/******************************************************************************

   FILE:  PROFSTAT.C
   USAGE: PROFSTAT CONTROL_FILE_NAME

          This is a set of routines for making statistical summaries
          of profile time series, especially ADCP data.  For any
          variable selected, the mean, standard deviation, and
          standard error of the mean are calculated.  A histogram
          is generated and output in any of four styles: raw,
          cumulative, normalized (divided by the number of points),
          and normalized-cumulative (which ranges from zero to one).
          This version calculates single variable statistics only.

          Before the statistics are calculated, the profile may be
          referenced to a bin range, and/or its first or second
          difference may be calculated.

          Each time range read from a list can be analyzed as an
          independent ensemble, or all the ranges can be combined
          into a single ensemble.  If the profiles are to be analyzed
          by CODAS block, use \CODAS\UTIL\LSTBTIM (List Block Time)
          to generate a list of time ranges for each block.

          The set of routines are entered from the function do_it,
          which is called from the general-purpose main program
          \CODAS\LIB\MAIN_C_L.OBJ (large memory compilation of
          \CODAS\IOSERV\MAIN_CNT.C, which opens the control file
          specified as a command line argument, strips it of
          comments prior to processing, and closes it at the end).
          It also needs to be linked to several libraries in the
          subdirectory \CODAS\LIB:  DB_L.LIB, USE_DB_L.LIB,
          IOSERV_L.LIB, VSTAT_L.LIB, and VECTOR_L.LIB.
          To compile and link using Turbo C, use PROFSTAT.BAT.

          This set of routines may be used as a template for generating
          other programs that process CODAS profile data by time
          range.  Useful extensions could include multivariate
          statistics, time series analysis, and an option to
          produce Matlab binary file output.

                            Eric Firing
                             88-03-17

89-08-08:  HUI ZHU

          1) (Minor change) The ASCII output file is automatically given the
          extension .PRS

          2) (Minor change) The control file prompts have been converted to
          one-word equivalents by using the underscore to connect words
          (specifically, step_size and time_ranges).

          3) (Major addition) Matlab data file(s) is (are) written with
          the following items for each variable (VAR; for example U or
          V):

            ARRAYS:
               pstat_VAR: n x 4, with columns [Npts, depth, mean, std_dev]
                        n is the number of rows with Npts > 0; rows with
                        Npts = 0 are deleted from the Matlab file.
               ref_VAR: 1 x 2, with columns [first_bin, last_bin]
                        (bin range of reference layer; if none was
                        used, this will be [0,0].)

            Others:
               label_VAR:  data label (as specified in control file)
               type_VAR :  data name  (as specified in control file)
               diff_VAR :  difference (0, 1, or 2 for none, first, second dif.)
               j_npts: always 1; column with Npts in pstat_VAR
               j_depth        2              depth
               j_mean         3              mean
               j_std          4              std_dev

          If "time_ranges" are "combined", only one *.MAT file will be
          generated. Otherwise, a number of MAT files will be generated,
          one for each time range, with sequential file extension M01,
          M02, ...

         Thu  12-21-1989  Eric Firing:
            Flexibility added: if depth information is lacking,
            the array index will be substituted.  Only adjust_depth()
            was modified, and there is no effect on the control file.

         Tue 12-26-89 JR:
            The program was updated so that it does not fail with
            search before beginning.
            Now that the large memory model is required anyway,
            we can open the database with directories in memory.

         Mon 07-02-90 JR:
            Program revised to use pressure if depth not available,
            and to use indexes if both are not available.
            Depth array initialized to BADFLOAT after allocating memory
            to make default to indexing work.

         Wed 08-15-90 JR:
            Program revised to use PROFILE_FLAGS, if available, to set
            database array(s) to BADFLOAT according to some mask
            specified in the control file.

         96/01/25 EF:
            Revised to call get_data_list_index in dbget_n.c instead
            of using the fixed list in include/data_lst.h.  As a
            result, profstat can now access any named array.

