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CacheFriendlyOperations.cpp
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392 lines (361 loc) · 19.5 KB
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#include "CacheFriendlyOperations.h"
#include "Util.h"
#include <cmath>
template<unsigned int BINSIZE>
CacheFriendlyOperations<BINSIZE>::CacheFriendlyOperations(size_t maxElement, size_t initBinSize) {
// find nearest upper power of 2^(x)
size_t size = pow(2, ceil(log(maxElement)/log(2)));
size = std::max(size >> MASK_0_5_BIT, (size_t) 1); // space needed in bit array
duplicateBitArraySize = size;
duplicateBitArray = new(std::nothrow) unsigned char[size];
Util::checkAllocation(duplicateBitArray, "Cannot allocate duplicateBitArray memory in CacheFriendlyOperations");
memset(duplicateBitArray, 0, duplicateBitArraySize * sizeof(unsigned char));
// find nearest upper power of 2^(x)
initBinSize = pow(2, ceil(log(initBinSize)/log(2)));
binSize = initBinSize;
tmpElementBuffer = new(std::nothrow) TmpResult[binSize];
Util::checkAllocation(tmpElementBuffer, "Cannot allocate tmpElementBuffer memory in CacheFriendlyOperations");
bins = new(std::nothrow) CounterResult*[BINCOUNT];
Util::checkAllocation(bins, "Cannot allocate bins memory in CacheFriendlyOperations");
binDataFrame = new(std::nothrow) CounterResult[BINCOUNT * binSize];
Util::checkAllocation(binDataFrame, "Cannot allocate binDataFrame memory in CacheFriendlyOperations");
}
template<unsigned int BINSIZE>
CacheFriendlyOperations<BINSIZE>::~CacheFriendlyOperations(){
delete[] duplicateBitArray;
delete[] binDataFrame;
delete[] tmpElementBuffer;
delete[] bins;
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::findDuplicates(IndexEntryLocal **input, CounterResult *output,
size_t outputSize, unsigned short indexFrom, unsigned short indexTo, bool computeTotalScore) {
do {
setupBinPointer();
CounterResult *lastPosition = (binDataFrame + BINCOUNT * binSize) - 1;
for (unsigned int i = indexFrom; i <= indexTo; ++i) {
const size_t N = input[i + 1] - input[i];
hashIndexEntry(i, input[i], N, lastPosition);
}
} while (checkForOverflowAndResizeArray(true) == true); // overflowed occurred
return findDuplicates(output, outputSize, computeTotalScore);
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::mergeElementsByScore(CounterResult *inputOutputArray, const size_t N) {
do {
setupBinPointer();
hashElements(inputOutputArray, N);
} while(checkForOverflowAndResizeArray(false) == true); // overflowed occurred
return mergeScoreDuplicates(inputOutputArray);
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::mergeElementsByDiagonal(CounterResult *inputOutputArray, const size_t N, const bool keepScoredHits) {
do {
setupBinPointer();
hashElements(inputOutputArray, N);
} while(checkForOverflowAndResizeArray(false) == true); // overflowed occurred
if(keepScoredHits){
return mergeDiagonalKeepScoredHitsDuplicates(inputOutputArray);
}else{
return mergeDiagonalDuplicates(inputOutputArray);
}
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::keepMaxScoreElementOnly(CounterResult *inputOutputArray, const size_t N) {
do {
setupBinPointer();
hashElements(inputOutputArray, N);
} while (checkForOverflowAndResizeArray(false) == true); // overflowed occurred
return keepMaxElement(inputOutputArray);
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::mergeDiagonalDuplicates(CounterResult *output) {
size_t doubleElementCount = 0;
const CounterResult *bin_ref_pointer = binDataFrame;
// duplicateBitArray is already zero'd from findDuplicates
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t currBinSize = (bins[bin] - binStartPos);
size_t n = currBinSize - 1;
// write diagonals + 1 in reverse order in the byte array
while (n != static_cast<size_t>(-1)) {
const unsigned int element = binStartPos[n].id >> (MASK_0_5_BIT);
duplicateBitArray[element] = static_cast<unsigned char>(binStartPos[n].diagonal) + 1;
--n;
}
// combine diagonals
// we keep only the last diagonal element
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult &element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
