/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 hivemall.smile.data;
import java.io.IOException;
import java.io.ObjectInput;
import java.io.ObjectOutput;
public abstract class Attribute {
public final AttributeType type;
public final int attrIndex;
Attribute(AttributeType type, int attrIndex) {
this.type = type;
this.attrIndex = attrIndex;
}
public void setSize(int size) {
throw new UnsupportedOperationException();
}
/**
* @return -1 if not set
*/
public int getSize() {
throw new UnsupportedOperationException();
}
public void writeTo(ObjectOutput out) throws IOException {
out.writeInt(type.getTypeId());
out.writeInt(attrIndex);
}
public enum AttributeType {
NUMERIC(1), NOMINAL(2);
private final int id;
private AttributeType(int id) {
this.id = id;
}
public int getTypeId() {
return id;
}
public static AttributeType resolve(int id) {
final AttributeType type;
switch (id) {
case 1:
type = NUMERIC;
break;
case 2:
type = NOMINAL;
break;
default:
throw new IllegalStateException("Unexpected type: " + id);
}
return type;
}
}
public static final class NumericAttribute extends Attribute {
public NumericAttribute(int attrIndex) {
super(AttributeType.NUMERIC, attrIndex);
}
@Override
public String toString() {
return "NumericAttribute [type=" + type + ", attrIndex=" + attrIndex + "]";
}
}
public static final class NominalAttribute extends Attribute {
private int size;
public NominalAttribute(int attrIndex) {
super(AttributeType.NOMINAL, attrIndex);
this.size = -1;
}
@Override
public int getSize() {
return size;
}
@Override
public void setSize(int size) {
this.size = size;
}
@Override
public void writeTo(ObjectOutput out) throws IOException {
super.writeTo(out);
out.writeInt(size);
}
@Override
public String toString() {
return "NominalAttribute [size=" + size + ", type=" + type + ", attrIndex=" + attrIndex
+ "]";
}
}
public static Attribute readFrom(ObjectInput in) throws IOException {
int typeId = in.readInt();
int attrIndex = in.readInt();
final Attribute attr;
final AttributeType type = AttributeType.resolve(typeId);
switch (type) {
case NUMERIC: {
attr = new NumericAttribute(attrIndex);
break;
}
case NOMINAL: {
attr = new NominalAttribute(attrIndex);
int size = in.readInt();
attr.setSize(size);
break;
}
default:
throw new IllegalStateException("Unexpected type: " + type);
}
return attr;
}
}