Fix Matrix slice toMatrix, add is Scalar and getScalar

src/Matrix.cpp

@@ -3,12 +3,14 @@
 #include <string>
 #include <cstring>
 #include <iostream>
-#include <complex>
-//必须在mkl.h和Eigen的头之前，<complex>之后
-#define MKL_Complex16 std::complex<double>
-#include "mkl.h"
+
+#include "AuroraDefs.h"
+
+#include <Eigen/Core>
+#include <Eigen/Dense>
 
 #include "Function.h"
+
 namespace Aurora{
     typedef void(*CalcFuncD)(const MKL_INT n, const double a[], const MKL_INT inca, const double b[],
                              const MKL_INT incb, double r[], const MKL_INT incr);
@@ -250,6 +252,17 @@ namespace Aurora {
         return !mData || mInfo.empty();
     }
 
+    bool Matrix::isScalar() const {
+        return (getDimSize(0) == 1 &&
+                getDimSize(1) == 1 &&
+                getDimSize(1));
+    }
+    double Matrix::getScalar() const {
+        if (isNull()) return 0.0;
+        if (isNull()) return 0.0;
+        return getData()[0];
+    }
+
     int Matrix::getDims() const {
         if(mInfo[2] > 1)
         {
@@ -269,6 +282,7 @@ namespace Aurora {
         return 0;
     }
 
+
     size_t Matrix::getDataSize() const {
         if (!mData.get())return 0;
         size_t ret = 1;
@@ -336,7 +350,7 @@ namespace Aurora {
         int colsize = cols>0?cols:1;
         int slicesize = slices>0?slices:1;
         int size = rows*colsize*slicesize;
-        double *newBuffer = malloc(size, type);
+        double *newBuffer = Aurora::malloc(size, type);
         cblas_dcopy(size*type,data,1,newBuffer,1);
         return New(newBuffer,rows,cols,slices,type);
     }
@@ -350,7 +364,6 @@ namespace Aurora {
                    getDimSize(2),
                    getValueType());
     }
-
     //operation +
     Matrix Matrix::operator+(double aScalar) const { return operatorMxA(&vdAddI, aScalar, *this);}
     Matrix operator+(double aScalar, const Matrix &matrix) {return matrix + aScalar;}
@@ -364,10 +377,10 @@ namespace Aurora {
     Matrix Matrix::operator+(Matrix &&aMatrix) const {
         return operatorMxM_RR(&vdAddI,&vzAddI,*this,std::forward<Matrix&&>(aMatrix));
     }
+
     Matrix operator+(Matrix &&aMatrix, Matrix &aOther) {
         return operatorMxM_RR(&vdAddI,&vzAddI,aOther,std::forward<Matrix&&>(aMatrix),true);
     }
-
     //operation -
     Matrix Matrix::operator-(double aScalar) const { return operatorMxA(&vdSubI, aScalar, *this);}
     Matrix operator-(double aScalar, const Matrix &matrix) {return matrix - aScalar;}
@@ -381,10 +394,10 @@ namespace Aurora {
     Matrix Matrix::operator-(Matrix &&aMatrix) const {
         return operatorMxM_RR(&vdSubI,&vzSubI,*this,std::forward<Matrix&&>(aMatrix));
     }
+
     Matrix operator-(Matrix &&aMatrix, Matrix &aOther) {
         return operatorMxM_RR(&vdSubI,&vzSubI,aOther,std::forward<Matrix&&>(aMatrix),true);
     }
-
     //operation *
     Matrix Matrix::operator*(double aScalar) const { return operatorMxA(&vdMulI, aScalar, *this);}
     Matrix operator*(double aScalar, const Matrix &matrix) {return matrix * aScalar;}
@@ -398,10 +411,10 @@ namespace Aurora {
     Matrix Matrix::operator*(Matrix &&aMatrix) const {
         return operatorMxM_RR(&vdMulI,&vzMulI,*this,std::forward<Matrix&&>(aMatrix));
     }
+
     Matrix operator*(Matrix &&aMatrix, Matrix &aOther) {
         return operatorMxM_RR(&vdMulI,&vzMulI,aOther,std::forward<Matrix&&>(aMatrix),true);
     }
-
     //operation /
     Matrix Matrix::operator/(double aScalar) const { return operatorMxA(&vdDivI, aScalar, *this);}
     Matrix operator/(double aScalar, const Matrix &matrix) {return matrix / aScalar;}
@@ -415,16 +428,16 @@ namespace Aurora {
     Matrix Matrix::operator/(Matrix &&aMatrix) const {
         return operatorMxM_RR(&vdDivI,&vzDivI,*this,std::forward<Matrix&&>(aMatrix));
     }
+
     Matrix operator/(Matrix &&aMatrix, Matrix &aOther) {
         return operatorMxM_RR(&vdDivI,&vzDivI,aOther,std::forward<Matrix&&>(aMatrix),true);
     }
-
     //operator ^ (pow)
     Matrix Matrix::operator^(int times) const { return operatorMxA(&vdPowI, times, *this);}
+
     Matrix operator^( Matrix &&matrix,int times) {
         return operatorMxA(&vdPowI, times, std::forward<Matrix&&>(matrix));
-    }    
-
+    }
     void Matrix::printf() {
         if(isNull())
         {
@@ -463,6 +476,11 @@ namespace Aurora {
         }
     }
 
+    void Matrix::printfShape() {
+        std::cerr << "Matrix shape:(" << getDimSize(0) << "," << getDimSize(1) << ","
+                  << getDimSize(2) << ")" << std::endl;
+    }
+
     Matrix::MatrixSlice Matrix::operator()(int aRowIdx, int aColIdx, int aSliceIdx) const {
         std::vector<int> dims = {aRowIdx, aColIdx, aSliceIdx};
         std::vector<int> allDimIndex;
@@ -711,7 +729,7 @@ namespace Aurora {
             }
         }
 
-        return Matrix::New(data,mSize,mSize2,0,mType);
+        return Matrix::New(data,mSize,mSize2,1,mType);
     }
 }
 

src/Matrix.h

@@ -149,6 +149,12 @@ namespace Aurora {
          */
         void printf();
 
+        void printfShape();
+
+        bool isScalar() const;
+
+        double getScalar() const;
+
         /**
          * Get is the Matrix's data is empty or size is zero.
          * @return