MediaCrawler/media_platform/weibo/client.py

359 lines
13 KiB
Python
Raw Normal View History

2023-12-24 09:57:48 +00:00
# -*- coding: utf-8 -*-
# @Author : relakkes@gmail.com
# @Time : 2023/12/23 15:40
# @Desc : 微博爬虫 API 请求 client
import asyncio
import copy
2023-12-24 09:57:48 +00:00
import json
import re
2024-08-23 21:52:11 +00:00
from typing import Callable, Dict, List, Optional, Union
from urllib.parse import parse_qs, unquote, urlencode
2023-12-24 09:57:48 +00:00
import httpx
2024-08-23 21:52:11 +00:00
from httpx import Response
2023-12-24 09:57:48 +00:00
from playwright.async_api import BrowserContext, Page
2024-04-17 15:13:40 +00:00
import config
2023-12-24 09:57:48 +00:00
from tools import utils
from .exception import DataFetchError
from .field import SearchType
class WeiboClient:
def __init__(
self,
timeout=10,
proxies=None,
*,
headers: Dict[str, str],
playwright_page: Page,
cookie_dict: Dict[str, str],
):
self.proxies = proxies
self.timeout = timeout
self.headers = headers
self._host = "https://m.weibo.cn"
self.playwright_page = playwright_page
self.cookie_dict = cookie_dict
self._image_agent_host = "https://i1.wp.com/"
2023-12-24 09:57:48 +00:00
2024-08-23 21:52:11 +00:00
async def request(self, method, url, **kwargs) -> Union[Response, Dict]:
enable_return_response = kwargs.pop("return_response", False)
2023-12-24 09:57:48 +00:00
async with httpx.AsyncClient(proxies=self.proxies) as client:
response = await client.request(
method, url, timeout=self.timeout,
**kwargs
)
2024-08-23 21:52:11 +00:00
if enable_return_response:
return response
2023-12-24 09:57:48 +00:00
data: Dict = response.json()
2024-08-23 21:52:11 +00:00
ok_code = data.get("ok")
if ok_code not in [0, 1]:
2023-12-24 09:57:48 +00:00
utils.logger.error(f"[WeiboClient.request] request {method}:{url} err, res:{data}")
raise DataFetchError(data.get("msg", "unkonw error"))
else:
return data.get("data", {})
2024-08-23 21:52:11 +00:00
async def get(self, uri: str, params=None, headers=None, **kwargs) -> Union[Response, Dict]:
2023-12-24 09:57:48 +00:00
final_uri = uri
if isinstance(params, dict):
final_uri = (f"{uri}?"
f"{urlencode(params)}")
if headers is None:
headers = self.headers
2024-08-23 21:52:11 +00:00
return await self.request(method="GET", url=f"{self._host}{final_uri}", headers=headers, **kwargs)
2023-12-24 09:57:48 +00:00
async def post(self, uri: str, data: dict) -> Dict:
json_str = json.dumps(data, separators=(',', ':'), ensure_ascii=False)
return await self.request(method="POST", url=f"{self._host}{uri}",
data=json_str, headers=self.headers)
async def pong(self) -> bool:
"""get a note to check if login state is ok"""
utils.logger.info("[WeiboClient.pong] Begin pong weibo...")
ping_flag = False
try:
uri = "/api/config"
2023-12-30 10:54:21 +00:00
resp_data: Dict = await self.request(method="GET", url=f"{self._host}{uri}", headers=self.headers)
if resp_data.get("login"):
ping_flag = True
else:
utils.logger.error(f"[WeiboClient.pong] cookie may be invalid and again login...")
2023-12-24 09:57:48 +00:00
except Exception as e:
2023-12-30 10:54:21 +00:00
utils.logger.error(f"[WeiboClient.pong] Pong weibo failed: {e}, and try to login again...")
