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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.
*/
#include <string.h>
#include <algorithm>
#include <iostream>
#include <utility>
#include "ByteRLE.hh"
#include "Utils.hh"
#include "orc/Exceptions.hh"
namespace orc {
const int MINIMUM_REPEAT = 3;
const int MAXIMUM_REPEAT = 127 + MINIMUM_REPEAT;
const int MAX_LITERAL_SIZE = 128;
ByteRleEncoder::~ByteRleEncoder() {
// PASS
}
class ByteRleEncoderImpl : public ByteRleEncoder {
public:
ByteRleEncoderImpl(std::unique_ptr<BufferedOutputStream> output);
virtual ~ByteRleEncoderImpl() override;
/**
* Encode the next batch of values.
* @param data to be encoded
* @param numValues the number of values to be encoded
* @param notNull If the pointer is null, all values are read. If the
* pointer is not null, positions that are false are skipped.
*/
virtual void add(const char* data, uint64_t numValues, const char* notNull) override;
/**
* Get size of buffer used so far.
*/
virtual uint64_t getBufferSize() const override;
/**
* Flush underlying BufferedOutputStream.
*/
virtual uint64_t flush() override;
virtual void recordPosition(PositionRecorder* recorder) const override;
virtual void suppress() override;
/**
* Reset to initial state
*/
void reset();
protected:
std::unique_ptr<BufferedOutputStream> outputStream;
char* literals;
int numLiterals;
bool repeat;
int tailRunLength;
int bufferPosition;
int bufferLength;
char* buffer;
void writeByte(char c);
void writeValues();
void write(char c);
};
ByteRleEncoderImpl::ByteRleEncoderImpl(std::unique_ptr<BufferedOutputStream> output)
: outputStream(std::move(output)) {
literals = new char[MAX_LITERAL_SIZE];
reset();
}
ByteRleEncoderImpl::~ByteRleEncoderImpl() {
// PASS
delete[] literals;
}
void ByteRleEncoderImpl::writeByte(char c) {
if (bufferPosition == bufferLength) {
int addedSize = 0;
if (!outputStream->Next(reinterpret_cast<void**>(&buffer), &addedSize)) {
throw std::bad_alloc();
}
bufferPosition = 0;
bufferLength = addedSize;
}
buffer[bufferPosition++] = c;
}
void ByteRleEncoderImpl::add(const char* data, uint64_t numValues, const char* notNull) {
for (uint64_t i = 0; i < numValues; ++i) {
if (!notNull || notNull[i]) {
write(data[i]);
}
}
}
void ByteRleEncoderImpl::writeValues() {
if (numLiterals != 0) {
if (repeat) {
writeByte(static_cast<char>(numLiterals - static_cast<int>(MINIMUM_REPEAT)));
writeByte(literals[0]);
} else {
writeByte(static_cast<char>(-numLiterals));
for (int i = 0; i < numLiterals; ++i) {
writeByte(literals[i]);
}
}
repeat = false;
tailRunLength = 0;
numLiterals = 0;
}
}
uint64_t ByteRleEncoderImpl::flush() {
writeValues();
outputStream->BackUp(bufferLength - bufferPosition);
uint64_t dataSize = outputStream->flush();
bufferLength = bufferPosition = 0;
return dataSize;
}
void ByteRleEncoderImpl::write(char value) {
if (numLiterals == 0) {
literals[numLiterals++] = value;
tailRunLength = 1;
} else if (repeat) {
if (value == literals[0]) {
numLiterals += 1;
if (numLiterals == MAXIMUM_REPEAT) {
writeValues();
}
} else {
writeValues();
literals[numLiterals++] = value;
tailRunLength = 1;
}
} else {
if (value == literals[numLiterals - 1]) {
tailRunLength += 1;
} else {
tailRunLength = 1;
}
if (tailRunLength == MINIMUM_REPEAT) {
if (numLiterals + 1 == MINIMUM_REPEAT) {
repeat = true;
numLiterals += 1;
} else {
numLiterals -= static_cast<int>(MINIMUM_REPEAT - 1);
writeValues();
literals[0] = value;
repeat = true;
numLiterals = MINIMUM_REPEAT;
}
} else {
literals[numLiterals++] = value;
if (numLiterals == MAX_LITERAL_SIZE) {
writeValues();
}
}
}
}
uint64_t ByteRleEncoderImpl::getBufferSize() const {
return outputStream->getSize();
}
