NormDist.java
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package org.apache.poi.ss.formula.functions;
import org.apache.commons.math3.distribution.NormalDistribution;
import org.apache.poi.ss.formula.OperationEvaluationContext;
import org.apache.poi.ss.formula.eval.ErrorEval;
import org.apache.poi.ss.formula.eval.EvaluationException;
import org.apache.poi.ss.formula.eval.NumberEval;
import org.apache.poi.ss.formula.eval.OperandResolver;
import org.apache.poi.ss.formula.eval.ValueEval;
/**
* Implementation for Excel NORMDIST() and NORM.DIST() functions.
* <ul>
* <li>https://support.microsoft.com/en-us/office/normdist-function-126db625-c53e-4591-9a22-c9ff422d6d58</li>
* <li>https://support.microsoft.com/en-us/office/norm-dist-function-edb1cc14-a21c-4e53-839d-8082074c9f8d</li>
* </ul>
*/
public final class NormDist extends Fixed4ArgFunction implements FreeRefFunction {
public static final NormDist instance = new NormDist();
static double probability(double x, double mean, double stdev, boolean cumulative) {
NormalDistribution normalDistribution = new NormalDistribution(mean, stdev);
return cumulative ? normalDistribution.cumulativeProbability(x) : normalDistribution.density(x);
}
private NormDist() {}
@Override
public ValueEval evaluate(int srcRowIndex, int srcColumnIndex, ValueEval arg1, ValueEval arg2,
ValueEval arg3, ValueEval arg4) {
try {
Double xval = evaluateValue(arg1, srcRowIndex, srcColumnIndex);
if (xval == null) {
return ErrorEval.VALUE_INVALID;
}
Double mean = evaluateValue(arg2, srcRowIndex, srcColumnIndex);
if (mean == null) {
return ErrorEval.VALUE_INVALID;
}
Double stdev = evaluateValue(arg3, srcRowIndex, srcColumnIndex);
if (stdev == null) {
return ErrorEval.VALUE_INVALID;
} else if (stdev.doubleValue() <= 0) {
return ErrorEval.NUM_ERROR;
}
Boolean cumulative = OperandResolver.coerceValueToBoolean(arg4, false);
if (cumulative == null) {
return ErrorEval.VALUE_INVALID;
}
return new NumberEval(probability(
xval.doubleValue(), mean.doubleValue(), stdev.doubleValue(), cumulative.booleanValue()));
} catch (EvaluationException e) {
return e.getErrorEval();
}
}
@Override
public ValueEval evaluate(ValueEval[] args, OperationEvaluationContext ec) {
if (args.length == 4) {
return evaluate(ec.getRowIndex(), ec.getColumnIndex(), args[0], args[1], args[2], args[3]);
}
return ErrorEval.VALUE_INVALID;
}
private static Double evaluateValue(ValueEval arg, int srcRowIndex, int srcColumnIndex) throws EvaluationException {
ValueEval veText = OperandResolver.getSingleValue(arg, srcRowIndex, srcColumnIndex);
String strText1 = OperandResolver.coerceValueToString(veText);
return OperandResolver.parseDouble(strText1);
}
}