package net.iponweb.disthene.reader.graphite.functions;
import net.iponweb.disthene.reader.beans.TimeSeries;
import net.iponweb.disthene.reader.exceptions.EvaluationException;
import net.iponweb.disthene.reader.exceptions.InvalidArgumentException;
import net.iponweb.disthene.reader.exceptions.TimeSeriesNotAlignedException;
import net.iponweb.disthene.reader.graphite.PathTarget;
import net.iponweb.disthene.reader.graphite.Target;
import net.iponweb.disthene.reader.graphite.evaluation.TargetEvaluator;
import net.iponweb.disthene.reader.utils.CollectionUtils;
import net.iponweb.disthene.reader.utils.DateTimeUtils;
import net.iponweb.disthene.reader.utils.TimeSeriesUtils;
import java.util.ArrayList;
import java.util.LinkedList;
import java.util.List;
import java.util.Queue;
/**
* @author Andrei Ivanov
*/
public class StdevFunction extends DistheneFunction {
public StdevFunction(String text) {
super(text, "stdev");
}
@Override
public List<TimeSeries> evaluate(TargetEvaluator evaluator) throws EvaluationException {
List<TimeSeries> processedArguments = new ArrayList<>();
processedArguments.addAll(evaluator.eval((Target) arguments.get(0)));
if (processedArguments.size() == 0) return new ArrayList<>();
if (!TimeSeriesUtils.checkAlignment(processedArguments)) {
throw new TimeSeriesNotAlignedException();
}
int length = processedArguments.get(0).getValues().length;
int step = processedArguments.get(0).getStep();
// need to get window in number of data points
long window;
if (arguments.get(1) instanceof Double) {
window = ((Double) arguments.get(1)).longValue();
} else {
long offset = Math.abs(DateTimeUtils.parseTimeOffset((String) arguments.get(1)));
window = offset / step;
}
for (TimeSeries ts : processedArguments) {
Queue<Double> queue = new LinkedList<>();
Double[] values = new Double[length];
for (int i = 0; i < length; i++) {
if (queue.size() == 0) {
values[i] = 0.;
} else {
values[i] = CollectionUtils.stdev(queue);
}
if (ts.getValues()[i] != null) {
queue.offer(ts.getValues()[i]);
}
if (queue.size() > window) {
queue.remove();
}
}
ts.setValues(values);
ts.setName("stdev(" + ts.getName() + "," + window + ")");
}
return processedArguments;
}
@Override
public void checkArguments() throws InvalidArgumentException {
if (arguments.size() != 2) throw new InvalidArgumentException("stdev: number of arguments is " + arguments.size() + ". Must be two.");
if (!(arguments.get(0) instanceof PathTarget)) throw new InvalidArgumentException("stdev: argument is " + arguments.get(0).getClass().getName() + ". Must be series");
if (!(arguments.get(1) instanceof Double) && !(arguments.get(1) instanceof String)) throw new InvalidArgumentException("stdev: argument is " + arguments.get(1).getClass().getName() + ". Must be a number or a string");
}
}