feat: 抖音评论done

This commit is contained in:
Relakkes 2023-06-25 21:05:30 +08:00
parent aefdca6f7c
commit a7c7f9533d
9 changed files with 335 additions and 32 deletions

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@ -11,9 +11,9 @@
## 主要功能 ## 主要功能
- [x] 小红书 笔记、评论 - [x] 小红书 笔记、评论
- [x] 二维码扫描登录 | 手机号+验证码自动登录 | web_session - [x] 小红书 二维码扫描登录 | 手机号+验证码自动登录 | cookies登录
- [x] 爬取抖音视频、评论
- [ ] To do 抖音滑块 - [ ] To do 抖音滑块
- [ ] To do 爬取抖音视频、评论
## 技术栈 ## 技术栈
@ -35,7 +35,7 @@
![小红书运行截图](https://s2.loli.net/2023/06/09/PVBe3X5vf4yncrd.gif) ![小红书运行截图](https://s2.loli.net/2023/06/09/PVBe3X5vf4yncrd.gif)
## 抖音运行截图 ## 抖音运行截图
- [ ] To do - ![抖音运行截图](https://s2.loli.net/2023/06/25/GXfkeLhpTyNiAqH.gif)
## 关于手机号+验证码登录的说明 ## 关于手机号+验证码登录的说明
当在小红书等平台上使用手机登录时,发送验证码后,使用短信转发器完成验证码转发。 当在小红书等平台上使用手机登录时,发送验证码后,使用短信转发器完成验证码转发。

