| package org.apache.cassandra.hadoop; |
| |
| /* |
| * |
| * 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. |
| * |
| */ |
| |
| import java.io.IOException; |
| import java.nio.ByteBuffer; |
| import java.util.HashMap; |
| import java.util.List; |
| import java.util.Map; |
| |
| import org.slf4j.Logger; |
| import org.slf4j.LoggerFactory; |
| |
| import org.apache.cassandra.auth.SimpleAuthenticator; |
| import org.apache.cassandra.hadoop.avro.Mutation; |
| import org.apache.cassandra.thrift.*; |
| import org.apache.hadoop.conf.Configuration; |
| import org.apache.hadoop.mapreduce.*; |
| import org.apache.thrift.TException; |
| import org.apache.thrift.transport.TFramedTransport; |
| import org.apache.thrift.transport.TSocket; |
| |
| /** |
| * The <code>ColumnFamilyOutputFormat</code> acts as a Hadoop-specific |
| * OutputFormat that allows reduce tasks to store keys (and corresponding |
| * values) as Cassandra rows (and respective columns) in a given |
| * ColumnFamily. |
| * |
| * <p> |
| * As is the case with the {@link ColumnFamilyInputFormat}, you need to set the |
| * Keyspace and ColumnFamily in your |
| * Hadoop job Configuration. The {@link ConfigHelper} class, through its |
| * {@link ConfigHelper#setOutputColumnFamily} method, is provided to make this |
| * simple. |
| * </p> |
| * |
| * <p> |
| * For the sake of performance, this class employs a lazy write-back caching |
| * mechanism, where its record writer batches mutations created based on the |
| * reduce's inputs (in a task-specific map), and periodically makes the changes |
| * official by sending a batch mutate request to Cassandra. |
| * </p> |
| */ |
| public class ColumnFamilyOutputFormat extends OutputFormat<ByteBuffer,List<Mutation>> |
| implements org.apache.hadoop.mapred.OutputFormat<ByteBuffer,List<Mutation>> |
| { |
| private static final Logger logger = LoggerFactory.getLogger(ColumnFamilyOutputFormat.class); |
| |
| public static final String BATCH_THRESHOLD = "mapreduce.output.columnfamilyoutputformat.batch.threshold"; |
| public static final String QUEUE_SIZE = "mapreduce.output.columnfamilyoutputformat.queue.size"; |
| |
| /** |
| * Check for validity of the output-specification for the job. |
| * |
| * @param context |
| * information about the job |
| * @throws IOException |
| * when output should not be attempted |
| */ |
| @Override |
| public void checkOutputSpecs(JobContext context) |
| { |
| checkOutputSpecs(context.getConfiguration()); |
| } |
| |
| private void checkOutputSpecs(Configuration conf) |
| { |
| if (ConfigHelper.getOutputKeyspace(conf) == null || ConfigHelper.getOutputColumnFamily(conf) == null) |
| { |
| throw new UnsupportedOperationException("you must set the keyspace and columnfamily with setColumnFamily()"); |
| } |
| } |
| |
| /** |
| * The OutputCommitter for this format does not write any data to the DFS. |
| * |
| * @param context |
| * the task context |
| * @return an output committer |
| * @throws IOException |
| * @throws InterruptedException |
| */ |
| @Override |
| public OutputCommitter getOutputCommitter(TaskAttemptContext context) throws IOException, InterruptedException |
| { |
| return new NullOutputCommitter(); |
| } |
| |
| /** Fills the deprecated OutputFormat interface for streaming. */ |
| @Deprecated |
| public void checkOutputSpecs(org.apache.hadoop.fs.FileSystem filesystem, org.apache.hadoop.mapred.JobConf job) throws IOException |
| { |
| checkOutputSpecs(job); |
| } |
| |
| /** Fills the deprecated OutputFormat interface for streaming. */ |
| @Deprecated @Override |
| public ColumnFamilyRecordWriter getRecordWriter(org.apache.hadoop.fs.FileSystem filesystem, org.apache.hadoop.mapred.JobConf job, String name, org.apache.hadoop.util.Progressable progress) throws IOException |
| { |
| return new ColumnFamilyRecordWriter(job); |
| } |
| |
| /** |
| * Get the {@link RecordWriter} for the given task. |
| * |
| * @param context |
| * the information about the current task. |
| * @return a {@link RecordWriter} to write the output for the job. |
| * @throws IOException |
| */ |
| @Override |
| public ColumnFamilyRecordWriter getRecordWriter(final TaskAttemptContext context) throws IOException, InterruptedException |
| { |
| return new ColumnFamilyRecordWriter(context); |
| } |
| |
| /** |
| * Return a client based on the given socket that points to the configured |
| * keyspace, and is logged in with the configured credentials. |
| * |
| * @param socket a socket pointing to a particular node, seed or otherwise |
| * @param conf a job configuration |
| * @return a cassandra client |
| * @throws InvalidRequestException |
| * @throws TException |
| * @throws AuthenticationException |
| * @throws AuthorizationException |
| */ |
| public static Cassandra.Client createAuthenticatedClient(TSocket socket, Configuration conf) |
| throws InvalidRequestException, TException, AuthenticationException, AuthorizationException |
| { |
| TBinaryProtocol binaryProtocol = new TBinaryProtocol(new TFramedTransport(socket)); |
| Cassandra.Client client = new Cassandra.Client(binaryProtocol); |
| socket.open(); |
| client.set_keyspace(ConfigHelper.getOutputKeyspace(conf)); |
| if (ConfigHelper.getOutputKeyspaceUserName(conf) != null) |
| { |
| Map<String, String> creds = new HashMap<String, String>(); |
| creds.put(SimpleAuthenticator.USERNAME_KEY, ConfigHelper.getOutputKeyspaceUserName(conf)); |
| creds.put(SimpleAuthenticator.PASSWORD_KEY, ConfigHelper.getOutputKeyspacePassword(conf)); |
| AuthenticationRequest authRequest = new AuthenticationRequest(creds); |
| client.login(authRequest); |
| } |
| return client; |
| } |
| |
| /** |
| * An {@link OutputCommitter} that does nothing. |
| */ |
| public static class NullOutputCommitter extends OutputCommitter |
| { |
| public void abortTask(TaskAttemptContext taskContext) { } |
| |
| public void cleanupJob(JobContext jobContext) { } |
| |
| public void commitTask(TaskAttemptContext taskContext) { } |
| |
| public boolean needsTaskCommit(TaskAttemptContext taskContext) |
| { |
| return false; |
| } |
| |
| public void setupJob(JobContext jobContext) { } |
| |
| public void setupTask(TaskAttemptContext taskContext) { } |
| } |
| } |