use std::cmp::{self, Ordering}; use group_by::GroupBy; use crate::Match; use crate::rank::{match_query_index, Document}; const MAX_DISTANCE: u32 = 8; fn index_proximity(lhs: u32, rhs: u32) -> u32 { if lhs < rhs { cmp::min(rhs - lhs, MAX_DISTANCE) } else { cmp::min(lhs - rhs, MAX_DISTANCE) + 1 } } fn attribute_proximity(lhs: &Match, rhs: &Match) -> u32 { if lhs.attribute != rhs.attribute { return MAX_DISTANCE } index_proximity(lhs.attribute_index, rhs.attribute_index) } fn min_proximity(lhs: &[Match], rhs: &[Match]) -> u32 { let mut min_prox = u32::max_value(); for a in lhs { for b in rhs { min_prox = cmp::min(min_prox, attribute_proximity(a, b)); } } min_prox } fn matches_proximity(matches: &[Match]) -> u32 { let mut proximity = 0; let mut iter = GroupBy::new(matches, match_query_index); // iterate over groups by windows of size 2 let mut last = iter.next(); while let (Some(lhs), Some(rhs)) = (last, iter.next()) { proximity += min_proximity(lhs, rhs); last = Some(rhs); } proximity } pub fn words_proximity(lhs: &Document, rhs: &Document) -> Ordering { matches_proximity(&lhs.matches).cmp(&matches_proximity(&rhs.matches)) } #[cfg(test)] mod tests { use super::*; #[test] fn three_different_attributes() { // "soup" "of the" "the day" // // { id: 0, attr: 0, attr_index: 0 } // { id: 1, attr: 1, attr_index: 0 } // { id: 2, attr: 1, attr_index: 1 } // { id: 2, attr: 2, attr_index: 0 } // { id: 3, attr: 3, attr_index: 1 } let matches = &[ Match { query_index: 0, attribute: 0, attribute_index: 0, ..Match::zero() }, Match { query_index: 1, attribute: 1, attribute_index: 0, ..Match::zero() }, Match { query_index: 2, attribute: 1, attribute_index: 1, ..Match::zero() }, Match { query_index: 2, attribute: 2, attribute_index: 0, ..Match::zero() }, Match { query_index: 3, attribute: 3, attribute_index: 1, ..Match::zero() }, ]; // soup -> of = 8 // + of -> the = 1 // + the -> day = 8 (not 1) assert_eq!(matches_proximity(matches), 17); } #[test] fn two_different_attributes() { // "soup day" "soup of the day" // // { id: 0, attr: 0, attr_index: 0 } // { id: 0, attr: 1, attr_index: 0 } // { id: 1, attr: 1, attr_index: 1 } // { id: 2, attr: 1, attr_index: 2 } // { id: 3, attr: 0, attr_index: 1 } // { id: 3, attr: 1, attr_index: 3 } let matches = &[ Match { query_index: 0, attribute: 0, attribute_index: 0, ..Match::zero() }, Match { query_index: 0, attribute: 1, attribute_index: 0, ..Match::zero() }, Match { query_index: 1, attribute: 1, attribute_index: 1, ..Match::zero() }, Match { query_index: 2, attribute: 1, attribute_index: 2, ..Match::zero() }, Match { query_index: 3, attribute: 0, attribute_index: 1, ..Match::zero() }, Match { query_index: 3, attribute: 1, attribute_index: 3, ..Match::zero() }, ]; // soup -> of = 1 // + of -> the = 1 // + the -> day = 1 assert_eq!(matches_proximity(matches), 3); } }