org.nd4j.linalg.dataset.api.preprocessor.serializer.NormalizerSerializerStrategy Maven / Gradle / Ivy
package org.nd4j.linalg.dataset.api.preprocessor.serializer;
import org.nd4j.linalg.dataset.api.preprocessor.Normalizer;
import java.io.IOException;
import java.io.InputStream;
import java.io.OutputStream;
/**
* Strategy for serializing and unserializing a specific type of normalizer
*
* @param the type of normalizer this strategy supports
* @author Ede Meijer
*/
public interface NormalizerSerializerStrategy {
/**
* Serialize a normalizer to a output stream
*
* @param normalizer the normalizer
* @param stream the output stream to write to
* @throws IOException
*/
void write(T normalizer, OutputStream stream) throws IOException;
/**
* Restore a normalizer that was previously serialized by this strategy
*
* @param stream the stream to read serialized data from
* @return the restored normalizer
* @throws IOException
*/
T restore(InputStream stream) throws IOException;
/**
* Get the enum type of the supported normalizer
*
* @see Normalizer#getType()
*
* @return the enum type
*/
NormalizerType getSupportedType();
}