今天快下班的时候收到了一个群友的问题,大意是读取文本文件中的内容,找出文件中的手机号和邮箱,我自己写了一个读取文档的内容的正则查询示例,用于匹配文件中是否含有邮箱或者手机号,这个等于是对之前的文本处理工具的一个梳理,同时结合lucene内部提供的正则匹配查询RegexQuery;
废话不多说了,直接上代码,这里先对文件内容读取分类处理,分为pdf word excel 和普通文本四类,不同的种类读取文本内容不一样
pdf利用pdfbox读取内容,word和excel利用poi进行读取内容,文本文档利用jdk自带的读取
package com.lucene.index.util; import java.io.File; import java.io.FileInputStream; import java.io.FileNotFoundException; import java.io.IOException; import java.io.InputStream; import java.nio.charset.Charset; import java.nio.file.Files; import java.nio.file.Paths; import java.util.LinkedList; import java.util.List; import org.apache.pdfbox.PDFReader; import org.apache.pdfbox.pdmodel.PDDocument; import org.apache.pdfbox.util.PDFTextStripper; import org.apache.poi.EncryptedDocumentException; import org.apache.poi.POIXMLDocument; import org.apache.poi.POIXMLTextExtractor; import org.apache.poi.hssf.usermodel.HSSFCell; import org.apache.poi.hssf.usermodel.HSSFRow; import org.apache.poi.hwpf.extractor.WordExtractor; import org.apache.poi.openxml4j.exceptions.InvalidFormatException; import org.apache.poi.openxml4j.exceptions.OpenXML4JException; import org.apache.poi.openxml4j.opc.OPCPackage; import org.apache.poi.ss.usermodel.Sheet; import org.apache.poi.ss.usermodel.Workbook; import org.apache.poi.ss.usermodel.WorkbookFactory; import org.apache.poi.xssf.usermodel.XSSFRow; import org.apache.poi.xssf.usermodel.XSSFSheet; import org.apache.poi.xssf.usermodel.XSSFWorkbook; import org.apache.poi.xwpf.extractor.XWPFWordExtractor; import org.apache.xmlbeans.XmlException; import com.lucene.bean.FileBean; public class FileUtil { /**读取文件信息和下属文件夹 * @param folder * @return * @throws IOException * @throws OpenXML4JException * @throws XmlException */ public static List<FileBean> getFolderFiles(String folder) throws Exception { List<FileBean> fileBeans = new LinkedList<FileBean>(); File file = new File(folder); if(file.isDirectory()){ File[] files = file.listFiles(); if(files != null){ for (File file2 : files) { fileBeans.addAll(getFolderFiles(file2.getAbsolutePath())); } } }else{ FileBean bean = new FileBean(); String filePath = file.getAbsolutePath(); bean.setPath(file.getAbsolutePath()); bean.setModified(file.lastModified()); String content = ""; if(filePath.endsWith(".doc") || filePath.endsWith(".docx")){ content = readDoc(file); }else if(filePath.endsWith(".xls") || filePath.endsWith(".xlsx")){ content = readExcel(file); }else if(filePath.endsWith(".pdf")){ content = readPdf(file); }else{ content = new String(Files.readAllBytes(Paths.get(folder))); } bean.setContent(content); fileBeans.add(bean); } return fileBeans; } /**讀取excel文件 * @param file * @return * @throws IOException * @throws InvalidFormatException * @throws EncryptedDocumentException */ private static String readExcel(File file) throws Exception { String filePath = file.getAbsolutePath(); StringBuffer content = new StringBuffer(""); if(filePath.endsWith(".xls")){ InputStream inp = new FileInputStream(filePath); Workbook wb = WorkbookFactory.create(inp); Sheet sheet = wb.getSheetAt(0); for(int i = sheet.getFirstRowNum();i<= sheet.getPhysicalNumberOfRows();i++){ HSSFRow row = (HSSFRow) sheet.getRow(i); if (row == null) { continue; } for (int j = row.getFirstCellNum(); j <= row.getLastCellNum(); j++) { HSSFCell cell = row.getCell(j); if (cell == null) { continue; } content.append(cell.getStringCellValue()); } } wb.close(); inp.close(); }else{ XSSFWorkbook xwb = new XSSFWorkbook(file.getAbsolutePath()); XSSFSheet sheet = xwb.getSheetAt(0); // 定义 row、cell XSSFRow row; String cell; // 循环输出表格中的内容 for (int i = sheet.getFirstRowNum(); i < sheet.getPhysicalNumberOfRows(); i++) { row = sheet.getRow(i); for (int j = row.getFirstCellNum(); j < row.getPhysicalNumberOfCells(); j++) { // 通过 row.getCell(j).toString() 获取单元格内容, cell = row.getCell(j).getRawValue(); content.append(cell+" "); } } } return content.toString(); } /**讀取word內容 * @param file * @return * @throws IOException * @throws OpenXML4JException * @throws XmlException */ private static String readDoc(File file) throws IOException, XmlException, OpenXML4JException { String filePath = file.getAbsolutePath(); if(filePath.endsWith(".doc")){ InputStream is = new FileInputStream(file); WordExtractor ex = new WordExtractor(is); String text2003 = ex.getText(); ex.close(); is.close(); return text2003; }else{ OPCPackage opcPackage = POIXMLDocument.openPackage(filePath); POIXMLTextExtractor extractor = new XWPFWordExtractor(opcPackage); String text2007 = extractor.getText(); extractor.close(); return text2007; } } /**讀取pdf內容 * @param file * @return * @throws IOException */ public static String readPdf(File file) throws IOException{ PDDocument doc = PDDocument.load(file.getAbsolutePath()); PDFTextStripper stripper = new PDFTextStripper(); String content = stripper.getText(doc); doc.close(); return content; } }
在原有lucene查询的工具类的基础上加入正则查询的构建
/**获取regexQuery对象 * @param field * @param regex * @return */ public static Query getRegexExpQuery(String field,String regex){ Query query = null; Term term = new Term(field, regex); query = new RegexpQuery(term); return query; }
最终的searchUtil的内容为
package com.lucene.search; import java.io.File; import java.io.IOException; import java.nio.file.Paths; import java.util.concurrent.ExecutorService; import org.apache.lucene.analysis.Analyzer; import org.apache.lucene.analysis.standard.StandardAnalyzer; import org.apache.lucene.document.Document; import org.apache.lucene.index.DirectoryReader; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.MultiReader; import org.apache.lucene.index.Term; import org.apache.lucene.search.BooleanClause.Occur; import org.apache.lucene.search.BooleanQuery; import org.apache.lucene.search.IndexSearcher; import org.apache.lucene.search.MatchAllDocsQuery; import org.apache.lucene.search.NumericRangeQuery; import org.apache.lucene.search.Query; import org.apache.lucene.search.RegexpQuery; import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.Sort; import org.apache.lucene.search.SortField; import org.apache.lucene.search.SortField.Type; import org.apache.lucene.search.TermQuery; import org.apache.lucene.search.TopDocs; import org.apache.lucene.search.TopFieldCollector; import org.apache.lucene.store.FSDirectory; import org.wltea.analyzer.lucene.IKAnalyzer; import com.lucene.index.IndexUtil; public class SearchUtil { public static final Analyzer analyzer = new IKAnalyzer(); /**获取IndexSearcher对象(适合单索引目录查询使用) * @param indexPath 索引目录 * @return * @throws IOException * @throws InterruptedException */ public static IndexSearcher getIndexSearcher(String indexPath,ExecutorService service,boolean realtime) throws IOException, InterruptedException{ DirectoryReader reader = DirectoryReader.open(IndexUtil.getIndexWriter(indexPath, true), realtime); IndexSearcher searcher = new IndexSearcher(reader,service); if(service != null){ service.shutdown(); } return searcher; } /**多目录多线程查询 * @param parentPath 父级索引目录 * @param service 多线程查询 * @return * @throws IOException * @throws InterruptedException */ public static IndexSearcher getMultiSearcher(String parentPath,ExecutorService service,boolean realtime) throws IOException, InterruptedException{ MultiReader multiReader; File file = new