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a5R

★ 30 Open GitHub ↗

An R wrapper of the a5 rust crate

// repository documentation

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# a5R <a href="https://belian-earth.github.io/a5R/"><img src="man/figures/logo.png" align="right" height="200" alt="a5R website" /></a>

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a5R provides R bindings for the [A5](https://a5geo.org/) pentagonal
geospatial index, powered by the [a5 Rust
crate](https://github.com/felixpalmer/a5-rs) via
[extendr](https://extendr.rs/extendr/extendr_api/).

A5 partitions the Earth’s surface into pentagonal cells across 31
resolution levels. Cells are equal-area, encoded as 64-bit integers, and
achieve millimetre-level precision at the finest resolution.

## Installation

``` r
install.packages("a5R")
```

Or install the development version from GitHub:

``` r
# install.packages("pak")
pak::pak("belian-earth/a5R")
```

You will need a working [Rust toolchain](https://rustup.rs/) (`cargo`
and `rustc`).

## Quick example

``` r
library(a5R)

# Index a point to a cell
cell <- a5_lonlat_to_cell(-3.19, 55.95, resolution = 10)
cell
#> <a5_cell[1]>
#> [1] 6344be8000000000

# Get the boundary polygon
a5_cell_to_boundary(cell)
#> <wk_wkb[1] with CRS=OGC:CRS84>
#> [1] <POLYGON ((-3.175718 55.93546, -3.145905 55.97569, -3.151641 56.01921, -3.219413 56.00818, -3.226037 55.96443, -3.175718 55.93546...>

# Navigate the hierarchy
a5_cell_to_parent(cell)
#> <a5_cell[1]>
#> [1] 6344be0000000000
a5_cell_to_children(cell)
#> <a5_cell[4]>
#> [1] 6344be2000000000 6344be6000000000 6344bea000000000 6344bee000000000
```

``` r
# Create a collection of cells whose centres fall within a great-circle distance of 100km from the origin cell
cells <- a5_spherical_cap(cell, radius = 100000) |> 
  a5_uncompact(resolution = 10)
plot(a5_cell_to_boundary(cells), col = "#206ead20", border = "#206ead", asp = 1)
```

See `vignette("a5R")` for a full walkthrough of indexing, boundaries,
hierarchy, traversal, and geometry-to-cell conversion.

## Features

- **Vectorised Rust core** — all operations implemented in Rust and
  called from R via extendr.
  [Benchmarks](https://github.com/belian-earth/a5R/blob/main/benchmarks/RESULTS.md)
  confirm identical results to the Python, JavaScript, and DuckDB A5
  implementations.
- **vctrs + wk integration** — cell indices use an `a5_cell` type with
  tibble support; geometries return as `wk_wkb`/`wk_wkt` vectors
  compatible with sf and terra.
- **Geometry indexing** — `a5_polygon_to_cells()` and
  `a5_linestring_to_cells()` map polygons and great-circle lines to the
  cells that cover them.
- **Traversal** — `a5_grid_disk()` and `a5_spherical_cap()` select
  neighbours by hop count or great-circle distance.
- **Multi-threading** — opt-in parallel processing via rayon for
  vectorised operations. See `vignette("multithreading")`.

## Acknowledgements

A5 was created by [Felix Palmer](https://github.com/felixpalmer). This
package is a thin R wrapper around his work and would not exist without
it. The [Query-farm](https://github.com/Query-farm/a5) team maintain the
DuckDB A5 extension, which wraps the same Rust crate and provided a
valuable reference for this project.

a5R

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