output[doubleElementCount].id = element.id;
output[doubleElementCount].count = element.count;
output[doubleElementCount].diagonal = element.diagonal;
// std::cout << output[doubleElementCount].id << " " << (int)output[doubleElementCount].count << " " << (int)static_cast<unsigned char>(output[doubleElementCount].diagonal) << std::endl;
// memory overflow can not happen since input array = output array
doubleElementCount += (duplicateBitArray[hashBinElement] != static_cast<unsigned char>(binStartPos[n].diagonal)) ? 1 : 0;
duplicateBitArray[hashBinElement] = static_cast<unsigned char>(element.diagonal);
}
}
return doubleElementCount;
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::mergeDiagonalKeepScoredHitsDuplicates(CounterResult *output) {
size_t doubleElementCount = 0;
const CounterResult *bin_ref_pointer = binDataFrame;
// duplicateBitArray is already zero'd from findDuplicates
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t currBinSize = (bins[bin] - binStartPos);
// write diagonals + 1 in reverse order in the byte array
for (size_t n = 0; n < currBinSize; n++) {
const unsigned int element = binStartPos[n].id >> (MASK_0_5_BIT);
duplicateBitArray[element] = static_cast<unsigned char>(binStartPos[n].diagonal) + 1;
}
// combine diagonals
// we keep only the last diagonal element
size_t n = currBinSize - 1;
while (n != static_cast<size_t>(-1)) {
const CounterResult &element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
output[doubleElementCount].id = element.id;
output[doubleElementCount].count = element.count;
output[doubleElementCount].diagonal = element.diagonal;
// std::cout << output[doubleElementCount].id << " " << (int)output[doubleElementCount].count << " " << (int)static_cast<unsigned char>(output[doubleElementCount].diagonal) << std::endl;
// memory overflow can not happen since input array = output array
doubleElementCount += (output[doubleElementCount].count != 0 || duplicateBitArray[hashBinElement] != static_cast<unsigned char>(binStartPos[n].diagonal)) ? 1 : 0;
duplicateBitArray[hashBinElement] = static_cast<unsigned char>(element.diagonal);
--n;
}
}
return doubleElementCount;
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::mergeScoreDuplicates(CounterResult *output) {
size_t doubleElementCount = 0;
const CounterResult *bin_ref_pointer = binDataFrame;
// duplicateBitArray is already zero'd from findDuplicates
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t currBinSize = (bins[bin] - binStartPos);
// merge double hits
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult &element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
const unsigned char currScore = element.count;
const unsigned char dbScore = duplicateBitArray[hashBinElement];
const unsigned char newScore = (currScore > 0xFF - dbScore) ? 0xFF : dbScore + currScore;
duplicateBitArray[hashBinElement] = newScore;
}
// extract final scores and set dubplicateBitArray to 0
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
output[doubleElementCount].id = element.id;
output[doubleElementCount].count = duplicateBitArray[hashBinElement];
output[doubleElementCount].diagonal = element.diagonal;
// memory overflow can not happen since input array = output array
doubleElementCount += (UNLIKELY(duplicateBitArray[hashBinElement] != 0 ) ) ? 1 : 0;
duplicateBitArray[hashBinElement] = static_cast<unsigned char>(binStartPos[n].diagonal);
}
}
return doubleElementCount;
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::findDuplicates(CounterResult *output, size_t outputSize, bool computeTotalScore) {
memset(duplicateBitArray, 0, duplicateBitArraySize * sizeof(unsigned char));
size_t doubleElementCount = 0;
const CounterResult *bin_ref_pointer = binDataFrame;
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t currBinSize = (bins[bin] - binStartPos);
size_t elementCount = 0;
// find duplicates
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
//const unsigned int byteArrayPos = hashBinElement >> 3; // equal to hashBinElement / 8
//const unsigned char bitPosMask = 1 << (hashBinElement & 7); // 7 = 00000111
