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A framework for incrementally processing data in Hadoop
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/**
* Copyright 2013 LinkedIn, Inc
*
* 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 datafu.hourglass.avro;
import java.io.IOException;
import java.util.Date;
import org.apache.avro.file.DataFileStream;
import org.apache.avro.generic.GenericDatumReader;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.io.DatumReader;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import datafu.hourglass.fs.DateRange;
import datafu.hourglass.fs.PathUtils;
/**
* Manages the storage and retrieval of date ranges in the metadata of Avro files.
* This is used by {@link datafu.hourglass.jobs.AbstractPartitionCollapsingIncrementalJob} so that when reusing previous
* output it can determine the date range the data corresponds to.
*
* @author "Matthew Hayes"
*
*/
public class AvroDateRangeMetadata
{
public static String METADATA_DATE_START = "hourglass.date.start";
public static String METADATA_DATE_END = "hourglass.date.end";
/**
* Reads the date range from the metadata stored in an Avro file.
*
* @param fs file system to access path
* @param path path to get date range for
* @return date range
* @throws IOException
*/
public static DateRange getOutputFileDateRange(FileSystem fs, Path path) throws IOException
{
path = fs.listStatus(path, PathUtils.nonHiddenPathFilter)[0].getPath();
FSDataInputStream dataInputStream = fs.open(path);
DatumReader reader = new GenericDatumReader();
DataFileStream dataFileStream = new DataFileStream(dataInputStream, reader);
try
{
return new DateRange(new Date(Long.parseLong(dataFileStream.getMetaString(METADATA_DATE_START))),
new Date(Long.parseLong(dataFileStream.getMetaString(METADATA_DATE_END))));
}
finally
{
dataFileStream.close();
dataInputStream.close();
}
}
/**
* Updates the Hadoop configuration so that the Avro files which are written have date range
* information stored in the metadata. This should be used in conjunction with
* {@link AvroKeyValueWithMetadataRecordWriter}.
*
* @param conf configuration to store date range in
* @param dateRange date range
*/
public static void configureOutputDateRange(Configuration conf, DateRange dateRange)
{
// store the date range in the output file's metadata
conf.set(AvroKeyValueWithMetadataRecordWriter.TEXT_PREFIX + METADATA_DATE_START, Long.toString(dateRange.getBeginDate().getTime()));
conf.set(AvroKeyValueWithMetadataRecordWriter.TEXT_PREFIX + METADATA_DATE_END, Long.toString(dateRange.getEndDate().getTime()));
}
}
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