我正在尝试使用Python在www.twitch.tv/directory上刮擦观众。我已经尝试了基本的BeautifulSoup脚本:
url= 'https://www.twitch.tv/directory'
html= urlopen(url)
soup = BeautifulSoup(url, "html5lib") #also tried using html.parser, lxml
soup.prettify()
这给了我html,但未显示实际的观看者人数。
然后我尝试使用param ajax数据。 From this thread
param = {"action": "getcategory",
"br": "f21",
"category": "dress",
"pageno": "",
"pagesize": "",
"sort": "",
"fsize": "",
"fcolor": "",
"fprice": "",
"fattr": ""}
url = "https://www.twitch.tv/directory"
# Also tried with the headers parameter headers={"User-Agent":"Mozilla/5.0...
js = requests.get(url,params=param).json()
但是我遇到了JSONDecodeError: Expecting value: line 1 column 1 (char 0)
错误。
从那时起,我开始研究硒
driver = webdriver.Edge()
url = 'https://www.twitch.tv/directory'
driver.get(url)
#Also tried driver.execute_script("return document.documentElement.outerHTML") and innerHTML
html = driver.page_source
driver.close()
soup = BeautifulSoup(html, "lxml")
这些只是产生与标准的BeautifulSoup调用相同的结果。
任何帮助我们消除视图计数的人都会感激不尽。
答案 0 :(得分:3)
页面首次加载时,统计信息不存在。该页面向https://gql.twitch.tv/gql发出graphql请求以获取游戏数据。当用户未登录时,graphql请求将请求查询AnonFrontPage_TopChannels
。
这是python中的工作请求:
import requests
import json
resp = requests.post(
"https://gql.twitch.tv/gql",
json.dumps(
{
"operationName": "AnonFrontPage_TopChannels",
"variables": {"platformType": "all", "isTagsExperiment": True},
"extensions": {
"persistedQuery": {
"version": 1,
"sha256Hash": "d94b2fd8ad1d2c2ea82c187d65ebf3810144b4436fbf2a1dc3af0983d9bd69e9",
}
},
}
),
headers = {'Client-Id': 'kimne78kx3ncx6brgo4mv6wki5h1ko'},
)
print(json.loads(resp.content))
我在请求中包含了Client-Id。这个id似乎并不是会话唯一的,但是我想Twitch会使它们过期,所以这可能永远不会起作用。您必须检查将来的graphql请求,并在将来获取新的Client-Id,或者弄清楚如何以编程方式从页面中抓取一个。
此请求实际上似乎是“热门直播频道”部分。这是获取视图计数和标题的方法:
edges = json.loads(resp.content)["data"]["streams"]["edges"]
games = [(f["node"]["title"], f["node"]["viewersCount"]) for f in edges]
# games:
[
("Let us GAME", 78250),
("(REBROADCAST) Worlds Play-In Knockouts: Cloud9 vs. Gambit Esports", 36783),
("RuneFest 2018 - OSRS Reveals !schedule", 35042),
(None, 25237),
("Front Page of TWITCH + Fortnite FALL SKIRMISH Training!", 22380),
("Reckful - 3v3 with barry and a german", 20399),
]
您需要检查chrome网络检查器并弄清楚其他请求的结构以获取更多数据。
这是目录页面的示例:
import requests
import json
resp = requests.post(
"https://gql.twitch.tv/gql",
json.dumps(
{
"operationName": "BrowsePage_AllDirectories",
"variables": {
"limit": 30,
"directoryFilters": ["GAMES"],
"isTagsExperiment": True,
"tags": [],
},
"extensions": {
"persistedQuery": {
"version": 1,
"sha256Hash": "75fb8eaa6e61d995a4d679dcb78b0d5e485778d1384a6232cba301418923d6b7",
}
},
}
),
headers={"Client-Id": "kimne78kx3ncx6brgo4mv6wki5h1ko"},
)
edges = json.loads(resp.content)["data"]["directoriesWithTags"]["edges"]
games = [f["node"] for f in edges]