Python,爬虫与深度学习(12)——sitemap与robots.txt
步骤/目录:
1.介绍
(1)sitemap
(2)robots.txt
2.使用scrapy生成sitemap
本文首发于个人博客https://lisper517.top/index.php/archives/50/
,转载请注明出处。
本文的目的是介绍sitemap与robots.txt。
本文写作日期为2022年9月14日。运行的平台为win10,编辑器为VS Code。
爬虫写的好,牢房进的早。使用爬虫时不要占用服务器太多流量,否则可能惹祸上身。
笔者的能力有限,也并非CS从业人员,很多地方难免有纰漏或者不符合代码原则的地方,请在评论中指出。
1.介绍
如果感觉这些概念有些抽象,可以访问一些网址看看范例,比如 https://www.baidu.com/robots.txt 、 https://img.kuaidaili.com/sitemap.xml 等。
(1)sitemap
sitemap是一个站点的网页地图,它可以帮助爬虫,给出哪些网页可供抓取(sitemap应该只包含允许爬取的网页)、和各网址的基础数据(更新时间、更新频率、重要程度等)。因为搜索引擎都需要爬虫来获取网页的详情,用sitemap可以做SEO(search engine optimization,搜索引擎优化),这样baidu、google等各大搜索引擎的爬虫能爬到自己网页的页面,则在搜索关键字时自己网页出现的频率也会升高。sitemap的格式等信息可以到 sitemap官网 查看,下面是一份范例:
<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>http://www.example.com/</loc>
<lastmod>2005-01-01</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>http://www.example.com/.../.../</loc>
<lastmod>2005-01-01</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
...
</urlset>
一个编写好的sitemap,一般会放在网站的根目录下,命名为sitemap.xml。另外,除了被动等待自己的网页被搜索引擎爬取,还可以自己向搜索引擎提交sitemap;wordpress等模板在建站后会自动生成sitemap。
(2)robots.txt
robots.txt也是一个建议爬虫如何爬取自己网站的文件,同样也放在网站根目录下。它的格式为:
User-agent: *
Allow: /
Disallow: /
Sitemap: http://www.***.com/sitemap.xml
User-agent后面用于指定搜索引擎爬虫,比如Googlebot、Baiduspider、, *
则表示对所有爬虫适用;Allow、Disallow后面跟允许或禁止爬取的目录,只写目录名不用写全网址;Sitemap则是指明自己网站的sitemap在哪里,这个只用写一次(User-agent、Allow和Disallow则可能出现多次)。另外,如果写成:
User-agent: Googlebot
Allow: /
User-agent: *
Disallow: /
就是允许google爬虫访问自己的全部页面,但禁止其他爬虫访问自己的全部页面。这个例子的重点在于前面指明单个爬虫,后面用通配符*表示其他所有爬虫。
2.使用scrapy生成sitemap
首先要提醒,这种方式其实和爬虫软件去爬取你的页面一样。如果你的网站,网页之间内链不多,建议还是从网站的根目录或者数据库里生成sitemap。
安装好python、scrapy环境后,在win10机器上的cmd中使用如下命令:
cd 放scrapy爬虫的目录
scrapy startproject sitemap
cd sitemap
scrapy genspider sitemap_mysite example.com
然后开始编辑scrapy项目。
items.py如下:
# Define here the models for your scraped items
#
# See documentation in:
# https://docs.scrapy.org/en/latest/topics/items.html
import scrapy
class SitemapItem(scrapy.Item):
# define the fields for your item here like:
# name = scrapy.Field()
url = scrapy.Field()
middlewares.py如下:
# Define here the models for your spider middleware
#
# See documentation in:
# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
import random
from scrapy import signals
# useful for handling different item types with a single interface
from itemadapter import is_item, ItemAdapter
class SitemapSpiderMiddleware:
# Not all methods need to be defined. If a method is not defined,
# scrapy acts as if the spider middleware does not modify the
# passed objects.
@classmethod
def from_crawler(cls, crawler):
# This method is used by Scrapy to create your spiders.
s = cls()
crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
return s
def process_spider_input(self, response, spider):
# Called for each response that goes through the spider
# middleware and into the spider.
# Should return None or raise an exception.
return None
def process_spider_output(self, response, result, spider):
# Called with the results returned from the Spider, after
# it has processed the response.
# Must return an iterable of Request, or item objects.
for i in result:
yield i
def process_spider_exception(self, response, exception, spider):
# Called when a spider or process_spider_input() method
# (from other spider middleware) raises an exception.
# Should return either None or an iterable of Request or item objects.
pass
def process_start_requests(self, start_requests, spider):
# Called with the start requests of the spider, and works
# similarly to the process_spider_output() method, except
# that it doesn’t have a response associated.
# Must return only requests (not items).
for r in start_requests:
yield r
def spider_opened(self, spider):
spider.logger.info('Spider opened: %s' % spider.name)
class SitemapDownloaderMiddleware:
