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519 lines (436 loc) · 17.7 KB
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#ifndef KMER_CPP_INCLUDED
#define KMER_CPP_INCLUDED
#include <cstdlib>
#include <iostream>
#include <fstream>
#include <stdio.h>
#include <string>
#include <cmath>
#include <algorithm>
#include <vector>
#include <unordered_map>
#include "kmer.h"
#include "bitarray.h"
std::string strup(const std::string& str) {
std::string ret = str;
std::transform(ret.begin(), ret.end(), ret.begin(), ::toupper);
return ret;
}
unsigned int hash32shift(unsigned int key) {
key = ~key + (key << 15);
key = key ^ (key >> 12);
key = key + (key << 2);
key = key ^ (key >> 4);
key = key * 2057;
key = key ^ (key >> 16);
return key;
}
unsigned int Hash(unsigned int kmer, unsigned int max) {
return (hash32shift(kmer) * kmer) % max;
}
void ReverseComplementKmer(char* kmer, long int kmerLength) {
std::reverse(kmer, kmer + kmerLength);
for (int i = 0; i < kmerLength; i++) {
switch (kmer[i]) {
case 'A': case 'a': kmer[i] = 'T'; break;
case 'T': case 't': kmer[i] = 'A'; break;
case 'G': case 'g': kmer[i] = 'C'; break;
case 'C': case 'c': kmer[i] = 'G'; break;
case 'N': case 'n': kmer[i] = 'N'; break;
}
}
}
long int SearchKmerHashTable(KmerHashTableHead* kmerHashTableHead, unsigned int kmer) {
long int hashIndex = Hash(kmer, kmerHashTableHead->allocationCount);
while (true) {
if (kmerHashTableHead->kmerHashNode[hashIndex].kmer == 0) {
return -1;
}
if (kmerHashTableHead->kmerHashNode[hashIndex].kmer == kmer + 1) {
return hashIndex;
} else {
hashIndex = (hashIndex + 5) % kmerHashTableHead->allocationCount;
}
}
return -1;
}
void sort(KmerReadNode* a, long int left, long int right) {
if (left >= right) {
return;
}
long int i = left;
long int j = right;
KmerReadNode pivot = a[left];
while (i < j) {
while (i < j && pivot.kmer <= a[j].kmer) {
j--;
}
if (i < j) {
a[i] = a[j];
i++;
}
while (i < j && pivot.kmer >= a[i].kmer) {
i++;
}
if (i < j) {
a[j] = a[i];
j--;
}
}
a[i] = pivot;
sort(a, left, i - 1);
sort(a, i + 1, right);
}
bool DetectSameKmer(const char* kmerf, long int kmerLength) {
for (long int i = 1; i < kmerLength; i++) {
if (kmerf[0] != kmerf[i]) {
return true;
}
}
return false;
}
KmerReadNodeHead* InitKmerReadNodeHead(const char* address, ReadSetHead* readSetHead, long int kmerLength, long int step, KmerHashTableHead* kmerHashTableHead, int frequencyCutOff) {
std::ifstream file(address);
if (!file.is_open()) {
std::cerr << address << ", does not exist!" << std::endl;
exit(EXIT_FAILURE);
}
long int arrayCount = 1000000;
std::vector<int> freArray(arrayCount, 0);
long int kmerCount = 0;
long int allKmerFrequency = 0;
std::string line;
// Prima lettura del file per calcolare frequenze e range
while (std::getline(file, line)) {
std::string kmer = line.substr(0, kmerLength);
if (!DetectSameKmer(kmer.c_str(), kmerLength)) {
continue;
}
int frequency = std::stoi(line.substr(kmerLength + 1));
if (frequency >= arrayCount - 10) {
continue;
}
freArray[frequency]++;
kmerCount++;
allKmerFrequency += frequency;
}
std::cout << "The number of kmer types: " << kmerCount << ";" << std::endl;
std::cout << "Sum of frequencies for different kmer: " << allKmerFrequency << ";" << std::endl;
float acc = 0;
long int max = 0;
for (long int i = 0; i < arrayCount; i++) {
if (freArray[i] != 0) {
acc += static_cast<float>(freArray[i] * i) / allKmerFrequency;
if (acc > 0.9 && max == 0) {
max = i;
break;
}
}
}
long int min = std::max(2L, static_cast<long int>(frequencyCutOff));
if (min > max) {
std::cerr << "min is larger than max!" << std::endl;
exit(EXIT_FAILURE);
}
