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/* This file is part of MyPaint.
* Copyright (C) 2018 by the MyPaint Development Team.
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*/
#include "floodfill.hpp"
#include <cmath>
#include <vector>
/*
Returns a list [(start, end)] of segments corresponding
to contiguous occurrences of "true" in the given boolean array.
This is the representation that is passed between the Python
and C++ parts of the fill algorithm, representing, along with a
direction marker, sequences of fill seeds to be handled.
*/
static inline PyObject*
to_seeds(const bool edge[N])
{
PyObject* seg_list = PyList_New(0);
bool contiguous = false;
int seg_start = 0;
int seg_end = 0;
for (int c = 0; c < N; ++c) {
if (edge[c]) {
if (!contiguous) { // a new segment begins
seg_start = c;
seg_end = c;
contiguous = true;
} else { // segment continues
seg_end++;
}
} else if (contiguous) { // segment ends
PyObject* segment = Py_BuildValue("ii", seg_start, seg_end);
PyList_Append(seg_list, segment);
Py_DECREF(segment);
#ifdef HEAVY_DEBUG
assert(segment->ob_refcnt == 1);
#endif
contiguous = false;
}
}
if (contiguous) {
PyObject* segment = Py_BuildValue("ii", seg_start, seg_end);
PyList_Append(seg_list, segment);
Py_DECREF(segment);
#ifdef HEAVY_DEBUG
assert(segment->ob_refcnt == 1);
#endif
}
return seg_list;
}
static inline chan_t
clamped_div(chan_t a, chan_t b)
{
return fix15_short_clamp(fix15_div(fix15_short_clamp(a), b));
}
static inline rgba
straightened(int targ_r, int targ_g, int targ_b, int targ_a)
{
if (targ_a <= 0)
return rgba((chan_t)0, 0, 0, 0);
else
return rgba(
clamped_div(targ_r, targ_a), clamped_div(targ_g, targ_a),
clamped_div(targ_b, targ_a), targ_a);
}
Filler::Filler(int targ_r, int targ_g, int targ_b, int targ_a, double tol)
: target_color(straightened(targ_r, targ_g, targ_b, targ_a)),
target_color_premultiplied(rgba((chan_t)targ_r, targ_g, targ_b, targ_a)),
tolerance((fix15_t)(MIN(1.0, MAX(0.0, tol)) * fix15_one))
{
}
/*
Evaluates the source pixel based on the target color and
tolerance value, returning the alpha of the fill as it
should be set for the corresponding destination pixel.
A non-zero result indicates that the destination pixel
should be filled.
*/
chan_t
Filler::pixel_fill_alpha(const rgba& px)
{
fix15_t dist;
if ((target_color.alpha | px.alpha) == 0)
return fix15_one;
else if (tolerance == 0) {
return fix15_one * (target_color_premultiplied == px);
}
if (target_color.alpha == 0)
dist = px.alpha;
else
dist = target_color.max_diff(
straightened(px.red, px.green, px.blue, px.alpha));
// Compare with adjustable tolerance of mismatches.
static const fix15_t onepointfive = fix15_one + fix15_halve(fix15_one);
dist = fix15_div(dist, tolerance);
if (dist > onepointfive) { // aa < 0, but avoid underflow
return 0;
} else {
fix15_t aa = onepointfive - dist;
if (aa < fix15_halve(fix15_one))
return fix15_short_clamp(fix15_double(aa));
else
return fix15_one;
}
}
/*
Helper function for the fill algorithm, enqueues the source pixel (at (x,y))
if the corresponding destination pixel is not already filled, the source
pixel color is within the fill tolerance and the pixel is not part of
a contiguous sequence (on the same row) already represented in the queue.
