colormap.c

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/*====================================================================*
 -  Copyright (C) 2001 Leptonica.  All rights reserved.
 -
 -  Redistribution and use in source and binary forms, with or without
 -  modification, are permitted provided that the following conditions
 -  are met:
 -  1. Redistributions of source code must retain the above copyright
 -     notice, this list of conditions and the following disclaimer.
 -  2. Redistributions in binary form must reproduce the above
 -     copyright notice, this list of conditions and the following
 -     disclaimer in the documentation and/or other materials
 -     provided with the distribution.
 -
 -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
 -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
 -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
 -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
 -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
 -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
 -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
 -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
 -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
 -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
 -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *====================================================================*/
 
#ifdef HAVE_CONFIG_H
#include <config_auto.h>
#endif  /* HAVE_CONFIG_H */
 
#include <math.h>
#include <string.h>
#include "allheaders.h"
#include "pix_internal.h"
 
/*-------------------------------------------------------------*
 *                Colormap creation and addition               *
 *-------------------------------------------------------------*/
PIXCMAP *
pixcmapCreate(l_int32  depth)
{
RGBA_QUAD  *cta;
PIXCMAP    *cmap;
 
    if (depth != 1 && depth != 2 && depth !=4 && depth != 8)
        return (PIXCMAP *)ERROR_PTR("depth not in {1,2,4,8}", __func__, NULL);
 
    cmap = (PIXCMAP *)LEPT_CALLOC(1, sizeof(PIXCMAP));
    cmap->depth = depth;
    cmap->nalloc = 1 << depth;
    cta = (RGBA_QUAD *)LEPT_CALLOC(cmap->nalloc, sizeof(RGBA_QUAD));
    cmap->array = cta;
    cmap->n = 0;
    return cmap;
}
 
 
PIXCMAP *
pixcmapCreateRandom(l_int32  depth,
                    l_int32  hasblack,
                    l_int32  haswhite)
{
l_int32   ncolors, i;
l_int32   red[256], green[256], blue[256];
PIXCMAP  *cmap;
 
    if (depth != 2 && depth != 4 && depth != 8)
        return (PIXCMAP *)ERROR_PTR("depth not in {2, 4, 8}", __func__, NULL);
    if (hasblack != 0) hasblack = 1;
    if (haswhite != 0) haswhite = 1;
 
    cmap = pixcmapCreate(depth);
    ncolors = 1 << depth;
    if (hasblack)  /* first color is optionally black */
        pixcmapAddColor(cmap, 0, 0, 0);
    for (i = hasblack; i < ncolors - haswhite; i++) {
        red[i] = (l_uint32)rand() & 0xff;
        green[i] = (l_uint32)rand() & 0xff;
        blue[i] = (l_uint32)rand() & 0xff;
        pixcmapAddColor(cmap, red[i], green[i], blue[i]);
    }
    if (haswhite)  /* last color is optionally white */
        pixcmapAddColor(cmap, 255, 255, 255);
 
    return cmap;
}
 
 
PIXCMAP *
pixcmapCreateLinear(l_int32  d,
                    l_int32  nlevels)
{
l_int32   maxlevels, i, val;
PIXCMAP  *cmap;
 
    if (d != 1 && d != 2 && d !=4 && d != 8)
        return (PIXCMAP *)ERROR_PTR("d not in {1, 2, 4, 8}", __func__, NULL);
    maxlevels = 1 << d;
    if (nlevels < 2 || nlevels > maxlevels)
        return (PIXCMAP *)ERROR_PTR("invalid nlevels", __func__, NULL);
 
    cmap = pixcmapCreate(d);
    for (i = 0; i < nlevels; i++) {
        val = (255 * i) / (nlevels - 1);
        pixcmapAddColor(cmap, val, val, val);
    }
    return cmap;
}
 
 
PIXCMAP *
pixcmapCopy(const PIXCMAP  *cmaps)
{
l_int32   nbytes, valid;
PIXCMAP  *cmapd;
 
    if (!cmaps)
        return (PIXCMAP *)ERROR_PTR("cmaps not defined", __func__, NULL);
    pixcmapIsValid(cmaps, NULL, &valid);
    if (!valid)
        return (PIXCMAP *)ERROR_PTR("invalid cmap", __func__, NULL);
 
    cmapd = (PIXCMAP *)LEPT_CALLOC(1, sizeof(PIXCMAP));
    nbytes = cmaps->nalloc * sizeof(RGBA_QUAD);
    cmapd->array = (void *)LEPT_CALLOC(1, nbytes);
    memcpy(cmapd->array, cmaps->array, cmaps->n * sizeof(RGBA_QUAD));
    cmapd->n = cmaps->n;
    cmapd->nalloc = cmaps->nalloc;
    cmapd->depth = cmaps->depth;
    return cmapd;
}
 
 
void
pixcmapDestroy(PIXCMAP  **pcmap)
{
PIXCMAP  *cmap;
 
    if (pcmap == NULL) {
        L_WARNING("ptr address is null!\n", __func__);
        return;
    }
 
    if ((cmap = *pcmap) == NULL)
        return;
 
    LEPT_FREE(cmap->array);
    LEPT_FREE(cmap);
    *pcmap = NULL;
}
 
l_ok
pixcmapIsValid(const PIXCMAP  *cmap,
               PIX            *pix,
               l_int32        *pvalid)
{
l_int32  d, depth, nalloc, maxindex, maxcolors;
 
    if (!pvalid)
        return ERROR_INT("&valid not defined", __func__, 1);
    *pvalid = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (!cmap->array)
        return ERROR_INT("cmap array not defined", __func__, 1);
    d = cmap->depth;
    if (d != 1 && d != 2 && d != 4 && d != 8) {
        L_ERROR("invalid cmap depth: %d\n", __func__, d);
        return 1;
    }
    nalloc = cmap->nalloc;
    if (nalloc != (1 << d)) {
        L_ERROR("invalid cmap nalloc = %d; d = %d\n", __func__, nalloc, d);
        return 1;
    }
    if (cmap->n < 0 || cmap->n > nalloc) {
        L_ERROR("invalid cmap n: %d; nalloc = %d\n", __func__, cmap->n, nalloc);
        return 1;
    }
 
