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use std::mem::take; |
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use crate::timestamp::Timestamp; |
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const SPLIT_COUNT: usize = 128; |
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const BALANCE_THRESHOLD: usize = 3; |
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pub struct SelfTimeTree<T> { |
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entries: Vec<SelfTimeEntry<T>>, |
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children: Option<Box<SelfTimeChildren<T>>>, |
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count: usize, |
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} |
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struct SelfTimeEntry<T> { |
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start: Timestamp, |
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end: Timestamp, |
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item: T, |
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} |
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struct SelfTimeChildren<T> { |
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left: SelfTimeTree<T>, |
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split_point: Timestamp, |
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right: SelfTimeTree<T>, |
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spanning_entries: usize, |
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} |
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impl<T> Default for SelfTimeTree<T> { |
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fn default() -> Self { |
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Self { |
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entries: Vec::new(), |
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children: None, |
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count: 0, |
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} |
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} |
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} |
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impl<T> SelfTimeTree<T> { |
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pub fn new() -> Self { |
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Self::default() |
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} |
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pub fn len(&self) -> usize { |
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self.count |
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} |
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pub fn insert(&mut self, start: Timestamp, end: Timestamp, item: T) { |
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self.count += 1; |
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self.entries.push(SelfTimeEntry { start, end, item }); |
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self.check_for_split(); |
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} |
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fn check_for_split(&mut self) { |
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if self.entries.len() >= SPLIT_COUNT { |
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let spanning_entries = if let Some(children) = &mut self.children { |
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children.spanning_entries |
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} else { |
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0 |
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}; |
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if self.entries.len() - spanning_entries >= SPLIT_COUNT { |
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self.split(); |
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} |
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} |
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} |
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fn split(&mut self) { |
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debug_assert!(!self.entries.is_empty()); |
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self.distribute_entries(); |
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self.rebalance(); |
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} |
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fn distribute_entries(&mut self) { |
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if self.children.is_none() { |
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let start = self.entries.iter().min_by_key(|e| e.start).unwrap().start; |
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let end = self.entries.iter().max_by_key(|e| e.end).unwrap().end; |
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let middle = (start + end) / 2; |
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self.children = Some(Box::new(SelfTimeChildren { |
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left: SelfTimeTree::new(), |
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split_point: middle, |
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right: SelfTimeTree::new(), |
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spanning_entries: 0, |
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})); |
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} |
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let Some(children) = &mut self.children else { |
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unreachable!(); |
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}; |
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let mut i = children.spanning_entries; |
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while i < self.entries.len() { |
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let SelfTimeEntry { start, end, .. } = self.entries[i]; |
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if end <= children.split_point { |
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let SelfTimeEntry { start, end, item } = self.entries.swap_remove(i); |
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children.left.insert(start, end, item); |
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} else if start >= children.split_point { |
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let SelfTimeEntry { start, end, item } = self.entries.swap_remove(i); |
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children.right.insert(start, end, item); |
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} else { |
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self.entries.swap(i, children.spanning_entries); |
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children.spanning_entries += 1; |
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i += 1; |
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} |
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} |
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} |
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fn rebalance(&mut self) { |
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if let Some(box SelfTimeChildren { |
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left, |
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split_point, |
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right, |
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spanning_entries, |
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}) = &mut self.children |
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{ |
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let SelfTimeTree { |
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count: left_count, |
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children: left_children, |
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entries: left_entries, |
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} = left; |
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let SelfTimeTree { |
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count: right_count, |
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children: right_children, |
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entries: right_entries, |
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} = right; |
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if *left_count > *right_count * BALANCE_THRESHOLD + *spanning_entries { |
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if let Some(box SelfTimeChildren { |
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left: left_left, |
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split_point: left_split_point, |
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right: left_right, |
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spanning_entries: _, |
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}) = left_children |
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{ |
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*right = Self { |
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count: left_right.count + right.count, |
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entries: Vec::new(), |
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children: Some(Box::new(SelfTimeChildren { |