2023-12-24 09:57:48 +00:00
ping_flag = False
return ping_flag
async def update_cookies(self, browser_context: BrowserContext):
cookie_str, cookie_dict = utils.convert_cookies(await browser_context.cookies())
self.headers["Cookie"] = cookie_str
self.cookie_dict = cookie_dict
async def get_note_by_keyword(
self,
keyword: str,
page: int = 1,
search_type: SearchType = SearchType.DEFAULT
) -> Dict:
"""
search note by keyword
:param keyword: 微博搜搜的关键词
:param page: 分页参数 -当前页码
:param search_type: 搜索的类型 weibo/filed.py 中的枚举SearchType
:return:
"""
uri = "/api/container/getIndex"
containerid = f"100103type={search_type.value}&q={keyword}"
params = {
"containerid": containerid,
"page_type": "searchall",
"page": page,
}
return await self.get(uri, params)
async def get_note_comments(self, mid_id: str, max_id: int) -> Dict:
"""get notes comments
:param mid_id: 微博ID
:param max_id: 分页参数ID
:return:
"""
uri = "/comments/hotflow"
params = {
"id": mid_id,
"mid": mid_id,
"max_id_type": 0,
}
if max_id > 0:
params.update({"max_id": max_id})
referer_url = f"https://m.weibo.cn/detail/{mid_id}"
headers = copy.copy(self.headers)
headers["Referer"] = referer_url
return await self.get(uri, params, headers=headers)
async def get_note_all_comments(self, note_id: str, crawl_interval: float = 1.0,
callback: Optional[Callable] = None, ):
"""
get note all comments include sub comments
:param note_id:
:param crawl_interval:
:param callback:
:return:
"""
result = []
is_end = False
max_id = -1
while not is_end:
comments_res = await self.get_note_comments(note_id, max_id)
max_id: int = comments_res.get("max_id")
comment_list: List[Dict] = comments_res.get("data", [])
is_end = max_id == 0
if callback: # 如果有回调函数,就执行回调函数
await callback(note_id, comment_list)
await asyncio.sleep(crawl_interval)
result.extend(comment_list)
sub_comment_result = await self.get_comments_all_sub_comments(note_id, comment_list, callback)
result.extend(sub_comment_result)
return result
@staticmethod
async def get_comments_all_sub_comments(note_id: str, comment_list: List[Dict],
callback: Optional[Callable] = None) -> List[Dict]:
"""
获取评论的所有子评论
Args:
note_id:
comment_list:
callback:
Returns:
"""
if not config.ENABLE_GET_SUB_COMMENTS:
utils.logger.info(
f"[WeiboClient.get_comments_all_sub_comments] Crawling sub_comment mode is not enabled")
return []
res_sub_comments = []
for comment in comment_list:
sub_comments = comment.get("comments")
if sub_comments and isinstance(sub_comments, list):
await callback(note_id, sub_comments)
res_sub_comments.extend(sub_comments)
return res_sub_comments
async def get_note_info_by_id(self, note_id: str) -> Dict:
"""
根据帖子ID获取详情
:param note_id:
:return:
"""
url = f"{self._host}/detail/{note_id}"
async with httpx.AsyncClient(proxies=self.proxies) as client:
response = await client.request(
"GET", url, timeout=self.timeout, headers=self.headers
)
if response.status_code != 200:
raise DataFetchError(f"get weibo detail err: {response.text}")
match = re.search(r'var \$render_data = (\[.*?\])\[0\]', response.text, re.DOTALL)
if match:
render_data_json = match.group(1)
render_data_dict = json.loads(render_data_json)
note_detail = render_data_dict[0].get("status")
note_item = {
"mblog": note_detail
}
return note_item
else:
utils.logger.info(f"[WeiboClient.get_note_info_by_id] 未找到$render_data的值")
return dict()
async def get_note_image(self, image_url: str) -> bytes:
image_url = image_url[8:] # 去掉 https://
sub_url = image_url.split("/")
image_url = ""
for i in range(len(sub_url)):
if i == 1:
image_url += "large/" # 都获取高清大图
elif i == len(sub_url) - 1:
