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@thi.ng/grid-iterators

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Note

This is one of 200 standalone projects, maintained as part of the @thi.ng/umbrella monorepo and anti-framework.

🚀 Please help me to work full-time on these projects by sponsoring me on GitHub. Thank you! ❤️

About

2D grid and shape iterators w/ multiple orderings.

Provides the altogether 25 following orderings (excluding symmetries) to generate grid coordinates, including iterators for shape rasterization, drawing, clipping, filling, processing in general:

Columns

anim

Source

Also see the filtered version columnEnds2d(), which only includes the end points of each column.

Diagonal (45 degrees)

anim

Source

Also see the filtered version diagonalEnds2d(), which only includes the end points of the diagonals.

Diagonal with configurable slope

anim anim

Source

Hilbert curve

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Source

Interleave columns

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Supports custom strides... example uses step = 4

Interleave rows

anim

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Supports custom strides... example uses step = 4

Random

anim

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Supports custom PRNG implementations via IRandom interface defined in @thi.ng/random

Rows

anim

Source

Also see the filtered version rowEnds2d(), which only includes the end points of each row.

Outward spiral

anim

Source

Z-curve

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Source

Zigzag columns

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Zigzag diagonal

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Zigzag rows

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Source

Some functions have been ported from Christopher Kulla's Java-based Sunflow renderer.

For more basic 2D/3D grid iteration, also see range2d() & range3d() in @thi.ng/transducers.

Mirror symmetries & arbitrary coordinate transformations

All of the above mentioned grid iterators support point (grid coordinate) transformations to create variations of their base orderings. The package provides the flipX, flipY and flipXY preset transforms to mirror one or both axes, but custom transforms can be easily implemented via the same underlying mechanism. These transforms can be specified via the tx option passed to the iterators (see code example further below).

Flood filling

The floodFill() iterator can be used to iterate arbitrary 2D grids using an user-provided predicate function. The function recursively explores (in a row-major manner) the space in the [0,0]..(width,height) interval, starting at given x,y and continues as long given predicate function returns a truthy value. Any eligible 90-degree connected regions will be found and iterated recursively. The predicate function is used to select eligible grid cells (e.g. "pixels" of sorts).

import { floodFill } from "@thi.ng/grid-iterators";

// source "image"
const img = [
    "█", " ", " ", " ", "█",
    "█", " ", "█", " ", " ",
    " ", " ", "█", " ", "█",
    " ", "█", "█", " ", " ",
    " ", " ", " ", "█", "█",
];

// flood fill iterator from point (1,0)
// only accept " " as source pixel value
// image size is 5x5
const region = floodFill((x, y) => img[x + y * 5] === " ", 1, 0, 5, 5);

// label filled pixels using increasing ASCII values
let ascii = 65; // "A"
for(let [x,y] of region) img[x + y * 5] = String.fromCharCode(ascii++);

// result image showing fill order
img
// [
//   "█", "A", "B", "C", "█",
//   "█", "I", "█", "D", "E",
//   "K", "J", "█", "F", "█",
//   "L", "█", "█", "G", "H",
//   "M", "N", "O", "█", "█"
// ]

Shape iterators

Additionally, the following shape iterators are available, all also with optional clipping:

Status

STABLE - used in production

Search or submit any issues for this package

Related packages

  • @thi.ng/morton - Z-order curve / Morton encoding, decoding & range extraction for arbitrary dimensions
  • @thi.ng/rasterize - Headless 2D shape drawing, filling & rasterization for arbitrary targets/purposes (no canvas required)
  • @thi.ng/transducers - Collection of ~170 lightweight, composable transducers, reducers, generators, iterators for functional data transformations

Installation

yarn add @thi.ng/grid-iterators

ESM import:

import * as gi from "@thi.ng/grid-iterators";

Browser ESM import:

<script type="module" src="https://esm.run/@thi.ng/grid-iterators"></script>

JSDelivr documentation

For Node.js REPL:

const gi = await import("@thi.ng/grid-iterators");

Package sizes (brotli'd, pre-treeshake): ESM: 2.67 KB

Dependencies

Note: @thi.ng/api is in most cases a type-only import (not used at runtime)

Usage examples

Three projects in this repo's /examples directory are using this package:

Screenshot Description Live demo Source
Visualization of different grid iterator strategies Demo Source
Generating pure CSS image transitions Demo Source
Multi-layer vectorization & dithering of bitmap images Demo Source

API

Generated API docs

import * as gi from "@thi.ng/grid-iterators";

[...gi.zigzagRows2d({ cols: 4, rows: 4 })]

// [
//   [ 0, 0 ], [ 1, 0 ], [ 2, 0 ], [ 3, 0 ],
//   [ 3, 1 ], [ 2, 1 ], [ 1, 1 ], [ 0, 1 ],
//   [ 0, 2 ], [ 1, 2 ], [ 2, 2 ], [ 3, 2 ],
//   [ 3, 3 ], [ 2, 3 ], [ 1, 3 ], [ 0, 3 ]
// ]

// with applied horizontal mirroring
// also, if `rows` is missing, it defaults to same value as `cols`
[...gi.zigzagRows2d({ cols: 4, tx: gi.flipX })]
// [
//   [ 3, 0 ], [ 2, 0 ], [ 1, 0 ], [ 0, 0 ],
//   [ 0, 1 ], [ 1, 1 ], [ 2, 1 ], [ 3, 1 ],
//   [ 3, 2 ], [ 2, 2 ], [ 1, 2 ], [ 0, 2 ],
//   [ 0, 3 ], [ 1, 3 ], [ 2, 3 ], [ 3, 3 ]
// ]

Authors

If this project contributes to an academic publication, please cite it as:

@misc{thing-grid-iterators,
  title = "@thi.ng/grid-iterators",
  author = "Karsten Schmidt",
  note = "https://thi.ng/grid-iterators",
  year = 2019
}

License

© 2019 - 2024 Karsten Schmidt // Apache License 2.0