【Python爬虫实例学习篇】——四、超详细爬取bilibili视频

时间  2020-01-25
标签 Python爬虫实例学习篇 详细 bilibili 视频 栏目 Python 繁體版
原文   原文链接

【Python爬虫实例学习篇】——四、超详细爬取bilibili视频

因为常常在B站上学习，但无奈于家里网络太差，在线观看卡顿严重，因而萌生了下载视频的想法（若是只是单纯想下载视频，请用you-get库）。废话很少说直接开干。
（我发现好像不少人在爬bilibili视频的时候都有用到某个API而后还须要一个cid参数，这些在本文中没有用到。。。。）（另外再说明一下，第3篇文章没有经过审核，要看的话去公众号哈哈）
使用工具html

  1. python3.6
  2. requests库
  3. lxml库（xpath解析）
  4. json库（解析json数据获取下载连接）
  5. ffmpeg（合并视频和音频）

目录python

  1. 肯定视频资源地址
  2. 下载测试
  3. 下载视频和音频（两种方法）
  4. 合并视频和音频
  5. BiliBiliVideo.py
  6. 运行结果

<span id="jump1"> 一、肯定视频资源地址 </span>

(1) 用Chrome随便打开一个视频，==Ctrl+Shift+C==选择视频框尝试获取视频的连接。结果发现获取的连接地址为：blob:https://www.bilibili.com/1987... ，这是一个blob加密的连接，不能直接访问。shell

获取视频blob连接

(2) 网上查找资料后，这篇文章给了我灵感，思路：对网页抓包，抓取到视频分片的连接，再利用所抓到的连接信息进行定位。json

Fiddler抓包获取视频分片连接

(3) 能够定位到全部视频分片的信息所有来源于 https://www.bilibili.com/vide... segmentfault

定位到地址

(4) 对这部分json代码进行解析（完整json数据太大，请自行去 B站 找到对应位置观看），能够发现：
        ==quality==参数是指视频清晰度，112为高清1080p+、80为高清1080p、64为高清、32为清晰、16为流畅。
        ==duration==参数是指视频长度，单位为秒。
        ==frameRate==参数为帧率。
        ==SegmentBase==参数应该是视频片初始片大小和片基址范围，单位为字节。
        ==deadline==参数是在url里的参数，指示了连接失效的时间戳。xcode

{
    "code": 0, 
    "message": "0", 
    "ttl": 1, 
    "data": {
        "from": "local", 
        "result": "suee", 
        "message": "", 
        "quality": 64, 
        "format": "flv720", 
        "timelength": 1504366, 
        "accept_format": "flv720,flv480,flv360", 
        "accept_description": [
            "高清 720P", 
            "清晰 480P", 
            "流畅 360P"
        ], 
        "accept_quality": [
            64, 
            32, 
            16
        ], 
        "video_codecid": 7, 
        "seek_param": "start", 
        "seek_type": "offset", 
        "dash": {
            "duration": 1505, 
            "minBufferTime": 1.5, 
            "min_buffer_time": 1.5, 
            "video": [
                {
                    "id": 64, 
                    "baseUrl": "http://upos-sz-mirrorkodo.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30064.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=kodobv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=4b952dd652c9922b546b99e44756fe0a&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151", 
                    "base_url": "http://upos-sz-mirrorkodo.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30064.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=kodobv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=4b952dd652c9922b546b99e44756fe0a&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151", 
                    "backupUrl": [
                        "http://upos-sz-mirrorks3.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30064.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3bv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=62448ee8270504e8e729d25fc402dc7f&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151"
                    ], 
                    "backup_url": [
                        "http://upos-sz-mirrorks3.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30064.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3bv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=62448ee8270504e8e729d25fc402dc7f&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151"
                    ], 
                    "bandwidth": 359889, 
                    "mimeType": "video/mp4", 
                    "mime_type": "video/mp4", 
                    "codecs": "avc1.64001F", 
                    "width": 960, 
                    "height": 534, 
                    "frameRate": "25", 
                    "frame_rate": "25", 
                    "sar": "801:800", 
                    "startWithSap": 1, 
                    "start_with_sap": 1, 
                    "SegmentBase": {
                        "Initialization": "0-995", 
                        "indexRange": "996-4639"
                    }, 
                    "segment_base": {
                        "initialization": "0-995", 
                        "index_range": "996-4639"
                    }, 
                    "codecid": 7
                }, 
                  // 此处省略部分数据
                {
                    "id": 30216, 
                    "baseUrl": "http://upos-hz-mirrorks3u.acgvideo.com/upgcxcode/03/88/98958803/98958803-1-30216.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3u&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=669eccff96c56f5586d174870a496b12&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151", 
                    "base_url": "http://upos-hz-mirrorks3u.acgvideo.com/upgcxcode/03/88/98958803/98958803-1-30216.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3u&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=669eccff96c56f5586d174870a496b12&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151", 
                    "backupUrl": [
                        "http://upos-sz-mirrorks3.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30216.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3bv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=b6d7b3957f5dbcbf686f267851ec42dd&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151"
                    ], 
                    "backup_url": [
                        "http://upos-sz-mirrorks3.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30216.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579449043&gen=playurl&os=ks3bv&oi=1971869914&trid=9412dee30c4640c6907ef910ea2cb04cu&platform=pc&upsig=b6d7b3957f5dbcbf686f267851ec42dd&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151"
                    ], 
                    "bandwidth": 67100, 
                    "mimeType": "audio/mp4", 
                    "mime_type": "audio/mp4", 
                    "codecs": "mp4a.40.2", 
                    "width": 0, 
                    "height": 0, 
                    "frameRate": "", 
                    "frame_rate": "", 
                    "sar": "", 
                    "startWithSap": 0, 
                    "start_with_sap": 0, 
                    "SegmentBase": {
                        "Initialization": "0-907", 
                        "indexRange": "908-4551"
                    }, 
                    "segment_base": {
                        "initialization": "0-907", 
                        "index_range": "908-4551"
                    }, 
                    "codecid": 0
                }
            ]
        }
    }, 
    "session": "da9c24388db43b3dfe81ebd676d5e41b", 
    "videoFrame": { }
}
}

