开发语言 Python爬虫--爬取哔哩哔哩（B站）短视频平台视频

1、开发工具

2、第三方库

3、实现思路

4.单个爬取B站视频

5.批量爬取B站视频

6.查找所需数据

结尾

1、开发工具

Python3.9

pycharm

requests

和其他python内置库

2、第三方库

安装第三方库

pip install requests

3、实现思路

1.用requests发送get请求，获得下载链接

2.将下载到B站视频和音频保存到本地

3.使用ffmpeg来合并视频和音频。

4.并保存到本地。

4.单个爬取B站视频

import os

import requests

import json

import re

from bs4 import BeautifulSoup

import subprocess

from detail_video import video_bvid

# video_bvid 是一个从外部得到的单个视频ID

video_bvid = 'your-single-bvid'

class BilibiliVideoAudio:

def __init__(self, bvid):

self.bvid = bvid

self.headers = {

"referer": "https://search.bilibili.com/all?keyword=%E4%B8%BB%E6%92%AD%E8%AF%B4%E8%81%94%E6%92%AD&from_source=webtop_search&spm_id_from=333.1007&search_source=5&page=4&o=90",

"origin": "https://search.bilibili.com",

'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36 Edg/120.0.0.0',

'Accept-Encoding': 'gzip, deflate, br'

}

def get_video_audio(self):

# 构造视频链接并发送请求获取页面内容

url = f'https://www.bilibili.com/video/{self.bvid}/?spm_id_from=333.337.search-card.all.click&vd_source=14378ecd144bed421affe1fe0ddd8981'

content = requests.get(url, headers=self.headers).content.decode('utf-8')

soup = BeautifulSoup(content, 'html.parser')

# 获取视频标题

meta_tag = soup.head.find('meta', attrs={'name': 'title'})

title = meta_tag['content']

# 获取视频和音频链接

pattern = r'window\.__playinfo__=({.*?})\s*'

json_data = re.findall(pattern, content)[0]

data = json.loads(json_data)

video_url = data['data']['dash']['video'][0]['base_url']

audio_url = data['data']['dash']['audio'][0]['base_url']

return {

'title': title,

'video_url': video_url,

'audio_url': audio_url

}

def download_video_audio(self, url, filename):

# 对文件名进行清理，去除不合规字符

filename = self.sanitize_filename(filename)

try:

# 发送请求下载视频或音频文件

resp = requests.get(url, headers=self.headers).content

download_path = os.path.join('D:\\video', filename) # 构造下载路径

with open(download_path, mode='wb') as file:

file.write(resp)

print("{:*^30}".format(f"下载完成：{filename}"))

except Exception as e:

print(e)

def sanitize_filename(self, filename):

# 定义不合规字符的正则表达式

invalid_chars_regex = r'[\"*<>?\\|/:,]'

# 替换不合规字符为空格

sanitized_filename = re.sub(invalid_chars_regex, ' ', filename)

return sanitized_filename

def merge_video_audio(self, video_path, audio_path, output_path):

"""

使用ffmpeg来合并视频和音频。

"""

try:

command = [

'ffmpeg',

'-y', # 覆盖输出文件如果它已经存在

'-i', video_path, # 输入视频路径

'-i', audio_path, # 输入音频路径

'-c', 'copy', # 复制原始数据，不进行转码

output_path # 输出视频路径

]

subprocess.run(command, check=True)

print(f"视频和音频合并完成：{output_path}")

except subprocess.CalledProcessError as e:

print(f"合并失败: {e}")

def main():

try:

# 只处理一个 bvid

bilibili = BilibiliVideoAudio(video_bvid)

video_audio_info = bilibili.get_video_audio()

title = video_audio_info['title']

video_url = video_audio_info['video_url']

audio_url = video_audio_info['audio_url']

processed_videos_path = 'D:\\processed_videos'

if not os.path.exists(processed_videos_path):

os.makedirs(processed_videos_path)

video_filename = f"{title}.mp4"

audio_filename = f"{title}.mp3"

output_filename = f"{title} - combined.mp4"

video_file_path = os.path.join('D:\\video', video_filename)

audio_file_path = os.path.join('D:\\video', audio_filename)

output_file_path = os.path.join(processed_videos_path, output_filename)

bilibili.download_video_audio(video_url, video_filename) # 下载视频

bilibili.download_video_audio(audio_url, audio_filename) # 下载音频

bilibili.merge_video_audio(video_file_path, audio_file_path, output_file_path) # 合并视频和音频

# Optional: Delete the separate files after merge

# os.remove(video_file_path)

# os.remove(audio_file_path)

except Exception as ex:

print(f"Failed to process video/audio for {video_bvid}: {ex}")

main()

5.批量爬取B站视频

# 批量爬取b站上的视频

import os

import requests

import json

import re

from bs4 import BeautifulSoup

import subprocess

from detail_video import video_bvid

class BilibiliVideoAudio:

def __init__(self, bvid):

self.bvid = bvid

self.headers = {

"referer": "https://search.bilibili.com/all?keyword=%E4%B8%BB%E6%92%AD%E8%AF%B4%E8%81%94%E6%92%AD&from_source=webtop_search&spm_id_from=333.1007&search_source=5&page=4&o=90",

"origin": "https://search.bilibili.com",

'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36 Edg/120.0.0.0',

'Accept-Encoding': 'gzip, deflate, br'

}

def get_video_audio(self):

# 构造视频链接并发送请求获取页面内容

url = f'https://www.bilibili.com/video/{self.bvid}/?spm_id_from=333.337.search-card.all.click&vd_source=14378ecd144bed421affe1fe0ddd8981'

content = requests.get(url, headers=self.headers).content.decode('utf-8')

soup = BeautifulSoup(content, 'html.parser')