----------------------------------------------------------------
control file structure:

    dbname: <e.g. PEQ>
    output: <file name>
    step_size:
    ndepth: <number of depth bins to read and process>
    time_ranges: (*combined or separate*)
    (*variables list, terminated by an unrecognized data name (e.g. 'end'):*)
    <data_name>
        <data label, in quotes, for labelling the output>
        (*option list, terminated by an unrecognized option (e.g. 'end'):*)
        [reference: <bin1> to  <bin2>]
                   (*referencing range; negative for no referencing*)
        [difference: <n>]  (*n=0, 1, or 2 for none, first, second difference*)
        (*either or both of the following:*)
        [statistics: scale= <n>]   (*e.g., 0.01 for output in cm instead of m*)
        [histogram: nbins= <n0> origin= <n1> increment= <n2> style= <h|c|n>]
                    (*style is a string with one or two lower case
                    characters;
                    the presence of n and/or c indicates that
                    the display will be normalized and/or
                    cumulative;  use h if neither option
                    is desired.*)
        [flag_mask: <bit-mask>... end]
                    (*bit-mask is any one or more of those defined in
                    profmask.h; these cumulatively indicate which criteria
                    to consider in flagging profile bins as bad prior to
                    calculations*)
    (*list of YMDHMS time pairs:*)
    <yy/mm/dd hh:mm:ss> to <yy/mm/dd hh:mm:ss>
       .
       .

******************************************************************************/

#include "geninc.h"   /* DB*() */
#include "data_id.h"  /* DEPTH, ... */
#include "ioserv.h"   /* check_error() */
#include "vector.h"
#include "use_db.h"   /* get_time_range(), print_time_range(), ... */
#include "vstat.h"
#include "matfile.h"
#include "profmask.h" /* PROFILE_FLAGS mask #defines */

#define NVAR 10  /* max number of datatypes for which stats are calculated */
#define TRUE 1
#define FALSE 0

/* prototypes for functions in this file */
#if PROTOTYPE_ALLOWED
void take_difference(int i, float *data, int n);
void adjust_depth(int i, float *depth, float *depth_a, int n);
void create_mat_file(FILE *fpt, UNISTAT_TYPE *s, float *d, int bin_1st,
   int bin_last, char *data_type, int *diff);
void initialize_ensemble(void);
int get_depth(void);
int get_pressure(void);
void increment_ensemble(void);
void calculate_ensemble(void);
void print_ensemble(void);
#else
void take_difference();
void adjust_depth();
void create_mat_file();
void initialize_ensemble();
int get_depth();
int get_pressure();
void increment_ensemble();
void calculate_ensemble();
void print_ensemble();
#endif

/* global variables for this file */

static   FILE *fp_out, *fp_mat;
static   FILE_NAME_TYPE dbname, out_filename, mat_filename;
static   int   steps, ierr, type;
static   int   save_j_flag; /* 1, to save j_npts,j_depth,j_mean and j_std
                               in MAT file; 0, otherwise. */
static   unsigned int n;
static   int data_id[NVAR+1];          /* list of data types by ID */
static   char data_type[NVAR+1][20];   /* list of data types */
static   HISTOGRAM_TYPE hist[NVAR];
static   UNISTAT_TYPE ustat[NVAR];
static   int combined;                 /* flag: 1 if all in one ensemble */
static   int mflag[NVAR];              /* 1 if mean, std dev are desired */
static   int hflag[NVAR];              /* 1 if histogram is desired */
static   int nvariables;               /* number of variables analyzed */
static   int ndepth;                   /* max number of depth bins to process */
static   int difference[NVAR];         /* 0th, 1st, or 2nd difference: flag */
static   int ref_bins[NVAR][2];        /* bin range for reference calc. */
static   UBYTE flag_mask[NVAR];        /* profile flags mask */
static   float *data;
static   UBYTE *profile_flags;
static   float *depth;                 /* allocated for ndepth elements */
static   float *adj_depth;             /* adjusted when taking differences */
static   char h_style[NVAR][3];        /* printout style for each variable */
static   double stat_scale[NVAR];           /* scale for stat printout */
static   YMDHMS_TIME_TYPE start, end,  /* for time range */
                    ptime;             /* current profile time */

/* ----------------------------------------------------------------------- */
#if PROTOTYPE_ALLOWED
void create_mat_file(FILE *fpt, UNISTAT_TYPE *s, float *d,
                     int bin_1st, int bin_last, char *data_type, int *diff)
#else
void create_mat_file(fpt, s, d, bin_1st, bin_last, data_type, diff)
FILE *fpt;
UNISTAT_TYPE *s;
float *d;    /* if it is a null pointer, then the index will be used */
int bin_1st, bin_last;        /* bin range for reference calc. */
char *data_type;
int *diff;
#endif
{
   double *std_dev, *temp_n, *temp_dep, *temp_sum, temp_double[2];
   int i, j1=1, j2=2, j3=3, j4=4, k, bin_range[2];
   static MAT_ARRAY_FP_TYPE *mat_pstat_ptr;

