mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-12-23 21:20:24 +01:00
Introduce a structure to represent a set of graph paths efficiently
This commit is contained in:
Loïc Lecrenier
parent
c9bf6bb2fa
commit
864f6410ed
427
milli/src/search/new/ranking_rule_graph/paths_map.rs
Normal file
427
milli/src/search/new/ranking_rule_graph/paths_map.rs
Normal file
@ -0,0 +1,427 @@
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use std::collections::hash_map::DefaultHasher;
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use std::collections::HashSet;
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use std::fmt::Write;
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use std::hash::{Hash, Hasher};
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use super::cheapest_paths::Path;
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use super::{EdgeDetails, EdgeIndex, RankingRuleGraph, RankingRuleGraphTrait, Edge};
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use crate::new::QueryNode;
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#[derive(Debug)]
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pub struct PathsMap<V> {
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nodes: Vec<(EdgeIndex, PathsMap<V>)>,
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value: Option<V>
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}
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impl<V> Default for PathsMap<V> {
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fn default() -> Self {
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Self { nodes: vec![], value: None }
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}
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}
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impl PathsMap<u64> {
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pub fn from_paths(paths: &[Path]) -> Self {
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let mut result = Self::default();
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for p in paths {
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result.add_path(p);
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}
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result
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}
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pub fn add_path(&mut self, path: &Path) {
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self.insert(path.edges.iter().copied(), path.cost);
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}
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}
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impl<V> PathsMap<V> {
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pub fn is_empty(&self) -> bool {
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self.nodes.is_empty() && self.value.is_none()
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}
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pub fn insert(&mut self, mut edges: impl Iterator<Item = EdgeIndex>, value: V) {
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match edges.next() {
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None => {
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self.value = Some(value);
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}
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Some(first_edge) => {
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// comment
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for (edge, next_node) in &mut self.nodes {
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if edge == &first_edge {
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return next_node.insert(edges, value);
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}
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}
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let mut rest = PathsMap::default();
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rest.insert(edges, value);
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self.nodes.push((first_edge, rest));
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}
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}
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}
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fn remove_first_rec(&mut self, cur: &mut Vec<EdgeIndex>) -> (bool, V) {
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let Some((first_edge, rest)) = self.nodes.first_mut() else {
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// The PathsMap has to be correct by construction here, otherwise
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// the unwrap() will crash
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return (true, self.value.take().unwrap())
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};
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cur.push(*first_edge);
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let (rest_is_empty, value) = rest.remove_first_rec(cur);
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if rest_is_empty {
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self.nodes.remove(0);
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(self.nodes.is_empty(), value)
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} else {
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(false, value)
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}
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}
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pub fn remove_first(&mut self) -> Option<(Vec<EdgeIndex>, V)> {
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if self.is_empty() {
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return None
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}
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let mut result = vec![];
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let (_, value) = self.remove_first_rec(&mut result);
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Some((result, value))
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}
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pub fn iterate_rec(&self, cur: &mut Vec<EdgeIndex>, visit: &mut impl FnMut(&Vec<EdgeIndex>, &V)) {
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if let Some(value) = &self.value {
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visit(cur, value);
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}
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for (first_edge, rest) in self.nodes.iter() {
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cur.push(*first_edge);
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rest.iterate_rec(cur, visit);
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cur.pop();
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}
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}
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pub fn iterate(&self, mut visit: impl FnMut(&Vec<EdgeIndex>, &V)) {
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self.iterate_rec(&mut vec![], &mut visit)
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}
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pub fn remove_prefixes<U>(&mut self, prefixes: &PathsMap<U>) {
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prefixes.iterate(|prefix, _v| {
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self.remove_prefix(prefix);
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});
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}
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pub fn remove_edges(&mut self, forbidden_edges: &HashSet<EdgeIndex>) {
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let mut i = 0;
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while i < self.nodes.len() {
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let should_remove = if forbidden_edges.contains(&self.nodes[i].0) {
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true
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} else if !self.nodes[i].1.nodes.is_empty() {
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self.nodes[i].1.remove_edges(forbidden_edges);
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self.nodes[i].1.nodes.is_empty()
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} else {
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false
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};
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if should_remove {
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self.nodes.remove(i);
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} else {
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i += 1;
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}
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}
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}
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pub fn remove_edge(&mut self, forbidden_edge: &EdgeIndex) {
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let mut i = 0;
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while i < self.nodes.len() {
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let should_remove = if &self.nodes[i].0 == forbidden_edge {
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true
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} else if !self.nodes[i].1.nodes.is_empty() {
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self.nodes[i].1.remove_edge(forbidden_edge);
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self.nodes[i].1.nodes.is_empty()
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} else {
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false
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};
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if should_remove {
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self.nodes.remove(i);
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} else {
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i += 1;
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}
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}
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}
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pub fn remove_prefix(&mut self, forbidden_prefix: &[EdgeIndex]) {
