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rstar-crat
| Author | SHA1 | Date | |
|---|---|---|---|
|
31d7262554 |
6 changed files with 370 additions and 52 deletions
225
Cargo.lock
generated
225
Cargo.lock
generated
|
|
@ -103,6 +103,15 @@ dependencies = [
|
|||
"memchr",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "alloca"
|
||||
version = "0.4.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "e5a7d05ea6aea7e9e64d25b9156ba2fee3fdd659e34e41063cd2fc7cd020d7f4"
|
||||
dependencies = [
|
||||
"cc",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "allocator-api2"
|
||||
version = "0.2.21"
|
||||
|
|
@ -173,6 +182,18 @@ dependencies = [
|
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"libc",
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||||
]
|
||||
|
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[[package]]
|
||||
name = "anes"
|
||||
version = "0.1.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
|
||||
|
||||
[[package]]
|
||||
name = "anstyle"
|
||||
version = "1.0.13"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "5192cca8006f1fd4f7237516f40fa183bb07f8fbdfedaa0036de5ea9b0b45e78"
|
||||
|
||||
[[package]]
|
||||
name = "anymap3"
|
||||
version = "1.0.1"
|
||||
|
|
@ -334,12 +355,15 @@ name = "autobats"
|
|||
version = "0.1.0"
|
||||
dependencies = [
|
||||
"bevy",
|
||||
"criterion",
|
||||
"dirs",
|
||||
"include_dir",
|
||||
"ordered-float",
|
||||
"rand",
|
||||
"rand_hc",
|
||||
"rstar",
|
||||
"rusqlite",
|
||||
"rusqlite_migration",
|
||||
"spart",
|
||||
"steel-core",
|
||||
]
|
||||
|
||||
|
|
@ -1365,7 +1389,7 @@ dependencies = [
|
|||
"crossbeam-queue",
|
||||
"derive_more",
|
||||
"futures-lite",
|
||||
"heapless",
|
||||
"heapless 0.9.2",
|
||||
"pin-project",
|
||||
]
|
||||
|
||||
|
|
@ -1767,6 +1791,12 @@ dependencies = [
|
|||
"wayland-client",
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]
|
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|
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[[package]]
|
||||
name = "cast"
|
||||
version = "0.3.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
|
||||
|
||||
[[package]]
|
||||
name = "castaway"
|
||||
version = "0.2.4"
|
||||
|
|
@ -1826,6 +1856,33 @@ dependencies = [
|
|||
"windows-link 0.2.1",
|
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]
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|
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[[package]]
|
||||
name = "ciborium"
|
||||
version = "0.2.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
|
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dependencies = [
|
||||
"ciborium-io",
|
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"ciborium-ll",
|
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"serde",
|
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]
|
||||
|
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[[package]]
|
||||
name = "ciborium-io"
|
||||
version = "0.2.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
|
||||
|
||||
[[package]]
|
||||
name = "ciborium-ll"
|
||||
version = "0.2.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
|
||||
dependencies = [
|
||||
"ciborium-io",
|
||||
"half",
|
||||
]
|
||||
|
||||
[[package]]
|
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name = "clang-sys"
|
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version = "1.8.1"
|
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|
|
@ -1837,6 +1894,31 @@ dependencies = [
|
|||
"libloading",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "clap"
|
||||
version = "4.5.54"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "c6e6ff9dcd79cff5cd969a17a545d79e84ab086e444102a591e288a8aa3ce394"
|
||||
dependencies = [
|
||||
"clap_builder",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "clap_builder"
|
||||
version = "4.5.54"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "fa42cf4d2b7a41bc8f663a7cab4031ebafa1bf3875705bfaf8466dc60ab52c00"
|
||||
dependencies = [
|
||||
"anstyle",
|
||||
"clap_lex",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "clap_lex"
|
||||
version = "0.7.7"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "c3e64b0cc0439b12df2fa678eae89a1c56a529fd067a9115f7827f1fffd22b32"
|
||||
|
||||
[[package]]
|
||||
name = "codegen"
|
||||
version = "0.2.0"
|
||||
|
|
@ -2112,6 +2194,40 @@ dependencies = [
|
|||
"cfg-if",
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||||
]
|
||||
|
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[[package]]
|
||||
name = "criterion"
|
||||
version = "0.8.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "4d883447757bb0ee46f233e9dc22eb84d93a9508c9b868687b274fc431d886bf"
|
||||
dependencies = [
|
||||
"alloca",
|
||||
"anes",
|
||||
"cast",
|
||||
"ciborium",
|
||||
"clap",
|
||||
"criterion-plot",
|
||||
"itertools 0.13.0",
|
||||
"num-traits",
|
||||
"oorandom",
|
||||
"page_size",
|
||||
"rayon",
|
||||
"regex",
|
||||
"serde",
|
||||
"serde_json",
|
||||
"tinytemplate",
|
||||
"walkdir",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "criterion-plot"
|
||||
