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/* 
 * 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 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()); } }





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