scrapy爬虫实例
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2022-05-06 18:48:09
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一、爬取电影信息
http://www.imdb.cn/nowplaying/{num} #页面规则
http://www.imdb.cn/title/tt{num} #某部电影信息
获取电影url和title
新建项目
scrapy startproject imdb
修改items.py
# -*- coding: utf-8 -*-
# Define here the models for your scraped items
#
# See documentation in:
# http://doc.scrapy.org/en/latest/topics/items.html
import scrapy
class ImdbItem(Item):
# define the fields for your item here like:
# name = scrapy.Field()
#url = scrapy.Field() #url
#title = scrapy.Field() #影片名
video_title = Field()
video_rating = Field()
video_name = Field()
video_alias = Field()
video_director = Field()
video_actor = Field()
video_length = Field()
video_language = Field()
video_year = Field()
video_type = Field()
video_color = Field()
video_area = Field()
video_voice = Field()
video_summary = Field()
video_url = Field()在spiders目录下新建爬虫文件moive.py
# -*- coding: utf-8 -*-
from scrapy.spiders import CrawlSpider, Request, Rule
from imdb.items import ImdbItem
from scrapy.linkextractor import LinkExtractor
class ImdbSpider(CrawlSpider):
name = 'imdb'
allowed_domains = ['www.imdb.cn']
rules = (
Rule(LinkExtractor(allow=r"/title/tt\d+$"), callback="parse_imdb", follow=True),
)
def start_requests(self):
for i in range(1, 20):
url = "http://www.imdb.cn/nowplaying/" + str(i)
yield Request(url=url, callback=self.parse)
def parse_imdb(self, response):
item = ImdbItem()
try:
item['video_title'] = "".join(response.xpath('//*[@class="fk-3"]/div[@class="hdd"]/h3/text()').extract())
item['video_rating'] = "".join(
response.xpath('//*[@class="fk-3"]/div[@class="hdd"]/span/i/text()').extract())
content = response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li').extract()
for i in range(0, len(content)):
if "片名" in content[i]:
if i == 0:
item['video_name'] = "".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[1]/a/text()').extract())
if "别名" in content[i]:
if i == 1:
item['video_alias'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[2]/a/text()').extract())
if "导演" in content[i]:
if i == 1:
item['video_director'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[2]/a/text()').extract())
elif i == 2:
item['video_director'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[3]/a/text()').extract())
if "主演" in content[i]:
if i == 2:
item['video_actor'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[3]/a/text()').extract())
if i == 3:
item['video_actor'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[4]/a/text()').extract())
if "上映时间" in content[i]:
if i == 4:
item['video_year'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[5]/a[1]/text()').extract())
a = response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[5]/a').extract()
length = len(a) - 1
try:
item['video_color'] = "".join(
response.xpath(
'//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[5]/a/text()').extract()[length])
except Exception as e:
item['video_color'] = ""
try:
type = "|".join(
response.xpath(
'//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[5]/a/text()').extract()[1:length])
maohao = type.split("：")
if len(maohao) > 0:
item['video_type'] = maohao[0]
else:
item['video_type'] = ""
except Exception as e:
item['video_type'] = ""
if i == 5:
item['video_year'] = "".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a[1]/text()').extract())
a = response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a').extract()
length = len(a) - 1
try:
item['video_color'] = "".join(
response.xpath(
'//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a/text()').extract()[length])
except Exception as e:
item['video_color'] = ""
try:
type = "|".join(
response.xpath(
'//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a/text()').extract()[1:length])
maohao = type.split("：")
if len(maohao) > 0:
item['video_type'] = maohao[0]
else:
item['video_type'] = ""
except Exception as e:
item['video_type'] = ""
if "国家" in content[i]:
if i == 5:
item['video_area'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a[1]/text()').extract())
item['video_voice'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[6]/a[2]/text()').extract())
if i == 6:
item['video_area'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[7]/a[1]/text()').extract())
