使用Python从Google搜索下载图像会出错?

时间:2013-12-21 12:06:54

标签: python web web-scraping

这是我的代码:

import os
import sys
import time
from urllib import FancyURLopener
import urllib2
import simplejson

# Define search term
searchTerm = "parrot"

# Replace spaces ' ' in search term for '%20' in order to comply with request
searchTerm = searchTerm.replace(' ','%20')


# Start FancyURLopener with defined version 
class MyOpener(FancyURLopener): 
    version = 'Mozilla/5.0 (Windows; U; Windows NT 5.1; it; rv:1.8.1.11)Gecko/20071127     Firefox/2.0.0.11'

myopener = MyOpener()

# Set count to 0
count= 0

for i in range(0,10):
    # Notice that the start changes for each iteration in order to request a new set of     images for each loop
    url = ('https://ajax.googleapis.com/ajax/services/search/images?' + 'v=1.0&q='+searchTerm+'&start='+str(i*10)+'&userip=MyIP')
    print url
    request = urllib2.Request(url, None, {'Referer': 'testing'})
    response = urllib2.urlopen(request)

    # Get results using JSON
    results = simplejson.load(response)
    data = results['responseData']
    dataInfo = data['results']

    # Iterate for each result and get unescaped url
    for myUrl in dataInfo:
        count = count + 1
        my_url = myUrl['unescapedUrl']
        myopener.retrieve(myUrl['unescapedUrl'],str(count)+'.jpg')        

但是在下载了一些图片后,我收到了以下错误:

Traceback (most recent call last): File "C:\Python27\img_google3.py", line 37, in dataInfo = data['results'] TypeError: 'NoneType' object has no attribute 'getitem'

导致这种情况的原因是什么?

我必须从谷歌下载图像,作为训练神经网络进行图像分类的一部分。

1 个答案:

答案 0 :(得分:2)

错误消息告诉您results['responseData'] == None。您需要查看results中的实际内容(例如print(results)),以了解如何访问所需的数据。

发生错误时,我会收到以下信息:

{u'responseData': None, # hence the error
 u'responseDetails': u'out of range start', # what went wrong
 u'responseStatus': 400} # http response code for "Bad request"

最后你加载了一个网址(即https://ajax.googleapis.com/ajax/services/search/images?v=1.0&q=parrot&start=90&userip=MyIP),搜索结果不会那么高。我在results中获得了较低数字的合理内容:...&start=0&...

您需要检查是否有任何回报,例如:

if results["responseStatus"] == 200:
    # response was OK, do your thing

此外,您可以使您的网址构建代码更简单,并保存字符串连接:

template = 'https://ajax.googleapis.com/ajax/services/search/images?v=1.0&q={}&start={}&userip=MyIP'
url = template.format(searchTerm, str(i * 10))