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| 1 | +//! Challenge 07: Tree Pruning for Budget |
| 2 | +use anyhow::Result; |
| 3 | +use colored::Colorize; |
| 4 | + |
| 5 | +use crate::utils::split_whitespace_and_parse; |
| 6 | + |
| 7 | +#[derive(Clone)] |
| 8 | +struct Node { |
| 9 | + value: u32, |
| 10 | + cost: u32, |
| 11 | + children: Vec<usize>, |
| 12 | +} |
| 13 | + |
| 14 | +impl Node { |
| 15 | + fn new(value: u32, cost: u32, children: Vec<usize>) -> Self { |
| 16 | + Self { |
| 17 | + value, |
| 18 | + cost, |
| 19 | + children, |
| 20 | + } |
| 21 | + } |
| 22 | +} |
| 23 | + |
| 24 | +pub fn run(input: &str, output: Option<&str>) -> Result<String> { |
| 25 | + let mut lines = input.lines(); |
| 26 | + let first_line = split_whitespace_and_parse::<u32>(lines.next().unwrap())?; |
| 27 | + |
| 28 | + let n = first_line[0]; |
| 29 | + let budget = first_line[1]; |
| 30 | + |
| 31 | + let mut tree = vec![Node::new(0, 0, vec![]); n as usize]; |
| 32 | + |
| 33 | + for _ in 0..n { |
| 34 | + let parts = split_whitespace_and_parse::<u32>(lines.next().unwrap())?; |
| 35 | + let id = parts[0] as usize - 1; |
| 36 | + let value = parts[1]; |
| 37 | + let cost = parts[2]; |
| 38 | + |
| 39 | + tree[id] = Node::new(value, cost, vec![]); |
| 40 | + } |
| 41 | + |
| 42 | + for _ in 0..(n - 1) { |
| 43 | + let parts = split_whitespace_and_parse::<usize>(lines.next().unwrap())?; |
| 44 | + let parent_id = parts[0] - 1; |
| 45 | + let child_id = parts[1] - 1; |
| 46 | + |
| 47 | + tree[parent_id].children.push(child_id); |
| 48 | + } |
| 49 | + |
| 50 | + let result = max_value_within_budget(&tree, 0, budget); |
| 51 | + |
| 52 | + if let Some(output) = output { |
| 53 | + let expected = output.trim().parse::<u32>()?; |
| 54 | + |
| 55 | + anyhow::ensure!( |
| 56 | + result == expected, |
| 57 | + "Output does not match expected: got '{result}' expected '{expected}'", |
| 58 | + ); |
| 59 | + |
| 60 | + return Ok(format!("Result matches the specified output: {}", result)); |
| 61 | + } |
| 62 | + |
| 63 | + Ok(format!( |
| 64 | + "Calculated the maximum value: {result}, but {} output!", |
| 65 | + "missing".red().bold() |
| 66 | + )) |
| 67 | +} |
| 68 | + |
| 69 | +fn max_value_within_budget(tree: &[Node], root_id: usize, budget: u32) -> u32 { |
| 70 | + let mut memo = vec![vec![None; budget as usize + 1]; tree.len()]; |
| 71 | + dfs(tree, root_id, budget, &mut memo) |
| 72 | +} |
| 73 | + |
| 74 | +fn dfs(tree: &[Node], node_id: usize, remaining_budget: u32, memo: &mut [Vec<Option<u32>>]) -> u32 { |
| 75 | + let node = &tree[node_id]; |
| 76 | + |
| 77 | + // If we've already computed this state, return memoized result |
| 78 | + if let Some(result) = memo[node_id][remaining_budget as usize] { |
| 79 | + return result; |
| 80 | + } |
| 81 | + |
| 82 | + // If the node cost exceeds remaining budget, we can't keep this node or its subtree |
| 83 | + if node.cost > remaining_budget { |
| 84 | + memo[node_id][remaining_budget as usize] = Some(0); |
| 85 | + return 0; |
| 86 | + } |
| 87 | + |
| 88 | + let budget_after_node = remaining_budget - node.cost; |
| 89 | + let mut value_with_node = node.value; |
| 90 | + |
| 91 | + // For each child, compute the maximum value we can get |
| 92 | + for &child_id in &node.children { |
| 93 | + let child_value = dfs(tree, child_id, budget_after_node, memo); |
| 94 | + value_with_node += child_value; |
| 95 | + } |
| 96 | + |
| 97 | + memo[node_id][remaining_budget as usize] = Some(value_with_node); |
| 98 | + value_with_node |
| 99 | +} |
| 100 | + |
| 101 | +#[cfg(test)] |
| 102 | +mod tests { |
| 103 | + use super::*; |
| 104 | + |
| 105 | + fn sample_tree() -> (Vec<Node>, u32) { |
| 106 | + let tree = vec![ |
| 107 | + Node::new(5, 3, vec![1, 2]), // Node 1 (0-indexed) |
| 108 | + Node::new(2, 1, vec![]), // Node 2 (0-indexed) |
| 109 | + Node::new(8, 4, vec![]), // Node 3 (0-indexed) |
| 110 | + ]; |
| 111 | + (tree, 5) |
| 112 | + } |
| 113 | + |
| 114 | + #[test] |
| 115 | + fn test_sample() { |
| 116 | + let (tree, budget) = sample_tree(); |
| 117 | + assert_eq!(max_value_within_budget(&tree, 0, budget), 7); |
| 118 | + } |
| 119 | + |
| 120 | + #[test] |
| 121 | + fn test_root_too_expensive() { |
| 122 | + let tree = vec![Node::new(5, 10, vec![1]), Node::new(2, 1, vec![])]; |
| 123 | + assert_eq!(max_value_within_budget(&tree, 0, 5), 0); |
| 124 | + } |
| 125 | + |
| 126 | + #[test] |
| 127 | + fn test_all_within_budget() { |
| 128 | + let tree = vec![Node::new(1, 1, vec![1]), Node::new(2, 1, vec![])]; |
| 129 | + assert_eq!(max_value_within_budget(&tree, 0, 2), 3); |
| 130 | + } |
| 131 | + |
| 132 | + #[test] |
| 133 | + fn test_large_budget() { |
| 134 | + let tree = vec![ |
| 135 | + Node::new(10, 2, vec![1, 2]), |
| 136 | + Node::new(20, 3, vec![]), |
| 137 | + Node::new(30, 4, vec![]), |
| 138 | + ]; |
| 139 | + assert_eq!(max_value_within_budget(&tree, 0, 9), 60); |
| 140 | + } |
| 141 | +} |
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