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/*--------------------------------------------------------------------
*
* Copyright (c) 1991-2025 by the GMT Team (https://www.generic-mapping-tools.org/team.html)
* See LICENSE.TXT file for copying and redistribution conditions.
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation; version 3 or any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* Contact info: www.generic-mapping-tools.org
*--------------------------------------------------------------------*/
/*
* Brief synopsis: grd2cpt reads a 2d binary gridded grdfile and creates a continuous-color-
* palette CPT, with a non-linear histogram-equalized mapping between
* hue and data value. (The linear mapping can be made with grd2cpt.)
*
* Creates a cumulative distribution function f(z) describing the data
* in the grdfile. f(z) is sampled at z values supplied by the user
* [with -S option] or guessed from the sample mean and standard deviation.
* f(z) is then found by looping over the grd array for each z and counting
* data values <= z. Once f(z) is found then a master CPT is resampled
* based on a normalized f(z).
*
* Author: Walter H. F. Smith
* Date: 1-JAN-2010
* Version: 6 API
*
* Note on KEYS: ED)=f mean -E takes an optional Dataset as argument via the +f modifier.
*/
#include "gmt_dev.h"
#include "longopt/grd2cpt_inc.h"
#define THIS_MODULE_CLASSIC_NAME "grd2cpt"
#define THIS_MODULE_MODERN_NAME "grd2cpt"
#define THIS_MODULE_LIB "core"
#define THIS_MODULE_PURPOSE "Make linear or histogram-equalized color palette table from grid"
#define THIS_MODULE_KEYS "<G{+,>C},ED)=f"
#define THIS_MODULE_NEEDS ""
#define THIS_MODULE_OPTIONS "->RVhbo"
#define GRD2CPT_N_LEVELS 11 /* The default number of levels if nothing is specified */
struct GRD2CPT_CTRL {
struct GRD2CPT_In {
bool active;
} In;
struct GRD2CPT_Out { /* -> */
bool active;
char *file;
} Out;
struct GRD2CPT_A { /* -A<transp>[+a] */
bool active;
unsigned int mode;
double value;
} A;
struct GRD2CPT_C { /* -C<cpt> or -C<color1>,<color2>[,<color3>,...] */
bool active;
char *file;
} C;
struct GRD2CPT_D { /* -D[i|o] */
bool active;
unsigned int mode;
} D;
struct GRD2CPT_E { /* -E<nlevels>[+c][+f<file>] */
bool active;
bool cdf;
char *file;
unsigned int levels;
} E;
struct GRD2CPT_F { /* -F[R|c|g|h|r|x][+c[<label>]][+k<keys>] */
bool active;
bool cat;
unsigned int model;
char *label;
char *key;
} F;
struct GRD2CPT_G { /* -Glow/high for input CPT truncation */
bool active;
double z_low, z_high;
} G;
struct GRD2CPT_H { /* -H */
bool active;
} H;
struct GRD2CPT_I { /* -I[z][c] */
bool active;
unsigned int mode;
} I;
struct GRD2CPT_L { /* -L<min_limit>/<max_limit> */
bool active;
bool minimum_given, maximum_given;
double min, max;
} L;
struct GRD2CPT_M { /* -M */
bool active;
} M;
struct GRD2CPT_N { /* -N */
bool active;
} N;
struct GRD2CPT_Q { /* -Q[i|o] */
bool active;
unsigned int mode;
} Q;
struct GRD2CPT_T { /* -T<start>/<stop>/<inc> or -T<n_levels> */
bool active;
bool interpolate;
unsigned int mode; /* 0 or 1 (-Tn) */
unsigned int n_levels;
double low, high, inc;
char *file;
} T;
struct GRD2CPT_S { /* -S<kind> */
bool active;
int kind; /* -1 symmetric +-zmin, +1 +-zmax, -2 = +-Minx(|zmin|,|zmax|), +2 = +-Max(|zmin|,|zmax|), 0 = min to max [Default] */
} S;
struct GRD2CPT_W { /* -W[w] */
bool active;
bool wrap;
} W;
struct GRD2CPT_Z { /* -Z */
bool active;
} Z;
};
static void *New_Ctrl (struct GMT_CTRL *GMT) { /* Allocate and initialize a new control structure */
struct GRD2CPT_CTRL *C;
C = gmt_M_memory (GMT, NULL, 1, struct GRD2CPT_CTRL);
/* Initialize values whose defaults are not 0/false/NULL */
C->G.z_low = C->G.z_high = GMT->session.d_NaN; /* No truncation */
return (C);
}
static void Free_Ctrl (struct GMT_CTRL *GMT, struct GRD2CPT_CTRL *C) { /* Deallocate control structure */
if (!C) return;
gmt_M_str_free (C->Out.file);
gmt_M_str_free (C->C.file);
gmt_M_str_free (C->E.file);
gmt_M_str_free (C->F.label);
gmt_M_str_free (C->T.file);
gmt_M_free (GMT, C);
}
static int usage (struct GMTAPI_CTRL *API, int level) {
const char *name = gmt_show_name_and_purpose (API, THIS_MODULE_LIB, THIS_MODULE_CLASSIC_NAME, THIS_MODULE_PURPOSE);
const char *H_OPT = (API->GMT->current.setting.run_mode == GMT_MODERN) ? " [-H]" : "";
if (level == GMT_MODULE_PURPOSE) return (GMT_NOERROR);
GMT_Usage (API, 0, "usage: %s %s [-A<transparency>[+a]] [-C<cpt>] [-D[i|o]] [-E[<nlevels>][+c][+f<file>]] "
