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feat(supercluster): implement in rust
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slavik-pastushenko committed Nov 6, 2023
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24 changes: 24 additions & 0 deletions .github/workflows/test.yml
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name: test

on:
push:
branches: [ "main" ]
pull_request:
branches: [ "main" ]

env:
CARGO_TERM_COLOR: always

jobs:
build:

runs-on: ubuntu-latest

steps:
- uses: actions/checkout@v3
- name: Build
run: cargo build --verbose
- name: Run clippy
run: cargo clippy --all-targets --all-features -- -D warnings
- name: Run tests
run: cargo test --verbose
11 changes: 11 additions & 0 deletions .gitignore
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debug/
target/
Cargo.lock

**/*.rs.bk
*.pdb

.env
/.idea
/.vscode
.DS_Store
18 changes: 18 additions & 0 deletions Cargo.toml
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[package]
name = "supercluster"
description = "A very fast Rust crate for geospatial point clustering"
version = "1.0.4"
edition = "2021"
license = "MIT"
readme = "README.md"
authors = ["Chargetrip <[email protected]>"]
keywords = ["supercluster", "geospatial", "geo", "tile", "mvt"]
exclude = [".github/**"]
documentation = "https://docs.rs/supercluster/1.0.4"
repository = "https://github.com/chargetrip/supercluster-rust"

[dependencies]
serde = { version = "1.0.190", features = ["derive"] }

[dev-dependencies]
serde_json = "1.0.108"
21 changes: 21 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2023 Chargetrip

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
118 changes: 116 additions & 2 deletions README.md
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# supercluster-rust
A very fast Rust crate for geospatial point clustering
# Supercluster

A very fast Rust crate for geospatial point clustering.

This crate is deeply inspired by Mapbox's supercluster [JS package](https://www.npmjs.com/package/supercluster) and [blog post](https://www.mapbox.com/blog/supercluster/).

## Reference implementation

[![test](https://github.com/chargetrip/supercluster-rust/actions/workflows/test.yml/badge.svg)](https://github.com/chargetrip/supercluster-rust/actions/workflows/test.yml)
[![docs](https://docs.rs/supercluster/badge.svg)](https://docs.rs/supercluster)
[![crate](https://img.shields.io/crates/v/supercluster.svg)](https://crates.io/crates/supercluster)
![Crates.io (recent)](https://img.shields.io/crates/dr/supercluster)
![GitHub](https://img.shields.io/github/license/chargetrip/supercluster-rust)

![Features](https://cloud.githubusercontent.com/assets/25395/11857351/43407b46-a40c-11e5-8662-e99ab1cd2cb7.gif)

## Features

- `load(points)`: Loads an array of [GeoJSON Feature](https://tools.ietf.org/html/rfc7946#section-3.2) objects. Each feature's `geometry` must be a [GeoJSON Point](https://tools.ietf.org/html/rfc7946#section-3.1.2).

- `get_clusters(bbox, zoom)`: For the given `bbox` array (`[west_lng, south_lat, east_lng, north_lat]`) and `zoom`, returns an array of clusters and points as [GeoJSON Feature](https://tools.ietf.org/html/rfc7946#section-3.2) objects.

- `get_tile(z, x, y)`: For a given zoom and x/y coordinates, returns a [geojson-vt](https://github.com/mapbox/geojson-vt)-compatible JSON tile object with cluster/point features.

- `get_children(cluster_id)`: Returns the children of a cluster (on the next zoom level) given its id (`cluster_id` value from feature properties).

- `get_leaves(cluster_id, limit, offset)`: Returns all the points of a cluster (given its `cluster_id`), with pagination support.

- `get_cluster_expansion_zoom(cluster_id)`: Returns the zoom on which the cluster expands into several children (useful for "click to zoom" feature) given the cluster's `cluster_id`.

## Options

| Option | Description |
|--------------|-------------------------------------------------------------------|
| `min_zoom` | Minimum zoom level at which clusters are generated. |
| `max_zoom` | Maximum zoom level at which clusters are generated. |
| `min_points` | Minimum number of points to form a cluster. |
| `radius` | Cluster radius, in pixels. |
| `extent` | (Tiles) Tile extent. Radius is calculated relative to this value. |
| `node_size` | Size of the KD-tree leaf node. Affects performance. |

## Safety

This crate uses `#![forbid(unsafe_code)]` to ensure everything is implemented in
100% safe Rust.

## Usage

Run the following Cargo command in your project directory:

```bash
cargo add supercluster
```

```rust
extern crate supercluster;

use supercluster::{ Supercluster, Options };

fn main() {
let options = Options {
max_zoom: 16,
min_zoom: 0,
min_points: 2,
radius: 40.0,
node_size: 64,
extent: 512.0,
};

// Create a new instance with the specified configuration settings
let mut cluster = Supercluster::new(options);

// Load the input GeoJSON points into the Supercluster instance
let points = Vec::new(); // your points
let index = cluster.load(points);

// Retrieve a vector of features within a tile at the given zoom level and tile coordinates
let tile = index.get_tile(0, 0.0, 0.0).expect("cannot get a tile");

...
}
```

## Contributing

Build:

```bash
cargo build
```

Test:

```bash
cargo test
```

Run [clippy](https://github.com/rust-lang/rust-clippy):

```bash
cargo clippy --all-targets --all-features -- -D warnings
```

Generate documentation in HTML format:

```bash
cargo doc --open
```

## License

This project is licensed under the [MIT license][license].

## Sponsors

[![Chargetrip logo](https://chargetrip-files.s3.eu-central-1.amazonaws.com/logo-1.png)](https://www.chargetrip.com)
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