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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 json | |
from typing import Any, Callable, Dict, List, Optional, Union | |
from urllib.parse import urlencode | |
import httpx | |
from playwright.async_api import BrowserContext | |
from tenacity import RetryError, retry, stop_after_attempt, wait_fixed | |
import config | |
from base.base_crawler import AbstractApiClient | |
from model.m_baidu_tieba import TiebaComment, TiebaCreator, TiebaNote | |
from proxy.proxy_ip_pool import ProxyIpPool | |
from tools import utils | |
from .field import SearchNoteType, SearchSortType | |
from .help import TieBaExtractor | |
class BaiduTieBaClient(AbstractApiClient): | |
def __init__( | |
self, | |
timeout=10, | |
ip_pool=None, | |
default_ip_proxy=None, | |
): | |
self.ip_pool: Optional[ProxyIpPool] = ip_pool | |
self.timeout = timeout | |
self.headers = { | |
"User-Agent": utils.get_user_agent(), | |
"Cookies": "", | |
} | |
self._host = "https://tieba.baidu.com" | |
self._page_extractor = TieBaExtractor() | |
self.default_ip_proxy = default_ip_proxy | |
async def request(self, method, url, return_ori_content=False, proxies=None, **kwargs) -> Union[str, Any]: | |
""" | |
封装httpx的公共请求方法,对请求响应做一些处理 | |
Args: | |
method: 请求方法 | |
url: 请求的URL | |
return_ori_content: 是否返回原始内容 | |
proxies: 代理IP | |
**kwargs: 其他请求参数,例如请求头、请求体等 | |
Returns: | |
""" | |
actual_proxies = proxies if proxies else self.default_ip_proxy | |
async with httpx.AsyncClient(proxies=actual_proxies) as client: | |
response = await client.request( | |
method, url, timeout=self.timeout, | |
headers=self.headers, **kwargs | |
) | |
if response.status_code != 200: | |
utils.logger.error(f"Request failed, method: {method}, url: {url}, status code: {response.status_code}") | |
utils.logger.error(f"Request failed, response: {response.text}") | |
raise Exception(f"Request failed, method: {method}, url: {url}, status code: {response.status_code}") | |
if response.text == "" or response.text == "blocked": | |
utils.logger.error(f"request params incrr, response.text: {response.text}") | |
raise Exception("account blocked") | |
if return_ori_content: | |
return response.text | |
return response.json() | |
async def get(self, uri: str, params=None, return_ori_content=False, **kwargs) -> Any: | |
""" | |
GET请求,对请求头签名 | |
Args: | |
uri: 请求路由 | |
params: 请求参数 | |
return_ori_content: 是否返回原始内容 | |
Returns: | |
""" | |
final_uri = uri | |
if isinstance(params, dict): | |
final_uri = (f"{uri}?" | |
f"{urlencode(params)}") | |
try: | |
res = await self.request(method="GET", url=f"{self._host}{final_uri}", | |
return_ori_content=return_ori_content, | |
**kwargs) | |
return res | |
except RetryError as e: | |
if self.ip_pool: | |
proxie_model = await self.ip_pool.get_proxy() | |
_, proxies = utils.format_proxy_info(proxie_model) | |
res = await self.request(method="GET", url=f"{self._host}{final_uri}", | |
return_ori_content=return_ori_content, | |
proxies=proxies, | |
**kwargs) | |
self.default_ip_proxy = proxies | |
return res | |
utils.logger.error(f"[BaiduTieBaClient.get] 达到了最大重试次数,IP已经被Block,请尝试更换新的IP代理: {e}") | |
raise Exception(f"[BaiduTieBaClient.get] 达到了最大重试次数,IP已经被Block,请尝试更换新的IP代理: {e}") | |
async def post(self, uri: str, data: dict, **kwargs) -> Dict: | |
""" | |
POST请求,对请求头签名 | |
Args: | |
uri: 请求路由 | |
data: 请求体参数 | |
Returns: | |
""" | |
json_str = json.dumps(data, separators=(',', ':'), ensure_ascii=False) | |
return await self.request(method="POST", url=f"{self._host}{uri}", | |
data=json_str, **kwargs) | |
async def pong(self) -> bool: | |
""" | |
用于检查登录态是否失效了 | |
Returns: | |
""" | |
utils.logger.info("[BaiduTieBaClient.pong] Begin to pong tieba...") | |
try: | |
uri = "/mo/q/sync" | |
