eyros

Crates.ioeyros
lib.rseyros
version4.6.2
sourcesrc
created_at2020-02-27 04:02:08.177682
updated_at2022-08-02 18:27:41.459087
descriptionmulti-dimensional interval database
homepagehttps://github.com/peermaps/eyros
repositoryhttps://github.com/peermaps/eyros
max_upload_size
id212952
size275,504
Karissa McKelvey (okdistribute)

documentation

https://docs.rs/eyros

README

eyros

eyros (εύρος) is a multi-dimensional interval database.

eyros logo

The database is based on bkd and interval trees.

eyros operates on scalar (x) or interval (min,max) coordinates for each dimension. There are 2 operations: batched write (for inserting and deleting) and query by bounding box. All features that intersect the bounding box are returned in the query results.

example

This example inserts 5000 records, writes the data to disk, then queries and prints records inside the bounding box ((-120.0,20.0,10_000),(-100.0,35.0,20_000)).

The bounding box is of the form ((min_x,min_y,min_z),(max_x,max_y,max_z)).

use eyros::{Row,Coord};
use rand::random;
use async_std::prelude::*;

type P = (Coord<f32>,Coord<f32>,Coord<u16>);
type V = u64;
type E = Box<dyn std::error::Error+Sync+Send>;

#[async_std::main]
async fn main() -> Result<(),E> {
  let mut db = eyros::open_from_path3(
    &std::path::PathBuf::from("/tmp/eyros.db")
  ).await?;
  let batch: Vec<Row<P,V>> = (0..5_000).map(|i| {
    let xmin = (random::<f32>()*2.0-1.0)*180.0;
    let xmax = xmin + random::<f32>().powf(16.0)*(180.0-xmin);
    let ymin = (random::<f32>()*2.0-1.0)*90.0;
    let ymax = ymin + random::<f32>().powf(16.0)*(90.0-ymin);
    let z = random::<u16>();
    let point = (
      Coord::Interval(xmin,xmax),
      Coord::Interval(ymin,ymax),
      Coord::Scalar(z)
    );
    Row::Insert(point, i)
  }).collect();
  db.batch(&batch).await?;
  db.sync().await?;

  let bbox = ((-120.0,20.0,10_000),(-100.0,35.0,20_000));
  let mut stream = db.query(&bbox).await?;
  while let Some(result) = stream.next().await {
    println!("{:?}", result?);
  }
  Ok(())
}

The output from this program is of the form (coords, value):

$ cargo run --example polygons -q
((Interval(-100.94689, -100.94689), Interval(20.108843, 20.109331), Scalar(16522)), 4580)
((Interval(-111.62768, -110.40406), Interval(-7.519809, 86.154755), Scalar(12384)), 2603)
((Interval(-114.46505, -31.340988), Interval(-57.901405, 20.235504), Scalar(11360)), 1245)
((Interval(-159.97859, 121.304184), Interval(32.35743, 32.35743), Scalar(10164)), 3294)
((Interval(-150.29192, -35.475517), Interval(-39.97779, 29.163605), Scalar(15333)), 2336)
((Interval(-162.45879, -92.46166), Interval(31.187943, 31.187975), Scalar(12221)), 2826)
((Interval(-160.53441, -88.66396), Interval(10.031784, 21.852394), Scalar(11711)), 2366)
((Interval(-132.39021, -98.14838), Interval(-0.06010294, 53.88453), Scalar(10685)), 3441)

license

bsd

Commit count: 419

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