image_url += sub_url[i]
else:
image_url += sub_url[i] + "/"
# 微博图床对外存在防盗链,所以需要代理访问
# 由于微博图片是通过 i1.wp.com 来访问的,所以需要拼接一下
final_uri = (f"{self._image_agent_host}" f"{image_url}")
async with httpx.AsyncClient(proxies=self.proxies) as client:
response = await client.request("GET", final_uri, timeout=self.timeout)
if not response.reason_phrase == "OK":
utils.logger.error(f"[WeiboClient.get_note_image] request {final_uri} err, res:{response.text}")
return None
else:
return response.content
2024-08-23 21:52:11 +00:00
async def get_creator_container_info(self, creator_id: str) -> Dict:
"""
获取用户的容器ID, 容器信息代表着真实请求的API路径
fid_container_id用户的微博详情API的容器ID
lfid_container_id用户的微博列表API的容器ID
Args:
creator_id:
Returns: {
"""
response = await self.get(f"/u/{creator_id}", return_response=True)
m_weibocn_params = response.cookies.get("M_WEIBOCN_PARAMS")
if not m_weibocn_params:
raise DataFetchError("get containerid failed")
m_weibocn_params_dict = parse_qs(unquote(m_weibocn_params))
return {
"fid_container_id": m_weibocn_params_dict.get("fid", [""])[0],
"lfid_container_id": m_weibocn_params_dict.get("lfid", [""])[0]
}
async def get_creator_info_by_id(self, creator_id: str) -> Dict:
"""
根据用户ID获取用户详情
Args:
creator_id:
Returns:
"""
uri = "/api/container/getIndex"
container_info = await self.get_creator_container_info(creator_id)
if container_info.get("fid_container_id") == "" or container_info.get("lfid_container_id") == "":
utils.logger.error(f"[WeiboClient.get_creator_info_by_id] get containerid failed")
raise DataFetchError("get containerid failed")
params = {
"jumpfrom": "weibocom",
"type": "uid",
"value": creator_id,
"containerid": container_info["fid_container_id"],
}
user_res = await self.get(uri, params)
if user_res.get("tabsInfo"):
tabs: List[Dict] = user_res.get("tabsInfo", {}).get("tabs", [])
for tab in tabs:
if tab.get("tabKey") == "weibo":
container_info["lfid_container_id"] = tab.get("containerid")
break
user_res.update(container_info)
return user_res
async def get_notes_by_creator(self, creator: str, container_id: str, since_id: str = "0", ) -> Dict:
"""
获取博主的笔记
Args:
creator: 博主ID
container_id: 容器ID
since_id: 上一页最后一条笔记的ID
Returns:
"""
uri = "/api/container/getIndex"
params = {
"jumpfrom": "weibocom",
"type": "uid",
"value": creator,
"containerid": container_id,
"since_id": since_id,
}
return await self.get(uri, params)
async def get_all_notes_by_creator_id(self, creator_id: str, container_id: str, crawl_interval: float = 1.0,
callback: Optional[Callable] = None) -> List[Dict]:
"""
获取指定用户下的所有发过的帖子该方法会一直查找一个用户下的所有帖子信息
Args:
creator_id:
container_id:
crawl_interval:
callback:
Returns:
"""
result = []
notes_has_more = True
since_id = ""
crawler_total_count = 0
while notes_has_more:
notes_res = await self.get_notes_by_creator(creator_id, container_id, since_id)
if not notes_res:
utils.logger.error(
f"[WeiboClient.get_notes_by_creator] The current creator may have been banned by xhs, so they cannot access the data.")
break
notes_has_more = notes_res.get("cardlistInfo", {}).get("total", 0) > crawler_total_count
since_id = notes_res.get("cardlistInfo", {}).get("since_id", "0")
notes_has_more += 10
if "cards" not in notes_res:
utils.logger.info(
f"[WeiboClient.get_all_notes_by_creator] No 'notes' key found in response: {notes_res}")
break
notes = notes_res["cards"]
utils.logger.info(
f"[WeiboClient.get_all_notes_by_creator] got user_id:{creator_id} notes len : {len(notes)}")
notes = [note for note in notes if note.get("card_type") == 9]
if callback:
await callback(notes)
await asyncio.sleep(crawl_interval)
result.extend(notes)
return result