   char pstatname[20], refname[20], labname[20], typename[20], diffname[20];

   strcpy(pstatname, "pstat_");
   strcpy(refname, "ref_");
   strcpy(labname, "label_");
   strcpy(typename, "type_");
   strcpy(diffname, "diff_");

   strncat(pstatname,data_type,13);
   strncat(refname,data_type,13);
   strncat(labname,data_type,13);
   strncat(typename,data_type,13);
   strncat(diffname,data_type,13);

   if (bin_1st < 0)
       bin_range[0] = bin_range[1] =  0;
   else {
       bin_range[0] = bin_1st+1;
       bin_range[1] = bin_last+1;
      }

   check_error( ((std_dev = (double *) calloc(s->n, sizeof(double))) == NULL),
      "allocating memory");
   check_error( ((temp_sum = (double *) calloc(s->n, sizeof(double))) == NULL),
      "allocating memory");
   check_error( ((temp_n = (double *) calloc(s->n, sizeof(double))) == NULL),
      "allocating memory");
   check_error( ((temp_dep = (double *) calloc(s->n, sizeof(double))) == NULL),
      "allocating memory");
   k = 0;
   for(i = 0; i < s->n; i++) {
     if((s->npts)[i] > 0) {        /* keep those values with npts > 0. */
       *(std_dev+k) = sqrt((s->sumsq)[i]);
       *(temp_sum+k) = s->sum[i];
       *(temp_n+k) = (double) (s->npts)[i];
       *(temp_dep+k) = (double) d[i];
       k++;
       }
    }

   if(k > 0) {
      mat_pstat_ptr   = start_mat_array(fpt, 'd',pstatname,'c', k);
      add_to_mat_array(mat_pstat_ptr, (char *)temp_n);
      add_to_mat_array(mat_pstat_ptr, (char *)temp_dep);
      add_to_mat_array(mat_pstat_ptr, (char *)temp_sum);
      add_to_mat_array(mat_pstat_ptr, (char *)std_dev);
      end_mat_array(mat_pstat_ptr);

      /* 91/11/18 jr+: save all non-double as double in mat-file */
      temp_double[0] = (double) bin_range[0];
      temp_double[1] = (double) bin_range[1];
      savemat(fpt, 'd', refname, 1, 2, 0, (char *)temp_double, (char *)NULL);
      savemat(fpt, 't', labname, 1, 1, 0, (char *)s->name, (char *)NULL);
      savemat(fpt, 't', typename, 1, 1, 0, (char *)data_type, (char *)NULL);
      temp_double[0] = (double) *diff;
      savemat(fpt, 'd', diffname, 1, 1, 0, (char *)temp_double, (char *)NULL);

      if (save_j_flag) {
        temp_double[0] = (double) j1;
        savemat(fpt, 'd', "j_npts",1, 1, 0, (char *)temp_double, (char *)NULL);
        temp_double[0] = (double) j2;
        savemat(fpt, 'd', "j_depth",1, 1, 0, (char *)temp_double, (char *)NULL);
        temp_double[0] = (double) j3;
        savemat(fpt, 'd', "j_mean",1, 1, 0, (char *)temp_double, (char *)NULL);
        temp_double[0] = (double) j4;
        savemat(fpt, 'd', "j_std",1, 1, 0, (char *)temp_double, (char *)NULL);
        }
   }
   free(std_dev);
   free(temp_sum);
   free(temp_n);
   free(temp_dep);
}

/*  In these two functions, take_difference and adjust_depth,
    the first argument gives the order of differencing to be
    done: 0 for none, 1 for first, 2 for second.
*/
#if PROTOTYPE_ALLOWED
void take_difference(int i, float *data, int n)
#else
void take_difference(i, data, n)
int i;
float *data;
int n;
#endif
{
   switch (i)
   {
      case 0:
         break;
      case 1:
         dif1(data, data, n);
         break;
      case 2:
         dif2(data, data, n);
         break;
      default:
         check_error( i, "Invalid difference flag.");
   }
   return;
}                       /* take_difference */

