Wave-Function-Collapse
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Speed Up by only calculating entropy of cells adjacent to collapsed cells (+ naive backtracking demo)
i was trying to draw a large grid (64x64) and it was slow, so i tweaked the draw() function to skip calculating validOptions for cells that weren't adjacent to any other collapsed cells
// if ZERO adjacent cells are collapsed, skip for now...
let at_least_one_collapsed = false;
for(neighbor of [
j > 0 ? grid[i + (j - 1) * DIM] : null, // up
i < DIM - 1 ? grid[i + 1 + j * DIM] : null, // right
j < DIM - 1 ? grid[i + (j + 1) * DIM] : null, // down
i > 0 ? grid[i - 1 + j * DIM] : null // left
]){
if(neighbor?.collapsed){
at_least_one_collapsed = true;
}
}
if(!at_least_one_collapsed){
nextGrid[index] = new Cell(tiles.length, index); //grid[index];
continue;
}
you can test it out on CodePen here: https://codepen.io/jakedowns/pen/PoRbeGQ
I also implemented naive backtracking, naive in the sense that it goes backwards step by step, instead of kind of propagating re-picking options in the local neighborhood of a cell with 0 options. that would be the more efficient way. gonna try to implement that next...
https://twitter.com/i/status/1547662617749045250
https://user-images.githubusercontent.com/1683122/179131109-84e6a5e7-0d79-4005-9073-d4cbae7e23e8.mp4
Update: i also speed things up by replacing array.concat with array.push(...array) https://dev.to/uilicious/javascript-array-push-is-945x-faster-than-array-concat-1oki
I hosted my version here https://jakedowns.com/oasis
https://twitter.com/jakedowns/status/1548593109092552705
Also got some good local-backtracking going. Check out my fork here: https://github.com/jakedowns/Wave-Function-Collapse/blob/d94326e86baecb45109c1567625ea8d726634490/sketch.js#L423