std::cout << "The range of kmer frequency is: [" << min << "," << max << "];" << std::endl;
// Reinizializza variabili per la seconda lettura
file.clear();
file.seekg(0, std::ios::beg);
kmerCount = 0;
allKmerFrequency = 0;
kmerHashTableHead->allocationCount = kmerCount * 1.2;
kmerHashTableHead->kmerHashNode = new KmerHashNode[kmerHashTableHead->allocationCount]();
unsigned long int kmerInteger = 0;
while (std::getline(file, line)) {
std::string kmer = line.substr(0, kmerLength);
if (!DetectSameKmer(kmer.c_str(), kmerLength)) {
continue;
}
int frequency = std::stoi(line.substr(kmerLength + 1));
if (frequency >= arrayCount - 10 || frequency < min || frequency > max) {
continue;
}
SetBitKmer(&kmerInteger, kmerLength, kmer.c_str());
long int hashIndex = Hash(kmerInteger, kmerHashTableHead->allocationCount);
while (true) {
if (kmerHashTableHead->kmerHashNode[hashIndex].kmer == 0) {
kmerHashTableHead->kmerHashNode[hashIndex].kmer = kmerInteger + 1;
break;
} else {
hashIndex = (hashIndex + 1) % kmerHashTableHead->allocationCount;
}
}
}
auto kmerReadNodeHead = new KmerReadNodeHead();
kmerReadNodeHead->realCount = 0;
kmerReadNodeHead->allocationCount = allKmerFrequency * 1.1;
kmerReadNodeHead->kmerReadNode = new KmerReadNode[kmerReadNodeHead->allocationCount]();
long int readLength = 0;
char* kmer1 = new char[kmerLength + 1];
for (long int i = 0; i < readSetHead->readCount; i++) {
readLength = readSetHead->readSet[i].readLength;
for (int j = 0; j < readLength - kmerLength + 1 - step; j += step) {
strncpy(kmer1, readSetHead->readSet[i].read + j, kmerLength);
kmer1[kmerLength] = '\0';
if (!DetectSameKmer(kmer1, kmerLength)) {
continue;
}
SetBitKmer(&kmerInteger, kmerLength, kmer1);
long int hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
if (hashIndex != -1) {
auto& node = kmerReadNodeHead->kmerReadNode[kmerReadNodeHead->realCount++];
node.kmer = kmerInteger;
node.readIndex = i + 1;
node.position = j;
node.orientation = true;
} else {
ReverseComplementKmer(kmer1, kmerLength);
SetBitKmer(&kmerInteger, kmerLength, kmer1);
hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
if (hashIndex != -1) {
auto& node = kmerReadNodeHead->kmerReadNode[kmerReadNodeHead->realCount++];
node.kmer = kmerInteger;
node.readIndex = i + 1;
node.position = j;
node.orientation = false;
}
}
}
}
sort(kmerReadNodeHead->kmerReadNode, 0, kmerReadNodeHead->realCount - 1);
kmerInteger = kmerReadNodeHead->kmerReadNode[0].kmer + 1;
for (long int i = 0; i < kmerReadNodeHead->realCount; i++) {
if (kmerReadNodeHead->kmerReadNode[i].kmer != kmerInteger) {
kmerInteger = kmerReadNodeHead->kmerReadNode[i].kmer;
long int hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
kmerHashTableHead->kmerHashNode[hashIndex].startPositionInArray = i;
}
}
delete[] kmer1;
kmerReadNodeHead->kmerLength = kmerLength;
return kmerReadNodeHead;
}
KmerHashTableHead* GetKmerHashTableHead(const char* address, ReadSetHead* readSetHead, long int kmerLength, long int step, long int min, float maxRatio) {
std::cout << "\nFunzione GetKmerHashTableHead\n";
std::ifstream file(address);
if (!file.is_open()) {
std::cerr << address << ", does not exist!" << std::endl;
exit(EXIT_FAILURE);
}
auto kmerHashTableHead = new KmerHashTableHead();
long int arrayCount = 1000000;
std::vector<int> freArray(arrayCount, 0);
long int kmerCount = 0;
long int allKmerFrequency = 0;
std::string line;
while (std::getline(file, line)) {
std::string kmer = line.substr(0, kmerLength);
if (!DetectSameKmer(kmer.c_str(), kmerLength)) {
continue;
}
int frequency = std::stoi(line.substr(kmerLength + 1));
if (frequency >= arrayCount - 10) {
continue;
}
freArray[frequency]++;