        /* If a pix is given, it must have a depth no larger than 8 */
    if (pix) {
        depth = pixGetDepth(pix);
        if (depth > 8) {
            L_ERROR("pix depth %d > 8\n", __func__, depth);
            return 1;
        }
        maxcolors = 1 << depth;
    }
 
        /* To prevent indexing overflow into the cmap, the pix depth
         * must not exceed the cmap depth.  Do not require depth equality,
         * because some functions such as median cut quantizers allow
         * the cmap depth to be bigger than the pix depth. */
    if (pix && (depth > d)) {
        L_ERROR("(pix depth = %d) > (cmap depth = %d)\n", __func__, depth, d);
        return 1;
    }
    if (pix && cmap->n < 1) {
        L_ERROR("cmap array is empty; invalid with any pix\n", __func__);
        return 1;
    }
 
        /* Do not let the colormap have more colors than the pixels
         * can address.  The png encoder considers this to be an
         * "invalid palette length".  For example, for 1 bpp, the
         * colormap may have a depth > 1, but it must not have more
         * than 2 colors. */
    if (pix && (cmap->n > maxcolors)) {
        L_ERROR("cmap entries = %d > max colors for pix = %d\n", __func__,
                cmap->n, maxcolors);
        return 1;
    }
 
        /* Where the colormap or the pix may have been corrupted, and
         * in particular when reading or writing image files, it should
         * be verified that the largest colormap index value in the image
         * is less than the number of entries in the colormap array.  */
    if (pix) {
        pixGetMaxColorIndex(pix, &maxindex);
        if (maxindex >= cmap->n) {
            L_ERROR("(max index in image = %d) >= "
                    "(number entries in colormap = %d)\n", __func__,
                    maxindex, cmap->n);
            return 1;
        }
    }
 
    *pvalid = 1;
    return 0;
}
 
 
l_ok
pixcmapAddColor(PIXCMAP  *cmap,
                l_int32   rval,
                l_int32   gval,
                l_int32   bval)
{
RGBA_QUAD  *cta;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (cmap->n >= cmap->nalloc)
        return ERROR_INT("no free color entries", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    cta[cmap->n].red = rval;
    cta[cmap->n].green = gval;
    cta[cmap->n].blue = bval;
    cta[cmap->n].alpha = 255;
    cmap->n++;
    return 0;
}
 
 
l_ok
pixcmapAddRGBA(PIXCMAP  *cmap,
               l_int32   rval,
               l_int32   gval,
               l_int32   bval,
               l_int32   aval)
{
RGBA_QUAD  *cta;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (cmap->n >= cmap->nalloc)
        return ERROR_INT("no free color entries", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    cta[cmap->n].red = rval;
    cta[cmap->n].green = gval;
    cta[cmap->n].blue = bval;
    cta[cmap->n].alpha = aval;
    cmap->n++;
    return 0;
}
 
 
l_ok
pixcmapAddNewColor(PIXCMAP  *cmap,
                   l_int32   rval,
                   l_int32   gval,
                   l_int32   bval,
                   l_int32  *pindex)
{
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
        /* Check if the color is already present. */
    if (!pixcmapGetIndex(cmap, rval, gval, bval, pindex))  /* found */
        return 0;
 
        /* We need to add the color.  Is there room? */
    if (cmap->n >= cmap->nalloc) {
        L_WARNING("no free color entries\n", __func__);
        return 2;
    }
 
        /* There's room.  Add it. */
    pixcmapAddColor(cmap, rval, gval, bval);
    *pindex = pixcmapGetCount(cmap) - 1;
    return 0;
}
 
 
l_ok
pixcmapAddNearestColor(PIXCMAP  *cmap,
                       l_int32   rval,
                       l_int32   gval,
                       l_int32   bval,
                       l_int32  *pindex)
{
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
        /* Check if the color is already present. */
    if (!pixcmapGetIndex(cmap, rval, gval, bval, pindex))  /* found */
        return 0;
 
        /* We need to add the color.  Is there room? */
    if (cmap->n < cmap->nalloc) {
        pixcmapAddColor(cmap, rval, gval, bval);
        *pindex = pixcmapGetCount(cmap) - 1;
        return 0;
    }
 
        /* There's no room.  Return the index of the nearest color */
    pixcmapGetNearestIndex(cmap, rval, gval, bval, pindex);
    return 0;
}
 
 
l_ok
pixcmapUsableColor(PIXCMAP  *cmap,
                   l_int32   rval,
                   l_int32   gval,
                   l_int32   bval,
                   l_int32  *pusable)
{
l_int32  index;
 
    if (!pusable)
        return ERROR_INT("&usable not defined", __func__, 1);
    *pusable = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
        /* Is there room to add it? */
    if (cmap->n < cmap->nalloc) {
        *pusable = 1;
        return 0;
    }
 
        /* No room; check if the color is already present. */
    if (!pixcmapGetIndex(cmap, rval, gval, bval, &index))   /* found */
        *pusable = 1;
    return 0;
}
 
 
l_ok
pixcmapAddBlackOrWhite(PIXCMAP  *cmap,
                       l_int32   color,
                       l_int32  *pindex)
{
l_int32  index;
 
    if (pindex) *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if (color == 0) {  /* black */
        if (pixcmapGetFreeCount(cmap) > 0)
            pixcmapAddNewColor(cmap, 0, 0, 0, &index);
        else
            pixcmapGetRankIntensity(cmap, 0.0, &index);
    } else {  /* white */
        if (pixcmapGetFreeCount(cmap) > 0)
            pixcmapAddNewColor(cmap, 255, 255, 255, &index);
        else
            pixcmapGetRankIntensity(cmap, 1.0, &index);
    }
 
