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JPMML XGBoost to PMML converter
/*
* Copyright (c) 2016 Villu Ruusmann
*
* This file is part of JPMML-XGBoost
*
* JPMML-XGBoost is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-XGBoost is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-XGBoost. If not, see .
*/
package org.jpmml.xgboost;
import java.io.Closeable;
import java.io.DataInput;
import java.io.IOException;
import java.io.InputStream;
import java.lang.reflect.Array;
import java.lang.reflect.Constructor;
import java.util.Arrays;
import java.util.LinkedHashMap;
import java.util.Map;
import com.google.common.io.ByteStreams;
public class XGBoostDataInput implements Closeable {
private InputStream is = null;
private String charset = null;
public XGBoostDataInput(InputStream is, String charset){
this.is = is;
this.charset = charset;
}
@Override
public void close() throws IOException {
this.is.close();
}
public int readInt() throws IOException {
return asDataInput().readInt();
}
public int[] readIntVector() throws IOException {
int length = (int)readLong();
return readIntArray(length);
}
public int[] readIntArray(int length) throws IOException {
DataInput dataInput = asDataInput();
int[] result = new int[length];
for(int i = 0; i < result.length; i++){
result[i] = dataInput.readInt();
}
return result;
}
public long readLong() throws IOException {
return asDataInput().readLong();
}
public float readFloat() throws IOException {
return asDataInput().readFloat();
}
public float[] readFloatVector() throws IOException {
int length = (int)readLong();
return readFloatArray(length);
}
public float[] readFloatArray(int length) throws IOException {
DataInput dataInput = asDataInput();
float[] result = new float[length];
for(int i = 0; i < result.length; i++){
result[i] = dataInput.readFloat();
}
return result;
}
public String readString() throws IOException {
int length = (int)readLong();
byte[] buffer = new byte[length];
ByteStreams.readFully(this.is, buffer);
if(this.charset != null){
return new String(buffer, this.charset);
}
return new String(buffer);
}
public String[] readStringVector() throws IOException {
int length = (int)readLong();
return readStringArray(length);
}
public String[] readStringArray(int length) throws IOException {
String[] result = new String[length];
for(int i = 0; i < result.length; i++){
result[i] = readString();
}
return result;
}
public Map readStringMap() throws IOException {
int length = (int)readLong();
Map result = new LinkedHashMap<>();
for(int i = 0; i < length; i++){
result.put(readString(), readString());
}
return result;
}
public E[] readObjectVector(Class extends E> clazz) throws IOException {
int length = (int)readLong();
return readObjectArray(clazz, length);
}
@SuppressWarnings("unchecked")
public E[] readObjectArray(Class extends E> clazz, int length) throws IOException {
E[] result = (E[])Array.newInstance(clazz, length);
try {
Constructor extends E> constructor = clazz.getDeclaredConstructor();
for(int i = 0; i < result.length; i++){
E object = constructor.newInstance();
object.loadBinary(this);
result[i] = object;
}
} catch(ReflectiveOperationException roe){
throw new IOException(roe);
}
return result;
}
public void readReserved(int length) throws IOException {
int[] buffer = new int[length];
boolean empty = true;
for(int i = 0; i < length; i++){
int value = readInt();
buffer[i] = value;
empty &= (value == 0);
}
if(!empty){
throw new IOException("Expected " + length + "-element array of zeroes, got " + Arrays.toString(buffer));
}
}
private DataInput asDataInput(){
return (DataInput)this.is;
}
}