# Not all methods need to be defined. If a method is not defined,
# scrapy acts as if the downloader middleware does not modify the
# passed objects.
UA_list = [
'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/105.0.0.0 Safari/537.36',
'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/105.0.0.0 Safari/537.36 Edg/105.0.1343.33',
'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:104.0) Gecko/20100101 Firefox/104.0'
]
@classmethod
def from_crawler(cls, crawler):
# This method is used by Scrapy to create your spiders.
s = cls()
crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
return s
def process_request(self, request, spider):
# Called for each request that goes through the downloader
# middleware.
# Must either:
# - return None: continue processing this request
# - or return a Response object
# - or return a Request object
# - or raise IgnoreRequest: process_exception() methods of
# installed downloader middleware will be called
request.headers['User-Agent'] = random.choice(self.UA_list)
return None
def process_response(self, request, response, spider):
# Called with the response returned from the downloader.
# Must either;
# - return a Response object
# - return a Request object
# - or raise IgnoreRequest
return response
def process_exception(self, request, exception, spider):
# Called when a download handler or a process_request()
# (from other downloader middleware) raises an exception.
# Must either:
# - return None: continue processing this exception
# - return a Response object: stops process_exception() chain
# - return a Request object: stops process_exception() chain
pass
def spider_opened(self, spider):
spider.logger.info('Spider opened: %s' % spider.name)
pipelines.py如下:
# Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html
# useful for handling different item types with a single interface
from itemadapter import ItemAdapter
import os
class SitemapPipeline:
def open_spider(self, spider):
file_name = 'urls.txt'
abs_file_path = os.path.join(os.getcwd(), file_name)
self.fp = open(abs_file_path, 'a', encoding='utf-8')
def process_item(self, item, spider):
url = item['url']
self.fp.write(url + '\n')
return item
def close_spider(self, spider):
self.fp.close()
settings.py如下:
# Scrapy settings for sitemap project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
# https://docs.scrapy.org/en/latest/topics/settings.html
# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
LOG_LEVEL = 'ERROR'
BOT_NAME = 'sitemap'
SPIDER_MODULES = ['sitemap.spiders']
NEWSPIDER_MODULE = 'sitemap.spiders'
# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'sitemap (+http://www.yourdomain.com)'
# Obey robots.txt rules
ROBOTSTXT_OBEY = False
# 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://docs.scrapy.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
#DOWNLOAD_DELAY = 3
# 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
# Disable Telnet Console (enabled by default)
#TELNETCONSOLE_ENABLED = False
# Override the default request headers:
#DEFAULT_REQUEST_HEADERS = {
# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
# 'Accept-Language': 'en',
#}
# Enable or disable spider middlewares
# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html
#SPIDER_MIDDLEWARES = {
# 'sitemap.middlewares.SitemapSpiderMiddleware': 543,
#}
# Enable or disable downloader middlewares
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
DOWNLOADER_MIDDLEWARES = {
'sitemap.middlewares.SitemapDownloaderMiddleware': 543,
}
# Enable or disable extensions
# See https://docs.scrapy.org/en/latest/topics/extensions.html
#EXTENSIONS = {
# 'scrapy.extensions.telnet.TelnetConsole': None,
#}
# Configure item pipelines
# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html
ITEM_PIPELINES = {
'sitemap.pipelines.SitemapPipeline': 300,
}
# Enable and configure the AutoThrottle extension (disabled by default)
# See https://docs.scrapy.org/en/latest/topics/autothrottle.html
#AUTOTHROTTLE_ENABLED = True
# The initial download delay
#AUTOTHROTTLE_START_DELAY = 5
# The maximum download delay to be set in case of high latencies
#AUTOTHROTTLE_MAX_DELAY = 60
# The average number of requests Scrapy should be sending in parallel to
# each remote server
#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
# Enable showing throttling stats for every response received:
#AUTOTHROTTLE_DEBUG = False
# Enable and configure HTTP caching (disabled by default)
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
#HTTPCACHE_ENABLED = True
#HTTPCACHE_EXPIRATION_SECS = 0
#HTTPCACHE_DIR = 'httpcache'
#HTTPCACHE_IGNORE_HTTP_CODES = []
#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'
最后是sitemap_mysite.py:
import scrapy, re
from sitemap.items import SitemapItem
class SitemapMysiteSpider(scrapy.Spider):
name = 'sitemap_mysite'
#allowed_domains = ['example.com']
start_urls = ['https://lisper517.top/']
def parse(self, response):
print(response.url)
item = SitemapItem()
item['url'] = response.url
yield item
other_urls = re.findall(r'"https://lisper517.top/.+?"', response.text)
other_urls = [other_urls[i][1:-1] for i in range(len(other_urls))]
for other_url in other_urls:
if not other_url.startswith('https://lisper517.top/resources'):
yield scrapy.Request(url=other_url, callback=self.parse)
可自行把笔者的网址更改为自己的站点。
在cmd中,使用 scrapy crawl sitemap_mysite
运行这个爬虫,在当前目录下会生成 urls.txt 文件,可以在这里查看自己的网站上有哪些站点。根据这份文件,生成自己的sitemap.xml和robots.txt,放到网站的根目录下即可。