use super::{char_bag::CharBag, EntryKind, Snapshot}; use crate::util; use gpui::scoped_pool; use std::{ cmp::{max, min, Ordering}, path::Path, sync::atomic::{self, AtomicBool}, sync::Arc, }; const BASE_DISTANCE_PENALTY: f64 = 0.6; const ADDITIONAL_DISTANCE_PENALTY: f64 = 0.05; const MIN_DISTANCE_PENALTY: f64 = 0.2; #[derive(Clone, Debug)] pub struct MatchCandidate<'a> { pub path: &'a Arc, pub char_bag: CharBag, } #[derive(Clone, Debug)] pub struct PathMatch { pub score: f64, pub positions: Vec, pub tree_id: usize, pub path: Arc, pub include_root_name: bool, } impl PartialEq for PathMatch { fn eq(&self, other: &Self) -> bool { self.score.eq(&other.score) } } impl Eq for PathMatch {} impl PartialOrd for PathMatch { fn partial_cmp(&self, other: &Self) -> Option { Some(self.cmp(other)) } } impl Ord for PathMatch { fn cmp(&self, other: &Self) -> Ordering { self.score .partial_cmp(&other.score) .unwrap_or(Ordering::Equal) .then_with(|| self.tree_id.cmp(&other.tree_id)) .then_with(|| Arc::as_ptr(&self.path).cmp(&Arc::as_ptr(&other.path))) } } pub fn match_paths<'a, T>( snapshots: T, query: &str, include_root_name: bool, include_ignored: bool, smart_case: bool, max_results: usize, cancel_flag: Arc, pool: scoped_pool::Pool, ) -> Vec where T: Clone + Send + Iterator + 'a, { let lowercase_query = query.to_lowercase().chars().collect::>(); let query = query.chars().collect::>(); let lowercase_query = &lowercase_query; let query = &query; let query_chars = CharBag::from(&lowercase_query[..]); let cpus = num_cpus::get(); let path_count: usize = if include_ignored { snapshots.clone().map(Snapshot::file_count).sum() } else { snapshots.clone().map(Snapshot::visible_file_count).sum() }; let segment_size = (path_count + cpus - 1) / cpus; let mut segment_results = (0..cpus) .map(|_| Vec::with_capacity(max_results)) .collect::>(); pool.scoped(|scope| { for (segment_idx, results) in segment_results.iter_mut().enumerate() { let snapshots = snapshots.clone(); let cancel_flag = &cancel_flag; scope.execute(move || { let segment_start = segment_idx * segment_size; let segment_end = segment_start + segment_size; let mut min_score = 0.0; let mut last_positions = Vec::new(); last_positions.resize(query.len(), 0); let mut match_positions = Vec::new(); match_positions.resize(query.len(), 0); let mut score_matrix = Vec::new(); let mut best_position_matrix = Vec::new(); let mut tree_start = 0; for snapshot in snapshots { let tree_end = if include_ignored { tree_start + snapshot.file_count() } else { tree_start + snapshot.visible_file_count() }; let include_root_name = include_root_name || snapshot.root_entry().is_file(); if tree_start < segment_end && segment_start < tree_end { let start = max(tree_start, segment_start) - tree_start; let end = min(tree_end, segment_end) - tree_start; let entries = if include_ignored { snapshot.files(start).take(end - start) } else { snapshot.visible_files(start).take(end - start) }; let paths = entries.map(|entry| { if let EntryKind::File(char_bag) = entry.kind { MatchCandidate { path: &entry.path, char_bag, } } else { unreachable!() } }); match_single_tree_paths( snapshot, include_root_name, paths, query, lowercase_query, query_chars, smart_case, results, max_results, &mut min_score, &mut match_positions, &mut last_positions, &mut score_matrix, &mut best_position_matrix, &cancel_flag, ); } if tree_end >= segment_end { break; } tree_start = tree_end; } }) } }); let mut results = Vec::new(); for segment_result in segment_results { if results.is_empty() { results = segment_result; } else { util::extend_sorted(&mut results, segment_result, max_results, |a, b| b.cmp(&a)); } } results } fn match_single_tree_paths<'a>( snapshot: &Snapshot, include_root_name: bool, path_entries: impl Iterator>, query: &[char], lowercase_query: &[char], query_chars: CharBag, smart_case: bool, results: &mut Vec, max_results: usize, min_score: &mut f64, match_positions: &mut Vec, last_positions: &mut Vec, score_matrix: &mut Vec>, best_position_matrix: &mut Vec, cancel_flag: &AtomicBool, ) { let mut path_chars = Vec::new(); let mut lowercase_path_chars = Vec::new(); let prefix = if include_root_name { snapshot.root_name() } else { "" } .chars() .collect::>(); let lowercase_prefix = prefix .iter() .map(|c| c.to_ascii_lowercase()) .collect::>(); for candidate in path_entries { if !candidate.char_bag.is_superset(query_chars) { continue; } if