eu.stratosphere.runtime.fs.hdfs.DistributedFileSystem Maven / Gradle / Ivy
/***********************************************************************************************************************
* Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu)
*
* Licensed 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 eu.stratosphere.runtime.fs.hdfs;
import java.io.File;
import java.io.IOException;
import java.lang.reflect.Method;
import java.net.URI;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import eu.stratosphere.configuration.ConfigConstants;
import eu.stratosphere.configuration.GlobalConfiguration;
import eu.stratosphere.core.fs.BlockLocation;
import eu.stratosphere.core.fs.FSDataInputStream;
import eu.stratosphere.core.fs.FSDataOutputStream;
import eu.stratosphere.core.fs.FileStatus;
import eu.stratosphere.core.fs.FileSystem;
import eu.stratosphere.core.fs.Path;
import eu.stratosphere.util.InstantiationUtil;
/**
* Concrete implementation of the {@Link FileSystem} base class for the Hadoop Distribution File System. The
* class is essentially a wrapper class which encapsulated the original Hadoop HDFS API.
*/
public final class DistributedFileSystem extends FileSystem {
private static final Log LOG = LogFactory.getLog(DistributedFileSystem.class);
private static final String DEFAULT_HDFS_CLASS = "org.apache.hadoop.hdfs.DistributedFileSystem";
/**
* Configuration value name for the DFS implementation name. Usually not specified in hadoop configurations.
*/
private static final String HDFS_IMPLEMENTATION_KEY = "fs.hdfs.impl";
private final org.apache.hadoop.conf.Configuration conf;
private final org.apache.hadoop.fs.FileSystem fs;
/**
* Creates a new DistributedFileSystem object to access HDFS
*
* @throws IOException
* throw if the required HDFS classes cannot be instantiated
*/
public DistributedFileSystem() throws IOException {
// Create new Hadoop configuration object
this.conf = getHadoopConfiguration();
Class fsClass = null;
// try to get the FileSystem implementation class Hadoop 2.0.0 style
{
LOG.debug("Trying to load HDFS class Hadoop 2.x style.");
Object fsHandle = null;
try {
Method newApi = org.apache.hadoop.fs.FileSystem.class.getMethod("getFileSystemClass", String.class, org.apache.hadoop.conf.Configuration.class);
fsHandle = newApi.invoke(null, "hdfs", conf);
} catch (Exception e) {
// if we can't find the FileSystem class using the new API,
// clazz will still be null, we assume we're running on an older Hadoop version
}
if (fsHandle != null) {
if (fsHandle instanceof Class && org.apache.hadoop.fs.FileSystem.class.isAssignableFrom((Class) fsHandle)) {
fsClass = ((Class) fsHandle).asSubclass(org.apache.hadoop.fs.FileSystem.class);
if (LOG.isDebugEnabled()) {
LOG.debug("Loaded '" + fsClass.getName() + "' as HDFS class.");
}
}
else {
LOG.debug("Unexpected return type from 'org.apache.hadoop.fs.FileSystem.getFileSystemClass(String, Configuration)'.");
throw new RuntimeException("The value returned from org.apache.hadoop.fs.FileSystem.getFileSystemClass(String, Configuration) is not a valid subclass of org.apache.hadoop.fs.FileSystem.");
}
}
}
// fall back to an older Hadoop version
if (fsClass == null)
{
// first of all, check for a user-defined hdfs class
if (LOG.isDebugEnabled()) {
LOG.debug("Falling back to loading HDFS class old Hadoop style. Looking for HDFS class configuration entry '"
+ HDFS_IMPLEMENTATION_KEY + "'.");
}
Class classFromConfig = conf.getClass(HDFS_IMPLEMENTATION_KEY, null);
if (classFromConfig != null)