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left: take(left_right), |
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split_point: *split_point, |
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right: take(right), |
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spanning_entries: 0, |
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})), |
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}; |
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*split_point = *left_split_point; |
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self.entries.append(left_entries); |
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*left = take(left_left); |
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*spanning_entries = 0; |
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self.distribute_entries(); |
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} |
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} else if *right_count > *left_count * BALANCE_THRESHOLD + *spanning_entries { |
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if let Some(box SelfTimeChildren { |
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left: right_left, |
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split_point: right_split_point, |
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right: right_right, |
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spanning_entries: _, |
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}) = right_children |
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{ |
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*left = Self { |
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count: left.count + right_left.count, |
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entries: Vec::new(), |
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children: Some(Box::new(SelfTimeChildren { |
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left: take(left), |
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split_point: *split_point, |
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right: take(right_left), |
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spanning_entries: 0, |
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})), |
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}; |
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*split_point = *right_split_point; |
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self.entries.append(right_entries); |
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*right = take(right_right); |
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*spanning_entries = 0; |
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self.check_for_split(); |
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} |
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} |
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} |
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} |
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#[cfg(test)] |
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pub fn lookup_range_count(&self, start: Timestamp, end: Timestamp) -> Timestamp { |
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let mut total_count = Timestamp::ZERO; |
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for entry in &self.entries { |
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if entry.start < end && entry.end > start { |
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let start = std::cmp::max(entry.start, start); |
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let end = std::cmp::min(entry.end, end); |
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let span = end - start; |
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total_count += span; |
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} |
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} |
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if let Some(children) = &self.children { |
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if start < children.split_point { |
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total_count += children.left.lookup_range_count(start, end); |
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} |
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if end > children.split_point { |
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total_count += children.right.lookup_range_count(start, end); |
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} |
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} |
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total_count |
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} |
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pub fn lookup_range_corrected_time(&self, start: Timestamp, end: Timestamp) -> Timestamp { |
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let mut factor_times_1000 = 0u64; |
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#[derive(PartialEq, Eq, PartialOrd, Ord)] |
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enum Change { |
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Start, |
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End, |
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} |
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let mut current_count = 0; |
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let mut changes = Vec::new(); |
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self.for_each_in_range(start, end, |s, e, _| { |
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if s <= start { |
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current_count += 1; |
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} else { |
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changes.push((s, Change::Start)); |
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} |
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if e < end { |
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changes.push((e, Change::End)); |
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} |
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}); |
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changes.sort_unstable(); |
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let mut current_ts = start; |
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for (ts, change) in changes { |
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if current_ts < ts { |
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let time_diff = ts - current_ts; |
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factor_times_1000 += *time_diff * 1000 / current_count; |
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current_ts = ts; |
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} |
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match change { |
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Change::Start => current_count += 1, |
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Change::End => current_count -= 1, |
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} |
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} |
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if current_ts < end { |
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let time_diff = end - current_ts; |
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factor_times_1000 += *time_diff * 1000 / current_count; |
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} |
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Timestamp::from_value(factor_times_1000 / 1000) |
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} |
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pub fn for_each_in_range( |
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&self, |
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start: Timestamp, |
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end: Timestamp, |
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mut f: impl FnMut(Timestamp, Timestamp, &T), |
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) { |
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self.for_each_in_range_ref(start, end, &mut f); |
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} |
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fn for_each_in_range_ref( |
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&self, |
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start: Timestamp, |
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end: Timestamp, |
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f: &mut impl FnMut(Timestamp, Timestamp, &T), |
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) { |
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for entry in &self.entries { |
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if entry.start < end && entry.end > start { |
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f(entry.start, entry.end, &entry.item); |
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} |
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} |
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if let Some(children) = &self.children { |
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if start < children.split_point { |
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children.left.for_each_in_range_ref(start, end, f); |