kmerCount++;
allKmerFrequency += frequency;
}
std::cout << "all kmer frequency: " << allKmerFrequency << "\n";
std::cout << "The number of kmer types: " << kmerCount << ";\n";
float acc = 0;
long int max = 0;
if (maxRatio > 1) {
maxRatio = 1;
}
for (long int i = 0; i < arrayCount; i++) {
if (freArray[i] != 0) {
acc += static_cast<float>(freArray[i] * i) / allKmerFrequency;
if (acc > maxRatio && max == 0) {
max = i;
break;
}
}
}
std::cout << "il max di acc è: " << max << "\n";
if (min < 2) {
min = 2;
}
if (min > max) {
std::cerr << "The parameter minimumKmerFrequency is larger than maxKmerFrequencyRatio. Please increase the value of maxKmerFrequencyRatio or decrease the value of minimumKmerFrequency!" << std::endl;
exit(EXIT_FAILURE);
}
kmerCount = 0;
allKmerFrequency = 0;
file.clear();
file.seekg(0, std::ios::beg);
while (std::getline(file, line)) {
std::string kmer = line.substr(0, kmerLength);
if (!DetectSameKmer(kmer.c_str(), kmerLength)) {
continue;
}
int frequency = std::stoi(line.substr(kmerLength + 1));
if (frequency >= arrayCount - 10 || frequency < min || frequency > max) {
continue;
}
kmerCount++;
allKmerFrequency += frequency;
}
std::cout << "There are " << kmerCount << " kmer for overlap detection;\n";
if (kmerCount <= 0) {
exit(EXIT_FAILURE);
}
kmerHashTableHead->allocationCount = kmerCount * 2;
kmerHashTableHead->kmerHashNode = new KmerHashNode[kmerHashTableHead->allocationCount]();
unsigned long int kmerInteger = 0;
file.clear();
file.seekg(0, std::ios::beg);
while (std::getline(file, line)) {
std::string kmer = line.substr(0, kmerLength);
if (!DetectSameKmer(kmer.c_str(), kmerLength)) {
continue;
}
int frequency = std::stoi(line.substr(kmerLength + 1));
if (frequency >= arrayCount - 10 || frequency < min || frequency > max) {
continue;
}
SetBitKmer(&kmerInteger, kmerLength, kmer.c_str());
long int hashIndex = Hash(kmerInteger, kmerHashTableHead->allocationCount);
while (true) {
if (kmerHashTableHead->kmerHashNode[hashIndex].kmer == 0) {
kmerHashTableHead->kmerHashNode[hashIndex].kmer = kmerInteger + 1;
break;
} else {
hashIndex = (hashIndex + 5) % kmerHashTableHead->allocationCount;
}
}
}
std::cout << "\nstampa della kmerHashtable: \n";
for (unsigned int i = 0; i < kmerHashTableHead->allocationCount; i++) {
std::cout << "elemento " << i << " = " << kmerHashTableHead->kmerHashNode[i].kmer << "\n";
}
kmerHashTableHead->min = min;
kmerHashTableHead->max = max;
std::cout << "kmer = " << kmerHashTableHead->kmerHashNode->kmer << " e startPositionInArray = " << kmerHashTableHead->kmerHashNode->startPositionInArray << "\n";
return kmerHashTableHead;
}
int GetKmerHashTableHead_UnitTest(KmerHashTableHead* kmerHashTableHead) {
long int kmerCount = 0;
for (unsigned long int i = 0; i < kmerHashTableHead->allocationCount; i++) {
if (kmerHashTableHead->kmerHashNode[i].kmer < 0) {
return 0;
} else if (kmerHashTableHead->kmerHashNode[i].kmer > 0) {
kmerCount++;
}
}
std::cout << "KMERCOUNT = " << kmerCount << "\n";
if (kmerCount <= 0) {
return 0;
}
return 1;
}
KmerReadNodeHead* GetKmerReadNodeHeadSub(ReadSetHead* readSetHead, long int kmerLength, long int step, long int intervalCount) {
std::cout << "\n Funzione GetKmerReadNodeHeadSub\n";
long int max = 0;
long int allKmerFrequency = 0;
long int startReadIndex = 0;
long int endReadIndex = startReadIndex + intervalCount;
std::cout << "readSetHead->readCount: " << readSetHead->readCount << "\n";
while (true) {
if (startReadIndex >= readSetHead->readCount) {
break;
}
if (endReadIndex >= readSetHead->readCount) {
endReadIndex = readSetHead->readCount - 1;
}
allKmerFrequency = 0;