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from typing import Optional, Dict import copy
import asyncio
from typing import Optional, Dict, Callable
import httpx import httpx
import execjs
import urllib.parse
from playwright.async_api import Page from playwright.async_api import Page
from .field import *
from .exception import *
class DOUYINClient: class DOUYINClient:
def __init__( def __init__(
self, self,
timeout=10, timeout=30,
proxies=None, proxies=None,
headers: Optional[Dict] = None, headers: Optional[Dict] = None,
playwright_page: Page = None, playwright_page: Page = None,
@ -20,8 +27,39 @@ class DOUYINClient:
self.playwright_page = playwright_page self.playwright_page = playwright_page
self.cookie_dict = cookie_dict self.cookie_dict = cookie_dict
async def _pre_params(self, url: str, data=None): async def __process_req_params(self, params: Optional[Dict] = None, headers: Optional[Dict] = None):
pass if not params:
return
headers = headers or self.headers
local_storage: Dict = await self.playwright_page.evaluate("() => window.localStorage")
douyin_js_obj = execjs.compile(open('libs/douyin.js').read())
# douyin_js_obj = execjs.compile(open('libs/X-Bogus.js').read())
common_params = {
"device_platform": "webapp",
"aid": "6383",
"channel": "channel_pc_web",
"cookie_enabled": "true",
"browser_language": "zh-CN",
"browser_platform": "Win32",
"browser_name": "Firefox",
"browser_version": "110.0",
"browser_online": "true",
"engine_name": "Gecko",
"os_name": "Windows",
"os_version": "10",
"engine_version": "109.0",
"platform": "PC",
"screen_width": "1920",
"screen_height": "1200",
"webid": douyin_js_obj.call("get_web_id"),
"msToken": local_storage.get("xmst"),
# "msToken": "abL8SeUTPa9-EToD8qfC7toScSADxpg6yLh2dbNcpWHzE0bT04txM_4UwquIcRvkRb9IU8sifwgM1Kwf1Lsld81o9Irt2_yNyUbbQPSUO8EfVlZJ_78FckDFnwVBVUVK",
}
params.update(common_params)
query = '&'.join([f'{k}={v}' for k, v in params.items()])
x_bogus = douyin_js_obj.call('sign', query, headers["User-Agent"])
params["X-Bogus"] = x_bogus
# print(x_bogus, query)
async def request(self, method, url, **kwargs): async def request(self, method, url, **kwargs):
async with httpx.AsyncClient(proxies=self.proxies) as client: async with httpx.AsyncClient(proxies=self.proxies) as client:
@ -29,14 +67,111 @@ class DOUYINClient:
method, url, timeout=self.timeout, method, url, timeout=self.timeout,
**kwargs **kwargs
) )
data = response.json() try:
if data["success"]: return response.json()
return data.get("data", data.get("success")) except Exception as e:
else: raise DataFetchError(f"{e}, {response.text}")
pass
async def get(self, uri: str, params=None): async def get(self, uri: str, params: Optional[Dict] = None, headers: Optional[Dict] = None):
pass await self.__process_req_params(params, headers)
headers = headers or self.headers
return await self.request(method="GET", url=f"{self._host}{uri}", params=params, headers=headers)
async def post(self, uri: str, data: dict): async def post(self, uri: str, data: dict, headers: Optional[Dict] = None):
pass await self.__process_req_params(data, headers)
headers = headers or self.headers
return await self.request(method="POST", url=f"{self._host}{uri}", data=data, headers=headers)
async def search_info_by_keyword(
self,
keyword: str,
offset: int = 0,
search_channel: SearchChannelType = SearchChannelType.GENERAL,
sort_type: SearchSortType = SearchSortType.GENERAL,
publish_time: PublishTimeType = PublishTimeType.UNLIMITED
):
"""
DouYin Web Search API
:param keyword:
:param offset:
:param search_channel:
:param sort_type:
:param publish_time: ·
:return:
"""
params = {
"keyword": keyword,
"search_channel": search_channel.value,
"sort_type": sort_type.value,
"publish_time": publish_time.value,
"search_source": "normal_search",
"query_correct_type": "1",
"is_filter_search": "0",
"offset": offset,
"count": 10 # must be set to 10
}
referer_url = "https://www.douyin.com/search/" + keyword
headers = copy.copy(self.headers)
headers["Referer"] = urllib.parse.quote(referer_url, safe=':/')
return await self.get("/aweme/v1/web/general/search/single/", params, headers=headers)
async def get_video_by_id(self, aweme_id: str):
"""
DouYin Video Detail API
:param aweme_id:
:return:
"""
params = {
"aweme_id": aweme_id
}
headers = copy.copy(self.headers)
headers["Cookie"] = "s_v_web_id=verify_leytkxgn_kvO5kOmO_SdMs_4t1o_B5ml_BUqtWM1mP6BF;"
del headers["Origin"]
return await self.get("/aweme/v1/web/aweme/detail/", params, headers)
async def get_aweme_comments(self, aweme_id: str, cursor: str = ""):
"""get note comments
"""
uri = "/aweme/v1/web/comment/list/"
params = {
"aweme_id": aweme_id,
"cursor": cursor,
"count": 20,
"item_type": 0
}
return await self.get(uri, params)
async def get_aweme_all_comments(
self,
aweme_id: str,
crawl_interval: float = 1.0,
is_fetch_sub_comments=False,
callback: Optional[Callable] = None
):
"""
get note all comments include sub comments
:param aweme_id:
:param crawl_interval:
:param is_fetch_sub_comments:
:param callback:
:return:
"""
result = []
comments_has_more = 1
comments_cursor = 0
while comments_has_more:
comments_res = await self.get_aweme_comments(aweme_id, comments_cursor)
comments_has_more = comments_res.get("has_more", 0)
comments_cursor = comments_res.get("cursor", comments_cursor + 20)
comments = comments_res.get("comments")
if not comments:
continue
if callback: # 如果有回调函数,就执行回调函数
await callback(aweme_id, comments)
await asyncio.sleep(crawl_interval)
if not is_fetch_sub_comments:
result.extend(comments)
continue
# todo fetch sub comments
return result

