;,
"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
去看了一