springboot+WebMagic+MyBatis爬虫框架的使用

本文是对spring boot+WebMagic+MyBatis做了整合,使用WebMagic爬取数据,然后通过MyBatis持久化爬取的数据到mysql数据库。具有一定的参考价值,感兴趣的可以了解一下

WebMagic是一个开源的java爬虫框架。WebMagic框架的使用并不是本文的重点,具体如何使用请参考官方文档:http://webmagic.io/docs/

本文是对spring boot+WebMagic+MyBatis做了整合,使用WebMagic爬取数据,然后通过MyBatis持久化爬取的数据到mysql数据库。本文提供的源代码可以作为java爬虫项目的脚手架。

1.添加maven依赖

   4.0.0hyzxqbasic-crawler1.0.0 org.springframework.bootspring-boot-starter-parent1.5.21.RELEASE UTF-8true1.83.8.13.1.05.1.471.1.171.3.41.2.583.92.10.20.7.3  org.springframework.bootspring-boot-devtoolsruntimetrue org.springframework.bootspring-boot-starter-testtest org.springframework.bootspring-boot-configuration-processortrue mysqlmysql-connector-java${mysql.connector.version} com.alibabadruid-spring-boot-starter${druid.spring.boot.starter.version} org.mybatis.spring.bootmybatis-spring-boot-starter${mybatis.spring.boot.starter.version} com.alibabafastjson${fastjson.version} org.apache.commonscommons-lang3${commons.lang3.version} joda-timejoda-time${joda.time.version} us.codecraftwebmagic-core${webmagic.core.version}  org.slf4jslf4j-log4j12   org.apache.maven.pluginsmaven-compiler-plugin${maven.compiler.plugin.version} ${java.version}${java.version}${project.build.sourceEncoding} org.apache.maven.pluginsmaven-resources-plugin${maven.resources.plugin.version} ${project.build.sourceEncoding} org.springframework.bootspring-boot-maven-plugin truetrue   repackage  publicaliyun nexushttp://maven.aliyun.com/nexus/content/groups/public/ true  publicaliyun nexushttp://maven.aliyun.com/nexus/content/groups/public/ true false

2.项目配置文件 application.properties

配置mysql数据源,druid数据库连接池以及MyBatis的mapper文件的位置。

 # mysql数据源配置 spring.datasource.name=mysql spring.datasource.type=com.alibaba.druid.pool.DruidDataSource spring.datasource.driver-class-name=com.mysql.jdbc.Driver spring.datasource.url=jdbc:mysql://192.168.0.63:3306/gjhzjl?useUnicode=true&characterEncoding=utf8&useSSL=false&allowMultiQueries=true spring.datasource.username=root spring.datasource.password=root # druid数据库连接池配置 spring.datasource.druid.initial-size=5 spring.datasource.druid.min-idle=5 spring.datasource.druid.max-active=10 spring.datasource.druid.max-wait=60000 spring.datasource.druid.validation-query=SELECT 1 FROM DUAL spring.datasource.druid.test-on-borrow=false spring.datasource.druid.test-on-return=false spring.datasource.druid.test-while-idle=true spring.datasource.druid.time-between-eviction-runs-millis=60000 spring.datasource.druid.min-evictable-idle-time-millis=300000 spring.datasource.druid.max-evictable-idle-time-millis=600000 # mybatis配置 mybatis.mapperLocations=classpath:mapper/**/*.xml

3.数据库表结构

 CREATE TABLE `cms_content` ( `contentId` varchar(40) NOT NULL COMMENT '内容ID', `title` varchar(150) NOT NULL COMMENT '标题', `content` longtext COMMENT '文章内容', `releaseDate` datetime NOT NULL COMMENT '发布日期', PRIMARY KEY (`contentId`) ) ENGINE=InnoDB DEFAULT CHARSET=utf8 COMMENT='CMS内容表'; 

