#include "stdio.h" #include "stdlib.h" #include "math.h" #include "paulslib.h" #include "bitmaplib.h" /* This gives a very cude C example that contours a "real world" dataset using the CONREC algorthm. This is by no means a general solution and uses many specific features of the particular data being contoured. */ /* The dimension of the grid */ int NX = 0; int NY = 0; /* The data will be scaled up by this amount to give some resolution for the contour lines. */ #define SCALE 5 /* Two dimensional array of data */ double **data; /* Arrays for the x axis and y axis coordinates */ double *xaxis,*yaxis; /* Array for the contour levels, 5 of them */ #define NCONTOUR 5 double contours[NCONTOUR]; /* Image on which the contours will be drawn, see bitmaplib.c */ BITMAP4 *image; /* Prototype for CONREC and the line drawing function */ void CONREC(double **,int,int,int,int,double *,double *,int,double *, void (*drawline)(double,double,double,double,double)); void drawline(double,double,double,double,double); /* Debugging - count the number of line segments drawn */ int vectorsdrawn = 0; int main(int argc,char **argv) { int i,j,ii,jj; int n=0,lines = 0; double sum; double x,y,z; double xmin=1e32,xmax=-1e32; double ymin=1e32,ymax=-1e32; double zmin=1e32,zmax=-1e32; COLOUR colour; BITMAP4 col,grey = {128,128,128,0}; FILE *fptr; /* Open the data file and read the header. This is specific to the test dataset being used here, the header consists of the x and y dimensions of the data grid (which need not be fill) */ if ((fptr = fopen("example.data","r")) == NULL) { fprintf(stderr,"Failed to open data file\n"); exit(-1); } if (fscanf(fptr,"%d %d",&NX,&NY) != 2) { fprintf(stderr,"Expected to be able to read width and height of grid\n"); exit(-1); } if (NX < 4 || NY < 4 || NX > 1000 || NY > 1000) { fprintf(stderr,"Got an unexpected grid size (%d x %d)\n",NX,NY); exit(-1); } /* Malloc space for the two dimensional data Initialise it to 0 */ if ((data = malloc(SCALE*NX*sizeof(double *))) == NULL) { fprintf(stderr,"Failed to malloc space for the data\n"); exit(-1); } for (i=0;i %lf\n",xmin,xmax); fprintf(stderr,"Y Range: %lf -> %lf\n",ymin,ymax); fprintf(stderr,"Z Range: %lf -> %lf\n",zmin,zmax); /* Smooth the data This is just a simple 4x4 rectangular filter, it isn't actually necessary but makes the result sexier. */ for (i=0;i= SCALE*NX) continue; if (j + jj < 0 || j + jj >= SCALE*NY) continue; sum += data[i+ii][j+jj]; n++; } } if (n <= 0) { fprintf(stderr,"No cells averaged, this shouldn't happen!\n"); exit(-1); } data[i][j] = sum / n; } } /* Set up the axis coordinates If helps to do this with thought so the line segments drawn by CONREC are in the most convenient coordinate system. */ if ((xaxis = malloc(NX*SCALE*sizeof(double))) == NULL) { fprintf(stderr,"Failed to malloc space for the xaxis data\n"); exit(-1); } for (i=0;i= NX*SCALE || x2 < 0 || x2 > NX*SCALE) fprintf(stderr,"Shouldn't get here, x out of bounds: %g %g\n",x1,x2); if (y1 < 0 || y1 >= NY*SCALE || y2 < 0 || y2 > NY*SCALE) fprintf(stderr,"Shouldn't get here, y out of bounds: %g %g\n",y1,y2); Draw_Line(image,SCALE*NX,SCALE*NY,(int)x1,(int)y1,(int)x2,(int)y2,black); vectorsdrawn++; } /* Derivation from CONREC d ! matrix of data to contour ilb,iub,jlb,jub ! index bounds of data matrix x ! data matrix column coordinates y ! data matrix row coordinates nc ! number of