feat: 快手关键词搜索存储CSV完成

This commit is contained in:
Relakkes 2023-11-26 01:05:52 +08:00
parent 512192a93e
commit bdf36ccb09
6 changed files with 300 additions and 41 deletions

1
db.py
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@ -8,6 +8,7 @@ async def init_db(create_db: bool = False) -> None:
await Tortoise.init( await Tortoise.init(
db_url=RELATION_DB_URL, db_url=RELATION_DB_URL,
modules={'models': ['models']}, modules={'models': ['models']},
# modules={'models': ['models.kuaishou']}, # generate special table
_create_db=create_db _create_db=create_db
) )

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@ -31,13 +31,6 @@ class KuaiShouClient:
self.cookie_dict = cookie_dict self.cookie_dict = cookie_dict
self.graphql = KuaiShouGraphQL() self.graphql = KuaiShouGraphQL()
async def _pre_headers(self, url: str, data=None):
self.headers = {
"cookie":"kpf=PC_WEB; clientid=3; did=web_6e79b79fdeac627f5cf52f08cab4e6bd; kpn=KUAISHOU_VISION",
"content-type":"application/json"
}
return self.headers
async def request(self, method, url, **kwargs) -> Dict: async def request(self, method, url, **kwargs) -> Dict:
async with httpx.AsyncClient(proxies=self.proxies) as client: async with httpx.AsyncClient(proxies=self.proxies) as client:
response = await client.request( response = await client.request(
@ -55,8 +48,7 @@ class KuaiShouClient:
if isinstance(params, dict): if isinstance(params, dict):
final_uri = (f"{uri}?" final_uri = (f"{uri}?"
f"{urlencode(params)}") f"{urlencode(params)}")
headers = await self._pre_headers(final_uri) return await self.request(method="GET", url=f"{self._host}{final_uri}", headers=self.headers)
return await self.request(method="GET", url=f"{self._host}{final_uri}", headers=headers)
async def post(self, uri: str, data: dict) -> Dict: async def post(self, uri: str, data: dict) -> Dict:
json_str = json.dumps(data, separators=(',', ':'), ensure_ascii=False) json_str = json.dumps(data, separators=(',', ':'), ensure_ascii=False)
@ -81,12 +73,12 @@ class KuaiShouClient:
async def search_info_by_keyword(self, keyword: str, pcursor: str): async def search_info_by_keyword(self, keyword: str, pcursor: str):
""" """
KuaiShou Web Search API KuaiShou web search api
:param keyword: search keyword :param keyword: search keyword
:param pcursor: limite page curson :param pcursor: limite page curson
:return: :return:
""" """
params = { post_data = {
"operationName": "visionSearchPhoto", "operationName": "visionSearchPhoto",
"variables": { "variables": {
"keyword": keyword, "keyword": keyword,
@ -95,8 +87,21 @@ class KuaiShouClient:
}, },
"query": self.graphql.get("search_query") "query": self.graphql.get("search_query")
} }
return await self.post("", params) return await self.post("", post_data)
async def get_video_info(self, video_id: str) -> Dict: async def get_video_info(self, photo_id: str) -> Dict:
pass """
Kuaishou web video detail api
:param photo_id:
:return:
"""
post_data = {
"operationName": "visionVideoDetail",
"variables": {
"photoId": photo_id,
"page": "search"
},
"query": self.graphql.get("video_detail")
}
return await self.post("", post_data)