4.实体类

 import java.util.Date; public class CmsContentPO { private String contentId; private String title; private String content; private Date releaseDate; public String getContentId() { return contentId; } public void setContentId(String contentId) { this.contentId = contentId; } public String getTitle() { return title; } public void setTitle(String title) { this.title = title; } public String getContent() { return content; } public void setContent(String content) { this.content = content; } public Date getReleaseDate() { return releaseDate; } public void setReleaseDate(Date releaseDate) { this.releaseDate = releaseDate; } } 

5.mapper接口

 public interface CrawlerMapper { int addCmsContent(CmsContentPO record); } 

6.CrawlerMapper.xml文件

    insert into cms_content (contentId, title, releaseDate, content) values (#{contentId,jdbcType=VARCHAR}, #{title,jdbcType=VARCHAR}, #{releaseDate,jdbcType=TIMESTAMP}, #{content,jdbcType=LONGVARCHAR}) 

7.知乎页面内容处理类ZhihuPageProcessor

主要用于解析爬取到的知乎html页面。

 @Component public class ZhihuPageProcessor implements PageProcessor { private Site site = Site.me().setRetryTimes(3).setSleepTime(1000); @Override public void process(Page page) { page.addTargetRequests(page.getHtml().links().regex("https://www\\.zhihu\\.com/question/\\d+/answer/\\d+.*").all()); page.putField("title", page.getHtml().xpath("//h1[@class='QuestionHeader-title']/text()").toString()); page.putField("answer", page.getHtml().xpath("//div[@class='QuestionAnswer-content']/tidyText()").toString()); if (page.getResultItems().get("title") == null) { // 如果是列表页,跳过此页,pipeline不进行后续处理 page.setSkip(true); } } @Override public Site getSite() { return site; } }

8.知乎数据处理类ZhihuPipeline

主要用于将知乎html页面解析出的数据存储到mysql数据库。

 @Component public class ZhihuPipeline implements Pipeline { private static final Logger LOGGER = LoggerFactory.getLogger(ZhihuPipeline.class); @Autowired private CrawlerMapper crawlerMapper; public void process(ResultItems resultItems, Task task) { String title = resultItems.get("title"); String answer = resultItems.get("answer"); CmsContentPO contentPO = new CmsContentPO(); contentPO.setContentId(UUID.randomUUID().toString()); contentPO.setTitle(title); contentPO.setReleaseDate(new Date()); contentPO.setContent(answer); try { boolean success = crawlerMapper.addCmsContent(contentPO) > 0; LOGGER.info("保存知乎文章成功:{}", title); } catch (Exception ex) { LOGGER.error("保存知乎文章失败", ex); } } }

9.知乎爬虫任务类ZhihuTask

每十分钟启动一次爬虫。

 @Component public class ZhihuTask { private static final Logger LOGGER = LoggerFactory.getLogger(ZhihuPipeline.class); @Autowired private ZhihuPipeline zhihuPipeline; @Autowired private ZhihuPageProcessor zhihuPageProcessor; private ScheduledExecutorService timer = Executors.newSingleThreadScheduledExecutor(); public void crawl() { // 定时任务,每10分钟爬取一次 timer.scheduleWithFixedDelay(() -> { Thread.currentThread().setName("zhihuCrawlerThread"); try { Spider.create(zhihuPageProcessor) // 从https://www.zhihu.com/explore开始抓 .addUrl("https://www.zhihu.com/explore") // 抓取到的数据存数据库 .addPipeline(zhihuPipeline) // 开启2个线程抓取 .thread(2) // 异步启动爬虫 .start(); } catch (Exception ex) { LOGGER.error("定时抓取知乎数据线程执行异常", ex); } }, 0, 10, TimeUnit.MINUTES); } }

10.Spring boot程序启动类

 @SpringBootApplication @MapperScan(basePackages = "com.hyzx.qbasic.dao") public class Application implements CommandLineRunner { @Autowired private ZhihuTask zhihuTask; public static void main(String[] args) throws IOException { SpringApplication.run(Application.class, args); } @Override public void run(String... strings) throws Exception { // 爬取知乎数据 zhihuTask.crawl(); } }

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