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A columnar file format designed for time-series data
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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.tsfile.encoding.decoder;
import org.apache.tsfile.encoding.encoder.RegularDataEncoder;
import org.apache.tsfile.file.metadata.enums.TSEncoding;
import org.apache.tsfile.utils.ReadWriteIOUtils;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.util.BitSet;
/**
* This class is a decoder for decoding the byte array that encoded by {@code RegularDataEncoder}.
* RegularDataDecoder only supports integer and long values.
* .
*
* @see RegularDataEncoder
*/
public abstract class RegularDataDecoder extends Decoder {
/** the first value in one pack. */
protected int readIntTotalCount = 0;
protected int nextReadIndex = 0;
/** data number in this pack. */
protected int packNum;
public RegularDataDecoder() {
super(TSEncoding.REGULAR);
}
protected abstract void readHeader(ByteBuffer buffer) throws IOException;
protected abstract void allocateDataArray();
protected abstract void readValue(int i);
@Override
public boolean hasNext(ByteBuffer buffer) throws IOException {
return (nextReadIndex < readIntTotalCount) || buffer.remaining() > 0;
}
public static class IntRegularDecoder extends RegularDataDecoder {
private int[] data;
private int firstValue;
private int previous;
private boolean isMissingPoint;
private BitSet bitmap;
private int bitmapIndex;
/** minimum value for all difference. */
private int minDeltaBase;
public IntRegularDecoder() {
super();
}
/**
* if there's no decoded data left, decode next pack into {@code data}.
*
* @param buffer ByteBuffer
* @return long value
*/
protected int readT(ByteBuffer buffer) {
if (nextReadIndex == readIntTotalCount) {
isMissingPoint = ReadWriteIOUtils.readBool(buffer);
if (isMissingPoint) {
readBitmap(buffer);
}
return loadIntBatch(buffer); // load first value
}
if (isMissingPoint) {
bitmapIndex++;
return loadWithBitmap(buffer);
}
return data[nextReadIndex++];
}
private void readBitmap(ByteBuffer buffer) {
int length = ReadWriteIOUtils.readInt(buffer);
byte[] byteArr = new byte[length];
buffer.get(byteArr);
bitmap = BitSet.valueOf(byteArr);
bitmapIndex = 0;
}
/**
* load the data with bitmap (when bitmap denote the element with false, load next element)
*
* @param buffer
* @return long value
*/
protected int loadWithBitmap(ByteBuffer buffer) {
while (!bitmap.get(bitmapIndex)) {
bitmapIndex++;
}
nextReadIndex = bitmapIndex - 1;
return data[nextReadIndex];
}
/**
* if remaining data has been run out, load next pack from InputStream.
*
* @param buffer ByteBuffer
* @return int value
*/
protected int loadIntBatch(ByteBuffer buffer) {
packNum = ReadWriteIOUtils.readInt(buffer);
readHeader(buffer);
allocateDataArray();
readIntTotalCount = isMissingPoint ? (packNum - 2) : (packNum - 1);
previous = firstValue;
nextReadIndex = 0;
readPack();
return firstValue;
}
private void readPack() {
for (int i = 0; i < data.length; i++) {
readValue(i);
previous = data[i];
}
}
@Override
public int readInt(ByteBuffer buffer) {
return readT(buffer);
}
@Override
protected void readHeader(ByteBuffer buffer) {
minDeltaBase = ReadWriteIOUtils.readInt(buffer);
firstValue = ReadWriteIOUtils.readInt(buffer);
}
@Override
protected void allocateDataArray() {
data = new int[packNum - 1];
}
@Override
protected void readValue(int i) {
data[i] = previous + minDeltaBase;
}
@Override
public void reset() {
// do nothing
}
}
public static class LongRegularDecoder extends RegularDataDecoder {
private long[] data;
private long firstValue;
private long previous;
private boolean isMissingPoint;
private BitSet bitmap;
private int bitmapIndex;
/** minimum value for all difference. */
private long minDeltaBase;
public LongRegularDecoder() {
super();
}
/**
* if there's no decoded data left, decode next pack into {@code data}.
*
* @param buffer ByteBuffer
* @return long value
*/
protected long readT(ByteBuffer buffer) {
if (nextReadIndex == readIntTotalCount) {
isMissingPoint = ReadWriteIOUtils.readBool(buffer);
if (isMissingPoint) {
readBitmap(buffer);
}
return loadIntBatch(buffer); // load first value
}
if (isMissingPoint) {
bitmapIndex++;
return loadWithBitmap(buffer);
}
return data[nextReadIndex++];
}
private void readBitmap(ByteBuffer buffer) {
int length = ReadWriteIOUtils.readInt(buffer);
byte[] byteArr = new byte[length];
buffer.get(byteArr);
bitmap = BitSet.valueOf(byteArr);
bitmapIndex = 0;
}
/**
* load the data with bitmap (when bitmap denote the element with false, load next element)
*
* @param buffer
* @return long value
*/
protected long loadWithBitmap(ByteBuffer buffer) {
while (!bitmap.get(bitmapIndex)) {
bitmapIndex++;
}
nextReadIndex = bitmapIndex - 1;
return data[nextReadIndex];
}
/**
* if remaining data has been run out, load next pack from InputStream.
*
* @param buffer ByteBuffer
* @return long value
*/
protected long loadIntBatch(ByteBuffer buffer) {
packNum = ReadWriteIOUtils.readInt(buffer);
readHeader(buffer);
allocateDataArray();
readIntTotalCount = isMissingPoint ? (packNum - 2) : (packNum - 1);
previous = firstValue;
nextReadIndex = 0;
readPack();
return firstValue;
}
private void readPack() {
for (int i = 0; i < data.length; i++) {
readValue(i);
previous = data[i];
}
}
@Override
public long readLong(ByteBuffer buffer) {
return readT(buffer);
}
@Override
protected void readHeader(ByteBuffer buffer) {
minDeltaBase = ReadWriteIOUtils.readLong(buffer);
firstValue = ReadWriteIOUtils.readLong(buffer);
}
@Override
protected void allocateDataArray() {
data = new long[packNum - 1];
}
@Override
protected void readValue(int i) {
data[i] = previous + minDeltaBase;
}
@Override
public void reset() {
// do nothing
}
}
}