core.py
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# 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
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_baidu_tieba import TiebaCreator, TiebaNote
from proxy.proxy_ip_pool import IpInfoModel, create_ip_pool
from store import tieba as tieba_store
from tools import utils
from tools.cdp_browser import CDPBrowserManager
from var import crawler_type_var, source_keyword_var
from .client import BaiduTieBaClient
from .field import SearchNoteType, SearchSortType
from .help import TieBaExtractor
from .login import BaiduTieBaLogin
class TieBaCrawler(AbstractCrawler):
context_page: Page
tieba_client: BaiduTieBaClient
browser_context: BrowserContext
cdp_manager: Optional[CDPBrowserManager]
def __init__(self) -> None:
self.index_url = "https://tieba.baidu.com"
self.user_agent = utils.get_user_agent()
self._page_extractor = TieBaExtractor()
self.cdp_manager = None
async def start(self) -> None:
"""
Start the crawler
Returns:
"""
ip_proxy_pool, httpx_proxy_format = None, None
if config.ENABLE_IP_PROXY:
utils.logger.info(
"[BaiduTieBaCrawler.start] Begin create ip proxy pool ..."
)
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()
_, httpx_proxy_format = utils.format_proxy_info(ip_proxy_info)
utils.logger.info(
f"[BaiduTieBaCrawler.start] Init default ip proxy, value: {httpx_proxy_format}"
)
# Create a client to interact with the baidutieba website.
self.tieba_client = BaiduTieBaClient(
ip_pool=ip_proxy_pool,
default_ip_proxy=httpx_proxy_format,
)
crawler_type_var.set(config.CRAWLER_TYPE)
if config.CRAWLER_TYPE == "search":
# Search for notes and retrieve their comment information.
await self.search()
await self.get_specified_tieba_notes()
elif config.CRAWLER_TYPE == "detail":
# Get the information and comments of the specified post
await self.get_specified_notes()
elif config.CRAWLER_TYPE == "creator":
# Get creator's information and their notes and comments
await self.get_creators_and_notes()
else:
pass
utils.logger.info("[BaiduTieBaCrawler.start] Tieba Crawler finished ...")
async def search(self) -> None:
"""
Search for notes and retrieve their comment information.
Returns:
"""
utils.logger.info(
"[BaiduTieBaCrawler.search] Begin search baidu tieba keywords"
)
tieba_limit_count = 10 # tieba limit page fixed value
if config.CRAWLER_MAX_NOTES_COUNT < tieba_limit_count:
config.CRAWLER_MAX_NOTES_COUNT = tieba_limit_count
start_page = config.START_PAGE
for keyword in config.KEYWORDS.split(","):
source_keyword_var.set(keyword)
utils.logger.info(
f"[BaiduTieBaCrawler.search] Current search keyword: {keyword}"
)
page = 1
while (
page - start_page + 1
) * tieba_limit_count <= config.CRAWLER_MAX_NOTES_COUNT:
if page < start_page:
utils.logger.info(f"[BaiduTieBaCrawler.search] Skip page {page}")
page += 1
continue
try:
utils.logger.info(
f"[BaiduTieBaCrawler.search] search tieba keyword: {keyword}, page: {page}"
)
notes_list: List[TiebaNote] = (
await self.tieba_client.get_notes_by_keyword(
keyword=keyword,
page=page,
page_size=tieba_limit_count,
sort=SearchSortType.TIME_DESC,
note_type=SearchNoteType.FIXED_THREAD,
)
)
if not notes_list:
utils.logger.info(
f"[BaiduTieBaCrawler.search] Search note list is empty"
)
break
utils.logger.info(
f"[BaiduTieBaCrawler.search] Note list len: {len(notes_list)}"
)
await self.get_specified_notes(
note_id_list=[note_detail.note_id for note_detail in notes_list]
)
page += 1
except Exception as ex:
utils.logger.error(
f"[BaiduTieBaCrawler.search] Search keywords error, current page: {page}, current keyword: {keyword}, err: {ex}"
)
break
async def get_specified_tieba_notes(self):
"""
Get the information and comments of the specified post by tieba name
Returns:
"""
tieba_limit_count = 50
if config.CRAWLER_MAX_NOTES_COUNT < tieba_limit_count:
config.CRAWLER_MAX_NOTES_COUNT = tieba_limit_count
for tieba_name in config.TIEBA_NAME_LIST:
utils.logger.info(
f"[BaiduTieBaCrawler.get_specified_tieba_notes] Begin get tieba name: {tieba_name}"
)
page_number = 0
while page_number <= config.CRAWLER_MAX_NOTES_COUNT:
note_list: List[TiebaNote] = (
await self.tieba_client.get_notes_by_tieba_name(
tieba_name=tieba_name, page_num=page_number
)
)
if not note_list:
utils.logger.info(
f"[BaiduTieBaCrawler.get_specified_tieba_notes] Get note list is empty"
)
break
utils.logger.info(
f"[BaiduTieBaCrawler.get_specified_tieba_notes] tieba name: {tieba_name} note list len: {len(note_list)}"
)
await self.get_specified_notes([note.note_id for note in note_list])
page_number += tieba_limit_count
async def get_specified_notes(
self, note_id_list: List[str] = config.TIEBA_SPECIFIED_ID_LIST
