/* estimate entropy
 *
 * Author: John Cupitt
 * 11/8/15
 * 	- from hist_ismonotonic.c
 * 6/3/16
 * 	- vips_log() call was mangled, thanks Lovell
 */

/*

	This file is part of VIPS.

	VIPS 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; either version 2 of the License, or
	(at your option) 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.

	You should have received a copy of the GNU Lesser General Public License
	along with this program; if not, write to the Free Software
	Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA
	02110-1301  USA

 */

/*

	These files are distributed with VIPS - http://www.vips.ecs.soton.ac.uk

 */

#ifdef HAVE_CONFIG_H
#include <config.h>
#endif /*HAVE_CONFIG_H*/
#include <glib/gi18n-lib.h>

#include <stdio.h>
#include <math.h>

#include <vips/vips.h>

typedef struct _VipsHistEntropy {
	VipsOperation parent_instance;

	VipsImage *in;

	double out;
} VipsHistEntropy;

typedef VipsOperationClass VipsHistEntropyClass;

G_DEFINE_TYPE(VipsHistEntropy, vips_hist_entropy,
	VIPS_TYPE_OPERATION);

static int
vips_hist_entropy_build(VipsObject *object)
{
	VipsObjectClass *class = VIPS_OBJECT_GET_CLASS(object);
	VipsHistEntropy *entropy = (VipsHistEntropy *) object;
	VipsImage **t = (VipsImage **) vips_object_local_array(object, 4);

	double avg;
	double sum;

	if (VIPS_OBJECT_CLASS(vips_hist_entropy_parent_class)->build(object))
		return -1;

	if (vips_check_hist(class->nickname, entropy->in))
		return -1;

	/* Compute:
	 *   norm_hist = hist / sum(hist)
	 *   entropy = -sum(norm_hist * log2(norm_hist))
	 */
	if (vips_avg(entropy->in, &avg, NULL))
		return -1;
	sum = avg * VIPS_IMAGE_N_PELS(entropy->in) * entropy->in->Bands;
	if (vips_linear1(entropy->in, &t[0], 1.0 / sum, 0, NULL) ||
		vips_log(t[0], &t[1], NULL) ||
		vips_linear1(t[1], &t[2], 1.0 / log(2.0), 0, NULL) ||
		vips_multiply(t[0], t[2], &t[3], NULL) ||
		vips_avg(t[3], &avg, NULL))
		return -1;

	g_object_set(entropy,
		"out", -avg * VIPS_IMAGE_N_PELS(entropy->in) * entropy->in->Bands,
		NULL);

	return 0;
}

static void
vips_hist_entropy_class_init(VipsHistEntropyClass *class)
{
	GObjectClass *gobject_class = G_OBJECT_CLASS(class);
	VipsObjectClass *object_class = (VipsObjectClass *) class;

	gobject_class->set_property = vips_object_set_property;
	gobject_class->get_property = vips_object_get_property;

	object_class->nickname = "hist_entropy";
	object_class->description = _("estimate image entropy");
	object_class->build = vips_hist_entropy_build;

	VIPS_ARG_IMAGE(class, "in", 1,
		_("Input"),
		_("Input histogram image"),
		VIPS_ARGUMENT_REQUIRED_INPUT,
		G_STRUCT_OFFSET(VipsHistEntropy, in));

	VIPS_ARG_DOUBLE(class, "out", 2,
		_("Output"),
		_("Output value"),
		VIPS_ARGUMENT_REQUIRED_OUTPUT,
		G_STRUCT_OFFSET(VipsHistEntropy, out),
		-INFINITY, INFINITY, 0.0);
}

static void
vips_hist_entropy_init(VipsHistEntropy *entropy)
{
}

/**
 * vips_hist_entropy: (method)
 * @in: input histogram
 * @out: (out): image entropy
 * @...: %NULL-terminated list of optional named arguments
 *
 * Estimate image entropy from a histogram. Entropy is calculated as:
 *
 * |[
 * -sum(p * log2(p))
 * ]|
 *
 * where p is histogram-value / sum-of-histogram-values.
 *
 * Returns: 0 on success, -1 on error
 */
int
vips_hist_entropy(VipsImage *in, double *out, ...)
{
	va_list ap;
	int result;

	va_start(ap, out);
	result = vips_call_split("hist_entropy", ap, in, out);
	va_end(ap);

	return result;
}