item['video_voice'] = "|".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[7]/a[2]/text()').extract())
item['video_length'] = "".join(
response.xpath(
'//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[@class="nolink"]/text()').extract()).replace(
" ", "")
item['video_language'] = "".join(
response.xpath('//*[@class="fk-3"]/div[@class="bdd clear"]/ul/li[@class="nolink"]/a/text()').extract())
item['video_summary'] = "".join(
response.xpath(
'//*[@class="fk-4 clear"]/div[@class="bdd clear"]/i/text()').extract()).lstrip().rstrip().replace(
"<br>", "")
item['video_url'] = response.url
yield item
except Exception as error:
log(error)在spiders目录下新建run.py启动文件
vim run.py
# coding:utf-8
from scrapy import cmdline
cmdline.execute("scrapy crawl imdb".split())
二、有限深度爬取
新建项目
scrapy startproject douban
scrapy中，我们在settings.py设置深度使用DEPTH_LIMIT，例如：DEPTH_LIMIT = 5，该深度是相对于初始请求url的深度
修改settings.py
DEPTH_LIMIT = 4
#豆瓣有反爬虫机制，因此设置延时DOWNLOAD_DELAY
DOWNLOAD_DELAY = 2
USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.95 Safari/537.36' #设置代理
items.py
from scrapy import Item, Field
# 音乐
class MusicItem(Item):
music_name = Field()
music_alias = Field()
music_singer = Field()
music_time = Field()
music_rating = Field()
music_votes = Field()
music_tags = Field()
music_url = Field()
class MusicReviewItem(Item):
review_title = Field()
review_content = Field()
review_author = Field()
review_music = Field()
review_time = Field()
review_url = Field()爬虫文件music.py
# --*-- coding: utf-8 --*--
from scrapy.spiders import CrawlSpider, Rule
from scrapy.linkextractors import LinkExtractor
from douban.items import MusicItem, MusicReviewItem
from scrapy import log
class ReviewSpider(CrawlSpider):
name = 'review'
allowed_domains = ['music.douban.com']
start_urls = ['https://music.douban.com/subject/1406522/']
rules = (
Rule(LinkExtractor(allow=r"/subject/\d+/reviews$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews\?sort=time$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews\?sort=time\&start=\d+$")),
Rule(LinkExtractor(allow=r"/review/\d+/$"), callback="parse_review", follow=True),
)
def parse_review(self,response):
try:
item = MusicReviewItem()
item['review_title'] = "".join(response.xpath('//*[@property="v:summary"]/text()').extract())
content = "".join(
response.xpath('//*[@id="link-report"]/div[@property="v:description"]/text()').extract()
)
item['review_content'] = content.lstrip().rstrip().replace('\n'," ")
item['review_author'] = "".join(response.xpath('//*[@property="v:reviewer"]/text()').extract())
item['review_music'] = "".join(response.xpath('//*[@class="main-hd"]/a[2]/text()').extract())
item['review_time'] = "".join(response.xpath('//*[@class="main-hd"]/p/text()').extract())
item['review_url'] = response.url
yield item
except Exception as error:
log(error)启动命令文件run.py
# --*-- coding: utf-8 --*--
from scrapy import cmdline
cmdline.execute("scrapy crawl review -o review.json".split())-o 参数导出结果到review.json文件
多个爬虫组合
我们现在有这么个需求，既要爬取音乐详情又要爬取乐评，既要爬取电影详情又要爬取影评，这个要怎么搞，难道是每一个需求就要创建一个项目么，如果按这种方式，我们就要创建四个项目，分别来爬取音乐、乐评、电影、影评，显然这么做的话，代码不仅有很多重合的部分，而且还不容易维护爬虫
新建项目
scrapy startproject multi
修改settings.py
USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.95 Safari/537.36'
DOWNLOAD_DELAY = 2
修改items.py
from scrapy import Item, Field
# 音乐
class MusicItem(Item):
music_name = Field()
music_alias = Field()
music_singer = Field()
music_time = Field()
music_rating = Field()
music_votes = Field()
music_tags = Field()
music_url = Field()
# 乐评
class MusicReviewItem(Item):
review_title = Field()
review_content = Field()
review_author = Field()
review_music = Field()
review_time = Field()
review_url = Field()
# 电影
class VideoItem(Item):
video_name = Field()
video_alias = Field()
video_actor = Field()
video_year = Field()
video_time = Field()
video_rating = Field()
video_votes = Field()
video_tags = Field()
video_url = Field()
video_director = Field()
video_type = Field()
video_bigtype = Field()
video_area = Field()
video_language = Field()
video_length = Field()
video_writer = Field()
video_desc = Field()
video_episodes = Field()
# 影评
class VideoReviewItem(Item):
review_title = Field()
review_content = Field()
review_author = Field()
review_video = Field()
review_time = Field()
review_url = Field()
