use std::collections::HashSet; use rand::prelude::{SliceRandom, StdRng}; use crate::city::{Rectangle, HOUSE_RANGE, SIZE, House, HouseLayout}; pub enum RectangleSearchError { Useless, Unsatisfiable } pub fn get_valid_move_rectangle_multiple(layout: &HouseLayout, houses: &Vec) -> Result { // This is a generalization of get_valid_move_rectangle, it's basically the same thing, // just with a dynamic rectangles_containing_count // We first establish a bounding box for an that has to be covered if all houses are removed. let mut covered_rect: Option = None; for house in houses { let range_rect = house.range_rectangle(); for y in range_rect.top..=range_rect.bottom { for x in range_rect.left..=range_rect.right { // We count how many rectangles of houses contain this xy position. let mut rectangles_containing_count = 0; for house in houses { let rect = house.range_rectangle(); if rect.is_inside(x, y) { rectangles_containing_count += 1; } } // If this house is covered by the exact amount of rectangles, // then removing all input houses would uncover this position. // It cannot be less than the rectangle count, and more means there // is another house covering it as well. if layout.cover_count_xy(x, y) == rectangles_containing_count && layout.city.is_house_xy(x, y) { if let Some(cover) = &mut covered_rect { cover.left = cover.left.min(x); cover.right = cover.right.max(x); cover.top = cover.top.min(y); cover.bottom = cover.bottom.max(y); } else { covered_rect = Some(Rectangle { left: x, right: x, top: y, bottom: y }); } } } } }; if covered_rect.is_none() { // Unnecessary set of houses. return Err(RectangleSearchError::Useless); } let covered_rect = covered_rect.unwrap(); let height_margin = HOUSE_RANGE as i32 - covered_rect.height() as i32; let width_margin = HOUSE_RANGE as i32 - covered_rect.width() as i32; let top = (covered_rect.top as i32 - height_margin).max(0) as usize; let left = (covered_rect.left as i32 - width_margin).max(0) as usize; let bottom = (covered_rect.bottom + height_margin as usize).min(SIZE - 1); let right = (covered_rect.right + width_margin as usize).min(SIZE - 1); if top > bottom || left > right { // Unsatisfiable rectangle by one house return Err(RectangleSearchError::Unsatisfiable); } Ok(Rectangle { left, right, top, bottom }) } pub fn get_valid_move_rectangle(layout: &HouseLayout, house: House) -> Result { // We first establish a bounding box for an that has to be covered if the house is removed. let mut covered_rect: Option = None; let range_rect = house.range_rectangle(); for y in range_rect.top..=range_rect.bottom { for x in range_rect.left..=range_rect.right { if layout.cover_count_xy(x, y) == 1 && layout.city.is_house_xy(x, y) { // This house is only covered by the house, it has to be covered from the new position as well. if let Some(cover) = &mut covered_rect { cover.left = cover.left.min(x); cover.right = cover.right.max(x); cover.top = cover.top.min(y); cover.bottom = cover.bottom.max(y); } else { covered_rect = Some(Rectangle { left: x, right: x, top: y, bottom: y }); } } } } if covered_rect.is_none() { return Err(RectangleSearchError::Useless) } let covered_rect = covered_rect.unwrap(); // The distance of the rectangle from the original box tells us how much the house can move. let dist_left = covered_rect.left - range_rect.left; let dist_right = range_rect.right - covered_rect.right; let dist_top = covered_rect.top - range_rect.top; let dist_bottom = range_rect.bottom - covered_rect.bottom; let left = if house.x <= dist_right { 0 } else { house.x - dist_right }; let right = if house.x >= SIZE - 1 - dist_left { SIZE - 1 } else { house.x + dist_left }; let top = if house.y <= dist_bottom { 0 } else { house.y - dist_bottom }; let bottom = if house.y >= SIZE - 1 - dist_top { SIZE - 1 } else { house.y + dist_top }; let valid_move_rectangle = Rectangle { left, right, top, bottom }; Ok(valid_move_rectangle) } pub fn improve_move_individual_houses(layout: &mut HouseLayout, mut rng: &mut StdRng) -> bool { let mut improved = false; let mut untried_houses = layout.houses().clone(); untried_houses.shuffle(&mut rng); while untried_houses.len() > 0 { let house = untried_houses.pop().unwrap(); let house_index = layout.houses().iter().position(|x| *x == house).unwrap(); let move_rectangle = match get_valid_move_rectangle(&layout, house) { Ok(move_rectangle) => move_rectangle, Err(RectangleSearchError::Useless) => { //let old_price = layout.price(); layout.remove_house(house_index); //let new_price = layout.price(); //let price_diff = new_price as i64 - old_price as i64; //eprintln!