    if (pindex)
        *pindex = index;
    return 0;
}
 
 
l_ok
pixcmapSetBlackAndWhite(PIXCMAP  *cmap,
                        l_int32   setblack,
                        l_int32   setwhite)
{
l_int32  index;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if (setblack) {
        pixcmapGetRankIntensity(cmap, 0.0, &index);
        pixcmapResetColor(cmap, index, 0, 0, 0);
    }
    if (setwhite) {
        pixcmapGetRankIntensity(cmap, 1.0, &index);
        pixcmapResetColor(cmap, index, 255, 255, 255);
    }
    return 0;
}
 
 
l_int32
pixcmapGetCount(const PIXCMAP  *cmap)
{
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 0);
    return cmap->n;
}
 
 
l_int32
pixcmapGetFreeCount(PIXCMAP  *cmap)
{
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 0);
    return (cmap->nalloc - cmap->n);
}
 
 
l_int32
pixcmapGetDepth(PIXCMAP  *cmap)
{
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 0);
    return cmap->depth;
}
 
 
l_ok
pixcmapGetMinDepth(PIXCMAP  *cmap,
                   l_int32  *pmindepth)
{
l_int32  ncolors;
 
    if (!pmindepth)
        return ERROR_INT("&mindepth not defined", __func__, 1);
    *pmindepth = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    if (ncolors <= 4)
        *pmindepth = 2;
    else if (ncolors <= 16)
        *pmindepth = 4;
    else  /* ncolors > 16 */
        *pmindepth = 8;
    return 0;
}
 
 
l_ok
pixcmapClear(PIXCMAP  *cmap)
{
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    cmap->n = 0;
    return 0;
}
 
 
/*-------------------------------------------------------------*
 *                      Colormap random access                 *
 *-------------------------------------------------------------*/
l_ok
pixcmapGetColor(PIXCMAP  *cmap,
                l_int32   index,
                l_int32  *prval,
                l_int32  *pgval,
                l_int32  *pbval)
{
RGBA_QUAD  *cta;
 
    if (!prval || !pgval || !pbval)
        return ERROR_INT("&rval, &gval, &bval not all defined", __func__, 1);
    *prval = *pgval = *pbval = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (index < 0 || index >= cmap->n)
        return ERROR_INT("index out of bounds", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    *prval = cta[index].red;
    *pgval = cta[index].green;
    *pbval = cta[index].blue;
    return 0;
}
 
 
l_ok
pixcmapGetColor32(PIXCMAP   *cmap,
                  l_int32    index,
                  l_uint32  *pval32)
{
l_int32  rval, gval, bval;
 
    if (!pval32)
        return ERROR_INT("&val32 not defined", __func__, 1);
    *pval32 = 0;
 
    if (pixcmapGetColor(cmap, index, &rval, &gval, &bval) != 0)
        return ERROR_INT("rgb values not found", __func__, 1);
    composeRGBAPixel(rval, gval, bval, 255, pval32);
    return 0;
}
 
 
l_ok
pixcmapGetRGBA(PIXCMAP  *cmap,
               l_int32   index,
               l_int32  *prval,
               l_int32  *pgval,
               l_int32  *pbval,
               l_int32  *paval)
{
RGBA_QUAD  *cta;
 
    if (!prval || !pgval || !pbval || !paval)
        return ERROR_INT("&rval, &gval, &bval, &aval not all defined",
                __func__, 1);
    *prval = *pgval = *pbval = *paval = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (index < 0 || index >= cmap->n)
        return ERROR_INT("index out of bounds", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    *prval = cta[index].red;
    *pgval = cta[index].green;
    *pbval = cta[index].blue;
    *paval = cta[index].alpha;
    return 0;
}
 
 
l_ok
pixcmapGetRGBA32(PIXCMAP   *cmap,
                 l_int32    index,
                 l_uint32  *pval32)
{
l_int32  rval, gval, bval, aval;
 
    if (!pval32)
        return ERROR_INT("&val32 not defined", __func__, 1);
    *pval32 = 0;
 
    if (pixcmapGetRGBA(cmap, index, &rval, &gval, &bval, &aval) != 0)
        return ERROR_INT("rgba values not found", __func__, 1);
    composeRGBAPixel(rval, gval, bval, aval, pval32);
    return 0;
}
 
 
l_ok
pixcmapResetColor(PIXCMAP  *cmap,
                  l_int32   index,
                  l_int32   rval,
                  l_int32   gval,
                  l_int32   bval)
{
RGBA_QUAD  *cta;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (index < 0 || index >= cmap->n)
        return ERROR_INT("index out of bounds", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    cta[index].red = rval;
    cta[index].green = gval;
    cta[index].blue = bval;
    cta[index].alpha = 255;
    return 0;
}
 
 
l_ok
pixcmapSetAlpha(PIXCMAP  *cmap,
                l_int32   index,
                l_int32   aval)
{
RGBA_QUAD  *cta;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (index < 0 || index >= cmap->n)
        return ERROR_INT("index out of bounds", __func__, 1);
 
    cta = (RGBA_QUAD *)cmap->array;
    cta[index].alpha = aval;
    return 0;
}
 
 
l_int32
pixcmapGetIndex(PIXCMAP  *cmap,
                l_int32   rval,
                l_int32   gval,
                l_int32   bval,
                l_int32  *pindex)
{
l_int32     n, i;
RGBA_QUAD  *cta;
 
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    n = pixcmapGetCount(cmap);
 
    cta = (RGBA_QUAD *)cmap->array;
    for (i = 0; i < n; i++) {
        if (rval == cta[i].red &&
            gval == cta[i].green &&
            bval == cta[i].blue) {
            *pindex = i;
            return 0;
        }
    }
    return 1;
}
 
 
l_ok
pixcmapHasColor(PIXCMAP  *cmap,
                l_int32  *pcolor)
{
l_int32   n, i;
l_int32  *rmap, *gmap, *bmap;
 
    if (!pcolor)
        return ERROR_INT("&color not defined", __func__, 1);
    *pcolor = FALSE;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if (pixcmapToArrays(cmap, &rmap, &gmap, &bmap, NULL))
        return ERROR_INT("colormap arrays not made", __func__, 1);
    n = pixcmapGetCount(cmap);
    for (i = 0; i < n; i++) {
        if ((rmap[i] != gmap[i]) || (rmap[i] != bmap[i])) {
            *pcolor = TRUE;
            break;
        }
    }
 