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@ -1,5 +1,6 @@
import sys import logging
import asyncio import asyncio
from asyncio import Task
from typing import Optional, List, Dict from typing import Optional, List, Dict
from playwright.async_api import async_playwright from playwright.async_api import async_playwright
@ -9,42 +10,63 @@ from playwright.async_api import BrowserContext
import utils import utils
from .client import DOUYINClient from .client import DOUYINClient
from .exception import DataFetchError
from base_crawler import Crawler from base_crawler import Crawler
from models import douyin
class DouYinCrawler(Crawler): class DouYinCrawler(Crawler):
def __init__(self): def __init__(self):
self.keywords: Optional[str] = None self.keywords: Optional[str] = None
self.scan_qrcode_time: Optional[int] = None
self.cookies: Optional[List[Cookie]] = None self.cookies: Optional[List[Cookie]] = None
self.browser_context: Optional[BrowserContext] = None self.browser_context: Optional[BrowserContext] = None
self.context_page: Optional[Page] = None self.context_page: Optional[Page] = None
self.proxy: Optional[Dict] = None self.proxy: Optional[Dict] = None
self.user_agent = utils.get_user_agent() self.user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/109.0.0.0 Safari/537.36" # fixed
self.dy_client: Optional[DOUYINClient] = None self.dy_client: Optional[DOUYINClient] = None
def init_config(self, **kwargs): def init_config(self, **kwargs):
self.keywords = kwargs.get("keywords") for key, value in kwargs.items():
self.scan_qrcode_time = kwargs.get("scan_qrcode_time") setattr(self, key, value)
async def start(self): async def start(self):
async with async_playwright() as playwright: async with async_playwright() as playwright:
chromium = playwright.chromium chromium = playwright.chromium
browser = await chromium.launch(headless=False) browser = await chromium.launch(headless=True)
self.browser_context = await browser.new_context( self.browser_context = await browser.new_context(
viewport={"width": 1920, "height": 1080}, viewport={"width": 1800, "height": 900},
user_agent=self.user_agent, user_agent=self.user_agent,
proxy=self.proxy proxy=self.proxy
) )
# execute JS to bypass anti automation/crawler detection # execute JS to bypass anti automation/crawler detection
await self.browser_context.add_init_script(path="libs/stealth.min.js") await self.browser_context.add_init_script(path="libs/stealth.min.js")
self.context_page = await self.browser_context.new_page() self.context_page = await self.browser_context.new_page()
await self.context_page.goto("https://www.douyin.com") await self.context_page.goto("https://www.douyin.com", wait_until="domcontentloaded")
await asyncio.sleep(3)
# scan qrcode login # scan qrcode login
await self.login() # await self.login()
await self.update_cookies() await self.update_cookies()
# init request client
cookie_str, cookie_dict = utils.convert_cookies(self.cookies)
self.dy_client = DOUYINClient(
proxies=self.proxy,
headers={
"User-Agent": self.user_agent,
"Cookie": cookie_str,
"Host": "www.douyin.com",
"Origin": "https://www.douyin.com/",
"Referer": "https://www.douyin.com/",
"Content-Type": "application/json;charset=UTF-8"
},
playwright_page=self.context_page,
cookie_dict=cookie_dict,
)
# search_posts
await self.search_posts()
# block main crawler coroutine # block main crawler coroutine
await asyncio.Event().wait() await asyncio.Event().wait()
@ -52,10 +74,57 @@ class DouYinCrawler(Crawler):
self.cookies = await self.browser_context.cookies() self.cookies = await self.browser_context.cookies()
async def login(self): async def login(self):
pass """login douyin website and keep webdriver login state"""
print("Begin login douyin ...")
# todo ...
def search_posts(self): async def check_login_state(self) -> bool:
pass """Check if the current login status is successful and return True otherwise return False"""
current_cookie = await self.browser_context.cookies()
_, cookie_dict = utils.convert_cookies(current_cookie)
if cookie_dict.get("LOGIN_STATUS") == "1":
return True
return False
def get_comments(self, item_id: str): async def search_posts(self):
pass # It is possible to modify the source code to allow for the passing of a batch of keywords.
for keyword in [self.keywords]:
print("Begin search douyin keywords: ", keyword)
aweme_list: List[str] = []
max_note_len = 20
page = 0
while max_note_len > 0:
try:
posts_res = await self.dy_client.search_info_by_keyword(keyword=keyword, offset=page * 10)
except DataFetchError:
logging.error(f"search douyin keyword: {keyword} failed")
break
page += 1
max_note_len -= 10
for post_item in posts_res.get("data"):
try:
aweme_info: Dict = post_item.get("aweme_info") or \
post_item.get("aweme_mix_info", {}).get("mix_items")[0]
except TypeError:
continue
aweme_list.append(aweme_info.get("aweme_id"))
await douyin.update_douyin_aweme(aweme_item=aweme_info)
print(f"keyword:{keyword}, aweme_list:{aweme_list}")
await self.batch_get_note_comments(aweme_list)
async def batch_get_note_comments(self, aweme_list: List[str]):
task_list: List[Task] = []
for aweme_id in aweme_list:
task = asyncio.create_task(self.get_comments(aweme_id), name=aweme_id)
task_list.append(task)
await asyncio.wait(task_list)
async def get_comments(self, aweme_id: str):
try:
await self.dy_client.get_aweme_all_comments(
aweme_id=aweme_id,
callback=douyin.batch_update_dy_aweme_comments
)
print(f"aweme_id: {aweme_id} comments have all been obtained completed ...")
except DataFetchError as e:
logging.error(f"aweme_id: {aweme_id} get comments failed, error: {e}")