(" candidate is valid, price diff: {}.", price_diff); //eprintln!("Removed a house (useless), diff {}", price_diff); //eprintln!("Improved price: {}", new_price); improved = true; untried_houses = layout.houses().clone(); untried_houses.shuffle(&mut rng); continue; } _ => unreachable!() }; // TODO: Not needed, can just store best let mut new_candidates = Vec::new(); for new_y in move_rectangle.top..=move_rectangle.bottom { for new_x in move_rectangle.left..=move_rectangle.right { if layout.city.is_house_xy(new_x, new_y) && layout.city.get_price_xy(new_x, new_y) < layout.city.get_price(&house) { new_candidates.push(House::new(new_x, new_y)); } } } new_candidates.sort_by(|a, b| layout.city.get_price(&a).cmp(&layout.city.get_price(&b))); if new_candidates.len() == 0 { //eprintln!("Did not find candidate"); } else { for (i, &candidate) in new_candidates.iter().enumerate() { //eprint!("Found candidate {}...", i); //let old_price = layout.price(); layout.remove_house(house_index); layout.add_house(candidate); assert!(layout.is_valid()); //let new_price = layout.price(); //let price_diff = new_price as i64 - old_price as i64; //eprintln!(" candidate is valid, price diff: {}.", price_diff); //eprintln!("Improved price: {}", new_price); improved = true; untried_houses = layout.houses().clone(); untried_houses.shuffle(&mut rng); break; } } } improved } pub fn improve_merge_pairwise(layout: &mut HouseLayout) -> bool { let mut improved = false; loop { // This here is a hack for being unable to modify the houses while looping through them. // We instead go through the houses repeatedly and remember which pairs we have already // tried by hashing their values because they can and do move throughout the layout Vec // as it's being modified. let mut checked = HashSet::new(); let mut loop_improved = false; loop { let mut merge = None; 'outer_houses: for i in 0..layout.houses().len() { for j in i + 1..layout.houses().len() { let house1 = layout.houses()[i]; let house2 = layout.houses()[j]; let x_dist = (house1.x as i32 - house2.x as i32).abs() as usize; let y_dist = (house1.y as i32 - house2.y as i32).abs() as usize; if x_dist > 4 * HOUSE_RANGE || y_dist > 4 * HOUSE_RANGE { // Never close enough to merge continue; } if checked.contains(&(house1, house2)) || checked.contains(&(house2, house1)) { continue; } else { checked.insert((house1, house2)); } match get_valid_move_rectangle_multiple(&layout, &vec! {house1, house2}) { Ok(rect) => { let mut cheapest = None; for y in rect.top..=rect.bottom { for x in rect.left..=rect.right { if !layout.city.is_house_xy(x, y) { continue; } let price = layout.city.get_price_xy(x, y); match cheapest { None => cheapest = Some((x, y, price)), Some((_, _, cheapest_price)) if price < cheapest_price => cheapest = Some((x, y, price)), _ => {} }; } } if let Some((x, y, price)) = cheapest { if price >= layout.city.get_price(&house1) + layout.city.get_price(&house2) { // Merging not worth //eprintln!("Merging not worth!"); } else { merge = Some((i, j, House::new(x, y))); break 'outer_houses; } } } Err(RectangleSearchError::Useless) => eprintln!("Found useless pair of houses, not solving!"), Err(RectangleSearchError::Unsatisfiable) => {} } } } if let Some((i, j, house)) = merge { let old_price = layout.price(); assert!(i < j); layout.remove_house(j); layout.remove_house(i); layout.add_house(house); assert!(layout.is_valid()); let new_price = layout.price(); let price_diff = new_price as i32 - old_price as i32; eprintln!("Merged two houses, new price {}, diff {}", new_price, price_diff); improved = true; loop_improved = true; } else { break; } } if !loop_improved { break; } } improved }