res: Dict = await self.get(uri) | |
utils.logger.info(f"[BaiduTieBaClient.pong] res: {res}") | |
if res and res.get("no") == 0: | |
ping_flag = True | |
else: | |
utils.logger.info(f"[BaiduTieBaClient.pong] user not login, will try to login again...") | |
ping_flag = False | |
except Exception as e: | |
utils.logger.error(f"[BaiduTieBaClient.pong] Ping tieba failed: {e}, and try to login again...") | |
ping_flag = False | |
return ping_flag | |
async def update_cookies(self, browser_context: BrowserContext): | |
""" | |
API客户端提供的更新cookies方法,一般情况下登录成功后会调用此方法 | |
Args: | |
browser_context: 浏览器上下文对象 | |
Returns: | |
""" | |
pass | |
async def get_notes_by_keyword( | |
self, keyword: str, | |
page: int = 1, | |
page_size: int = 10, | |
sort: SearchSortType = SearchSortType.TIME_DESC, | |
note_type: SearchNoteType = SearchNoteType.FIXED_THREAD, | |
) -> List[TiebaNote]: | |
""" | |
根据关键词搜索贴吧帖子 | |
Args: | |
keyword: 关键词 | |
page: 分页第几页 | |
page_size: 每页大小 | |
sort: 结果排序方式 | |
note_type: 帖子类型(主题贴|主题+回复混合模式) | |
Returns: | |
""" | |
uri = "/f/search/res" | |
params = { | |
"isnew": 1, | |
"qw": keyword, | |
"rn": page_size, | |
"pn": page, | |
"sm": sort.value, | |
"only_thread": note_type.value | |
} | |
page_content = await self.get(uri, params=params, return_ori_content=True) | |
return self._page_extractor.extract_search_note_list(page_content) | |
async def get_note_by_id(self, note_id: str) -> TiebaNote: | |
""" | |
根据帖子ID获取帖子详情 | |
Args: | |
note_id: | |
Returns: | |
""" | |
uri = f"/p/{note_id}" | |
page_content = await self.get(uri, return_ori_content=True) | |
return self._page_extractor.extract_note_detail(page_content) | |
async def get_note_all_comments(self, note_detail: TiebaNote, crawl_interval: float = 1.0, | |
callback: Optional[Callable] = None, | |
max_count: int = 10, | |
) -> List[TiebaComment]: | |
""" | |
获取指定帖子下的所有一级评论,该方法会一直查找一个帖子下的所有评论信息 | |
Args: | |
note_detail: 帖子详情对象 | |
crawl_interval: 爬取一次笔记的延迟单位(秒) | |
callback: 一次笔记爬取结束后 | |
max_count: 一次帖子爬取的最大评论数量 | |
Returns: | |
""" | |
uri = f"/p/{note_detail.note_id}" | |
result: List[TiebaComment] = [] | |
current_page = 1 | |
while note_detail.total_replay_page >= current_page and len(result) < max_count: | |
params = { | |
"pn": current_page | |
} | |
page_content = await self.get(uri, params=params, return_ori_content=True) | |
comments = self._page_extractor.extract_tieba_note_parment_comments(page_content, | |
note_id=note_detail.note_id) | |
if not comments: | |
break | |
if len(result) + len(comments) > max_count: | |
comments = comments[:max_count - len(result)] | |
if callback: | |
await callback(note_detail.note_id, comments) | |
result.extend(comments) | |
# 获取所有子评论 | |
await self.get_comments_all_sub_comments(comments, crawl_interval=crawl_interval, callback=callback) | |
await asyncio.sleep(crawl_interval) | |
current_page += 1 | |
return result | |
async def get_comments_all_sub_comments(self, comments: List[TiebaComment], crawl_interval: float = 1.0, | |
callback: Optional[Callable] = None) -> List[TiebaComment]: | |
""" | |
获取指定评论下的所有子评论 | |
Args: | |
comments: 评论列表 | |
crawl_interval: 爬取一次笔记的延迟单位(秒) | |
callback: 一次笔记爬取结束后 | |
Returns: | |
""" | |
uri = "/p/comment" | |
if not config.ENABLE_GET_SUB_COMMENTS: | |
return [] | |
# # 贴吧获取所有子评论需要登录态 | |
# if self.headers.get("Cookies") == "" or not self.pong(): | |
# raise Exception(f"[BaiduTieBaClient.pong] Cookies is empty, please login first...") | |
all_sub_comments: List[TiebaComment] = [] | |
for parment_comment in comments: | |
if parment_comment.sub_comment_count == 0: | |
continue | |
current_page = 1 | |
max_sub_page_num = parment_comment.sub_comment_count // 10 + 1 | |
while max_sub_page_num >= current_page: | |
params = { | |