    LEPT_FREE(rmap);
    LEPT_FREE(gmap);
    LEPT_FREE(bmap);
    return 0;
}
 
 
l_ok
pixcmapIsOpaque(PIXCMAP  *cmap,
                l_int32  *popaque)
{
l_int32     i, n;
RGBA_QUAD  *cta;
 
    if (!popaque)
        return ERROR_INT("&opaque not defined", __func__, 1);
    *popaque = TRUE;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    n = pixcmapGetCount(cmap);
    cta = (RGBA_QUAD *)cmap->array;
    for (i = 0; i < n; i++) {
        if (cta[i].alpha != 255) {
            *popaque = FALSE;
            break;
        }
    }
    return 0;
}
 
 
l_ok
pixcmapNonOpaqueColorsInfo(PIXCMAP  *cmap,
                           l_int32  *pntrans,
                           l_int32  *pmax_trans,
                           l_int32  *pmin_opaque)
{
l_int32     i, n, ntrans, max_trans, min_opaque, opaque_found;
RGBA_QUAD  *cta;
 
    if (pntrans) *pntrans = 0;
    if (pmax_trans) *pmax_trans = -1;
    if (pmin_opaque) *pmin_opaque = 256;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    n = pixcmapGetCount(cmap);
    ntrans = 0;
    max_trans = -1;
    min_opaque = n;
    cta = (RGBA_QUAD *)cmap->array;
    opaque_found = FALSE;
    for (i = 0; i < n; i++) {
        if (cta[i].alpha != 255) {
            ntrans++;
            max_trans = i;
        } else if (opaque_found == FALSE) {
            opaque_found = TRUE;
            min_opaque = i;
        }
    }
    if (pntrans) *pntrans = ntrans;
    if (pmax_trans) *pmax_trans = max_trans;
    if (pmin_opaque) *pmin_opaque = min_opaque;
    return 0;
}
 
 
l_ok
pixcmapIsBlackAndWhite(PIXCMAP  *cmap,
                       l_int32  *pblackwhite)
{
l_int32     val0, val1, hascolor;
RGBA_QUAD  *cta;
 
    if (!pblackwhite)
        return ERROR_INT("&blackwhite not defined", __func__, 1);
    *pblackwhite = FALSE;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (pixcmapGetCount(cmap) != 2)
        return 0;
 
    pixcmapHasColor(cmap, &hascolor);
    if (hascolor) return 0;
 
    cta = (RGBA_QUAD *)cmap->array;
    val0 = cta[0].red;
    val1 = cta[1].red;
    if ((val0 == 0 && val1 == 255) || (val0 == 255 && val1 == 0))
        *pblackwhite = TRUE;
    return 0;
}
 
 
l_ok
pixcmapCountGrayColors(PIXCMAP  *cmap,
                       l_int32  *pngray)
{
l_int32   n, i, rval, gval, bval, count;
l_int32  *array;
 
    if (!pngray)
        return ERROR_INT("&ngray not defined", __func__, 1);
    *pngray = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    array = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
    n = pixcmapGetCount(cmap);
    count = 0;
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        if ((rval == gval) && (rval == bval) && (array[rval] == 0)) {
            array[rval] = 1;
            count++;
        }
    }
 
    LEPT_FREE(array);
    *pngray = count;
    return 0;
}
 
 
l_ok
pixcmapGetRankIntensity(PIXCMAP    *cmap,
                        l_float32   rankval,
                        l_int32    *pindex)
{
l_int32  n, i, rval, gval, bval, rankindex;
NUMA    *na, *nasort;
 
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (rankval < 0.0 || rankval > 1.0)
        return ERROR_INT("rankval not in [0.0 ... 1.0]", __func__, 1);
 
    n = pixcmapGetCount(cmap);
    na = numaCreate(n);
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        numaAddNumber(na, rval + gval + bval);
    }
    nasort = numaGetSortIndex(na, L_SORT_INCREASING);
    rankindex = (l_int32)(rankval * (n - 1) + 0.5);
    numaGetIValue(nasort, rankindex, pindex);
 
    numaDestroy(&na);
    numaDestroy(&nasort);
    return 0;
}
 
 
l_ok
pixcmapGetNearestIndex(PIXCMAP  *cmap,
                       l_int32   rval,
                       l_int32   gval,
                       l_int32   bval,
                       l_int32  *pindex)
{
l_int32     i, n, delta, dist, mindist;
RGBA_QUAD  *cta;
 
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = UNDEF;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if ((cta = (RGBA_QUAD *)cmap->array) == NULL)
        return ERROR_INT("cta not defined(!)", __func__, 1);
    n = pixcmapGetCount(cmap);
 
    mindist = 3 * 255 * 255 + 1;
    for (i = 0; i < n; i++) {
        delta = cta[i].red - rval;
        dist = delta * delta;
        delta = cta[i].green - gval;
        dist += delta * delta;
        delta = cta[i].blue - bval;
        dist += delta * delta;
        if (dist < mindist) {
            *pindex = i;
            if (dist == 0)
                break;
            mindist = dist;
        }
    }
 
    return 0;
}
 
 
l_ok
pixcmapGetNearestGrayIndex(PIXCMAP  *cmap,
                           l_int32   val,
                           l_int32  *pindex)
{
l_int32     i, n, dist, mindist;
RGBA_QUAD  *cta;
 
    if (!pindex)
        return ERROR_INT("&index not defined", __func__, 1);
    *pindex = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (val < 0 || val > 255)
        return ERROR_INT("val not in [0 ... 255]", __func__, 1);
 
    if ((cta = (RGBA_QUAD *)cmap->array) == NULL)
        return ERROR_INT("cta not defined(!)", __func__, 1);
    n = pixcmapGetCount(cmap);
 
    mindist = 256;
    for (i = 0; i < n; i++) {
        dist = cta[i].green - val;
        dist = L_ABS(dist);
        if (dist < mindist) {
            *pindex = i;
            if (dist == 0)
                break;
            mindist = dist;
        }
    }
 