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let [first_edge, remaining_prefix @ ..] = forbidden_prefix else {
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self.nodes.clear();
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self.value = None;
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return;
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};
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let mut i = 0;
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while i < self.nodes.len() {
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let edge = self.nodes[i].0;
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let should_remove = if edge == *first_edge {
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self.nodes[i].1.remove_prefix(remaining_prefix);
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self.nodes[i].1.nodes.is_empty()
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} else {
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false
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};
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if should_remove {
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self.nodes.remove(i);
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} else {
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i += 1;
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}
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}
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}
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pub fn edge_indices_after_prefix(&self, prefix: &[EdgeIndex]) -> Vec<EdgeIndex> {
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let [first_edge, remaining_prefix @ ..] = prefix else {
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return self.nodes.iter().map(|n| n.0).collect();
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};
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for (edge, rest) in self.nodes.iter(){
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if edge == first_edge {
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return rest.edge_indices_after_prefix(remaining_prefix);
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}
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}
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vec![]
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}
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pub fn contains_prefix_of_path(&self, path: &[EdgeIndex]) -> bool {
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if self.value.is_some() {
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return true
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}
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match path {
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[] => {
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false
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}
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[first_edge, remaining_path @ ..] => {
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for (edge, rest) in self.nodes.iter(){
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if edge == first_edge {
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return rest.contains_prefix_of_path(remaining_path);
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}
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}
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false
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}
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}
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}
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pub fn graphviz<G: RankingRuleGraphTrait>(&self, graph: &RankingRuleGraph<G>) -> String {
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let mut desc = String::new();
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desc.push_str("digraph G {\n");
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self.graphviz_rec(&mut desc, vec![], graph);
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desc.push_str("\n}\n");
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desc
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}
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fn graphviz_rec<G: RankingRuleGraphTrait>(&self, desc: &mut String, path_from: Vec<u64>, graph: &RankingRuleGraph<G>) {
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let id_from = {
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let mut h = DefaultHasher::new();
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path_from.hash(&mut h);
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h.finish()
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};
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for (edge_idx, rest) in self.nodes.iter() {
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let Some(Edge { from_node, to_node, cost, details }) = graph.get_edge(*edge_idx).as_ref() else {
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continue;
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};
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let mut path_to = path_from.clone();
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path_to.push({
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let mut h = DefaultHasher::new();
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edge_idx.hash(&mut h);
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h.finish()
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});
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let id_to = {
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let mut h = DefaultHasher::new();
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path_to.hash(&mut h);
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h.finish()
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};
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writeln!(desc, "{id_to} [label = \"{from_node}→{to_node} [{cost}]\"];").unwrap();
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writeln!(desc, "{id_from} -> {id_to};").unwrap();
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rest.graphviz_rec(desc, path_to, graph);
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}
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}
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}
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impl<G: RankingRuleGraphTrait> RankingRuleGraph<G> {
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pub fn graphviz_with_path(&self, path: &Path) -> String {
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let mut desc = String::new();
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desc.push_str("digraph G {\nrankdir = LR;\nnode [shape = \"record\"]\n");
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for (node_idx, node) in self.query_graph.nodes.iter().enumerate() {
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if matches!(node, QueryNode::Deleted) {
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continue;
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}
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desc.push_str(&format!("{node_idx} [label = {:?}]", node));
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if node_idx == self.query_graph.root_node {
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desc.push_str("[color = blue]");
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} else if node_idx == self.query_graph.end_node {
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desc.push_str("[color = red]");
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}
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desc.push_str(";\n");
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}
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for (edge_idx, edge) in self.all_edges.iter().enumerate() {
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let Some(edge) = edge else { continue };
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let Edge { from_node, to_node, cost, details } = edge;
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let color = if path.edges.contains(&EdgeIndex(edge_idx)) {
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"red"
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} else {
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"green"
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};
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match &edge.details {
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EdgeDetails::Unconditional => {
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desc.push_str(&format!(
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"{from_node} -> {to_node} [label = \"cost {cost}\", color = {color}];\n",
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cost = edge.cost,
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));
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}
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EdgeDetails::Data(details) => {
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desc.push_str(&format!(
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"{from_node} -> {to_node} [label = \"cost {cost} {edge_label}\", color = {color}];\n",
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cost = edge.cost,
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edge_label = G::edge_details_dot_label(details),
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));
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}
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}
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}
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desc.push('}');
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desc
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}
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}
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#[cfg(test)]
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mod tests {
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use super::PathsMap;
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use crate::db_snap;
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use crate::index::tests::TempIndex;
