对http://code.py40.com/42.html的爬虫代码进行改造，添加多线程，多进程下载，图片完整性判断，爬取百度图片分析
import multiprocessing
import re
import os
import requests
import time
from multiprocessing import Process, Queue, cpu_count
#使用PyInstaller模块把python转exe文件
#pip install PyInstaller
global PhotoNum
PhotoNum = 0
PWD ="D:/work/python/pic/huaban"
head = {'User-Agent' :'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6'}
TimeOut = 30
url = "http://huaban.com/favorite/beauty/"
url_image = "http://hbimg.b0.upaiyun.com/"
urlNext = "http://huaban.com/favorite/beauty/?iqkxaeyv&limit=20&wfl=1&max="
'''
花瓣网分析
AJAX请求：
Request URL: http://huaban.com/favorite/beauty/?fetch&jk2qu4kp&since=1779015196&limit=100&wfl=1
请求头：
X-Request: JSON
X-Requested-With: XMLHttpRequest
请求参数：
fetch:
jk2qu4kp:
since: 1779015196
limit: 100
wfl: 1
向下翻页：发出多个ajax请求，参数没找到规律
http://huaban.com/favorite/beauty/?fetch&jk2r5o54&since=1779015196&limit=100&wfl=1
http://huaban.com/favorite/beauty/?fetch&jk2r5o55&since=1779015196&limit=100&wfl=1
http://huaban.com/favorite/beauty/?fetch&jk2r5o56&since=1779015196&limit=100&wfl=1
http://huaban.com/favorite/beauty/?fetch&jk2r5o57&since=1779015196&limit=100&wfl=1
有时间用Selenium爬取吧
'''
#jpeg文件有固定的文件头，其文件头的格式如下：
#Start Marker | JFIF Marker | Header Length | Identifier
#0xff, 0xd8 | 0xff, 0xe0 | 2 - bytes | "JFIF\0"
#判断JPG是否完整：方法一
def is_jpg(filename):
data = open(filename,'rb').read(11)
if data[:4] != '\xff\xd8\xff\xe0' and data[:4]!='\xff\xd8\xff\xe1': #前4个字节不等于固定的文件头
return False
if data[6:] != 'JFIF\0' and data[6:] != 'Exif\0': #最后6个字节
return False
return True
#判断JPG是否完整：方法二
def is_valid_jpg(jpg_file):
"""
判断JPG文件下载是否完整
"""
if jpg_file.split('.')[-1].lower() == 'jpg':
with open(jpg_file, 'rb') as f:
f.seek(-2, 2)
return f.read() == '\xff\xd9' #判定jpg是否包含结束字段
else:
return True
#判断JPG是否完整：方法三
from PIL import Image
#pip install Pillow
#通过PIL类库来做判断
def is_jpg(filename):
try:
i=Image.open(filename)
if i.format =='JPEG': #利用PIL库进行jpeg格式判定
#i.show()
return True
except IOError:
return False
#summary: 判断图片的有效性
import io
from PIL import Image
#判断文件是否为有效（完整）的图片
#输入参数为文件路径
def IsValidImage(pathfile):
bValid = True
try:
Image.open(pathfile).verify()
except:
bValid = False
return bValid
#判断文件是否为有效（完整）的图片
#输入参数为bytes，如网络请求返回的二进制数据
def IsValidImage4Bytes(buf):
bValid = True
try:
Image.open(io.BytesIO(buf)).verify()
except:
bValid = False
return bValid
'''
当把get函数的stream参数设置成False时，它会立即开始下载文件并放到内存中，如果文件过大，有可能导致内存不足。
当把get函数的stream参数设置成True时，它不会立即开始下载，当你使用iter_content或iter_lines遍历内容或访问内容属性时才开始下载。需要注意一点：文件没有下载之前，它也需要保持连接。
•iter_content：一块一块的遍历要下载的内容
•iter_lines：一行一行的遍历要下载的内容
使用上面两个函数下载大文件可以防止占用过多的内存，因为每次只下载小部分数据
'''
#下载文件
def downfile(file ,url):
print("开始下载：" ,file ,url)
try:
r = requests.get(url ,stream=True)
with open(file, 'wb') as fd:
for chunk in r.iter_content():
fd.write(chunk)
except Exception as e:
print("下载失败了" ,e)
from threading import Thread
import threading
from bs4 import BeautifulSoup