    return 0;
}
 
 
l_ok
pixcmapGetDistanceToColor(PIXCMAP  *cmap,
                          l_int32   index,
                          l_int32   rval,
                          l_int32   gval,
                          l_int32   bval,
                          l_int32  *pdist)
{
l_int32     n, delta, dist;
RGBA_QUAD  *cta;
 
    if (!pdist)
        return ERROR_INT("&dist not defined", __func__, 1);
    *pdist = UNDEF;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    n = pixcmapGetCount(cmap);
    if (index >= n)
        return ERROR_INT("invalid index", __func__, 1);
 
    if ((cta = (RGBA_QUAD *)cmap->array) == NULL)
        return ERROR_INT("cta not defined(!)", __func__, 1);
 
    delta = cta[index].red - rval;
    dist = delta * delta;
    delta = cta[index].green - gval;
    dist += delta * delta;
    delta = cta[index].blue - bval;
    dist += delta * delta;
    *pdist = dist;
 
    return 0;
}
 
 
l_ok
pixcmapGetRangeValues(PIXCMAP  *cmap,
                      l_int32   select,
                      l_int32  *pminval,
                      l_int32  *pmaxval,
                      l_int32  *pminindex,
                      l_int32  *pmaxindex)
{
l_int32  i, n, imin, imax, minval, maxval, rval, gval, bval, aveval;
 
    if (pminval) *pminval = UNDEF;
    if (pmaxval) *pmaxval = UNDEF;
    if (pminindex) *pminindex = UNDEF;
    if (pmaxindex) *pmaxindex = UNDEF;
    if (!pminval && !pmaxval && !pminindex && !pmaxindex)
        return ERROR_INT("no result requested", __func__, 1);
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    imin = UNDEF;
    imax = UNDEF;
    minval = 100000;
    maxval = -1;
    n = pixcmapGetCount(cmap);
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        if (select == L_SELECT_RED) {
            if (rval < minval) {
                minval = rval;
                imin = i;
            }
            if (rval > maxval) {
                maxval = rval;
                imax = i;
            }
        } else if (select == L_SELECT_GREEN) {
            if (gval < minval) {
                minval = gval;
                imin = i;
            }
            if (gval > maxval) {
                maxval = gval;
                imax = i;
            }
        } else if (select == L_SELECT_BLUE) {
            if (bval < minval) {
                minval = bval;
                imin = i;
            }
            if (bval > maxval) {
                maxval = bval;
                imax = i;
            }
        } else if (select == L_SELECT_AVERAGE) {
            aveval = (rval + gval + bval) / 3;
            if (aveval < minval) {
                minval = aveval;
                imin = i;
            }
            if (aveval > maxval) {
                maxval = aveval;
                imax = i;
            }
        } else {
            return ERROR_INT("invalid selection", __func__, 1);
        }
    }
 
    if (pminval) *pminval = minval;
    if (pmaxval) *pmaxval = maxval;
    if (pminindex) *pminindex = imin;
    if (pmaxindex) *pmaxindex = imax;
    return 0;
}
 
 
/*-------------------------------------------------------------*
 *                       Colormap conversion                   *
 *-------------------------------------------------------------*/
PIXCMAP *
pixcmapGrayToFalseColor(l_float32 gamma)
{
l_int32    i, rval, gval, bval;
l_int32   *curve;
l_float32  invgamma, x;
PIXCMAP   *cmap;
 
    if (gamma <= 0.0) gamma = 1.0;
 
        /* Generate curve for transition part of color map */
    curve = (l_int32 *)LEPT_CALLOC(64, sizeof(l_int32));
    invgamma = 1. / gamma;
    for (i = 0; i < 64; i++) {
        x = (l_float32)i / 64.;
        curve[i] = (l_int32)(255. * powf(x, invgamma) + 0.5);
    }
 
    cmap = pixcmapCreate(8);
    for (i = 0; i < 256; i++) {
        if (i < 32) {
            rval = 0;
            gval = 0;
            bval = curve[i + 32];
        } else if (i < 96) {   /* 32 - 95 */
            rval = 0;
            gval = curve[i - 32];
            bval = 255;
        } else if (i < 160) {  /* 96 - 159 */
            rval = curve[i - 96];
            gval = 255;
            bval = curve[159 - i];
        } else if (i < 224) {  /* 160 - 223 */
            rval = 255;
            gval = curve[223 - i];
            bval = 0;
        } else {  /* 224 - 255 */
            rval = curve[287 - i];
            gval = 0;
            bval = 0;
        }
        pixcmapAddColor(cmap, rval, gval, bval);
    }
 
    LEPT_FREE(curve);
    return cmap;
}
 
 
PIXCMAP *
pixcmapGrayToColor(l_uint32  color)
{
l_int32   i, rval, gval, bval;
PIXCMAP  *cmap;
 
    extractRGBValues(color, &rval, &gval, &bval);
    cmap = pixcmapCreate(8);
    for (i = 0; i < 256; i++) {
        pixcmapAddColor(cmap, rval + (i * (255 - rval)) / 255,
                        gval + (i * (255 - gval)) / 255,
                        bval + (i * (255 - bval)) / 255);
    }
 
    return cmap;
}
 
 
PIXCMAP *
pixcmapColorToGray(PIXCMAP   *cmaps,
                   l_float32  rwt,
                   l_float32  gwt,
                   l_float32  bwt)
{
l_int32    i, n, rval, gval, bval, val;
l_float32  sum;
PIXCMAP   *cmapd;
 
    if (!cmaps)
        return (PIXCMAP *)ERROR_PTR("cmaps not defined", __func__, NULL);
    if (rwt < 0.0 || gwt < 0.0 || bwt < 0.0)
        return (PIXCMAP *)ERROR_PTR("weights not all >= 0.0", __func__, NULL);
 