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} |
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if end > children.split_point { |
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children.right.for_each_in_range_ref(start, end, f); |
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} |
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} |
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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::*; |
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fn print_tree<T>(tree: &SelfTimeTree<T>, indent: usize) { |
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if let Some(children) = &tree.children { |
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println!( |
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"{}{} items (split at {}, {} overlapping, {} total)", |
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" ".repeat(indent), |
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tree.entries.len(), |
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children.split_point, |
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children.spanning_entries, |
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tree.count |
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); |
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print_tree(&children.left, indent + 2); |
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print_tree(&children.right, indent + 2); |
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} else { |
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println!( |
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"{}{} items ({} total)", |
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" ".repeat(indent), |
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tree.entries.len(), |
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tree.count |
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); |
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} |
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} |
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fn assert_balanced<T>(tree: &SelfTimeTree<T>) { |
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if let Some(children) = &tree.children { |
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let l = children.left.count; |
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let r = children.right.count; |
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let s = children.spanning_entries; |
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if (l > SPLIT_COUNT || r > SPLIT_COUNT) |
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&& ((l > r * BALANCE_THRESHOLD + s) || (r > l * BALANCE_THRESHOLD + s)) |
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{ |
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print_tree(tree, 0); |
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panic!("Tree is not balanced"); |
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} |
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assert_balanced(&children.left); |
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assert_balanced(&children.right); |
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} |
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} |
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#[test] |
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fn test_simple() { |
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let mut tree = SelfTimeTree::new(); |
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let count = 10000; |
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for i in 0..count { |
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tree.insert(Timestamp::from_micros(i), Timestamp::from_micros(i + 1), i); |
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assert_eq!(tree.count, (i + 1) as usize); |
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assert_balanced(&tree); |
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} |
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assert_eq!( |
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tree.lookup_range_count(Timestamp::ZERO, Timestamp::from_micros(count)), |
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Timestamp::from_micros(count) |
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); |
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print_tree(&tree, 0); |
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assert_balanced(&tree); |
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} |
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#[test] |
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fn test_evenly() { |
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let mut tree = SelfTimeTree::new(); |
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let count = 10000; |
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for a in 0..10 { |
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for b in 0..10 { |
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for c in 0..10 { |
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for d in 0..10 { |
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let i = d * 1000 + c * 100 + b * 10 + a; |
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tree.insert(Timestamp::from_micros(i), Timestamp::from_micros(i + 1), i); |
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assert_balanced(&tree); |
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} |
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} |
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} |
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} |
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assert_eq!( |
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tree.lookup_range_count(Timestamp::ZERO, Timestamp::from_micros(count)), |
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Timestamp::from_micros(count) |
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); |
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print_tree(&tree, 0); |
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assert_balanced(&tree); |
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} |
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#[test] |
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fn test_overlapping() { |
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let mut tree = SelfTimeTree::new(); |
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let count = 10000; |
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for i in 0..count { |
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tree.insert( |
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Timestamp::from_micros(i), |
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Timestamp::from_micros(i + 100), |
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i, |
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); |
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assert_eq!(tree.count, (i + 1) as usize); |
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assert_balanced(&tree); |
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} |
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assert_eq!( |
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tree.lookup_range_count(Timestamp::ZERO, Timestamp::from_micros(count + 100)), |
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Timestamp::from_micros(count * 100) |
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); |
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print_tree(&tree, 0); |
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assert_balanced(&tree); |
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} |
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#[test] |
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fn test_overlapping_heavy() { |
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let mut tree = SelfTimeTree::new(); |
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let count = 10000; |
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for i in 0..count { |
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tree.insert( |
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Timestamp::from_micros(i), |
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Timestamp::from_micros(i + 500), |
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i, |
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); |
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assert_eq!(tree.count, (i + 1) as usize); |
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} |
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assert_eq!( |
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tree.lookup_range_count(Timestamp::ZERO, Timestamp::from_micros(count + 500)), |
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Timestamp::from_micros(count * 500) |
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); |
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print_tree(&tree, 0); |
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assert_balanced(&tree); |
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} |
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} |
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