for (long int i = startReadIndex; i <= endReadIndex; i++) {
allKmerFrequency += readSetHead->readSet[i].readLength - kmerLength;
}
if (allKmerFrequency > max) {
max = allKmerFrequency;
}
startReadIndex = endReadIndex + 1;
endReadIndex += intervalCount;
}
std::cout << "End allkmerfrequency: " << allKmerFrequency << "\n";
max = max / step;
auto kmerReadNodeHead = new KmerReadNodeHead();
kmerReadNodeHead->realCount = 0;
kmerReadNodeHead->allocationCount = max * 1.1;
kmerReadNodeHead->kmerReadNode = new KmerReadNode[kmerReadNodeHead->allocationCount]();
return kmerReadNodeHead;
}
void InitKmerReadNodeHeadSub(ReadSetHead* readSetHead, KmerReadNodeHead* kmerReadNodeHead, KmerHashTableHead* kmerHashTableHead, long int kmerLength, long int step, long int startReadIndex, long int endReadIndex) {
std::cout << "funzione: InitKmerReadNodeHeadSub\n";
std::cout << "\n startIndex = " << startReadIndex << " endReadIndex = " << endReadIndex << "\n ";
kmerReadNodeHead->realCount = 0;
for (unsigned long int i = 0; i < kmerHashTableHead->allocationCount; i++) {
kmerHashTableHead->kmerHashNode[i].startPositionInArray = -1;
}
for (long int i = 0; i < kmerReadNodeHead->allocationCount; i++) {
kmerReadNodeHead->kmerReadNode[i].kmer = 0;
}
long int readLength = 0;
char* kmer1 = new char[kmerLength + 1];
long int hashIndex = 0;
unsigned long int kmerInteger = 0;
std::cout << "\n stampa della struttura kmerReadNode\n";
for (long int i = startReadIndex; i <= endReadIndex; i++) {
readLength = readSetHead->readSet[i].readLength;
for (int j = 0; j < readLength - kmerLength + 1 - step; j += step) {
strncpy(kmer1, readSetHead->readSet[i].read + j, kmerLength);
kmer1[kmerLength] = '\0';
SetBitKmer(&kmerInteger, kmerLength, kmer1);
hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
if (hashIndex != -1) {
std::cout << "\n kmer: " << kmer1 << " kmerInteger: " << kmerInteger << " readIndex: " << i << "\n";
auto& node = kmerReadNodeHead->kmerReadNode[kmerReadNodeHead->realCount++];
node.kmer = kmerInteger;
node.readIndex = i + 1;
node.position = j;
node.orientation = true;
} else {
ReverseComplementKmer(kmer1, kmerLength);
SetBitKmer(&kmerInteger, kmerLength, kmer1);
hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
if (hashIndex != -1) {
std::cout << "\n kmer: " << kmer1 << " kmerInteger: " << kmerInteger << " readIndex: " << i << "\n";
auto& node = kmerReadNodeHead->kmerReadNode[kmerReadNodeHead->realCount++];
node.kmer = kmerInteger;
node.readIndex = i + 1;
node.position = j;
node.orientation = false;
}
}
}
}
sort(kmerReadNodeHead->kmerReadNode, 0, kmerReadNodeHead->realCount - 1);
kmerInteger = kmerReadNodeHead->kmerReadNode[0].kmer + 1;
for (long int i = 0; i < kmerReadNodeHead->realCount; i++) {
if (kmerReadNodeHead->kmerReadNode[i].kmer != kmerInteger) {
kmerInteger = kmerReadNodeHead->kmerReadNode[i].kmer;
hashIndex = SearchKmerHashTable(kmerHashTableHead, kmerInteger);
kmerHashTableHead->kmerHashNode[hashIndex].startPositionInArray = i;
}
}
delete[] kmer1;
kmerReadNodeHead->kmerLength = kmerLength;
kmerReadNodeHead->startReadIndex = startReadIndex;
kmerReadNodeHead->endReadIndex = endReadIndex;
}
int GetKmerReadNodeHeadSub_UnitTest(KmerReadNodeHead* kmerReadNodeHead) {
if (kmerReadNodeHead->realCount <= 0) {
std::cout << kmerReadNodeHead->realCount << std::endl;
return 0;
}
for (long int i = 0; i < kmerReadNodeHead->realCount - 1; i++) {
std::cout << kmerReadNodeHead->kmerReadNode[i].kmer << std::endl;
std::cout << kmerReadNodeHead->kmerReadNode[i + 1].kmer << std::endl;
if (kmerReadNodeHead->kmerReadNode[i].kmer < kmerReadNodeHead->kmerReadNode[i + 1].kmer) {
return 0;
}
}
return 1;
}
#endif