spiders目录下新建两个爬虫文件
videospider.py
# --*-- coding: utf-8 --*--
from scrapy.spiders import CrawlSpider, Rule
from scrapy.linkextractors import LinkExtractor
from multi.items import VideoItem, VideoReviewItem
from scrapy import log
import re
AREA = re.compile(r"制片国家/地区:</span> (.+?)<br>")
ALIAS = re.compile(r"又名:</span> (.+?)<br>")
LANGUAGE = re.compile(r"语言:</span> (.+?)<br>")
EPISODES = re.compile(r"集数:</span> (.+?)<br>")
LENGTH = re.compile(r"单集片长:</span> (.+?)<br>")
class VideoSpider(CrawlSpider):
name = 'video'
allowed_domains = ['movie.douban.com']
start_urls = [
'https://movie.douban.com/tag/',
'https://movie.douban.com/tag/?view=cloud'
]
rules = (Rule(LinkExtractor(allow=r"/tag/((\d+)|([\u4e00-\u9fa5]+)|(\w+))$")),
Rule(LinkExtractor(allow=r"/tag/((\d+)|([\u4e00-\u9fa5]+)|(\w+))\?start=\d+\&type=T$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews\?start=\d+$")),
Rule(LinkExtractor(allow=r"/subject/\d+/$"), callback="parse_video", follow=True),
Rule(LinkExtractor(allow=r"/review/\d+/$"), callback="parse_review", follow=True),
)
def parse_video(self, response):
item = VideoItem()
try:
item["video_url"] = response.url
item["video_name"] = ''.join(
response.xpath('//*[@id="content"]/h1/span[@property="v:itemreviewed"]/text()').extract()
)
try:
item["video_year"] = ''.join(
response.xpath('//*[@id="content"]/h1/span[@class="year"]/text()').extract()).replace(
"(", "").replace(")", ""
)
except Exception as e:
print('Exception:', e)
item['video_year'] = ''
introduction = response.xpath('//*[@id="link-report"]/span[@property="v:summary"]/text()').extract()
if introduction:
item["video_desc"] = ''.join(introduction).strip().replace("\r\n", " ")
else:
item["video_desc"] = ''.join(
response.xpath('//*[@id="link-report"]/span/text()').extract()).strip().replace("\r\n", " ")
item["video_director"] = "|".join(
response.xpath('//*[@id="info"]/span/span/a[@rel="v:directedBy"]/text()').extract())
item["video_writer"] = "|".join(
response.xpath('//*[@id="info"]/span[2]/span[2]/a/text()').extract())
item["video_actor"] = "|".join(response.xpath("//a[@rel='v:starring']/text()").extract())
item["video_type"] = "|".join(response.xpath('//*[@id="info"]/span[@property="v:genre"]/text()').extract())
S = "".join(response.xpath("//div[@id='info']").extract())
M = AREA.search(S)
if M is not None:
item["video_area"] = "|".join([area.strip() for area in M.group(1).split("/")])
else:
item['video_area'] = ''
A = "".join(response.xpath("//div[@id='info']").extract())
AL = ALIAS.search(A)
if AL is not None:
item["video_alias"] = "|".join([alias.strip() for alias in AL.group(1).split("/")])
else:
item["video_alias"] = ""
video_info = "".join(response.xpath("//div[@id='info']").extract())
language = LANGUAGE.search(video_info)
episodes = EPISODES.search(video_info)
length = LENGTH.search(video_info)
if language is not None:
item["video_language"] = "|".join([language.strip() for language in language.group(1).split("/")])
else:
item['video_language'] = ''
if length is not None:
item["video_length"] = "|".join([runtime.strip() for runtime in length.group(1).split("/")])
else:
item["video_length"] = "".join(
response.xpath('//*[@id="info"]/span[@property="v:runtime"]/text()').extract())
item['video_time'] = "/".join(
response.xpath('//*[@id="info"]/span[@property="v:initialReleaseDate"]/text()').extract())
if episodes is not None:
item['video_bigtype'] = "电视剧"
item["video_episodes"] = "|".join([episodes.strip() for episodes in episodes.group(1).split("/")])
else:
item['video_bigtype'] = "电影"
item['video_episodes'] = ''
item['video_tags'] = "|".join(
response.xpath('//*[@class="tags"]/div[@class="tags-body"]/a/text()').extract())
try:
item['video_rating'] = "".join(response.xpath(
'//*[@class="rating_self clearfix"]/strong/text()').extract())
item['video_votes'] = "".join(response.xpath(
'//*[@class="rating_self clearfix"]/div/div[@class="rating_sum"]/a/span/text()').extract())
except Exception as error:
item['video_rating'] = '0'
item['video_votes'] = '0'
log(error)
yield item
except Exception as error:
log(error)
def parse_review(self, response):
try:
item = VideoReviewItem()
item['review_title'] = "".join(response.xpath('//*[@property="v:summary"]/text()').extract())
content = "".join(