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@ -10,6 +10,7 @@ from base.base_crawler import AbstractCrawler
from base.proxy_account_pool import AccountPool from base.proxy_account_pool import AccountPool
from tools import utils from tools import utils
from var import crawler_type_var from var import crawler_type_var
from models import kuaishou
from .client import KuaiShouClient from .client import KuaiShouClient
from .login import KuaishouLogin from .login import KuaishouLogin
@ -91,42 +92,38 @@ class KuaishouCrawler(AbstractCrawler):
if not videos_res: if not videos_res:
utils.logger.error(f"search info by keyword:{keyword} not found data") utils.logger.error(f"search info by keyword:{keyword} not found data")
continue continue
vision_search_photo = videos_res.get("visionSearchPhoto")
utils.logger.info(f"videos_res:{videos_res}")
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
task_list = [
self.get_video_detail(feed_item.get("photo", {}).get("id"), semaphore)
for feed_item in vision_search_photo.get("feeds", {})
]
video_details = await asyncio.gather(*task_list)
for video_detail in video_details:
if video_detail is not None:
video_id_list.append(video_detail.get("id"))
page += 1
utils.logger.info(f"Video details: {video_details}")
await self.batch_get_note_comments(video_id_list)
await asyncio.Event().wait() vision_search_photo: Dict = videos_res.get("visionSearchPhoto")
if vision_search_photo.get("result") != 1:
utils.logger.error(f"search info by keyword:{keyword} not found data ")
continue
for video_detail in vision_search_photo.get("feeds"):
video_id_list.append(video_detail.get("photo", {}).get("id"))
await kuaishou.update_kuaishou_video(video_item=video_detail)
# batch fetch video comments
page += 1
await self.batch_get_video_comments(video_id_list)
async def get_specified_notes(self): async def get_specified_notes(self):
pass pass
async def batch_get_note_comments(self, video_id_list: List[str]): async def batch_get_video_comments(self, video_id_list: List[str]):
pass utils.logger.info(f"[batch_get_video_comments] video ids:{video_id_list}")
async def get_video_detail(self, ): async def get_video_info_task(self, video_id: str, semaphore: asyncio.Semaphore) -> Optional[Dict]:
pass """Get video detail task"""
async def get_video_detail(self, video_id: str, semaphore: asyncio.Semaphore) -> Optional[Dict]:
"""Get note detail"""
async with semaphore: async with semaphore:
try: try:
return await self.ks_client.get_video_info(video_id) result = await self.ks_client.get_video_info(video_id)
utils.logger.info(f"Get video_id:{video_id} info result: {result} ...")
return result
except DataFetchError as ex: except DataFetchError as ex:
utils.logger.error(f"Get note detail error: {ex}") utils.logger.error(f"Get video detail error: {ex}")
return None return None
except KeyError as ex: except KeyError as ex:
utils.logger.error(f"have not fund note detail note_id:{note_id}, err: {ex}") utils.logger.error(f"have not fund note detail video_id:{video_id}, err: {ex}")
return None return None
def create_proxy_info(self) -> Tuple[Optional[str], Optional[Dict], Optional[str]]: def create_proxy_info(self) -> Tuple[Optional[str], Optional[Dict], Optional[str]]:

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@ -0,0 +1,80 @@
query visionVideoDetail($photoId: String, $type: String, $page: String, $webPageArea: String) {
visionVideoDetail(photoId: $photoId, type: $type, page: $page, webPageArea: $webPageArea) {
status
type
author {
id
name
following
headerUrl
__typename
}
photo {
id
duration
caption
likeCount
realLikeCount
coverUrl
photoUrl
liked
timestamp
expTag
llsid
viewCount
videoRatio
stereoType
musicBlocked
manifest {
mediaType
businessType
version
adaptationSet {
id
duration
representation {
id
defaultSelect
backupUrl
codecs
url
height
width
avgBitrate
maxBitrate
m3u8Slice
qualityType
qualityLabel
frameRate
featureP2sp
hidden
disableAdaptive
__typename
}
__typename
}
__typename
}
manifestH265
photoH265Url
coronaCropManifest
coronaCropManifestH265
croppedPhotoH265Url
croppedPhotoUrl
videoResource
__typename
}
tags {
type
name
__typename
}
commentLimit {
canAddComment
__typename
}
llsid
danmakuSwitch
__typename
}
}