<span id="jump2"> 二、下载测试</span>

(1) 既然肯定了上述连接就是咱们要请求的视频连接，那么尝试直接发送获取请求看看。
      结果。。。。403错误，服务器拒绝访问。服务器

403错误

(2) 继续回到Fiddler检查抓包数据发现，同一连接反复出现。仔细观察返回码发现：返回码为200时无数据、请求方式为OPTIONS，返回码为206时有数据、请求方式为GET。查阅[资料]
(https://www.cnblogs.com/heior...，在获取b站视频以前须要用OPTION方式向请求服务器分配资源，而后再用GET方式获取视频分片。微信

返回码不一样

(3) 下面进行获取一个视频分片的测试，考虑到不论是这个OPTIONS请求仍是GET请求，其connect属性皆是kepp-alive，考虑使用requests.session()来保持会话。网络

import requests

# url1 为视频连接、url2为音频连接
url='https://cn-hbwh2-cmcc-bcache-07.bilivideo.com/upgcxcode/03/88/98958803/98958803-1-30064.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579518843&gen=playurl&os=bcache&oi=1971869869&trid=0cfd59d728114a54bd4747a01f87c9bbu&platform=pc&upsig=2a9e83f3258a7e2694bc83a5fbab8664&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151&origin_cdn=ks3'
url2='http://upos-hz-mirrorks3u.acgvideo.com/upgcxcode/03/88/98958803/98958803-1-30216.m4s?e=ig8euxZM2rNcNbdlhoNvNC8BqJIzNbfqXBvEqxTEto8BTrNvN0GvT90W5JZMkX_YN0MvXg8gNEV4NC8xNEV4N03eN0B5tZlqNxTEto8BTrNvNeZVuJ10Kj_g2UB02J0mN0B5tZlqNCNEto8BTrNvNC7MTX502C8f2jmMQJ6mqF2fka1mqx6gqj0eN0B599M=&uipk=5&nbs=1&deadline=1579519469&gen=playurl&os=ks3u&oi=1971869869&trid=99ee525d6c7f4bc8a414a537797e31f3u&platform=pc&upsig=ce817a7120709c60ac43cf095de05c8d&uparams=e,uipk,nbs,deadline,gen,os,oi,trid,platform&mid=352741151'
headers1={
    'Host': 'cn-hbwh2-cmcc-bcache-04.bilivideo.com',
    'Connection': 'keep-alive',
    'Access-Control-Request-Method': 'GET',
    'Origin': 'https://www.bilibili.com',
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3970.5 Safari/537.36',
    'Access-Control-Request-Headers': 'range',
    'Accept': '*/*',
    'Sec-Fetch-Site': 'cross-site',
    'Sec-Fetch-Mode': 'cors',
    'Referer': 'https://www.bilibili.com/video/av56643958?t=262',
    'Accept-Encoding': 'gzip, deflate, br',
    'Accept-Language': 'zh-CN,zh;q=0.9'
}
headers2={
    'Host': 'cn-hbwh2-cmcc-bcache-04.bilivideo.com',
    'Connection': 'keep-alive',
    'Origin': 'https://www.bilibili.com',
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3970.5     Safari/537.36',
    'Accept': '*/*',
    'Sec-Fetch-Site': 'cross-site',
    'Sec-Fetch-Mode': 'cors',
    'Referer': 'https://www.bilibili.com/video/av56643958?t=262',
    'Accept-Encoding': 'identity',
    'Accept-Language': 'zh-CN,zh;q=0.9',
    'Range': 'bytes=0-907'
}