"tid": parment_comment.note_id, # 帖子ID | |
"pid": parment_comment.comment_id, # 父级评论ID | |
"fid": parment_comment.tieba_id, # 贴吧ID | |
"pn": current_page # 页码 | |
} | |
page_content = await self.get(uri, params=params, return_ori_content=True) | |
sub_comments = self._page_extractor.extract_tieba_note_sub_comments(page_content, | |
parent_comment=parment_comment) | |
if not sub_comments: | |
break | |
if callback: | |
await callback(parment_comment.note_id, sub_comments) | |
all_sub_comments.extend(sub_comments) | |
await asyncio.sleep(crawl_interval) | |
current_page += 1 | |
return all_sub_comments | |
async def get_notes_by_tieba_name(self, tieba_name: str, page_num: int) -> List[TiebaNote]: | |
""" | |
根据贴吧名称获取帖子列表 | |
Args: | |
tieba_name: 贴吧名称 | |
page_num: 分页数量 | |
Returns: | |
""" | |
uri = f"/f?kw={tieba_name}&pn={page_num}" | |
page_content = await self.get(uri, return_ori_content=True) | |
return self._page_extractor.extract_tieba_note_list(page_content) | |
async def get_creator_info_by_url(self, creator_url: str) -> str: | |
""" | |
根据创作者ID获取创作者信息 | |
Args: | |
creator_url: 创作者主页URL | |
Returns: | |
""" | |
page_content = await self.request(method="GET", url=creator_url, return_ori_content=True) | |
return page_content | |
async def get_notes_by_creator(self, user_name: str, page_number: int) -> Dict: | |
""" | |
根据创作者获取创作者的所有帖子 | |
Args: | |
user_name: | |
page_number: | |
Returns: | |
""" | |
uri = f"/home/get/getthread" | |
params = { | |
"un": user_name, | |
"pn": page_number, | |
"id": "utf-8", | |
"_": utils.get_current_timestamp() | |
} | |
return await self.get(uri, params=params) | |
async def get_all_notes_by_creator_user_name(self, | |
user_name: str, crawl_interval: float = 1.0, | |
callback: Optional[Callable] = None, | |
max_note_count: int = 0, | |
creator_page_html_content: str = None, | |
) -> List[TiebaNote]: | |
""" | |
根据创作者用户名获取创作者所有帖子 | |
Args: | |
user_name: 创作者用户名 | |
crawl_interval: 爬取一次笔记的延迟单位(秒) | |
callback: 一次笔记爬取结束后的回调函数,是一个awaitable类型的函数 | |
max_note_count: 帖子最大获取数量,如果为0则获取所有 | |
creator_page_html_content: 创作者主页HTML内容 | |
Returns: | |
""" | |
# 百度贴吧比较特殊一些,前10个帖子是直接展示在主页上的,要单独处理,通过API获取不到 | |
result: List[TiebaNote] = [] | |
if creator_page_html_content: | |
thread_id_list = ( | |
self._page_extractor.extract_tieba_thread_id_list_from_creator_page( | |
creator_page_html_content | |
) | |
) | |
utils.logger.info( | |
f"[BaiduTieBaClient.get_all_notes_by_creator] got user_name:{user_name} thread_id_list len : {len(thread_id_list)}" | |
) | |
note_detail_task = [ | |
self.get_note_by_id(thread_id) for thread_id in thread_id_list | |
] | |
notes = await asyncio.gather(*note_detail_task) | |
if callback: | |
await callback(notes) | |
result.extend(notes) | |
notes_has_more = 1 | |
page_number = 1 | |
page_per_count = 20 | |
total_get_count = 0 | |
while notes_has_more == 1 and (max_note_count == 0 or total_get_count < max_note_count): | |
notes_res = await self.get_notes_by_creator(user_name, page_number) | |
if not notes_res or notes_res.get("no") != 0: | |
utils.logger.error( | |
f"[WeiboClient.get_notes_by_creator] got user_name:{user_name} notes failed, notes_res: {notes_res}") | |
break | |
notes_data = notes_res.get("data") | |
notes_has_more = notes_data.get("has_more") | |
notes = notes_data["thread_list"] | |
utils.logger.info( | |
f"[WeiboClient.get_all_notes_by_creator] got user_name:{user_name} notes len : {len(notes)}") | |
note_detail_task = [self.get_note_by_id(note['thread_id']) for note in notes] | |
notes = await asyncio.gather(*note_detail_task) | |
if callback: | |
await callback(notes) | |
await asyncio.sleep(crawl_interval) | |
result.extend(notes) | |
page_number += 1 | |
total_get_count += page_per_count | |
return result | |