#if PROTOTYPE_ALLOWED
void adjust_depth(int i, float *depth, float *depth_a, int n)
#else
void adjust_depth(i, depth, depth_a, n)
int i;
float *depth, *depth_a;
int n;
#endif
{
   int j;

   switch (i)
   {
      case 0:
         for (j=0; j<n; j++)
            depth_a[j] = depth[j];
         break;
      case 1:
         avg_adjacent1(depth, depth_a, n);
         break;
      case 2:
         avg_adjacent2(depth, depth_a, n);
         break;
      default:
         check_error( i, "Invalid difference flag.");
   }
   return;
}                       /* adjust_depth */

#if PROTOTYPE_ALLOWED
int get_depth(void)
#else
int get_depth()
#endif
{
   int i;

   type = DEPTH;    /* assuming it is the same throughout the range */
   n = ndepth;
   DBGET_F(&type, depth, &n, &ierr);
   check_error( (ierr && (ierr != INVALID_TYPE_REQUEST)), "getting depth" );
   for (i = 0; i<n; i++)
      if (depth[i] >= ADJ_BADFLOAT) return(0);

   return(n);
}                       /* get_depth */

#if PROTOTYPE_ALLOWED
int get_pressure(void)     /* jr+ */
#else
int get_pressure()     /* jr+ */
#endif
{
   int i;
   type = P;        /* assuming it is the same throughout the range */
   n = ndepth;
   DBGET_F(&type, depth, &n, &ierr);
   check_error( (ierr && (ierr != INVALID_TYPE_REQUEST)), "getting pressure" );
   for (i = 0; i<n; i++)
      if (depth[i] >= ADJ_BADFLOAT) return(0);

   return(n);
}                       /* get_pressure */

#if PROTOTYPE_ALLOWED
void initialize_ensemble(void)
#else
void initialize_ensemble()
#endif
{
   int i;
   for (i=0; i<nvariables; i++)
   {
      if (mflag[i])  zero_unistat(ustat + i);
      if (hflag[i])  zero_histogram(hist + i);
   }
}                       /* initialize_ensemble */

#if PROTOTYPE_ALLOWED
void increment_ensemble(void)
#else
void increment_ensemble()
#endif
{
   unsigned int nflags = ndepth;
   int i, profile_flags_retrieved = 0;

   for (i=0; i<nvariables; i++)
   {
      type = data_id[i];
      n = ndepth;
      DBGET_F(&type, data, &n, &ierr);
      check_error( ierr, "DBGET_F");
      if (flag_mask[i] && nflags) /* nflags will be 0 if PROFILE_FLAGS not loaded */
      {
         if (! profile_flags_retrieved)
         {
            type = PROFILE_FLAGS;
            DBGET(&type, (char *) profile_flags, &nflags, &ierr);
        if (ierr == INVALID_TYPE_REQUEST) nflags = 0;
            else check_error(ierr, "DBGET profile_flags");
            profile_flags_retrieved = 1;
         }
         flag_data(data, profile_flags, min_val(n, nflags), flag_mask[i]);
      }
      subtract_reference(data, n, ref_bins[i][0], ref_bins[i][1]);
      take_difference(difference[i], data, n);
      if (mflag[i])  update_unistat(ustat+i, data, n);
      if (hflag[i])  update_histogram(hist+i, data, n);
   }
}                       /* increment_ensemble */

#if PROTOTYPE_ALLOWED
void calculate_ensemble(void)
#else
void calculate_ensemble()
#endif
{
   int i;
   for (i=0; i<nvariables; i++)
   {
      if (mflag[i])  calculate_unistat(ustat+i);
   }
}                       /* calculate_ensemble */

#if PROTOTYPE_ALLOWED
void print_ensemble(void)
#else
void print_ensemble()
#endif
{
   int i;
   for (i=0; i<nvariables; i++)
   {
      if(i == 0) /* save j_ntps, j_depth, j_mean and j_std to MAT file */
         save_j_flag = 1;
      else save_j_flag = 0;

      fprintf(fp_out, "\n Database: %s", dbname);
      if (!combined) print_time_range(fp_out, &start, &end);
      if (ref_bins[i][0] < 0)
         fprintf(fp_out, "\nNo reference layer removed.");
      else
         fprintf(fp_out, "\nReference layer: bins %d through %d",
                           ref_bins[i][0]+1, ref_bins[i][1]+1);
      if (difference[i] == 1)
         fprintf(fp_out, "\nFirst difference");
      else if (difference[i] == 2)
         fprintf(fp_out, "\nSecond difference");

      fprintf(fp_out, "\n");
      adjust_depth(difference[i], depth, adj_depth, ndepth);
      if (mflag[i]) {
         write_unistat(fp_out, ustat+i, stat_scale[i], adj_depth,
                                          "Depth or bin", 0);
         create_mat_file(fp_mat, ustat+i, adj_depth, ref_bins[i][0],
                       ref_bins[i][1],data_type[i],&(difference[i]));
        }
      fprintf(fp_out, "\n");
      if (hflag[i])
         write_histogram(fp_out, hist+i, 4, adj_depth, "Depth or bin",
                                          0, &(h_style[i][0]));
   }  /* end of loop through variables */
   fprintf(fp_out, "\n\n");
}                       /* print_ensemble */


