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org.numenta.nupic.algorithms.Sample Maven / Gradle / Ivy
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The Java version of Numenta's HTM technology
/* ---------------------------------------------------------------------
* 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 General 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 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.
*
* http://numenta.org/licenses/
* ---------------------------------------------------------------------
*/
package org.numenta.nupic.algorithms;
import org.joda.time.DateTime;
/**
* 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 {
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;
}
}
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