HtmlExtractor網(wǎng)頁信息抽取組件
HtmlExtractor是一個Java實現(xiàn)的基于模板的網(wǎng)頁結(jié)構(gòu)化信息精準(zhǔn)抽取組件,本身并不包含爬蟲功能,但可被爬蟲或其他程序調(diào)用以便更精準(zhǔn)地對網(wǎng)頁結(jié)構(gòu)化信息進(jìn)行抽取。
HtmlExtractor是為大規(guī)模分布式環(huán)境設(shè)計的,采用主從架構(gòu),主節(jié)點(diǎn)負(fù)責(zé)維護(hù)抽取規(guī)則,從節(jié)點(diǎn)向主節(jié)點(diǎn)請求抽取規(guī)則,當(dāng)抽取規(guī)則發(fā)生變化,主節(jié)點(diǎn)主動通知從節(jié)點(diǎn),從而能實現(xiàn)抽取規(guī)則變化之后的實時動態(tài)生效。
如何使用?
HtmlExtractor由2個子項目構(gòu)成,html-extractor和html-extractor-web。
html-extractor實現(xiàn)了數(shù)據(jù)抽取邏輯,是從節(jié)點(diǎn),html-extractor-web提供web界面來維護(hù)抽取規(guī)則,是主節(jié)點(diǎn)。
html-extractor是一個jar包,可通過maven引用:
<dependency>
<groupId>org.apdplat</groupId>
<artifactId>html-extractor</artifactId>
<version>1.1</version>
</dependency>
html-extractor-web是一個war包,需要部署到Servlet/Jsp容器上。
在html-extractor-web目錄下運(yùn)行mvn jetty:run就可以啟動Servlet/Jsp容器jetty,之后打開瀏覽器訪問:
http://localhost:8080/html-extractor-web/api/ 查看自己定義的規(guī)則。
注意:頁面模板中定義的所有CSS路徑和抽取表達(dá)式全部抽取成功,才算抽取成功,
只要有一個CSS路徑或抽取表達(dá)式失敗,就是抽取失敗。
單機(jī)集中式使用方法:
//1、構(gòu)造抽取規(guī)則
List<UrlPattern> urlPatterns = new ArrayList<>();
//1.1、構(gòu)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、構(gòu)造HTML模板
HtmlTemplate htmlTemplate = new HtmlTemplate();
htmlTemplate.setTemplateName("網(wǎng)易財經(jīng)頻道");
htmlTemplate.setTableName("finance");
//1.3、將URL模式和HTML模板建立關(guān)聯(lián)
urlPattern.addHtmlTemplate(htmlTemplate);
//1.4、構(gòu)造CSS路徑
CssPath cssPath = new CssPath();
cssPath.setCssPath("h1");
cssPath.setFieldName("title");
cssPath.setFieldDescription("標(biāo)題");
//1.5、將CSS路徑和模板建立關(guān)聯(lián)
htmlTemplate.addCssPath(cssPath);
//1.6、構(gòu)造CSS路徑
cssPath = new CssPath();
cssPath.setCssPath("div#endText");
cssPath.setFieldName("content");
cssPath.setFieldDescription("正文");
//1.7、將CSS路徑和模板建立關(guān)聯(lián)
htmlTemplate.addCssPath(cssPath);
//可象上面那樣構(gòu)造多個URLURL模式
urlPatterns.add(urlPattern);
//2、獲取抽取規(guī)則對象
ExtractRegular extractRegular = ExtractRegular.getInstance(urlPatterns);
//注意:可通過如下3個方法動態(tài)地改變抽取規(guī)則
//extractRegular.addUrlPatterns(urlPatterns);
//extractRegular.addUrlPattern(urlPattern);
//extractRegular.removeUrlPattern(urlPattern.getUrlPattern());
//3、獲取HTML抽取工具
HtmlExtractor htmlExtractor = new DefaultHtmlExtractor(extractRegular);
//4、抽取網(wǎng)頁
String url = "http://money.163.com/08/1219/16/4THR2TMP002533QK.html";
HtmlFetcher htmlFetcher = new JSoupHtmlFetcher();
String html = htmlFetcher.fetch(url);
List<ExtractResult> extractResults = htmlExtractor.extract(url, html);
//5、輸出結(jié)果
int i = 1;
for (ExtractResult extractResult : extractResults) {
System.out.println((i++) + "、網(wǎng)頁 " + extractResult.getUrl() + " 的抽取結(jié)果");
if(!extractResult.isSuccess()){
System.out.println("抽取失?。?);
for(ExtractFailLog extractFailLog : extractResult.getExtractFailLogs()){
System.out.println("\turl:"+extractFailLog.getUrl());
