爬虫框架webmagic与spring boot的结合使用
1. 爬虫框架webmagic
WebMagic是一个简单灵活的爬虫框架。基于WebMagic,你可以快速开发出一个高效、易维护的爬虫。
1.1 官网地址
官网文档写的比较清楚,建议大家直接阅读官方文档,也可以阅读下面的内容。地址如下:
中文文档地址: http://webmagic.io/docs/zh/
English: http://webmagic.io/docs/en
2. webmagic与spring boot框架集成
spring boot
与webmagic
的结合主要有三个模块,分别为爬取模块Processor
,入库模块Pipeline
,向数据库存入爬取数据,和定时任务模块Scheduled
,复制定时爬取网站数据。
2.1 maven添加
<dependency>
<groupId>us.codecraft</groupId>
<artifactId>webmagic-core</artifactId>
<version>0.5.3</version>
</dependency>
<dependency>
<groupId>us.codecraft</groupId>
<artifactId>webmagic-extension</artifactId>
<version>0.5.3</version>
</dependency>
2.2 爬取模块Processor
爬取简书首页Processor,分析简书首页的页面数据,获取响应的简书链接和标题,放入wegmagic的Page中,到入库模块取出添加到数据库。代码如下:
package com.shang.spray.common.processor;
import com.shang.spray.entity.News;
import com.shang.spray.entity.Sources;
import com.shang.spray.pipeline.NewsPipeline;
import us.codecraft.webmagic.Page;
import us.codecraft.webmagic.Site;
import us.codecraft.webmagic.Spider;
import us.codecraft.webmagic.processor.PageProcessor;
import us.codecraft.webmagic.selector.Selectable;
import java.util.List;
/**
* info:简书首页爬虫
* Created by shang on 16/9/9.
*/
public class JianShuProcessor implements PageProcessor {
private Site site = Site.me()
.setDomain("jianshu.com")
.setSleepTime(100)
.setUserAgent("Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36");
;
public static final String list = "http://www.jianshu.com";
@Override
public void process(Page page) {
if (page.getUrl().regex(list).match()) {
List<Selectable> list=page.getHtml().xpath("//ul[@class='article-list thumbnails']/li").nodes();
for (Selectable s : list) {
String title=s.xpath("//div/h4/a/text()").toString();
String link=s.xpath("//div/h4").links().toString();
News news=new News();
news.setTitle(title);
news.setInfo(title);
news.setLink(link);
news.setSources(new Sources(5));
page.putField("news"+title, news);
}
}
}
@Override
public Site getSite() {
return site;
}
public static void main(String[] args) {
Spider spider=Spider.create(new JianShuProcessor());
spider.addUrl("http://www.jianshu.com");
spider.addPipeline(new NewsPipeline());
spider.thread(5);
spider.setExitWhenComplete(true);
spider.start();
}
}
2.3 入库模块Pipeline
入库模块结合spring boot的Repository模块一起组合成入库方法,继承webmagic的Pipeline,然后实现方法,在process方法中获取爬虫模块的数据,然后调用spring boot的save方法。代码如下:
package com.shang.spray.pipeline;
import com.shang.spray.entity.News;
import com.shang.spray.entity.Sources;
import com.shang.spray.repository.NewsRepository;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.jpa.domain.Specification;
import org.springframework.stereotype.Repository;
import us.codecraft.webmagic.ResultItems;
import us.codecraft.webmagic.Task;
import us.codecraft.webmagic.pipeline.Pipeline;
import javax.persistence.criteria.CriteriaBuilder;
import javax.persistence.criteria.CriteriaQuery;
import javax.persistence.criteria.Predicate;
import javax.persistence.criteria.Root;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.Map;
/**
* info:新闻
* Created by shang on 16/8/22.
