// ============================================================================ // // Copyright (C) 2006-2016 Talend Inc. - www.talend.com // // This source code is available under agreement available at // %InstallDIR%\features\org.talend.rcp.branding.%PRODUCTNAME%\%PRODUCTNAME%license.txt // // You should have received a copy of the agreement // along with this program; if not, write to Talend SA // 9 rue Pages 92150 Suresnes, France // // ============================================================================ package org.talend.dataquality.statistics.frequency.pattern; import java.util.Map; import org.talend.dataquality.statistics.frequency.AbstractFrequencyStatistics; import org.talend.dataquality.statistics.frequency.impl.AbstractFrequencyEvaluator; import org.talend.dataquality.statistics.frequency.impl.CMSFrequencyEvaluator; import org.talend.dataquality.statistics.frequency.impl.EFrequencyAlgorithm; import org.talend.dataquality.statistics.frequency.impl.NaiveFrequencyEvaluator; import org.talend.dataquality.statistics.frequency.impl.SSFrequencyEvaluator; /** * Frequency statistics bean which delegate the computation to evaluator. * * @author mzhao * */ public class PatternFrequencyStatistics extends AbstractFrequencyStatistics { private AbstractFrequencyEvaluator evaluator = new NaiveFrequencyEvaluator(); /** * Set the algorithm used to compute the frequency table. * * @param algorithm */ @Override public void setAlgorithm(EFrequencyAlgorithm algorithm) { switch (algorithm) { case NAIVE: evaluator = new NaiveFrequencyEvaluator(); break; case SPACE_SAVER: evaluator = new SSFrequencyEvaluator(); break; case COUNT_MIN_SKETCH: evaluator = new CMSFrequencyEvaluator(); break; } } /** * Get top k frequency table. * * @param topk * @return */ @Override public Map<String, Long> getTopK(int topk) { return evaluator.getTopK(topk); } /** * Get frequencies of given item * * @param item * @return frequencies. */ @Override public long getFrequency(String item) { return evaluator.getFrequency(item); } @Override public void setParameter(Map<String, String> params) { evaluator.setParameters(params); } @Override public void add(String value) { evaluator.add(value); } }