
stream.generator.NoisySinusWave Maven / Gradle / Ivy
/*
* streams library
*
* Copyright (C) 2011-2014 by Christian Bockermann, Hendrik Blom
*
* streams is a library, API and runtime environment for processing high
* volume data streams. It is composed of three submodules "stream-api",
* "stream-core" and "stream-runtime".
*
* The streams library (and its submodules) is free software: you can
* redistribute it and/or modify it under the terms of the
* GNU Affero General Public License as published by the Free Software
* Foundation, either version 3 of the License, or (at your option) any
* later version.
*
* The stream.ai library (and its submodules) 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 General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see http://www.gnu.org/licenses/.
*/
package stream.generator;
import stream.Data;
import stream.data.DataFactory;
import stream.io.AbstractStream;
import stream.io.SourceURL;
/**
* @author Hendrik Blom
*
*/
public class NoisySinusWave extends AbstractStream {
protected Double index;
protected Double amplitude;
protected Double frequency;
protected String key;
protected ColtGaussian noise;
protected Long seed;
protected Double mean;
protected Double variance;
public NoisySinusWave() {
super((SourceURL) null);
seed = System.currentTimeMillis();
mean = 0d;
variance = 1d;
index = 0d;
amplitude = 1d;
frequency = 1d;
key = "sin(t)";
}
@Override
public void init() throws Exception {
super.init();
noise = new ColtGaussian(mean, variance, seed);
}
/**
* @see stream.io.AbstractStream#read()
*/
@Override
public Data readNext() throws Exception {
Data instance = DataFactory.create();
Double value = amplitude * Math.sin(frequency * index) + noise.next();
instance.put("t", index);
instance.put(key, value);
index += 0.01;
return instance;
}
/**
* @return the amplitude
*/
public Double getAmplitude() {
return amplitude;
}
/**
* @param amplitude
* the amplitude to set
*/
public void setAmplitude(Double amplitude) {
this.amplitude = amplitude;
}
/**
* @return the frequency
*/
public Double getFrequency() {
return frequency;
}
/**
* @param frequency
* the frequency to set
*/
public void setFrequency(Double frequency) {
this.frequency = frequency;
}
/**
* @return the key
*/
public String getKey() {
return key;
}
/**
* @param key
* the key to set
*/
public void setKey(String key) {
this.key = key;
}
public Long getSeed() {
return seed;
}
public void setSeed(Long seed) {
this.seed = seed;
}
public Double getMean() {
return mean;
}
public void setMean(Double mean) {
this.mean = mean;
}
public Double getVariance() {
return variance;
}
public void setVariance(Double variance) {
this.variance = variance;
}
}
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