mirror of
https://github.com/NanmiCoder/MediaCrawler.git
synced 2025-11-25 03:15:17 +08:00
446 lines
18 KiB
Python
446 lines
18 KiB
Python
# -*- coding: utf-8 -*-
|
||
# Copyright (c) 2025 relakkes@gmail.com
|
||
#
|
||
# This file is part of MediaCrawler project.
|
||
# Repository: https://github.com/NanmiCoder/MediaCrawler/blob/main/media_platform/kuaishou/core.py
|
||
# GitHub: https://github.com/NanmiCoder
|
||
# Licensed under NON-COMMERCIAL LEARNING LICENSE 1.1
|
||
#
|
||
|
||
# 声明:本代码仅供学习和研究目的使用。使用者应遵守以下原则:
|
||
# 1. 不得用于任何商业用途。
|
||
# 2. 使用时应遵守目标平台的使用条款和robots.txt规则。
|
||
# 3. 不得进行大规模爬取或对平台造成运营干扰。
|
||
# 4. 应合理控制请求频率,避免给目标平台带来不必要的负担。
|
||
# 5. 不得用于任何非法或不当的用途。
|
||
#
|
||
# 详细许可条款请参阅项目根目录下的LICENSE文件。
|
||
# 使用本代码即表示您同意遵守上述原则和LICENSE中的所有条款。
|
||
|
||
|
||
import asyncio
|
||
import os
|
||
# import random # Removed as we now use fixed config.CRAWLER_MAX_SLEEP_SEC intervals
|
||
import time
|
||
from asyncio import Task
|
||
from typing import Dict, List, Optional, Tuple
|
||
|
||
from playwright.async_api import (
|
||
BrowserContext,
|
||
BrowserType,
|
||
Page,
|
||
Playwright,
|
||
async_playwright,
|
||
)
|
||
|
||
import config
|
||
from base.base_crawler import AbstractCrawler
|
||
from model.m_kuaishou import VideoUrlInfo, CreatorUrlInfo
|
||
from proxy.proxy_ip_pool import IpInfoModel, create_ip_pool
|
||
from store import kuaishou as kuaishou_store
|
||
from tools import utils
|
||
from tools.cdp_browser import CDPBrowserManager
|
||
from var import comment_tasks_var, crawler_type_var, source_keyword_var
|
||
|
||
from .client import KuaiShouClient
|
||
from .exception import DataFetchError
|
||
from .help import parse_video_info_from_url, parse_creator_info_from_url
|
||
from .login import KuaishouLogin
|
||
|
||
|
||
class KuaishouCrawler(AbstractCrawler):
|
||
context_page: Page
|
||
ks_client: KuaiShouClient
|
||
browser_context: BrowserContext
|
||
cdp_manager: Optional[CDPBrowserManager]
|
||
|
||
def __init__(self):
|
||
self.index_url = "https://www.kuaishou.com"
|
||
self.user_agent = utils.get_user_agent()
|
||
self.cdp_manager = None
|
||
|
||
async def start(self):
|
||
playwright_proxy_format, httpx_proxy_format = None, None
|
||
if config.ENABLE_IP_PROXY:
|
||
ip_proxy_pool = await create_ip_pool(
|
||
config.IP_PROXY_POOL_COUNT, enable_validate_ip=True
|
||
)
|
||
ip_proxy_info: IpInfoModel = await ip_proxy_pool.get_proxy()
|
||
playwright_proxy_format, httpx_proxy_format = utils.format_proxy_info(
|
||
ip_proxy_info
|
||
)
|
||
|
||
async with async_playwright() as playwright:
|
||
# 根据配置选择启动模式
|
||
if config.ENABLE_CDP_MODE:
|
||
utils.logger.info("[KuaishouCrawler] 使用CDP模式启动浏览器")
|
||
self.browser_context = await self.launch_browser_with_cdp(
|
||
playwright,
|
||
playwright_proxy_format,
|
||
self.user_agent,
|
||
headless=config.CDP_HEADLESS,
|
||
)
|
||
else:
|
||
utils.logger.info("[KuaishouCrawler] 使用标准模式启动浏览器")
|
||
# Launch a browser context.
|
||
chromium = playwright.chromium
|
||
self.browser_context = await self.launch_browser(
|
||
chromium, None, self.user_agent, headless=config.HEADLESS
|
||
)
|
||
# stealth.min.js is a js script to prevent the website from detecting the crawler.
|
||
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(f"{self.index_url}?isHome=1")