):
"""
Get the information and comments of the specified post
Args:
note_id_list:
Returns:
"""
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
task_list = [
self.get_note_detail_async_task(note_id=note_id, semaphore=semaphore)
for note_id in note_id_list
]
note_details = await asyncio.gather(*task_list)
note_details_model: List[TiebaNote] = []
for note_detail in note_details:
if note_detail is not None:
note_details_model.append(note_detail)
await tieba_store.update_tieba_note(note_detail)
await self.batch_get_note_comments(note_details_model)
async def get_note_detail_async_task(
self, note_id: str, semaphore: asyncio.Semaphore
) -> Optional[TiebaNote]:
"""
Get note detail
Args:
note_id: baidu tieba note id
semaphore: asyncio semaphore
Returns:
"""
async with semaphore:
try:
utils.logger.info(
f"[BaiduTieBaCrawler.get_note_detail] Begin get note detail, note_id: {note_id}"
)
note_detail: TiebaNote = await self.tieba_client.get_note_by_id(note_id)
if not note_detail:
utils.logger.error(
f"[BaiduTieBaCrawler.get_note_detail] Get note detail error, note_id: {note_id}"
)
return None
return note_detail
except Exception as ex:
utils.logger.error(
f"[BaiduTieBaCrawler.get_note_detail] Get note detail error: {ex}"
)
return None
except KeyError as ex:
utils.logger.error(
f"[BaiduTieBaCrawler.get_note_detail] have not fund note detail note_id:{note_id}, err: {ex}"
)
return None
async def batch_get_note_comments(self, note_detail_list: List[TiebaNote]):
"""
Batch get note comments
Args:
note_detail_list:
Returns:
"""
if not config.ENABLE_GET_COMMENTS:
return
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
task_list: List[Task] = []
for note_detail in note_detail_list:
task = asyncio.create_task(
self.get_comments_async_task(note_detail, semaphore),
name=note_detail.note_id,
)
task_list.append(task)
await asyncio.gather(*task_list)
async def get_comments_async_task(
self, note_detail: TiebaNote, semaphore: asyncio.Semaphore
):
"""
Get comments async task
Args:
note_detail:
semaphore:
Returns:
"""
async with semaphore:
utils.logger.info(
f"[BaiduTieBaCrawler.get_comments] Begin get note id comments {note_detail.note_id}"
)
await self.tieba_client.get_note_all_comments(
note_detail=note_detail,
crawl_interval=random.random(),
callback=tieba_store.batch_update_tieba_note_comments,
max_count=config.CRAWLER_MAX_COMMENTS_COUNT_SINGLENOTES,
)
async def get_creators_and_notes(self) -> None:
"""
Get creator's information and their notes and comments
Returns:
"""
utils.logger.info(
"[WeiboCrawler.get_creators_and_notes] Begin get weibo creators"
)
for creator_url in config.TIEBA_CREATOR_URL_LIST:
creator_page_html_content = await self.tieba_client.get_creator_info_by_url(
creator_url=creator_url
)
creator_info: TiebaCreator = self._page_extractor.extract_creator_info(
creator_page_html_content
)
if creator_info:
utils.logger.info(
f"[WeiboCrawler.get_creators_and_notes] creator info: {creator_info}"
)
if not creator_info:
raise Exception("Get creator info error")
await tieba_store.save_creator(user_info=creator_info)
# Get all note information of the creator
all_notes_list = (
await self.tieba_client.get_all_notes_by_creator_user_name(
user_name=creator_info.user_name,
crawl_interval=0,
callback=tieba_store.batch_update_tieba_notes,
max_note_count=config.CRAWLER_MAX_NOTES_COUNT,
creator_page_html_content=creator_page_html_content,
)
)
await self.batch_get_note_comments(all_notes_list)
else:
utils.logger.error(
f"[WeiboCrawler.get_creators_and_notes] get creator info error, creator_url:{creator_url}"
)
async def launch_browser(
self,
chromium: BrowserType,
playwright_proxy: Optional[Dict],
user_agent: Optional[str],
headless: bool = True,
) -> BrowserContext:
"""
Launch browser and create browser
Args:
chromium:
playwright_proxy:
user_agent:
headless:
Returns:
"""
utils.logger.info(
"[BaiduTieBaCrawler.launch_browser] Begin create browser context ..."
)
if config.SAVE_LOGIN_STATE:
# feat issue #14
# we will save login state to avoid login every time
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,
)
return browser_context
else:
browser = await chromium.launch(headless=headless, proxy=playwright_proxy) # 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"[TieBaCrawler] CDP浏览器信息: {browser_info}")
return browser_context
except Exception as e:
utils.logger.error(f"[TieBaCrawler] 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 close(self):
"""
Close browser context
Returns:
"""
# 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("[BaiduTieBaCrawler.close] Browser context closed ...")