session=requests.session()
session.options(url=url1,headers=headers1)
res=session.get(url=url1,headers=headers2)
print(res)
with open('test1.mp4','wb') as fp:
    fp.write(res.content)
    fp.flush()
    fp.close()

发现是可以成功下载视频的，可是该视频不能打开。session

下载成功

(4) 从新设置Range的范围为'Range': 'bytes=0-4639000' 后，视频大小为4.42MB，可以正常观看时长为59秒（视频无声音）。猜想：以前下载的908字节不足以构成一个（该视频分辨率为960*534，故猜想应该是62.57kb构成一个画面），另外视频无声音，查找资料后得知，B站的视频和音频是分离的（此时联想到json解析最后一组数据没有分辨率，猜想多是音频的连接）。

正常观看

验证成功，最后一个连接为音频的连接

音频文件

<span id="jump3"> 三、下载视频和音频（两种方法）</span>

方法1：取消range参数直接一次下载整个视频或音频

整段下载

方法2：利用416报错码进行分片下载，每次下载1MB的资源，最后一次将range设置为，'Range': 'bytes=上一次末尾-'。从而实现分片下载。

416报错

代码以下：

import requests
import json
from lxml import etree

# 防止因https证书问题报错
requests.packages.urllib3.disable_warnings()

headers = {
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3970.5 Safari/537.36',
    'Referer': 'https://www.bilibili.com/'
}


def GetBiliVideo(homeurl,session=requests.session()):
    res = session.get(url=homeurl, headers=headers, verify=False)
    html = etree.HTML(res.content)
    videoinforms = str(html.xpath('//head/script[3]/text()')[0])[20:]
    videojson = json.loads(videoinforms)
    # 获取视频连接和音频连接
    VideoURL = videojson['data']['dash']['video'][0]['baseUrl']
    AudioURl = videojson['data']['dash']['audio'][0]['baseUrl']
    print(videojson)
    #获取视频资源的名称
    name = str(html.xpath("//h1/@title")[0].encode('ISO-8859-1').decode('utf-8'))
    # 下载视频和音频
    BiliBiliDownload(url=VideoURL, name=name + '_Video', session=session)
    BiliBiliDownload(homeurl,url=AudioURl, name=name + '_Audio', session=session)


def BiliBiliDownload(homeurl,url, name, session=requests.session()):
    headers.update({'Referer': homeurl})
    session.options(url=url, headers=headers,verify=False)
    # 每次下载1M的数据
    begin = 0
    end = 1024*512-1
    flag=0
    while True:
        headers.update({'Range': 'bytes='+str(begin) + '-' + str(end)})
        res = session.get(url=url, headers=headers,verify=False)
        if res.status_code != 416:
            begin = end + 1
            end = end + 1024*512
        else:
            headers.update({'Range': str(end + 1) + '-'})
            res = session.get(url=url, headers=headers,verify=False)
            flag=1
        with open(name + '.mp4', 'ab') as fp:
            fp.write(res.content)
            fp.flush()

        # data=data+res.content
        if flag==1:
            fp.close()
            break

<span id="jump4"> 四、合并视频和音频</span>

合并视频和音频我查阅了不少资料，最终决定使用ffmpeg来完成这一操做。z在用合并以前，须要先去安装ffmpeg，详情请参考这篇文章 ffmpeg安装。如果运行过程当中出现ffmpeg+一堆乱码,能够参考这篇文章。
下面是合并音频代码：

