Python 3.6 Beautiful Soup - 在网页抓取期间无法获取嵌入式视频 URL
Posted
技术标签:
【中文标题】Python 3.6 Beautiful Soup - 在网页抓取期间无法获取嵌入式视频 URL【英文标题】：Python 3.6 Beautiful Soup - Trouble to Get Embedded Video URL during Web Scraping 【发布时间】：2020-12-15 02:41:36 【问题描述】：我正在尝试使用 Python 3.6 中的 Beautiful Soup 和请求模块来抓取网页并检索网页上嵌入视频的 URL。当我在 Chrome 中检查网页上的 html 时，我可以看到视频的 .mp4 链接。但是当我使用 requests 和 Beautiful Soup 获取页面时，我找不到“视频”节点。我知道视频窗口是一个嵌套的 HTML 文档。特别是，我想使用 Beautiful Soup 和请求模块抓取这个网页 - http://videolectures.net/icml2015_liang_language_understanding/ 并获取视频链接 - http://hydro.ijs.si/v012/6f/n5vruqvdwpj36mdoxxwyxvyg5hje7a4c.mp4。任何正确方向的帮助将不胜感激。谢谢！
【问题讨论】：
【参考方案1】：这里有一个混淆配置：
http://videolectures.net/icml2015_liang_language_understanding/video/1/page.map
这个 url 本身是由 site_slug 和 video 字段构建的
var viipg =
cfg:
slug: 'icml2015_liang_language_understanding',
type: 'Lecture',
obj_id: 23694,
video: 1,
video_id: 23648,
videos: [1, 2],
chrome_colors: ["FFFFFF", "F21F1F"],
livepipe: '//videolectures.net',
site_slug: 'vln',
media_url: 'https://static.videolectures.net/r.1483388978/',
sentry: '//161ef9a5c3a14af1848399909b890522@sentry.viidea.com/6'
,
..........................
;
文件是用JS中的算法解码的。我在nodejs 脚本中重新安排了缩小的代码：
"use strict"
var b = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789~-_.,;:<>!?*+=\"'#$%&/\\()\n\t ";
var c = b.length;
function d(a)
var c, d = 0;
for (c = 0; c < a.length; c += 1)
d += b.indexOf(a[c]);
return d >=0 ? d : 0;
function e(a, e)
var f, g, h = [];
e = d(e);
for (var g = 0; g < a.length; g += 1)
f = b.indexOf(a[g]);
if(f > -1)
var ni = ((f - e - 6 * g) % c + c) % c;
h.push(b[ni]);
else
h.push(a[g]);
return h.join("");
var slug = "icml2015_liang_language_understanding";
require('http').get('http://videolectures.net/icml2015_liang_language_understanding/video/1/page.map', (res) =>
res.setEncoding('utf8');
res.on('data', function (body)
console.log(e(body.substring(1),slug));
);
);
它运行良好并将文件解码为有效的xml：
<?xml version="1.0" standalone="yes"?>
<smil>
<head>
<meta name="title" content="Natural Language Understanding: Foundations and State-of-the-Art" />
<meta name="abstract" content="Building systems that can understand human language—being able to answer questions, follow instructions, carry on dialogues—has been a long-standing challenge since the early days of AI. Due to recent advances in machine learning, there is again renewed interest in taking on this formidable task. A major question is how one represents and learns the semantics (meaning) of natural language, to which there are only partial answers. The goal of this tutorial is (i) to describe the linguistic and statistical challenges that any system must address; and (ii) to describe the types of cutting edge approaches and the remaining open problems. Topics include distributional semantics (e.g., word vectors), frame semantics (e.g., semantic role labeling), model-theoretic semantics (e.g., semantic parsing), the role of context, grounding, neural networks, latent variables, and inference. The hope is that this unified presentation will clarify the landscape, and show that this is an exciting time for the machine learning community to engage in the problems in natural language understanding." />
<meta name="part" content="1" />
<meta name="date" content="Oct. 28, 2015" />
<meta name="type" content="Tutorial" />
<layout></layout>
</head>
<body>
<switch region="video" dur="0:58:19" type="v">
<video id="1001866" proto="rtmp" systemBitrate="416819" size="182348171" apptype="v" ext="mp4" type="video/mp4" streamer="rtmp://hydro2.videolectures.net/vod" src="mp4:v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4"/>