void ByteRleEncoderImpl::recordPosition(PositionRecorder* recorder) const {
uint64_t flushedSize = outputStream->getSize();
uint64_t unflushedSize = static_cast<uint64_t>(bufferPosition);
if (outputStream->isCompressed()) {
// start of the compression chunk in the stream
recorder->add(flushedSize);
// number of decompressed bytes that need to be consumed
recorder->add(unflushedSize);
} else {
flushedSize -= static_cast<uint64_t>(bufferLength);
// byte offset of the RLE run’s start location
recorder->add(flushedSize + unflushedSize);
}
recorder->add(static_cast<uint64_t>(numLiterals));
}
void ByteRleEncoderImpl::reset() {
numLiterals = 0;
tailRunLength = 0;
repeat = false;
bufferPosition = 0;
bufferLength = 0;
buffer = nullptr;
}
void ByteRleEncoderImpl::suppress() {
// written data can be just ignored because they are only flushed in memory
outputStream->suppress();
reset();
}
std::unique_ptr<ByteRleEncoder> createByteRleEncoder(
std::unique_ptr<BufferedOutputStream> output) {
return std::make_unique<ByteRleEncoderImpl>(std::move(output));
}
class BooleanRleEncoderImpl : public ByteRleEncoderImpl {
public:
BooleanRleEncoderImpl(std::unique_ptr<BufferedOutputStream> output);
virtual ~BooleanRleEncoderImpl() override;
/**
* Encode the next batch of values
* @param data to be encoded
* @param numValues the number of values to be encoded
* @param notNull If the pointer is null, all values are read. If the
* pointer is not null, positions that are false are skipped.
*/
virtual void add(const char* data, uint64_t numValues, const char* notNull) override;
/**
* Flushing underlying BufferedOutputStream
*/
virtual uint64_t flush() override;
virtual void recordPosition(PositionRecorder* recorder) const override;
virtual void suppress() override;
private:
int bitsRemained;
char current;
};
BooleanRleEncoderImpl::BooleanRleEncoderImpl(std::unique_ptr<BufferedOutputStream> output)
: ByteRleEncoderImpl(std::move(output)) {
bitsRemained = 8;
current = static_cast<char>(0);
}
BooleanRleEncoderImpl::~BooleanRleEncoderImpl() {
// PASS
}
void BooleanRleEncoderImpl::add(const char* data, uint64_t numValues, const char* notNull) {
for (uint64_t i = 0; i < numValues; ++i) {
if (bitsRemained == 0) {
write(current);
current = static_cast<char>(0);
bitsRemained = 8;
}
if (!notNull || notNull[i]) {
if (!data || data[i]) {
current = static_cast<char>(current | (0x80 >> (8 - bitsRemained)));
}
--bitsRemained;
}
}
if (bitsRemained == 0) {
write(current);
current = static_cast<char>(0);
bitsRemained = 8;
}
}
uint64_t BooleanRleEncoderImpl::flush() {
if (bitsRemained != 8) {
write(current);
}
bitsRemained = 8;
current = static_cast<char>(0);
return ByteRleEncoderImpl::flush();
}
void BooleanRleEncoderImpl::recordPosition(PositionRecorder* recorder) const {
ByteRleEncoderImpl::recordPosition(recorder);
recorder->add(static_cast<uint64_t>(8 - bitsRemained));
}
void BooleanRleEncoderImpl::suppress() {
ByteRleEncoderImpl::suppress();
bitsRemained = 8;
current = static_cast<char>(0);
}
std::unique_ptr<ByteRleEncoder> createBooleanRleEncoder(
std::unique_ptr<BufferedOutputStream> output) {
BooleanRleEncoderImpl* encoder = new BooleanRleEncoderImpl(std::move(output));
return std::unique_ptr<ByteRleEncoder>(reinterpret_cast<ByteRleEncoder*>(encoder));
}
ByteRleDecoder::~ByteRleDecoder() {
// PASS
}
class ByteRleDecoderImpl : public ByteRleDecoder {
public:
ByteRleDecoderImpl(std::unique_ptr<SeekableInputStream> input, ReaderMetrics* metrics);
~ByteRleDecoderImpl() override;
/**
* Seek to a particular spot.
*/
virtual void seek(PositionProvider&) override;
/**
* Seek over a given number of values.
*/
virtual void skip(uint64_t numValues) override;
/**
* Read a number of values into the batch.