|
||
|
||
# Create a client to interact with the kuaishou website.
|
||
self.ks_client = await self.create_ks_client(httpx_proxy_format)
|
||
if not await self.ks_client.pong():
|
||
login_obj = KuaishouLogin(
|
||
login_type=config.LOGIN_TYPE,
|
||
login_phone=httpx_proxy_format,
|
||
browser_context=self.browser_context,
|
||
context_page=self.context_page,
|
||
cookie_str=config.COOKIES,
|
||
)
|
||
await login_obj.begin()
|
||
await self.ks_client.update_cookies(
|
||
browser_context=self.browser_context
|
||
)
|
||
|
||
crawler_type_var.set(config.CRAWLER_TYPE)
|
||
if config.CRAWLER_TYPE == "search":
|
||
# Search for videos and retrieve their comment information.
|
||
await self.search()
|
||
elif config.CRAWLER_TYPE == "detail":
|
||
# Get the information and comments of the specified post
|
||
await self.get_specified_videos()
|
||
elif config.CRAWLER_TYPE == "creator":
|
||
# Get creator's information and their videos and comments
|
||
await self.get_creators_and_videos()
|
||
else:
|
||
pass
|
||
|
||
utils.logger.info("[KuaishouCrawler.start] Kuaishou Crawler finished ...")
|
||
|
||
async def search(self):
|
||
utils.logger.info("[KuaishouCrawler.search] Begin search kuaishou keywords")
|
||
ks_limit_count = 20 # kuaishou limit page fixed value
|
||
if config.CRAWLER_MAX_NOTES_COUNT < ks_limit_count:
|
||
config.CRAWLER_MAX_NOTES_COUNT = ks_limit_count
|
||
start_page = config.START_PAGE
|
||
for keyword in config.KEYWORDS.split(","):
|
||
search_session_id = ""
|
||
source_keyword_var.set(keyword)
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.search] Current search keyword: {keyword}"
|
||
)
|
||
page = 1
|
||
while (
|
||
page - start_page + 1
|
||
) * ks_limit_count <= config.CRAWLER_MAX_NOTES_COUNT:
|
||
if page < start_page:
|
||
utils.logger.info(f"[KuaishouCrawler.search] Skip page: {page}")
|
||
page += 1
|
||
continue
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.search] search kuaishou keyword: {keyword}, page: {page}"
|
||
)
|
||
video_id_list: List[str] = []
|
||
videos_res = await self.ks_client.search_info_by_keyword(
|
||
keyword=keyword,
|
||
pcursor=str(page),
|
||
search_session_id=search_session_id,
|
||
)
|
||
if not videos_res:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.search] search info by keyword:{keyword} not found data"
|
||
)
|
||
continue
|
||
|
||
vision_search_photo: Dict = videos_res.get("visionSearchPhoto")
|
||
if vision_search_photo.get("result") != 1:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.search] search info by keyword:{keyword} not found data "
|
||
)
|
||
continue
|
||
search_session_id = vision_search_photo.get("searchSessionId", "")
|
||
for video_detail in vision_search_photo.get("feeds"):
|
||
video_id_list.append(video_detail.get("photo", {}).get("id"))
|
||
await kuaishou_store.update_kuaishou_video(video_item=video_detail)
|
||
|
||
# batch fetch video comments
|
||
page += 1
|
||
|
||
# Sleep after page navigation
|
||
await asyncio.sleep(config.CRAWLER_MAX_SLEEP_SEC)
|
||
utils.logger.info(f"[KuaishouCrawler.search] Sleeping for {config.CRAWLER_MAX_SLEEP_SEC} seconds after page {page-1}")
|
||
|
||
await self.batch_get_video_comments(video_id_list)
|
||
|
||
async def get_specified_videos(self):
|
||
"""Get the information and comments of the specified post"""
|
||
utils.logger.info("[KuaishouCrawler.get_specified_videos] Parsing video URLs...")
|
||
video_ids = []
|
||
for video_url in config.KS_SPECIFIED_ID_LIST:
|
||
try:
|
||
video_info = parse_video_info_from_url(video_url)
|
||
video_ids.append(video_info.video_id)
|
||
utils.logger.info(f"Parsed video ID: {video_info.video_id} from {video_url}")
|
||
except ValueError as e:
|
||
utils.logger.error(f"Failed to parse video URL: {e}")
|
||
continue
|
||
|
||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||
task_list = [
|
||
self.get_video_info_task(video_id=video_id, semaphore=semaphore)
|
||
for video_id in video_ids
|
||
]
|
||
video_details = await asyncio.gather(*task_list)
|
||
for video_detail in video_details:
|
||
if video_detail is not None:
|
||
await kuaishou_store.update_kuaishou_video(video_detail)
|
||
await self.batch_get_video_comments(video_ids)
|
||
|
||
async def get_video_info_task(
|
||
self, video_id: str, semaphore: asyncio.Semaphore
|
||
) -> Optional[Dict]:
|
||
"""Get video detail task"""
|
||
async with semaphore:
|
||
try:
|
||
result = await self.ks_client.get_video_info(video_id)
|
||
|
||
# Sleep after fetching video details
|
||
await asyncio.sleep(config.CRAWLER_MAX_SLEEP_SEC)
|
||
utils.logger.info(f"[KuaishouCrawler.get_video_info_task] Sleeping for {config.CRAWLER_MAX_SLEEP_SEC} seconds after fetching video details {video_id}")
|
||
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.get_video_info_task] Get video_id:{video_id} info result: {result} ..."