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@ -28,7 +28,16 @@ class KuaishouLogin(AbstractLogin):
self.cookie_str = cookie_str self.cookie_str = cookie_str
async def begin(self): async def begin(self):
pass """Start login xiaohongshu"""
utils.logger.info("Begin login kuaishou ...")
if self.login_type == "qrcode":
await self.login_by_qrcode()
elif self.login_type == "phone":
await self.login_by_mobile()
elif self.login_type == "cookie":
await self.login_by_cookies()
else:
raise ValueError("Invalid Login Type Currently only supported qrcode or phone or cookie ...")
async def login_by_qrcode(self): async def login_by_qrcode(self):
pass pass
@ -37,4 +46,11 @@ class KuaishouLogin(AbstractLogin):
pass pass
async def login_by_cookies(self): async def login_by_cookies(self):
pass utils.logger.info("Begin login kuaishou by cookie ...")
for key, value in utils.convert_str_cookie_to_dict(self.cookie_str).items():
await self.browser_context.add_cookies([{
'name': key,
'value': value,
'domain': ".douyin.com",
'path': "/"
}])

160
models/kuaishou.py Normal file
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@ -0,0 +1,160 @@
import csv
import pathlib
from typing import Dict, List
from tortoise import fields
from tortoise.contrib.pydantic import pydantic_model_creator
from tortoise.models import Model
import config
from tools import utils
from var import crawler_type_var
class KuaishouBaseModel(Model):
id = fields.IntField(pk=True, autoincrement=True, description="自增ID")
user_id = fields.CharField(null=True, max_length=64, description="用户ID")
nickname = fields.CharField(null=True, max_length=64, description="用户昵称")
avatar = fields.CharField(null=True, max_length=255, description="用户头像地址")
add_ts = fields.BigIntField(description="记录添加时间戳")
last_modify_ts = fields.BigIntField(description="记录最后修改时间戳")
class Meta:
abstract = True
class KuaishouVideo(KuaishouBaseModel):
video_id = fields.CharField(max_length=64, index=True, description="视频ID")
video_type = fields.CharField(max_length=16, description="视频类型")
title = fields.CharField(null=True, max_length=500, description="视频标题")
desc = fields.TextField(null=True, description="视频描述")
create_time = fields.BigIntField(description="视频发布时间戳", index=True)
liked_count = fields.CharField(null=True, max_length=16, description="视频点赞数")
video_count = fields.CharField(null=True, max_length=16, description="视频浏览数量")
video_url = fields.CharField(null=True, max_length=512, description="视频详情URL")
video_cover_url = fields.CharField(null=True, max_length=512, description="视频封面图 URL")
video_play_url = fields.CharField(null=True, max_length=512, description="视频播放 URL")
class Meta:
table = "kuaishou_video"
table_description = "快手视频"
def __str__(self):
return f"{self.video_id} - {self.title}"
class KuaishouVideoComment(KuaishouBaseModel):
comment_id = fields.CharField(max_length=64, index=True, description="评论ID")
video_id = fields.CharField(max_length=64, index=True, description="视频ID")
content = fields.TextField(null=True, description="评论内容")
create_time = fields.BigIntField(description="评论时间戳")
sub_comment_count = fields.CharField(max_length=16, description="评论回复数")
class Meta:
table = "kuaishou_video_comment"
table_description = "快手视频评论"
def __str__(self):
return f"{self.comment_id} - {self.content}"
async def update_kuaishou_video(video_item: Dict):
photo_info: Dict = video_item.get("photo", {})
video_id = photo_info.get("id")
user_info = video_item.get("author", {})
local_db_item = {
"video_id": video_id,
"video_type": video_item.get("type"),
"title": photo_info.get("caption", ""),
"desc": photo_info.get("caption", ""),
"create_time": photo_info.get("timestamp"),
"user_id": user_info.get("id"),
"nickname": user_info.get("name"),
"avatar": user_info.get("headerUrl", ""),
"liked_count": photo_info.get("realLikeCount"),
"viewd_count": photo_info.get("viewCount"),