// check if duplicate element was found before
const unsigned char currDiagonal = element.diagonal;
//currDiagonal = (currDiagonal == 0) ? 200 : currDiagonal;
const unsigned char prevDiagonal = duplicateBitArray[hashBinElement];
tmpElementBuffer[elementCount].id = element.id;
tmpElementBuffer[elementCount].diagonal = element.diagonal;
elementCount += (UNLIKELY(currDiagonal == prevDiagonal)) ? 1 : 0;
// set element corresponding bit in byte
duplicateBitArray[hashBinElement] = currDiagonal;
}
// check for overflow
if (doubleElementCount + elementCount >= outputSize) {
return doubleElementCount;
}
// set memory to zero
if (computeTotalScore) {
for (size_t n = 0; n < elementCount; n++) {
const unsigned int element = tmpElementBuffer[n].id >> (MASK_0_5_BIT);
duplicateBitArray[element] = 0;
}
// sum up score
for (size_t n = 0; n < elementCount; n++) {
const unsigned int element = tmpElementBuffer[n].id >> (MASK_0_5_BIT);
duplicateBitArray[element] += (duplicateBitArray[element] < 255) ? 1 : 0;
}
// extract results
for (size_t n = 0; n < elementCount; n++) {
const unsigned int element = tmpElementBuffer[n].id;
const unsigned int hashBinElement = element >> (MASK_0_5_BIT);
output[doubleElementCount].id = element;
output[doubleElementCount].count = duplicateBitArray[hashBinElement];
output[doubleElementCount].diagonal = tmpElementBuffer[n].diagonal;
// memory overflow can not happen since input array = output array
doubleElementCount += (duplicateBitArray[hashBinElement] != 0) ? 1 : 0;
duplicateBitArray[hashBinElement] = 0;
}
} else {
// set duplicate bit array to first diagonal + 1
// so (duplicateBitArray[hashBinElement] != tmpElementBuffer[n].diagonal) is true
size_t n = elementCount - 1;
while (n != static_cast<size_t>(-1)) {
const unsigned int element = tmpElementBuffer[n].id >> (MASK_0_5_BIT);
duplicateBitArray[element] = static_cast<unsigned char>(tmpElementBuffer[n].diagonal) + 1;
--n;
}
// extract results
for (size_t n = 0; n < elementCount; n++) {
const unsigned int element = tmpElementBuffer[n].id;
const unsigned int hashBinElement = element >> (MASK_0_5_BIT);
output[doubleElementCount].id = element;
output[doubleElementCount].count = 0;
output[doubleElementCount].diagonal = tmpElementBuffer[n].diagonal;
// const unsigned char diagonal = static_cast<unsigned char>(tmpElementBuffer[n].diagonal);
// memory overflow can not happen since input array = output array
// if(duplicateBitArray[hashBinElement] != tmpElementBuffer[n].diagonal){
// std::cout << "seq="<< output[doubleElementCount].id << "\tDiag=" << (int) output[doubleElementCount].diagonal
// << " dup.Array=" << (int)duplicateBitArray[hashBinElement] << " tmp.Arr="<< (int)tmpElementBuffer[n].diagonal << std::endl;
// }
doubleElementCount += (duplicateBitArray[hashBinElement] != static_cast<unsigned char>(tmpElementBuffer[n].diagonal)) ? 1 : 0;
duplicateBitArray[hashBinElement] = static_cast<unsigned char>(tmpElementBuffer[n].diagonal);
}
}
// clean memory faster if current bin size is smaller duplicateBitArraySize
if (currBinSize < duplicateBitArraySize/16) {
for (size_t n = 0; n < currBinSize; n++) {
const unsigned int byteArrayPos = binStartPos[n].id >> (MASK_0_5_BIT);
duplicateBitArray[byteArrayPos] = 0;
}
} else {
memset(duplicateBitArray, 0, duplicateBitArraySize * sizeof(unsigned char));
}
}
return doubleElementCount;
}
template<unsigned int BINSIZE>
bool CacheFriendlyOperations<BINSIZE>::checkForOverflowAndResizeArray(bool includeTmpResult) {
const CounterResult *bin_ref_pointer = binDataFrame;
CounterResult *lastPosition = (binDataFrame + BINCOUNT * binSize) - 1;
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t n = (bins[bin] - binStartPos);
// if one bin has more elements than BIN_SIZE
// or the current bin pointer is at the end of the binDataFrame
// reallocate memory
if (n > binSize || bins[bin] >= lastPosition) {
// overflow detected
// find nearest upper power of 2^(x)
// std::cout << "Found overlow " << n << std::endl;
binSize = pow(2, ceil(log(binSize + 1)/log(2)));
delete[] binDataFrame;