System.out.println("\turlPattern:"+extractFailLog.getUrlPattern());
System.out.println("\ttemplateName:"+extractFailLog.getTemplateName());
System.out.println("\tfieldName:"+extractFailLog.getFieldName());
System.out.println("\tfieldDescription:"+extractFailLog.getFieldDescription());
System.out.println("\tcssPath:"+extractFailLog.getCssPath());
if(extractFailLog.getExtractExpression()!=null) {
System.out.println("\textractExpression:" + extractFailLog.getExtractExpression());
}
}
continue;
}
Map<String, List<ExtractResultItem>> extractResultItems = extractResult.getExtractResultItems();
for(String field : extractResultItems.keySet()){
List<ExtractResultItem> values = extractResultItems.get(field);
if(values.size() > 1){
int j=1;
System.out.println("\t多值字段:"+field);
for(ExtractResultItem item : values){
System.out.println("\t\t"+(j++)+"、"+field+" = "+item.getValue());
}
}else{
System.out.println("\t"+field+" = "+values.get(0).getValue());
}
}
System.out.println("\tdescription = "+extractResult.getDescription());
System.out.println("\tkeywords = "+extractResult.getKeywords());
}
多機(jī)分布式使用方法:
1、運(yùn)行主節(jié)點(diǎn),負(fù)責(zé)維護(hù)抽取規(guī)則:
方法一:在html-extractor-web目錄下運(yùn)行mvn jetty:run 。
方法二:在html-extractor-web目錄下運(yùn)行mvn install ,
然后將target/html-extractor-web-1.0.war部署到Tomcat。
2、獲取一個HtmlExtractor的實例(從節(jié)點(diǎn)),示例代碼如下:
String allExtractRegularUrl = "http://localhost:8080/HtmlExtractorServer/api/all_extract_regular.jsp";
String redisHost = "localhost";
int redisPort = 6379;
ExtractRegular extractRegular = ExtractRegular.getInstance(allExtractRegularUrl, redisHost, redisPort);
HtmlExtractor htmlExtractor = new DefaultHtmlExtractor(extractRegular);
3、抽取信息,示例代碼如下:
String url = "http://money.163.com/08/1219/16/4THR2TMP002533QK.html";
HtmlFetcher htmlFetcher = new JSoupHtmlFetcher();
String html = htmlFetcher.fetch(url);
List<ExtractResult> extractResults = htmlExtractor.extract(url, html);
int i = 1;
for (ExtractResult extractResult : extractResults) {
System.out.println((i++) + "、網(wǎng)頁 " + extractResult.getUrl() + " 的抽取結(jié)果");
if(!extractResult.isSuccess()){
System.out.println("抽取失敗:");
for(ExtractFailLog extractFailLog : extractResult.getExtractFailLogs()){
System.out.println("\turl:"+extractFailLog.getUrl());
System.out.println("\turlPattern:"+extractFailLog.getUrlPattern());
System.out.println("\ttemplateName:"+extractFailLog.getTemplateName());
System.out.println("\tfieldName:"+extractFailLog.getFieldName());
System.out.println("\tfieldDescription:"+extractFailLog.getFieldDescription());
System.out.println("\tcssPath:"+extractFailLog.getCssPath());
if(extractFailLog.getExtractExpression()!=null) {
System.out.println("\textractExpression:" + extractFailLog.getExtractExpression());
}
}
continue;
}
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());
}評論
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