Example #1
0
/* Main program */
int main(){
        /* not Locals */
        lapack_complex_double *a, *temp, * u, *vt;
        lapack_int m = M, n = N, lda = LDA, ldu = LDU, ldvt = LDVT, info;
		
        /* Local arrays */
		//void prtdat();
		double *s;
        double *superb; 
        int svd_count=0;
		int i, j ,ix ,iy, index, ii, jj ;    
		double  x_min,
				x_max,
				y_min,
				y_max,
				stepx,						/* step size for finding gridpoints coordinates in x and y dimension.*/
				stepy;
		double e=0.1;        
		/* Array used for the ploting of
		* grid, as an input to the 
		* draw_pseudospectra function. */
		double *plot;
		//double plot[n][n]; 
		COLOUR colour;
		BITMAP4 col,grey = {128,128,128,0};
		
		       
        /* Memory alocations*/
		temp = malloc((lda*m)*sizeof(lapack_complex_double));
		a = malloc((lda*m)*sizeof(lapack_complex_double));
		u = malloc((ldu*m)*sizeof(lapack_complex_double));
		vt = malloc((ldvt*n)*sizeof(lapack_complex_double));
		s = malloc(m*sizeof(double));
		superb = malloc(min(m,n)*sizeof(double));
		plot = malloc((NGRID*NGRID)*sizeof(double));
		z = malloc((NGRID*NGRID)*sizeof(double _Complex));
		
	
		//allocating the 2D array data.
	  if ((data = malloc(SCALE*NGRID*sizeof(double *))) == NULL) {
      fprintf(stderr,"Failed to malloc space for the data\n");
      exit(-1);
   }
   for (i=0;i<SCALE*NGRID;i++) {
      if ((data[i] = malloc(SCALE*NGRID*sizeof(double))) == NULL) {
         fprintf(stderr,"Failed to malloc space for the data\n");
         exit(-1);
      }
   }
   for (i=0;i<SCALE*NGRID;i++){
      for (j=0;j<SCALE*NGRID;j++){
         data[i][j] = 0;
	 //   printf("%f\t",data[i][j]);
	 }
		  }
		
/*
		printf("-------------------------------------------------\n");
		printf("        ---------------------------------           \n");
		printf ("Starting Computing Pseudopsecta of grcar Matrix\n");
		printf("Give the doundaries of the 2-dimenional domain\n");
		printf("Insert the minimum value of x-axis\n");
		clearerr(stdin);
		scanf("%lf",&x_min);
		//getchar();
		printf("Insert the maximum value of x-axis\n");
		scanf("%lf",&x_max);
		printf("Insert the minimum value of y-axis\n");
		scanf("%lf",&y_min);
		printf("Insert the maximun value of y-axis\n");
		scanf("%lf",&y_max);
		//printf("Give the grid size you want:\n");
		//scanf("%d",&n);
*/ 	  
		/*if (x_min==0.0)*/  x_min=XMIN;
		/*if (x_max==0.0)*/  x_max=XMAX;
		/*if (y_min==0.0)*/  y_min=YMIN;
		/*if (y_max==0.0)*/  y_max=YMAX;
	
		/* Initialize grid */
		printf("The size of the domain is: X=[%f-%f]  Y=[%f-%f] \n",x_min,x_max,y_min,y_max);
	  
		stepx=(double)abs(x_max-x_min)/(NGRID-1);
		stepy=(double)abs(y_max-y_min)/(NGRID-1);
		printf("To stepx einai %f\n",stepx);
		printf("To stepy einai %f\n",stepy);	
	   

	
	   for (i =0; i <NGRID*NGRID; i++){
			z[i]=x_min+(i/n * stepx)+(y_min + (i%n * stepy))*I;
		 // z[i]=lapack_make_complex_double( i/n,i%n); just for testing
		//**	printf( " (%6.2f,%6.2f)", lapack_complex_double_real(z[i]), lapack_complex_double_imag(z[i]) );
		}

