我想一举两得，因为问题非常类似：
1
我在github Smith Waterman Alignment上遵循了这个代码，用C ++创建了smith-waterman。经过一些研究，我明白了实施
对于＆＃34;较新的＆＃34;而言，double H[N_a+1][N_b+1];是不可能的。 C ++版本。因此，要创建一个常量变量，我将此行更改为：
double **H = new double*[nReal + 1];
for (int i = 0; i < nReal + 1; i++)
H[i] = new double[nSynth + 1];
也是int I_i[N_a+1][N_b+1], I_j[N_a+1][N_b+1];的同一方案，所以一个（好的，无处不在，存在二维数组）。现在我得到了例外：
Unhandled exception at 0x00007FFF7B413C58 in Smith-Waterman.exe: Microsoft C
++ exception: std :: bad_alloc at location 0x0000008FF4F9FA50.
这里有什么问题？已经调试过，程序会抛出for (int i = 0; i < nReal + 1; i++)之上的异常。
2：
此代码使用std::strings作为参数。是否也可以为cv::Mat创建一个smith waterman algortihm？
为了进一步澄清，我的完整代码如下：
#include "BinaryAlignment.h"
#include "WallMapping.h"
//using declarations
using namespace cv;
using namespace std;
//global variables
std::string bin;
cv::Mat temp;
std::stringstream sstrMat;
const int maxMismatch = 2;
const float mu = 0.33f;
const float delta = 1.33;
int ind;
BinaryAlignment::BinaryAlignment() { }
BinaryAlignment::~BinaryAlignment() { }
/**
*** Convert matrix to binary sequence
**/
std::string BinaryAlignment::matToBin(cv::Mat src, std::experimental::filesystem::path path) {
cv::Mat linesMat = WallMapping::wallMapping(src, path);
for (int i = 0; i < linesMat.size().height; i++) {
for (int j = 0; j < linesMat.size().width; j++) {
if (linesMat.at<Vec3b>(i, j)[0] == 0
&& linesMat.at<Vec3b>(i, j)[1] == 0
&& linesMat.at<Vec3b>(i, j)[2] == 255) {
src.at<int>(i, j) = 1;
}
else {
src.at<int>(i, j) = 0;
}
sstrMat << src.at<int>(i, j);
}
}
bin = sstrMat.str();
return bin;
}
double BinaryAlignment::similarityScore(char a, char b) {
double result;
if (a == b)
result = 1;
else
result = -mu;
return result;
}
double BinaryAlignment::findArrayMax(double array[], int length) {
double max = array[0];
ind = 0;
for (int i = 1; i < length; i++) {
if (array[i] > max) {
max = array[i];
ind = i;
}
}
return max;
}
/**
*** Smith-Waterman alignment for given sequences
**/
int BinaryAlignment::watermanAlign(std::string seqSynth, std::string seqReal, bool viableAlignment) {
const int nSynth = seqSynth.length(); //length of sequences
const int nReal = seqReal.length();
//H[nSynth + 1][nReal + 1]
double **H = new double*[nReal + 1];
for (int i = 0; i < nReal + 1; i++)
H[i] = new double[nSynth + 1];
cout << "passt";
for (int m = 0; m <= nSynth; m++)
for (int n = 0; n <= nReal; n++)
H[m][n] = 0;
double temp[4];
int **Ii = new int*[nReal + 1];
for (int i = 0; i < nReal + 1; i++)
Ii[i] = new int[nSynth + 1];
int **Ij = new int*[nReal + 1];
for (int i = 0; i < nReal + 1; i++)
Ij[i] = new int[nSynth + 1];
for (int i = 1; i <= nSynth; i++) {
for (int j = 1; j <= nReal; j++) {
temp[0] = H[i - 1][j - 1] + similarityScore(seqSynth[i - 1], seqReal[j - 1]);
temp[1] = H[i - 1][j] - delta;
temp[2] = H[i][j - 1] - delta;
temp[3] = 0;
H[i][j] = findArrayMax(temp, 4);
switch (ind) {
case 0: // score in (i,j) stems from a match/mismatch
Ii[i][j] = i - 1;
Ij[i][j] = j - 1;
break;
case 1: // score in (i,j) stems from a deletion in sequence A
Ii[i][j] = i - 1;
Ij[i][j] = j;
break;
case 2: // score in (i,j) stems from a deletion in sequence B
Ii[i][j] = i;
Ij[i][j] = j - 1;
break;
case 3: // (i,j) is the beginning of a subsequence
Ii[i][j] = i;
Ij[i][j] = j;
break;
}
}
}
//Print matrix H to console
std::cout << "**********************************************" << std::endl;
std::cout << "The scoring matrix is given by " << std::endl << std::endl;
for (int i = 1; i <= nSynth; i++) {
for (int j = 1; j <= nReal; j++) {
std::cout << H[i][j] << " ";
}
std::cout << std::endl;
}
//search H for the moaximal score
double Hmax = 0;
int imax = 0, jmax = 0;
for (int i = 1; i <= nSynth; i++) {
for (int j = 1; j <= nReal; j++) {
if (H[i][j] > Hmax) {
Hmax = H[i][j];
imax = i;
jmax = j;
}
}
}
std::cout << Hmax << endl;
std::cout << nSynth << ", " << nReal << ", " << imax << ", " << jmax << std::endl;
std::cout << "max score: " << Hmax << std::endl;
std::cout << "alignment index: " << (imax - jmax) << std::endl;
//Backtracing from Hmax
int icurrent = imax, jcurrent = jmax;
int inext = Ii[icurrent][jcurrent];
int jnext = Ij[icurrent][jcurrent];
int tick = 0;
char *consensusSynth = new char[nSynth + nReal + 2];
char *consensusReal = new char[nSynth + nReal + 2];
while (((icurrent != inext) || (jcurrent != jnext)) && (jnext >= 0) && (inext >= 0)) {
if (inext == icurrent)
consensusSynth[tick] = '-'; //deletion in A
else
consensusSynth[tick] = seqSynth[icurrent - 1]; //match / mismatch in A
if (jnext == jcurrent)
consensusReal[tick] = '-'; //deletion in B
else
consensusReal[tick] = seqReal[jcurrent - 1]; //match/mismatch in B
//fix for adding first character of the alignment.
if (inext == 0)
inext = -1;
else if (jnext == 0)
jnext = -1;
else
icurrent = inext;
jcurrent = jnext;
inext = Ii[icurrent][jcurrent];
jnext = Ij[icurrent][jcurrent];
tick++;
}
// Output of the consensus motif to the console
std::cout << std::endl << "***********************************************" << std::endl;
std::cout << "The alignment of the sequences" << std::endl << std::endl;
for (int i = 0; i < nSynth; i++) {
std::cout << seqSynth[i];
};
std::cout << " and" << std::endl;
for (int i = 0; i < nReal; i++) {
std::cout << seqReal[i];
};
std::cout << std::endl << std::endl;
std::cout << "is for the parameters mu = " << mu << " and delta = " << delta << " given by" << std::endl << std::endl;
for (int i = tick - 1; i >= 0; i--)
std::cout << consensusSynth[i];
std::cout << std::endl;
for (int j = tick - 1; j >= 0; j--)
std::cout << consensusReal[j];
std::cout << std::endl;
int numMismatches = 0;
for (int i = tick - 1; i >= 0; i--) {
if (consensusSynth[i] != consensusReal[i]) {
numMismatches++;
}
}
viableAlignment = numMismatches <= maxMismatch;
return imax - jmax;
}
谢谢！