/***************************************************************

   Parameter input structures for  do_it in PROFSTAT:

*/

NAME_LIST_ENTRY_TYPE time_ranges[] =
{
   {"separate"   , FALSE},
   {"combined"   , TRUE},
   {NULL       ,0}
};
NAME_LIST_TYPE profstat_name_lists[] =
{
   time_ranges
};
static PARAMETER_LIST_ENTRY_TYPE profstat_params[] =
{
   {" dbname:"        , " %79s"  , dbname        , TYPE_STRING},
   {" output:"        , " %79s"  , out_filename  , TYPE_STRING},
   {" step_size:"     , " %d"    , &steps        , TYPE_INT},
   {" ndepth:"        , " %d"    , &ndepth       , TYPE_INT},
   {" time_ranges:"   , " %19s"  , &combined     , TYPE_TRANS},
   {NULL              , NULL     , NULL          , 0}
};
/***************************************************************

Main routine: read the control file, process the data
accordingly.
*/

#if PROTOTYPE_ALLOWED
void do_it(FILE *fp_cnt)
#else
void do_it(fp_cnt)
FILE *fp_cnt;
#endif
{
   int      search_mode = TIME_SEARCH;

   FILE_NAME_TYPE prs_filename;       /* .PRS output file name   */
   char data_name[20];                /* for reading control file */
   char flag_name[20];
   char option[20];                   /* for reading control file */
   char title[61];                    /* for reading control file */
   int finished, end_options;         /* flags for local loop control */
   int i, nt_range=0;
   char matext[5];
   int bit_flag;          /* need a signed > UBYTE */
   int nd, id;

   check_error(get_parameters(fp_cnt, profstat_params, profstat_name_lists),
                        "getting profstat parameters");

   check_dbopen(1, dbname, READ_ONLY, DIR_IN_MEMORY);
   printf("\n\n DATABASE:  %s SUCCESSFULLY OPENED", dbname);

   new_extension(prs_filename, out_filename, ".prs");
   fp_out = check_fopen(prs_filename,"w");

   depth = (float *)calloc(ndepth, sizeof(float));
   for (i = 0; i < ndepth; i++) depth[i] = BADFLOAT; /* jr+ */
   adj_depth = (float *)calloc(ndepth, sizeof(float));
   data = (float *)calloc(ndepth, sizeof(float));
   profile_flags = (UBYTE *)calloc(ndepth, sizeof(UBYTE));
   check_error( (data == NULL || depth == NULL || adj_depth == NULL),
                "Not enough memory for depth or data arrays.");

/*
---> Turn off all the option flags.
*/
   for (i=0; i<NVAR; i++)
   {
      mflag[i] = 0;
      hflag[i] = 0;
      ref_bins[i][0] = -1;
      difference[i] = 0;
      flag_mask[i] = ALL_BITS; /* default to check all flags */
   }
/*
---> Read the list of variable id's, labels, and options.
*/
   for (i=0, finished=0; i<NVAR && !finished; i++)
   {
      check_error( (fscanf(fp_cnt, "%19s", data_name) != 1),
            "reading data name or operation");
      printf(" Data name: %s\n", data_name);
      data_id[i] = get_data_list_index(data_name);
      if (data_id[i] == -1)
      {
         if (!strcmp( data_name, "end"))  finished = 1;
         else   check_error( 1, "unrecognized data name");
      }
      else
      {
         strcpy(data_type[i],data_name);
         check_error( (get_quotation(fp_cnt, title, 60) == NULL),
                         "reading variable title");
         printf("\n Title: %s", title);
/*
---> Read the list of options for each variable.
*/
         end_options = 0;
         while (!end_options)     /* process an option */
         {
            check_error( (fscanf(fp_cnt, " %19s", option) != 1),
                  "reading data name or operation");

