I am trying to use MPI to sort digits, after sorting by the different processors I want to use MPI_Gather to collect and later print all the sorted numbers but this is not working. Any help will be appreciated. Below is my code.
#include <stdio.h>
#include <time.h>
#include <math.h>
#include <stdlib.h>
#include <mpi.h> /* Include MPI's header file */
/* The IncOrder function that is called by qsort is defined as follows */
int IncOrder(const void *e1, const void *e2)
{
return (*((int *)e1) - *((int *)e2));
}
void CompareSplit(int nlocal, int *elmnts, int *relmnts, int *wspace, int keepsmall);
//int IncOrder(const void *e1, const void *e2);
int main(int argc, char *argv[]){
int n; /* The total number of elements to be sorted */
int npes; /* The total number of processes */
int myrank; /* The rank of the calling process */
int nlocal; /* The local number of elements, and the array that stores them */
int *elmnts; /* The array that stores the local elements */
int *relmnts; /* The array that stores the received elements */
int oddrank; /* The rank of the process during odd-phase communication */
int evenrank; /* The rank of the process during even-phase communication */
int *wspace; /* Working space during the compare-split operation */
int i;
MPI_Status status;
/* Initialize MPI and get system information */
MPI_Init(&argc, &argv);
MPI_Comm_size(MPI_COMM_WORLD, &npes);
MPI_Comm_rank(MPI_COMM_WORLD, &myrank);
n = 30000;//atoi(argv[1]);
nlocal = n/npes; /* Compute the number of elements to be stored locally. */
/* Allocate memory for the various arrays */
elmnts = (int *)malloc(nlocal*sizeof(int));
relmnts = (int *)malloc(nlocal*sizeof(int));
wspace = (int *)malloc(nlocal*sizeof(int));
/* Fill-in the elmnts array with random elements */
srand(time(NULL));
for (i=0; i<nlocal; i++) {
elmnts[i] = rand()%100+1;
printf("\n%d:",elmnts[i]); //print generated random numbers
}
/* Sort the local elements using the built-in quicksort routine */
qsort(elmnts, nlocal, sizeof(int), IncOrder);
/* Determine the rank of the processors that myrank needs to communicate during
* ics/ccc.gifthe */
/* odd and even phases of the algorithm */
if (myrank%2 == 0) {
oddrank = myrank-1;
evenrank = myrank+1;
} else {
oddrank = myrank+1;
evenrank = myrank-1;
}
/* Set the ranks of the processors at the end of the linear */
if (oddrank == -1 || oddrank == npes)
oddrank = MPI_PROC_NULL;
if (evenrank == -1 || evenrank == npes)
evenrank = MPI_PROC_NULL;
/* Get into the main loop of the odd-even sorting algorithm */
for (i=0; i<npes-1; i++) {
if (i%2 == 1) /* Odd phase */
MPI_Sendrecv(elmnts, nlocal, MPI_INT, oddrank, 1, relmnts,
nlocal, MPI_INT, oddrank, 1, MPI_COMM_WORLD, &status);
else /* Even phase */
MPI_Sendrecv(elmnts, nlocal, MPI_INT, evenrank, 1, relmnts,
nlocal, MPI_INT, evenrank, 1, MPI_COMM_WORLD, &status);
CompareSplit(nlocal, elmnts, relmnts, wspace, myrank < status.MPI_SOURCE);
}
MPI_Gather(elmnts,nlocal,MPI_INT,relmnts,nlocal,MPI_INT,0,MPI_COMM_WORLD);
/* The master host display the sorted array */
//int len = sizeof(elmnts)/sizeof(int);
if(myrank == 0) {
printf("\nSorted array :\n");
int j;
for (j=0;j<n;j++) {
printf("relmnts[%d] = %d\n",j,relmnts[j]);
}
printf("\n");
//printf("sorted in %f s\n\n",((double)clock() - start) / CLOCKS_PER_SEC);
}
free(elmnts); free(relmnts); free(wspace);
MPI_Finalize();
}
/* This is the CompareSplit function */
void CompareSplit(int nlocal, int *elmnts, int *relmnts, int *wspace, int keepsmall){
int i, j, k;
for (i=0; i<nlocal; i++)
wspace[i] = elmnts[i]; /* Copy the elmnts array into the wspace array */
if (keepsmall) { /* Keep the nlocal smaller elements */
for (i=j=k=0; k<nlocal; k++) {
if (j == nlocal || (i < nlocal && wspace[i] < relmnts[j]))
elmnts[k] = wspace[i++];
else
elmnts[k] = relmnts[j++];
}
} else { /* Keep the nlocal larger elements */
for (i=k=nlocal-1, j=nlocal-1; k>=0; k--) {
if (j == 0 || (i >= 0 && wspace[i] >= relmnts[j]))
elmnts[k] = wspace[i--];
else
elmnts[k] = relmnts[j--];
}
}
}
If I understand your code you’ve gathered the separately-sorted sublists back onto one process into the array
relmnts? And then printed them in order of occurrence. But I can’t see where you’ve done anything about sortingrelmnts. (I often don’t understand other people’s code, so if I have misunderstood stop reading now.)You seem to be hoping that the gather will mysteriously merge the sorted sub-lists into a sorted list for you. It ain’t going to happen ! You will need to merge the elements from the sorted sub-lists yourself, possibly after gathering them back to one process, or possibly doing some sort of ‘cascading gather’.
By this I mean, suppose that you had 32 processes, and 32 sub-lists, then you would merge the sub-lists from process 1 and process 2 onto process 1, 3 and 4 onto 3, …, 31 and 32 onto 31. Then you would merge from process 1 and 3 onto 1, …. After 5 steps you’d have the whole list merged, in sorted order, on process 1 (I’m a Fortran programmer, I start counting at 1, I should have written ‘the process with rank 0’ etc).
Incidentally, the example you put in your comment to your own question may be misleading: it sort of looks like you gathered 3 sub-lists each of 4 elements and rammed them together. But there are no elements in sub-list 1 which are smaller than any of the elements in sub-list 2, that sort of thing. How did that happen if the original list was unsorted ?