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Declarative Machine Learning
/*
* 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 org.apache.sysml.runtime.util;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.util.HashMap;
import org.apache.sysml.api.DMLScript;
import org.apache.sysml.conf.ConfigurationManager;
import org.apache.sysml.conf.DMLConfig;
import org.apache.sysml.lops.Lop;
import org.apache.sysml.runtime.DMLRuntimeException;
import org.apache.sysml.runtime.controlprogram.parfor.stat.InfrastructureAnalyzer;
import org.apache.sysml.runtime.controlprogram.parfor.util.IDSequence;
import org.apache.sysml.runtime.matrix.data.MatrixBlock;
import org.apache.sysml.runtime.matrix.data.MatrixIndexes;
import org.apache.sysml.runtime.matrix.data.MatrixValue;
import org.apache.sysml.runtime.matrix.data.Pair;
public class LocalFileUtils
{
public static final int BUFFER_SIZE = 8192;
//unique IDs per JVM for tmp files
private static IDSequence _seq = null;
private static String _workingDir = null;
//categories of temp files under process-specific working dir
public static final String CATEGORY_CACHE = "cache";
public static final String CATEGORY_PARTITIONING = "partitioning";
public static final String CATEGORY_RESULTMERGE = "resultmerge";
public static final String CATEGORY_WORK = "work";
static
{
_seq = new IDSequence();
}
/**
*
* @param filePathAndName
* @return
* @throws IOException
*/
public static MatrixBlock readMatrixBlockFromLocal(String filePathAndName)
throws IOException
{
return readMatrixBlockFromLocal(filePathAndName, new MatrixBlock());
}
/**
*
* @param filePathAndName
* @return
* @throws IOException
*/
public static MatrixBlock readMatrixBlockFromLocal(String filePathAndName, MatrixBlock ret)
throws IOException
{
FileInputStream fis = new FileInputStream( filePathAndName );
//BufferedInputStream bis = new BufferedInputStream( fis, BUFFER_SIZE );
//DataInputStream in = new DataInputStream( bis );
FastBufferedDataInputStream in = new FastBufferedDataInputStream(fis, BUFFER_SIZE);
try
{
ret.readFields(in);
}
finally
{
if( in != null )
in.close();
}
return ret;
}
/**
*
* @param filePathAndName
* @param mb
* @throws IOException
*/
public static void writeMatrixBlockToLocal (String filePathAndName, MatrixBlock mb)
throws IOException
{
FileOutputStream fos = new FileOutputStream( filePathAndName );
//BufferedOutputStream bos = new BufferedOutputStream( fos, BUFFER_SIZE );
//DataOutputStream out = new DataOutputStream( bos );
FastBufferedDataOutputStream out = new FastBufferedDataOutputStream(fos, BUFFER_SIZE);
try
{
mb.write(out);
}
finally
{
if( out != null )
out.close();
}
}
/**
*
* @param filePathAndName
* @param data
* @throws IOException
*/
public static void writeByteArrayToLocal( String filePathAndName, byte[] data )
throws IOException
{
FileOutputStream fos = new FileOutputStream( filePathAndName );
try
{
fos.write( data );
}
finally
{
if( fos != null )
fos.close ();
}
}
/**
*
* @param filePathAndName
* @param data
* @throws IOException
*/
public static void writeByteArrayToLocal( String filePathAndName, byte[][] data )
throws IOException
{
FileOutputStream fos = new FileOutputStream( filePathAndName );
try
{
for( int i=0; i[] outValues, HashMap outMap)
throws IOException
{
FileInputStream fis = new FileInputStream( filePathAndName );
FastBufferedDataInputStream in = new FastBufferedDataInputStream( fis, BUFFER_SIZE );
int bufferSize = 0;
try
{
int len = in.readInt();
for( int i=0; i[] inValues, int len )
throws IOException
{
if( len > inValues.length )
throw new IOException("Invalid length of block sequence: len="+len+" vs data="+inValues.length);
FileOutputStream fos = new FileOutputStream( filePathAndName );
FastBufferedDataOutputStream out = new FastBufferedDataOutputStream(fos, BUFFER_SIZE);
try
{
out.writeInt(len);
for( int i=0; i