        /* Make sure the sum of weights is 1.0; otherwise, you can get
         * overflow in the gray value. */
    sum = rwt + gwt + bwt;
    if (sum == 0.0) {
        L_WARNING("all weights zero; setting equal to 1/3\n", __func__);
        rwt = gwt = bwt = 0.33333f;
        sum = 1.0;
    }
    if (L_ABS(sum - 1.0) > 0.0001) {  /* maintain ratios with sum == 1.0 */
        L_WARNING("weights don't sum to 1; maintaining ratios\n", __func__);
        rwt = rwt / sum;
        gwt = gwt / sum;
        bwt = bwt / sum;
    }
 
    if ((cmapd = pixcmapCopy(cmaps)) == NULL)
        return (PIXCMAP *)ERROR_PTR("cmapd not made", __func__, NULL);
    n = pixcmapGetCount(cmapd);
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmapd, i, &rval, &gval, &bval);
        val = (l_int32)(rwt * rval + gwt * gval + bwt * bval + 0.5);
        pixcmapResetColor(cmapd, i, val, val, val);
    }
 
    return cmapd;
}
 
 
PIXCMAP *
pixcmapConvertTo4(PIXCMAP  *cmaps)
{
l_int32   i, n, rval, gval, bval;
PIXCMAP  *cmapd;
 
    if (!cmaps)
        return (PIXCMAP *)ERROR_PTR("cmaps not defined", __func__, NULL);
    if (pixcmapGetDepth(cmaps) != 2)
        return (PIXCMAP *)ERROR_PTR("cmaps not for 2 bpp pix", __func__, NULL);
 
    cmapd = pixcmapCreate(4);
    n = pixcmapGetCount(cmaps);
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmaps, i, &rval, &gval, &bval);
        pixcmapAddColor(cmapd, rval, gval, bval);
    }
    return cmapd;
}
 
 
PIXCMAP *
pixcmapConvertTo8(PIXCMAP  *cmaps)
{
l_int32   i, n, depth, rval, gval, bval;
PIXCMAP  *cmapd;
 
    if (!cmaps)
        return (PIXCMAP *)ERROR_PTR("cmaps not defined", __func__, NULL);
    depth = pixcmapGetDepth(cmaps);
    if (depth == 8) return pixcmapCopy(cmaps);
    if (depth != 2 && depth != 4)
        return (PIXCMAP *)ERROR_PTR("cmaps not 2 or 4 bpp", __func__, NULL);
 
    cmapd = pixcmapCreate(8);
    n = pixcmapGetCount(cmaps);
    for (i = 0; i < n; i++) {
        pixcmapGetColor(cmaps, i, &rval, &gval, &bval);
        pixcmapAddColor(cmapd, rval, gval, bval);
    }
    return cmapd;
}
 
 
/*-------------------------------------------------------------*
 *                         Colormap I/O                        *
 *-------------------------------------------------------------*/
PIXCMAP *
pixcmapRead(const char  *filename)
{
FILE     *fp;
PIXCMAP  *cmap;
 
    if (!filename)
        return (PIXCMAP *)ERROR_PTR("filename not defined", __func__, NULL);
 
    if ((fp = fopenReadStream(filename)) == NULL)
        return (PIXCMAP *)ERROR_PTR_1("stream not opened",
                                      filename, __func__, NULL);
    cmap = pixcmapReadStream(fp);
    fclose(fp);
    if (!cmap)
        return (PIXCMAP *)ERROR_PTR_1("cmap not read",
                                     filename, __func__, NULL);
    return cmap;
}
 
 
PIXCMAP *
pixcmapReadStream(FILE  *fp)
{
l_int32   rval, gval, bval, aval, ignore;
l_int32   i, index, ret, depth, ncolors;
PIXCMAP  *cmap;
 
    if (!fp)
        return (PIXCMAP *)ERROR_PTR("stream not defined", __func__, NULL);
 
    ret = fscanf(fp, "\nPixcmap: depth = %d bpp; %d colors\n",
                 &depth, &ncolors);
    if (ret != 2 ||
        (depth != 1 && depth != 2 && depth != 4 && depth != 8) ||
        (ncolors < 2 || ncolors > 256))
        return (PIXCMAP *)ERROR_PTR("invalid cmap size", __func__, NULL);
    ignore = fscanf(fp, "Color    R-val    G-val    B-val   Alpha\n");
    ignore = fscanf(fp, "----------------------------------------\n");
 
    if ((cmap = pixcmapCreate(depth)) == NULL)
        return (PIXCMAP *)ERROR_PTR("cmap not made", __func__, NULL);
    for (i = 0; i < ncolors; i++) {
        if (fscanf(fp, "%3d       %3d      %3d      %3d      %3d\n",
                        &index, &rval, &gval, &bval, &aval) != 5) {
            pixcmapDestroy(&cmap);
            return (PIXCMAP *)ERROR_PTR("invalid entry", __func__, NULL);
        }
        pixcmapAddRGBA(cmap, rval, gval, bval, aval);
    }
    return cmap;
}
 
 
PIXCMAP *
pixcmapReadMem(const l_uint8  *data,
               size_t          size)
{
FILE     *fp;
PIXCMAP  *cmap;
 
    if (!data)
        return (PIXCMAP *)ERROR_PTR("data not defined", __func__, NULL);
    if ((fp = fopenReadFromMemory(data, size)) == NULL)
        return (PIXCMAP *)ERROR_PTR("stream not opened", __func__, NULL);
 
    cmap = pixcmapReadStream(fp);
    fclose(fp);
    if (!cmap) L_ERROR("cmap not read\n", __func__);
    return cmap;
}
 
 
l_ok
pixcmapWrite(const char     *filename,
             const PIXCMAP  *cmap)
{
l_int32  ret;
FILE    *fp;
 
    if (!filename)
        return ERROR_INT("filename not defined", __func__, 1);
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if ((fp = fopenWriteStream(filename, "w")) == NULL)
        return ERROR_INT_1("stream not opened", filename, __func__, 1);
    ret = pixcmapWriteStream(fp, cmap);
    fclose(fp);
    if (ret)
        return ERROR_INT_1("cmap not written to stream", filename, __func__, 1);
    return 0;
}
 