"[-F%s] [-G<zlo>/<zhi>]%s [-I[c][z]] [-L<min_limit>/<max_limit>] [-M] [-N] [-Q[i|o]] "
"[%s] [-Sh|l|m|u] [-T<start>/<stop>/<inc>|<n>] [%s] [-W[w]] [-Z] [%s] [%s] [%s] [%s]\n",
name, GMT_INGRID, GMT_COLORMODES_OPT, H_OPT, GMT_Rgeo_OPT, GMT_V_OPT, GMT_bo_OPT, GMT_ho_OPT, GMT_o_OPT, GMT_PAR_OPT);
if (level == GMT_SYNOPSIS) return (GMT_MODULE_SYNOPSIS);
GMT_Message (API, GMT_TIME_NONE, " REQUIRED ARGUMENTS:\n");
gmt_ingrid_syntax (API, 0, "Name of one or more grid files");
GMT_Message (API, GMT_TIME_NONE, "\n OPTIONAL ARGUMENTS:\n");
GMT_Usage (API, 1, "\n-A<transparency>[+a]");
GMT_Usage (API, -2, "Set constant transparency for all colors; append +a to also include back-, for-, and nan-colors [0].");
if (gmt_list_cpt (API->GMT, 'C')) return (GMT_CPT_READ_ERROR); /* Display list of available color tables */
GMT_Usage (API, 1, "\n-D[i|o]");
GMT_Usage (API, -2, "Set back- and foreground color to match the bottom/top limits "
"in the output CPT [Default (-D or -Do) uses color output table]. Append i "
"to match the bottom/top values in the input CPT instead.");
GMT_Usage (API, 1, "\n-E[<nlevels>][+c][+f<file>]");
GMT_Usage (API, -2, "Set CPT to go from grid zmin to zmax (i.e., a linear scale). "
"Alternatively, append <nlevels> to sample equidistant color levels from zmin to zmax. "
"Instead, append +c to use the cumulative density function (cdf) to set color bounds. "
"Append +f<file> to save the CDF table to a file.");
gmt_explain_cpt_output (API, 'F');
GMT_Usage (API, 1, "\n-G<zlo>/<zhi>");
GMT_Usage (API, -2, "Truncate incoming CPT to be limited to the z-range <zlo>/<zhi>. "
"To accept one of the incoming limits, set that limit to NaN.");
GMT_Usage (API, 1, "\n-H Modern mode only: Also write CPT to standard output [Default just saves as current CPT].");
GMT_Usage (API, 1, "\n-I[c][z]");
GMT_Usage (API, -2, "Invert sense of CPT in one or two ways:");
GMT_Usage (API, 3, "c: Invert sense of color table as well as back- and foreground color [Default].");
GMT_Usage (API, 3, "z: Invert sign of z-values in the color table (takes affect before -G, T are consulted).");
GMT_Usage (API, 1, "\n-L<min_limit>/<max_limit>");
GMT_Usage (API, -2, "Limit the range of the data. Node values outside this range are set to NaN. "
"To only give min or max limit, set the other to - [Default uses actual min,max of data].");
GMT_Usage (API, 1, "\n-M Use GMT defaults to set back-, foreground, and NaN colors [Default uses color table].");
GMT_Usage (API, 1, "\n-N Do not write back-, foreground, and NaN colors [Default will].");
GMT_Usage (API, 1, "\n-Q[i|o]");
GMT_Usage (API, -2, "Assign a logarithmic colortable [Default is linear]. Append mode:");
GMT_Usage (API, 3, "i: z-values are actually log10(z). Assign colors and write z [Default].");
GMT_Usage (API, 3, "o: z-values are z, but take log10(z), assign colors and write z.");
GMT_Option (API, "R");
GMT_Usage (API, 1, "\n-Sh|l|m|u");
GMT_Usage (API, -2, "Force color tables to be symmetric about 0. Append one modifier:");
GMT_Usage (API, 3, "l: (low) for values symmetric about zero from -|zmin| to +|zmin|.");
GMT_Usage (API, 3, "u: (upper) for values symmetric about zero from -|zmax| to +|zmax|.");
GMT_Usage (API, 3, "m: (min) for values symmetric about zero -+min(|zmin|,|zmax|).");
GMT_Usage (API, 3, "h: (high) for values symmetric about zero -+max(|zmin|,|zmax|).");
GMT_Usage (API, 1, "\n-T<start>/<stop>/<inc>|<n>");
GMT_Usage (API, -2, "CDF sample points should range from <start> to <stop> by <inc>. "
"Alternatively, use -T<n> to select <n> points from a cumulative normal distribution [%d]. "
"Here, <start> maps to data min and <stop> maps to data max (but see -L) "
"[Default uses equidistant steps for a Gaussian CDF].", GRD2CPT_N_LEVELS);
GMT_Option (API, "V");
GMT_Usage (API, 1, "\n-W[w]");
GMT_Usage (API, -2, "Do not interpolate color palette. Alternatively, append w for a wrapped CPT.");
GMT_Usage (API, 1, "\n-Z Force a continuous color palette [Default is discontinuous, i.e., constant color intervals].");
GMT_Option (API, "bo,h,o,.");
return (GMT_MODULE_USAGE);
}
static int parse (struct GMT_CTRL *GMT, struct GRD2CPT_CTRL *Ctrl, struct GMT_OPTION *options) {
/* This parses the options provided to grdcut and sets parameters in CTRL.
* Any GMT common options will override values set previously by other commands.
* It also replaces any file names specified as input or output with the data ID
* returned when registering these sources/destinations with the API.