{
if (org.apache.hadoop.fs.FileSystem.class.isAssignableFrom(classFromConfig)) {
fsClass = classFromConfig.asSubclass(org.apache.hadoop.fs.FileSystem.class);
if (LOG.isDebugEnabled()) {
LOG.debug("Loaded HDFS class '" + fsClass.getName() + "' as specified in configuration.");
}
}
else {
if (LOG.isDebugEnabled()) {
LOG.debug("HDFS class specified by " + HDFS_IMPLEMENTATION_KEY + " is of wrong type.");
}
throw new IOException("HDFS class specified by " + HDFS_IMPLEMENTATION_KEY +
" cannot be cast to a FileSystem type.");
}
}
else {
// load the default HDFS class
if (LOG.isDebugEnabled()) {
LOG.debug("Trying to load default HDFS implementation " + DEFAULT_HDFS_CLASS);
}
try {
Class reflectedClass = Class.forName(DEFAULT_HDFS_CLASS);
if (org.apache.hadoop.fs.FileSystem.class.isAssignableFrom(reflectedClass)) {
fsClass = reflectedClass.asSubclass(org.apache.hadoop.fs.FileSystem.class);
} else {
if (LOG.isDebugEnabled()) {
LOG.debug("Default HDFS class is of wrong type.");
}
throw new IOException("The default HDFS class '" + DEFAULT_HDFS_CLASS +
"' cannot be cast to a FileSystem type.");
}
}
catch (ClassNotFoundException e) {
if (LOG.isDebugEnabled()) {
LOG.debug("Default HDFS class cannot be loaded.");
}
throw new IOException("No HDFS class has been configured and the default class '" +
DEFAULT_HDFS_CLASS + "' cannot be loaded.");
}
}
}
this.fs = instantiateFileSystem(fsClass);
}
/**
* Returns a new Hadoop Configuration object using the path to the hadoop conf configured
* in the Stratosphere configuration.
* This method is public because its being used in the HadoopDataSource.
*/
public static org.apache.hadoop.conf.Configuration getHadoopConfiguration() {
Configuration retConf = new org.apache.hadoop.conf.Configuration();
// We need to load both core-site.xml and hdfs-site.xml to determine the default fs path and
// the hdfs configuration
// Try to load HDFS configuration from Hadoop's own configuration files
// 1. approach: Stratosphere configuration
final String hdfsDefaultPath = GlobalConfiguration.getString(ConfigConstants.HDFS_DEFAULT_CONFIG, null);
if (hdfsDefaultPath != null) {
retConf.addResource(new org.apache.hadoop.fs.Path(hdfsDefaultPath));
} else {
LOG.debug("Cannot find hdfs-default configuration file");
}
final String hdfsSitePath = GlobalConfiguration.getString(ConfigConstants.HDFS_SITE_CONFIG, null);
if (hdfsSitePath != null) {
retConf.addResource(new org.apache.hadoop.fs.Path(hdfsSitePath));
} else {
LOG.debug("Cannot find hdfs-site configuration file");
}
// 2. Approach environment variables
String[] possibleHadoopConfPaths = new String[4];
possibleHadoopConfPaths[0] = GlobalConfiguration.getString(ConfigConstants.PATH_HADOOP_CONFIG, null);
possibleHadoopConfPaths[1] = System.getenv("HADOOP_CONF_DIR");
if (System.getenv("HADOOP_HOME") != null) {
possibleHadoopConfPaths[2] = System.getenv("HADOOP_HOME")+"/conf";
possibleHadoopConfPaths[3] = System.getenv("HADOOP_HOME")+"/etc/hadoop"; // hadoop 2.2
}
for (int i = 0; i < possibleHadoopConfPaths.length; i++) {
if (possibleHadoopConfPaths[i] == null) {
continue;
}
if (new File(possibleHadoopConfPaths[i]).exists()) {
if (new File(possibleHadoopConfPaths[i]+"/core-site.xml").exists()) {
retConf.addResource(new org.apache.hadoop.fs.Path(possibleHadoopConfPaths[i]+"/core-site.xml"));
if (LOG.isDebugEnabled()) {
LOG.debug("Adding "+possibleHadoopConfPaths[i]+"/core-site.xml to hadoop configuration");
}
}
if (new File(possibleHadoopConfPaths[i]+"/hdfs-site.xml").exists()) {