response.xpath('//*[@id="link-report"]/div[@property="v:description"]/text()').extract())
item['review_content'] = content.lstrip().rstrip().replace("\n", " ")
item['review_author'] = "".join(response.xpath('//*[@property = "v:reviewer"]/text()').extract())
item['review_video'] = "".join(response.xpath('//*[@class="main-hd"]/a[2]/text()').extract())
item['review_time'] = "".join(response.xpath('//*[@class="main-hd"]/p/text()').extract())
item['review_url'] = response.url
yield item
except Exception as error:
log(error)
新建musicspider.py
# --*-- coding: utf-8 --*--
from scrapy.spiders import CrawlSpider, Rule
from scrapy.linkextractors import LinkExtractor
from multi.items import MusicItem, MusicReviewItem
from scrapy import log
import re
class MusicSpider(CrawlSpider):
name = "music"
allowed_domains = ['music.douban.com']
start_urls = [
'https://music.douban.com/tag/',
'https://music.douban.com/tag/?view=cloud'
]
rules = (Rule(LinkExtractor(allow=r"/tag/((\d+)|([\u4e00-\u9fa5]+)|(\w+))$")),
Rule(LinkExtractor(allow=r"/tag/((\d+)|([\u4e00-\u9fa5]+)|(\w+))\?start=\d+\&type=T$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews\?sort=time$")),
Rule(LinkExtractor(allow=r"/subject/\d+/reviews\?sort=time\&start=\d+$")),
Rule(LinkExtractor(allow=r"/subject/\d+/$"), callback="parse_music", follow=True),
Rule(LinkExtractor(allow=r"/review/\d+/$"), callback="parse_review", follow=True),
)
def parse_music(self,response):
item = MusicItem()
try:
item['music_name'] = response.xpath('//*[@id="wrapper"]/h1/span/text()').extract()[0]
content = "".join(response.xpath('//*[@id="info"]').extract())
info = response.xpath('//*[@id="info"]/span').extract()
item['music_alias'] = ""
item['music_singer'] = ""
item['music_time'] = ""
for i in range(0, len(info)):
if "又名" in info[i]:
if i == 0:
item['music_alias'] = response.xpath('//*[@id="info"]/text()').extract()[1].replace("\xa0", "").replace("\n", "").rstrip()
elif i == 1:
item['music_alias'] = response.xpath('//*[@id="info"]/text()').extract()[2].replace("\xa0", "").replace("\n", "").rstrip()
elif i == 2:
item['music_alias'] = response.xpath('//*[@id="info"]/text()').extract()[3].replace("\xa0", "").replace("\n", "").rstrip()
else:
item['music_alias'] = ""
if "表演者" in info[i]:
if i == 0:
item['music_singer'] = "|".join(response.xpath('//*[@id="info"]/span[1]/span/a/text()').extract())
elif i == 1:
item['music_singer'] = "|".join(
response.xpath('//*[@id="info"]/span[2]/span/a/text()').extract())
elif i == 2:
item['music_singer'] = "|".join(
response.xpath('//*[@id="info"]/span[3]/span/a/text()').extract())
else:
item['music_singer'] = ""
if "发行时间" in info[i]:
nbsp = re.findall(r"<span class=\"pl\">发行时间:</span>(.*?)<br>", content, re.S)
item['music_time'] = "".join(nbsp).replace("\xa0", "").replace("\n", "").replace(" ", "")
try:
item['music_rating'] = "".join(response.xpath('//*[@class="rating_self clearfix"]/strong/text()').extract())
item['music_votes'] = "".join(response.xpath('//*[@class="rating_self clearfix"]/div/div[@class="rating_sum"]/a/span/text()').extract())
except Exception as error:
item['music_rating'] = '0'
item['music_votes'] = '0'
log(error)
item['music_tags'] = "|".join(response.xpath('//*[@id="db-tags-section"]/div/a/text()').extract())
item['music_url'] = response.url
yield item
except Exception as error:
log(error)
def parse_review(self, response):
try:
item = MusicReviewItem()
item['review_title'] = "".join(response.xpath('//*[@property="v:summary"]/text()').extract())
content = "".join(
response.xpath('//*[@id="link-report"]/div[@property="v:description"]/text()').extract()
)
item['review_content'] = content.lstrip().rstrip().replace("\n", " ")
item['review_author'] = "".join(response.xpath('//*[@property = "v:reviewer"]/text()').extract())
item['review_music'] = "".join(response.xpath('//*[@class="main-hd"]/a[2]/text()').extract())
item['review_time'] = "".join(response.xpath('//*[@class="main-hd"]/p/text()').extract())
item['review_url'] = response.url
yield item
except Exception as error:
log(error)
新建启动文件run.py
# --*-- coding: utf-8 --*--
from scrapy import cmdline
cmdline.execute("scrapy crawl music".split())
cmdline.execute("scrapy crawl video".split())转载于:https://blog.51cto.com/haoyonghui/2061715
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