Lucene3.3、Lucene3.4中文分词——庖丁解牛分词实例

时间:2021-07-23 03:14:41
如果是Lucene3.0以上版本首先我们需要下载庖丁解牛最新源码并生成jar文件,我已经将最新源码和jar文件上传了: http://download.csdn.net/detail/a_2cai/3671164 ,可以下载,或者下载一个SVN客户端从 http://code.google.com/p/paoding/检出最新的trunk源码,本地编译下。

当我们有了最新的庖丁解牛分词包和lucene3.3或Lucene3.4即可以运行以下示例:(我已将源码和使用到的文件以及生成的索引文件上传了:http://download.csdn.net/detail/a_2cai/3671272

为了简单起见我建了一个txt文件:内容如下(就如一个数据库的不同条目)

172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::移动侦测::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVU::移动::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVUC::移动侦测::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::Lucene测试::2011/9/1172.7.14.198::172.7.19.71::遮挡一下::遮挡报警::2011/9/1172.7.14.198::172.7.19.71::遮经挡报警::遮挡报警::2011/9/1172.7.14.198::172.7.19.71::多域测试::移动侦测::2011/9/1172.7.14.198::172.7.19.71::多域测试::移动侦测::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::移动侦测::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVU::磁盘已满::2011/8/31172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::移动侦测::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::移动侦测::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVU::移动::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVUC::移动侦测::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::Lucene测试::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::遮挡报警::2011/9/1172.7.14.198::172.7.19.71::DS-2DF1-4010020090611AACH290005648WC::移动侦测指的是将一个汉字序列切分成一个一个单独的词::2011/9/1172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVU::查询方式总体来讲分两类:查询API查询和语法查询::2011/8/31172.7.14.198::172.7.24.51::DS-9016HF-S1620100809BBRR401273372WCVU::对于查询时的Field名一定要大小写对应,默认情况下要查询的关键字要转成小写,这在lucene建索引的时候做过特殊处理::2011/8/31

建索引:

   

public static void testIndex() throws Exception{
        String itemFilePath = "TestDocs/luceneDemoTest.txt";
        boolean isCreate = false;
        Date start = new Date();
        try {
            System.out.println("Indexing to directory '" + indexFilePath + "'...");

            Directory dir = FSDirectory.open(new File(indexFilePath));
            //Analyzer analyzer = new StandardAnalyzer(Version.LUCENE_33);
            //Analyzer analyzer = new PaodingAnalyzer("etc/paoding-analysis-default.properties");
            //Analyzer analyzer = new PaodingAnalyzer("F:/paodingetc/paoding-analysis-default.properties");
            //Analyzer analyzer = new PaodingAnalyzer("ifexists:paoding-dic-home.properties");
            Analyzer analyzer = new PaodingAnalyzer();
            IndexWriterConfig iwc = new IndexWriterConfig(Version.LUCENE_33,
                    analyzer);

            if (isCreate) {
                //创建新索引删除旧索引
                iwc.setOpenMode(OpenMode.CREATE);
            } else {
                // 向索引中添加新的Document
                iwc.setOpenMode(OpenMode.CREATE_OR_APPEND);
            }
            // iwc.setRAMBufferSizeMB(256.0);

            IndexWriter writer = new IndexWriter(dir, iwc);
            FileInputStream fis;
            try {
                fis = new FileInputStream(itemFilePath);
            } catch (FileNotFoundException fnfe) {
                return;
            }
            try {
                //new BufferedReader();

                BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(fis, "UTF-8"));
                String item = "";
                String[] fields;
                item = bufferedReader.readLine();
                Integer id = 0;
                while(!"".equals(item) && item != null) {
                    id++;
                    fields = item.split("::");