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use crate::new::db_cache::DatabaseCache;
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use crate::new::ranking_rule_graph::cheapest_paths::KCheapestPathsState;
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use crate::new::ranking_rule_graph::empty_paths_cache::EmptyPathsCache;
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use crate::new::ranking_rule_graph::proximity::ProximityGraph;
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use crate::new::ranking_rule_graph::{RankingRuleGraph, EdgeIndex};
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use crate::search::new::query_term::{word_derivations, LocatedQueryTerm};
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use crate::search::new::QueryGraph;
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use charabia::Tokenize;
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#[test]
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fn paths_tree() {
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let mut index = TempIndex::new();
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index.index_documents_config.autogenerate_docids = true;
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index
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.update_settings(|s| {
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s.set_searchable_fields(vec!["text".to_owned()]);
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})
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.unwrap();
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index
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.add_documents(documents!([
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{
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"text": "0 1 2 3 4 5"
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},
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{
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"text": "0 a 1 b 2 3 4 5"
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},
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{
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"text": "0 a 1 b 3 a 4 b 5"
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},
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{
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"text": "0 a a 1 b 2 3 4 5"
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},
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{
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"text": "0 a a a a 1 b 3 45"
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},
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]))
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.unwrap();
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db_snap!(index, word_pair_proximity_docids, @"679d1126b569b3e8b10dd937c3faedf9");
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let txn = index.read_txn().unwrap();
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let mut db_cache = DatabaseCache::default();
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let fst = index.words_fst(&txn).unwrap();
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let query =
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LocatedQueryTerm::from_query("0 1 2 3 4 5".tokenize(), None, |word, is_prefix| {
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word_derivations(&index, &txn, word, if word.len() < 3 {
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0
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} else if word.len() < 6 {
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1
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} else {
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2
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},is_prefix, &fst)
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})
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.unwrap();
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let graph = QueryGraph::from_query(&index, &txn, &mut db_cache, query).unwrap();
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let empty_paths_cache = EmptyPathsCache::default();
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let mut db_cache = DatabaseCache::default();
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let mut prox_graph =
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RankingRuleGraph::<ProximityGraph>::build(&index, &txn, &mut db_cache, graph).unwrap();
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println!("{}", prox_graph.graphviz());
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let mut state = KCheapestPathsState::new(&prox_graph).unwrap();
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let mut path_tree = PathsMap::default();
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while state.next_cost() <= 6 {
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let next_state = state.compute_paths_of_next_lowest_cost(&mut prox_graph, &empty_paths_cache, &mut path_tree);
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if let Some(next_state) = next_state {
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state = next_state;
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} else {
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break;
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}
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}
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let desc = path_tree.graphviz(&prox_graph);
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println!("{desc}");
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// let path = vec![EdgeIndex { from: 0, to: 2, edge_idx: 0 }, EdgeIndex { from: 2, to: 3, edge_idx: 0 }, EdgeIndex { from: 3, to: 4, edge_idx: 0 }, EdgeIndex { from: 4, to: 5, edge_idx: 0 }, EdgeIndex { from: 5, to: 8, edge_idx: 0 }, EdgeIndex { from: 8, to: 1, edge_idx: 0 }, EdgeIndex { from: 1, to: 10, edge_idx: 0 }];
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// println!("{}", psath_tree.contains_prefix_of_path(&path));
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// let path = vec![EdgeIndex { from: 0, to: 2, edge_idx: 0 }, EdgeIndex { from: 2, to: 3, edge_idx: 0 }, EdgeIndex { from: 3, to: 4, edge_idx: 0 }, EdgeIndex { from: 4, to: 5, edge_idx: 0 }, EdgeIndex { from: 5, to: 6, edge_idx: 0 }, EdgeIndex { from: 6, to: 7, edge_idx: 0 }, EdgeIndex { from: 7, to: 1, edge_idx: 0 }];
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// path_tree.iterate(|path, cost| {
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// println!("cost {cost} for path: {path:?}");
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// });
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// path_tree.remove_forbidden_prefix(&[
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// EdgeIndex { from: 0, to: 2, edge_idx: 0 },
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// EdgeIndex { from: 2, to: 3, edge_idx: 2 },
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// ]);
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// let desc = path_tree.graphviz();
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// println!("{desc}");
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// path_tree.remove_forbidden_edge(&EdgeIndex { from: 5, to: 6, cost: 1 });
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// let desc = path_tree.graphviz();
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// println!("AFTER REMOVING 5-6 [1]:\n{desc}");
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// path_tree.remove_forbidden_edge(&EdgeIndex { from: 3, to: 4, cost: 1 });
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// let desc = path_tree.graphviz();
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// println!("AFTER REMOVING 3-4 [1]:\n{desc}");
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// let p = path_tree.remove_first();
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// println!("PATH: {p:?}");
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// let desc = path_tree.graphviz();
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// println!("AFTER REMOVING: {desc}");
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// let p = path_tree.remove_first();
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// println!("PATH: {p:?}");
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// let desc = path_tree.graphviz();
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// println!("AFTER REMOVING: {desc}");
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// path_tree.remove_all_containing_edge(&EdgeIndex { from: 5, to: 6, cost: 2 });
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// let desc = path_tree.graphviz();
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// println!("{desc}");
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// let first_edges = path_tree.remove_first().unwrap();
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// println!("{first_edges:?}");
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// let desc = path_tree.graphviz();
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// println!("{desc}");
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// let first_edges = path_tree.remove_first().unwrap();
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// println!("{first_edges:?}");
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// let desc = path_tree.graphviz();
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// println!("{desc}");
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// let first_edges = path_tree.remove_first().unwrap();
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// println!("{first_edges:?}");
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// let desc = path_tree.graphviz();
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// println!("{desc}");
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// println!("{path_tree:?}");
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}
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#[test]
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fn test_contains_prefix_of_path() {
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}
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}
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