binDataFrame = new(std::nothrow) CounterResult[BINCOUNT * binSize];
Util::checkAllocation(binDataFrame, "Cannot reallocate reallocBinMemory in CacheFriendlyOperations");
memset(binDataFrame, 0, sizeof(CounterResult) * binSize * BINCOUNT);
if (includeTmpResult) {
delete[] tmpElementBuffer;
tmpElementBuffer = new(std::nothrow) TmpResult[binSize];
Util::checkAllocation(tmpElementBuffer, "Cannot reallocate tmpElementBuffer in CacheFriendlyOperations");
memset(tmpElementBuffer, 0, sizeof(TmpResult) * binSize);
}
return true;
}
}
return false;
}
template<unsigned int BINSIZE>
void CacheFriendlyOperations<BINSIZE>::setupBinPointer() {
// Example BINCOUNT = 3
// bin start |-----------------------|-----------------------| bin end
// segments[bin_step][0]
// segments[bin_step][1]
// segments[bin_step][2]
for (size_t bin = 0; bin < BINCOUNT; bin++) {
bins[bin] = binDataFrame + bin * binSize;
}
}
template<unsigned int BINSIZE>
void CacheFriendlyOperations<BINSIZE>::hashElements(CounterResult *inputArray, size_t N) {
CounterResult *lastPosition = (binDataFrame + BINCOUNT * binSize) - 1;
for (size_t n = 0; n < N; n++) {
const CounterResult &element = inputArray[n];
const unsigned int bin = (element.id & MASK_0_5);
bins[bin]->id = element.id;
bins[bin]->diagonal = element.diagonal;
bins[bin]->count = element.count;
// do not write over boundary of the data frame
bins[bin] += (bins[bin] >= lastPosition) ? 0 : 1;
}
}
template<unsigned int BINSIZE>
void CacheFriendlyOperations<BINSIZE>::hashIndexEntry(unsigned short position_i, IndexEntryLocal *inputArray, size_t N, CounterResult *lastPosition) {
for (size_t n = 0; n < N; n++) {
const IndexEntryLocal &element = inputArray[n];
const unsigned int bin = (element.seqId & MASK_0_5);
bins[bin]->id = element.seqId;
bins[bin]->diagonal = position_i - element.position_j;
// do not write over boundary of the data frame
//std::cout << bins[bin]->id << " " << position_i << " " << element.position_j << " " << bins[bin]->diagonal << " " << position_i - element.position_j << std::endl;
bins[bin] += (bins[bin] >= lastPosition) ? 0 : 1;
}
}
template<unsigned int BINSIZE>
size_t CacheFriendlyOperations<BINSIZE>::keepMaxElement(CounterResult *output) {
size_t doubleElementCount = 0;
const CounterResult *bin_ref_pointer = binDataFrame;
memset(duplicateBitArray, 0, duplicateBitArraySize * sizeof(unsigned char));
for (size_t bin = 0; bin < BINCOUNT; bin++) {
const CounterResult *binStartPos = (bin_ref_pointer + bin * binSize);
const size_t currBinSize = (bins[bin] - binStartPos);
// found max element and store it in duplicateBitArray
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult &element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
const unsigned char currScore = element.count;
const unsigned char dbScore = duplicateBitArray[hashBinElement];
const unsigned char maxScore = (currScore > dbScore) ? currScore : dbScore;
duplicateBitArray[hashBinElement] = maxScore;
}
// extract final scores and set duplicateBitArray to 0
for (size_t n = 0; n < currBinSize; n++) {
const CounterResult element = binStartPos[n];
const unsigned int hashBinElement = element.id >> (MASK_0_5_BIT);
output[doubleElementCount].id = element.id;
output[doubleElementCount].count = element.count;
output[doubleElementCount].diagonal = element.diagonal;
// memory overflow can not happen since input array = output array
bool found = (UNLIKELY(duplicateBitArray[hashBinElement] == element.count)) ? 1 : 0;
doubleElementCount += found;
duplicateBitArray[hashBinElement] = duplicateBitArray[hashBinElement] * (1 - found);
}
}
return doubleElementCount;
}
template class CacheFriendlyOperations<2048>;
template class CacheFriendlyOperations<1024>;
template class CacheFriendlyOperations<512>;
template class CacheFriendlyOperations<256>;
template class CacheFriendlyOperations<128>;
template class CacheFriendlyOperations<64>;
template class CacheFriendlyOperations<32>;
template class CacheFriendlyOperations<16>;
template class CacheFriendlyOperations<8>;
template class CacheFriendlyOperations<4>;
template class CacheFriendlyOperations<2>;