#include "geostat.h"
#include <math.h>
#include <stdarg.h>
#include <stddef.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <time.h>
#include "chunk_array.h"
#include "log.h"
#include "memory.h"

/* build_real   */
/* build a realization in the spectral domain */
/*n: vector with the number of cells along the */
/*   X, Y and Z axes for the underlying grid   */
/*   i = [0 1 2]                               */
/*   --> 0 0 0        : n will be computed and */
/*   updated as output                         */
/*   --> nx ny nz: these dimensions are used   */
/*covar: vector defining the covariance in spectral domain   */
/*realization: vector defining the real part   */
/*ireal: vector defining the i-part   */

void build_real(int n[3], int NTOT, chunk_array_t* covar, chunk_array_t* realization, chunk_array_t* ireal, int cores) {
    double* used_ram_t0 = malloc(sizeof(double));
    getVirtualMemUsed(used_ram_t0);

    int i, j, k, maille1;
    double temp;

    log_info("RESULT = in progress, NTOT = %d, covar = %f, n[0] = %d, n[1] = %d, n[2] = %d", NTOT, *covar, n[0], n[1], n[2]);

    struct cpustat initial[cores];
    struct cpustat final[cores];

    for (int i = 0; i < cores; i++) {
        get_stats(&initial[i], i - 1);
    }

    clock_t t = clock();

    /*decomposition and multiplication in the spectral domain*/
    for (k = 1; k <= n[2]; k++) {
        for (j = 1; j <= n[1]; j++) {
            for (i = 1; i <= n[0]; i++) {
                maille1 = i + (j - 1 + (k - 1) * n[1]) * n[0];
                chunk_array_get(covar, maille1, &temp);
                if (temp > 0.) {
                    temp = sqrt(temp) / (double)NTOT;
                } else if (temp < 0.) {
                    temp = sqrt(-temp) / (double)NTOT;
                }
                double valuerealizationmaille1, valueirealmaille1;

                chunk_array_get(realization, maille1, &valuerealizationmaille1);
                chunk_array_get(ireal, maille1, &valueirealmaille1);
                
                chunk_array_save(realization, maille1, temp * valuerealizationmaille1);
                chunk_array_save(ireal, maille1, temp * valueirealmaille1);
            }
        }
    }

    t = clock() - t;
    double time_taken = ((double)t)/CLOCKS_PER_SEC; // calculate the elapsed time

    for (int i = 0; i < cores; i++) {
        get_stats(&final[i], i - 1);
    }

    for (int i = 0; i < cores; i++) {
        log_info("CPU %d: %lf%%", i, calculate_load(&initial[i], &final[i]));
    }

    double* used_ram_tf = malloc(sizeof(double));
    getVirtualMemUsed(used_ram_tf);

    log_info("RESULT = success, realization = %f, ireal = %f, ELAPSED = %f seconds, DIF USED VIRTUAL MEM = %5.1f MB", *realization, *ireal, time_taken, *used_ram_tf - *used_ram_t0);

    free(used_ram_t0);
    free(used_ram_tf);
}