*/
int n;
unsigned int n_errors = 0, pos = 0, n_files = 0;
char txt_a[GMT_LEN512] = {""}, txt_b[GMT_LEN32] = {""}, *c = NULL;
char *T_arg = NULL, *S_arg = NULL;
struct GMT_OPTION *opt = NULL;
struct GMTAPI_CTRL *API = GMT->parent;
for (opt = options; opt; opt = opt->next) {
switch (opt->option) {
case '<': /* Input files (repeatable - check if they exist) */
Ctrl->In.active = true;
n_files++;
if (GMT_Get_FilePath (API, GMT_IS_GRID, GMT_IN, GMT_FILE_REMOTE, &(opt->arg))) n_errors++;
break;
case '>': /* Got named output file */
n_errors += gmt_M_repeated_module_option (API, Ctrl->Out.active);
n_errors += gmt_get_required_file (GMT, opt->arg, opt->option, 0, GMT_IS_DATASET, GMT_OUT, GMT_FILE_LOCAL, &(Ctrl->Out.file));
break;
/* Processes program-specific parameters */
case 'A': /* Sets transparency [-A<transp>[+a]] */
n_errors += gmt_M_repeated_module_option (API, Ctrl->A.active);
if (opt->arg[0] == '+') { /* Old syntax */
Ctrl->A.mode = 1;
Ctrl->A.value = 0.01 * atof (&opt->arg[1]);
}
else if ((c = strstr (opt->arg, "+a"))) {
Ctrl->A.mode = 1;
c[0] = '\0';
Ctrl->A.value = 0.01 * atof (opt->arg);
c[0] = '+';
}
else
Ctrl->A.value = 0.01 * atof (opt->arg);
break;
case 'C': /* Get CPT */
n_errors += gmt_M_repeated_module_option (API, Ctrl->C.active);
if (opt->arg[0]) Ctrl->C.file = strdup (opt->arg);
break;
case 'D': /* Set fore/back-ground to match end-colors */
n_errors += gmt_M_repeated_module_option (API, Ctrl->D.active);
Ctrl->D.mode = 1;
if (opt->arg[0] == 'i') Ctrl->D.mode = 2;
break;
case 'E': /* Use n levels */
n_errors += gmt_M_repeated_module_option (API, Ctrl->E.active);
if (opt->arg[0]) { /* Got an argument */
if (gmt_validate_modifiers (GMT, opt->arg, 'E', "cf", GMT_MSG_ERROR)) n_errors++;
if ((c = gmt_first_modifier (GMT, opt->arg, "cf")) ) {
while (gmt_getmodopt (GMT, 'E', c, "cf", &pos, txt_a, &n_errors) && n_errors == 0) {
switch (txt_a[0]) {
case 'c': Ctrl->E.cdf = true; break; /* Determine Cumulative Density Function */
case 'f':
if (txt_a[1])
Ctrl->E.file = strdup (&txt_a[1]);
else {
GMT_Report (API, GMT_MSG_ERROR, "Option -E: No filename given via +f\n");
n_errors++;
}
break; /* Incremental distance */
default: break; /* These are caught in gmt_getmodopt so break is just for Coverity */
}
}
c[0] = '\0'; /* Chop off the modifiers */
}
if (sscanf (opt->arg, "%d", &Ctrl->E.levels) != 1) {
GMT_Report (API, GMT_MSG_ERROR, "Option -E: Cannot decode value given\n");
n_errors++;
}
if (c) c[0] = '+'; /* Restore modifiers */
}
break;
case 'F': /* Set color model for output */
n_errors += gmt_M_repeated_module_option (API, Ctrl->F.active);
if (gmt_validate_modifiers (GMT, opt->arg, 'F', "ck", GMT_MSG_ERROR)) n_errors++;
if (gmt_get_modifier (opt->arg, 'c', txt_a)) {
Ctrl->F.cat = true;
if (txt_a[0]) Ctrl->F.label = strdup (txt_a);
}
if (gmt_get_modifier (opt->arg, 'k', txt_a)) {
Ctrl->F.cat = true;
if (txt_a[0]) Ctrl->F.key = strdup (txt_a);
}
switch (opt->arg[0]) {
case '\0': case '+': case 'R': Ctrl->F.model = GMT_RGB; break;
case 'r': Ctrl->F.model = GMT_RGB + GMT_NO_COLORNAMES; break;
case 'g': Ctrl->F.model = GMT_GRAY; break;
case 'h': Ctrl->F.model = GMT_HSV; break;
case 'c': Ctrl->F.model = GMT_CMYK; break;
case 'x': Ctrl->F.model = GMT_RGB + GMT_HEX_COLOR; break;
default:
GMT_Report (API, GMT_MSG_ERROR, "Option -F: Unrecognized directive %c\n", opt->arg[0]);
n_errors++;
break;
}
break;
case 'G': /* truncate incoming CPT */
n_errors += gmt_M_repeated_module_option (API, Ctrl->G.active);
n_errors += gmt_get_limits (GMT, 'G', opt->arg, 0, &Ctrl->G.z_low, &Ctrl->G.z_high);
break;
case 'H': /* Modern mode only: write CPT to stdout */
n_errors += gmt_M_repeated_module_option (API, Ctrl->H.active);
n_errors += gmt_get_no_argument (GMT, opt->arg, opt->option, 0);
break;
case 'I': /* Invert table */
n_errors += gmt_M_repeated_module_option (API, Ctrl->I.active);
if ((Ctrl->I.mode = gmt_parse_inv_cpt (GMT, opt->arg)) == UINT_MAX)
n_errors++;
break;
case 'L': /* Limit data range */
n_errors += gmt_M_repeated_module_option (API, Ctrl->L.active);
if ((n = sscanf (opt->arg, "%[^/]/%s", txt_a, txt_b)) != 2) {
GMT_Report (API, GMT_MSG_ERROR, "Option -L: Cannot decode two limits\n");
n_errors++;
}
else { /* Assign limits unless give as "-" which means to skip that limit */
if (strcmp (txt_a, "-")) Ctrl->L.min = atof (txt_a), Ctrl->L.minimum_given = true;
if (strcmp (txt_b, "-")) Ctrl->L.max = atof (txt_b), Ctrl->L.maximum_given = true;
}
break;
case 'M': /* Override fore/back/NaN using GMT defaults */
n_errors += gmt_M_repeated_module_option (API, Ctrl->M.active);
n_errors += gmt_get_no_argument (GMT, opt->arg, opt->option, 0);
