extern crate csv; extern crate serde; #[macro_use] extern crate serde_derive; extern crate fnv; extern crate humantime; // extern crate rayon; // use rayon::prelude::*; use fnv::{FnvHashMap, FnvHashSet}; use humantime::format_duration; use rstar::{PointDistance, RTree, RTreeObject, AABB}; use std::collections::VecDeque; use std::hash::{Hash, Hasher}; use std::io::Write; use std::time::Instant; #[derive(Debug, Deserialize)] struct Record { id: i64, star_type: String, name: String, mult: f32, x: f32, y: f32, z: f32, } #[derive(Debug)] struct System { id: i64, star_type: String, name: String, mult: f32, } #[derive(Debug)] struct Point { id: i64, x: f32, y: f32, z: f32, } impl Point { pub fn dist2(&self, p: &[f32; 3]) -> f32 { let dx = self.x - p[0]; let dy = self.y - p[1]; let dz = self.z - p[2]; return dx * dx + dy * dy + dz * dz; } pub fn distp(&self, p: &Point) -> f32 { return self.distp2(p).sqrt(); } pub fn distp2(&self, p: &Point) -> f32 { return self.dist2(&[p.x, p.y, p.z]); } } impl PartialEq for Point { fn eq(&self, other: &Self) -> bool { self.id == other.id } } impl Eq for Point {} impl Hash for Point { fn hash(&self, state: &mut H) { self.id.hash(state); } } impl RTreeObject for Point { type Envelope = AABB<[f32; 3]>; fn envelope(&self) -> Self::Envelope { return AABB::from_point([self.x, self.y, self.z]); } } impl PointDistance for Point { fn distance_2(&self, point: &[f32; 3]) -> f32 { return self.dist2(&point); } } struct Router { tree: RTree, systems: FnvHashMap, range: f32, scoopable: FnvHashSet, } impl Router { pub fn new(path: &str, range: f32) -> Self { let mut scoopable = FnvHashSet::default(); let mut systems: FnvHashMap = FnvHashMap::default(); let mut reader = csv::ReaderBuilder::new() .has_headers(false) .from_path(path) .unwrap(); println!("Loading {}...", path); let points = reader .deserialize() .map(|res: Result| { let sys = res.unwrap(); systems.insert( sys.id, System { id: sys.id, star_type: sys.star_type.clone(), name: sys.name, mult: sys.mult, }, ); if sys.mult > 1.0f32 { scoopable.insert(sys.id); } else { for c in "KGBFOAM".chars() { if sys.star_type.starts_with(c) { scoopable.insert(sys.id); break; } } } return Point { x: sys.x, y: sys.y, z: sys.z, id: sys.id, }; }) .collect(); return Self { tree: RTree::::bulk_load(points), systems, range, scoopable, }; } fn preload_points(&self) -> FnvHashMap { let mut ret = FnvHashMap::default(); for point in &self.tree { ret.insert(point.id, point); } return ret; } fn closest(&self, point: &[f32; 3]) -> &Point { return self.tree.nearest_neighbor(point).unwrap(); } fn points_in_sphere(&self, center: &[f32; 3], radius: f32) -> impl Iterator { let center: [f32; 3] = *center; return self .tree .locate_in_envelope(&AABB::from_corners( [ center[0] - radius * 1f32, center[1] - radius * 1f32, center[2] - radius * 1f32, ], [ center[0] + radius * 1f32, center[1] + radius * 1f32, center[2] + radius * 1f32, ], )) .filter(move |p| (p.dist2(¢er) < (radius * radius))); } fn mult(&self, id: i64) -> f32 { if let Some(sys) = self.systems.get(&id) { return sys.mult; }; return 1.0; } fn neighbours(&self, sys: &Point) -> impl Iterator { return self.points_in_sphere(&[sys.x, sys.y, sys.z], self.mult(sys.id) * self.range); } fn valid(&self, sys: &Point) -> bool { return self.scoopable.contains(&sys.id); } pub fn route(&mut self, src: &[f32; 3], dst: &[f32; 3]) -> Option> { let start_sys = self.closest(src); let goal_sys = self.closest(dst); let total = self.tree.size() as f32; let mut prev = FnvHashMap::default(); let mut seen = FnvHashSet::default(); let t_start = Instant::now(); let mut depth = 0; let mut found = false; let mut queue: VecDeque<(usize, &Point)> = VecDeque::new(); let mut queue_next: VecDeque<(usize, &Point)> = VecDeque::new(); queue.push_front((0, &start_sys)); seen.insert(start_sys.id); while !queue.is_empty() { while let Some((d, sys)) = queue.pop_front() { if d != depth { depth = d; print!( "\r[{}] Depth: {}, Queue: {}, Seen: {} ({:.2}%) ", format_duration(t_start.elapsed()), d, queue.len(), prev.len(), ((prev.len() as f32) / total) * 100.0 ); std::io::stdout().flush().unwrap(); } if sys.id == goal_sys.id { found = true; break; } let nbs = self .neighbours(&sys) .filter(|&nb| (self.valid(nb) || (nb.id == goal_sys.id))); for nb in nbs { if seen.insert(nb.id) { prev.insert(nb.id, sys.id); queue_next.push_back((d + 1, nb)); } } } std::mem::swap(&mut queue, &mut queue_next); } println!(); if !found { return None; } let points = self.preload_points(); let mut v: Vec<(&System, &Point)> = Vec::new(); let mut prev_sys_id = goal_sys.id; loop { if let Some(sys) = self.systems.get(&prev_sys_id) { v.push((sys, points[&sys.id])); } else { break; }; match prev.get(&prev_sys_id) { Some(sys_id) => prev_sys_id = *sys_id, None => { break; } } } v.reverse(); return Some(v); } } fn main() { let path = r#"D:\devel\files\python\EDSM\stars.csv"#; let t_load = Instant::now(); let mut router: Router = Router::new(path, 48.0); println!("Done in {}!", format_duration(t_load.elapsed())); let t_route = Instant::now(); let route = router.route( &[-65.21875, 7.75, -111.03125], // Ix &[-1111.5625, -134.21875, 65269.75], // Beagle Point // &[-7095.375, 401.25, 2396.8125], // V1357 Cygni, ); // Ix -> BP 537 let route = match route { Some(r) => r, None => Vec::new(), }; println!( "Done in {} ({} Jumps)!\n", format_duration(t_route.elapsed()), route.len() ); let mut total: f32 = 0.0; for ((sys1, p1), (_, p2)) in route.iter().zip(route.iter().skip(1)) { let dist = p1.distp(p2); total += dist; println!("{} [{}]: {:.2} Ly", sys1.name, sys1.star_type, dist); } let sys = route.iter().last().unwrap().0; println!("{} [{}]: {:.2} Ly\n", sys.name, sys.star_type, 0.0); println!("Total: {:.2} Ly", total); }