org.apache.parquet.hadoop.codec.ZstandardCodec Maven / Gradle / Ivy
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* 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
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* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
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*/
package org.apache.parquet.hadoop.codec;
import com.github.luben.zstd.BufferPool;
import com.github.luben.zstd.NoPool;
import com.github.luben.zstd.RecyclingBufferPool;
import org.apache.hadoop.conf.Configurable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.io.compress.CompressionCodec;
import org.apache.hadoop.io.compress.CompressionInputStream;
import org.apache.hadoop.io.compress.CompressionOutputStream;
import org.apache.hadoop.io.compress.Compressor;
import org.apache.hadoop.io.compress.Decompressor;
import java.io.IOException;
import java.io.InputStream;
import java.io.OutputStream;
/**
* ZSTD compression codec for Parquet. We do not use the default hadoop
* one because it requires 1) to set up hadoop on local development machine;
* 2) to upgrade hadoop to the newer version to have ZSTD support which is
* more cumbersome than upgrading parquet version.
*
* This implementation relies on ZSTD JNI(https://github.com/luben/zstd-jni)
* which is already a dependency for Parquet. ZSTD JNI ZstdOutputStream and
* ZstdInputStream use Zstd internally. So no need to create compressor and
* decompressor in ZstandardCodec.
*/
public class ZstandardCodec implements Configurable, CompressionCodec {
public final static String PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED = "parquet.compression.codec.zstd.bufferPool.enabled";
public final static boolean DEFAULT_PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED = true;
public final static String PARQUET_COMPRESS_ZSTD_LEVEL = "parquet.compression.codec.zstd.level";
public final static int DEFAULT_PARQUET_COMPRESS_ZSTD_LEVEL = 3;
public final static String PARQUET_COMPRESS_ZSTD_WORKERS = "parquet.compression.codec.zstd.workers";
public final static int DEFAULTPARQUET_COMPRESS_ZSTD_WORKERS = 0;
private Configuration conf;
@Override
public void setConf(Configuration conf) {
this.conf = conf;
}
@Override
public Configuration getConf() {
return conf;
}
@Override
public Compressor createCompressor() {
// ZstdOutputStream calls static Zstd compressor, so no compressor is created
return null;
}
@Override
public Decompressor createDecompressor() {
// ZstdInputStream calls static Zstd decompressor, so no decompressor is created
return null;
}
@Override
public CompressionInputStream createInputStream(InputStream stream, Decompressor decompressor) throws IOException {
// Ignore decompressor because ZstdInputStream calls static Zstd decompressor
return createInputStream(stream);
}
@Override
public CompressionInputStream createInputStream(InputStream stream) throws IOException {
BufferPool pool;
if (conf.getBoolean(PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED, DEFAULT_PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED)) {
pool = RecyclingBufferPool.INSTANCE;
} else {
pool = NoPool.INSTANCE;
}
return new ZstdDecompressorStream(stream, pool);
}
@Override
public CompressionOutputStream createOutputStream(OutputStream stream, Compressor compressor) throws IOException {
// Ignore compressor because ZstdOutputStream calls static Zstd compressor
return createOutputStream(stream);
}
@Override
public CompressionOutputStream createOutputStream(OutputStream stream) throws IOException {
BufferPool pool;
if (conf.getBoolean(PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED, DEFAULT_PARQUET_COMPRESS_ZSTD_BUFFERPOOL_ENABLED)) {
pool = RecyclingBufferPool.INSTANCE;
} else {
pool = NoPool.INSTANCE;
}
return new ZstdCompressorStream(stream, pool,
conf.getInt(PARQUET_COMPRESS_ZSTD_LEVEL, DEFAULT_PARQUET_COMPRESS_ZSTD_LEVEL),
conf.getInt(PARQUET_COMPRESS_ZSTD_WORKERS, DEFAULTPARQUET_COMPRESS_ZSTD_WORKERS));
}
@Override
public Class extends Compressor> getCompressorType() {
return null;
}
@Override
public Class extends Decompressor> getDecompressorType() {
return null;
}
@Override
public String getDefaultExtension() {
return ".zstd";
}
}