From 640592b4111b08d1210d34c890c486dcbca527c7 Mon Sep 17 00:00:00 2001 From: Dirkjan Ochtman Date: Thu, 21 Jan 2021 09:39:15 +0100 Subject: [PATCH] Move some code from insert() into Search --- src/lib.rs | 33 ++++++++++++++++++++++++++------- 1 file changed, 26 insertions(+), 7 deletions(-) diff --git a/src/lib.rs b/src/lib.rs index 8ac16da..328c0c5 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -404,14 +404,16 @@ fn insert( let &Candidate { distance, pid } = candidate; if let Some(heuristic) = heuristic { insertion.reset(); - let candidate_point = &points[pid]; - insertion.push(new, candidate_point, points); - for hop in layer.as_slice().nearest_iter(pid) { - insertion.push(hop, candidate_point, points); - } + let found = insertion.add_neighbor_heuristic( + new, + layer.as_slice().nearest_iter(pid), + layer, + M * 2, + &points[pid], + points, + *heuristic, + ); - let found = - insertion.select_heuristic(&layer, M * 2, candidate_point, points, *heuristic); layer[pid].rewrite(found.iter().map(|candidate| candidate.pid)); layer[new].set(i, pid); } else { @@ -512,6 +514,23 @@ impl Search { self.nearest.truncate(self.ef); } + fn add_neighbor_heuristic( + &mut self, + new: PointId, + current: impl Iterator, + layer: &[ZeroNode], + num: usize, + point: &P, + points: &[P], + params: Heuristic, + ) -> &[Candidate] { + self.push(new, point, points); + for pid in current { + self.push(pid, point, points); + } + self.select_heuristic(&layer, num, point, points, params) + } + fn select_heuristic( &mut self, layer: &[ZeroNode],