Auto merge of #97862 - SparrowLii:superset, r=lcnr
optimize `superset` method of `IntervalSet` Given that intervals in the `IntervalSet` are sorted and strictly separated( it means the `end` of the previous interval will not be equal to the `start` of the next interval), we can reduce the complexity of the `superset` method from O(NMlogN) to O(2N) (N is the number of intervals and M is the length of each interval)
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6dc598a01b
@ -1,7 +1,7 @@
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use std::iter::Step;
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use std::marker::PhantomData;
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use std::ops::Bound;
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use std::ops::RangeBounds;
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use std::ops::{Bound, Range};
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use crate::vec::Idx;
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use crate::vec::IndexVec;
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@ -11,6 +11,10 @@
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mod tests;
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/// Stores a set of intervals on the indices.
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///
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/// The elements in `map` are sorted and non-adjacent, which means
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/// the second value of the previous element is *greater* than the
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/// first value of the following element.
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#[derive(Debug, Clone)]
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pub struct IntervalSet<I> {
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// Start, end
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@ -84,7 +88,7 @@ pub fn insert_range(&mut self, range: impl RangeBounds<I> + Clone) -> bool {
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// continue to the next range. We're looking here for the first
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// range which starts *non-adjacently* to our end.
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let next = self.map.partition_point(|r| r.0 <= end + 1);
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if let Some(right) = next.checked_sub(1) {
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let result = if let Some(right) = next.checked_sub(1) {
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let (prev_start, prev_end) = self.map[right];
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if prev_end + 1 >= start {
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// If the start for the inserted range is adjacent to the
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@ -99,7 +103,7 @@ pub fn insert_range(&mut self, range: impl RangeBounds<I> + Clone) -> bool {
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if left != right {
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self.map.drain(left..right);
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}
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return true;
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true
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} else {
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// We overlap with the previous range, increase it to
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// include us.
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@ -107,17 +111,17 @@ pub fn insert_range(&mut self, range: impl RangeBounds<I> + Clone) -> bool {
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// Make sure we're actually going to *increase* it though --
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// it may be that end is just inside the previously existing
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// set.
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return if end > prev_end {
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if end > prev_end {
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self.map[right].1 = end;
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true
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} else {
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false
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};
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}
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}
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} else {
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// Otherwise, we don't overlap, so just insert
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self.map.insert(right + 1, (start, end));
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return true;
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true
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}
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} else {
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if self.map.is_empty() {
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@ -127,8 +131,16 @@ pub fn insert_range(&mut self, range: impl RangeBounds<I> + Clone) -> bool {
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} else {
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self.map.insert(next, (start, end));
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}
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return true;
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}
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true
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};
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debug_assert!(
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self.check_invariants(),
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"wrong intervals after insert {:?}..={:?} to {:?}",
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start,
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end,
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self
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);
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result
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}
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pub fn contains(&self, needle: I) -> bool {
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@ -145,9 +157,26 @@ pub fn superset(&self, other: &IntervalSet<I>) -> bool
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where
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I: Step,
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{
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// FIXME: Performance here is probably not great. We will be doing a lot
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// of pointless tree traversals.
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other.iter().all(|elem| self.contains(elem))
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let mut sup_iter = self.iter_intervals();
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let mut current = None;
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let contains = |sup: Range<I>, sub: Range<I>, current: &mut Option<Range<I>>| {
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if sup.end < sub.start {
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// if `sup.end == sub.start`, the next sup doesn't contain `sub.start`
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None // continue to the next sup
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} else if sup.end >= sub.end && sup.start <= sub.start {
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*current = Some(sup); // save the current sup
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Some(true)
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} else {
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Some(false)
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}
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};
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other.iter_intervals().all(|sub| {
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current
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.take()
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.and_then(|sup| contains(sup, sub.clone(), &mut current))
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.or_else(|| sup_iter.find_map(|sup| contains(sup, sub.clone(), &mut current)))
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.unwrap_or(false)
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})
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}
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pub fn is_empty(&self) -> bool {
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@ -174,7 +203,10 @@ pub fn last_set_in(&self, range: impl RangeBounds<I> + Clone) -> Option<I> {
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pub fn insert_all(&mut self) {
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self.clear();
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self.map.push((0, self.domain.try_into().unwrap()));
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if let Some(end) = self.domain.checked_sub(1) {
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self.map.push((0, end.try_into().unwrap()));
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}
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debug_assert!(self.check_invariants());
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}
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pub fn union(&mut self, other: &IntervalSet<I>) -> bool
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@ -186,8 +218,21 @@ pub fn union(&mut self, other: &IntervalSet<I>) -> bool
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for range in other.iter_intervals() {
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did_insert |= self.insert_range(range);
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}
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debug_assert!(self.check_invariants());
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did_insert
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}
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// Check the intervals are valid, sorted and non-adjacent
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fn check_invariants(&self) -> bool {
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let mut current: Option<u32> = None;
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for (start, end) in &self.map {
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if start > end || current.map_or(false, |x| x + 1 >= *start) {
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return false;
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}
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current = Some(*end);
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}
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current.map_or(true, |x| x < self.domain as u32)
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}
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}
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/// This data structure optimizes for cases where the stored bits in each row
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@ -2,7 +2,7 @@
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#[test]
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fn insert_collapses() {
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let mut set = IntervalSet::<u32>::new(3000);
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let mut set = IntervalSet::<u32>::new(10000);
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set.insert_range(9831..=9837);
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set.insert_range(43..=9830);
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assert_eq!(set.iter_intervals().collect::<Vec<_>>(), [43..9838]);
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