org.datavec.api.writable.Writable 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 org.datavec.api.transform.serde.legacy.LegacyMappingHelper;
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.CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@class",
defaultImpl = LegacyMappingHelper.WritableHelper.class)
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();
/**
* Get the type of the writable.
* @return
*/
WritableType getType();
}
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