*/
@Repository
public class NewsPipeline implements Pipeline {
@Autowired
protected NewsRepository newsRepository;
@Override
public void process(ResultItems resultItems, Task task) {
for (Map.Entry<String, Object> entry : resultItems.getAll().entrySet()) {
if (entry.getKey().contains("news")) {
News news=(News) entry.getValue();
Specification<News> specification=new Specification<News>() {
@Override
public Predicate toPredicate(Root<News> root, CriteriaQuery<?> criteriaQuery, CriteriaBuilder criteriaBuilder) {
return criteriaBuilder.and(criteriaBuilder.equal(root.get("link"),news.getLink()));
}
};
if (newsRepository.findOne(specification) == null) {//检查链接是否已存在
news.setAuthor("水花");
news.setTypeId(1);
news.setSort(1);
news.setStatus(1);
news.setExplicitLink(true);
news.setCreateDate(new Date());
news.setModifyDate(new Date());
newsRepository.save(news);
}
}
}
}
}
2.4 定时任务模块Scheduled
使用spring boot自带的定时任务注解@Scheduled(cron = "0 0 0/2 * * ? ")
,每天从0天开始,每两个小时执行一次爬取任务,在定时任务里调取webmagic的爬取模块Processor
。代码如下:
package com.shang.spray.common.scheduled;
import com.shang.spray.common.processor.DevelopersProcessor;
import com.shang.spray.common.processor.JianShuProcessor;
import com.shang.spray.common.processor.ZhiHuProcessor;
import com.shang.spray.entity.Config;
import com.shang.spray.pipeline.NewsPipeline;
import com.shang.spray.service.ConfigService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.jpa.domain.Specification;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;
import us.codecraft.webmagic.Spider;
import javax.persistence.criteria.CriteriaBuilder;
import javax.persistence.criteria.CriteriaQuery;
import javax.persistence.criteria.Predicate;
import javax.persistence.criteria.Root;
/**
* info:新闻定时任务
* Created by shang on 16/8/22.
*/
@Component
public class NewsScheduled {
@Autowired
private NewsPipeline newsPipeline;
/**
* 简书
*/
@Scheduled(cron = "0 0 0/2 * * ? ")//从0点开始,每2个小时执行一次
public void jianShuScheduled() {
System.out.println("----开始执行简书定时任务");
Spider spider = Spider.create(new JianShuProcessor());
spider.addUrl("http://www.jianshu.com");
spider.addPipeline(newsPipeline);
spider.thread(5);
spider.setExitWhenComplete(true);
spider.start();
spider.stop();
}
}
2.5 spring boot启用定时任务
在spring boot的Application里启用定时任务注解,@EnableScheduling
。代码如下:
package com.shang.spray;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.boot.builder.SpringApplicationBuilder;
import org.springframework.boot.context.web.SpringBootServletInitializer;
import org.springframework.context.annotation.ComponentScan;
import org.springframework.context.annotation.Configuration;
import org.springframework.scheduling.annotation.EnableScheduling;
/**
* info:
* Created by shang on 16/7/8.
*/
@Configuration
@EnableAutoConfiguration
@ComponentScan
@SpringBootApplication
@EnableScheduling
public class SprayApplication extends SpringBootServletInitializer{
@Override
protected SpringApplicationBuilder configure(SpringApplicationBuilder application) {
return application.sources(SprayApplication.class);
}
public static void main(String[] args) throws Exception {
SpringApplication.run(SprayApplication.class, args);
}
}
3. 结束语
使用webmagic是我在水花一现项目中爬取网站数据时使用的的爬虫框架,在综合比较的其他几个爬虫框架后,选择了这个框架,这个框架比较简单易学,且功能强大,我这里只使用了基本的功能,还有许多强大的功能都没有使用。有兴趣的可以去看看官方文档!
有需要代码的可以去我的github上去拉取相关代码,此代码在水花一现项目中使用过。
欢迎大家关注我的水花一现
项目。
水花一现APP下载地址:https://www.pgyer.com/0qj6
微信公众号:水花一现,shuihuayixian
Github:https://github.com/shangjing105
QQ:787019494