Scrapy项目 - 源码工程 - 实现豆瓣 Top250 电影信息爬取的爬虫设计
2024-10-21 10:01:44
一、项目目录结构
spiders文件夹内包含doubanSpider.py文件,对于项目的构建以及结构逻辑,详见环境搭建篇。
二、项目源码
1.doubanSpider.py
# -*- coding: utf-8 -*-
import scrapy
from douban.items import DoubanItem #创建爬虫类
class DoubanspiderSpider(scrapy.Spider):
name = 'doubanSpider' #爬虫名字
allowed_domains = ['movie.douban.com'] #容许爬虫的作用范围
#定义开始的URL
offset=0
url='https://movie.douban.com/top250?start=' start_urls = [url+str(offset)] #爬虫开始的URL def parse(self, response):
#with open("douban.html","w",encoding="utf-8") as f:
#f.write(str(response.body,encoding="utf-8"))
#继承
item=DoubanItem()
#根节点
movies=response.xpath("//div[@class='info']") for each in movies:
#标题
item['title']=each.xpath(".//span[@class='title'][1]/text()").extract()[0]
#信息
#item['info'] = each.xpath(".//div[@class='bd']/p[@class='']/text()[2]").extract()[0]
item['info'] = each.xpath(".//div[@class='bd']/p[normalize-space(@class)='']/text()[2]").extract()[0] # xinxi
#item['info2'] = each.xpath(".//div[@class='bd']/p[@class='']/text()[2]").extract()[0]
# 评分
item['star'] = each.xpath(".//div[@class='bd']/div[@class='star']/span[@class='rating_num']/text()").extract()[0]
# 简介
quote = each.xpath(".//div[@class='bd']/p[@class='quote']/span/text()").extract() #异常处理
if len(quote)!=0:
item['quote']=quote[0] print(item)
yield item
if self.offset < 255:
self.offset += 25
# 每次处理完一页之后,重新发送下一页请求
# self offset 自增25,同时拼接为新的URL并调用回调函数,self parse 处理response
yield scrapy.Request(self.url + str(self.offset),callback=self.parse) # 通过scrapy 的xpath匹配所有老师的根节点列表集合
#teacher_list = response.xpath("//div[@class='teacher-text']") # 所有列表集合
#teacherItem = [] # 遍历根节点的集合
#for each in teacher_list:
# Item对象来保存数据
#item = GecspiderItem() # 不加extract() 结果为xpath匹配对象
#name = each.xpath('./h4/text()').extract()
# 职位
#title = each.xpath('./h6/text()').extract()
# 个人简介
#info = each.xpath('./p/text()').extract()
#item['name'] = name[0]
#item['title'] = title[0]
#item['info'] = info[0]
# 上一次运行位置暂停继续运行,病返回
# yield item #teacherItem.append(item) # print(name[0])
# print(title[0])
# print(info[0])
#return teacherItem
2.items.py
# -*- coding: utf-8 -*- # Define here the models for your scraped items
#
# See documentation in:
# https://doc.scrapy.org/en/latest/topics/items.html import scrapy class DoubanItem(scrapy.Item):
# define the fields for your item here like:
# name = scrapy.Field()
#标题
title = scrapy.Field()
#信息
info = scrapy.Field()
#评分
star = scrapy.Field()
#简介 quote = scrapy.Field() pingjia = scrapy.Field()
3.main.py
from scrapy import cmdline
#
cmdline.execute("scrapy crawl doubanSpider ".split())
4.pipelines.py
# -*- coding: utf-8 -*- # Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: https://doc.scrapy.org/en/latest/topics/item-pipeline.html
import json
from openpyxl import Workbook
class DoubanPipeline(object):
wb = Workbook()
ws = wb.active
# 设置表头
ws.append(['标题','评分','信息','简介']) def process_item(self, item, spider):
# 添加数据
line = [item['title'],item['star'],item['info'],item['quote']]
self.ws.append(line) # 按行添加
self.wb.save('douban.xlsx')
return item
5.settings.py
# -*- coding: utf-8 -*- # Scrapy settings for douban project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
# https://doc.scrapy.org/en/latest/topics/settings.html
# https://doc.scrapy.org/en/latest/topics/downloader-middleware.html
# https://doc.scrapy.org/en/latest/topics/spider-middleware.html BOT_NAME = 'douban' SPIDER_MODULES = ['douban.spiders']
NEWSPIDER_MODULE = 'douban.spiders' # Crawl responsibly by identifying yourself (and your website) on the user-agent
USER_AGENT = 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/71.0.3578.98 Safari/537.36' # Obey robots.txt rules
#ROBOTSTXT_OBEY = True # 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 = 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://doc.scrapy.org/en/latest/topics/spider-middleware.html
#SPIDER_MIDDLEWARES = {
# 'douban.middlewares.DoubanSpiderMiddleware': 543,
#} # Enable or disable downloader middlewares
# See https://doc.scrapy.org/en/latest/topics/downloader-middleware.html
#DOWNLOADER_MIDDLEWARES = {
# 'douban.middlewares.DoubanDownloaderMiddleware': 543,
#} # Enable or disable extensions
# See https://doc.scrapy.org/en/latest/topics/extensions.html
#EXTENSIONS = {
# 'scrapy.extensions.telnet.TelnetConsole': None,
#} # Configure item pipelines
# See https://doc.scrapy.org/en/latest/topics/item-pipeline.html
ITEM_PIPELINES = {
'douban.pipelines.DoubanPipeline': 300,
} # Enable and configure the AutoThrottle extension (disabled by default)
# See https://doc.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://doc.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'
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