retConf.addResource(new org.apache.hadoop.fs.Path(possibleHadoopConfPaths[i]+"/hdfs-site.xml"));
if (LOG.isDebugEnabled()) {
LOG.debug("Adding "+possibleHadoopConfPaths[i]+"/hdfs-site.xml to hadoop configuration");
}
}
}
}
return retConf;
}
private org.apache.hadoop.fs.FileSystem instantiateFileSystem(Class fsClass)
throws IOException
{
try {
return fsClass.newInstance();
}
catch (ExceptionInInitializerError e) {
throw new IOException("The filesystem class '" + fsClass.getName() + "' throw an exception upon initialization.", e.getException());
}
catch (Throwable t) {
String errorMessage = InstantiationUtil.checkForInstantiationError(fsClass);
if (errorMessage != null) {
throw new IOException("The filesystem class '" + fsClass.getName() + "' cannot be instantiated: " + errorMessage);
} else {
throw new IOException("An error occurred while instantiating the filesystem class '" +
fsClass.getName() + "'.", t);
}
}
}
@Override
public Path getWorkingDirectory() {
return new Path(this.fs.getWorkingDirectory().toUri());
}
@Override
public URI getUri() {
return fs.getUri();
}
@Override
public void initialize(URI path) throws IOException {
// For HDFS we have to have an authority
if (path.getAuthority() == null) {
String configEntry = this.conf.get("fs.default.name", null);
if (configEntry == null) {
// fs.default.name deprecated as of hadoop 2.2.0 http://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-common/DeprecatedProperties.html
configEntry = this.conf.get("fs.defaultFS", null);
}
if (LOG.isDebugEnabled()) {
LOG.debug("fs.defaultFS is set to " + configEntry);
}
if (configEntry == null) {
throw new IOException(getMissingAuthorityErrorPrefix(path) + "Either no default hdfs configuration was registered, " +
"or that configuration did not contain an entry for the default hdfs.");
} else {
try {
URI initURI = URI.create(configEntry);
if (initURI.getAuthority() == null) {
throw new IOException(getMissingAuthorityErrorPrefix(path) + "Either no default hdfs configuration was registered, " +
"or the provided configuration contains no valid hdfs namenode address (fs.default.name or fs.defaultFS) describing the hdfs namenode host and port.");
} else if (!initURI.getScheme().equalsIgnoreCase("hdfs")) {
throw new IOException(getMissingAuthorityErrorPrefix(path) + "Either no default hdfs configuration was registered, " +
"or the provided configuration describes a file system with scheme '" + initURI.getScheme() + "' other than the Hadoop Distributed File System (HDFS).");
} else {
try {
this.fs.initialize(initURI, this.conf);
}
catch (Exception e) {
throw new IOException(getMissingAuthorityErrorPrefix(path) + "Could not initialize the file system connection with the given address of the HDFS Namenode"
+ e.getMessage() != null ? ": " + e.getMessage() : ".", e);
}
}
}
catch (IllegalArgumentException e) {
throw new IOException(getMissingAuthorityErrorPrefix(path) + "The configuration contains an invalid hdfs default name (fs.default.name or fs.defaultFS): " + configEntry);
}
}
}
else {
// Initialize HDFS
try {
this.fs.initialize(path, this.conf);
}
catch (Exception e) {
throw new IOException("The given file URI (" + path.toString() + ") described the host and port of an HDFS Namenode, but the File System could not be initialized with that address"
+ (e.getMessage() != null ? ": " + e.getMessage() : "."), e);
}
}
}
private static final String getMissingAuthorityErrorPrefix(URI path) {
return "The given HDFS file URI (" + path.toString() + ") did not describe the HDFS Namenode." +