version = "0.8.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "ed943f81ea2faa8dcecbbfa50164acf95d555afec96a27871663b300e387b2e4"
|
||||
dependencies = [
|
||||
"cast",
|
||||
"itertools 0.13.0",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "critical-section"
|
||||
version = "1.2.0"
|
||||
|
|
@ -2127,6 +2243,25 @@ dependencies = [
|
|||
"crossbeam-utils",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "crossbeam-deque"
|
||||
version = "0.8.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
|
||||
dependencies = [
|
||||
"crossbeam-epoch",
|
||||
"crossbeam-utils",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "crossbeam-epoch"
|
||||
version = "0.9.18"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
|
||||
dependencies = [
|
||||
"crossbeam-utils",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "crossbeam-queue"
|
||||
version = "0.3.12"
|
||||
|
|
@ -2917,6 +3052,16 @@ dependencies = [
|
|||
"hashbrown 0.15.5",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "heapless"
|
||||
version = "0.8.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "0bfb9eb618601c89945a70e254898da93b13be0388091d42117462b265bb3fad"
|
||||
dependencies = [
|
||||
"hash32",
|
||||
"stable_deref_trait",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "heapless"
|
||||
version = "0.9.2"
|
||||
|
|
@ -4010,6 +4155,12 @@ version = "1.21.3"
|
|||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
|
||||
|
||||
[[package]]
|
||||
name = "oorandom"
|
||||
version = "11.1.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
|
||||
|
||||
[[package]]
|
||||
name = "option-ext"
|
||||
version = "0.2.0"
|
||||
|
|
@ -4044,6 +4195,16 @@ dependencies = [
|
|||
"ttf-parser",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "page_size"
|
||||
version = "0.6.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "30d5b2194ed13191c1999ae0704b7839fb18384fa22e49b57eeaa97d79ce40da"
|
||||
dependencies = [
|
||||
"libc",
|
||||
"winapi",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "parking"
|
||||
version = "2.2.1"
|
||||
|
|
@ -4343,6 +4504,15 @@ dependencies = [
|
|||
"rand",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rand_hc"
|
||||
version = "0.4.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "54fc7b35e3026136eaf1decdc66ecde3efadfd663cc0d71115ad40da7ebcff63"
|
||||
dependencies = [
|
||||
"rand_core 0.9.5",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rand_xoshiro"
|
||||
version = "0.6.0"
|
||||
|
|
@ -4370,6 +4540,26 @@ version = "0.6.2"
|
|||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "20675572f6f24e9e76ef639bc5552774ed45f1c30e2951e1e99c59888861c539"
|
||||
|
||||
[[package]]
|
||||
name = "rayon"
|
||||
version = "1.11.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
|
||||
dependencies = [
|
||||
"either",
|
||||
"rayon-core",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rayon-core"
|
||||
version = "1.13.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
|
||||
dependencies = [
|
||||
"crossbeam-deque",
|
||||
"crossbeam-utils",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "read-fonts"
|
||||
version = "0.35.0"
|
||||
|
|
@ -4500,6 +4690,17 @@ version = "0.20.0"
|
|||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "6c20b6793b5c2fa6553b250154b78d6d0db37e72700ae35fad9387a46f487c97"
|
||||
|
||||
[[package]]
|
||||
name = "rstar"
|
||||
version = "0.12.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "421400d13ccfd26dfa5858199c30a5d76f9c54e0dba7575273025b43c5175dbb"
|
||||
dependencies = [
|
||||
"heapless 0.8.0",
|
||||
"num-traits",
|
||||
"smallvec",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rusqlite"
|
||||
version = "0.37.0"
|
||||
|
|
@ -4795,16 +4996,6 @@ dependencies = [
|
|||
"serde",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "spart"
|
||||
version = "0.5.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "7a05d85e94c16e35b2f963dee2eaa6f6b2494ee5dad740b045b139c5614872d6"
|
||||
dependencies = [
|
||||
"ordered-float",
|
||||
"tracing",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "spin"
|
||||
version = "0.10.0"
|
||||
|
|
@ -5120,6 +5311,16 @@ dependencies = [
|
|||
"zerovec",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tinytemplate"
|
||||
version = "1.2.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
|
||||
dependencies = [
|
||||
"serde",
|
||||
"serde_json",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tinyvec"
|
||||
version = "1.10.0"
|
||||
|
|
|
|||
11
Cargo.toml
11
Cargo.toml
|
|
@ -5,12 +5,13 @@ edition = "2024"
|
|||
|
||||
[dependencies]
|
||||
bevy = { version = "0.18", default-features = false, features = ["2d"] }
|
||||
criterion = { version = "0.8.1", default-features = false, features = ["cargo_bench_support", "rayon"] }
|
||||
dirs = "6.0.0"
|
||||
include_dir = "0.7.4"
|
||||
ordered-float = "5.1.0"
|
||||
rstar = "0.12.2"
|
||||
rusqlite = { version = "0.37", default-features = false, features = ["bundled", "blob", "functions", "jiff"] }
|
||||
rusqlite_migration = { version = "2.3.0", features = ["from-directory"] }
|
||||
spart = "0.5.0"
|
||||
steel-core = { git="https://github.com/mattwparas/steel.git", branch = "master" }
