
smile.data.vector.NumberVectorImpl Maven / Gradle / Ivy
/*
* Copyright (c) 2010-2024 Haifeng Li. All rights reserved.
*
* Smile is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Smile 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 Smile. If not, see .
*/
package smile.data.vector;
import smile.data.type.DataType;
import smile.data.type.StructField;
/**
* An immutable vector.
*
* @author Haifeng Li
*/
class NumberVectorImpl extends VectorImpl implements NumberVector {
/** Constructor. */
public NumberVectorImpl(String name, Class> clazz, Number[] vector) {
super(name, clazz, vector);
}
/** Constructor. */
public NumberVectorImpl(String name, DataType type, Number[] vector) {
super(name, type, vector);
}
/** Constructor. */
public NumberVectorImpl(StructField field, Number[] vector) {
super(field, vector);
}
@Override
public NumberVector get(int... index) {
Number[] v = new Number[index.length];
for (int i = 0; i < index.length; i++) v[i] = vector[index[i]];
return new NumberVectorImpl(field(), v);
}
@Override
public void fillna(double value) {
Number number = switch (type().id()) {
case Byte -> (byte) value;
case Short -> (short) value;
case Integer -> (int) value;
case Long -> (long) value;
case Float -> (float) value;
case Double -> value;
default -> throw new UnsupportedOperationException("Unsupported type: " + type().id());
};
for (int i = 0; i < vector.length; i++) {
if (vector[i] == null) {
vector[i] = number;
} else {
var x = vector[i].doubleValue();
if (Double.isNaN(x) || Double.isInfinite(x)) {
vector[i] = number;
}
}
}
}
}
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