break;
case 'N': /* Do not write F/B/N colors */
n_errors += gmt_M_repeated_module_option (API, Ctrl->N.active);
n_errors += gmt_get_no_argument (GMT, opt->arg, opt->option, 0);
break;
case 'Q': /* Logarithmic data */
n_errors += gmt_M_repeated_module_option (API, Ctrl->Q.active);
if (opt->arg[0] == 'o') /* Input data is z, but take log10(z) before interpolation colors */
Ctrl->Q.mode = 2;
else /* Input is log10(z) */
Ctrl->Q.mode = 1;
break;
case 'T': /* Sets sample range */
n_errors += gmt_M_repeated_module_option (API, Ctrl->T.active);
T_arg = opt->arg;
break;
case 'S': /* Force symmetry */
n_errors += gmt_M_repeated_module_option (API, Ctrl->S.active);
S_arg = opt->arg;
break;
case 'W': /* Do not interpolate colors */
n_errors += gmt_M_repeated_module_option (API, Ctrl->W.active);
if (opt->arg[0] == 'w') {
Ctrl->W.wrap = true;
Ctrl->W.active = false;
}
break;
case 'Z': /* Continuous colors */
n_errors += gmt_M_repeated_module_option (API, Ctrl->Z.active);
n_errors += gmt_get_no_argument (GMT, opt->arg, opt->option, 0);
break;
default: /* Report bad options */
n_errors += gmt_default_option_error (GMT, opt);
break;
}
}
if (T_arg) { /* Must handle old or new syntax */
if (strchr ("-+_=", T_arg[0]) && T_arg[1] == '\0') { /* Old -Targs for symmetry given */
if (gmt_M_compat_check (GMT, 5)) { /* OK to parse that? */
GMT_Report (API, GMT_MSG_COMPAT, "Option -T-|+|_|= is deprecated; use -Sl|u|m|h instead.\n");
Ctrl->S.active = true;
if (!S_arg) Ctrl->T.active = false;
switch (T_arg[0]) {
case '-': Ctrl->S.kind = -1; break; /* Symmetric with |zmin| range */
case '+': Ctrl->S.kind = +1; break; /* Symmetric with |zmax| range */
case '_': Ctrl->S.kind = -2; break; /* Symmetric with min(|zmin|,|zmax|) range */
case '=': Ctrl->S.kind = +2; break; /* Symmetric with max(|zmin|,|zmax|) range */
default: break;
}
}
else {
GMT_Report (API, GMT_MSG_ERROR, "Option -T: Cannot decode values %s\n", T_arg);
n_errors++;
}
}
else { /* Got correct modern args */
if (strchr (T_arg, '/')) { /* Gave low/high/inc */
if (sscanf (T_arg, "%lf/%lf/%lf", &Ctrl->T.low, &Ctrl->T.high, &Ctrl->T.inc) != 3) {
GMT_Report (API, GMT_MSG_ERROR, "Option -T: Cannot decode values\n");
n_errors++;
}
Ctrl->T.mode = 0;
}
else if (T_arg[0]) { /* Gave -T<nlevels> */
Ctrl->T.n_levels = atoi (T_arg);
Ctrl->T.mode = 1;
}
}
}
if (S_arg) { /* Must handle old or new syntax */
if (strchr ("hlmu", S_arg[0]) && S_arg[1] == '\0') { /* New -S for symmetry */
switch (S_arg[0]) {
case 'l': Ctrl->S.kind = -1; break; /* Symmetric with |zmin| range */
case 'u': Ctrl->S.kind = +1; break; /* Symmetric with |zmax| range */
case 'm': Ctrl->S.kind = -2; break; /* Symmetric with min(|zmin|,|zmax|) range */
case 'h': Ctrl->S.kind = +2; break; /* Symmetric with max(|zmin|,|zmax|) range */
default: break;
}
}
else if (gmt_M_compat_check (GMT, 5)) { /* Old-style -S range */
GMT_Report (API, GMT_MSG_COMPAT, "Option -S<start>/<stop>/<inc> or -S<n> is deprecated; use -T instead.\n");
if (strchr (S_arg, '/')) { /* Gave low/high/inc */
if (sscanf (S_arg, "%lf/%lf/%lf", &Ctrl->T.low, &Ctrl->T.high, &Ctrl->T.inc) != 3) {
GMT_Report (API, GMT_MSG_ERROR, "Option -T: Cannot decode values %s\n", S_arg);
n_errors++;
}
Ctrl->T.mode = 0;
}
else if (S_arg[0]) { /* Gave -S<nlevels> */
Ctrl->T.n_levels = atoi (S_arg);
Ctrl->T.mode = 1;
}
if (!T_arg) Ctrl->S.active = false;
Ctrl->T.active = true;
}
else {
GMT_Report (API, GMT_MSG_ERROR, "Option -S: Cannot decode values %s\n", S_arg);
n_errors++;
}
}
if (Ctrl->H.active && GMT->current.setting.run_mode == GMT_CLASSIC) {
GMT_Report (API, GMT_MSG_WARNING, "Option -H: Only available in modern mode - ignored in classic mode\n");
Ctrl->H.active = false;
}
n_errors += gmt_M_check_condition (GMT, Ctrl->C.active && Ctrl->C.file == NULL,
"Options -C: No CPT argument given\n");
n_errors += gmt_M_check_condition (GMT, n_files < 1, "No grid name(s) specified.\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->W.active && Ctrl->Z.active,
"Options -W and -Z cannot be used simultaneously\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->F.cat && Ctrl->Z.active,
"Options -F+c and -Z cannot be used simultaneously\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->L.active && Ctrl->L.minimum_given && Ctrl->L.maximum_given && Ctrl->L.min >= Ctrl->L.max,
"Option -L: min_limit must be less than max_limit.\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->T.active && Ctrl->T.mode == 0 && (Ctrl->T.high <= Ctrl->T.low || Ctrl->T.inc <= 0.0),
"Option -T: Bad arguments\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->T.active && Ctrl->T.mode == 1 && Ctrl->T.n_levels == 0,
