import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
@PostConstruct
public void iniciar() throws IOException {
    this.tipoBusqueda = "1";
    this.cadenaBusqueda = "";
    acad = new OntologiaAcademica();
    acadAutor = new OntologiaAcademica();
    /*       ModeloBean ont = (ModeloBean) FacesContext.getCurrentInstance().getExternalContext().getApplicationMap().get("modeloBean");
     if(ont==null){
     ont=new ModeloBean();
     }
     ont.reset();
    
     acad.setModel(ont.getModelOnt());
     acadAutor.setModel(ont.getModelOnt());
     searcher = ont.getSearcher();*/
    contenido = "1";

    ServletContext servContx = (ServletContext) FacesContext.getCurrentInstance().getExternalContext().getContext();
    String ruta = (String) servContx.getRealPath("/");
    Ontologia ont = new Ontologia();
    acad.setModel(ont.iniciar(ruta));
    acadAutor.setModel(acad.getModel());
    dir = FSDirectory.open(new File(ruta + "resources/Indice"));
    searcher = new IndexSearcher(IndexReader.open(dir));
    searcher.setSimilarity(new LMDirichletSimilarity((float) 1));
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
@Before
public void setupIndex() throws IOException {
    dirUnderTest = newDirectory();
    List<Similarity> sims = Arrays.asList(
            new ClassicSimilarity(),
            new SweetSpotSimilarity(), // extends Classic
            new BM25Similarity(),
            new LMDirichletSimilarity(),
            new BooleanSimilarity(),
            new LMJelinekMercerSimilarity(0.2F),
            new AxiomaticF3LOG(0.5F, 10),
            new DFISimilarity(new IndependenceChiSquared()),
            new DFRSimilarity(new BasicModelBE(), new AfterEffectB(), new NormalizationH1()),
            new IBSimilarity(new DistributionLL(), new LambdaDF(), new NormalizationH3())
        );
    similarity = sims.get(random().nextInt(sims.size()));

    indexWriterUnderTest = new RandomIndexWriter(random(), dirUnderTest, newIndexWriterConfig().setSimilarity(similarity));
    for (int i = 0; i < docs.length; i++) {
        Document doc = new Document();
        doc.add(newStringField("id", "" + i, Field.Store.YES));
        doc.add(newField("field", docs[i], Store.YES));
        indexWriterUnderTest.addDocument(doc);
    }
    indexWriterUnderTest.commit();
    indexWriterUnderTest.forceMerge(1);
    indexWriterUnderTest.flush();


    indexReaderUnderTest = indexWriterUnderTest.getReader();
    searcherUnderTest = newSearcher(indexReaderUnderTest);
    searcherUnderTest.setSimilarity(similarity);
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
@Override
public Similarity getSimilarity() {
  LMDirichletSimilarity sim = (mu != null) ? new LMDirichletSimilarity(mu)
                                           : new LMDirichletSimilarity();
  sim.setDiscountOverlaps(discountOverlaps);
  return sim;
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
/** dirichlet with parameters */
public void testParameters() throws Exception {
  Similarity sim = getSimilarity("text_params");
  assertEquals(LMDirichletSimilarity.class, sim.getClass());
  LMDirichletSimilarity lm = (LMDirichletSimilarity) sim;
  assertEquals(1000f, lm.getMu(), 0.01f);
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
/**
 *  
 * @param propatiesPath 設定ファイル.propertiesのパス
 * @throws IOException
 */
public SpokendocBaseline(String propatiesPath) throws IOException {
	Properties conf = new Properties();
	FileInputStream fis = new FileInputStream(new File(propatiesPath));
	conf.load(fis);
	this.analyzer = new WhitespaceAnalyzer(Version.LUCENE_46);
	this.task = conf.getProperty("task");
	this.freqfilePath = conf.getProperty("freqfile");
	this.tokenizerPath = conf.getProperty("tokenizer");
	this.resultPath = conf.getProperty("result");
	this.normalization = new Boolean(conf.getProperty("normalization"));
	//メモリにインデックス保存する。テスト用
	//this.directory = new RAMDirectory();
	//MMapDirectory: 読み込みはメモリ、書き出しはファイルシステムらしい
	String indexPath = conf.getProperty("index");
	this.indexDirectory = MMapDirectory.open(new File(indexPath));

	String selectedSimilarity = conf.getProperty("similarity");
	if (selectedSimilarity.equals("LMDirichlet")) {
		float mu = Float.valueOf(conf.getProperty("mu"));
	    this.similarity = new LMDirichletSimilarity(mu);
	}
	else if (selectedSimilarity.equals("BM25")) {
		float k1 = Float.valueOf(conf.getProperty("k1"));
		float b = Float.valueOf(conf.getProperty("b"));
	    this.similarity = new BM25Similarity(k1, b);
	}
	else {
	    this.similarity = new DefaultSimilarity();	
	}
	fis.close();
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
@PostConstruct
public void reset() throws IOException{
    ServletContext servContx = (ServletContext) FacesContext.getCurrentInstance().getExternalContext().getContext();
    ruta = (String) servContx.getRealPath("/");
    Ontologia ont=new Ontologia();
    modelOnt=ont.iniciar(ruta);
    prefijo="http://www.owl-ontologies.com/TesisGrado.owl#";
    dir = FSDirectory.open(new File(ruta+"resources/Indice"));
    searcher= new IndexSearcher(IndexReader.open(dir));
    searcher.setSimilarity(new LMDirichletSimilarity((float)1)); 
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
public LMDirichletSimilarityProvider(String name, Settings settings, Settings indexSettings) {
    super(name);
    float mu = settings.getAsFloat("mu", 2000f);
    this.similarity = new LMDirichletSimilarity(mu);
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
@Inject
public LMDirichletSimilarityProvider(@Assisted String name, @Assisted Settings settings) {
    super(name);
    float mu = settings.getAsFloat("mu", 2000f);
    this.similarity = new LMDirichletSimilarity(mu);
}
 

import org.apache.lucene.search.similarities.LMDirichletSimilarity; //导入依赖的package包/类
/** dirichlet with default parameters */
public void test() throws Exception {
  assertEquals(LMDirichletSimilarity.class, getSimilarity("text").getClass());
}