  1. 须要先在ffmpeg库的video方法中添加以下代码：
# 组合音频和视频 （本身加的）
def combine_audio(video_file, audiio_file, out_file):
    try:
        cmd ='D:/python/ffmpeg-20200115-0dc0837-win64-static/bin/ffmpeg -i '+video_file+' -i '+audiio_file+' -acodec copy '+out_file
        print(cmd)
        subprocess.call(cmd, shell=True)  # "Muxing Done
        print('Muxing Done')
        if res != 0:
            return False
        return True
    except Exception:
        return False
  1. 随后在本身的BiliBiliVideo.py中调用以下代码便可
# 一下path都须要使用全路径
def CombineVideoAudio(videopath,audiopath,outpath):
    ffmpeg.video.combine_audio(videopath,audiopath,outpath)

<span id="jump5"> 五、BiliBiliVideo.py</span>

如下是完整代码：

import requests
import json
from lxml import etree
import ffmpeg.video
import os

requests.packages.urllib3.disable_warnings()

headers = {
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3970.5 Safari/537.36',
    'Referer': 'https://www.bilibili.com/'
}


def GetBiliVideo(homeurl,num,session=requests.session()):
    res = session.get(url=homeurl, headers=headers, verify=False)
    html = etree.HTML(res.content)
    videoinforms = str(html.xpath('//head/script[3]/text()')[0])[20:]
    videojson = json.loads(videoinforms)
    # 获取详情信息列表
    #listinform = str(html.xpath('//head/script[4]/text()')[0])
    listinform = str(html.xpath('//head/script[4]/text()')[0].encode('ISO-8859-1').decode('utf-8'))[25:-122]
    listjson=json.loads(listinform)
    # 获取视频连接和音频连接
    try:
        # 2018年之后的b站视频，音频和视频分离
        VideoURL = videojson['data']['dash']['video'][0]['baseUrl']
        AudioURl = videojson['data']['dash']['audio'][0]['baseUrl']
        flag=0
    except Exception:
        # 2018年之前的b站视频，格式为flv
        VideoURL = videojson['data']['durl'][0]['url']
        flag=1
    # 获取文件夹的名称
    dirname = str(html.xpath("//h1/@title")[0].encode('ISO-8859-1').decode('utf-8'))
    if not os.path.exists(dirname):
        # 若是不存在则建立目录
        # 建立目录操做函数
        os.makedirs(dirname)
        print('目录文件建立成功!')
    # 获取每一集的名称
    name=listjson['videoData']['pages'][num]['part']
    print(name)
    # 下载视频和音频
    print('正在下载 "'+name+'" 的视频····')
    BiliBiliDownload(homeurl=homeurl,url=VideoURL, name=os.getcwd()+'/'+dirname+'/'+name + '_Video.mp4', session=session)
    if flag==0:
        print('正在下载 "'+name+'" 的音频····')
        BiliBiliDownload(homeurl=homeurl,url=AudioURl, name=os.getcwd()+'/'+dirname+'/'+name+ '_Audio.mp3', session=session)
        print('正在组合 "'+name+'" 的视频和音频····')
    # CombineVideoAudio(name + '_Video.mp4',name + '_Audio.mp3',name + '_output.mp4')
    print(' "'+name+'" 下载完成！')

def BiliBiliDownload(homeurl,url, name, session=requests.session()):
    headers.update({'Referer': homeurl})
    session.options(url=url, headers=headers,verify=False)
    # 每次下载1M的数据
    begin = 0
    end = 1024*512-1
    flag=0
    while True:
        headers.update({'Range': 'bytes='+str(begin) + '-' + str(end)})
        res = session.get(url=url, headers=headers,verify=False)
        if res.status_code != 416:
            begin = end + 1
            end = end + 1024*512
        else:
            headers.update({'Range': str(end + 1) + '-'})
            res = session.get(url=url, headers=headers,verify=False)
            flag=1
        with open(name, 'ab') as fp:
            fp.write(res.content)
            fp.flush()

        # data=data+res.content
        if flag==1:
            fp.close()
            break

def CombineVideoAudio(videopath,audiopath,outpath):
    ffmpeg.video.combine_audio(videopath,audiopath,outpath)
    os.remove(videopath)
    os.remove(audiopath)



if __name__ == '__main__':

    # av44518113
    av = input('请输入视频号：')
    url='https://www.bilibili.com/video/'+av
    # 视频选集
    range_start=input('从第几集开始？')
    range_end = input('到第几集结束？')
    if int(range_start)<=int(range_end):
        for i in range(int(range_start),int(range_end)+1):
            GetBiliVideo(url+'?p='+str(i),i-1)

    else:
        print('选集不合法！')

<span id="jump6"> 六、运行结果截图：</span>

运行结果

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