org.apache.parquet.hadoop.codec.CodecConfig Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
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*/
package org.apache.parquet.hadoop.codec;
import static org.apache.parquet.hadoop.metadata.CompressionCodecName.UNCOMPRESSED;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.parquet.hadoop.ParquetOutputFormat;
import org.apache.parquet.hadoop.metadata.CompressionCodecName;
import org.apache.parquet.hadoop.util.ContextUtil;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Template class and factory for accessing codec related configurations in different APIs(mapreduce or mapred),
* use {@link #from(org.apache.hadoop.mapred.JobConf)} for mapred API,
* use {@link #from(org.apache.hadoop.mapreduce.TaskAttemptContext)} for mapreduce API
*/
public abstract class CodecConfig {
private static final Logger LOG = LoggerFactory.getLogger(CodecConfig.class);
/**
* @return if a compress flag is set from hadoop
*/
public abstract boolean isHadoopCompressionSet();
/**
* @param defaultCodec the codec to use when codec is not set in conf
* @return codec specified in hadoop config
*/
public abstract Class getHadoopOutputCompressorClass(Class defaultCodec);
/**
* @return configuration of the job
*/
public abstract Configuration getConfiguration();
/**
* use mapred api to read codec config
*
* @param jobConf a mapred job configuration
* @return MapredCodecConfig
*/
public static CodecConfig from(JobConf jobConf) {
return new MapredCodecConfig(jobConf);
}
/**
* use mapreduce api to read codec config
*
* @param context a mapreduce task attempt context
* @return MapreduceCodecConfig
*/
public static CodecConfig from(TaskAttemptContext context) {
return new MapreduceCodecConfig(context);
}
public static boolean isParquetCompressionSet(Configuration conf) {
return conf.get(ParquetOutputFormat.COMPRESSION) != null;
}
public static CompressionCodecName getParquetCompressionCodec(Configuration configuration) {
return CompressionCodecName.fromConf(configuration.get(ParquetOutputFormat.COMPRESSION, UNCOMPRESSED.name()));
}
public CompressionCodecName getCodec() {
CompressionCodecName codec;
Configuration configuration = getConfiguration();
if (isParquetCompressionSet(configuration)) { // explicit parquet config
codec = getParquetCompressionCodec(configuration);
} else if (isHadoopCompressionSet()) { // from hadoop config
codec = getHadoopCompressionCodec();
} else {
LOG.info("Compression set to false");
codec = CompressionCodecName.UNCOMPRESSED;
}
LOG.info("Compression: {}", codec.name());
return codec;
}
private CompressionCodecName getHadoopCompressionCodec() {
CompressionCodecName codec;
try {
// find the right codec
Class> codecClass =
getHadoopOutputCompressorClass(CompressionCodecName.UNCOMPRESSED.getHadoopCompressionCodecClass());
LOG.info("Compression set through hadoop codec: {}", codecClass.getName());
codec = CompressionCodecName.fromCompressionCodec(codecClass);
} catch (CompressionCodecNotSupportedException e) {
LOG.warn(
"codec defined in hadoop config is not supported by parquet [{}] and will use UNCOMPRESSED",
e.getCodecClass().getName(),
e);
codec = CompressionCodecName.UNCOMPRESSED;
} catch (IllegalArgumentException e) {
LOG.warn("codec class not found: {}", e.getMessage(), e);
codec = CompressionCodecName.UNCOMPRESSED;
}
return codec;
}
/**
* Access codec related configurations in mapreduce API
*/
private static class MapreduceCodecConfig extends CodecConfig {
private final TaskAttemptContext context;
public MapreduceCodecConfig(TaskAttemptContext context) {
this.context = context;
}
@Override
public boolean isHadoopCompressionSet() {
return FileOutputFormat.getCompressOutput(context);
}
@Override
public Class getHadoopOutputCompressorClass(Class defaultCodec) {
return FileOutputFormat.getOutputCompressorClass(context, defaultCodec);
}
@Override
public Configuration getConfiguration() {
return ContextUtil.getConfiguration(context);
}
}
/**
* Access codec related configurations in mapred API
*/
private static class MapredCodecConfig extends CodecConfig {
private final JobConf conf;
public MapredCodecConfig(JobConf conf) {
this.conf = conf;
}
@Override
public boolean isHadoopCompressionSet() {
return org.apache.hadoop.mapred.FileOutputFormat.getCompressOutput(conf);
}
@Override
public Class getHadoopOutputCompressorClass(Class defaultCodec) {
return org.apache.hadoop.mapred.FileOutputFormat.getOutputCompressorClass(conf, defaultCodec);
}
@Override
public Configuration getConfiguration() {
return conf;
}
}
}