"last_modify_ts": utils.get_current_timestamp(),
"video_url": f"https://www.kuaishou.com/short-video/{video_id}",
"video_cover_url": photo_info.get("coverUrl", ""),
"video_play_url": photo_info.get("photoUrl", ""),
}
print(f"Kuaishou video id:{video_id}, title:{local_db_item.get('title')}")
if config.IS_SAVED_DATABASED:
if not await KuaishouVideo.filter(video_id=video_id).exists():
local_db_item["add_ts"] = utils.get_current_timestamp()
kuaishou_video_pydantic = pydantic_model_creator(KuaishouVideo, name='KuaishouVideoCreate', exclude=('id',))
kuaishou_data = kuaishou_video_pydantic(**local_db_item)
kuaishou_video_pydantic.model_validate(kuaishou_data)
await KuaishouVideo.create(**kuaishou_data.model_dump())
else:
kuaishou_video_pydantic = pydantic_model_creator(KuaishouVideo, name='KuaishouVideoUpdate',
exclude=('id', 'add_ts'))
kuaishou_data = kuaishou_video_pydantic(**local_db_item)
kuaishou_video_pydantic.model_validate(kuaishou_data)
await KuaishouVideo.filter(video_id=video_id).update(**kuaishou_data.model_dump())
else:
# Below is a simple way to save it in CSV format.
pathlib.Path(f"data/kuaishou").mkdir(parents=True, exist_ok=True)
save_file_name = f"data/kuaishou/{crawler_type_var.get()}_videos_{utils.get_current_date()}.csv"
with open(save_file_name, mode='a+', encoding="utf-8-sig", newline="") as f:
writer = csv.writer(f)
if f.tell() == 0:
writer.writerow(local_db_item.keys())
writer.writerow(local_db_item.values())
async def batch_update_ks_video_comments(video_id: str, comments: List[Dict]):
if not comments:
return
for comment_item in comments:
await update_ks_video_comment(video_id, comment_item)
async def update_ks_video_comment(video_id: str, comment_item: Dict):
comment_video_id = comment_item.get("video_id")
if video_id != comment_video_id:
print(f"comment_video_id: {comment_video_id} != video_id: {video_id}")
return
user_info = comment_item.get("user", {})
comment_id = comment_item.get("cid")
avatar_info = user_info.get("avatar_medium", {}) or user_info.get("avatar_300x300", {}) or user_info.get(
"avatar_168x168", {}) or user_info.get("avatar_thumb", {}) or {}
local_db_item = {
"comment_id": comment_id,
"create_time": comment_item.get("create_time"),
"ip_location": comment_item.get("ip_label", ""),
"video_id": video_id,
"content": comment_item.get("text"),
"user_id": user_info.get("uid"),
"sec_uid": user_info.get("sec_uid"),
"short_user_id": user_info.get("short_id"),
"user_unique_id": user_info.get("unique_id"),
"user_signature": user_info.get("signature"),
"nickname": user_info.get("nickname"),
"avatar": avatar_info.get("url_list", [""])[0],
"sub_comment_count": comment_item.get("reply_comment_total", 0),
"last_modify_ts": utils.get_current_timestamp(),
}
print(f"Kuaishou video comment: {comment_id}, content: {local_db_item.get('content')}")
if config.IS_SAVED_DATABASED:
if not await KuaishouVideoComment.filter(comment_id=comment_id).exists():
local_db_item["add_ts"] = utils.get_current_timestamp()
comment_pydantic = pydantic_model_creator(KuaishouVideoComment, name='KuaishouVideoCommentCreate',
exclude=('id',))
comment_data = comment_pydantic(**local_db_item)
comment_pydantic.validate(comment_data)
await KuaishouVideoComment.create(**comment_data.dict())
else:
comment_pydantic = pydantic_model_creator(KuaishouVideoComment, name='KuaishouVideoCommentUpdate',
exclude=('id', 'add_ts'))
comment_data = comment_pydantic(**local_db_item)
comment_pydantic.validate(comment_data)
await KuaishouVideoComment.filter(comment_id=comment_id).update(**comment_data.dict())
else:
pathlib.Path(f"data/kuaishou").mkdir(parents=True, exist_ok=True)
save_file_name = f"data/kuaishou/{crawler_type_var.get()}_comments_{utils.get_current_date()}.csv"
with open(save_file_name, mode='a+', encoding="utf-8-sig", newline="") as f:
writer = csv.writer(f)
if f.tell() == 0:
writer.writerow(local_db_item.keys())
writer.writerow(local_db_item.values())