"Option -T: Bad arguments\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->T.active && (Ctrl->S.active || Ctrl->E.active),
"Option -T: Cannot be combined with -E nor -S option.\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->E.file && !Ctrl->E.cdf, "Option -E modifier +f is only valid if +c is used\n");
n_errors += gmt_M_check_condition (GMT, Ctrl->A.active && (Ctrl->A.value < 0.0 || Ctrl->A.value > 1.0),
"Option -A: Transparency must be n 0-100 range [0 or opaque]\n");
return (n_errors ? GMT_PARSE_ERROR : GMT_NOERROR);
}
GMT_LOCAL int grd2cpt_free_the_grids (struct GMTAPI_CTRL *API, struct GMT_GRID **G, char **grdfile, uint64_t n) {
/* Free what we are pointing to */
uint64_t k;
for (k = 0; k < n; k++) {
gmt_M_str_free (grdfile[k]);
if (GMT_Destroy_Data (API, &G[k]) != GMT_NOERROR)
return (API->error);
}
return (GMT_NOERROR);
}
#define bailout(code) {gmt_M_free_options (mode); return (code);}
#define Return(code) {Free_Ctrl (GMT, Ctrl); gmt_end_module (GMT, GMT_cpy); bailout (code);}
EXTERN_MSC int gmtlib_compare_observation (const void *a, const void *b);
EXTERN_MSC int GMT_grd2cpt (void *V_API, int mode, void *args) {
uint64_t ij, k, ngrd = 0, nxyg, nxy = 0, nfound, ngood;
openmp_int row, col;
unsigned int j, cpt_flags = 0;
int signed_levels, error = 0;
size_t n_alloc = GMT_TINY_CHUNK;
bool write = false, interpolate = true;
char format[GMT_BUFSIZ] = {""}, **grdfile = NULL;
double *z = NULL, wesn[4], mean, sd, wsum = 0.0, scale;
struct CDF_CPT {
double z; /* Data value */
double f; /* Cumulative distribution function f(z) */
} *cdf_cpt = NULL;
struct GMT_OPTION *opt = NULL;
struct GMT_PALETTE *Pin = NULL, *Pout = NULL;
struct GMT_GRID **G, *W = NULL;
struct GMT_OBSERVATION *pair = NULL;
struct GRD2CPT_CTRL *Ctrl = NULL;
struct GMT_CTRL *GMT = NULL, *GMT_cpy = NULL;
struct GMT_OPTION *options = NULL;
struct GMTAPI_CTRL *API = gmt_get_api_ptr (V_API); /* Cast from void to GMTAPI_CTRL pointer */
/*----------------------- Standard module initialization and parsing ----------------------*/
if (API == NULL) return (GMT_NOT_A_SESSION);
if (mode == GMT_MODULE_PURPOSE) return (usage (API, GMT_MODULE_PURPOSE)); /* Return the purpose of program */
options = GMT_Create_Options (API, mode, args); if (API->error) return (API->error); /* Set or get option list */
if ((error = gmt_report_usage (API, options, 0, usage)) != GMT_NOERROR) bailout (error); /* Give usage if requested */
/* Parse the command-line arguments */
if ((GMT = gmt_init_module (API, THIS_MODULE_LIB, THIS_MODULE_CLASSIC_NAME, THIS_MODULE_KEYS, THIS_MODULE_NEEDS, module_kw, &options, &GMT_cpy)) == NULL) bailout (API->error); /* Save current state */
if (GMT_Parse_Common (API, THIS_MODULE_OPTIONS, options)) Return (API->error);
Ctrl = New_Ctrl (GMT); /* Allocate and initialize a new control structure */
if ((error = parse (GMT, Ctrl, options)) != 0) Return (error);
/*---------------------------- This is the grd2cpt main code ----------------------------*/
if (!Ctrl->C.active) { /* No table specified; set GMT->current.setting.cpt table */
Ctrl->C.active = true;
Ctrl->C.file = strdup (GMT->current.setting.cpt);
}
if (!Ctrl->E.active) Ctrl->E.levels = (Ctrl->T.n_levels > 0) ? Ctrl->T.n_levels : GRD2CPT_N_LEVELS; /* Default number of levels */
if (Ctrl->E.cdf && Ctrl->E.levels == 0) Ctrl->E.levels = GRD2CPT_N_LEVELS;
if (Ctrl->M.active) cpt_flags |= GMT_CPT_NO_BNF; /* bit 0 controls if BFN is determined by parameters */
if (Ctrl->D.mode == 2) cpt_flags |= GMT_CPT_EXTEND_BNF; /* bit 1 controls if BF will be set to equal bottom/top rgb value */
if (Ctrl->Z.active) cpt_flags |= GMT_CPT_CONTINUOUS; /* Controls if final CPT should be continuous in case input is a list of colors */
if ((Pin = GMT_Read_Data (API, GMT_IS_PALETTE, GMT_IS_FILE, GMT_IS_NONE, cpt_flags, NULL, Ctrl->C.file, NULL)) == NULL) {
Return (API->error);
}
if ((API->error = gmt_validate_cpt_parameters (GMT, Pin, Ctrl->C.file, &interpolate, &(Ctrl->Z.active))))
Return (API->error)
if (Ctrl->I.mode & GMT_CPT_Z_REVERSE) /* Must reverse the z-values before anything else */
gmt_scale_cpt (GMT, Pin, -1.0);
if (Ctrl->G.active) { /* Attempt truncation */
struct GMT_PALETTE *Ptrunc = gmt_truncate_cpt (GMT, Pin, Ctrl->G.z_low, Ctrl->G.z_high); /* Possibly truncate the CPT */
if (Ptrunc == NULL)
Return (EXIT_FAILURE);
Pin = Ptrunc;
}
if (Ctrl->W.wrap) Pin->is_wrapping = true; /* A cyclic CPT has been requested */
write = (GMT->current.setting.run_mode == GMT_CLASSIC || Ctrl->H.active); /* Only output to stdout in classic mode and with -H in modern mode */
GMT_Report (API, GMT_MSG_INFORMATION, "Processing input grid(s)\n");