|
||
)
|
||
return result.get("visionVideoDetail")
|
||
except DataFetchError as ex:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.get_video_info_task] Get video detail error: {ex}"
|
||
)
|
||
return None
|
||
except KeyError as ex:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.get_video_info_task] have not fund video detail video_id:{video_id}, err: {ex}"
|
||
)
|
||
return None
|
||
|
||
async def batch_get_video_comments(self, video_id_list: List[str]):
|
||
"""
|
||
batch get video comments
|
||
:param video_id_list:
|
||
:return:
|
||
"""
|
||
if not config.ENABLE_GET_COMMENTS:
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.batch_get_video_comments] Crawling comment mode is not enabled"
|
||
)
|
||
return
|
||
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.batch_get_video_comments] video ids:{video_id_list}"
|
||
)
|
||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||
task_list: List[Task] = []
|
||
for video_id in video_id_list:
|
||
task = asyncio.create_task(
|
||
self.get_comments(video_id, semaphore), name=video_id
|
||
)
|
||
task_list.append(task)
|
||
|
||
comment_tasks_var.set(task_list)
|
||
await asyncio.gather(*task_list)
|
||
|
||
async def get_comments(self, video_id: str, semaphore: asyncio.Semaphore):
|
||
"""
|
||
get comment for video id
|
||
:param video_id:
|
||
:param semaphore:
|
||
:return:
|
||
"""
|
||
async with semaphore:
|
||
try:
|
||
utils.logger.info(
|
||
f"[KuaishouCrawler.get_comments] begin get video_id: {video_id} comments ..."
|
||
)
|
||
|
||
# Sleep before fetching comments
|
||
await asyncio.sleep(config.CRAWLER_MAX_SLEEP_SEC)
|
||
utils.logger.info(f"[KuaishouCrawler.get_comments] Sleeping for {config.CRAWLER_MAX_SLEEP_SEC} seconds before fetching comments for video {video_id}")
|
||
|
||
await self.ks_client.get_video_all_comments(
|
||
photo_id=video_id,
|
||
crawl_interval=config.CRAWLER_MAX_SLEEP_SEC,
|
||
callback=kuaishou_store.batch_update_ks_video_comments,
|
||
max_count=config.CRAWLER_MAX_COMMENTS_COUNT_SINGLENOTES,
|
||
)
|
||
except DataFetchError as ex:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.get_comments] get video_id: {video_id} comment error: {ex}"
|
||
)
|
||
except Exception as e:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler.get_comments] may be been blocked, err:{e}"
|
||
)
|
||
# use time.sleeep block main coroutine instead of asyncio.sleep and cacel running comment task
|
||
# maybe kuaishou block our request, we will take a nap and update the cookie again
|
||
current_running_tasks = comment_tasks_var.get()
|
||
for task in current_running_tasks:
|
||
task.cancel()
|
||
time.sleep(20)
|
||
await self.context_page.goto(f"{self.index_url}?isHome=1")
|
||
await self.ks_client.update_cookies(
|
||
browser_context=self.browser_context
|
||
)
|
||
|
||
async def create_ks_client(self, httpx_proxy: Optional[str]) -> KuaiShouClient:
|
||
"""Create ks client"""
|
||
utils.logger.info(
|
||
"[KuaishouCrawler.create_ks_client] Begin create kuaishou API client ..."
|
||
)
|
||
cookie_str, cookie_dict = utils.convert_cookies(
|
||
await self.browser_context.cookies()
|
||
)
|
||
ks_client_obj = KuaiShouClient(
|
||
proxy=httpx_proxy,
|
||
headers={
|
||
"User-Agent": self.user_agent,
|
||
"Cookie": cookie_str,
|
||
"Origin": self.index_url,
|
||
"Referer": self.index_url,
|
||
"Content-Type": "application/json;charset=UTF-8",
|
||
},
|
||
playwright_page=self.context_page,
|
||
cookie_dict=cookie_dict,
|
||
)
|
||
return ks_client_obj
|
||
|
||
async def launch_browser(
|
||
self,
|
||
chromium: BrowserType,
|
||
playwright_proxy: Optional[Dict],
|
||
user_agent: Optional[str],
|
||
headless: bool = True,
|
||
) -> BrowserContext:
|
||
"""Launch browser and create browser context"""
|
||
utils.logger.info(
|
||
"[KuaishouCrawler.launch_browser] Begin create browser context ..."