            if (!strcmp(option, "reference:"))
            {
               check_error( (fscanf(fp_cnt, " %d to %d",
                           &(ref_bins[i][0]), &(ref_bins[i][1])) !=2),
                           "Can't read ref bin range");
               (ref_bins[i][0])--;   /* bin 1 is element 0, etc. */
               (ref_bins[i][1])--;
            }

            else if (!strcmp(option, "difference:"))
            {
               check_error( (fscanf(fp_cnt, " %d",
                              difference+i) != 1),
                              "Difference flag is missing");
               check_error( (difference[i]<0 || difference[i]>2),
                              "Difference must be 0, 1, or 2.");
            }

            else if (!strcmp(option, "statistics:"))
            {
               check_error( (fscanf(fp_cnt, " scale= %lf", stat_scale + i) != 1),
                  "reading scale");
               mflag[i] = 1;
               allocate_unistat(ustat+i, ndepth, title, U_ALL);
            }

            else if (!strcmp(option, "histogram:"))
            {
               int nbins;
               check_error( (fscanf(fp_cnt,
                  " nbins= %d origin= %lf increment= %lf style= %2s",
                  &(nbins), &(hist[i].origin),
                  &(hist[i].bin_width), &(h_style[i][0]) ) != 4),
                  "reading histogram parameters");
               hflag[i] = 1;
               allocate_histogram(hist+i, ndepth, nbins, title);
            }

            else if (!strcmp(option, "flag_mask:"))
            {
               flag_mask[i] = 0;   /* reset to cumulate instead of default */
               do
               {
                  check_error( !fscanf(fp_cnt, " %19s", flag_name),
                     "reading flag_mask");
                  if (!strcmp(flag_name, "end")) break; /* normal loop exit */
                  check_error(
                     (BADINT == (bit_flag = get_code(profmask_list, flag_name))),
                     "unrecognized flag_mask");
                  flag_mask[i] |= (UBYTE) bit_flag; /* cumulate flag masks bit-by-bit */
               } while (1);
            }

            else if (!strcmp(option, "end"))
               end_options = 1;

            else check_error( 1, "unrecognized option");
         }              /* finished processing the option */
      }              /* all options processed for that variable */
   }              /* end of loop through variable list */
   check_error( (!finished),
      "Too many variables or missing list terminator.");
   nvariables = i-1;

/*
---> Start the loop through time ranges listed in the control file.
*/
   initialize_ensemble();
   while (get_time_range(fp_cnt, &start, &end) == 1)
   {
      DBSRCH(&search_mode, (char *)&start, &ierr);
      check_error( ( (ierr) && (ierr != SEARCH_BEFORE_BEGINNING) ), "DBSRCH" );
      if(combined) print_time_range(fp_out, &start, &end);
      nd = get_depth();
      if (nd == 0) 
         nd = get_pressure();
      if (nd != ndepth)
      {
         for (id = 0; id < ndepth; id++)
            depth[id] = id + 1;
      }

      if (!combined) initialize_ensemble();
/*
---> Start the loop through profiles within the time range.
*/
    /*  printf ("\n ierr = %d\n", ierr); */
      ierr = 0;
      while (!ierr && check_time(&ptime, &start, &end))
      {
         fprintf(stdout, "\n");
         write_ymdhms_time(stdout, &ptime);
         increment_ensemble();

         DBMOVE(&steps, &ierr);   /* ierr is checked at the start of the loop */
      }  /* end of loop through profiles within a time range */
      if (!combined)
      {
         nt_range++;
         sprintf(matext,".m%02d",nt_range);
         new_extension(mat_filename, out_filename, matext);
         fp_mat = check_fopen(mat_filename, "wb");
         calculate_ensemble();
         print_ensemble();
         fclose(fp_mat);
      }
   }  /* end of loop through time ranges read from control file */

   if (combined)
   {
      new_extension(mat_filename, out_filename, ".mat");
      fp_mat = check_fopen(mat_filename, "wb");
      calculate_ensemble();
      print_ensemble();
      fclose(fp_mat);
   }

   fclose(fp_out);
   DBCLOSE(&ierr);
   check_error(ierr, "DBCLOSE");
   free(depth);
   free(adj_depth);
   free(data);
   for (i=0; i<nvariables; i++)
   {
      if (mflag[i])  free_unistat(ustat+i);
      if (hflag[i])  free_histogram(hist+i);
   }
   printf("\nPROFSTAT completed.\n");
   return;
}