MediaCrawler/media_platform/zhihu/client.py

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# -*- coding: utf-8 -*-
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, Page
from tenacity import retry, stop_after_attempt, wait_fixed
import config
from base.base_crawler import AbstractApiClient
from constant import zhihu as zhihu_constant
from model.m_zhihu import ZhihuComment, ZhihuContent
from tools import utils
from .exception import DataFetchError, ForbiddenError
from .field import SearchSort, SearchTime, SearchType
from .help import ZhiHuJsonExtractor, sign
class ZhiHuClient(AbstractApiClient):
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.default_headers = headers
self.cookie_dict = cookie_dict
self._extractor = ZhiHuJsonExtractor()
async def _pre_headers(self, url: str) -> Dict:
"""
请求头参数签名
Args:
url: 请求的URL需要包含请求的参数
Returns:
"""
d_c0 = self.cookie_dict.get("d_c0")
if not d_c0:
raise Exception("d_c0 not found in cookies")
sign_res = sign(url, self.default_headers["cookie"])
headers = self.default_headers.copy()
headers['x-zst-81'] = sign_res["x-zst-81"]
headers['x-zse-96'] = sign_res["x-zse-96"]
return headers
@retry(stop=stop_after_attempt(3), wait=wait_fixed(1))
async def request(self, method, url, **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
**kwargs: 其他请求参数,例如请求头、请求体等
Returns:
"""
# return response.text
return_response = kwargs.pop('return_response', False)
async with httpx.AsyncClient(proxies=self.proxies, ) as client:
response = await client.request(
method, url, timeout=self.timeout,
**kwargs
)
if response.status_code != 200:
utils.logger.error(f"[ZhiHuClient.request] Requset Url: {url}, Request error: {response.text}")
if response.status_code == 403:
raise ForbiddenError(response.text)
elif response.status_code == 404: # 如果一个content没有评论也是404
return {}
raise DataFetchError(response.text)
if return_response:
return response.text
try:
data: Dict = response.json()
if data.get("error"):
utils.logger.error(f"[ZhiHuClient.request] Request error: {data}")
raise DataFetchError(data.get("error", {}).get("message"))
return data
except json.JSONDecodeError:
utils.logger.error(f"[ZhiHuClient.request] Request error: {response.text}")
raise DataFetchError(response.text)
async def get(self, uri: str, params=None) -> Dict:
"""
GET请求对请求头签名
Args:
uri: 请求路由
params: 请求参数
Returns:
"""
final_uri = uri
if isinstance(params, dict):
final_uri += '?' + urlencode(params)
headers = await self._pre_headers(final_uri)
return await self.request(method="GET", url=zhihu_constant.ZHIHU_URL + final_uri, headers=headers)
async def pong(self) -> bool:
"""
用于检查登录态是否失效了
Returns:
"""
utils.logger.info("[ZhiHuClient.pong] Begin to pong zhihu...")