#联网失败重试次数
request_count=5
def requestpageText(url):
global request_count
try:
request_count -= 1
Page = requests.session().get(url ,headers=head ,timeout=TimeOut)
Page.encoding = "utf-8"
return Page.text
except Exception as e:
print("联网失败了...重试中" ,e)
time.sleep(5)
print("暂停结束")
if request_count > 0:
requestpageText(url)
#解析
def requestUrl(url):
global PhotoNum
print("*******************************************************************")
print("请求网址：" ,url)
text = requestpageText(url)
if not os.path.exists(PWD):
os.makedirs(PWD)
max_pin_id = 0
pattern = re.compile('{"pin_id":(\d*?),.*?"key":"(.*?)",.*?"like_count":(\d*?),.*?"repin_count":(\d*?),.*?}' ,re.S)#re.S 把\n当工作普通字符
items = re.findall(pattern ,text)
print(items)
for item in items:
max_pin_id = item[0]
x_key = item[1]
x_like_count = int(item[2])
x_repin_count = int(item[3])
if (x_repin_count >10 and x_like_count > 10) or x_repin_count > 100 or x_like_count > 20:
url_item = url_image + x_key
filename = PWD + str(max_pin_id) + ".jpg"
if os.path.isfile(filename):
print("文件存在：", filename)
if IsValidImage(filename):
continue
else:
os.remove(filename)
print("开始下载第{0}张图片".format(PhotoNum))
PhotoNum += 1
# 使用多线程下载
t1 = Thread(target=downfile, args=(filename, url_item))
threading.BoundedSemaphore(5) # 同一时刻可以有四个线程
t1.start()
# 使用多进程下载
# t = multiprocessing.Process(target=downfile, args=(filename, url_item))
# t.daemon = False # 将daemon设置为True，则主线程不等待子进程，主线程结束则所有结束
# t.start()
#t1.join(10)
#downfile(filename, url_item)
requestUrl(urlNext + max_pin_id)
# if __name__ == "__main__":
# requestUrl(url)
#os.chdir(directory) #切换到directory目录
#cwd = os.getcwd() #获取当前目录即dir目录下
'''
获取百度图片
'''
def get_baidu_image():
url="https://image.baidu.com/search/index?tn=baiduimage&ct=201326592&lm=-1&cl=2&ie=gb18030&word=%C3%C0%C5%AE&fr=ala&ala=1&alatpl=adress&pos=0&hs=2&xthttps=111111"
print("请求网址：", url)
text = requestpageText(url)
soup = BeautifulSoup(text, 'lxml')
# soup = BeautifulSoup(open('index.html'))
print(soup.prettify()) # 格式化输出 soup 对象的内容
'''
四大对象种类
Tag 标签
NavigableString 获取标签内部的文字
BeautifulSoup 一个文档的全部内容
Comment 一个特殊类型的 NavigableString 对象
'''
print(soup.title)
print(soup.title.name) # 签本身的名称
print(soup.title.attrs) # 签的所有属性
print(soup.head)
imglist = soup.find_all("[class='imgbox],a[href],img")# class=imgbox 所有的a节点，有href属性 带img标签 的所有节点
lenth = len(imglist) # 计算集合的个数
print("#######################################")
for i in range(lenth):
print(imglist[i].attrs['src']) # 抓取img中属性为src的信息,例如<img src="123456" xxxxxxxxxxxxxxxx,则输出为123456
#百度图片获取的方式是采用ajax （怪不得使用开发者工具定位到了图片链接，但使用beatifulsoub解析结果为空）
#请求头中包含：X-Requested-With: XMLHttpRequest ---》 是AJAX请求
'''
发出的AJAX请求：
Request URL: https://image.baidu.com/search/acjson?tn=resultjson_com&ipn=rj&ct=201326592&is=&fp=result&queryWord=%E7%BE%8E%E5%A5%B3&cl=2&lm=-1&ie=utf-8&oe=utf-8&adpicid=&st=&z=&ic=&word=%E7%BE%8E%E5%A5%B3&s=&se=&tab=&width=&height=&face=&istype=&qc=&nc=&fr=&cg=girl&pn=30&rn=30&gsm=1e&1532580786933=