|
||||
|
||||
# Enable a small amount of optimization in the dev profile.
|
||||
|
|
@ -20,3 +21,11 @@ opt-level = 1
|
|||
# Enable a large amount of optimization in the dev profile for dependencies.
|
||||
[profile.dev.package."*"]
|
||||
opt-level = 3
|
||||
|
||||
[dev-dependencies]
|
||||
rand = "0.9.2"
|
||||
rand_hc = "0.4.0"
|
||||
|
||||
[[bench]]
|
||||
name = "benchmarks"
|
||||
harness = false
|
||||
|
|
|
|||
102
benches/benchmarks.rs
Normal file
102
benches/benchmarks.rs
Normal file
|
|
@ -0,0 +1,102 @@
|
|||
use rand::{Rng, SeedableRng};
|
||||
use rand_hc::Hc128Rng;
|
||||
|
||||
use autobats::geom::Point;
|
||||
use criterion::{criterion_group, criterion_main, Criterion};
|
||||
use rstar::{RStarInsertionStrategy, RTree, RTreeParams};
|
||||
|
||||
const SEED_1: &[u8; 32] = b"Gv0aHMtHkBGsUXNspGU9fLRuCWkZWHZx";
|
||||
const SEED_2: &[u8; 32] = b"km7DO4GeaFZfTcDXVpnO7ZJlgUY7hZiS";
|
||||
|
||||
struct Params;
|
||||
|
||||
impl RTreeParams for Params {
|
||||
const MIN_SIZE: usize = 2;
|
||||
const MAX_SIZE: usize = 30;
|
||||
const REINSERTION_COUNT: usize = 1;
|
||||
type DefaultInsertionStrategy = RStarInsertionStrategy;
|
||||
}
|
||||
|
||||
const DEFAULT_BENCHMARK_TREE_SIZE: usize = 50_000;
|
||||
|
||||
fn bulk_load_baseline(c: &mut Criterion) {
|
||||
c.bench_function("bulk load baseline", move |b| {
|
||||
let points: Vec<_> = create_random_points(DEFAULT_BENCHMARK_TREE_SIZE, SEED_1);
|
||||
|
||||
b.iter(|| {
|
||||
RTree::<_, Params>::bulk_load_with_params(points.clone());
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
fn bulk_load_comparison(c: &mut Criterion) {
|
||||
c.bench_function("insert sequential", |b| {
|
||||
let points: Vec<_> = create_random_points(DEFAULT_BENCHMARK_TREE_SIZE, SEED_1);
|
||||
b.iter(move || {
|
||||
let mut rtree = rstar::RTree::new();
|
||||
for point in &points {
|
||||
rtree.insert(*point);
|
||||
}
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
fn tree_creation_quality(c: &mut Criterion) {
|
||||
const SIZE: usize = 100_000;
|
||||
let points: Vec<_> = create_random_points(SIZE, SEED_1);
|
||||
let tree_bulk_loaded = RTree::<_, Params>::bulk_load_with_params(points.clone());
|
||||
let mut tree_sequential = RTree::new();
|
||||
for point in &points {
|
||||
tree_sequential.insert(*point);
|
||||
}
|
||||
|
||||
let query_points = create_random_points(100_000, SEED_2);
|
||||
let query_points_cloned_1 = query_points.clone();
|
||||
c.bench_function("bulk load quality", move |b| {
|
||||
b.iter(|| {
|
||||
for query_point in &query_points {
|
||||
tree_bulk_loaded.nearest_neighbor(query_point).unwrap();
|
||||
}
|
||||
})
|
||||
})
|
||||
.bench_function("sequential load quality", move |b| {
|
||||
b.iter(|| {
|
||||
for query_point in &query_points_cloned_1 {
|
||||
tree_sequential.nearest_neighbor(query_point).unwrap();
|
||||
}
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
fn range_query(c: &mut Criterion) {
|
||||
const SIZE: usize = 50_000;
|
||||
let points: Vec<_> = create_random_points(SIZE, SEED_1);
|
||||
let tree = RTree::<_, Params>::bulk_load_with_params(points.clone());
|
||||
|
||||
c.bench_function("range query", move |b| {
|
||||
let d = 30.0f32.powi(2);
|
||||
let mut i = 0;
|
||||
b.iter(|| {
|
||||
