/* --------------------------------------------------------------------- * 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.algorithms; import org.joda.time.DateTime; import org.numenta.nupic.model.Persistable; /** * A sample data point or record consisting of a timestamp, value, and score. * This class is used as an input value to methods in the {@link AnomalyLikelihood} * class. */ public class Sample implements Persistable { private static final long serialVersionUID = 1L; public final DateTime date; /** Same thing as average */ public final double score; /** Original value */ public final double value; public Sample(DateTime timeStamp, double value, double score) { if(timeStamp == null) { throw new IllegalArgumentException("Sample must have a valid date"); } this.date = timeStamp; this.value = value; this.score = score; } /** * Returns a {@link DateTime} object representing the internal timestamp * @return */ public DateTime timeStamp() { return date; } /** * {@inheritDoc} */ public String toString() { return new StringBuilder(timeStamp().toString()).append(", value: "). append(value).append(", metric: ").append(score).toString(); } @Override public int hashCode() { final int prime = 31; int result = 1; result = prime * result + ((date == null) ? 0 : date.hashCode()); long temp; temp = Double.doubleToLongBits(score); result = prime * result + (int)(temp ^ (temp >>> 32)); temp = Double.doubleToLongBits(value); result = prime * result + (int)(temp ^ (temp >>> 32)); return result; } @Override public boolean equals(Object obj) { if(this == obj) return true; if(obj == null) return false; if(getClass() != obj.getClass()) return false; Sample other = (Sample)obj; if(date == null) { if(other.date != null) return false; } else if(!date.equals(other.date)) return false; if(Double.doubleToLongBits(score) != Double.doubleToLongBits(other.score)) return false; if(Double.doubleToLongBits(value) != Double.doubleToLongBits(other.value)) return false; return true; } }