今天本打算把【Python3爬虫】网易云音乐爬虫 的代码敲一遍, 可是在安装pycrypto总是报错,html
因为我计算是win10, 而且也有vs2017python
python3环境下安装pycrypto的一些问题
Python踩坑之路-Python-3.6 安装pycrypto 2.6.1各类疑难杂症及解决方案
windows 下的python 安装pycrypto
pip安装pycrypto报错:Microsoft Visual C++ 14.0 is required. 的解决办法c++
而个人 解决 方式和pip安装pycrypto报错:Microsoft Visual C++ 14.0 is required. 的解决办法 一致:git
1.首先安装必要的C++的东西,github
先前也是选择性的安装一些 必要的插件, 搞了好久, 后来火了,直接安装c++桌面开发json
2。设置VCINSTALLDIR环境变量, 好比VS2015 的设置为:D:\Program Files (x86)\Microsoft Visual Studio 14.0\VC,可是我是vs2017就设置为D:\Program Files (x86)\Microsoft Visual Studio\2017\Enterprise\VC 竟然不对,后来搜索stdint.h文件才发现应是D:\Program Files (x86)\Microsoft Visual Studio\2017\Enterprise\VC\Tools\MSVC\14.14.26428\windows
实际上我还设置了饿个环境变量 VS140COMNTOOLS = D:\Program Files (x86)\Microsoft Visual Studio\2017\Enterprise\VC\Auxiliary\Build api
VS100COMNTOOLS=%VS140COMNTOOLS%dom
3. 从新打开CMD,键入set CL=/FI"%VCINSTALLDIR%\\INCLUDE\\stdint.h" 。再用pip安装就能够成功。函数
注:在实践过程当中,发现pip有可能报 UnicodeDecodeError: 'utf-8' codec can't decode byte... 错误,这时须要将CMD的终端编码用“CHCP 65001”命令改成“UTF-8”后再安装。
在成功安装以后,若是import的时候没有Crypto而只有crypto,先打开Python安装目录下的Lib\site-packages\crypto文件夹,若是里面有Cipher文件夹,就返回到Lib\site-packages目录下把crypto重命名为Crypto,而后应该就能够成功导入了
因为是请求https,因此有时候很容易遇到以下错误
requests.exceptions.SSLError: HTTPSConnectionPool(host='music.163.com', port=443):
解决办法:代码调用了urllib3.disable_warnings()函数,来确保不会发生警告。
import requests from requests.packages import urllib3 urllib3.disable_warnings() r = requests.get('https://www.12306.cn', verify=False) print(r.status_code)
或者
import requests import logging logging.captureWarnings(True) r = requests.get('https://www.12306.cn', verify=False) print(r.status_code)
最后的python 代码:
# 爬取保存指定歌曲的全部评论并生成词云 import jieba import codecs import base64 import requests from math import floor, ceil from random import random from Crypto.Cipher import AES from wordcloud import WordCloud from multiprocessing import Pool from requests.packages import urllib3 headers = {'Host': 'music.163.com', 'Referer': 'http://music.163.com/', 'Upgrade-Insecure-Requests': '1', 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) ' 'Chrome/66.0.3359.181 Safari/537.36' } # 爬取并保存评论内容 def get_comments(data): # data=[song_id,song_name,page_num] url = 'https://music.163.com/weapi/v1/resource/comments/R_SO_4_' + str(data[0]) + '?csrf_token=' # 获得两个加密参数 text, key = get_params(data[2]) # 发送post请求 urllib3.disable_warnings() res = requests.post(url, headers=headers, data={"params": text, "encSecKey": key}, verify=False) if res.status_code == 200: print("正在爬取第{}页的评论".format(data[2])) # 解析 comments = res.json()['comments'] # 存储 with open(data[1] + '.txt', 'a', encoding="utf-8") as f: for i in comments: f.write(i['content'] + "\n") else: print("爬取失败!") # 生成词云 def make_cloud(txt_name): with open(txt_name + ".txt", 'r', encoding="utf-8") as f: txt = f.read() # 结巴分词 text = ''.join(jieba.cut(txt)) # 定义一个词云 wc = WordCloud( font_path="font.ttf", width=1200, height=800, max_words=100, max_font_size=200, min_font_size=10 ) # 生成词云 wc.generate(text) # 保存为图片 wc.to_file(txt_name + ".png") # 生成随机字符串 def generate_random_string(length): string = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789" # 初始化随机字符串 random_string = "" # 生成一个长度为length的随机字符串 for i in range(length): random_string += string[int(floor(random() * len(string)))] return random_string # AES加密 def aes_encrypt(msg, key): # 若是不是16的倍数则进行填充 padding = 16 - len(msg) % 16 # 这里使用padding对应的单字符进行填充 msg += padding * chr(padding) # 用来加密或者解密的初始向量(必须是16位) iv = '0102030405060708' # AES加密 cipher = AES.new(key, AES.MODE_CBC, iv) # 加密后获得的是bytes类型的数据 encrypt_bytes = cipher.encrypt(msg) # 使用Base64进行编码,返回byte字符串 encode_string = base64.b64encode(encrypt_bytes) # 对byte字符串按utf-8进行解码 encrypt_text = encode_string.decode('utf-8') # 返回结果 return encrypt_text # RSA加密 def rsa_encrypt(random_string, key, f): # 随机字符串逆序排列 string = random_string[::-1] # 将随机字符串转换成byte类型数据 text = bytes(string, 'utf-8') # RSA加密 sec_key = int(codecs.encode(text, encoding='hex'), 16) ** int(key, 16) % int(f, 16) # 返回结果 return format(sec_key, 'x').zfill(256) # 获取参数 def get_params(page): # 偏移量 offset = (page - 1) * 20 # offset和limit是必选参数,其余参数是可选的 msg = '{"offset":' + str(offset) + ',"total":"True","limit":"20","csrf_token":""}' key = '0CoJUm6Qyw8W8jud' f = '00e0b509f6259df8642dbc35662901477df22677ec152b5ff68ace615bb7b725152b3ab17a87' \ '6aea8a5aa76d2e417629ec4ee341f56135fccf695280104e0312ecbda92557c93870114af6c9' \ 'd05c4f7f0c3685b7a46bee255932575cce10b424d813cfe4875d3e82047b97ddef52741d546b' \ '8e289dc6935b3ece0462db0a22b8e7' e = '010001' # 生成长度为16的随机字符串 i = generate_random_string(16) # 第一次AES加密 enc_text = aes_encrypt(msg, key) # 第二次AES加密以后获得params的值 encText = aes_encrypt(enc_text, i) # RSA加密以后获得encSecKey的值 encSecKey = rsa_encrypt(i, e, f) return encText, encSecKey def main(): song_id = 108545 song_name = "伯乐" # 构造url u = 'https://music.163.com/weapi/v1/resource/comments/R_SO_4_' + str(song_id) + '?csrf_token=' # 构造参数 t, k = get_params(1) # 构造data d = {'params': t, 'encSecKey': k} # 发送post请求并获得结果 urllib3.disable_warnings() r = requests.post(u, headers=headers, data=d, verify=False) # 提取评论总数(除开热评) page_count = ceil((r.json()['total'] - 15) / 20) # 构造全部参数 data_list = [(song_id, song_name, i + 1) for i in range(int(page_count))] # 构造进程池 pool = Pool(processes=4) # 获取评论 print("开始爬取,请等待...") pool.map(get_comments, data_list) # 生成词云 make_cloud(song_name) if __name__ == "__main__": main()
font.ttf