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BWT.cpp
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366 lines (309 loc) · 5.7 KB
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#include "stdafx.h"
#include "BWT.h"
//初始化
BWT::BWT()
{
toNext['A'] = 'C';
toNext['C'] = 'G';
toNext['G'] = 'T';
//string str[] = { "AA", "AC", "AG", "AT", "CA", "CC", "CG", "CT", "GA", "GC", "GG", "GT", "TA", "TC", "TG", "TT", "UU" };
//for (int i = 0; i < 17; i++)
//{
// Index2.push_back(str[i]);
//}
}
//Summary: 读取参考基因组
//Parameters:
// filename: 读取的文件名
//Return : 整体参考基因组串
string BWT::Read_Reference(string filename)
{
ifstream rfp;
rfp.open(filename);
string data;
string res;
//string str((istreambuf_iterator<char>(rfp)),istreambuf_iterator<char>());
while (getline(rfp, data, '\n'))
{
//cout << data;
transform(data.begin(), data.end(), data.begin(), ::toupper);
res += data;
}
T = res;
return T;
}
//Summary: 读取待查序列
//Parameters:
// filename: 读取的文件名
//Return : 待查序列数组
vector<string> BWT::Read_Subs(string filename)
{
ifstream rfp;
rfp.open(filename);
string data;
vector<string> res;
while (getline(rfp, data, '\n'))
{
transform(data.begin(), data.end(),data.begin(), ::toupper);
for (int i = 0; i < data.length(); i++)
{
if (data[i] != 'A' && data[i] != 'C' && data[i] != 'T' && data[i] != 'G')
{
cout << data[i] << endl;
}
}
res.push_back(data);
}
cout << "read subs" << endl;
for (int i = 0; i < res.size(); i++)
{
cout << res[i] << endl;
}
return res;
}
//Summary: 预处理,轮转矩阵,排序,构造BWT串,建C索引
//Return : 无
void BWT::preprocess2()
{
clock_t start, finish;
start = clock();
const int n = T.length();
T.insert(n, "$");
//vector<int> SA;
for (int i = 0; i < T.length(); i++)
{
SA.push_back(i);
}
finish = clock();
float d1 = (double)(finish - start) / CLOCKS_PER_SEC;
printf("构造轮转矩阵时间: %f\n", d1);
start = clock();
QuickSort(0, T.length()-1);
cout << "\n\n\n";
finish = clock();
d1 = (double)(finish - start) / CLOCKS_PER_SEC;
printf("排序时间: %f\n", d1);
start = clock();
// 构造BWT(S)
string FirstS;
for (int i = 0; i < SA.size(); i++)
{
if (SA[i]==0)
{
BWTS += "$";
}
else
{
BWTS += T[SA[i] - 1];
}
FirstS += T[SA[i]];
}
// 构造C
for (auto c : T)
{
//c 为 char
//cout << typeid(c).name();
switch (c)
{
case 'A':
C['C'] += 1;
case 'C':
C['G'] += 1;
case 'G':
C['T'] += 1;
}
}
//构造checkpoint
int now = 0;
unordered_map<char, int> cp;
for (int i = 0; i < BWTS.length(); i++)
{
if (i / 200 >= 1 && i % 200 == 0)
{
//cout << cp['A'] << cp['C'] << cp['G'] << cp['T'] << endl;
Checkpoint.push_back(cp);
}
switch (BWTS[i])
{
case 'A':
cp['A'] += 1;
break;
case 'C':
cp['C'] += 1;
break;
case 'G':
cp['G'] += 1;
break;
case 'T':
cp['T'] += 1;
break;
}
}
d1 = (double)(finish - start) / CLOCKS_PER_SEC;
finish = clock();
printf("构建索引时间: %f\n", d1);
cout << "hello" << endl;
}
//Summary: 预处理,轮转矩阵,排序,构造BWT串,建C索引
//Return : 无
void BWT::preprocess()
{}
//Summary: 计算从第1行到第r行,c字符出现的次数
//Parameters:
// r: 截止行数
// c: 计算的字符
//Return : 出现次数
int BWT::Occ(int r, char c)
{
int res = 0;
int k = r / 200, m = r % 200;
if (k>=1)
{
res += Checkpoint[k - 1][c];
}
for (int i = k*200; i < r; i++)
{
if (BWTS[i] == c)
res += 1;
}
return res;
}
//Summary: 计算字符c的起始行数
//Parameters:
// c: 计算的字符
//Return : 行数
int BWT::getC(char c)
{
int n = Matrix.size(), res = 0;
for (int i = 0; i < n; i++)
{
if (Matrix[i][0] < c)
{
res++;
}
}
return res;
}
//Summary: 计算要跳转的行数
//Parameters:
// r: 当前行数
// c: 当前字符
//Return : 行数
int BWT::LFC(int r, char c)
{
return C[c] + Occ(r, c) + 1;
//return getC(c) + Occ(r, c);
}
//Summary: 非精确匹配条件下,在参考串中搜索待查序列所在位置
//Parameters:
// sub:待查序列
// e: 允许的错误率
//Return : 匹配位置数组
void BWT::unexactsearch(string sub, float e)
{
}
//Summary: 精切匹配条件下,在参考串中搜索待查序列所在位置
//Parameters:
// sub:待查序列
//Return : 匹配位置数组
vector<int> BWT::search(string sub)
{
int n = sub.length();
char c = sub[n - 1];
int sp, ep;
sp = C[c] + 1;
if (c != 'T')
{
ep = C[toNext[c]] + 1;
}
else{
ep = T.length();
}
//cout << sp << "\t" << ep << endl;
int i = n - 2;
clock_t start, finish;
while (sp < ep && i > -1)
{
start = clock();
c = sub[i];
sp = LFC(sp, c);
ep = LFC(ep, c);
i--;
finish = clock();
//printf("%f\n", (double)(finish - start) / CLOCKS_PER_SEC);
}
//cout << sp << "\t" << ep << endl;
vector<int> res(2,-1);
if (sp == ep)
{
cout << sub << "\tNooo...\n";
return res;
}
else{
cout << sub << "\t";
for (int i = sp; i < ep; i++)
{
cout << SA[i] << "\t";
}
cout << endl;
res[0] = sp;
res[1] = ep;
return res;
}
}
//Summary: 主函数,用于输出结果
void BWT::run()
{
Read_Reference("test.fa");
vector<string> res = Read_Subs("sub.fa");
preprocess2();
for (auto s : res){
clock_t start, mid, finish;
start = clock();
search(s);
finish = clock();
float d1 = (double)(finish - start) / CLOCKS_PER_SEC;
printf("%f\n", d1);
}
return;
}
//Summary: 计算两个序列之间的编辑距离
//Parameters:
// c1:序列1
// c2:序列2
//Return : 编辑距离长度
int BWT::editDis(string c1, string c2)
{
int n, m;
n = c1.length();
m = c2.length();
vector< vector<int> > M(m + 1, vector<int>(n + 1, 0));
//边界设置
for (int i = 0; i < M.size(); i++)
{
M[i][0] = i;
}
for (int j = 0; j < M[0].size(); j++)
{
M[0][j] = j;
}
for (int i = 1; i < M.size(); i++)
{
for (int j = 1; j < M[0].size(); j++)
{
// 状态转移..
if (c1[j - 1] == c2[i - 1])
{
M[i][j] = M[i - 1][j - 1];
}
else
{
M[i][j] = __min(M[i - 1][j - 1], __min(M[i - 1][j], M[i][j - 1])) + 1;
}
}
}
return M[m][n];
}
BWT::~BWT()
{
}