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@ -0,0 +1,9 @@
from httpx import RequestError
class DataFetchError(RequestError):
"""something error when fetch"""
class IPBlockError(RequestError):
"""fetch so fast that the server block us ip"""

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@ -0,0 +1,24 @@
from enum import Enum
class SearchChannelType(Enum):
"""search channel type"""
GENERAL = "aweme_general" # 综合
VIDEO = "aweme_video_web" # 视频
USER = "aweme_user_web" # 用户
LIVE = "aweme_live" # 直播
class SearchSortType(Enum):
"""search sort type"""
GENERAL = 0 # 综合排序
LATEST = 1 # 最新发布
MOST_LIKE = 2 # 最多点赞
class PublishTimeType(Enum):
"""publish time type"""
UNLIMITED = 0 # 不限
ONE_DAY = 1 # 一天内
ONE_WEEK = 2 # 一周内
SIX_MONTH = 3 # 半年内

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@ -0,0 +1 @@
from .m_douyin import *

64
models/douyin/m_douyin.py Normal file
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@ -0,0 +1,64 @@
import json
from typing import Dict, List
import utils
async def update_douyin_aweme(aweme_item: Dict):
aweme_id = aweme_item.get("aweme_id")
user_info = aweme_item.get("author", {})
local_db_item = {
"aweme_id": aweme_id,
"aweme_type": aweme_item.get("aweme_type"),
"title": aweme_item.get("desc", ""),
"desc": aweme_item.get("desc", ""),
"create_time": aweme_item.get("create_time"),
"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": user_info.get("avatar_thumb", {}).get("url_list", [""])[0],
"ip_location": aweme_item.get("ip_label", ""),
"last_modify_ts": utils.get_current_timestamp(),
}
# do something ...
print(f"update douyin aweme id:{aweme_id}, title:{local_db_item.get('title')}")
async def batch_update_dy_aweme_comments(aweme_id: str, comments: List[Dict]):
if not comments:
return
for comment_item in comments:
await update_dy_aweme_comment(aweme_id, comment_item)
async def update_dy_aweme_comment(aweme_id: str, comment_item: Dict):
comment_aweme_id = comment_item.get("aweme_id")
if aweme_id != comment_aweme_id:
print(f"comment_aweme_id: {comment_aweme_id} != aweme_id: {aweme_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", ""),
"aweme_id": aweme_id,
"content": comment_item.get("text"),
"content_extra": json.dumps(comment_item.get("text_extra", [])),
"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(),
}
# do something ...
print(f"update aweme comment: {comment_id}, content: {local_db_item.get('content')}")

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@ -4,3 +4,4 @@ playwright==1.33.0
aioredis==2.0.1 aioredis==2.0.1
tenacity==8.2.2 tenacity==8.2.2
tornado==6.3.2 tornado==6.3.2
PyExecJS==1.5.1