*/
virtual void next(char* data, uint64_t numValues, char* notNull) override;
protected:
void nextInternal(char* data, uint64_t numValues, char* notNull);
inline void nextBuffer();
inline signed char readByte();
inline void readHeader();
inline void reset();
std::unique_ptr<SeekableInputStream> inputStream;
size_t remainingValues;
char value;
const char* bufferStart;
const char* bufferEnd;
bool repeating;
ReaderMetrics* metrics;
};
void ByteRleDecoderImpl::nextBuffer() {
SCOPED_MINUS_STOPWATCH(metrics, ByteDecodingLatencyUs);
int bufferLength;
const void* bufferPointer;
bool result = inputStream->Next(&bufferPointer, &bufferLength);
if (!result) {
throw ParseError("bad read in nextBuffer");
}
bufferStart = static_cast<const char*>(bufferPointer);
bufferEnd = bufferStart + bufferLength;
}
signed char ByteRleDecoderImpl::readByte() {
if (bufferStart == bufferEnd) {
nextBuffer();
}
return static_cast<signed char>(*(bufferStart++));
}
void ByteRleDecoderImpl::readHeader() {
signed char ch = readByte();
if (ch < 0) {
remainingValues = static_cast<size_t>(-ch);
repeating = false;
} else {
remainingValues = static_cast<size_t>(ch) + MINIMUM_REPEAT;
repeating = true;
value = static_cast<char>(readByte());
}
}
void ByteRleDecoderImpl::reset() {
repeating = false;
remainingValues = 0;
value = 0;
bufferStart = nullptr;
bufferEnd = nullptr;
}
ByteRleDecoderImpl::ByteRleDecoderImpl(std::unique_ptr<SeekableInputStream> input,
ReaderMetrics* _metrics)
: metrics(_metrics) {
inputStream = std::move(input);
reset();
}
ByteRleDecoderImpl::~ByteRleDecoderImpl() {
// PASS
}
void ByteRleDecoderImpl::seek(PositionProvider& location) {
// move the input stream
inputStream->seek(location);
// reset the decoder status and lazily call readHeader()
reset();
// skip ahead the given number of records
ByteRleDecoderImpl::skip(location.next());
}
void ByteRleDecoderImpl::skip(uint64_t numValues) {
SCOPED_STOPWATCH(metrics, ByteDecodingLatencyUs, ByteDecodingCall);
while (numValues > 0) {
if (remainingValues == 0) {
readHeader();
}
size_t count = std::min(static_cast<size_t>(numValues), remainingValues);
remainingValues -= count;
numValues -= count;
// for literals we need to skip over count bytes, which may involve
// reading from the underlying stream
if (!repeating) {
size_t consumedBytes = count;
while (consumedBytes > 0) {
if (bufferStart == bufferEnd) {
nextBuffer();
}
size_t skipSize = std::min(static_cast<size_t>(consumedBytes),
static_cast<size_t>(bufferEnd - bufferStart));
bufferStart += skipSize;
consumedBytes -= skipSize;
}
}
}
}
void ByteRleDecoderImpl::next(char* data, uint64_t numValues, char* notNull) {
SCOPED_STOPWATCH(metrics, ByteDecodingLatencyUs, ByteDecodingCall);
nextInternal(data, numValues, notNull);
}
void ByteRleDecoderImpl::nextInternal(char* data, uint64_t numValues, char* notNull) {
uint64_t position = 0;
// skip over null values
while (notNull && position < numValues && !notNull[position]) {
position += 1;
}
while (position < numValues) {
// if we are out of values, read more
if (remainingValues == 0) {
readHeader();
}
// how many do we read out of this block?
size_t count = std::min(static_cast<size_t>(numValues - position), remainingValues);
uint64_t consumed = 0;
if (repeating) {
if (notNull) {
for (uint64_t i = 0; i < count; ++i) {
if (notNull[position + i]) {
data[position + i] = value;
consumed += 1;
}
}
} else {
memset(data + position, value, count);
consumed = count;
}
} else {
if (notNull) {
for (uint64_t i = 0; i < count; ++i) {
if (notNull[position + i]) {
data[position + i] = static_cast<char>(readByte());
consumed += 1;
}
}
} else {
uint64_t i = 0;
while (i < count) {
if (bufferStart == bufferEnd) {
nextBuffer();
}
uint64_t copyBytes = std::min(static_cast<uint64_t>(count - i),
static_cast<uint64_t>(bufferEnd - bufferStart));
memcpy(data + position + i, bufferStart, copyBytes);
bufferStart += copyBytes;
i += copyBytes;
}
consumed = count;
}
}
remainingValues -= consumed;
position += count;
// skip over any null values
while (notNull && position < numValues && !notNull[position]) {
position += 1;
}
}
}
std::unique_ptr<ByteRleDecoder> createByteRleDecoder(std::unique_ptr<SeekableInputStream> input,
ReaderMetrics* metrics) {
return std::make_unique<ByteRleDecoderImpl>(std::move(input), metrics);
}
class BooleanRleDecoderImpl : public ByteRleDecoderImpl {
public:
BooleanRleDecoderImpl(std::unique_ptr<SeekableInputStream> input, ReaderMetrics* metrics);
~BooleanRleDecoderImpl() override;
/**
* Seek to a particular spot.