Return value indicates:
"sequence is no longer contiguous, must enqueue next eligible pixel"
*/
bool
Filler::check_enqueue(
const int x, const int y, bool check, const rgba& src_pixel,
const chan_t& dst_pixel)
{
if (dst_pixel != 0) return true;
bool match = pixel_fill_alpha(src_pixel) > 0;
if (match && check) {
seed_queue.push(coord(x, y));
return false;
}
return !match;
}
/*
If the input tile is:
Not uniform - returns Py_None
If uniform, returns its alpha, if filled, as a Py_Int
*/
PyObject*
Filler::tile_uniformity(bool empty_tile, PyObject* src_arr)
{
if (empty_tile) {
chan_t alpha = pixel_fill_alpha(rgba((chan_t)0, 0, 0, 0));
return Py_BuildValue("i", alpha);
}
PixelBuffer<rgba> src = PixelBuffer<rgba>(src_arr);
if (src.is_uniform()) {
chan_t alpha = pixel_fill_alpha(src(0, 0));
return Py_BuildValue("i", alpha);
}
Py_INCREF(Py_None);
return Py_None;
}
void
Filler::queue_seeds(
PyObject* seeds, PixelBuffer<rgba>& src, PixelBuffer<chan_t> dst)
{
Py_ssize_t num_seeds = PySequence_Size(seeds);
for (Py_ssize_t i = 0; i < num_seeds; ++i) {
PyObject* seed_tuple = PySequence_GetItem(seeds, i);
int x;
int y;
PyArg_ParseTuple(seed_tuple, "ii", &x, &y);
Py_DECREF(seed_tuple);
if (!dst(x, y) && pixel_fill_alpha(src(x, y)) > 0) {
seed_queue.push(coord(x, y));
}
}
}
/*
Generate and queue pixel coordinates based on a list of ranges, a direction
of origin indicating the edge the ranges apply to, and source and destination
tiles to determine if the coordinates can be, or have already been, filled.
The input coordinates are marked in a boolean array, used to (potentially)
exclude input seeds from output seeds.
*/
void
Filler::queue_ranges(
edge origin, PyObject* seeds, bool input_marks[N], PixelBuffer<rgba>& src,
PixelBuffer<chan_t>& dst)
{
#ifdef HEAVY_DEBUG
assert(PySequence_Check(seeds));
#endif
// The tile edge and direction determined by where the seed segments
// originates, left-to-right or top-to-bottom
int x_base = (origin == edges::east) * (N - 1);
int y_base = (origin == edges::south) * (N - 1);
int x_offs = (origin + 1) % 2;
int y_offs = origin % 2;
for (int i = 0; i < PySequence_Size(seeds); ++i) {
int seg_start;
int seg_end;
PyObject* segment = PySequence_GetItem(seeds, i);
#ifdef HEAVY_DEBUG
assert(PyTuple_CheckExact(segment));
assert(PySequence_Size(segment) == 2);
#endif
if (!PyArg_ParseTuple(segment, "ii", &seg_start, &seg_end)) {
Py_DECREF(segment);
continue;
}
Py_DECREF(segment);
#ifdef HEAVY_DEBUG
assert(segment->ob_refcnt == 1);
#endif
// Check all pixels in the segment, adding the first
// of every contiguous section to the queue
bool contiguous = false;
for (int n = seg_start, x = x_base + x_offs * n,
y = y_base + y_offs * n;
n <= seg_end; ++n, x += x_offs, y += y_offs) {
input_marks[n] = true; // mark incoming segment to avoid reseeding
if (!dst(x, y) && pixel_fill_alpha(src(x, y)) > 0) {
if (!contiguous) {
seed_queue.push(coord(x, y));
contiguous = true;
}
} else {
contiguous = false;
}
}
}
}
/*
Four-way fill algorithm using segments to represent
sequences of input and output seeds.
Parameters src_o and dst_o should be N x N numpy arrays
of types rgba (chan_t[4]) and chan_t respectively.
The fill produces alpha values with reference to src_o and
writes those alpha values to dst_o.
The seed coordinates are derived from a list of tuples denoting
ranges, which along with the seed origin parameter are used to
determine the in-tile pixel coordinates.
The bounds defined by the min/max,x/y parameters limit the fill
within the tile, if they are more constrained than (0, 0, N-1, N-1)
*/
PyObject*
Filler::fill(
PyObject* src_o, PyObject* dst_o, PyObject* seeds, edge seed_origin,
int min_x, int min_y, int max_x, int max_y)
{
// Sanity checks (not really necessary)
if (min_x > max_x || min_y > max_y) return Py_BuildValue("[()()()()]");
if (min_x < 0) min_x = 0;
if (min_y < 0) min_y = 0;
if (max_x > (N - 1)) max_x = (N - 1);
if (max_y > (N - 1)) max_y = (N - 1);
PixelBuffer<rgba> src(src_o);
PixelBuffer<chan_t> dst(dst_o);
#ifdef HEAVY_DEBUG
assert(PySequence_Check(seeds));
#endif
// Store input seed positions to filter them out
// prior to constructing the output seed segment lists
bool input_seeds[N] = {0,};
if (seed_origin == edges::none) { // Initial seeds, a list of coordinates
queue_seeds(seeds, src, dst);
} else {
queue_ranges(seed_origin, seeds, input_seeds, src, dst);
} // Seed queue populated
// 0-initialized arrays used to mark points reached on
// the tile boundaries to potentially create new seed segments.
