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main.cpp
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173 lines (146 loc) · 5.82 KB
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#define CL_HPP_TARGET_OPENCL_VERSION 120
#define CL_HPP_MINIMUM_OPENCL_VERSION 120
#include <iostream>
#include <fstream>
#include <string>
#include <vector>
#include <CL/opencl.hpp>
// [Previous kernel source code remains the same]
const char* kernelSource = R"(
__kernel void calculateGC(__global const char* sequence,
__global int* gcCount,
__global int* totalBases,
const int sequenceLength) {
int gid = get_global_id(0);
int localGC = 0;
int localTotal = 0;
if (gid < sequenceLength) {
char base = sequence[gid];
if (base == 'G' || base == 'C' || base == 'g' || base == 'c') {
localGC = 1;
}
if (base != 'N' && base != 'n') {
localTotal = 1;
}
atomic_add(gcCount, localGC);
atomic_add(totalBases, localTotal);
}
}
)";
class GCCalculator {
private:
cl::Context context;
cl::CommandQueue queue;
cl::Program program;
cl::Kernel kernel;
void initializeOpenCL() {
std::vector<cl::Platform> platforms;
cl::Platform::get(&platforms);
if (platforms.empty()) {
throw std::runtime_error("No OpenCL platforms found");
}
std::vector<cl::Device> devices;
platforms[0].getDevices(CL_DEVICE_TYPE_GPU, &devices);
if (devices.empty()) {
throw std::runtime_error("No GPU devices found");
}
context = cl::Context(devices[0]);
queue = cl::CommandQueue(context, devices[0]);
cl::Program::Sources sources;
sources.push_back({kernelSource, strlen(kernelSource)});
program = cl::Program(context, sources);
try {
program.build({devices[0]});
} catch (const std::exception& e) {
std::cerr << "Build error: " << program.getBuildInfo<CL_PROGRAM_BUILD_LOG>(devices[0]) << std::endl;
throw;
}
kernel = cl::Kernel(program, "calculateGC");
}
public:
GCCalculator() {
initializeOpenCL();
}
void processSequence(const std::string& sequence, const std::string& header, int sequenceNumber,
int& totalGCCount, int& totalBaseCount) {
if (sequence.empty()) return;
try {
cl::Buffer sequenceBuffer(context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR,
sequence.size(), const_cast<char*>(sequence.data()));
cl::Buffer gcCountBuffer(context, CL_MEM_READ_WRITE, sizeof(int));
cl::Buffer totalBasesBuffer(context, CL_MEM_READ_WRITE, sizeof(int));
int gcCount = 0, totalBases = 0;
queue.enqueueWriteBuffer(gcCountBuffer, CL_TRUE, 0, sizeof(int), &gcCount);
queue.enqueueWriteBuffer(totalBasesBuffer, CL_TRUE, 0, sizeof(int), &totalBases);
kernel.setArg(0, sequenceBuffer);
kernel.setArg(1, gcCountBuffer);
kernel.setArg(2, totalBasesBuffer);
kernel.setArg(3, static_cast<int>(sequence.size()));
queue.enqueueNDRangeKernel(kernel, cl::NullRange, cl::NDRange(sequence.size()));
queue.finish();
queue.enqueueReadBuffer(gcCountBuffer, CL_TRUE, 0, sizeof(int), &gcCount);
queue.enqueueReadBuffer(totalBasesBuffer, CL_TRUE, 0, sizeof(int), &totalBases);
// Add these values to the running totals
totalGCCount += gcCount;
totalBaseCount += totalBases;
if (totalBases > 0) {
float gcPercentage = (static_cast<float>(gcCount) / totalBases) * 100.0f;
std::cout << "Sequence " << sequenceNumber << " (" << header << "):\n"
<< "GC count: " << gcCount << "\n"
<< "Percentage: " << gcPercentage << "%\n\n";
}
} catch (const std::exception& e) {
std::cerr << "Error in sequence " << sequenceNumber << ": " << e.what() << "\n";
}
}
};
// [Rest of the code remains the same]
void processFile(const std::string& filename) {
std::ifstream file(filename);
if (!file.is_open()) {
throw std::runtime_error("Could not open file: " + filename);
}
GCCalculator calculator;
std::string line, sequence, header;
int sequenceNumber = 0;
long totalGCCount = 0; // Changed to long
long totalBaseCount = 0; // Changed to long
while (std::getline(file, line)) {
if (line[0] == '>') {
if (!sequence.empty()) {
int seqGC = 0, seqBases = 0;
calculator.processSequence(sequence, header, sequenceNumber++, seqGC, seqBases);
totalGCCount += seqGC;
totalBaseCount += seqBases;
sequence.clear();
}
header = line.substr(1, line.find(' ') - 1);
} else {
sequence += line;
}
}
if (!sequence.empty()) {
int seqGC = 0, seqBases = 0;
calculator.processSequence(sequence, header, sequenceNumber, seqGC, seqBases);
totalGCCount += seqGC;
totalBaseCount += seqBases;
}
std::cout << "\nTotal Statistics:\n"
<< "Total GC count: " << totalGCCount << "\n"
<< "Total base count: " << totalBaseCount << "\n"
<< "Overall GC percentage: " << (static_cast<float>(totalGCCount) / totalBaseCount * 100.0f) << "%\n";
file.close();
}
int main(int argc, char* argv[]) {
if (argc < 2) {
std::cerr << "Usage: " << argv[0] << " <FASTA file>\n";
return 1;
}
try {
processFile(argv[1]);
} catch (const std::exception& e) {
std::cerr << "Error: " << e.what() << "\n";
return 1;
}
return 0;
}