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Scalable machine learning libraries
/**
* 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.mahout.classifier.df;
import java.io.DataInput;
import java.io.DataOutput;
import java.io.DataOutputStream;
import java.io.IOException;
import java.nio.charset.Charset;
import java.util.ArrayList;
import java.util.List;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataOutputStream;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.Writable;
import org.apache.mahout.classifier.df.node.Node;
import org.apache.mahout.common.iterator.sequencefile.PathFilters;
/**
* Utility class that contains various helper methods
*/
@Deprecated
public final class DFUtils {
private DFUtils() {
}
/**
* Writes an Node[] into a DataOutput
* @throws java.io.IOException
*/
public static void writeArray(DataOutput out, Node[] array) throws IOException {
out.writeInt(array.length);
for (Node w : array) {
w.write(out);
}
}
/**
* Reads a Node[] from a DataInput
* @throws java.io.IOException
*/
public static Node[] readNodeArray(DataInput in) throws IOException {
int length = in.readInt();
Node[] nodes = new Node[length];
for (int index = 0; index < length; index++) {
nodes[index] = Node.read(in);
}
return nodes;
}
/**
* Writes a double[] into a DataOutput
* @throws java.io.IOException
*/
public static void writeArray(DataOutput out, double[] array) throws IOException {
out.writeInt(array.length);
for (double value : array) {
out.writeDouble(value);
}
}
/**
* Reads a double[] from a DataInput
* @throws java.io.IOException
*/
public static double[] readDoubleArray(DataInput in) throws IOException {
int length = in.readInt();
double[] array = new double[length];
for (int index = 0; index < length; index++) {
array[index] = in.readDouble();
}
return array;
}
/**
* Writes an int[] into a DataOutput
* @throws java.io.IOException
*/
public static void writeArray(DataOutput out, int[] array) throws IOException {
out.writeInt(array.length);
for (int value : array) {
out.writeInt(value);
}
}
/**
* Reads an int[] from a DataInput
* @throws java.io.IOException
*/
public static int[] readIntArray(DataInput in) throws IOException {
int length = in.readInt();
int[] array = new int[length];
for (int index = 0; index < length; index++) {
array[index] = in.readInt();
}
return array;
}
/**
* Return a list of all files in the output directory
* @throws IOException if no file is found
*/
public static Path[] listOutputFiles(FileSystem fs, Path outputPath) throws IOException {
List outputFiles = new ArrayList<>();
for (FileStatus s : fs.listStatus(outputPath, PathFilters.logsCRCFilter())) {
if (!s.isDir() && !s.getPath().getName().startsWith("_")) {
outputFiles.add(s.getPath());
}
}
if (outputFiles.isEmpty()) {
throw new IOException("No output found !");
}
return outputFiles.toArray(new Path[outputFiles.size()]);
}
/**
* Formats a time interval in milliseconds to a String in the form "hours:minutes:seconds:millis"
*/
public static String elapsedTime(long milli) {
long seconds = milli / 1000;
milli %= 1000;
long minutes = seconds / 60;
seconds %= 60;
long hours = minutes / 60;
minutes %= 60;
return hours + "h " + minutes + "m " + seconds + "s " + milli;
}
public static void storeWritable(Configuration conf, Path path, Writable writable) throws IOException {
FileSystem fs = path.getFileSystem(conf);
try (FSDataOutputStream out = fs.create(path)) {
writable.write(out);
}
}
/**
* Write a string to a path.
* @param conf From which the file system will be picked
* @param path Where the string will be written
* @param string The string to write
* @throws IOException if things go poorly
*/
public static void storeString(Configuration conf, Path path, String string) throws IOException {
try (DataOutputStream out = path.getFileSystem(conf).create(path)) {
out.write(string.getBytes(Charset.defaultCharset()));
}
}
}
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