
smile.data.vector.FloatVector Maven / Gradle / Ivy
/*
* Copyright (c) 2010-2021 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 java.util.stream.Collectors;
import java.util.stream.DoubleStream;
import smile.data.type.DataType;
import smile.data.type.DataTypes;
import smile.data.type.StructField;
import smile.math.MathEx;
/**
* An immutable float vector.
*
* @author Haifeng Li
*/
public interface FloatVector extends BaseVector {
@Override
default DataType type() {
return DataTypes.FloatType;
}
@Override
float[] array();
@Override
FloatVector get(int... index);
@Override
default boolean getBoolean(int i) {
return MathEx.isZero(getFloat(i));
}
@Override
default char getChar(int i) {
return (char) getFloat(i);
}
@Override
default byte getByte(int i) {
return (byte) getFloat(i);
}
@Override
default short getShort(int i) {
return (short) getFloat(i);
}
@Override
default int getInt(int i) {
return (int) getFloat(i);
}
@Override
default long getLong(int i) {
return (long) getFloat(i);
}
@Override
default double getDouble(int i) {
return getFloat(i);
}
/**
* Returns the string representation of vector.
* @param n the number of elements to show.
* @return the string representation of vector.
*/
default String toString(int n) {
String suffix = n >= size() ? "]" : String.format(", ... %,d more]", size() - n);
return stream().limit(n).mapToObj(field()::toString).collect(Collectors.joining(", ", "[", suffix));
}
/**
* Fills NaN/Inf values using the specified value.
* @param value the value to replace NAs.
*/
void fillna(float value);
/** Creates a named float vector.
*
* @param name the name of vector.
* @param vector the data of vector.
* @return the vector.
*/
static FloatVector of(String name, float[] vector) {
return new FloatVectorImpl(name, vector);
}
/** Creates a named float vector.
*
* @param field the struct field of vector.
* @param vector the data of vector.
* @return the vector.
*/
static FloatVector of(StructField field, float[] vector) {
return new FloatVectorImpl(field, vector);
}
}
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