org.datavec.api.writable.FloatWritable Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
package org.datavec.api.writable;
import com.google.common.math.DoubleMath;
import org.datavec.api.io.WritableComparable;
import org.datavec.api.io.WritableComparator;
import org.nd4j.shade.jackson.annotation.JsonProperty;
import java.io.DataInput;
import java.io.DataOutput;
import java.io.IOException;
/** A WritableComparable for floats. */
public class FloatWritable implements WritableComparable {
private float value;
public FloatWritable() {}
public FloatWritable(@JsonProperty("value") float value) {
set(value);
}
/** Set the value of this FloatWritable. */
public void set(float value) {
this.value = value;
}
/** Return the value of this FloatWritable. */
public float get() {
return value;
}
public void readFields(DataInput in) throws IOException {
value = in.readFloat();
}
@Override
public void writeType(DataOutput out) throws IOException {
out.writeShort(WritableType.Float.typeIdx());
}
public void write(DataOutput out) throws IOException {
out.writeFloat(value);
}
public boolean fuzzyEquals(Writable o, double tolerance) {
double other;
if (o instanceof IntWritable){
other = ((IntWritable) o).toDouble();
} else if (o instanceof LongWritable) {
other = ((LongWritable) o).toDouble();
} else if (o instanceof ByteWritable) {
other = ((ByteWritable) o).toDouble();
} else if (o instanceof DoubleWritable) {
other = ((DoubleWritable) o).toDouble();
} else if (o instanceof FloatWritable) {
other = ((FloatWritable) o).toDouble();
} else { return false; }
return DoubleMath.fuzzyEquals(this.value, other, tolerance);
}
/** Returns true iff o
is a FloatWritable with the same value. */
public boolean equals(Object o) {
if (o instanceof FloatWritable){
FloatWritable other = (FloatWritable) o;
return this.value == other.value;
}
if (o instanceof DoubleWritable){
DoubleWritable other = (DoubleWritable) o;
float otherFloat = (float) other.get();
return (other.get() == otherFloat && this.value == otherFloat);
} else {
return false;
}
}
public int hashCode() {
// defer to Float.hashCode, which does what we mean for it to do
return Float.floatToIntBits(value);
}
/** Compares two FloatWritables. */
public int compareTo(Object o) {
float thisValue = this.value;
float thatValue = ((FloatWritable) o).value;
return (thisValue < thatValue ? -1 : (thisValue == thatValue ? 0 : 1));
}
public String toString() {
return Float.toString(value);
}
/** A Comparator optimized for FloatWritable. */
public static class Comparator extends WritableComparator {
public Comparator() {
super(FloatWritable.class);
}
public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
float thisValue = readFloat(b1, s1);
float thatValue = readFloat(b2, s2);
return (thisValue < thatValue ? -1 : (thisValue == thatValue ? 0 : 1));
}
}
static { // register this comparator
WritableComparator.define(FloatWritable.class, new Comparator());
}
@Override
public double toDouble() {
return value;
}
@Override
public float toFloat() {
return value;
}
@Override
public int toInt() {
return (int) value;
}
@Override
public long toLong() {
return (long) value;
}
@Override
public WritableType getType() {
return WritableType.Float;
}
}
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