org.carrot2.text.vsm.VectorSpaceModelContext Maven / Gradle / Ivy


/*
 * Carrot2 project.
 *
 * Copyright (C) 2002-2015, Dawid Weiss, Stanisław Osiński.
 * All rights reserved.
 *
 * Refer to the full license file "carrot2.LICENSE"
 * in the root folder of the repository checkout or at:
 * http://www.carrot2.org/carrot2.LICENSE
 */

package org.carrot2.text.vsm;

import org.apache.mahout.math.matrix.DoubleMatrix2D;
import org.carrot2.text.preprocessing.PreprocessingContext;
import org.carrot2.text.preprocessing.PreprocessingContext.AllLabels;
import org.carrot2.text.preprocessing.PreprocessingContext.AllStems;

import com.carrotsearch.hppc.IntIntHashMap;

/**
 * Stores data related to the Vector Space Model of the processed documents.
 */
@SuppressWarnings("deprecation")
public class VectorSpaceModelContext
{
    /** Preprocessing context for the underlying documents. */
    public final PreprocessingContext preprocessingContext;

    /**
     * Term-document matrix. Rows of the matrix correspond to word stems, columns
     * correspond to the processed documents. For mapping between rows of this matrix and
     * {@link AllStems}, see {@link #stemToRowIndex}.
     * 
     * This matrix is produced by
     * {@link TermDocumentMatrixBuilder#buildTermDocumentMatrix(VectorSpaceModelContext)}.
     * 
     */
    public DoubleMatrix2D termDocumentMatrix;

    /**
     * Term-document-like matrix for phrases from {@link AllLabels}. If there are no
     * phrases in {@link AllLabels}, phrase matrix is null. For mapping
     * between rows of this matrix and {@link AllStems}, see {@link #stemToRowIndex}.
     * 
     * This matrix is produced by
     * {@link TermDocumentMatrixBuilder#buildTermPhraseMatrix(VectorSpaceModelContext)}.
     * 
     */
    public DoubleMatrix2D termPhraseMatrix;

    /**
     * Stem index to row index mapping for the tdMatrix. Keys in this map are
     * indices of entries in {@link AllStems} arrays, values are the indices of
     * tdMatrix rows corresponding to the stems. Please note that depending
     * on the limit on the size of the matrix, some stems may not have their corresponding
     * matrix rows.
     * 
     * This object is produced by
     * {@link TermDocumentMatrixBuilder#buildTermDocumentMatrix(VectorSpaceModelContext)}.
     * 
     */
    public IntIntHashMap stemToRowIndex;

    /**
     * Creates a vector space model context with the provided preprocessing context.
     */
    public VectorSpaceModelContext(PreprocessingContext preprocessingContext)
    {
        this.preprocessingContext = preprocessingContext;
    }
}