let q = &points[i];
|
||||
i = (i + 1) % SIZE;
|
||||
tree.locate_within_distance(*q, d)
|
||||
})
|
||||
});
|
||||
}
|
||||
|
||||
criterion_group!(
|
||||
benches,
|
||||
//bulk_load_baseline,
|
||||
// bulk_load_comparison,
|
||||
// tree_creation_quality,
|
||||
range_query
|
||||
);
|
||||
criterion_main!(benches);
|
||||
|
||||
fn create_random_points(num_points: usize, seed: &[u8; 32]) -> Vec<Point> {
|
||||
let mut rng = Hc128Rng::from_seed(*seed);
|
||||
let r = (-10_000.0)..=10_000.0;
|
||||
(0..num_points)
|
||||
.map(|_| Point::new(rng.random_range(r.clone()), rng.random_range(r.clone())))
|
||||
.collect()
|
||||
}
|
||||
77
src/geom.rs
77
src/geom.rs
|
|
@ -2,14 +2,54 @@ use std::cmp::Ordering;
|
|||
|
||||
use bevy::prelude::*;
|
||||
use ordered_float::OrderedFloat;
|
||||
use spart::{geometry::BoundingVolume, rstar_tree::RStarTreeObject};
|
||||
use rstar::Point as PointTrait;
|
||||
|
||||
#[derive(Debug, Clone)]
|
||||
#[derive(Debug, Clone, Copy)]
|
||||
pub struct Point {
|
||||
pub point: Vec2,
|
||||
pub entity: Entity,
|
||||
}
|
||||
|
||||
impl Point {
|
||||
pub fn new(x: f32, y: f32) -> Self {
|
||||
Self {
|
||||
point: Vec2::new(x, y),
|
||||
entity: Entity::PLACEHOLDER,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl From<[f32; 2]> for Point {
|
||||
fn from(value: [f32; 2]) -> Self {
|
||||
Self {
|
||||
point: value.into(),
|
||||
entity: Entity::PLACEHOLDER,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl PointTrait for Point {
|
||||
type Scalar = f32;
|
||||
|
||||
const DIMENSIONS: usize = 2;
|
||||
|
||||
fn generate(mut generator: impl FnMut(usize) -> Self::Scalar) -> Self {
|
||||
let point = Vec2::new(generator(0), generator(1));
|
||||
Point {
|
||||
point,
|
||||
entity: Entity::PLACEHOLDER,
|
||||
}
|
||||
}
|
||||
|
||||
fn nth(&self, index: usize) -> Self::Scalar {
|
||||
self.point[index]
|
||||
}
|
||||
|
||||
fn nth_mut(&mut self, index: usize) -> &mut Self::Scalar {
|
||||
&mut self.point[index]
|
||||
}
|
||||
}
|
||||
|
||||
impl PartialEq for Point {
|
||||
fn eq(&self, other: &Self) -> bool {
|
||||
OrderedFloat(self.point.x) == OrderedFloat(other.point.x)
|
||||
|
|
@ -28,36 +68,3 @@ impl PartialOrd for Point {
|
|||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl RStarTreeObject for Point {
|
||||
type B = PointBox;
|
||||
|
||||
fn mbr(&self) -> Self::B {
|
||||
todo!()
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Debug, Clone)]
|
||||
pub struct PointBox;
|
||||
|
||||
impl BoundingVolume for PointBox {
|
||||
fn area(&self) -> f64 {
|
||||
todo!()
|
||||
}
|
||||
|
||||
fn union(&self, other: &Self) -> Self {
|
||||
todo!()
|
||||
}
|
||||
|
||||
fn intersects(&self, other: &Self) -> bool {
|
||||
todo!()
|
||||
}
|
||||
|
||||
fn overlap(&self, other: &Self) -> f64 {
|
||||
todo!()
|
||||
}
|
||||
|
||||
fn margin(&self) -> f64 {
|
||||
todo!()
|
||||
}
|
||||
}
|
||||
|
|
|
|||
2
src/lib.rs
Normal file
2
src/lib.rs
Normal file
|
|
@ -0,0 +1,2 @@
|
|||
pub mod db;
|
||||
pub mod geom;
|
||||
|
|
@ -1,8 +1,5 @@
|
|||
use autobats::db::init_db;
|
||||
use bevy::prelude::*;
|
||||
use db::init_db;
|
||||
|
||||
mod db;
|
||||
mod geom;
|
||||
|
||||
fn main() {
|
||||
App::new()
|
||||
|
|
|
|||
Loading…
Reference in a new issue