#index #hilbert #spatial #packed #tree #r-tree

hprtree

A Hilbert-Packed-R-Tree implementation for rust

4 releases

0.2.3 Dec 11, 2024
0.2.1 Apr 20, 2023
0.2.0 Apr 15, 2023
0.1.0 Sep 29, 2022

#806 in Data structures

22 downloads per month

MIT license

38KB
757 lines

hprtree

Crate API

About

This is a Hilbert-Packed-R-Tree implementation for rust (maybe see Wikipedia).

The (C++) code that handles the mapping between coordinates and hilbert index was not written by me and can be found on GitHub along with links to interesting writeups on https://threadlocalmutex.com.

Example usage

use hprtree::{Point, BBox, HPRTreeWrappingBuilder};

let mut index = HPRTreeWrappingBuilder::new(10);
index.insert("Bob", Point{ x: 0f32, y: 0f32 });
for _ in 0..2 {
    index.insert("Alice", Point{ x: 1f32, y: 1f32 });
}
index.insert("James", Point{ x: 2.5f32, y: -2.5f32 });
index.insert("Annie", Point{ x: 20f32, y: 1f32 });
for _ in 0..5 {
    index.insert("Thomas", Point{ x: 1f32, y: -50f32 });
}

let index = index.build();

let mut result = Vec::with_capacity(4);
index.query_with_list(&BBox
           {
               minx: -5f32,
               miny: -5f32,
               maxx: 5f32,
               maxy: 5f32
           }, &mut result);

assert!(result.len() == 4); // this Vec now contains the &strs "Bob", "Alice"(x2) and "James"

for i in result {
    assert!(i == "Bob" || i == "Alice" || i == "James");
    // there are absolutely no guarantees regarding ordering though
}

There are more examples in hprtree.rs, hprtree_wrapping.rs (where the example above is from) and in _examples/

No runtime deps