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Copy pathpaired_chunks.rs
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258 lines (227 loc) · 7.8 KB
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// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors
use std::ops::Range;
use vortex_error::VortexResult;
use crate::ArrayRef;
use crate::arrays::ChunkedArray;
/// A pre-sliced, aligned pair of array chunks from two `ChunkedArray`s.
pub(crate) struct AlignedPair {
pub left: ArrayRef,
pub right: ArrayRef,
pub pos: Range<usize>,
}
/// An iterator that walks two equally-sized `ChunkedArray`s in lockstep,
/// yielding aligned `(left, right)` slices at every chunk boundary of either
/// input. Empty chunks are skipped automatically.
pub(crate) struct PairedChunks<'a> {
left: &'a ChunkedArray,
right: &'a ChunkedArray,
lhs_idx: usize,
rhs_idx: usize,
lhs_offset: usize,
rhs_offset: usize,
pos: usize,
total_len: usize,
}
impl ChunkedArray {
/// Returns an iterator that walks `self` and `other` in lockstep, yielding
/// [`AlignedPair`]s sliced at every chunk boundary of either input.
///
/// # Panics
///
/// Panics if `self.len() != other.len()`.
pub(crate) fn paired_chunks<'a>(&'a self, other: &'a ChunkedArray) -> PairedChunks<'a> {
assert_eq!(
self.len(),
other.len(),
"paired_chunks requires arrays of equal length"
);
PairedChunks {
left: self,
right: other,
lhs_idx: 0,
rhs_idx: 0,
lhs_offset: 0,
rhs_offset: 0,
pos: 0,
total_len: self.len(),
}
}
}
impl Iterator for PairedChunks<'_> {
type Item = VortexResult<AlignedPair>;
fn next(&mut self) -> Option<Self::Item> {
// Skip empty chunks on either side.
while self.lhs_idx < self.left.nchunks() && self.left.chunk(self.lhs_idx).is_empty() {
self.lhs_idx += 1;
}
while self.rhs_idx < self.right.nchunks() && self.right.chunk(self.rhs_idx).is_empty() {
self.rhs_idx += 1;
}
if self.pos >= self.total_len {
return None;
}
let lhs_chunk = self.left.chunk(self.lhs_idx);
let rhs_chunk = self.right.chunk(self.rhs_idx);
let lhs_rem = lhs_chunk.len() - self.lhs_offset;
let rhs_rem = rhs_chunk.len() - self.rhs_offset;
let take = lhs_rem.min(rhs_rem);
let lhs_slice = match lhs_chunk.slice(self.lhs_offset..self.lhs_offset + take) {
Ok(s) => s,
Err(e) => return Some(Err(e)),
};
let rhs_slice = match rhs_chunk.slice(self.rhs_offset..self.rhs_offset + take) {
Ok(s) => s,
Err(e) => return Some(Err(e)),
};
let start = self.pos;
self.pos += take;
self.lhs_offset += take;
self.rhs_offset += take;
if self.lhs_offset == lhs_chunk.len() {
self.lhs_idx += 1;
self.lhs_offset = 0;
}
if self.rhs_offset == rhs_chunk.len() {
self.rhs_idx += 1;
self.rhs_offset = 0;
}
Some(Ok(AlignedPair {
left: lhs_slice,
right: rhs_slice,
pos: start..self.pos,
}))
}
}
#[cfg(test)]
mod tests {
use vortex_buffer::buffer;
use vortex_error::VortexResult;
use crate::IntoArray;
use crate::arrays::ChunkedArray;
use crate::dtype::DType;
use crate::dtype::Nullability;
use crate::dtype::PType;
fn i32_dtype() -> DType {
DType::Primitive(PType::I32, Nullability::NonNullable)
}
#[allow(clippy::type_complexity)]
fn collect_pairs(
left: &ChunkedArray,
right: &ChunkedArray,
) -> VortexResult<Vec<(Vec<i32>, Vec<i32>, std::ops::Range<usize>)>> {