cancel_flag.load(atomic::Ordering::Relaxed) { break; } path_chars.clear(); lowercase_path_chars.clear(); for c in candidate.path.to_string_lossy().chars() { path_chars.push(c); lowercase_path_chars.push(c.to_ascii_lowercase()); } if !find_last_positions( last_positions, &lowercase_prefix, &lowercase_path_chars, &lowercase_query[..], ) { continue; } let matrix_len = query.len() * (path_chars.len() + prefix.len()); score_matrix.clear(); score_matrix.resize(matrix_len, None); best_position_matrix.clear(); best_position_matrix.resize(matrix_len, 0); let score = score_match( &query[..], &lowercase_query[..], &path_chars, &lowercase_path_chars, &prefix, &lowercase_prefix, smart_case, &last_positions, score_matrix, best_position_matrix, match_positions, *min_score, ); if score > 0.0 { let mat = PathMatch { tree_id: snapshot.id, path: candidate.path.clone(), score, positions: match_positions.clone(), include_root_name, }; if let Err(i) = results.binary_search_by(|m| mat.cmp(&m)) { if results.len() < max_results { results.insert(i, mat); } else if i < results.len() { results.pop(); results.insert(i, mat); } if results.len() == max_results { *min_score = results.last().unwrap().score; } } } } } fn find_last_positions( last_positions: &mut Vec, prefix: &[char], path: &[char], query: &[char], ) -> bool { let mut path = path.iter(); let mut prefix_iter = prefix.iter(); for (i, char) in query.iter().enumerate().rev() { if let Some(j) = path.rposition(|c| c == char) { last_positions[i] = j + prefix.len(); } else if let Some(j) = prefix_iter.rposition(|c| c == char) { last_positions[i] = j; } else { return false; } } true } fn score_match( query: &[char], query_cased: &[char], path: &[char], path_cased: &[char], prefix: &[char], lowercase_prefix: &[char], smart_case: bool, last_positions: &[usize], score_matrix: &mut [Option], best_position_matrix: &mut [usize], match_positions: &mut [usize], min_score: f64, ) -> f64 { let score = recursive_score_match( query, query_cased, path, path_cased, prefix, lowercase_prefix, smart_case, last_positions, score_matrix, best_position_matrix, min_score, 0, 0, query.len() as f64, ) * query.len() as f64; if score <= 0.0 { return 0.0; } let path_len = path.len() + prefix.len(); let mut cur_start = 0; let mut byte_ix = 0; let mut char_ix = 0; for i in 0..query.len() { let match_char_ix = best_position_matrix[i * path_len + cur_start]; while char_ix < match_char_ix { byte_ix += path[char_ix].len_utf8(); char_ix += 1; } cur_start = match_char_ix + 1; match_positions[i] = byte_ix; } score } fn recursive_score_match( query: &[char], query_cased: &[char], path: &[char], path_cased: &[char], prefix: &[char], lowercase_prefix: &[char], smart_case: bool, last_positions: &[usize], score_matrix: &mut [Option], best_position_matrix: &mut [usize], min_score: f64, query_idx: usize, path_idx: usize, cur_score: f64, ) -> f64 { if query_idx == query.len() { return 1.0; } let path_len = prefix.len() + path.len(); if let Some(memoized) = score_matrix[query_idx * path_len + path_idx] { return memoized; } let mut score = 0.0; let mut best_position = 0; let query_char = query_cased[query_idx]; let limit = last_positions[query_idx]; let mut last_slash = 0; for j in path_idx..=limit { let path_char = if j < prefix.len() { lowercase_prefix[j] } else { path_cased[j - prefix.len()] }; let is_path_sep = path_char == '/' || path_char == '\\'; if query_idx == 0 && is_path_sep { last_slash = j; } if query_char == path_char || (is_path_sep && query_char == '_' || query_char == '\\') { let curr = if j < prefix.len() { prefix[j] } else { path[j - prefix.len()] }; let mut char_score = 1.0; if j > path_idx { let last = if j - 1 < prefix.len() { prefix[j - 1] } else { path[j - 1 - prefix.len()] }; if last == '/' { char_score = 0.9; } else if last == '-' || last == '_' || last == ' ' || last.is_numeric() { char_score = 0.8; } else if last.is_lowercase() && curr.is_uppercase() { char_score = 0.8; } else if last == '.' { char_score = 0.7; } else if query_idx == 0 { char_score = BASE_DISTANCE_PENALTY; } else { char_score = MIN_DISTANCE_PENALTY.max( BASE_DISTANCE_PENALTY - (j - path_idx - 1) as f64 * ADDITIONAL_DISTANCE_PENALTY, ); } } // Apply a severe penalty if the case doesn't match. // This will make the exact matches have higher score than the case-insensitive and the // path insensitive matches. if (smart_case || curr == '/') && query[query_idx] != curr { char_score *= 0.001; } let mut multiplier = char_score; // Scale the score based on how deep within the path we found the match. if query_idx == 0 { multiplier /= ((prefix.len() + path.len()) - last_slash) as f64; } let mut next_score = 1.0; if min_score > 0.0 { next_score = cur_score * multiplier; // Scores only decrease. If we can't pass the previous best, bail if next_score < min_score { // Ensure that score is non-zero so we use it in the memo table. if score == 0.0 { score = 1e-18; } continue; } } let new_score = recursive_score_match( query, query_cased, path, path_cased, prefix, lowercase_prefix, smart_case, last_positions, score_matrix, best_position_matrix, min_score, query_idx + 1, j + 1, next_score, ) * multiplier; if new_score > score { score = new_score; best_position = j; // Optimization: can't score better than 1. if new_score == 1.0 { break; } } } } if best_position != 0 { best_position_matrix[query_idx * path_len + path_idx] = best_position; } score_matrix[query_idx * path_len + path_idx] = Some(score); score } #[cfg(test)] mod tests { use super::*; use std::path::PathBuf; #[test] fn test_get_last_positions() { let mut last_positions = vec![0; 2]; let result = find_last_positions( &mut last_positions, &['a', 'b', 'c'], &['b', 'd', 'e', 'f'], &['d', 'c'], ); assert_eq!(result, false); last_positions.resize(2, 0); let result = find_last_positions( &mut last_positions, &['a', 'b', 'c'], &['b', 'd', 'e', 'f'], &['c', 'd'], ); assert_eq!(result, true); assert_eq!(last_positions, vec![2, 4]); last_positions.resize(4, 0); let result = find_last_positions( &mut last_positions, &['z', 'e', 'd', '/'], &['z', 'e', 'd', '/', 'f'], &['z', '/', 'z', 'f'], ); assert_eq!(result, true); assert_eq!(last_positions, vec![0, 3, 4, 8]); } #[test] fn test_match_path_entries() { let paths = vec![ "", "a", "ab", "abC", "abcd", "alphabravocharlie", "AlphaBravoCharlie", "thisisatestdir", "/////ThisIsATestDir", "/this/is/a/test/dir", "/test/tiatd", ]; assert_eq!( match_query("abc", false, &paths), vec![ ("abC", vec![0, 1, 2]), ("abcd", vec![0, 1, 2]), ("AlphaBravoCharlie", vec![0, 5, 10]), ("alphabravocharlie", vec![4, 5, 10]), ] ); assert_eq!( match_query("t/i/a/t/d", false, &paths), vec![("/this/is/a/test/dir", vec![1, 5, 6, 8, 9, 10, 11, 15, 16]),] ); assert_eq!( match_query("tiatd", false, &paths), vec![ ("/test/tiatd", vec![6, 7, 8, 9, 10]), ("/this/is/a/test/dir", vec![1, 6, 9, 11, 16]), ("/////ThisIsATestDir", vec![5, 9, 11, 12, 16]), ("thisisatestdir", vec![0, 2, 6, 7, 11]), ] ); } #[test] fn test_match_multibyte_path_entries() { let paths = vec!["aαbβ/cγdδ", "αβγδ/bcde", "c1️⃣2️⃣3️⃣/d4️⃣5️⃣6️⃣/e7️⃣8️⃣9️⃣/f", "/d/🆒/h"]; assert_eq!("1️⃣".len(), 7); assert_eq!( match_query("bcd", false, &paths), vec![ ("αβγδ/bcde", vec![9, 10, 11]), ("aαbβ/cγdδ", vec![3, 7, 10]), ] ); assert_eq!( match_query("cde", false, &paths), vec![ ("αβγδ/bcde", vec![10, 11, 12]), ("c1️⃣2️⃣3️⃣/d4️⃣5️⃣6️⃣/e7️⃣8️⃣9️⃣/f", vec![0, 23, 46]), ] ); } fn match_query<'a>( query: &str, smart_case: bool, paths: &Vec<&'a str>, ) -> Vec<(&'a str, Vec)> { let lowercase_query = query.to_lowercase().chars().collect::>(); let query = query.chars().collect::>(); let query_chars = CharBag::from(&lowercase_query[..]); let path_arcs = paths .iter() .map(|path| Arc::from(PathBuf::from(path))) .collect::>(); let mut path_entries = Vec::new(); for (i, path) in paths.iter().enumerate() { let lowercase_path = path.to_lowercase().chars().collect::>(); let char_bag = CharBag::from(lowercase_path.as_slice()); path_entries.push(MatchCandidate { char_bag, path: path_arcs.get(i).unwrap(), }); } let mut match_positions = Vec::new(); let mut last_positions = Vec::new(); match_positions.resize(query.len(), 0); last_positions.resize(query.len(), 0); let cancel_flag = AtomicBool::new(false); let mut results = Vec::new(); match_single_tree_paths( &Snapshot { id: 0, scan_id: 0, abs_path: PathBuf::new().into(), ignores: Default::default(), entries: Default::default(), root_name: Default::default(), }, false, path_entries.into_iter(), &query[..], &lowercase_query[..], query_chars, smart_case, &mut results, 100, &mut 0.0, &mut match_positions, &mut last_positions, &mut Vec::new(), &mut Vec::new(), &cancel_flag, ); results .into_iter() .map(|result| { ( paths .iter() .copied() .find(|p| result.path.as_ref() == Path::new(p)) .unwrap(), result.positions, ) }) .collect() } }