gmt_M_memset (wesn, 4, double);
if (GMT->common.R.active[RSET]) gmt_M_memcpy (wesn, GMT->common.R.wesn, 4, double); /* Subset */
G = gmt_M_memory (GMT, NULL, n_alloc, struct GMT_GRID *); /* Potentially an array of grids */
grdfile = gmt_M_memory (GMT, NULL, n_alloc, char *); /* Potentially an array of gridfile names */
for (opt = options, k = 0; opt; opt = opt->next) {
if (opt->option != '<') continue; /* We are only processing input files here */
if ((G[k] = GMT_Read_Data (API, GMT_IS_GRID, GMT_IS_FILE, GMT_IS_SURFACE, GMT_CONTAINER_AND_DATA, wesn, opt->arg, NULL)) == NULL) {
error = grd2cpt_free_the_grids (API, G, grdfile, k);
gmt_M_free (GMT, G);
gmt_M_free (GMT, grdfile);
Return ((error) ? error : API->error);
}
grdfile[k] = strdup (opt->arg);
if (k && !(G[k]->header->n_columns == G[k-1]->header->n_columns && G[k]->header->n_rows == G[k-1]->header->n_rows)) {
GMT_Report (API, GMT_MSG_ERROR, "Grids do not have the same domain!\n");
error = grd2cpt_free_the_grids (API, G, grdfile, k);
gmt_M_free (GMT, G);
gmt_M_free (GMT, grdfile);
Return ((error) ? error : API->error);
}
k++;
if (k == n_alloc) {
size_t old_n_alloc = n_alloc;
n_alloc += GMT_TINY_CHUNK;
G = gmt_M_memory (GMT, G, n_alloc, struct GMT_GRID *);
gmt_M_memset (&(G[old_n_alloc]), n_alloc - old_n_alloc, struct GMT_GRID *); /* Set to NULL */
grdfile = gmt_M_memory (GMT, grdfile, n_alloc, char *);
gmt_M_memset (&(grdfile[old_n_alloc]), n_alloc - old_n_alloc, char *); /* Set to NULL */
}
}
ngrd = k;
if (ngrd < n_alloc) {
G = gmt_M_memory (GMT, G, ngrd, struct GMT_GRID *);
grdfile = gmt_M_memory (GMT, grdfile, ngrd, char *);
}
nxyg = G[0]->header->nm * ngrd;
if (Ctrl->E.cdf) {
pair = gmt_M_memory (GMT, NULL, nxyg, struct GMT_OBSERVATION);
W = gmt_duplicate_grid (GMT, G[0], GMT_DUPLICATE_ALLOC);
/* Determine the area weights */
gmt_get_cellarea (GMT, W);
}
/* Loop over the files and find NaNs. If set limits, may create more NaNs */
/* We use the G[0]->header to keep limits representing all the grids */
nfound = 0;
mean = sd = 0.0;
if (Ctrl->L.active) { /* Loop over the grdfiles, and set anything outside the limiting values to NaN. */
G[0]->header->z_min = (Ctrl->L.minimum_given) ? Ctrl->L.min : G[0]->header->z_max;
G[0]->header->z_max = (Ctrl->L.maximum_given) ? Ctrl->L.max : G[0]->header->z_min;
for (k = 0; k < ngrd; k++) { /* For each grid */
gmt_M_grd_loop (GMT, G[k], row, col, ij) {
if (gmt_M_is_fnan (G[k]->data[ij]))
nfound++;
else {
if (Ctrl->L.minimum_given && G[k]->data[ij] < Ctrl->L.min) {
nfound++;
G[k]->data[ij] = GMT->session.f_NaN;
}
else if (Ctrl->L.maximum_given && G[k]->data[ij] > Ctrl->L.max) {
nfound++;
G[k]->data[ij] = GMT->session.f_NaN;
}
else if (Ctrl->E.cdf) {
pair[nxy].value = G[k]->data[ij];
pair[nxy++].weight = W->data[ij];
wsum += W->data[ij];
}
else {
mean += G[k]->data[ij];
sd += G[k]->data[ij] * G[k]->data[ij];
if (!Ctrl->L.minimum_given && G[k]->data[ij] < Ctrl->L.min) Ctrl->L.min = G[k]->data[ij];
if (!Ctrl->L.maximum_given && G[k]->data[ij] > Ctrl->L.max) Ctrl->L.max = G[k]->data[ij];
}
}
}
}
if (!Ctrl->L.minimum_given) G[0]->header->z_min = Ctrl->L.min;
if (!Ctrl->L.maximum_given) G[0]->header->z_max = Ctrl->L.max;
}
else {
Ctrl->L.min = G[0]->header->z_max; /* This is just to double check G[k]->header->z_min, G[k]->header->z_max */
Ctrl->L.max = G[0]->header->z_min;
for (k = 0; k < ngrd; k++) { /* For each grid */
gmt_M_grd_loop (GMT, G[k], row, col, ij) {
if (gmt_M_is_fnan (G[k]->data[ij]))
nfound++;
else if (Ctrl->E.cdf) {
pair[nxy].value = G[k]->data[ij];
pair[nxy++].weight = W->data[ij];
wsum += W->data[ij];
}
else {
if (G[k]->data[ij] < Ctrl->L.min) Ctrl->L.min = G[k]->data[ij];
if (G[k]->data[ij] > Ctrl->L.max) Ctrl->L.max = G[k]->data[ij];
mean += G[k]->data[ij];
sd += G[k]->data[ij] * G[k]->data[ij];
}
}
}
G[0]->header->z_min = Ctrl->L.min;
G[0]->header->z_max = Ctrl->L.max;
}
if (Ctrl->E.cdf) {
gmt_free_grid (GMT, &W, true); /* Done with the area weights grid */
/* Sort observations on z */
qsort (pair, nxy, sizeof (struct GMT_OBSERVATION), gmtlib_compare_observation);
/* Compute normalized cumulative weights */
scale = 1.0 / wsum; /* Do avoid division later */
wsum = 0.0; /* Do this in double precision since GMT_OBSERVATION is just float */
for (k = 0; k < nxy; k++) { /* Build CDF from tiny to 1 */
pair[k].weight *= scale;
wsum += pair[k].weight;
pair[k].weight = (gmt_grdfloat)wsum;
}
if (Ctrl->E.file) { /* Save the CDF to file */
uint64_t dim[4] = {1, 1, nxy, 2};
struct GMT_DATASET *CDF = NULL;
struct GMT_DATASEGMENT *S = NULL;
if ((CDF = GMT_Create_Data (API, GMT_IS_DATASET, GMT_IS_POINT, 0, dim, NULL, NULL, 0, 0, NULL)) == NULL) {
