org.numenta.nupic.monitor.mixin.IndicesTrace Maven / Gradle / Ivy

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The Java version of Numenta's HTM technology
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/* ---------------------------------------------------------------------
 * Numenta Platform for Intelligent Computing (NuPIC)
 * Copyright (C) 2014, Numenta, Inc.  Unless you have an agreement
 * with Numenta, Inc., for a separate license for this software code, the
 * following terms and conditions apply:
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Affero Public License version 3 as
 * published by the Free Software Foundation.
 *
 * 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 Affero Public License for more details.
 *
 * You should have received a copy of the GNU Affero Public License
 * along with this program.  If not, see http://www.gnu.org/licenses.
 *
 * http://numenta.org/licenses/
 * ---------------------------------------------------------------------
 */
package org.numenta.nupic.monitor.mixin;

import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.stream.Collectors;

/**
 * Each entry contains indices (for example of predicted => active cells).
 * 
 * @author cogmission
 */
public class IndicesTrace extends Trace> {
   /**
     * Constructs a new {@code IndicesTrace}
     * 
     * @param monitor
     * @param title
     */
    public IndicesTrace(MonitorMixinBase monitor, String title) {
        super(monitor, title);
    }
    
    /**
     * A new Trace made up of counts of this trace's indices.
     * @return
     */
    public CountsTrace makeCountsTrace() {
        CountsTrace trace = new CountsTrace(monitor, String.format("# %s", title));
        trace.items = items.stream().map(l -> l.size()).collect(Collectors.toList());
        return trace;
    }

    /**
     * Trace made up of cumulative counts of trace indices.
     * @return
     */
    public CountsTrace makeCumCountsTrace() {
        CountsTrace trace = new CountsTrace(monitor, String.format("# (cumulative) %s", title));
        Trace countsTrace = makeCountsTrace();
        
        int[] accum = { 0 };
        trace.items = countsTrace.items.stream().map(i -> accum[0] += ((int)i)).collect(Collectors.toList());
        
        return trace;
    }
    
    /**
     * Prints the specified datum
     * @param c
     * @return
     */
    public String prettyPrintDatum(Collection c) {
        List l = null;
        Collections.sort(l = new ArrayList<>(c));
        return l.toString().replace("[", "").replace("]", "").trim();
    }
}