161 lines
6.6 KiB
Python
161 lines
6.6 KiB
Python
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}")
|