GMT_Report (API, GMT_MSG_ERROR, "Unable to allocate memory for CDF output.\n");
Return (GMT_MEMORY_ERROR);
}
S = CDF->table[0]->segment[0];
for (k = 0; k < nxy; k++) {
S->data[GMT_X][k] = pair[k].value;
S->data[GMT_Y][k] = pair[k].weight;
}
if (GMT_Write_Data (API, GMT_IS_DATASET, GMT_IS_FILE, GMT_IS_POINT, GMT_WRITE_NORMAL, NULL, Ctrl->E.file, CDF) != GMT_NOERROR) {
GMT_Report (API, GMT_MSG_ERROR, "Unable to write CDF output.\n");
Return (API->error);
}
}
}
if (Ctrl->E.active && Ctrl->E.levels == 0) { /* Use existing CPT structure, just linearly change z */
if ((Pout = GMT_Duplicate_Data (API, GMT_IS_PALETTE, GMT_DUPLICATE_ALLOC, Pin)) == NULL) return (API->error);
if ((gmt_stretch_cpt (GMT, Pout, Ctrl->L.min, Ctrl->L.max)) == GMT_PARSE_ERROR)
Return (GMT_RUNTIME_ERROR);
if (Ctrl->I.mode & GMT_CPT_C_REVERSE)
gmt_invert_cpt (GMT, Pout); /* Also flip the colors */
cpt_flags = 0;
if (Ctrl->N.active) cpt_flags |= GMT_CPT_NO_BNF; /* bit 0 controls if BFN will be written out */
if (Ctrl->D.mode == 1) cpt_flags |= GMT_CPT_EXTEND_BNF; /* bit 1 controls if BF will be set to equal bottom/top rgb value */
if (Ctrl->F.active) Pout->model = Ctrl->F.model;
if (Ctrl->F.cat) Pout->categorical = GMT_CPT_CATEGORICAL_VAL;
if (write && GMT_Write_Data (API, GMT_IS_PALETTE, GMT_IS_FILE, GMT_IS_NONE, cpt_flags, NULL, Ctrl->Out.file, Pout) != GMT_NOERROR) {
Return (API->error);
}
if (!write)
gmt_save_current_cpt (GMT, Pout, cpt_flags); /* Save for use by session, if modern */
grd2cpt_free_the_grids (API, G, grdfile, ngrd);
gmt_M_free (GMT, G);
gmt_M_free (GMT, grdfile);
Return (GMT_NOERROR);
}
ngood = nxyg - nfound; /* This is the number of non-NaN points for the cdf function */
mean /= ngood;
sd /= ngood;
sd = sqrt (sd - mean * mean);
if (gmt_M_is_verbose (GMT, GMT_MSG_WARNING)) {
sprintf (format, "Mean and S.D. of data are %s %s\n",
GMT->current.setting.format_float_out, GMT->current.setting.format_float_out);
GMT_Report (API, GMT_MSG_INFORMATION, format, mean, sd);
}
/* Decide how to make steps in z. */
if (Ctrl->T.active && Ctrl->T.mode == 0) { /* Use predefined levels and interval */
unsigned int i, j;
Ctrl->E.levels = (G[0]->header->z_min < Ctrl->T.low) ? 1 : 0;
Ctrl->E.levels += urint (floor((Ctrl->T.high - Ctrl->T.low)/Ctrl->T.inc)) + 1;
if (G[0]->header->z_max > Ctrl->T.high) Ctrl->E.levels++;
cdf_cpt = gmt_M_memory (GMT, NULL, Ctrl->E.levels, struct CDF_CPT);
if (G[0]->header->z_min < Ctrl->T.low) {
cdf_cpt[0].z = G[0]->header->z_min;
cdf_cpt[1].z = Ctrl->T.low;
i = 2;
}
else {
cdf_cpt[0].z = Ctrl->T.low;
i = 1;
}
j = (G[0]->header->z_max > Ctrl->T.high) ? Ctrl->E.levels - 1 : Ctrl->E.levels;
while (i < j) {
cdf_cpt[i].z = cdf_cpt[i-1].z + Ctrl->T.inc;
i++;
}
if (j == Ctrl->E.levels-1) cdf_cpt[j].z = G[0]->header->z_max;
}
else if (Ctrl->S.active || (Ctrl->E.active && !Ctrl->E.cdf)) { /* Make an equaldistant color map from G[k]->header->z_min to G[k]->header->z_max */
double start, range;
switch (Ctrl->S.kind) {
case -1:
start = -fabs (G[0]->header->z_min);
break;
case 1:
start = -fabs (G[0]->header->z_max);
break;
case -2:
start = -MIN (fabs (G[0]->header->z_min), fabs (G[0]->header->z_max));
break;
case 2:
start = -MAX (fabs (G[0]->header->z_min), fabs (G[0]->header->z_max));
break;
default:
start = G[0]->header->z_min;
break;
}
range = (Ctrl->S.kind) ? 2.0 * fabs (start) : G[0]->header->z_max - G[0]->header->z_min;
range *= (1.0 + GMT_CONV8_LIMIT); /* To ensure the max grid values do not exceed the CPT limit due to round-off issues */
start -= fabs (start) * GMT_CONV8_LIMIT; /* To ensure the start of cpt is less than min value due to roundoff */
Ctrl->T.inc = range / (double)(Ctrl->E.levels - 1);
cdf_cpt = gmt_M_memory (GMT, NULL, Ctrl->E.levels, struct CDF_CPT);
for (j = 0; j < Ctrl->E.levels; j++) cdf_cpt[j].z = start + j * Ctrl->T.inc;
}
else if (Ctrl->E.cdf) { /* Use the cumulative weighted distribution to issue the desired equal-area level boundaries */
double dw = pair[nxy-1].weight / (Ctrl->E.levels - 1), p = 0.0, dp = 1.0 / (Ctrl->E.levels - 1);
cdf_cpt = gmt_M_memory (GMT, NULL, Ctrl->E.levels, struct CDF_CPT);
cdf_cpt[0].z = pair[0].value;
wsum = dw; p = dp;
GMT_Report (API, GMT_MSG_INFORMATION, "Evaluated %d equidistant points on the cumulative density function:\n", Ctrl->E.levels);
GMT_Report (API, GMT_MSG_INFORMATION, "z = %16g cdf(z) = %6.4f\n", cdf_cpt[0].z, 0.0);
for (j = 1, k = 0; j < (Ctrl->E.levels - 1); j++) {
while (k < nxy && pair[k].weight < wsum) k++; /* k is the point with weight >= wsum; so a linear interpolation */