请求参数：网页向下滑动，发出更多的AJAX请求，参数大部分一样只有pn(应该是图片数量），gsm(pn的16进制）不一样
tn: resultjson_com
ipn: rj
ct: 201326592
is:
fp: result
queryWord: 美女
cl: 2
lm: -1
ie: utf-8
oe: utf-8
adpicid:
st:
z:
ic:
word: 美女
s:
se:
tab:
width:
height:
face:
istype:
qc:
nc:
fr:
cg: girl
pn: 30
rn: 30
gsm: 1e
1532580786933:
'''
from urllib.parse import urlencode
import json
def getManyPages(keyword,pages):
params=[]
for i in range(30,30*pages+30,30):
params.append({
'tn': 'resultjson_com',
'ipn': 'rj',
'ct': '201326592',
'is': '',
'fp': 'result',
'queryWord': '美女',
'cl': '2',
'lm': '-1',
'ie': 'utf-8',
'oe': 'utf-8',
'adpicid': '',
'st': '',
'z': '',
'ic': '',
'word': '美女',
's': '',
'se': '',
'tab': '',
'width': '',
'height': '',
'face': '',
'istype': '',
'qc': '',
'nc': '',
'fr': '',
'cg': 'girl',
'pn': str(i),
'rn': '30',
'gsm': str(hex(i)),
'1532580786933': ''
})
url = 'https://image.baidu.com/search/acjson'
urls = []
for i in params:
# urls.append(requests.get(url,params=i).json().get('data'))#json()转为json格式
#print(url+'?'+urlencode(i))
#txt=requests.get(url+urlencode(i)).text
respone = requests.get(url,params=i)
print(respone.url)
'''
https://image.baidu.com/search/acjson?tn=resultjson_com&ipn=rj&ct=201326592&is=&fp=result&queryWord=%E7%BE%8E%E5%A5%B3&cl=2&lm=-1&ie=utf-8&oe=utf-8&adpicid=&st=&z=&ic=&word=%E7%BE%8E%E5%A5%B3&s=&se=&tab=&width=&height=&face=&istype=&qc=&nc=&fr=&cg=girl&pn=30&rn=30&gsm=1e&1532756515209=
'''
txt = respone.text.encode('utf-8')
print(txt)
myjson=json.loads(txt)
#方法一
cnt=0
for it in myjson['data']:
if 'thumbURL' in it:#python3不用has_key
img_url=it['thumbURL']
print(img_url)
filename = PWD + img_url.split('/')[-1]
if os.path.isfile(filename):
print("文件存在：", filename)
if IsValidImage(filename):
continue
else:
os.remove(filename)
cnt +=1
print("开始下载第{0}张图片".format(cnt))
# 使用多线程下载
t1 = Thread(target=downfile, args=(filename, img_url))
threading.BoundedSemaphore(5) # 同一时刻可以有四个线程
t1.start()
else:
print('no key:thumbURL')
#方法二
# for it in range(len(myjson['data'])):
# print(myjson['data'][it]['thumbURL'])
return urls
if __name__ == "__main__":
#下载百度图片
#getManyPages("美女",1)
#下载花瓣图片
requestUrl(url)
'''
百度图片：
AJAX请求的返回json结果：data数组有30个元素，应该是对应30个图片，每个元素中有好几个图片链接
bdstatic.com是属于baidu的域名
thumbURL/middleURL/hoverURL的链接是一样，用浏览器打开就是一张图片，但是json中"width": 800, "height": 1027, 下载下来的图片只有
171px*220px
继续分析，
{
"queryEnc": "%E7%BE%8E%E5%A5%B3",
"queryExt": "美女",
"listNum": 891,
"displayNum": 16925,
"gsm": "3c",
"bdFmtDispNum": "约16,900",
"bdSearchTime": "",
"isNeedAsyncRequest": 0,
"bdIsClustered": "1",
"data": [
{
"adType": "0",
"hasAspData": "0",
"thumbURL": "https://ss0.bdstatic.com/70cFvHSh_Q1YnxGkpoWK1HF6hhy/it/u=2747088918,3789947110&fm=15&gp=0.jpg",
"middleURL": "https://ss0.bdstatic.com/70cFvHSh_Q1YnxGkpoWK1HF6hhy/it/u=2747088918,3789947110&fm=15&gp=0.jpg",
"largeTnImageUrl": "",
"hasLarge": 0,
