scrapy 爬妹子图 Step1 Step2 Step3

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前一篇写了基础的爬虫，这篇我们就来爬图片保存下来。环境如上一篇scrapy 爬电影 抓取数据

Step1

首先还是实体类写好我们需要的字段
注释中ImagesPipeline后面会解释

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复制代码from scrapy import Item, Field
class PaimgItem(Item):
    # 这两个字段 image_urls images是ImagesPipeline存放需要的
    image_urls = Field()
    images = Field()

    name = Field()

Step2

项目结构不变，依然首先来写我们的Spider

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复制代码import scrapy
from scrapy.spiders import CrawlSpider
from PaImg.items import PaimgItem


class MeizituSpider(CrawlSpider):
    name = "meizitu"
    host = 'http://www.meizitu.com/'
    start_urls = ['http://www.meizitu.com/a/sexy.html']

    headers = {
        'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
        'Accept-Language': 'zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3',
    }

    def parse(self, response):
        nextPage = response.xpath(u'//div[@id="wp_page_numbers"]//a[text()="下一页"]/@href').extract_first()
        nextPage = self.host + nextPage

        for p in response.xpath('//li[@class="wp-item"]//a/@href').extract():
            # scrapy.Request再次请求获取详情html由parse_item解析
            yield scrapy.Request(p, callback=self.parse_item)

        yield scrapy.Request(nextPage, callback=self.parse)

    def parse_item(self, response):
        item = PaimgItem()
        # 详情中的图片列表
        item['image_urls'] = response.xpath("//div[@id='picture']//img/@src").extract()
        item['name'] = response.xpath("//div[@id='picture']//img/@alt").extract()[0].split(u'，')[0]
        return item

上一篇如果你认真看了写了，这一点代码相信你一眼就看懂了。如果不懂先看一下上一篇吧scrapy 爬电影 抓取数据

Step3

上面我们将详情页的图片列表地址存储保存了下来。我们需要一个专门下载每张图片的类。
也就是Step1中提到的ImagesPipeline。它是用来处理下载图片的一个Pipeline关于Pipline可以查看Pipeline。我们创建一个PaimgPipeline类继承自ImagesPipeline

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复制代码class PaimgPipeline(ImagesPipeline):

我们需要复写四个方法：get_media_requests(进行图片下载请求处理) item_completed(图片下载完成的通知) file_path(下载原始图片的保存路径) thumb_path(缩略图保存路径)
完整代码：

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复制代码headers = {
    'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
    'Accept-Language': 'zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3',
    "Referer": "https://www.meizitu.com/",  # 加入referer 为下载的域名网站
}


class PaimgPipeline(ImagesPipeline):
    # 在工作流程中可以看到，管道会得到图片的URL并从项目中下载。
    # # 为了这么做，你需要重写 get_media_requests() 方法，并对各个图片URL返回一个Request:
    def get_media_requests(self, item, info):
        for image_url in item['image_urls']:
            # 这里把item传过去，因为后面需要用item里面的name作为文件名
            yield Request(image_url, meta={'item': item}, headers=headers)

    def item_completed(self, results, item, info):
        image_paths = [x['path'] for ok, x in results if ok]
        if not image_paths:
            raise DropItem("Item contains no images")
        return item

    def file_path(self, request, response=None, info=None):
        item = request.meta['item']
        image_guid = request.url.split('/')[-1]  # 倒数第一个元素
        filenames = "full/%s/%s" % (item['name'], image_guid)
        # print(filename)
        return filenames

    def thumb_path(self, request, thumb_id, response=None, info=None):
        item = request.meta['item']
        image_guid = request.url.split('/')[-1]  # 倒数第一个元素
        # thumb_id就是setting文件中定义的big small
        filenames = "thumbil/%s/%s/%s" % (thumb_id, item['name'], image_guid)
        return filenames

Step4

编写随机的UserAgent和IP代理

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复制代码import random
from scrapy.downloadermiddlewares.useragent import UserAgentMiddleware
'''
这个类主要用于产生随机UserAgent
'''
class RandomUserAgent(UserAgentMiddleware):

    def __init__(self, agents):
        self.agents = agents

    @classmethod
    def from_crawler(cls, crawler):
        return cls(crawler.settings.getlist('USER_AGENTS'))  # 返回的是本类的实例cls ==RandomUserAgent

    def process_request(self, request, spider):
        request.headers.setdefault('User-Agent', random.choice(self.agents))
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复制代码import random
from PaImg.settings import IPPOOL

class ProxiesMiddleware(object):
    def __init__(self, ip=''):
        self.ip = ip

    def process_request(self, request, spider):
        thisip = random.choice(IPPOOL)
        print("this is ip:" + thisip["ipaddr"])
        request.meta["proxy"] = "http://" + thisip["ipaddr"]

Step5

下来我们就需要配置一下settings.py了。

  • 首先我们先把刚刚写的PaimgPipeline配置到settings中
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复制代码ITEM_PIPELINES = {
    'PaImg.pipelines.PaimgPipeline': 300,
}
  • 设置上面编写的RandomUserAgent及ProxiesMiddleware
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复制代码DOWNLOADER_MIDDLEWARES = {
    'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware': None,
    'PaImg.RandomUserAgent.RandomUserAgent': 100,

