org.apache.parquet.column.values.delta.DeltaBinaryPackingValuesWriter Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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 org.apache.parquet.column.values.delta;
import org.apache.parquet.bytes.ByteBufferAllocator;
import org.apache.parquet.bytes.BytesUtils;
import org.apache.parquet.bytes.CapacityByteArrayOutputStream;
import org.apache.parquet.column.Encoding;
import org.apache.parquet.column.values.ValuesWriter;
import org.apache.parquet.io.ParquetEncodingException;
import java.io.IOException;
/**
* Write integers with delta encoding and binary packing
* The format is as follows:
*
* {@code
* delta-binary-packing: *
* page-header :=
* block :=
*
* min delta : zig-zag var int encoded
* bitWidthsOfMiniBlock : 1 byte little endian
* blockSizeInValues,blockSizeInValues,totalValueCount,firstValue : unsigned varint
* }
*
*
* The algorithm and format is inspired by D. Lemire's paper: http://lemire.me/blog/archives/2012/09/12/fast-integer-compression-decoding-billions-of-integers-per-second/
*/
public abstract class DeltaBinaryPackingValuesWriter extends ValuesWriter {
public static final int DEFAULT_NUM_BLOCK_VALUES = 128;
public static final int DEFAULT_NUM_MINIBLOCKS = 4;
protected final CapacityByteArrayOutputStream baos;
/**
* stores blockSizeInValues, miniBlockNumInABlock and miniBlockSizeInValues
*/
protected final DeltaBinaryPackingConfig config;
/**
* bit width for each mini block, reused between flushes
*/
protected final int[] bitWidths;
protected int totalValueCount = 0;
/**
* a pointer to deltaBlockBuffer indicating the end of deltaBlockBuffer
* the number of values in the deltaBlockBuffer that haven't flushed to baos
* it will be reset after each flush
*/
protected int deltaValuesToFlush = 0;
/**
* bytes buffer for a mini block, it is reused for each mini block.
* Therefore the size of biggest miniblock with bitwith of MAX_BITWITH is allocated
*/
protected byte[] miniBlockByteBuffer;
// TODO: remove this.
public DeltaBinaryPackingValuesWriter(int slabSize, int pageSize, ByteBufferAllocator allocator) {
this(DEFAULT_NUM_BLOCK_VALUES, DEFAULT_NUM_MINIBLOCKS, slabSize, pageSize, allocator);
}
public DeltaBinaryPackingValuesWriter(int blockSizeInValues, int miniBlockNum, int slabSize, int pageSize, ByteBufferAllocator allocator) {
this.config = new DeltaBinaryPackingConfig(blockSizeInValues, miniBlockNum);
bitWidths = new int[config.miniBlockNumInABlock];
baos = new CapacityByteArrayOutputStream(slabSize, pageSize, allocator);
}
@Override
public long getBufferedSize() {
return baos.size();
}
protected void writeBitWidthForMiniBlock(int i) {
try {
BytesUtils.writeIntLittleEndianOnOneByte(baos, bitWidths[i]);
} catch (IOException e) {
throw new ParquetEncodingException("can not write bitwith for miniblock", e);
}
}
protected int getMiniBlockCountToFlush(double numberCount) {
return (int) Math.ceil(numberCount / config.miniBlockSizeInValues);
}
@Override
public Encoding getEncoding() {
return Encoding.DELTA_BINARY_PACKED;
}
@Override
public void reset() {
this.totalValueCount = 0;
this.baos.reset();
this.deltaValuesToFlush = 0;
}
@Override
public void close() {
this.totalValueCount = 0;
this.baos.close();
this.deltaValuesToFlush = 0;
}
@Override
public long getAllocatedSize() {
return baos.getCapacity();
}
@Override
public String memUsageString(String prefix) {
return String.format("%s DeltaBinaryPacking %d bytes", prefix, getAllocatedSize());
}
}