                    // 创建空文档
                    Document doc = new Document();
//                  NumericField idField = new NumericField("ID", Field.Store.YES, true);
//                  idField.setIntValue(id);
//                  doc.add(idField);
                    doc.add(new Field("ID", id.toString(),Field.Store.YES, Field.Index.NO));
                    doc.add(new Field("IDSTR", id.toString(),Field.Store.YES, Field.Index.NOT_ANALYZED));//不分词索引,其实没必要索引为了测试所以索引

                    NumericField idField = new NumericField("IDNUM", Field.Store.YES, true);
                    idField.setIntValue(id);
                    doc.add(idField);//用于测试数字

                    doc.add(new Field("PCIP", fields[0],Field.Store.YES, Field.Index.ANALYZED));

                    doc.add(new Field("DeviceIP", fields[1],Field.Store.YES, Field.Index.ANALYZED));

                    doc.add(new Field("DeviceSerialNum", fields[2],Field.Store.YES, Field.Index.ANALYZED));

                    doc.add(new Field("AlarmType", fields[3],Field.Store.YES, Field.Index.ANALYZED));

                    //一个域可以有子集
                    doc.add(new Field("MultiFields", fields[2],Field.Store.YES, Field.Index.ANALYZED));
                    doc.add(new Field("MultiFields", fields[3],Field.Store.YES, Field.Index.ANALYZED));

                    NumericField alarmDatetime = new NumericField("alarmDatetime", Field.Store.YES, true);
                    SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy/MM/dd");
                    alarmDatetime.setLongValue(simpleDateFormat.parse(fields[4]).getTime());
                    doc.add(alarmDatetime);

                    if (id == 5) {
                        doc.setBoost(1.2f);
                    }

                    if (writer.getConfig().getOpenMode() == OpenMode.CREATE) {
                        writer.addDocument(doc);
                    } else {
                        writer.updateDocument(new Term("ID" , id.toString()),
                                doc);
                    }
                    item = bufferedReader.readLine();
                }

            } finally {
                fis.close();
            }

            //writer.optimize();//优化索引

            writer.close();

            Date end = new Date();
            System.out.println(end.getTime() - start.getTime()
                    + " total milliseconds");

        } catch (IOException e) {
            System.out.println(" caught a " + e.getClass()
                    + "\n with message: " + e.getMessage());
        }
    }
    


检索:

 

 public static void testSearch() throws Exception{
        String field = "AlarmType";
        boolean raw = false;
        String queryString = "移动";
        int hitsPerPage = 10;

        IndexSearcher searcher = new IndexSearcher(FSDirectory.open(new File(indexFilePath)));
        //Analyzer analyzer = new StandardAnalyzer(Version.LUCENE_33);
        //Analyzer analyzer = new PaodingAnalyzer();

        BufferedReader in = null;
        //QueryParser parser = new QueryParser(Version.LUCENE_33, field, analyzer);

        //Query query = parser.parse(queryString.trim());
        Query query = new TermQuery(new Term(field,"查询"));
        System.out.println("Searching for: " + query.toString(field));
     // Collect enough docs to show 5 pages
        TopDocs results = searcher.search(query, 5 * hitsPerPage, Sort.RELEVANCE);
        ScoreDoc[] hits = results.scoreDocs;
        int numTotalHits = results.totalHits;
        System.out.println(numTotalHits + " total matching documents");
        for (int i = 0; i < hits.length; i++) {
            Document doc = searcher.doc(hits[i].doc);
            System.out.println("ID:" + doc.get("ID") + "\tPCIP:" + doc.get("PCIP") + "\tDeviceIP:" + doc.get("DeviceIP")
                    + "\tDeviceSerialNum:" + doc.get("DeviceSerialNum") + "\tAlarmType:" + doc.get("AlarmType")
                    + "\tAlarmDatetime:" + new Date(Long.parseLong(doc.get("alarmDatetime"))).toString());
        }
    }


以上为建索引和检索的简单实例,大家可以下载源码运行调试下,对于初接触的人使用会有帮助的。Demo源码以及相关配置信息见eclipse工程:http://download.csdn.net/detail/a_2cai/3671272