/******************************************************************************* * GenPlay, Einstein Genome Analyzer * Copyright (C) 2009, 2014 Albert Einstein College of Medicine * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. * Authors: Julien Lajugie <julien.lajugie@einstein.yu.edu> * Nicolas Fourel <nicolas.fourel@einstein.yu.edu> * Eric Bouhassira <eric.bouhassira@einstein.yu.edu> * * Website: <http://genplay.einstein.yu.edu> ******************************************************************************/ package edu.yu.einstein.genplay.core.operation.geneList; import java.util.Arrays; import edu.yu.einstein.genplay.core.operation.Operation; import edu.yu.einstein.genplay.dataStructure.gene.Gene; import edu.yu.einstein.genplay.dataStructure.list.genomeWideList.geneList.GeneList; import edu.yu.einstein.genplay.dataStructure.list.listView.ListView; /** * Removes a specified number of genes with the lowest and greatest values * @author Julien Lajugie */ public class GLOFilterCount implements Operation<GeneList> { private final GeneList geneList; // {@link GeneList} to filter private final int lowValuesCount; // number of low values to filter private final int highValuesCount; // number of high values to filter private final boolean isSaturation; // true if we saturate, false if we remove the filtered values private boolean stopped = false; // true if the operation must be stopped private Operation<GeneList> gloFilterThreshold; // threshold filter that does the real fitering operation /** * Creates an instance of {@link GLOFilterCount} * @param geneList {@link GeneList} to filter * @param lowValuesCount number of low values to filter * @param highValuesCount number of high values to filter * @param isSaturation true to saturate, false to remove the filtered values */ public GLOFilterCount(GeneList geneList, int lowValuesCount, int highValuesCount, boolean isSaturation) { this.geneList = geneList; this.lowValuesCount = lowValuesCount; this.highValuesCount = highValuesCount; this.isSaturation = isSaturation; } @Override public GeneList compute() throws Exception { if ((lowValuesCount < 0) || (highValuesCount < 0)) { throw new IllegalArgumentException("The number of values to filter must be positive"); } boolean[] selectedChromo = new boolean[geneList.size()]; Arrays.fill(selectedChromo, true); int totalLenght = new GLOCountNonNullGenes(geneList,selectedChromo).compute().intValue(); if (totalLenght == 0) { return geneList; } float[] allScores = new float[totalLenght]; int i = 0; for (ListView<Gene> currentList: geneList) { if (currentList != null) { for (int j = 0; (j < currentList.size()) && !stopped; j++) { float currentScore = currentList.get(j).getScore(); if ((currentScore != Float.NaN) && (currentScore != 0)) { allScores[i] = currentScore; i++; } } } } Arrays.sort(allScores); float minValue = lowValuesCount == 0 ? Float.NEGATIVE_INFINITY : allScores[lowValuesCount - 1]; float maxValue = highValuesCount == 0 ? Float.POSITIVE_INFINITY : allScores[allScores.length - highValuesCount]; gloFilterThreshold = new GLOFilterThreshold(geneList, minValue, maxValue, isSaturation); return gloFilterThreshold.compute(); } @Override public String getDescription() { String optionStr; if (isSaturation) { optionStr = ", option = saturation"; } else { optionStr = ", option = remove"; } return "Operation: Filter, " + lowValuesCount + " smallest values, " + highValuesCount + " greatest values" + optionStr; } @Override public String getProcessingDescription() { return "Filtering"; } @Override public int getStepCount() { return 1; } @Override public void stop() { stopped = true; if (gloFilterThreshold != null) { gloFilterThreshold.stop(); } } }