"hoverURL": "https://ss0.bdstatic.com/70cFvHSh_Q1YnxGkpoWK1HF6hhy/it/u=2747088918,3789947110&fm=15&gp=0.jpg",
"pageNum": 30,
"objURL": "ippr_z2C$qAzdH3FAzdH3Ft42_z&e3B77p7o_z&e3Bv54AzdH3F77p7oAzdH3Fkt2AzdH3F77AzdH3Fa9AzdH3FllAzdH3Fb980_z&e3B3r2",
"fromURL": "ippr_z2C$qAzdH3FAzdH3Fooo_z&e3B77p7o_z&e3Bv54AzdH3Ft4w2jetjovuwmjcn0_z&e3Bip4s",
"fromURLHost": "www.uutuw.com",
"currentIndex": "",
"width": 800,
"height": 1027,
"type": "jpg",
"is_gif": 0,
"filesize": "",
"bdSrcType": "15",
"di": "52979456762",
"pi": "0",
"is": "0,0",
"imgCollectionWord": "",
"replaceUrl": [
{
"ObjURL": "http://img3.imgtn.bdimg.com/it/u=2747088918,3789947110&fm=214&gp=0.jpg",
"FromURL": "http://news.163.com/11/0512/11/73rmp20500014jb6_3.html"
},
{
"ObjURL": "http://image58.360doc.com/downloadimg/2013/01/2118/29751043_6.jpg",
"FromURL": "http://www.360doc.com/content/13/0121/06/276037_261607301.shtml"
}
],
"hasThumbData": "0",
"bdSetImgNum": 0,
"partnerId": 0,
"spn": 0,
"bdImgnewsDate": "1970-01-01 08:00",
"fromPageTitle": "董璇<strong>写真</strong> - uu美女图网 www.uutuw.com",
"fromPageTitleEnc": "董璇写真 - uu美女图网 www.uutuw.com",
"bdSourceName": "",
"bdFromPageTitlePrefix": "",
"isAspDianjing": 0,
"token": "",
"imgType": "",
"cs": "2747088918,3789947110",
"os": "1691283298,3872427903",
"simid": "10029312,1058436041",
"personalized": "0",
"simid_info": null,
"face_info": null,
"xiangshi_info": null,
"adPicId": "0",
"source_type": ""
},
{
"adType": "0",
"hasAspData": "0",
"thumbURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2319449996,2409855939&fm=15&gp=0.jpg",
"middleURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2319449996,2409855939&fm=15&gp=0.jpg",
"largeTnImageUrl": "",
"hasLarge": 0,
"hoverURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2319449996,2409855939&fm=15&gp=0.jpg",
"pageNum": 31,
"objURL": "ippr_z2C$qAzdH3FAzdH3Ft42_z&e3B77p7o_z&e3Bv54AzdH3F77p7oAzdH3Fkt2AzdH3F77p7o8aAzdH3FaaAzdH3F89AzdH3FalAzdH3Fc89_z&e3B3r2",
"fromURL": "ippr_z2C$qAzdH3FAzdH3Fooo_z&e3B77p7o_z&e3Bv54AzdH3Ft4w2jetjow1ljbmd8_z&e3Bip4s",
"fromURLHost": "www.uutuw.com",
"currentIndex": "",
"width": 800,
"height": 1150,
"type": "jpg",
"is_gif": 0,
"filesize": "",
"bdSrcType": "15",
"di": "293353746962",
"pi": "0",
"is": "0,0",
"imgCollectionWord": "",
"replaceUrl": [
{
"ObjURL": "http://img1.imgtn.bdimg.com/it/u=2319449996,2409855939&fm=214&gp=0.jpg",
"FromURL": "http://yuedu.163.com/sns/feed?uid=umgi4"
},
{
"ObjURL": "http://img2.ph.126.net/min15uwrzziw7kswr_cgog==/1258193145996684392.jpg",
"FromURL": "http://pp.163.com/tyrantz/pp/11704002.html"
}
],
"hasThumbData": "0",
"bdSetImgNum": 0,
"partnerId": 0,
"spn": 0,
"bdImgnewsDate": "1970-01-01 08:00",
"fromPageTitle": "学生妹拍<strong>写真</strong> - uu美女图网 www.uutuw.com",
"fromPageTitleEnc": "学生妹拍写真 - uu美女图网 www.uutuw.com",
"bdSourceName": "",
"bdFromPageTitlePrefix": "",
"isAspDianjing": 0,
"token": "",
"imgType": "",
"cs": "2319449996,2409855939",