File(parentPath); File[] files = file.listFiles(); IndexReader[] readers = new IndexReader[files.length]; if(!realtime){ for (int i = 0 ; i < files.length ; i ++) { readers[i] = DirectoryReader.open(FSDirectory.open(Paths.get(files[i].getPath(), new String[0]))); } }else{ for (int i = 0 ; i < files.length ; i ++) { readers[i] = DirectoryReader.open(IndexUtil.getIndexWriter(files[i].getPath(), true), true); } } multiReader = new MultiReader(readers); IndexSearcher searcher = new IndexSearcher(multiReader,service); if(service != null){ service.shutdown(); } return searcher; } /**从指定配置项中查询 * @return * @param analyzer 分词器 * @param field 字段 * @param fieldType 字段类型 * @param queryStr 查询条件 * @param range 是否区间查询 * @return */ public static Query getQuery(String field,String fieldType,String queryStr,boolean range){ Query q = null; if(queryStr != null && !"".equals(queryStr)){ if(range){ String[] strs = queryStr.split("\\|"); if("int".equals(fieldType)){ int min = new Integer(strs[0]); int max = new Integer(strs[1]); q = NumericRangeQuery.newIntRange(field, min, max, true, true); }else if("double".equals(fieldType)){ Double min = new Double(strs[0]); Double max = new Double(strs[1]); q = NumericRangeQuery.newDoubleRange(field, min, max, true, true); }else if("float".equals(fieldType)){ Float min = new Float(strs[0]); Float max = new Float(strs[1]); q = NumericRangeQuery.newFloatRange(field, min, max, true, true); }else if("long".equals(fieldType)){ Long min = new Long(strs[0]); Long max = new Long(strs[1]); q = NumericRangeQuery.newLongRange(field, min, max, true, true); } }else{ if("int".equals(fieldType)){ q = NumericRangeQuery.newIntRange(field, new Integer(queryStr), new Integer(queryStr), true, true); }else if("double".equals(fieldType)){ q = NumericRangeQuery.newDoubleRange(field, new Double(queryStr), new Double(queryStr), true, true); }else if("float".equals(fieldType)){ q = NumericRangeQuery.newFloatRange(field, new Float(queryStr), new Float(queryStr), true, true); }else{ Term term = new Term(field, queryStr); q = new TermQuery(term); } } }else{ q= new MatchAllDocsQuery(); } System.out.println(q); return q; } /**多条件查询类似于sql in * @param querys * @return */ public static Query getMultiQueryLikeSqlIn(Query ... querys){ BooleanQuery query = new BooleanQuery(); for (Query subQuery : querys) { query.add(subQuery,Occur.SHOULD); } return query; } /**获取regexQuery对象 * @param field * @param regex * @return */ public static Query getRegexExpQuery(String field,String regex){ Query query = null; Term term = new Term(field, regex); query = new RegexpQuery(term); return query; } /**多条件查询类似于sql and * @param querys * @return */ public static Query getMultiQueryLikeSqlAnd(Query ... querys){ BooleanQuery query = new BooleanQuery(); for (Query subQuery : querys) { query.add(subQuery,Occur.MUST); } return query; } /**对多个条件进行排序构建排序条件 * @param fields * @param type * @param reverses * @return */ public static Sort getSortInfo(String[] fields,Type[] types,boolean[] reverses){ SortField[] sortFields = null; int fieldLength = fields.length; int typeLength = types.length; int reverLength = reverses.length; if(!(fieldLength == typeLength) || !