Java实现的基于模板的网页结构化信息精准抽取组件：HtmlExtractor

Java实现的基于模板的网页结构化信息精准抽取组件：HtmlExtractor

Java  /  管理员 发布于 2021-04-30 16:25:41   14

HtmlExtractor是一个Java实现的基于模板的网页结构化信息精准抽取组件，本身并不包含爬虫功能，但可被爬虫或其他程序调用以便更精准地对网页结构化信息进行抽取。

 

HtmlExtractor是为大规模分布式环境设计的，采用主从架构，主节点负责维护抽取规则，从节点向主节点请求抽取规则，当抽取规则发生变化，主节点主动通知从节点，从而能实现抽取规则变化之后的实时动态生效。

如何使用？

HtmlExtractor由2个子项目构成，html-extractor和html-extractor-web。html-extractor实现了数据抽取逻辑，是从节点，html-extractor-web提供web界面来维护抽取规则，是主节点。html-extractor是一个jar包，可通过maven引用：

<dependency>    <groupId>org.apdplat</groupId>    <artifactId>html-extractor</artifactId>    <version>1.0</version></dependency>

  html-extractor-web是一个war包，需要部署到Servlet/Jsp容器上。 

单机集中式使用方法：

//1、构造抽取规则List<UrlPattern> urlPatterns = new ArrayList<>();//1.1、构造URL模式UrlPattern urlPattern = new UrlPattern();urlPattern.setUrlPattern("http://money.163.com/\\d{2}/\\d{4}/\\d{2}/[0-9A-Z]{16}.html");//1.2、构造HTML模板HtmlTemplate htmlTemplate = new HtmlTemplate();htmlTemplate.setTemplateName("网易财经频道");htmlTemplate.setTableName("finance");//1.3、将URL模式和HTML模板建立关联urlPattern.addHtmlTemplate(htmlTemplate);//1.4、构造CSS路径CssPath cssPath = new CssPath();cssPath.setCssPath("h1");cssPath.setFieldName("title");cssPath.setFieldDescription("标题");//1.5、将CSS路径和模板建立关联htmlTemplate.addCssPath(cssPath);//1.6、构造CSS路径cssPath = new CssPath();cssPath.setCssPath("div#endText");cssPath.setFieldName("content");cssPath.setFieldDescription("正文");//1.7、将CSS路径和模板建立关联htmlTemplate.addCssPath(cssPath);//可象上面那样构造多个URLURL模式urlPatterns.add(urlPattern);//2、获取抽取规则对象ExtractRegular extractRegular = ExtractRegular.getInstance(urlPatterns);//注意：可通过如下3个方法动态地改变抽取规则//extractRegular.addUrlPatterns(urlPatterns);//extractRegular.addUrlPattern(urlPattern);//extractRegular.removeUrlPattern(urlPattern.getUrlPattern());//3、获取HTML抽取工具HtmlExtractor htmlExtractor = HtmlExtractor.getInstance(extractRegular);//4、抽取网页String url = "http://money.163.com/08/1219/16/4THR2TMP002533QK.html";List<ExtractResult> extractResults = htmlExtractor.extract(url, "gb2312");//5、输出结果int i = 1;for (ExtractResult extractResult : extractResults) {    System.out.println((i++) + "、网页 " + extractResult.getUrl() + " 的抽取结果");    for(ExtractResultItem extractResultItem : extractResult.getExtractResultItems()){        System.out.print("\t"+extractResultItem.getField()+" = "+extractResultItem.getValue());                  }    System.out.println("\tdescription = "+extractResult.getDescription());    System.out.println("\tkeywords = "+extractResult.getKeywords());}

 

多机分布式使用方法：

1、运行主节点，负责维护抽取规则：  将子项目html-extractor-web打成War包然后部署到Tomcat。2、获取一个HtmlExtractor的实例（从节点），示例代码如下：

String allExtractRegularUrl = "http://localhost:8080/HtmlExtractorServer/api/all_extract_regular.jsp";String redisHost = "localhost";int redisPort = 6379;HtmlExtractor htmlExtractor = HtmlExtractor.getInstance(allExtractRegularUrl, redisHost, redisPort);

3、抽取信息，示例代码如下：

String url = "http://money.163.com/08/1219/16/4THR2TMP002533QK.html";List<ExtractResult> extractResults = htmlExtractor.extract(url, "gb2312");int i = 1;for (ExtractResult extractResult : extractResults) {    System.out.println((i++) + "、网页 " + extractResult.getUrl() + " 的抽取结果");    for(ExtractResultItem extractResultItem : extractResult.getExtractResultItems()){        System.out.print("\t"+extractResultItem.getField()+" = "+extractResultItem.getValue());                  }    System.out.println("\tdescription = "+extractResult.getDescription());    System.out.println("\tkeywords = "+extractResult.getKeywords());}