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

hprtree

A Hilbert-Packed-R-Tree implementation for rust

3 unstable releases

0.2.1 Apr 20, 2023
0.2.0 Apr 15, 2023
0.1.0 Sep 29, 2022

#2166 in Data structures

MIT license

20KB
368 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 (!only http) http://threadlocalmutex.com.

Example usage

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

let mut index = HPRTreeBuilder::new(10);
index.insert("Bob".to_string(), Point{ x: 0f32, y: 0f32 });
for _ in 0..2 {
    index.insert("Alice".to_string(), Point{ x: 1f32, y: 1f32 });
}
index.insert("James".to_string(), Point{ x: 2.5f32, y: -2.5f32 });
index.insert("Annie".to_string(), Point{ x: 20f32, y: 1f32 });
for _ in 0..5 {
    index.insert("Thomas".to_string(), 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 Strings "Bob", "Alice"(x2) and "James"

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

Also maybe see the test in lib.rs

No runtime deps