(fieldLength == reverLength)){ return null; }else{ sortFields = new SortField[fields.length]; for (int i = 0; i < fields.length; i++) { sortFields[i] = new SortField(fields[i], types[i], reverses[i]); } } return new Sort(sortFields); } /**根据查询器、查询条件、每页数、排序条件进行查询 * @param query 查询条件 * @param first 起始值 * @param max 最大值 * @param sort 排序条件 * @return */ public static TopDocs getScoreDocsByPerPageAndSortField(IndexSearcher searcher,Query query, int first,int max, Sort sort){ try { if(query == null){ System.out.println(" Query is null return null "); return null; } TopFieldCollector collector = null; if(sort != null){ collector = TopFieldCollector.create(sort, first+max, false, false, false); }else{ sort = new Sort(new SortField[]{new SortField("modified", SortField.Type.LONG)}); collector = TopFieldCollector.create(sort, first+max, false, false, false); } searcher.search(query, collector); return collector.topDocs(first, max); } catch (IOException e) { // TODO Auto-generated catch block } return null; } /**获取上次索引的id,增量更新使用 * @return */ public static Integer getLastIndexBeanID(IndexReader multiReader){ Query query = new MatchAllDocsQuery(); IndexSearcher searcher = null; searcher = new IndexSearcher(multiReader); SortField sortField = new SortField("id", SortField.Type.INT,true); Sort sort = new Sort(new SortField[]{sortField}); TopDocs docs = getScoreDocsByPerPageAndSortField(searcher,query, 0, 1, sort); ScoreDoc[] scoreDocs = docs.scoreDocs; int total = scoreDocs.length; if(total > 0){ ScoreDoc scoreDoc = scoreDocs[0]; Document doc = null; try { doc = searcher.doc(scoreDoc.doc); } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } return new Integer(doc.get("id")); } return 0; } }
正则查询测试类,主要是测试是否包含手机号或邮箱号,这里的手机号验证有点粗糙,希望不要介意
package com.lucene.index.test; import java.io.IOException; import java.util.concurrent.Executors; import org.apache.lucene.document.Document; import org.apache.lucene.search.IndexSearcher; import org.apache.lucene.search.Query; import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.TopDocs; import com.lucene.search.SearchUtil; public class TestSearch { public static void main(String[] args) { try { IndexSearcher searcher = SearchUtil.getMultiSearcher("index", Executors.newCachedThreadPool(), false); Query phoneQuery = SearchUtil.getRegexExpQuery("content", "1[0-9]{10}"); Query mailQuery = SearchUtil.getRegexExpQuery("content", "([a-z0-9A-Z]+[-_|\\.]?)+[a-z0-9A-Z]*@([a-z0-9A-Z]+(-[a-z0-9A-Z]+)?\\.)+[a-zA-Z]{2,}"); Query finaQuery = SearchUtil.getMultiQueryLikeSqlIn(new Query[]{phoneQuery,mailQuery}); TopDocs topDocs = SearchUtil.getScoreDocsByPerPageAndSortField(searcher, finaQuery, 0, 20, null); System.out.println("符合条件的数据总数:"+topDocs.totalHits); System.out.println("本次查询到的数目为:"+topDocs.scoreDocs.length); ScoreDoc[] scoreDocs = topDocs.scoreDocs; for (ScoreDoc scoreDoc : scoreDocs) { Document doc = searcher.doc(scoreDoc.doc); System.out.println(doc.get("path")+" "+doc.get("content")); } } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } catch (InterruptedException e) { // TODO Auto-generated catch block e.printStackTrace(); } } }
最终测试结果如下:
content:/1[0-9]{10}/ content:/([a-z0-9A-Z]+[-_|\.]?)+[a-z0-9A-Z]*@([a-z0-9A-Z]+(-[a-z0-9A-Z]+)?\.)+[a-zA-Z]{2,}/ 符合条件的数据总数:6 本次查询到的数目为:6 D:\hadoop\lucene_regexSearch\testDir\2.txt.txt ?电话号码:18519237811 D:\hadoop\lucene_regexSearch\testDir\3.txt.txt 电子邮箱yinggui_Wu@163.com D:\hadoop\lucene_regexSearch\testDir\1.docx 邮箱内容yinggui_Wu@163.com D:\hadoop\lucene_regexSearch\testDir\1.pdf 邮箱内容 yinggui_Wu@163.com D:\hadoop\lucene_regexSearch\testDir\1.xlsx 1 2 3 18510539956 D:\hadoop\lucene_regexSearch\testDir\1.txt.txt ?<a target=_blank href="mailto:fanyi@qq.com">fanyi@qq.com</a>
代码下载地址
http://download.csdn.net/detail/wuyinggui10000/8746407
一步一步跟我学习lucene是对近期做lucene索引的总结,大家有问题的话联系本人的Q-Q: 891922381,同时本人新建Q-Q群:106570134(lucene,solr,netty,hadoop),如蒙加入,不胜感激,大家共同探讨,本人争取每日一博,希望大家持续关注,会带给大家惊喜的
一步一步跟我学习lucene(15)---lucene搜索之正则表达式查询RegExQuery和手机邮箱查询示例
原文地址:http://blog.csdn.net/wuyinggui10000/article/details/46053107