Add interp and repmat function.

This commit is contained in:
sunwen
2023-04-20 15:34:38 +08:00
parent 9c0667a65a
commit d73dc8be23
8 changed files with 245 additions and 30 deletions

View File

@@ -1 +1,45 @@
#include "Function2D.h"
#include "Function1D.h"
#include "Function.h"
using namespace Aurora;
Matrix Aurora::interp2(const Matrix& aX, const Matrix& aY, const Matrix& aV, const Matrix& aX1, const Matrix& aY1, InterpnMethod aMethod)
{
if (aV.getDims() != 2)
{
return Matrix();
}
if (aX1.getDimSize(0) != aY1.getDimSize(0))
{
return Matrix();
}
int columnNum = aV.getDimSize(1);
int rowNum = aV.getDimSize(0);
if(aX.getDimSize(0) != columnNum || aY.getDimSize(0) != rowNum)
{
return Matrix();
}
int nx1 = aX1.getDimSize(0);
std::shared_ptr<double> resultData = std::shared_ptr<double>(Aurora::malloc(nx1), Aurora::free);
for (int i = 0; i < nx1; ++i)
{
std::shared_ptr<double> xResultData = std::shared_ptr<double>(Aurora::malloc(columnNum), Aurora::free);
for(int j =0; j < columnNum; ++j)
{
xResultData.get()[j] = interp1(aY,aV($,j).toMatrix(),aY1(i).toMatrix(),aMethod).getData()[0];
}
Matrix xResult(xResultData,std::vector<int>{columnNum});
resultData.get()[i] = interp1(aX,xResult,aX1(i).toMatrix(),aMethod).getData()[0];
}
return Matrix(resultData,std::vector<int>{nx1});
}
Matrix Aurora::interpn(const Matrix& aX, const Matrix& aY, const Matrix& aV, const Matrix& aX1, const Matrix& aY1, InterpnMethod aMethod)
{
return Aurora::interp2(aY,aX,aV,aY1,aX1,aMethod);
}