Java tutorial
/* * 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.cassandra.hadoop; import java.io.IOException; import java.nio.ByteBuffer; import java.util.*; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.apache.cassandra.auth.PasswordAuthenticator; import org.apache.cassandra.thrift.*; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.mapreduce.InputSplit; import org.apache.hadoop.mapreduce.RecordReader; import org.apache.hadoop.mapreduce.TaskAttemptContext; import org.apache.hadoop.mapreduce.TaskAttemptID; import org.apache.thrift.protocol.TBinaryProtocol; import org.apache.thrift.protocol.TProtocol; import org.apache.thrift.transport.TTransport; import org.apache.thrift.transport.TTransportException; /** * Hadoop InputFormat allowing map/reduce against Cassandra rows within one ColumnFamily. * * At minimum, you need to set the CF and predicate (description of columns to extract from each row) * in your Hadoop job Configuration. The ConfigHelper class is provided to make this * simple: * ConfigHelper.setInputColumnFamily * ConfigHelper.setInputSlicePredicate * * You can also configure the number of rows per InputSplit with * ConfigHelper.setInputSplitSize * This should be "as big as possible, but no bigger." Each InputSplit is read from Cassandra * with multiple get_slice_range queries, and the per-call overhead of get_slice_range is high, * so larger split sizes are better -- but if it is too large, you will run out of memory. * * The default split size is 64k rows. */ @Deprecated public class ColumnFamilyInputFormat extends AbstractColumnFamilyInputFormat<ByteBuffer, SortedMap<ByteBuffer, ColumnFamilyRecordReader.Column>> { private static final Logger logger = LoggerFactory.getLogger(ColumnFamilyInputFormat.class); @SuppressWarnings("resource") public static Cassandra.Client createAuthenticatedClient(String location, int port, Configuration conf) throws Exception { logger.debug("Creating authenticated client for CF input format"); TTransport transport; try { transport = ConfigHelper.getClientTransportFactory(conf).openTransport(location, port); } catch (Exception e) { throw new TTransportException("Failed to open a transport to " + location + ":" + port + ".", e); } TProtocol binaryProtocol = new TBinaryProtocol(transport, true, true); Cassandra.Client client = new Cassandra.Client(binaryProtocol); // log in client.set_keyspace(ConfigHelper.getInputKeyspace(conf)); if ((ConfigHelper.getInputKeyspaceUserName(conf) != null) && (ConfigHelper.getInputKeyspacePassword(conf) != null)) { Map<String, String> creds = new HashMap<String, String>(); creds.put(PasswordAuthenticator.USERNAME_KEY, ConfigHelper.getInputKeyspaceUserName(conf)); creds.put(PasswordAuthenticator.PASSWORD_KEY, ConfigHelper.getInputKeyspacePassword(conf)); AuthenticationRequest authRequest = new AuthenticationRequest(creds); client.login(authRequest); } logger.debug("Authenticated client for CF input format created successfully"); return client; } public RecordReader<ByteBuffer, SortedMap<ByteBuffer, ColumnFamilyRecordReader.Column>> createRecordReader( InputSplit inputSplit, TaskAttemptContext taskAttemptContext) throws IOException, InterruptedException { return new ColumnFamilyRecordReader(); } public org.apache.hadoop.mapred.RecordReader<ByteBuffer, SortedMap<ByteBuffer, ColumnFamilyRecordReader.Column>> getRecordReader( org.apache.hadoop.mapred.InputSplit split, JobConf jobConf, final Reporter reporter) throws IOException { TaskAttemptContext tac = HadoopCompat.newMapContext(jobConf, TaskAttemptID.forName(jobConf.get(MAPRED_TASK_ID)), null, null, null, new ReporterWrapper(reporter), null); ColumnFamilyRecordReader recordReader = new ColumnFamilyRecordReader( jobConf.getInt(CASSANDRA_HADOOP_MAX_KEY_SIZE, CASSANDRA_HADOOP_MAX_KEY_SIZE_DEFAULT)); recordReader.initialize((org.apache.hadoop.mapreduce.InputSplit) split, tac); return recordReader; } @Override protected void validateConfiguration(Configuration conf) { super.validateConfiguration(conf); if (ConfigHelper.getInputSlicePredicate(conf) == null) { throw new UnsupportedOperationException("you must set the predicate with setInputSlicePredicate"); } } }