cdf_cpt[j].z = pair[k-1].value + (wsum - pair[k-1].weight) * (pair[k].value - pair[k-1].value) / (pair[k].weight - pair[k-1].weight);
GMT_Report (API, GMT_MSG_INFORMATION, "z = %16g cdf(z) = %6.4f\n", cdf_cpt[j].z, p);
wsum += dw; /* Next area boundary */
p += dp; /* Next CDF value */
}
cdf_cpt[Ctrl->E.levels-1].z = pair[nxy-1].value;
GMT_Report (API, GMT_MSG_INFORMATION, "z = %16g cdf(z) = %6.4f\n", cdf_cpt[Ctrl->E.levels-1].z, 1.0);
gmt_M_free (GMT, pair);
/* Make sure we do not have slices with no z-range */
p = 0.0;
dp = GMT_CONV8_LIMIT * (cdf_cpt[Ctrl->E.levels-1].z - cdf_cpt[0].z);
for (j = 1; j < (Ctrl->E.levels - 1); j++) {
if (doubleAlmostEqualZero (cdf_cpt[j-1].z, cdf_cpt[j].z+p)) {
GMT_Report (API, GMT_MSG_WARNING, "CDF is vertical, adding %g to have monotonic increasing z-values:\n", dp);
p += dp;
cdf_cpt[j].z += p;
}
}
}
else { /* This is completely ad-hoc. It chooses z based on equidistant steps [of 0.1 unless -Sn set] for a Gaussian CDF: */
double z_inc = 1.0 / (Ctrl->E.levels - 1); /* Increment between selected points [0.1] */
double zcrit_tail = gmt_zcrit (GMT, 1.0 - z_inc); /* Get the +/- z-value containing bulk of distribution, with z_inc in each tail */
cdf_cpt = gmt_M_memory (GMT, NULL, Ctrl->E.levels, struct CDF_CPT);
if ((mean - zcrit_tail*sd) <= G[0]->header->z_min || (mean + zcrit_tail*sd) >= G[0]->header->z_max) {
/* Adjust mean/std so that our critical locations are still inside the min/max of the data */
mean = 0.5 * (G[0]->header->z_min + G[0]->header->z_max);
sd = (G[0]->header->z_max - mean) / 1.5; /* This factor of 1.5 probably needs to change since z_inc is no longer fixed at 0.1 */
if (sd <= 0.0) {
GMT_Report (API, GMT_MSG_ERROR, "Min and Max data values are equal.\n");
gmt_M_free (GMT, cdf_cpt);
Return (GMT_RUNTIME_ERROR);
}
} /* End of stupid bug fix */
/* So we go in steps of z_inc in the Gaussian CDF except we start and stop at actual min/max */
cdf_cpt[0].z = G[0]->header->z_min;
for (j = 1; j < (Ctrl->E.levels - 1); j++) cdf_cpt[j].z = mean + gmt_zcrit (GMT, j *z_inc) * sd;
cdf_cpt[Ctrl->E.levels-1].z = G[0]->header->z_max;
}
/* Get here when we are ready to go. cdf_cpt[].z contains the sample points. */
if (gmt_M_is_verbose (GMT, GMT_MSG_INFORMATION)) sprintf (format, "z = %s and CDF(z) = %s\n", GMT->current.setting.format_float_out, GMT->current.setting.format_float_out);
for (j = 0; j < Ctrl->E.levels; j++) {
if (cdf_cpt[j].z <= G[0]->header->z_min)
cdf_cpt[j].f = 0.0;
else if (cdf_cpt[j].z >= G[0]->header->z_max)
cdf_cpt[j].f = 1.0;
else {
nfound = 0;
for (k = 0; k < ngrd; k++) { /* For each grid */
gmt_M_grd_loop (GMT, G[k], row, col, ij) {
if (!gmt_M_is_fnan (G[k]->data[ij]) && G[k]->data[ij] <= cdf_cpt[j].z) nfound++;
}
}
cdf_cpt[j].f = (double)(nfound-1)/(double)(ngood-1);
}
GMT_Report (API, GMT_MSG_INFORMATION, format, cdf_cpt[j].z, cdf_cpt[j].f);
}
/* Now the cdf function has been found. We now resample the chosen CPT */
z = gmt_M_memory (GMT, NULL, Ctrl->E.levels, double);
for (j = 0; j < Ctrl->E.levels; j++) z[j] = cdf_cpt[j].z;
if (Ctrl->Q.mode == 2) for (j = 0; j < Ctrl->E.levels; j++) z[j] = d_log10 (GMT, z[j]); /* Make log10(z) values for interpolation step */
signed_levels = Ctrl->E.levels;
Pout = gmt_sample_cpt (GMT, Pin, z, -signed_levels, Ctrl->Z.active, Ctrl->I.active, Ctrl->Q.mode, Ctrl->W.active); /* -ve to keep original colors */
/* Determine mode flags for output */
cpt_flags = 0;
if (Ctrl->N.active) cpt_flags |= GMT_CPT_NO_BNF; /* bit 0 controls if BFN will be written out */
if (Ctrl->D.mode == 1) cpt_flags |= GMT_CPT_EXTEND_BNF; /* bit 1 controls if BF will be set to equal bottom/top rgb value */
if (Ctrl->F.active) Pout->model = Ctrl->F.model;
if (Ctrl->A.active) gmt_cpt_transparency (GMT, Pout, Ctrl->A.value, Ctrl->A.mode); /* Set transparency */
if (Ctrl->F.model & GMT_GRAY) cpt_flags = GMT_CPT_GRAY_SET; /* Controls if final CPT should be converted to gray via YIQ */
if (Ctrl->F.cat) { /* Flag as a categorical CPT */
if ((API->error = gmt_prepare_categorical_cpt (GMT, Ctrl->F.label, Ctrl->F.key, Pout)))
Return (API->error);
}
if (write && GMT_Write_Data (API, GMT_IS_PALETTE, GMT_IS_FILE, GMT_IS_NONE, cpt_flags, NULL, Ctrl->Out.file, Pout) != GMT_NOERROR)
error = API->error;
if (!write)
gmt_save_current_cpt (GMT, Pout, cpt_flags); /* Save for use by session, if modern */
gmt_M_free (GMT, cdf_cpt);
gmt_M_free (GMT, z);
if (error == GMT_NOERROR)
error = grd2cpt_free_the_grids (API, G, grdfile, ngrd);
else
grd2cpt_free_the_grids (API, G, grdfile, ngrd);
gmt_M_free (GMT, G);
gmt_M_free (GMT, grdfile);
Return ((error) ? error : GMT_NOERROR);
}
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