"os": "1903368392,2409688898",
"simid": "4153476169,418956316",
"personalized": "0",
"simid_info": null,
"face_info": null,
"xiangshi_info": null,
"adPicId": "0",
"source_type": ""
},
{
"adType": "0",
"hasAspData": "0",
"thumbURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2116705811,3146691174&fm=27&gp=0.jpg",
"middleURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2116705811,3146691174&fm=27&gp=0.jpg",
"largeTnImageUrl": "",
"hasLarge": 0,
"hoverURL": "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=2116705811,3146691174&fm=27&gp=0.jpg",
"pageNum": 32,
"objURL": "ippr_z2C$qAzdH3FAzdH3Ffn_z&e3Bftgwt42_z&e3BvgAzdH3F4t11sjAzdH3Fbjjnjawvxka808km0wd1d&mla",
"fromURL": "ippr_z2C$qAzdH3FAzdH3Fks52_z&e3Bftgw_z&e3Bv54_z&e3BvgAzdH3FfAzdH3Fks52_bjjnjawva8aaetmg_z&e3Bip4s",
"fromURLHost": "blog.sina.com.cn",
"currentIndex": "",
"width": 494,
"height": 690,
"type": "jpg",
"is_gif": 0,
"filesize": "",
"bdSrcType": "0",
"di": "114124179071",
"pi": "0",
"is": "0,0",
"imgCollectionWord": "",
"replaceUrl": [
{
"ObjURL": "http://img1.imgtn.bdimg.com/it/u=2116705811,3146691174&fm=214&gp=0.jpg",
"FromURL": "http://www.mafengwo.cn/i/1030080.html"
},
{
"ObjURL": "http://file20.mafengwo.net/m00/15/59/wkgb3fb9btbfemddaakihpq-ps073.groupinfo.w600.jpeg",
"FromURL": "http://www.mafengwo.cn/i/1030080.html"
}
],
"hasThumbData": "0",
"bdSetImgNum": 0,
"partnerId": 0,
"spn": 0,
"bdImgnewsDate": "1970-01-01 08:00",
"fromPageTitle": "90后气质<strong>美女</strong>郭梦瑶私房写真",
"fromPageTitleEnc": "90后气质美女郭梦瑶私房写真",
"bdSourceName": "",
"bdFromPageTitlePrefix": "",
"isAspDianjing": 0,
"token": "",
"imgType": "",
"cs": "2116705811,3146691174",
"os": "1790093731,1184106442",
"simid": "4132130946,671686393",
"personalized": "0",
"simid_info": null,
"face_info": null,
"xiangshi_info": null,
"adPicId": "0",
"source_type": ""
},
{
"adType": "0",
"hasAspData": "0",
"thumbURL": "https://ss2.bdstatic.com/70cFvnSh_Q1YnxGkpoWK1HF6hhy/it/u=3813142697,522369589&fm=27&gp=0.jpg",
"middleURL": "https://ss2.bdstatic.com/70cFvnSh_Q1YnxGkpoWK1HF6hhy/it/u=3813142697,522369589&fm=27&gp=0.jpg",
"largeTnImageUrl": "",
"hasLarge": 0,
"hoverURL": "https://ss2.bdstatic.com/70cFvnSh_Q1YnxGkpoWK1HF6hhy/it/u=3813142697,522369589&fm=27&gp=0.jpg",
"pageNum": 33,
"objURL": "ippr_z2C$qAzdH3FAzdH3Ff8m_z&e3Bftgwt42_z&e3BvgAzdH3F4omlaAzdH3FaamLD5UHzy0w7Xp6pnFmu&mla",
"fromURL": "ippr_z2C$qAzdH3FAzdH3Fks52_z&e3Bftgw_z&e3Bv54_z&e3BvgAzdH3FfAzdH3Fks52_808lmvv8na8adxcgr_z&e3Bip4s",
"fromURLHost": "blog.sina.com.cn",
"currentIndex": "",
"width": 690,
"height": 1013,
"type": "jpg",
"is_gif": 0,
"filesize": "",
"bdSrcType": "0",
"di": "196389140421",
"pi": "0",
"is": "0,0",
"imgCollectionWord": "",
"replaceUrl": [
{
"ObjURL": "http://img2.imgtn.bdimg.com/it/u=3813142697,522369589&fm=214&gp=0.jpg",
"FromURL": "http://blog.sina.com.cn/s/blog_17a5b84e30102x20v.html"
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