Fix bugs in query graph's "remove word" and "cheapest paths" algos

milli/src/search/new/logger/detailed.rs

@@ -326,7 +326,7 @@ shape: class").unwrap();
     fn paths_d2_description(graph: &RankingRuleGraph<ProximityGraph>, paths_idx: &str, paths: &PathsMap<u64>, file: &mut File) { 
 
         for (edge_idx, rest) in paths.nodes.iter() {
-            let Some(Edge { from_node, to_node, cost, .. }) = graph.all_edges[*edge_idx as usize].as_ref() else { continue };
+            let Edge { from_node, to_node, cost, .. } = graph.all_edges[*edge_idx as usize].as_ref().unwrap() ;
             let from_node = &graph.query_graph.nodes[*from_node as usize];
             let from_node_desc = match from_node {
                 QueryNode::Term(term) => match &term.value {

milli/src/search/new/query_graph.rs

@@ -192,18 +192,14 @@ impl QueryGraph {
     }
     pub fn remove_words_at_position(&mut self, position: i8) {
         let mut nodes_to_remove_keeping_edges = vec![];
-        let mut nodes_to_remove = vec![];
         for (node_idx, node) in self.nodes.iter().enumerate() {
             let node_idx = node_idx as u32;
             let QueryNode::Term(LocatedQueryTerm { value: _, positions }) = node else { continue };
-            if positions.contains(&position) {
+            if positions.start() == &position {
                 nodes_to_remove_keeping_edges.push(node_idx)
-            } else if positions.contains(&position) {
-                nodes_to_remove.push(node_idx)
             }
         }
 
-        self.remove_nodes(&nodes_to_remove);
         self.remove_nodes_keep_edges(&nodes_to_remove_keeping_edges);
 
         self.simplify();

milli/src/search/new/ranking_rule_graph/cheapest_paths.rs

@@ -74,13 +74,17 @@ impl KCheapestPathsState {
         empty_paths_cache: &EmptyPathsCache,
         into_map: &mut PathsMap<u64>,
     ) -> Option<Self> {
+        if !empty_paths_cache.path_is_empty(&self.kth_cheapest_path.edges) {
             into_map.add_path(&self.kth_cheapest_path);
+        }
         let cur_cost = self.kth_cheapest_path.cost;
         while self.kth_cheapest_path.cost <= cur_cost {
             if let Some(next_self) = self.compute_next_cheapest_paths(graph, empty_paths_cache) {
                 self = next_self;
                 if self.kth_cheapest_path.cost == cur_cost {
                     into_map.add_path(&self.kth_cheapest_path);
+                } else {
+                    break;
                 }
             } else {
                 return None;
@@ -89,8 +93,6 @@ impl KCheapestPathsState {
         Some(self)
     }
 
-    // TODO: use the cache to potentially remove edges that return an empty RoaringBitmap
-    // TODO: return an Option<&'self Path>?
     fn compute_next_cheapest_paths<G: RankingRuleGraphTrait>(
         mut self,
         graph: &mut RankingRuleGraph<G>,
@@ -141,19 +143,12 @@ impl KCheapestPathsState {
         }
         while let Some(mut next_cheapest_paths_entry) = self.potential_cheapest_paths.first_entry()
         {
-            // This could be implemented faster
-            // Here, maybe I should filter the potential cheapest paths so that they
-            // don't contain any removed edge?
-
             let cost = *next_cheapest_paths_entry.key();
             let next_cheapest_paths = next_cheapest_paths_entry.get_mut();
 
             while let Some((next_cheapest_path, cost2)) = next_cheapest_paths.remove_first() {
                 assert_eq!(cost, cost2);
-                if next_cheapest_path
+                if empty_paths_cache.path_is_empty(&next_cheapest_path) {
-                    .iter()
-                    .any(|edge_index| graph.all_edges[*edge_index as usize].is_none())
-                {
                     continue;
                 } else {
                     self.cheapest_paths.insert(next_cheapest_path.iter().copied(), cost);

milli/src/search/new/ranking_rules.rs

@@ -313,7 +313,7 @@ mod tests {
         let mut db_cache = DatabaseCache::default();
 
         let query_graph =
-            make_query_graph(&index, &txn, &mut db_cache, "released from prison by the government")
+            make_query_graph(&index, &txn, &mut db_cache, "the sun flower is facing the su")
                 .unwrap();
 
         // TODO: filters + maybe distinct attributes?