main_omp.c

#include "lab1_io.h"
#include "lab1_omp.h"
#include <omp.h>
#include <stdlib.h>
#include <time.h>

/*
	Arguments:
		arg1: K (no of clusters)
		arg2: no of threads
		arg3: input filename (data points)
		arg4: output filename (data points & cluster)
		arg5: output filename (centroids of each iteration)
*/

int main(int argc, char const *argv[])
{
	if (argc < 6){
		printf("\nLess Arguments\n");
		return 0;
	}

	if (argc > 6){
		printf("\nTOO many Arguments\n");
		return 0;
	}

	//---------------------------------------------------------------------
	int N;					//no. of data points (input)
	int K;					//no. of clusters to be formed (input)
	int num_threads;		//no. of threads to be used (input)
	int* data_points;		//data points (input)
	int* cluster_points;	//clustered data points (to be computed)
	float* centroids;			//centroids of each iteration (to be computed)
	int num_iterations;    //no of iterations performed by algo (to be computed)
	//---------------------------------------------------------------------

	double start_time, end_time;
	double computation_time;

	K = atoi(argv[1]);
	num_threads = atoi(argv[2]);

	/*
		-- Pre-defined function --
		reads dataset points from input file and creates array
		containing data points, using 3 index per data point, ie
	     -----------------------------------------------
		| pt1_x | pt1_y | pt1_z | pt2_x | pt2_y | pt2_z | ...
		 -----------------------------------------------
	*/
	dataset_in (argv[3], &N, &data_points);

	start_time = omp_get_wtime();
	// /*
	// 	*****************************************************
	// 		TODO -- You must implement this function
	// 	*****************************************************
	// */
	kmeans_omp(num_threads, N, K, data_points, &cluster_points, &centroids, &num_iterations);
	end_time = omp_get_wtime();

	// /*
	// 	-- Pre-defined function --
	// 	reads cluster_points and centroids and save it it appropriate files
	// */
	clusters_out (argv[4], N, cluster_points);
	centroids_out (argv[5], K, num_iterations, centroids);

	computation_time = end_time - start_time;
	printf("Time Taken: %lf \n", computation_time);

	char *time_file_pthread = "time_openmp.txt";
	FILE *fout = fopen(time_file_pthread, "a");
	fprintf(fout, "%f\n", computation_time);
	fclose(fout);
	
	
	return 0;
}