
smile.data.formula.Variable 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.formula;
import java.util.Collections;
import java.util.List;
import java.util.Set;
import smile.data.Tuple;
import smile.data.type.StructField;
import smile.data.type.StructType;
/**
* A variable in the formula. A variable can be regarded as the
* identity function that always returns the same value that was
* used as its argument.
*
* @param name The variable name.
* @author Haifeng Li
*/
public record Variable(String name) implements Term {
@Override
public String toString() {
return name;
}
@Override
public Set variables() {
return Collections.singleton(name);
}
@Override
public List bind(StructType schema) {
Feature feature = new Feature() {
/** The column index in the schema. */
private final int index = schema.indexOf(name);
/** The struct field. */
private final StructField field = schema.field(index);
@Override
public boolean isVariable() {
return true;
}
@Override
public StructField field() {
return field;
}
@Override
public Object apply(Tuple o) {
return o.get(index);
}
@Override
public int applyAsInt(Tuple o) {
return o.getInt(index);
}
@Override
public long applyAsLong(Tuple o) {
return o.getLong(index);
}
@Override
public float applyAsFloat(Tuple o) {
return o.getFloat(index);
}
@Override
public double applyAsDouble(Tuple o) {
return o.getDouble(index);
}
};
return Collections.singletonList(feature);
}
}
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