" The attempt to use a default HDFS configuration, as specified in the '" + ConfigConstants.HDFS_DEFAULT_CONFIG + "' or '" +
ConfigConstants.HDFS_SITE_CONFIG + "' config parameter failed due to the following problem: ";
}
@Override
public FileStatus getFileStatus(final Path f) throws IOException {
org.apache.hadoop.fs.FileStatus status = this.fs.getFileStatus(new org.apache.hadoop.fs.Path(f.toString()));
return new DistributedFileStatus(status);
}
@Override
public BlockLocation[] getFileBlockLocations(final FileStatus file, final long start, final long len)
throws IOException
{
if (!(file instanceof DistributedFileStatus)) {
throw new IOException("file is not an instance of DistributedFileStatus");
}
final DistributedFileStatus f = (DistributedFileStatus) file;
final org.apache.hadoop.fs.BlockLocation[] blkLocations = fs.getFileBlockLocations(f.getInternalFileStatus(),
start, len);
// Wrap up HDFS specific block location objects
final DistributedBlockLocation[] distBlkLocations = new DistributedBlockLocation[blkLocations.length];
for (int i = 0; i < distBlkLocations.length; i++) {
distBlkLocations[i] = new DistributedBlockLocation(blkLocations[i]);
}
return distBlkLocations;
}
@Override
public FSDataInputStream open(final Path f, final int bufferSize) throws IOException {
final org.apache.hadoop.fs.FSDataInputStream fdis = this.fs.open(new org.apache.hadoop.fs.Path(f.toString()),
bufferSize);
return new DistributedDataInputStream(fdis);
}
@Override
public FSDataInputStream open(final Path f) throws IOException {
final org.apache.hadoop.fs.FSDataInputStream fdis = fs.open(new org.apache.hadoop.fs.Path(f.toString()));
return new DistributedDataInputStream(fdis);
}
@Override
public FSDataOutputStream create(final Path f, final boolean overwrite, final int bufferSize,
final short replication, final long blockSize)
throws IOException
{
final org.apache.hadoop.fs.FSDataOutputStream fdos = this.fs.create(
new org.apache.hadoop.fs.Path(f.toString()), overwrite, bufferSize, replication, blockSize);
return new DistributedDataOutputStream(fdos);
}
@Override
public FSDataOutputStream create(final Path f, final boolean overwrite) throws IOException {
final org.apache.hadoop.fs.FSDataOutputStream fdos = this.fs
.create(new org.apache.hadoop.fs.Path(f.toString()), overwrite);
return new DistributedDataOutputStream(fdos);
}
@Override
public boolean delete(final Path f, final boolean recursive) throws IOException {
return this.fs.delete(new org.apache.hadoop.fs.Path(f.toString()), recursive);
}
@Override
public FileStatus[] listStatus(final Path f) throws IOException {
final org.apache.hadoop.fs.FileStatus[] hadoopFiles = this.fs.listStatus(new org.apache.hadoop.fs.Path(f.toString()));
final FileStatus[] files = new FileStatus[hadoopFiles.length];
// Convert types
for (int i = 0; i < files.length; i++) {
files[i] = new DistributedFileStatus(hadoopFiles[i]);
}
return files;
}
@Override
public boolean mkdirs(final Path f) throws IOException {
return this.fs.mkdirs(new org.apache.hadoop.fs.Path(f.toString()));
}
@Override
public boolean rename(final Path src, final Path dst) throws IOException {
return this.fs.rename(new org.apache.hadoop.fs.Path(src.toString()),
new org.apache.hadoop.fs.Path(dst.toString()));
}
@SuppressWarnings("deprecation")
@Override
public long getDefaultBlockSize() {
return this.fs.getDefaultBlockSize();
}
@Override
public boolean isDistributedFS() {
return true;
}
}
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