     # 代理IP可能会失效 需要重新ping代理ip地址
  'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware' : None,
    'PaImg.ProxiesMiddleware.ProxiesMiddleware' : 100
}
  • 设置USER_AGENTS，也就是上面我们自己编写RandomUserAgent需要的数据
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复制代码USER_AGENTS = [
    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; AcooBrowser; .NET CLR 1.1.4322; .NET CLR 2.0.50727)",
    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0; Acoo Browser; SLCC1; .NET CLR 2.0.50727; Media Center PC 5.0; .NET CLR 3.0.04506)",
    "Mozilla/4.0 (compatible; MSIE 7.0; AOL 9.5; AOLBuild 4337.35; Windows NT 5.1; .NET CLR 1.1.4322; .NET CLR 2.0.50727)",
    "Mozilla/5.0 (Windows; U; MSIE 9.0; Windows NT 9.0; en-US)",
    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Win64; x64; Trident/5.0; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 2.0.50727; Media Center PC 6.0)",
    "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 1.0.3705; .NET CLR 1.1.4322)",
    "Mozilla/4.0 (compatible; MSIE 7.0b; Windows NT 5.2; .NET CLR 1.1.4322; .NET CLR 2.0.50727; InfoPath.2; .NET CLR 3.0.04506.30)",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; zh-CN) AppleWebKit/523.15 (KHTML, like Gecko, Safari/419.3) Arora/0.3 (Change: 287 c9dfb30)",
    "Mozilla/5.0 (X11; U; Linux; en-US) AppleWebKit/527+ (KHTML, like Gecko, Safari/419.3) Arora/0.6",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.8.1.2pre) Gecko/20070215 K-Ninja/2.1.1",
    "Mozilla/5.0 (Windows; U; Windows NT 5.1; zh-CN; rv:1.9) Gecko/20080705 Firefox/3.0 Kapiko/3.0",
    "Mozilla/5.0 (X11; Linux i686; U;) Gecko/20070322 Kazehakase/0.4.5",
    "Mozilla/5.0 (X11; U; Linux i686; en-US; rv:1.9.0.8) Gecko Fedora/1.9.0.8-1.fc10 Kazehakase/0.5.6",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11",
    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_3) AppleWebKit/535.20 (KHTML, like Gecko) Chrome/19.0.1036.7 Safari/535.20",
    "Opera/9.80 (Macintosh; Intel Mac OS X 10.6.8; U; fr) Presto/2.9.168 Version/11.52",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.11 (KHTML, like Gecko) Chrome/20.0.1132.11 TaoBrowser/2.0 Safari/536.11",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.71 Safari/537.1 LBBROWSER",
    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; LBBROWSER)",
    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; QQDownload 732; .NET4.0C; .NET4.0E; LBBROWSER)",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.84 Safari/535.11 LBBROWSER",
    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E)",
    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; QQBrowser/7.0.3698.400)",
    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; QQDownload 732; .NET4.0C; .NET4.0E)",
    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0; SV1; QQDownload 732; .NET4.0C; .NET4.0E; 360SE)",
    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; QQDownload 732; .NET4.0C; .NET4.0E)",
    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E)",
    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1",
    "Mozilla/5.0 (iPad; U; CPU OS 4_2_1 like Mac OS X; zh-cn) AppleWebKit/533.17.9 (KHTML, like Gecko) Version/5.0.2 Mobile/8C148 Safari/6533.18.5",
    "Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b13pre) Gecko/20110307 Firefox/4.0b13pre",
    "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:16.0) Gecko/20100101 Firefox/16.0",
    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.64 Safari/537.11",
    "Mozilla/5.0 (X11; U; Linux x86_64; zh-CN; rv:1.9.2.10) Gecko/20100922 Ubuntu/10.10 (maverick) Firefox/3.6.10"
]
  • 设置IPPOOL，也就是上面我们自己编写ProxiesMiddleware需要的数据( 代理IP可能会失效 需要重新ping代理ip地址)
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复制代码IPPOOL=[
    {"ipaddr":"211.142.141.210:8998"},
    {"ipaddr":"58.19.15.218:808"},
    {"ipaddr":"117.90.1.141:9000"},
    {"ipaddr":"125.117.115.180:9000"},
    {"ipaddr":"211.142.141.210:8998"},
    {"ipaddr":"163.125.251.242:8118"}
]
  • 设置上面略缩图的大小，有两种方式：
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复制代码IMAGES_THUMBS = {
    'small': (50, 50),
    'big': (270, 270),
}
  • 设置图片(宽最小与高最小)过滤。以防止我们会下载一些广告图或其他无用图
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复制代码IMAGES_MIN_HEIGHT = 110
IMAGES_MIN_WIDTH = 110
  • 设置本地保存路径
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复制代码IMAGES_STORE = '/Users/cuiyang/Pictures/meizitu'
  • 还有我们的延迟下载
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复制代码DOWNLOAD_DELAY = 2

基本上这些就已经够了，我们还可以再优化一下配置，也是比较通用的一些配置

Tip

  • 减少超时时间以提高爬取速度
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复制代码DOWNLOAD_TIMEOUT = 15
  • 不对失败的HTTP请求进行重试
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复制代码RETRY_ENABLED = False
  • 禁用cookie
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复制代码COOKIES_ENABLED = False
  • 通用爬取经常抓取大量的 “index” 页面； AjaxCrawlMiddleware能帮助您正确地爬取。 由于有些性能问题，且对于特定爬虫没有什么意义，该中间默认关闭。
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复制代码AJAXCRAWL_ENABLED = False

最后附上源码地址：源码地址

本文转载自: 掘金

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