	   memset(temp,0,(lda*m)*sizeof(*temp));
	   memset(a,0,(lda*m)*sizeof(*a));
	   memset(u,0,(ldu*m)*sizeof(*u));
	   memset(vt,0,(ldvt*m)*sizeof(*vt));
		
		
	   j=0;
	   for (i = 0; i < lda*m ; i=i+n ){	
			if(i==0){
				a[i]=lapack_make_complex_double( 1,0);
				a[i+1]=lapack_make_complex_double( 1,0);
				a[i+2]=lapack_make_complex_double( 1,0);
				a[i+3]=lapack_make_complex_double( 1,0);
			}
			else if(i == (n-3)*n ){
				a[i+j]=lapack_make_complex_double( -1,0);
				a[i+(j+1)]=lapack_make_complex_double( 1,0);
				a[i+(j+2)]=lapack_make_complex_double( 1,0);
				a[i+(j+3)]=lapack_make_complex_double( 1,0);
				j++;
			}
			else if(i == (n-2)*n ){
				a[i+j]=lapack_make_complex_double( -1,0);
				a[i+(j+1)]=lapack_make_complex_double( 1,0);
				a[i+(j+2)]=lapack_make_complex_double( 1,0);
				j++;
			}
			else if(i == (n-1)*n ){
				a[i+j]=lapack_make_complex_double( -1,0);
				a[i+(j+1)]=lapack_make_complex_double( 1,0);
				j++;
			}
			else{
				a[i+j]=lapack_make_complex_double( -1,0);
				a[i+(j+1)]=lapack_make_complex_double( 1,0);
				a[i+(j+2)]=lapack_make_complex_double( 1,0);
				a[i+(j+3)]=lapack_make_complex_double( 1,0);
				a[i+(j+4)]=lapack_make_complex_double( 1,0);
				j++;
			}
		} 

		//print_matrix("Entry Matrix A", m, n, a, lda );
		for (iy = 0; iy < NGRID*NGRID; iy++){   
			 //printf("temp size %d, a size %d",(lda*m)*sizeof(*temp),(lda*m)*sizeof(*a));
			memcpy(temp, a ,(lda*m)*sizeof(*temp));
			 //~ print_matrix( "Entry Matrix Temp just after memcopy", m, n, temp, lda );
			 //~ print_matrix( "Entry Matrix A just after memcopy", m, n, a, lda );
			// printf( "To  z[%d](%6.4f,%6.4f)\n",iy,lapack_complex_double_real(z[iy]),lapack_complex_double_imag(z[iy]) );
			for (i = 0; i < lda*m ; i=i+(n+1)){	
				//~ printf("%d",i);
				//~ printf( "To  a[%d](%6.2f,%6.2f)\t",i, lapack_complex_double_real(a[i]), lapack_complex_double_imag(a[i]) );
				//~ printf( "To  z[%d](%6.2f,%6.2f)\n",iy,lapack_complex_double_real(z[iy]),lapack_complex_double_imag(z[iy]) );
				
				temp[i]=a[i]-z[iy];
				//~ temp[index] = lapack_make_complex_double(lapack_complex_double_real(a[index])-lapack_complex_double_real(z[iy]),  lapack_complex_double_imag(a[index])-lapack_complex_double_imag(z[iy])    );
				//~ printf( " temp[%d](%6.2f,%6.2f)", i,lapack_complex_double_real(temp[i]), lapack_complex_double_imag(temp[i]) );
				//~ printf( "\n");
			}
			//printf("GRCAR MATRIX AFTER SUBSTRACTION (%d,%d)\n",iy/n,iy%n);
			//~ print_matrix( "Entry Matrix Temp just before", m, n, temp, lda );
	