|
||
)
|
||
if config.SAVE_LOGIN_STATE:
|
||
user_data_dir = os.path.join(
|
||
os.getcwd(), "browser_data", config.USER_DATA_DIR % config.PLATFORM
|
||
) # type: ignore
|
||
browser_context = await chromium.launch_persistent_context(
|
||
user_data_dir=user_data_dir,
|
||
accept_downloads=True,
|
||
headless=headless,
|
||
proxy=playwright_proxy, # type: ignore
|
||
viewport={"width": 1920, "height": 1080},
|
||
user_agent=user_agent,
|
||
channel="chrome", # 使用系统的Chrome稳定版
|
||
)
|
||
return browser_context
|
||
else:
|
||
browser = await chromium.launch(headless=headless, proxy=playwright_proxy, channel="chrome") # type: ignore
|
||
browser_context = await browser.new_context(
|
||
viewport={"width": 1920, "height": 1080}, user_agent=user_agent
|
||
)
|
||
return browser_context
|
||
|
||
async def launch_browser_with_cdp(
|
||
self,
|
||
playwright: Playwright,
|
||
playwright_proxy: Optional[Dict],
|
||
user_agent: Optional[str],
|
||
headless: bool = True,
|
||
) -> BrowserContext:
|
||
"""
|
||
使用CDP模式启动浏览器
|
||
"""
|
||
try:
|
||
self.cdp_manager = CDPBrowserManager()
|
||
browser_context = await self.cdp_manager.launch_and_connect(
|
||
playwright=playwright,
|
||
playwright_proxy=playwright_proxy,
|
||
user_agent=user_agent,
|
||
headless=headless,
|
||
)
|
||
|
||
# 显示浏览器信息
|
||
browser_info = await self.cdp_manager.get_browser_info()
|
||
utils.logger.info(f"[KuaishouCrawler] CDP浏览器信息: {browser_info}")
|
||
|
||
return browser_context
|
||
|
||
except Exception as e:
|
||
utils.logger.error(
|
||
f"[KuaishouCrawler] CDP模式启动失败,回退到标准模式: {e}"
|
||
)
|
||
# 回退到标准模式
|
||
chromium = playwright.chromium
|
||
return await self.launch_browser(
|
||
chromium, playwright_proxy, user_agent, headless
|
||
)
|
||
|
||
async def get_creators_and_videos(self) -> None:
|
||
"""Get creator's videos and retrieve their comment information."""
|
||
utils.logger.info(
|
||
"[KuaiShouCrawler.get_creators_and_videos] Begin get kuaishou creators"
|
||
)
|
||
for creator_url in config.KS_CREATOR_ID_LIST:
|
||
try:
|
||
# Parse creator URL to get user_id
|
||
creator_info: CreatorUrlInfo = parse_creator_info_from_url(creator_url)
|
||
utils.logger.info(f"[KuaiShouCrawler.get_creators_and_videos] Parse creator URL info: {creator_info}")
|
||
user_id = creator_info.user_id
|
||
|
||
# get creator detail info from web html content
|
||
createor_info: Dict = await self.ks_client.get_creator_info(user_id=user_id)
|
||
if createor_info:
|
||
await kuaishou_store.save_creator(user_id, creator=createor_info)
|
||
except ValueError as e:
|
||
utils.logger.error(f"[KuaiShouCrawler.get_creators_and_videos] Failed to parse creator URL: {e}")
|
||
continue
|
||
|
||
# Get all video information of the creator
|
||
all_video_list = await self.ks_client.get_all_videos_by_creator(
|
||
user_id=user_id,
|
||
crawl_interval=config.CRAWLER_MAX_SLEEP_SEC,
|
||
callback=self.fetch_creator_video_detail,
|
||
)
|
||
|
||
video_ids = [
|
||
video_item.get("photo", {}).get("id") for video_item in all_video_list
|
||
]
|
||
await self.batch_get_video_comments(video_ids)
|
||
|
||
async def fetch_creator_video_detail(self, video_list: List[Dict]):
|
||
"""
|
||
Concurrently obtain the specified post list and save the data
|
||
"""
|
||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||
task_list = [
|
||
self.get_video_info_task(post_item.get("photo", {}).get("id"), semaphore)
|
||
for post_item in video_list
|
||
]
|
||
|
||
video_details = await asyncio.gather(*task_list)
|
||
for video_detail in video_details:
|
||
if video_detail is not None:
|
||
await kuaishou_store.update_kuaishou_video(video_detail)
|
||
|
||
async def close(self):
|
||
"""Close browser context"""
|
||
# 如果使用CDP模式,需要特殊处理
|
||
if self.cdp_manager:
|
||
await self.cdp_manager.cleanup()
|
||
self.cdp_manager = None
|
||
else:
|
||
await self.browser_context.close()
|
||
utils.logger.info("[KuaishouCrawler.close] Browser context closed ...")
|