function Node_Palette_Shrink(_x, _y, _group = noone) : Node_Processor(_x, _y, _group) constructor { name = "Shrink Palette"; setDimension(96); newInput(0, nodeValue_Palette("Palette in", self, array_clone(DEF_PALETTE))) .setVisible(true, true); newInput(1, nodeValue_Enum_Button("Algorithm", self, 1, [ "Histogram", "K-mean" ])) .rejectArray(); newInput(2, nodeValue_Int("Amount", self, 4)); newInput(3, nodeValueSeed(self)); newInput(4, nodeValue_Enum_Button("Color Space", self, 0, [ "RGB", "HSV" ])) newOutput(0, nodeValue_Output("Palette", self, VALUE_TYPE.color, [])) .setDisplay(VALUE_DISPLAY.palette); input_display_list = [ 0, 4, 1, 2, ]; static processData_prebatch = function() { setDimension(96, process_length[0] * 32); } function kmean(_pal) { _size = max(1, getInputData(2)); _space = getInputData(4); _min = [ 1, 1, 1 ]; _max = [ 0, 0, 0 ]; var _cc, col = 0, colors = []; for( var i = 0, n = array_length(_pal); i < n; i++ ) { _cc = _pal[i]; switch(_space) { case 0 : col = [ _color_get_red(_cc), _color_get_green(_cc), _color_get_blue(_cc), 0 ]; break; case 1 : col = [ _color_get_hue(_cc), _color_get_saturation(_cc), _color_get_value(_cc), 0 ]; break; } array_push(colors, col); _min[0] = min(_min[0], col[0]); _max[0] = max(_max[0], col[0]); _min[1] = min(_min[1], col[1]); _max[1] = max(_max[1], col[1]); _min[2] = min(_min[2], col[2]); _max[2] = max(_max[2], col[2]); } // random_set_seed(_seed); // var cnt = array_create_ext(_size, () => [ random_range(_min[0], _max[0]), random_range(_min[1], _max[1]), random_range(_min[2], _max[2]), 0 ]); var cnt = array_create_ext(_size, function(i) /*=>*/ {return [ lerp(_min[0], _max[0], i / (_size - 1)), lerp(_min[1], _max[1], i / (_size - 1)), lerp(_min[2], _max[2], i / (_size - 1)), 0 ]}); repeat(8) { // var _cnt = array_create_ext(_size, (i) => [ cnt[i][0], cnt[i][1], cnt[i][2], 0 ]); for( var i = 0, n = array_length(colors); i < n; i++ ) { var ind = 0; var dist = 999; var _cl = colors[i]; for( var j = 0; j < _size; j++ ) { var _cn = cnt[j]; var d = point_distance_3d(_cl[0], _cl[1], _cl[2], _cn[0], _cn[1], _cn[2]); if(d < dist) { dist = d; ind = j; } } colors[i][3] = ind; } for( var i = 0; i < _size; i++ ) cnt[i] = [ 0, 0, 0, 0 ]; for( var i = 0, n = array_length(colors); i < n; i++ ) { var _cl = colors[i]; var _co = _cl[3]; cnt[_co][0] += _cl[0]; cnt[_co][1] += _cl[1]; cnt[_co][2] += _cl[2]; cnt[_co][3]++; } for( var i = 0; i < _size; i++ ) { var _cc = cnt[i]; cnt[i][0] = _cc[3]? _cc[0] / _cc[3] : 0; cnt[i][1] = _cc[3]? _cc[1] / _cc[3] : 0; cnt[i][2] = _cc[3]? _cc[2] / _cc[3] : 0; } // var del = array_reduce(cnt, (prev, cur, i) => max(prev, point_distance_3d(cnt[i][0], cnt[i][1], cnt[i][2], cur[0], cur[1], cur[2])), 0); // if(del < 0.001) break; } var palette = []; var clr; for( var i = 0; i < _size; i++ ) { var closet = 0; var dist = 999; var _cl = cnt[i]; for( var j = 0, n = array_length(colors); j < n; j++ ) { var _cn = colors[j]; var d = point_distance_3d(_cl[0], _cl[1], _cl[2], _cn[0], _cn[1], _cn[2]); if(d < dist) { dist = d; closet = j; } } var _cc = colors[closet]; switch(_space) { case 0 : clr = make_color_rgba(_cc[0] * 255, _cc[1] * 255, _cc[2] * 255, 255); break; case 1 : clr = make_color_hsva(_cc[0] * 255, _cc[1] * 255, _cc[2] * 255, 255); break; } array_push_unique(palette, clr); } return palette; } function histogram(_pal) { var _size = max(1, getInputData(2)); var _space = getInputData(4); var _min = [ 1, 1, 1 ]; var _max = [ 0, 0, 0 ]; var _cc, col, colors = []; for( var i = 0, n = array_length(_pal); i < n; i++ ) { _cc = _pal[i]; switch(_space) { case 0 : col = [ _color_get_red(_cc), _color_get_green(_cc), _color_get_blue(_cc), 0 ]; break; case 1 : col = [ _color_get_hue(_cc), _color_get_saturation(_cc), _color_get_value(_cc), 0 ]; break; } array_push(colors, col); _min[0] = min(_min[0], col[0]); _max[0] = max(_max[0], col[0]); _min[1] = min(_min[1], col[1]); _max[1] = max(_max[1], col[1]); _min[2] = min(_min[2], col[2]); _max[2] = max(_max[2], col[2]); } var palette = array_create(_size); var clr, _c0, _c1, _c2; for( var i = 0, n = array_length(palette); i < n; i++ ) { _c0 = lerp(_min[0], _max[0], i / (n - 1)) * 255; _c1 = lerp(_min[1], _max[1], i / (n - 1)) * 255; _c2 = lerp(_min[2], _max[2], i / (n - 1)) * 255; switch(_space) { case 0 : clr = make_color_rgba(_c0, _c1, _c2, 255); break; case 1 : clr = make_color_hsva(_c0, _c1, _c2, 255); break; } palette[i] = clr; } return palette; } static processData = function(_outSurf, _data, _output_index, _array_index) { var _pal = _data[0]; var _alg = _data[1]; if(!is_array(_pal)) return; switch(_alg) { case 0 : return histogram(_pal); case 1 : return kmean(_pal); } return _pal; } static onDrawNode = function(xx, yy, _mx, _my, _s, _hover, _focus) { var bbox = drawGetBbox(xx, yy, _s); if(bbox.h < 1) return; var pal = outputs[0].getValue(); if(array_empty(pal)) return; if(!is_array(pal[0])) pal = [ pal ]; var _y = bbox.y0; var gh = bbox.h / array_length(pal); for( var i = 0, n = array_length(pal); i < n; i++ ) { drawPalette(pal[i], bbox.x0, _y, bbox.w, gh); _y += gh; } } }