			/* Executable statements */
			//~ print_matrix( "AT THE BEGINING OF THE FOR LOOP", m, n, a, lda );
			printf( "LAPACKE_zgesvd (row-major, high-level) Example Program Results(%d,%d)\n",iy/NGRID,iy%NGRID);
			/* Compute SVD */
			info = LAPACKE_zgesvd( LAPACK_ROW_MAJOR, 'N', 'N', m, n, temp, lda, s, NULL, ldu, NULL, ldvt, superb );
			svd_count++;
			//~ 
			//~ print_matrix( "IN THE MIDDLE OF THE FOR LOOP", m, n, a, lda );
			//~ print_matrix( "IN THE MIDDLE OF THE FOR LOOP-TEMP", m, n, temp, lda );
			/* Check for convergence */
			if( info > 0 ) {
				printf( "The algorithm computing SVD failed to converge.\n" );
				exit( 1 );
			}
			/* Print singular values */
			if( info == 0){
//				printf("Solution\n");	
				for ( i= 0; i< m; i++ ) {
//					printf(" s[ %d ] = %f\n", i, s[ i ] );
				}
			}
			
			if(s[m-1] <= e){
				printf("THIS ELEMENT BELONGS TO PSEUDOSPECTRA (%d,%d):%6.10f\n",(iy/NGRID+1),(iy%NGRID+1),s[m-1]);
				/*to index tis parapanw ektupwshs anaferetai sto index tou antistoixou mhtrwou apo thn synarthsh ths matlab grcar_example.m*/
				//~ plot[iy/n][iy%n]=s[m-1];
				plot[iy]=s[m-1];
			 }
			 //~ else   plot[iy/n][iy%n]=0;
				else plot[iy]=0;
		
	
		
	//~ print_rmatrix( "Singular values", 1, m, s, 1 );
	
	/* Print left singular vectors */
	// print_matrix( "Left singular vectors (stored columnwise)", m, m, u, ldu );
	/* Print right singular vectors */
	// print_matrix( "Right singular vectors (stored rowwise)", m, n, vt, ldvt );
		}
		
		
		prtdat(NGRID, NGRID, plot, "svd.data");
		printf("Total number of svd evaluations in the %d,%d grid is:\t %d\n",NGRID,NGRID,svd_count);
		
		//giving values to data from plot
		for (i = 0; i<NGRID*NGRID; i++)  data[SCALE*(i/NGRID)][SCALE*(i%NGRID)] = plot[i];
	   /////////////////
    BITMAP4 black = {0,0,0,0};
    Draw_Line(image,NGRID,NGRID,x_min,y_min,x_max,y_min,black);
   //////////////////	
		//~ contours[0] = 0.1;
		//~ contours[1] = 0.01;
		//~ contours[2] = 0.001;
		//~ contours[3] = 0.0001;
		//~ contours[4] = 0.00001;
		if ((image = Create_Bitmap(SCALE*NGRID,SCALE*NGRID)) == NULL) {
      fprintf(stderr,"Malloc of bitmap failed\n");
      exit(-1);
   }
 Erase_Bitmap(image,SCALE*NGRID,SCALE*NGRID,grey); /* Not strictly necessary */
   for (j=0;j<SCALE*NGRID;j++) {
      for (i=0;i<SCALE*NGRID;i++) {
         colour = GetColour(data[i][j],0,0.1,1);      /////////////////////////////////////////////
         col.r = colour.r * 255;
        // col.b = colour.b * 255;
       //  Draw_Pixel(image,SCALE*NGRID,SCALE*NGRID,(double)i,(double)j,col);
        //          colour = GetColour(data[i][j],0,0.0001,1);      /////////////////////////////////////////////
       //  col.g = colour.g * 255;
         Draw_Pixel(image,SCALE*NGRID,SCALE*NGRID,(double)i,(double)j,col);
      }
   }

   /* Finally do the contouring */
   CONREC(data,0,SCALE*NGRID-1,0,SCALE*NGRID-1,
      z,NCONTOUR,contours,drawline);
   fprintf(stderr,"Drew %d vectors\n",vectorsdrawn);

   /* 
      Write the image as a TGA file 
      See bitmaplib.c for more details, or write "image"
      in your own prefered format.
   */
   if ((fp = fopen("image.tga","w")) == NULL) {
      fprintf(stderr,"Failed to open output image\n");
      exit(-1);
   }
   Write_Bitmap(fp,image,SCALE*NGRID,SCALE*NGRID,12);
   fclose(fp);

		
		
		
		exit(0);
} /* End of LAPACKE_zgesvd Example */
Example #2
0
/*
 Write the current view to an image file
 Do the right thing for stereo, ie: two images
 The format corresponds to the Write_Bitmap() formats.
 Use a negative format to get the image flipped vertically
 Honour the name if supplied, else do automatic naming
 Don't overwrite existing files if automatic naming is in effect.