<video id="1001866" proto="m3u8" systemBitrate="416819" size="182348171" apptype="v" ext="mp4" type="application/x-mpegURL" src="http://hydro2.videolectures.net/vod/_definst_/mp4:v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4/playlist.m3u8"/>
<video id="1001866" proto="secure_download" systemBitrate="416819" size="182348171" apptype="v" ext="mp4" type="video/mp4" src="http://videolectures.net/site/secure_dl/0345805d8bef53e4f3b95b58b3b9a4c2/5f811e37/ae6se7y42if65i27glt3yfanffv5rvtk/tag=1001866/icml2015_liang_language_understanding_01_400x300_h264.mp4"/>
<video id="1001866" proto="http" systemBitrate="416819" size="182348171" apptype="v" ext="mp4" type="video/mp4" src="http://hydro.ijs.si/v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4"/>
<image src="http://hydro.ijs.si/v012/41/iff64giyif2niuz3bfwkkv6p7z7nko3g.jpg" type="screenshot"/>
<image src="http://hydro.ijs.si/v012/41/ihgisuqj4vmqfygwzwuf7ifugpihurga.jpg" type="thumbnail"/>
</switch>
</body>
</smil>
JS部分位于script-player.js和smile.min.js
以下python脚本从源页面提取JSON参数，获取配置，解码配置并解析xml以获取视频url：
import requests
from bs4 import BeautifulSoup
import re
import json
#extract JSON config
r = requests.get("http://videolectures.net/icml2015_liang_language_understanding/")
soup = BeautifulSoup(r.text, "html.parser")
extract = soup.findAll(text=re.compile("var\s+viipg\s*=\s*"))[0]
extract = re.search(r".*cfg\s*:\s*(.*),", extract)
jsObject = extract.group(1)
dict_str = lambda data : re.sub(r"([,]\s*)([^\"':,]+)(\s*:)", r'\1"\2"\3', data).replace('\'', '"')
config = json.loads(dict_str(jsObject))
print(config)
#extract xml config
r = requests.get(f'http://videolectures.net/config["slug"]/video/config["video"]/page.map')
charList = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789~-_.,;:<>!?*+=\"'#$%&/\\()\n\t "
charLen = len(charList)
def updateSlug(a):
d = 0
for c in a:
d += charList.find(c)
return d if d >= 0 else 0
def parse(data, slug):
h = []
slug = updateSlug(slug);
for idx, c in enumerate(data):
f = charList.find(c)
if f > -1:
ni = (((f - slug - 6 * idx) % charLen) + charLen) % charLen
h.append(charList[ni])
else:
h.append(c)
return "".join(h)
#parse xml config
xmlConfig = parse(r.text[1:], config["slug"])
soup = BeautifulSoup(xmlConfig, features="xml")
allVideos = [(t["proto"], t["src"]) for t in soup.find_all("video")]
print(allVideos)
httpVideo = [t for t in allVideos if t[0]=="http"][0]
print(httpVideo)
Try this on repl.it
输出：
'slug': 'icml2015_liang_language_understanding', 'type': 'Lecture', 'obj_id': 23694, 'video': 1, 'video_id': 23648, 'videos': [1, 2], 'chrome_colors': ['FFFFFF', 'F21F1F'], 'livepipe': '//videolectures.net', 'site_slug': 'vln', 'media_url': 'https://static.videolectures.net/r.1483388978/', 'sentry': '//161ef9a5c3a14af1848399909b890522@sentry.viidea.com/6'
[('rtmp', 'mp4:v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4'), ('m3u8', 'http://hydro2.videolectures.net/vod/_definst_/mp4:v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4/playlist.m3u8'), ('secure_download', 'http://videolectures.net/site/secure_dl/14f30db64e8184a24b2bb4414dcfdc5d/5f8127f8/ae6se7y42if65i27glt3yfanffv5rvtk/tag=1001866/icml2015_liang_language_understanding_01_400x300_h264.mp4'), ('http', 'http://hydro.ijs.si/v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4')]
('http', 'http://hydro.ijs.si/v012/01/ae6se7y42if65i27glt3yfanffv5rvtk.mp4')
【讨论】：
以上是关于Python 3.6 Beautiful Soup - 在网页抓取期间无法获取嵌入式视频 URL的主要内容，如果未能解决你的问题，请参考以下文章