# 获取视频标题

meta_tag = soup.head.find('meta', attrs={'name': 'title'})

title = meta_tag['content']

# 获取视频和音频链接

pattern = r'window\.__playinfo__=({.*?})\s*'

json_data = re.findall(pattern, content)[0]

data = json.loads(json_data)

video_url = data['data']['dash']['video'][0]['base_url']

audio_url = data['data']['dash']['audio'][0]['base_url']

return {

'title': title,

'video_url': video_url,

'audio_url': audio_url

}

def download_video_audio(self, url, filename):

# 对文件名进行清理，去除不合规字符

filename = self.sanitize_filename(filename)

try:

# 发送请求下载视频或音频文件

resp = requests.get(url, headers=self.headers).content

download_path = os.path.join('D:\\video', filename) # 构造下载路径

with open(download_path, mode='wb') as file:

file.write(resp)

print("{:*^30}".format(f"下载完成：{filename}"))

except Exception as e:

print(e)

def sanitize_filename(self, filename):

# 定义不合规字符的正则表达式

invalid_chars_regex = r'[\"*<>?\\|/:,]'

# 替换不合规字符为空格

sanitized_filename = re.sub(invalid_chars_regex, ' ', filename)

return sanitized_filename

def merge_video_audio(self, video_path, audio_path, output_path):

"""

使用ffmpeg来合并视频和音频。

"""

try:

command = [

'ffmpeg',

'-y', # 覆盖输出文件如果它已经存在

'-i', video_path, # 输入视频路径

'-i', audio_path, # 输入音频路径

'-c', 'copy', # 复制原始数据，不进行转码

output_path # 输出视频路径

]

subprocess.run(command, check=True)

print(f"视频和音频合并完成：{output_path}")

except subprocess.CalledProcessError as e:

print(f"合并失败: {e}")

def main():

# 批量获取多个视频的bid

bvids = [

# 0 1 2 3

"BV187411i7zw","BV1wi4y1E7E6","BV1Gz4y1X7vh","BV1Lh411d7Lw", # 1

# 4 5 6 7

"BV1mJ411D7QB","BV1Z5411w7Xb","BV1op4y167kS","BV1Mp4y1p7Ck", # 2

# 8 9 10 11

"BV1nJ41187Zy","BV1qb4y1Z7JK","BV1f5411379u","BV1kt4y1Q792", # 3

# 12 13 14 15

"BV1Qy4y1e7kk","BV1T7411T7q6","BV1k64y1k7QL","BV1J5411c7Rw", # 4

# 16 17 18 19

"BV1Db4y1y7yL","BV1cC4y1878T","BV11y4y1z7bY","BV1LJ411S7ML", # 5

# 20 21 22 23

"BV1X54y1L7mt","BV1S64y1D7HM","BV1rK4y1d7mZ","BV1b64y1y7AE", # 6

# 24 25 26 27

"BV1TK411F7MU","BV1HN411f7Em","BV1QA411x7KB","BV1pM4y1K7Ao", # 7

# 28 29 30 31

"BV1os4y1s7Aw","BV1sv411e71L","BV1xZ4y1A7gn","BV1E3411B7Q3", # 8

# 32 33 34 35

"BV1664y1d78D","BV1xv41177MR","BV13q4y1S7y1","BV1kJ411H7y8", # 9

# 36 37 38 39

"BV1Cq4y1Z7pM","BV1Jf4y147U7","BV1az4y117h4","BV1gy4y1h7wS", # 10

]

for bvid in bvids:

try:

bilibili = BilibiliVideoAudio(bvid)

video_audio_info = bilibili.get_video_audio()

title = video_audio_info['title']

video_url = video_audio_info['video_url']

audio_url = video_audio_info['audio_url']

bilibili.download_video_audio(video_url, f"{title}.mp4") # 下载视频

bilibili.download_video_audio(audio_url, f"{title}.mp3") # 下载音频

except Exception as ex:

print(f"Failed to download video/audio for {bvid}: {ex}")

processed_videos_path = 'D:\\processed_videos'

if not os.path.exists(processed_videos_path):

os.makedirs(processed_videos_path)

# 注意：B站和其他短视频平台的视频不同，需要分别下载视频和音频，最后将视频和音频拼接到一块

for bvid in bvids:

try:

bilibili = BilibiliVideoAudio(bvid)

video_audio_info = bilibili.get_video_audio()

title = video_audio_info['title']

video_url = video_audio_info['video_url']

audio_url = video_audio_info['audio_url']

video_filename = f"{title}.mp4"

audio_filename = f"{title}.mp3"

output_filename = f"{title} - combined.mp4"

video_file_path = os.path.join('D:\\video', video_filename)

audio_file_path = os.path.join('D:\\video', audio_filename)

output_file_path = os.path.join(processed_videos_path, output_filename)

bilibili.download_video_audio(video_url, video_filename) # 下载视频

bilibili.download_video_audio(audio_url, audio_filename) # 下载音频

bilibili.merge_video_audio(video_file_path, audio_file_path, output_file_path) # 合并视频和音频

# Optional: Delete the separate files after merge

# os.remove(video_file_path)

# os.remove(audio_file_path)

except Exception as ex:

print(f"Failed to process video/audio for {bvid}: {ex}")

main()

6.查找所需数据

1）bvid

2）referer / origin / User-Agent / Accept-Encoding

结尾

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人工智能 计算机视觉 图像处理 OpenCV实现人脸检测（Haar特征）

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