ping_flag = False
try:
res = await self.get_current_user_info()
if res.get("uid") and res.get("name"):
ping_flag = True
utils.logger.info("[ZhiHuClient.pong] Ping zhihu successfully")
else:
utils.logger.error(f"[ZhiHuClient.pong] Ping zhihu failed, response data: {res}")
except Exception as e:
utils.logger.error(f"[ZhiHuClient.pong] Ping zhihu 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:
"""
cookie_str, cookie_dict = utils.convert_cookies(await browser_context.cookies())
self.default_headers["cookie"] = cookie_str
self.cookie_dict = cookie_dict
async def get_current_user_info(self) -> Dict:
"""
获取当前登录用户信息
Returns:
"""
params = {
"include": "email,is_active,is_bind_phone"
}
return await self.get("/api/v4/me", params)
async def get_note_by_keyword(
self, keyword: str,
page: int = 1,
page_size: int = 20,
sort: SearchSort = SearchSort.DEFAULT,
note_type: SearchType = SearchType.DEFAULT,
search_time: SearchTime = SearchTime.DEFAULT
) -> List[ZhihuContent]:
"""
根据关键词搜索
Args:
keyword: 关键词
page: 第几页
page_size: 分页size
sort: 排序
note_type: 搜索结果类型
search_time: 搜索多久时间的结果
Returns:
"""
uri = "/api/v4/search_v3"
params = {
"gk_version": "gz-gaokao",
"t": "general",
"q": keyword,
"correction": 1,
"offset": (page - 1) * page_size,
"limit": page_size,
"filter_fields": "",
"lc_idx": (page - 1) * page_size,
"show_all_topics": 0,
"search_source": "Filter",
"time_interval": search_time.value,
"sort": sort.value,
"vertical": note_type.value,
}
search_res = await self.get(uri, params)
utils.logger.info(f"[ZhiHuClient.get_note_by_keyword] Search result: {search_res}")
return self._extractor.extract_contents(search_res)
async def get_root_comments(self, content_id: str, content_type: str, offset: str = "", limit: int = 10,
order_by: str = "sort") -> Dict:
"""
获取内容的一级评论
Args:
content_id: 内容ID
content_type: 内容类型(answer, article, zvideo)
offset:
limit:
order_by:
Returns:
"""
uri = f"/api/v4/{content_type}s/{content_id}/root_comments"
params = {
"order": order_by,
"offset": offset,
"limit": limit
}
return await self.get(uri, params)
async def get_child_comments(self, root_comment_id: str, offset: str = "", limit: int = 10,
order_by: str = "sort") -> Dict:
"""
获取一级评论下的子评论
Args:
root_comment_id:
offset:
limit:
order_by:
Returns:
"""
uri = f"/api/v4/comment_v5/comment/{root_comment_id}/child_comment"
params = {
"order": order_by,
"offset": offset,
"limit": limit
}
return await self.get(uri, params)
async def get_note_all_comments(self, content: ZhihuContent, crawl_interval: float = 1.0,
callback: Optional[Callable] = None) -> List[ZhihuComment]:
"""
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:
content: 内容详情对象(问题|文章|视频)
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:
"""
result: List[ZhihuComment] = []
is_end: bool = False
offset: str = ""
limit: int = 10
while not is_end:
root_comment_res = await self.get_root_comments(content.content_id, content.content_type, offset, limit)
if not root_comment_res:
break
paging_info = root_comment_res.get("paging", {})
is_end = paging_info.get("is_end")
offset = self._extractor.extract_offset(paging_info)
comments = self._extractor.extract_comments(content, root_comment_res.get("data"))
if not comments:
break
if callback:
await callback(comments)
result.extend(comments)
await self.get_comments_all_sub_comments(content, comments, crawl_interval=crawl_interval, callback=callback)
await asyncio.sleep(crawl_interval)
return result
async def get_comments_all_sub_comments(self, content: ZhihuContent, comments: List[ZhihuComment], crawl_interval: float = 1.0,
callback: Optional[Callable] = None) -> List[ZhihuComment]:
"""
获取指定评论下的所有子评论
Args:
content: 内容详情对象(问题|文章|视频)
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:
"""
if not config.ENABLE_GET_SUB_COMMENTS:
return []
all_sub_comments: List[ZhihuComment] = []
for parment_comment in comments:
if parment_comment.sub_comment_count == 0:
continue
is_end: bool = False
offset: str = ""
limit: int = 10
while not is_end:
child_comment_res = await self.get_child_comments(parment_comment.comment_id, offset, limit)
if not child_comment_res:
break
paging_info = child_comment_res.get("paging", {})
is_end = paging_info.get("is_end")
offset = self._extractor.extract_offset(paging_info)
sub_comments = self._extractor.extract_comments(content, child_comment_res.get("data"))
if not sub_comments:
break
if callback:
await callback(sub_comments)
all_sub_comments.extend(sub_comments)
await asyncio.sleep(crawl_interval)
return all_sub_comments