 
 
l_ok
pixcmapWriteStream(FILE           *fp,
                   const PIXCMAP  *cmap)
{
l_int32  *rmap, *gmap, *bmap, *amap;
l_int32   i;
 
    if (!fp)
        return ERROR_INT("stream not defined", __func__, 1);
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    if (pixcmapToArrays(cmap, &rmap, &gmap, &bmap, &amap))
        return ERROR_INT("colormap arrays not made", __func__, 1);
 
    fprintf(fp, "\nPixcmap: depth = %d bpp; %d colors\n", cmap->depth, cmap->n);
    fprintf(fp, "Color    R-val    G-val    B-val   Alpha\n");
    fprintf(fp, "----------------------------------------\n");
    for (i = 0; i < cmap->n; i++)
        fprintf(fp, "%3d       %3d      %3d      %3d      %3d\n",
                i, rmap[i], gmap[i], bmap[i], amap[i]);
    fprintf(fp, "\n");
 
    LEPT_FREE(rmap);
    LEPT_FREE(gmap);
    LEPT_FREE(bmap);
    LEPT_FREE(amap);
    return 0;
}
 
 
l_ok
pixcmapWriteMem(l_uint8        **pdata,
                size_t         *psize,
                const PIXCMAP  *cmap)
{
l_int32  ret;
FILE    *fp;
 
    if (pdata) *pdata = NULL;
    if (psize) *psize = 0;
    if (!pdata)
        return ERROR_INT("&data not defined", __func__, 1);
    if (!psize)
        return ERROR_INT("&size not defined", __func__, 1);
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
#if HAVE_FMEMOPEN
    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
        return ERROR_INT("stream not opened", __func__, 1);
    ret = pixcmapWriteStream(fp, cmap);
    fputc('\0', fp);
    fclose(fp);
    if (*psize > 0) *psize = *psize - 1;
#else
    L_INFO("no fmemopen API --> work-around: write to temp file\n", __func__);
  #ifdef _WIN32
    if ((fp = fopenWriteWinTempfile()) == NULL)
        return ERROR_INT("tmpfile stream not opened", __func__, 1);
  #else
    if ((fp = tmpfile()) == NULL)
        return ERROR_INT("tmpfile stream not opened", __func__, 1);
  #endif  /* _WIN32 */
    ret = pixcmapWriteStream(fp, cmap);
    rewind(fp);
    *pdata = l_binaryReadStream(fp, psize);
    fclose(fp);
#endif  /* HAVE_FMEMOPEN */
    return ret;
}
 
 
/*----------------------------------------------------------------------*
 *               Extract colormap arrays and serialization              *
 *----------------------------------------------------------------------*/
l_ok
pixcmapToArrays(const PIXCMAP  *cmap,
                l_int32       **prmap,
                l_int32       **pgmap,
                l_int32       **pbmap,
                l_int32       **pamap)
{
l_int32    *rmap, *gmap, *bmap, *amap = NULL;
l_int32     i, ncolors;
RGBA_QUAD  *cta;
 
    if (!prmap || !pgmap || !pbmap)
        return ERROR_INT("&rmap, &gmap, &bmap not all defined", __func__, 1);
    *prmap = *pgmap = *pbmap = NULL;
    if (pamap) *pamap = NULL;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    rmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32));
    gmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32));
    bmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32));
    *prmap = rmap;
    *pgmap = gmap;
    *pbmap = bmap;
    if (pamap) {
        amap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32));
        *pamap = amap;
    }
 
    cta = (RGBA_QUAD *)cmap->array;
    for (i = 0; i < ncolors; i++) {
        rmap[i] = cta[i].red;
        gmap[i] = cta[i].green;
        bmap[i] = cta[i].blue;
        if (pamap)
            amap[i] = cta[i].alpha;
    }
 
    return 0;
}
 
 
l_ok
pixcmapToRGBTable(PIXCMAP    *cmap,
                  l_uint32  **ptab,
                  l_int32    *pncolors)
{
l_int32    i, ncolors, rval, gval, bval, aval;
l_uint32  *tab;
 
    if (!ptab)
        return ERROR_INT("&tab not defined", __func__, 1);
    *ptab = NULL;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    if (pncolors) *pncolors = ncolors;
    tab = (l_uint32 *)LEPT_CALLOC(ncolors, sizeof(l_uint32));
    *ptab = tab;
 
    for (i = 0; i < ncolors; i++) {
        pixcmapGetRGBA(cmap, i, &rval, &gval, &bval, &aval);
        composeRGBAPixel(rval, gval, bval, aval, &tab[i]);
    }
    return 0;
}
 
 
l_ok
pixcmapSerializeToMemory(PIXCMAP   *cmap,
                         l_int32    cpc,
                         l_int32   *pncolors,
                         l_uint8  **pdata)
{
l_int32   i, ncolors, rval, gval, bval, aval;
l_uint8  *data;
 
    if (!pdata)
        return ERROR_INT("&data not defined", __func__, 1);
    *pdata = NULL;
    if (!pncolors)
        return ERROR_INT("&ncolors not defined", __func__, 1);
    *pncolors = 0;
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (cpc != 3 && cpc != 4)
        return ERROR_INT("cpc not 3 or 4", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    *pncolors = ncolors;
    data = (l_uint8 *)LEPT_CALLOC((size_t)cpc * ncolors, sizeof(l_uint8));
    *pdata = data;
 
    for (i = 0; i < ncolors; i++) {
        pixcmapGetRGBA(cmap, i, &rval, &gval, &bval, &aval);
        data[cpc * i] = rval;
        data[cpc * i + 1] = gval;
        data[cpc * i + 2] = bval;
        if (cpc == 4)
            data[cpc * i + 3] = aval;
    }
    return 0;
}
 