*/
virtual void seek(PositionProvider&) override;
/**
* Seek over a given number of values.
*/
virtual void skip(uint64_t numValues) override;
/**
* Read a number of values into the batch.
*/
virtual void next(char* data, uint64_t numValues, char* notNull) override;
protected:
size_t remainingBits;
char lastByte;
};
BooleanRleDecoderImpl::BooleanRleDecoderImpl(std::unique_ptr<SeekableInputStream> input,
ReaderMetrics* _metrics)
: ByteRleDecoderImpl(std::move(input), _metrics) {
remainingBits = 0;
lastByte = 0;
}
BooleanRleDecoderImpl::~BooleanRleDecoderImpl() {
// PASS
}
void BooleanRleDecoderImpl::seek(PositionProvider& location) {
ByteRleDecoderImpl::seek(location);
uint64_t consumed = location.next();
remainingBits = 0;
if (consumed > 8) {
throw ParseError("bad position");
}
if (consumed != 0) {
remainingBits = 8 - consumed;
ByteRleDecoderImpl::next(&lastByte, 1, nullptr);
}
}
void BooleanRleDecoderImpl::skip(uint64_t numValues) {
if (numValues <= remainingBits) {
remainingBits -= numValues;
} else {
numValues -= remainingBits;
uint64_t bytesSkipped = numValues / 8;
ByteRleDecoderImpl::skip(bytesSkipped);
if (numValues % 8 != 0) {
ByteRleDecoderImpl::next(&lastByte, 1, nullptr);
remainingBits = 8 - (numValues % 8);
} else {
remainingBits = 0;
}
}
}
void BooleanRleDecoderImpl::next(char* data, uint64_t numValues, char* notNull) {
SCOPED_STOPWATCH(metrics, ByteDecodingLatencyUs, ByteDecodingCall);
// next spot to fill in
uint64_t position = 0;
// use up any remaining bits
if (notNull) {
while (remainingBits > 0 && position < numValues) {
if (notNull[position]) {
remainingBits -= 1;
data[position] = (static_cast<unsigned char>(lastByte) >> remainingBits) & 0x1;
} else {
data[position] = 0;
}
position += 1;
}
} else {
while (remainingBits > 0 && position < numValues) {
remainingBits -= 1;
data[position++] = (static_cast<unsigned char>(lastByte) >> remainingBits) & 0x1;
}
}
// count the number of nonNulls remaining
uint64_t nonNulls = numValues - position;
if (notNull) {
for (uint64_t i = position; i < numValues; ++i) {
if (!notNull[i]) {
nonNulls -= 1;
}
}
}
// fill in the remaining values
if (nonNulls == 0) {
while (position < numValues) {
data[position++] = 0;
}
} else if (position < numValues) {
// read the new bytes into the array
uint64_t bytesRead = (nonNulls + 7) / 8;
ByteRleDecoderImpl::nextInternal(data + position, bytesRead, nullptr);
lastByte = data[position + bytesRead - 1];
remainingBits = bytesRead * 8 - nonNulls;
// expand the array backwards so that we don't clobber the data
uint64_t bitsLeft = bytesRead * 8 - remainingBits;
if (notNull) {
for (int64_t i = static_cast<int64_t>(numValues) - 1; i >= static_cast<int64_t>(position);
--i) {
if (notNull[i]) {
uint64_t shiftPosn = (-bitsLeft) % 8;
data[i] = (data[position + (bitsLeft - 1) / 8] >> shiftPosn) & 0x1;
bitsLeft -= 1;
} else {
data[i] = 0;
}
}
} else {
for (int64_t i = static_cast<int64_t>(numValues) - 1; i >= static_cast<int64_t>(position);
--i, --bitsLeft) {
uint64_t shiftPosn = (-bitsLeft) % 8;
data[i] = (data[position + (bitsLeft - 1) / 8] >> shiftPosn) & 0x1;
}
}
}
}
std::unique_ptr<ByteRleDecoder> createBooleanRleDecoder(
std::unique_ptr<SeekableInputStream> input, ReaderMetrics* metrics) {
return std::make_unique<BooleanRleDecoderImpl>(std::move(input), metrics);
}
} // namespace orc
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