// Ordered left-to-right / top-to-bottom, for n/s, e/w respectively
bool _n[N] = {0,}, _e[N] = {0,}, _s[N] = {0,}, _w[N] = {0,};
bool* edge_marks[] = {_n, _e, _s, _w};
// Fill loop
while (!seed_queue.empty()) {
int x0 = seed_queue.front().x;
int y = seed_queue.front().y;
seed_queue.pop();
// skip if we're outside the bbox range
if (y < min_y || y > max_y) continue;
for (int i = 0; i < 2; ++i) {
bool look_above = true;
bool look_below = true;
const int x_start =
x0 + i; // include starting coordinate when moving left
const int x_delta = i * 2 - 1; // first scan left, then right
PixelRef<rgba> src_px = src.get_pixel(x_start, y);
PixelRef<chan_t> dst_px = dst.get_pixel(x_start, y);
for (int x = x_start; x >= min_x && x <= max_x;
x += x_delta, src_px.move_x(x_delta), dst_px.move_x(x_delta)) {
if (dst_px.read()) {
break;
} // Pixel is already filled
chan_t alpha = pixel_fill_alpha(src_px.read());
if (alpha <= 0) // Colors are too different
{
break;
}
dst_px.write(alpha); // Fill the pixel
if (y > 0) {
look_above = check_enqueue( //check/enqueue above
x, y-1, look_above, src_px.above(), dst_px.above());
} else {
_n[x] = true; // On northern edge
}
if (y < (N - 1)) {
look_below = check_enqueue( // check/enqueue below
x, y+1, look_below, src_px.below(), dst_px.below());
} else {
_s[x] = true; // On southern edge
}
if (x == 0) {
_w[y] = true; // On western edge
} else if (x == (N - 1)) {
_e[y] = true; // On eastern edge
}
}
}
}
if (seed_origin != edges::none) {
// Remove incoming seeds from outgoing seeds
bool* edge = edge_marks[seed_origin];
for (int n = 0; n < N; ++n) {
edge[n] = edge[n] && !input_seeds[n];
}
}
return Py_BuildValue(
"[NNNN]", to_seeds(_n), to_seeds(_e), to_seeds(_s), to_seeds(_w));
}
void
Filler::flood(PyObject* src_arr, PyObject* dst_arr)
{
PixelRef<rgba> src_px = PixelBuffer<rgba>(src_arr).get_pixel(0, 0);
PixelRef<chan_t> dst_px = PixelBuffer<chan_t>(dst_arr).get_pixel(0, 0);
for (int i = 0; i < N * N; ++i, src_px.move_x(1), dst_px.move_x(1)) {
dst_px.write(pixel_fill_alpha(src_px.read()));
}
}
PyObject*
rgba_tile_from_alpha_tile(
PyObject* src, double fill_r, double fill_g, double fill_b, int min_x,
int min_y, int max_x, int max_y)
{
npy_intp dims[] = {N, N, 4};
// A zeroed array is used instead of an empty, since
// less than the entire output tile may be written to.
PyObject* dst_arr = PyArray_ZEROS(3, dims, NPY_USHORT, 0);
PixelBuffer<rgba> dst_buf(dst_arr);
PixelBuffer<chan_t> src_buf(src);
for (int y = min_y; y <= max_y; ++y) {
int x = min_x;
PixelRef<chan_t> src_px = src_buf.get_pixel(x, y);
PixelRef<rgba> dst_px = dst_buf.get_pixel(x, y);
for (; x <= max_x; ++x, src_px.move_x(1), dst_px.move_x(1)) {
dst_px.write(rgba(fill_r, fill_g, fill_b, src_px.read()));
}
}
return dst_arr;
}
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