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feat(supercluster): implement in rust
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name: test | ||
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on: | ||
push: | ||
branches: [ "main" ] | ||
pull_request: | ||
branches: [ "main" ] | ||
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env: | ||
CARGO_TERM_COLOR: always | ||
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jobs: | ||
build: | ||
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runs-on: ubuntu-latest | ||
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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 |
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debug/ | ||
target/ | ||
Cargo.lock | ||
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**/*.rs.bk | ||
*.pdb | ||
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.env | ||
/.idea | ||
/.vscode | ||
.DS_Store |
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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" | ||
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[dependencies] | ||
serde = { version = "1.0.190", features = ["derive"] } | ||
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[dev-dependencies] | ||
serde_json = "1.0.108" |
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MIT License | ||
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Copyright (c) 2023 Chargetrip | ||
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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: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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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. |
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# supercluster-rust | ||
A very fast Rust crate for geospatial point clustering | ||
# Supercluster | ||
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A very fast Rust crate for geospatial point clustering. | ||
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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/). | ||
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## Reference implementation | ||
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[![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) | ||
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![Features](https://cloud.githubusercontent.com/assets/25395/11857351/43407b46-a40c-11e5-8662-e99ab1cd2cb7.gif) | ||
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## Features | ||
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- `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). | ||
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- `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. | ||
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- `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. | ||
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- `get_children(cluster_id)`: Returns the children of a cluster (on the next zoom level) given its id (`cluster_id` value from feature properties). | ||
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- `get_leaves(cluster_id, limit, offset)`: Returns all the points of a cluster (given its `cluster_id`), with pagination support. | ||
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- `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`. | ||
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## Options | ||
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| 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. | | ||
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## Safety | ||
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This crate uses `#![forbid(unsafe_code)]` to ensure everything is implemented in | ||
100% safe Rust. | ||
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## Usage | ||
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Run the following Cargo command in your project directory: | ||
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```bash | ||
cargo add supercluster | ||
``` | ||
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```rust | ||
extern crate supercluster; | ||
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use supercluster::{ Supercluster, Options }; | ||
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fn main() { | ||
let options = Options { | ||
max_zoom: 16, | ||
min_zoom: 0, | ||
min_points: 2, | ||
radius: 40.0, | ||
node_size: 64, | ||
extent: 512.0, | ||
}; | ||
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// Create a new instance with the specified configuration settings | ||
let mut cluster = Supercluster::new(options); | ||
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// Load the input GeoJSON points into the Supercluster instance | ||
let points = Vec::new(); // your points | ||
let index = cluster.load(points); | ||
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// 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"); | ||
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... | ||
} | ||
``` | ||
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## Contributing | ||
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Build: | ||
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```bash | ||
cargo build | ||
``` | ||
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Test: | ||
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```bash | ||
cargo test | ||
``` | ||
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Run [clippy](https://github.com/rust-lang/rust-clippy): | ||
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```bash | ||
cargo clippy --all-targets --all-features -- -D warnings | ||
``` | ||
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Generate documentation in HTML format: | ||
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```bash | ||
cargo doc --open | ||
``` | ||
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## License | ||
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This project is licensed under the [MIT license][license]. | ||
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## Sponsors | ||
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[![Chargetrip logo](https://chargetrip-files.s3.eu-central-1.amazonaws.com/logo-1.png)](https://www.chargetrip.com) |
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