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149 changes: 144 additions & 5 deletions src/data_structures/segment_tree.rs
Original file line number Diff line number Diff line change
Expand Up @@ -80,29 +80,34 @@ where

let mut left = range.start + self.size;
let mut right = range.end + self.size;
let mut result = None;
let mut left_result = None;
let mut right_result = None;

// Iterate through the segment tree to accumulate results
while left < right {
if left % 2 == 1 {
result = Some(match result {
left_result = Some(match left_result {
None => self.nodes[left],
Some(old) => (self.merge_fn)(old, self.nodes[left]),
});
left += 1;
}
if right % 2 == 1 {
right -= 1;
result = Some(match result {
right_result = Some(match right_result {
None => self.nodes[right],
Some(old) => (self.merge_fn)(old, self.nodes[right]),
Some(old) => (self.merge_fn)(self.nodes[right], old),
});
}
left /= 2;
right /= 2;
}

Ok(result)
Ok(match (left_result, right_result) {
(Some(left), Some(right)) => Some((self.merge_fn)(left, right)),
(Some(result), None) | (None, Some(result)) => Some(result),
(None, None) => None,
})
}

/// Updates the value at the specified index in the segment tree.
Expand Down Expand Up @@ -139,8 +144,142 @@ where
#[cfg(test)]
mod tests {
use super::*;
use std::cell::Cell;
use std::cmp::{max, min};

#[derive(Debug, Default, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
struct Affine {
multiplier: i64,
offset: i64,
}

impl Affine {
fn then(self, next: Self) -> Self {
Self {
multiplier: next.multiplier * self.multiplier,
offset: next.multiplier * self.offset + next.offset,
}
}
}

fn sample_affine_transforms(size: usize) -> Vec<Affine> {
(0..size)
.map(|index| Affine {
multiplier: 1 + (index % 3) as i64,
offset: (index % 5) as i64 - 2,
})
.collect()
}

fn assert_queries_match_slice(
tree: &SegmentTree<Affine, impl Fn(Affine, Affine) -> Affine>,
values: &[Affine],
) {
for start in 0..values.len() {
for end in start..=values.len() {
let expected = values[start..end].iter().copied().reduce(Affine::then);
assert_eq!(
tree.query(start..end),
Ok(expected),
"range {start}..{end}, values {values:?}"
);
}
}
}

#[test]
fn test_noncommutative_segments() {
let values = [
Affine {
multiplier: 2,
offset: 1,
},
Affine {
multiplier: 3,
offset: 4,
},
Affine {
multiplier: 5,
offset: 2,
},
Affine {
multiplier: 7,
offset: 3,
},
];
let tree = SegmentTree::from_vec(&values, Affine::then);
assert_eq!(
tree.query(0..3),
Ok(Some(Affine {
multiplier: 30,
offset: 37,
}))
);
assert_eq!(
tree.query(1..4),
Ok(Some(Affine {
multiplier: 105,
offset: 157,
}))
);
let values = sample_affine_transforms(8);
let tree = SegmentTree::from_vec(&values, Affine::then);
let expected = values[1..7].iter().copied().reduce(Affine::then);
assert_eq!(tree.query(1..7), Ok(expected));
}

#[test]
fn test_noncommutative_all_ranges() {
for size in [1, 2, 3, 4, 5, 7, 8, 9, 15, 16, 17] {
let values = sample_affine_transforms(size);
let tree = SegmentTree::from_vec(&values, Affine::then);
assert_queries_match_slice(&tree, &values);
}
}

#[test]
fn test_noncommutative_updates() {
for size in [3, 4, 5, 8, 9, 17] {
let mut values = sample_affine_transforms(size);
let mut tree = SegmentTree::from_vec(&values, Affine::then);
for index in [0, size / 2, size - 1, 0] {
let replacement = Affine {
multiplier: 2,
offset: -3,
};
values[index] = replacement;
assert_eq!(tree.update(index, replacement), Ok(()));
assert_queries_match_slice(&tree, &values);
assert_eq!(tree.update(index, replacement), Ok(()));
assert_queries_match_slice(&tree, &values);
}
}
}

#[test]
fn test_noncommutative_empty_and_singleton_ranges() {
for size in [1, 4, 5, 8] {
let values = sample_affine_transforms(size);
let calls = Cell::new(0);
let tree = SegmentTree::from_vec(&values, |left: Affine, right| {
calls.set(calls.get() + 1);
left.then(right)
});
let calls_after_build = calls.get();
assert_eq!(
tree.query(values.len()..values.len()),
Err(SegmentTreeError::InvalidRange)
);
assert_eq!(calls.get(), calls_after_build);
for (index, value) in values.iter().enumerate() {
assert_eq!(tree.query(index..index), Ok(None));
assert_eq!(calls.get(), calls_after_build);
assert_eq!(tree.query(index..index + 1), Ok(Some(*value)));
assert_eq!(calls.get(), calls_after_build);
}
}
}

#[test]
fn test_min_segments() {
let vec = vec![-30, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8];
Expand Down
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