proxy = self.account_pool.get_account() playwright_proxy = { "server": f"{config.IP_PROXY_PROTOCOL}{ip_proxy}", "username": config.IP_PROXY_USER, "password": config.IP_PROXY_PASSWORD, } httpx_proxy = f"{config.IP_PROXY_PROTOCOL}{config.IP_PROXY_USER}:{config.IP_PROXY_PASSWORD}@{ip_proxy}" return phone, playwright_proxy, httpx_proxy async def start(self): # phone: 1340xxxx, ip_proxy: 47.xxx.xxx.xxx:8888 account_phone, ip_proxy = self.account_pool.get_account() # 抖音平台如果开启代理登录的话,会被风控,所以这里不开启代理 playwright_proxy = None # playwright_proxy = { # "server": f"{config.ip_proxy_protocol}{ip_proxy}", # "username": config.ip_proxy_user, # "password": config.ip_proxy_password, # } httpx_proxy = f"{config.IP_PROXY_PROTOCOL}{config.IP_PROXY_USER}:{config.IP_PROXY_PASSWORD}@{ip_proxy}" if not config.ENABLE_IP_PROXY: playwright_proxy = None httpx_proxy = None async with async_playwright() as playwright: chromium = playwright.chromium browser = await chromium.launch(headless=config.HEADLESS, proxy=playwright_proxy) self.browser_context = await browser.new_context( viewport={"width": 1800, "height": 900}, user_agent=self.user_agent, ) # execute JS to bypass anti automation/crawler detection await self.browser_context.add_init_script(path="libs/stealth.min.js") self.context_page = await self.browser_context.new_page() await self.context_page.goto("https://www.douyin.com", wait_until="domcontentloaded") await asyncio.sleep(3) # begin login login_obj = DouYinLogin( login_type=self.command_args.lt, login_phone=account_phone, browser_context=self.browser_context, context_page=self.context_page, cookie_str=config.COOKIES ) await login_obj.begin() # update cookies await self.update_cookies() # init request client cookie_str, cookie_dict = utils.convert_cookies(self.cookies) self.dy_client = DOUYINClient( proxies=httpx_proxy, headers={ "User-Agent": self.user_agent, "Cookie": cookie_str, "Host": "www.douyin.com", "Origin": "https://www.douyin.com/", "Referer": "https://www.douyin.com/", "Content-Type": "application/json;charset=UTF-8" }, playwright_page=self.context_page, cookie_dict=cookie_dict, ) # search_posts await self.search_posts() # block main crawler coroutine await asyncio.Event().wait() async def update_cookies(self): self.cookies = await self.browser_context.cookies() async def search_posts(self): logging.info("Begin search douyin keywords") for keyword in config.KEYWORDS.split(","): logging.info(f"Current keyword: {keyword}") aweme_list: List[str] = [] max_note_len = 20 page = 0 while max_note_len > 0: try: posts_res = await self.dy_client.search_info_by_keyword(keyword=keyword, offset=page * 10) except DataFetchError: logging.error(f"search douyin keyword: {keyword} failed") break page += 1 max_note_len -= 10 for post_item in posts_res.get("data"): try: aweme_info: Dict = post_item.get("aweme_info") or \ post_item.get("aweme_mix_info", {}).get("mix_items")[0] except TypeError: continue aweme_list.append(aweme_info.get("aweme_id")) await douyin.update_douyin_aweme(aweme_item=aweme_info) print(f"keyword:{keyword}, aweme_list:{aweme_list}") await self.batch_get_note_comments(aweme_list) async def batch_get_note_comments(self, aweme_list: List[str]): task_list: List[Task] = [] for aweme_id in aweme_list: task = asyncio.create_task(self.get_comments(aweme_id), name=aweme_id) task_list.append(task) await asyncio.wait(task_list) async def get_comments(self, aweme_id: str): try: await self.dy_client.get_aweme_all_comments( aweme_id=aweme_id, callback=douyin.batch_update_dy_aweme_comments ) print(f"aweme_id: {aweme_id} comments have all been obtained completed ...") except DataFetchError as e: logging.error(f"aweme_id: {aweme_id} get comments failed, error: {e}")