datafu.hourglass.avro.AvroMultipleInputsKeyInputFormat Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of datafu-hourglass-incubating Show documentation

Librares that make easier to solve data problems using Hadoop and higher level languages based on it.

There is a newer version: 1.3.3

Show newest version

/**
 * 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 datafu.hourglass.avro;

import java.io.IOException;

import org.apache.avro.Schema;
import org.apache.avro.mapred.AvroKey;
import org.apache.avro.mapreduce.AvroKeyRecordReader;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;

/**
 * A MapReduce InputFormat that can handle Avro container files and multiple inputs.
 * The input schema is determine based on the split.  The mapping from input path
 * to schema is stored in the job configuration.
 *
 * Keys are AvroKey wrapper objects that contain the Avro data.  Since Avro
 * container files store only records (not key/value pairs), the value from
 * this InputFormat is a NullWritable.
 */
public class AvroMultipleInputsKeyInputFormat extends FileInputFormat, NullWritable> 
{  
  /** {@inheritDoc} */
  @Override
  public RecordReader, NullWritable> createRecordReader(
      InputSplit split, TaskAttemptContext context) throws IOException, InterruptedException 
  {    
    Schema readerSchema = AvroMultipleInputsUtil.getInputKeySchemaForSplit(context.getConfiguration(), split);
    if (readerSchema == null)
    {
      throw new RuntimeException("Could not determine input schema");
    }
    return new AvroKeyRecordReader(readerSchema);
  }
}