 
PIXCMAP *
pixcmapDeserializeFromMemory(l_uint8  *data,
                             l_int32   cpc,
                             l_int32   ncolors)
{
l_int32   i, d, rval, gval, bval, aval;
PIXCMAP  *cmap;
 
    if (!data)
        return (PIXCMAP *)ERROR_PTR("data not defined", __func__, NULL);
    if (cpc != 3 && cpc != 4)
        return (PIXCMAP *)ERROR_PTR("cpc not 3 or 4", __func__, NULL);
    if (ncolors <= 0)
        return (PIXCMAP *)ERROR_PTR("no entries", __func__, NULL);
    if (ncolors > 256)
        return (PIXCMAP *)ERROR_PTR("ncolors > 256", __func__, NULL);
 
    if (ncolors > 16)
        d = 8;
    else if (ncolors > 4)
        d = 4;
    else if (ncolors > 2)
        d = 2;
    else
        d = 1;
    cmap = pixcmapCreate(d);
    for (i = 0; i < ncolors; i++) {
        rval = data[cpc * i];
        gval = data[cpc * i + 1];
        bval = data[cpc * i + 2];
        if (cpc == 4)
            aval = data[cpc * i + 3];
        else
            aval = 255;  /* opaque */
        pixcmapAddRGBA(cmap, rval, gval, bval, aval);
    }
 
    return cmap;
}
 
 
char *
pixcmapConvertToHex(l_uint8 *data,
                    l_int32  ncolors)
{
l_int32  i, j, hexbytes;
char    *hexdata = NULL;
char     buf[4];
 
    if (!data)
        return (char *)ERROR_PTR("data not defined", __func__, NULL);
    if (ncolors < 1)
        return (char *)ERROR_PTR("no colors", __func__, NULL);
 
    hexbytes = 2 + (2 * 3 + 1) * ncolors + 2;
    hexdata = (char *)LEPT_CALLOC(hexbytes, sizeof(char));
    hexdata[0] = '<';
    hexdata[1] = ' ';
 
    for (i = 0; i < ncolors; i++) {
        j = 2 + (2 * 3 + 1) * i;
        snprintf(buf, sizeof(buf), "%02x", data[3 * i]);
        hexdata[j] = buf[0];
        hexdata[j + 1] = buf[1];
        snprintf(buf, sizeof(buf), "%02x", data[3 * i + 1]);
        hexdata[j + 2] = buf[0];
        hexdata[j + 3] = buf[1];
        snprintf(buf, sizeof(buf), "%02x", data[3 * i + 2]);
        hexdata[j + 4] = buf[0];
        hexdata[j + 5] = buf[1];
        hexdata[j + 6] = ' ';
    }
    hexdata[j + 7] = '>';
    hexdata[j + 8] = '\0';
    return hexdata;
}
 
 
/*-------------------------------------------------------------*
 *                     Colormap transforms                     *
 *-------------------------------------------------------------*/
l_ok
pixcmapGammaTRC(PIXCMAP   *cmap,
                l_float32  gamma,
                l_int32    minval,
                l_int32    maxval)
{
l_int32  rval, gval, bval, trval, tgval, tbval, i, ncolors;
NUMA    *nag;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (gamma <= 0.0) {
        L_WARNING("gamma must be > 0.0; setting to 1.0\n", __func__);
        gamma = 1.0;
    }
    if (minval >= maxval)
        return ERROR_INT("minval not < maxval", __func__, 1);
 
    if (gamma == 1.0 && minval == 0 && maxval == 255)  /* no-op */
        return 0;
 
    if ((nag = numaGammaTRC(gamma, minval, maxval)) == NULL)
        return ERROR_INT("nag not made", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    for (i = 0; i < ncolors; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        numaGetIValue(nag, rval, &trval);
        numaGetIValue(nag, gval, &tgval);
        numaGetIValue(nag, bval, &tbval);
        pixcmapResetColor(cmap, i, trval, tgval, tbval);
    }
 
    numaDestroy(&nag);
    return 0;
}
 
 
l_ok
pixcmapContrastTRC(PIXCMAP   *cmap,
                   l_float32  factor)
{
l_int32  i, ncolors, rval, gval, bval, trval, tgval, tbval;
NUMA    *nac;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (factor < 0.0) {
        L_WARNING("factor must be >= 0.0; setting to 0.0\n", __func__);
        factor = 0.0;
    }
 
    if ((nac = numaContrastTRC(factor)) == NULL)
        return ERROR_INT("nac not made", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    for (i = 0; i < ncolors; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        numaGetIValue(nac, rval, &trval);
        numaGetIValue(nac, gval, &tgval);
        numaGetIValue(nac, bval, &tbval);
        pixcmapResetColor(cmap, i, trval, tgval, tbval);
    }
 
    numaDestroy(&nac);
    return 0;
}
 
 
l_ok
pixcmapShiftIntensity(PIXCMAP   *cmap,
                      l_float32  fraction)
{
l_int32  i, ncolors, rval, gval, bval;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
    if (fraction < -1.0 || fraction > 1.0)
        return ERROR_INT("fraction not in [-1.0, 1.0]", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    for (i = 0; i < ncolors; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        if (fraction < 0.0)
            pixcmapResetColor(cmap, i,
                              (l_int32)((1.0 + fraction) * rval),
                              (l_int32)((1.0 + fraction) * gval),
                              (l_int32)((1.0 + fraction) * bval));
        else
            pixcmapResetColor(cmap, i,
                              rval + (l_int32)(fraction * (255 - rval)),
                              gval + (l_int32)(fraction * (255 - gval)),
                              bval + (l_int32)(fraction * (255 - bval)));
    }
 
    return 0;
}
 
 
l_ok
pixcmapShiftByComponent(PIXCMAP  *cmap,
                        l_uint32  srcval,
                        l_uint32  dstval)
{
l_int32   i, ncolors, rval, gval, bval;
l_uint32  newval;
 
    if (!cmap)
        return ERROR_INT("cmap not defined", __func__, 1);
 
    ncolors = pixcmapGetCount(cmap);
    for (i = 0; i < ncolors; i++) {
        pixcmapGetColor(cmap, i, &rval, &gval, &bval);
        pixelShiftByComponent(rval, gval, bval, srcval, dstval, &newval);
        extractRGBValues(newval, &rval, &gval, &bval);
        pixcmapResetColor(cmap, i, rval, gval, bval);
    }
 
    return 0;
}