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Python爬虫入门教程 32-100 B站博人传评论数据抓取 scrapy(二)
2019-02-13 10:08:05 】 浏览:285
Tags:Python 爬虫 入门教程 32-100 评论 数据 scrapy
;, "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; 360SE)", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3", "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3", "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.0 Safari/536.3", "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24", "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24" ]

第二步,在settings文件中设置 “DOWNLOADER_MIDDLEWARES”

# Enable or disable downloader middlewares
# See https://doc.scrapy.org/en/latest/topics/downloader-middleware.html
DOWNLOADER_MIDDLEWARES = {
   #'borenzhuan.middlewares.BorenzhuanDownloaderMiddleware': 543,
    'borenzhuan.middlewares.RandomUserAgentMiddleware': 400,
}

第三步,在 middlewares.py 文件中导入 settings模块中的 USER_AGENT_LIST 方法

from borenzhuan.settings import USER_AGENT_LIST # 导入中间件
import random

class RandomUserAgentMiddleware(object):
    def process_request(self, request, spider):
        rand_use  = random.choice(USER_AGENT_LIST)
        if rand_use:
            request.headers.setdefault('User-Agent', rand_use)

好了,随机的UA已经实现,你可以在parse函数中编写如下代码进行测试

print(response.request.headers)

4. B站博人传评论数据----完善item

这个操作相对简单,这些数据就是我们要保存的数据了。!

   author = scrapy.Field()
    content = scrapy.Field()
    ctime = scrapy.Field()
    disliked = scrapy.Field()
    liked = scrapy.Field()
    likes = scrapy.Field()
    score = scrapy.Field()
    user_season = scrapy.Field()

5. B站博人传评论数据案例---提高爬取速度

在settings.py中设置如下参数:


# Configure maximum concurrent requests performed by Scrapy (default: 16)
CONCURRENT_REQUESTS = 32
# Configure a delay for requests for the same website (default: 0)
# See https://doc.scrapy.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
DOWNLOAD_DELAY = 1
# The download delay setting will honor only one of:
CONCURRENT_REQUESTS_PER_DOMAIN = 16
CONCURRENT_REQUESTS_PER_IP = 16
# Disable cookies (enabled by default)
COOKIES_ENABLED = False

解释说明

一、降低下载延迟

DOWNLOAD_DELAY = 0

将下载延迟设为0,这时需要相应的防ban措施,一般使用user agent轮转,构建user agent池,轮流选择其中之一来作为user agent。

二、多线程

CONCURRENT_REQUESTS = 32
CONCURRENT_REQUESTS_PER_DOMAIN = 16
CONCURRENT_REQUESTS_PER_IP = 16

scrapy网络请求是基于Twisted,而Twisted默认支持多线程,而且scrapy默认也是通过多线程请求的,并且支持多核CPU的并发,我们通过一些设置提高scrapy的并发数可以提高爬取速度。

三、禁用cookies

COOKIES_ENABLED = False

6. B站博人传评论数据案例---保存数据

最后在pipelines.py 文件中,编写保存代码即可

import os
import csv

class BorenzhuanPipeline(object):


    def __init__(self):
        store_file = os.path.dirname(__file__)+'/spiders/bore.csv'
        self.file = open(store_file,"a+",newline="",encoding="utf-8")
        self.writer = csv.writer(self.file)

    def process_item(self, item, spider):
        try:

            self.writer.writerow((
                item["author"],
                item["content"],
                item["ctime"],
                item["disliked"],
                item["liked"],
                item["likes"],
                item["score"],
                item["user_season"]
            ))

        except Exception as e:
            print(e.args)

        def close_spider(self, spider):
            self.file.close()

运行代码之后,发现过了一会报错了
在这里插入图片描述

去看了一

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