use crate::ToCanonical;
let mut result = Vec::new();
for pair in left.paired_chunks(right) {
let pair = pair?;
let l: Vec<i32> = pair.left.to_primitive().as_slice::<i32>().to_vec();
let r: Vec<i32> = pair.right.to_primitive().as_slice::<i32>().to_vec();
result.push((l, r, pair.pos));
}
Ok(result)
}
#[test]
fn test_aligned_chunks() -> VortexResult<()> {
let left = ChunkedArray::try_new(
vec![buffer![1i32, 2].into_array(), buffer![3i32, 4].into_array()],
i32_dtype(),
)?;
let right = ChunkedArray::try_new(
vec![
buffer![10i32, 20].into_array(),
buffer![30i32, 40].into_array(),
],
i32_dtype(),
)?;
let pairs = collect_pairs(&left, &right)?;
assert_eq!(pairs.len(), 2);
assert_eq!(pairs[0], (vec![1, 2], vec![10, 20], 0..2));
assert_eq!(pairs[1], (vec![3, 4], vec![30, 40], 2..4));
Ok(())
}
#[test]
fn test_misaligned_chunks() -> VortexResult<()> {
let left = ChunkedArray::try_new(
vec![
buffer![1i32, 2].into_array(),
buffer![3i32].into_array(),
buffer![4i32, 5].into_array(),
],
i32_dtype(),
)?;
let right = ChunkedArray::try_new(
vec![
buffer![10i32].into_array(),
buffer![20i32, 30].into_array(),
buffer![40i32, 50].into_array(),
],
i32_dtype(),
)?;
let pairs = collect_pairs(&left, &right)?;
// Left: [1,2] [3] [4,5] → boundaries at 0,2,3,5
// Right: [10] [20,30] [40,50] → boundaries at 0,1,3,5
// Aligned at: 0,1,2,3,5
assert_eq!(pairs.len(), 4);
assert_eq!(pairs[0], (vec![1], vec![10], 0..1));
assert_eq!(pairs[1], (vec![2], vec![20], 1..2));
assert_eq!(pairs[2], (vec![3], vec![30], 2..3));
assert_eq!(pairs[3], (vec![4, 5], vec![40, 50], 3..5));
Ok(())
}
#[test]
fn test_empty_chunks() -> VortexResult<()> {
let left = ChunkedArray::try_new(
vec![
buffer![0i32; 0].into_array(),
buffer![1i32, 2, 3].into_array(),
],
i32_dtype(),
)?;
let right = ChunkedArray::try_new(
vec![
buffer![10i32, 20, 30].into_array(),
buffer![0i32; 0].into_array(),
],
i32_dtype(),
)?;
let pairs = collect_pairs(&left, &right)?;
assert_eq!(pairs.len(), 1);
assert_eq!(pairs[0], (vec![1, 2, 3], vec![10, 20, 30], 0..3));
Ok(())
}
#[test]
fn test_single_element_chunks() -> VortexResult<()> {
let left = ChunkedArray::try_new(
vec![
buffer![1i32].into_array(),
buffer![2i32].into_array(),
buffer![3i32].into_array(),
],
i32_dtype(),
)?;
let right = ChunkedArray::try_new(vec![buffer![10i32, 20, 30].into_array()], i32_dtype())?;
let pairs = collect_pairs(&left, &right)?;
assert_eq!(pairs.len(), 3);
assert_eq!(pairs[0], (vec![1], vec![10], 0..1));
assert_eq!(pairs[1], (vec![2], vec![20], 1..2));
assert_eq!(pairs[2], (vec![3], vec![30], 2..3));
Ok(())
}
#[test]
fn test_both_empty() -> VortexResult<()> {
let left = ChunkedArray::try_new(vec![], i32_dtype())?;
let right = ChunkedArray::try_new(vec![], i32_dtype())?;
let pairs = collect_pairs(&left, &right)?;
assert!(pairs.is_empty());
Ok(())
}
#[test]
#[should_panic(expected = "paired_chunks requires arrays of equal length")]
fn test_length_mismatch_panics() {
let left = ChunkedArray::try_new(vec![buffer![1i32, 2].into_array()], i32_dtype()).unwrap();
let right =
ChunkedArray::try_new(vec![buffer![10i32, 20, 30].into_array()], i32_dtype()).unwrap();
// Should panic.
drop(left.paired_chunks(&right).collect::<Vec<_>>());
}
}