org.datavec.api.writable.Writable Maven / Gradle / Ivy
/*-
* * Copyright 2016 Skymind, Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://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.
*/
package org.datavec.api.writable;
import org.nd4j.shade.jackson.annotation.JsonSubTypes;
import org.nd4j.shade.jackson.annotation.JsonTypeInfo;
import java.io.DataInput;
import java.io.DataOutput;
import java.io.IOException;
import java.io.Serializable;
/**
* A serializable object which implements a simple, efficient, serialization
* protocol, based on {@link DataInput} and {@link DataOutput}.
*
* Any key
or value
type in the Hadoop Map-Reduce
* framework implements this interface.
*
* Implementations typically implement a static read(DataInput)
* method which constructs a new instance, calls {@link #readFields(DataInput)}
* and returns the instance.
*
* Example:
*
* public class MyWritable implements Writable {
* // Some data
* private int counter;
* private long timestamp;
*
* public void write(DataOutput out) throws IOException {
* out.writeInt(counter);
* out.writeLong(timestamp);
* }
*
* public void readFields(DataInput in) throws IOException {
* counter = in.readInt();
* timestamp = in.readLong();
* }
*
* public static MyWritable read(DataInput in) throws IOException {
* MyWritable w = new MyWritable();
* w.readFields(in);
* return w;
* }
* }
*
*/
@JsonTypeInfo(use = JsonTypeInfo.Id.NAME, include = JsonTypeInfo.As.WRAPPER_OBJECT)
@JsonSubTypes(value = {@JsonSubTypes.Type(value = ArrayWritable.class, name = "ArrayWritable"),
@JsonSubTypes.Type(value = BooleanWritable.class, name = "BooleanWritable"),
@JsonSubTypes.Type(value = ByteWritable.class, name = "ByteWritable"),
@JsonSubTypes.Type(value = DoubleWritable.class, name = "DoubleWritable"),
@JsonSubTypes.Type(value = FloatWritable.class, name = "FloatWritable"),
@JsonSubTypes.Type(value = IntWritable.class, name = "IntWritable"),
@JsonSubTypes.Type(value = LongWritable.class, name = "LongWritable"),
@JsonSubTypes.Type(value = NullWritable.class, name = "NullWritable"),
@JsonSubTypes.Type(value = Text.class, name = "Text")})
public interface Writable extends Serializable {
/**
* Serialize the fields of this object to out
.
*
* @param out DataOuput
to serialize this object into.
* @throws IOException
*/
void write(DataOutput out) throws IOException;
/**
* Deserialize the fields of this object from in
.
*
* For efficiency, implementations should attempt to re-use storage in the
* existing object where possible.
*
* @param in DataInput
to deseriablize this object from.
* @throws IOException
*/
void readFields(DataInput in) throws IOException;
/**
* Write the type (a single short value) to the DataOutput. See {@link WritableFactory} for details.
*
* @param out DataOutput to write to
* @throws IOException For errors during writing
*/
void writeType(DataOutput out) throws IOException;
/** Convert Writable to double. Whether this is supported depends on the specific writable. */
double toDouble();
/** Convert Writable to float. Whether this is supported depends on the specific writable. */
float toFloat();
/** Convert Writable to int. Whether this is supported depends on the specific writable. */
int toInt();
/** Convert Writable to long. Whether this is supported depends on the specific writable. */
long toLong();
WritableType getType();
}
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