 */
int WindowDump(char *name,int width,int height,int stereo,int format)
{
    FILE *fptr;
    static int counter = 0;
    char fname[32],ext[8];
    BITMAP4 *image = NULL;

    /* Allocate our buffer for the image */
    if ((image = Create_Bitmap(width,height)) == NULL) {
        fprintf(stderr,"WindowDump - Failed to allocate memory for image\n");
        return(FALSE);
    }

    glFinish();
    glPixelStorei(GL_PACK_ALIGNMENT,1);

    /* Open the file */
    switch (ABS(format)) {
    case 1:
        strcpy(ext,"tga");
        break;
    case 11:
        strcpy(ext,"tga");
        break;
    case 12:
        strcpy(ext,"tga");
        break;
    case 13:
        strcpy(ext,"tga");
        break;
    case 2:
        strcpy(ext,"ppm");
        break;
    case 3:
        strcpy(ext,"rgb");
        break;
    case 4:
        strcpy(ext,"raw");
        break;
    case 5:
        strcpy(ext,"tif");
        break;
    case 6:
        strcpy(ext,"eps");
        break;
    case 7:
        strcpy(ext,"eps");
        break;
    case 8:
        strcpy(ext,"raw");
        break;
    case 9:
        strcpy(ext,"bmp");
        break;
    }
    if (strlen(name) <= 0) {
        if (stereo)
            sprintf(fname,"L_%04d.%s",counter,ext);
        else
            sprintf(fname,"%04d.%s",counter,ext);
    } else {
        if (stereo)
            sprintf(fname,"L_%s.%s",name,ext);
        else
            sprintf(fname,"%s.%s",name,ext);
    }
    while (strlen(name) <= 0 && (fptr = fopen(fname,"rb")) != NULL) {
        counter++;
        fclose(fptr);
        if (stereo)
            sprintf(fname,"L_%04d.%s",counter,ext);
        else
            sprintf(fname,"%04d.%s",counter,ext);
    }
    if ((fptr = fopen(fname,"wb")) == NULL) {
        fprintf(stderr,"WindowDump - Failed to open file for window dump\n");
        return(FALSE);
    }

    /* Copy the image into our buffer */
    glReadBuffer(GL_BACK_LEFT);
    glReadPixels(0,0,width,height,GL_RGBA,GL_UNSIGNED_BYTE,image);

    /* Write the file */
    Write_Bitmap(fptr,image,width,height,format);
    fclose(fptr);

    if (stereo) {

        /* Open the file */
        if (strlen(name) <= 0) {
            sprintf(fname,"R_%04d.%s",counter,ext);
        } else {
            sprintf(fname,"R_%s.%s",name,ext);
        }
        while (strlen(name) <= 0 && (fptr = fopen(fname,"rb")) != NULL) {
            counter++;
            fclose(fptr);
            sprintf(fname,"R_%04d.%s",counter,ext);
        }
        if ((fptr = fopen(fname,"wb")) == NULL) {
            fprintf(stderr,"WindowDump - Failed to open file for window dump\n");
            return(FALSE);
        }

        /* Copy the image into our buffer */
        glReadBuffer(GL_BACK_RIGHT);
        glReadPixels(0,0,width,height,GL_RGBA,GL_UNSIGNED_BYTE,image);

        /* Write the file */
        Write_Bitmap(fptr,image,width,height,format);
        fclose(fptr);
    }

    Destroy_Bitmap(image);
    counter++;
    return(TRUE);
}