无法清除熊猫数据框

Question

这是我第一次使用 pandas，我正在尝试制作一个 forloop，从网站中提取 mp3 链接并将它们放入 csv 文件中。对于每个专辑链接，它会创建一个新文件夹和一个新的 csv 文件，然后将 mp3 放入 csv 中。

一切正常但是我有一个主要问题 - 数据框不断将最后一个循环中的数据附加到当前循环中。所以我的数据框list 越来越大。

代码如下：

from bs4 import BeautifulSoup
import urllib.request
import re
import pandas as pd
import os
import csv

def mpull():
   albumlist()
   baseurl = "https://downloads.khinsider.com"
   alist = albumlist.albums_str
   llist = albumlist.link_str
   fullsoup = []
   for l, ab in zip(llist, alist):
      os.mkdir(ab)
      url = urllib.request.urlopen(l)
      content = url.read()
      soup = BeautifulSoup(content, features="html.parser")
      for a in soup.findAll('a',href=re.compile('/*\.mp3')):
         df = pd.DataFrame([])
         fullsoup.append(baseurl+a['href'])
         remove_dup(fullsoup)
         df = pd.DataFrame(fullsoup)
      df.to_csv(ab+"/"+ab+".csv", index=False, header=False) 
      print(fullsoup)
mpull()

我想要的是这个：

007 everything or nothing:

https://downloads.khinsider.com/game-soundtracks/album/007-everything-or-nothing/EON-01-James-Bond-Theme.mp3
https://downloads.khinsider.com/game-soundtracks/album/007-everything-or-nothing/EON-02-Russian-Liar.mp3
#MORE 007 everything or nothing songs

我得到的是这样的：

007 everything or nothing:
#songs from the last loop appear first for some reason
https://downloads.khinsider.com/game-soundtracks/album/007-blood-stone/01-%2520James%2520Bond-Blood%2520Stone%2520Theme%2520Song.mp3
https://downloads.khinsider.com/game-soundtracks/album/007-blood-stone/02-%2520M%2520Puts%2520Her%2520Trust%2520in%2520Bond.mp3
#Then the right songs appear afterwards 
https://downloads.khinsider.com/game-soundtracks/album/007-everything-or-nothing/EON-01-James-Bond-Theme.mp3
https://downloads.khinsider.com/game-soundtracks/album/007-everything-or-nothing/EON-02-Russian-Liar.mp3
#MORE 007 everything or nothing songs

我尝试了什么： 我尝试将del df 添加到循环的末尾，如下所示：

from bs4 import BeautifulSoup
import urllib.request
import re
import pandas as pd
import os
import csv

def mpull():
   albumlist()
   baseurl = "https://downloads.khinsider.com"
   alist = albumlist.albums_str
   llist = albumlist.link_str
   fullsoup = []
   for l, ab in zip(llist, alist):
      os.mkdir(ab)
      url = urllib.request.urlopen(l)
      content = url.read()
      soup = BeautifulSoup(content, features="html.parser")
      for a in soup.findAll('a',href=re.compile('/*\.mp3')):
         df = pd.DataFrame([])
         fullsoup.append(baseurl+a['href'])
         remove_dup(fullsoup)
         df = pd.DataFrame(fullsoup)
      df.to_csv(ab+"/"+ab+".csv", index=False, header=False) 
      del def
      print(fullsoup)
mpull()

但这似乎没有做任何事情，或者更确切地说 - 它仍在将最后一个循环的数据帧附加到当前的 csv 迭代中。

任何想法都会很棒。谢谢！

Answer 1

我明白了！！！而不是尝试删除数据框df。我需要在每次循环迭代时删除 fullsoup 列表，这样它就不会在每个循环中保留列表的数据。

def mpull():
   albumlist()
   baseurl = "https://downloads.khinsider.com"
   alist = albumlist.albums_str
   llist = albumlist.link_str
   for l, ab in zip(llist, alist):
      fullsoup = []
      os.mkdir(ab)
      url = urllib.request.urlopen(l)
      content = url.read()
      soup = BeautifulSoup(content, features="html.parser")
      for a in soup.findAll('a',href=re.compile('/*\.mp3')):
         df = pd.DataFrame([])
         fullsoup.append(baseurl+a['href'])
         # remove_dup(fullsoup)
         df = pd.DataFrame(fullsoup)
      print(fullsoup)
      del fullsoup
      df.to_csv(ab+"/"+ab+".csv", index=False, header=False) 
mpull()