contour levels z ! contour levels in increasing order */ void CONREC(double **d,int ilb,int iub,int jlb,int jub, double *x,double *y,int nc,double *z, void (*ConrecLine)(double,double,double,double,double)) { #define xsect(p1,p2) (h[p2]*xh[p1]-h[p1]*xh[p2])/(h[p2]-h[p1]) #define ysect(p1,p2) (h[p2]*yh[p1]-h[p1]*yh[p2])/(h[p2]-h[p1]) int m1,m2,m3,case_value; double dmin,dmax,x1,x2,y1,y2; int i,j,k,m; double h[5]; int sh[5]; double xh[5],yh[5]; int im[4] = {0,1,1,0},jm[4]={0,0,1,1}; int castab[3][3][3] = { { {0,0,8},{0,2,5},{7,6,9} }, { {0,3,4},{1,3,1},{4,3,0} }, { {9,6,7},{5,2,0},{8,0,0} } }; double temp1,temp2; for (j=(jub-1);j>=jlb;j--) { for (i=ilb;i<=iub-1;i++) { temp1 = MIN(d[i][j],d[i][j+1]); temp2 = MIN(d[i+1][j],d[i+1][j+1]); dmin = MIN(temp1,temp2); temp1 = MAX(d[i][j],d[i][j+1]); temp2 = MAX(d[i+1][j],d[i+1][j+1]); dmax = MAX(temp1,temp2); if (dmax < z[0] || dmin > z[nc-1]) continue; for (k=0;k dmax) continue; for (m=4;m>=0;m--) { if (m > 0) { h[m] = d[i+im[m-1]][j+jm[m-1]]-z[k]; xh[m] = x[i+im[m-1]]; yh[m] = y[j+jm[m-1]]; } else { h[0] = 0.25 * (h[1]+h[2]+h[3]+h[4]); xh[0] = 0.50 * (x[i]+x[i+1]); yh[0] = 0.50 * (y[j]+y[j+1]); } if (h[m] > 0.0) sh[m] = 1; else if (h[m] < 0.0) sh[m] = -1; else sh[m] = 0; } /* Note: at this stage the relative heights of the corners and the centre are in the h array, and the corresponding coordinates are in the xh and yh arrays. The centre of the box is indexed by 0 and the 4 corners by 1 to 4 as shown below. Each triangle is then indexed by the parameter m, and the 3 vertices of each triangle are indexed by parameters m1,m2,and m3. It is assumed that the centre of the box is always vertex 2 though this isimportant only when all 3 vertices lie exactly on the same contour level, in which case only the side of the box is drawn. vertex 4 +-------------------+ vertex 3 | \ / | | \ m-3 / | | \ / | | \ / | | m=2 X m=2 | the centre is vertex 0 | / \ | | / \ | | / m=1 \ | | / \ | vertex 1 +-------------------+ vertex 2 */ /* Scan each triangle in the box */ for (m=1;m<=4;m++) { m1 = m; m2 = 0; if (m != 4) m3 = m + 1; else m3 = 1; if ((case_value = castab[sh[m1]+1][sh[m2]+1][sh[m3]+1]) == 0) continue; switch (case_value) { case 1: /* Line between vertices 1 and 2 */ x1 = xh[m1]; y1 = yh[m1]; x2 = xh[m2]; y2 = yh[m2]; break; case 2: /* Line between vertices 2 and 3 */ x1 = xh[m2]; y1 = yh[m2]; x2 = xh[m3]; y2 = yh[m3]; break; case 3: /* Line between vertices 3 and 1 */ x1 = xh[m3]; y1 = yh[m3]; x2 = xh[m1]; y2 = yh[m1]; break; case 4: /* Line between vertex 1 and side 2-3 */ x1 = xh[m1]; y1 = yh[m1]; x2 = xsect(m2,m3); y2 = ysect(m2,m3); break; case 5: /* Line between vertex 2 and side 3-1 */ x1 = xh[m2]; y1 = yh[m2]; x2 = xsect(m3,m1); y2 = ysect(m3,m1); break; case 6: /* Line between vertex 3 and side 1-2 */ x1 = xh[m1]; y1 = yh[m1]; x2 = xsect(m1,m2); y2 = ysect(m1,m2); break; case 7: /* Line between sides 1-2 and 2-3 */ x1 = xsect(m1,m2); y1 = ysect(m1,m2); x2 = xsect(m2,m3); y2 = ysect(m2,m3); break; case 8: /* Line between sides 2-3 and 3-1 */ x1 = xsect(m2,m3); y1 = ysect(m2,m3); x2 = xsect(m3,m1); y2 = ysect(m3,m1); break; case 9: /* Line between sides 3-1 and 1-2 */ x1 = xsect(m3,m1); y1 = ysect(m3,m1); x2 = xsect(m1,m2); y2 = ysect(m1,m2); break; default: break; } /* Finally draw the line */ ConrecLine(x1,y1,x2,y2,z[k]); } /* m */ } /* k - contour */ } /* i */ } /* j */ }