Skip to content

Speedup filter_bytes ~-20-40%, filter_native low selectivity (~-37%) #7463

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 9 commits into
base: main
Choose a base branch
from
62 changes: 42 additions & 20 deletions arrow-select/src/filter.rs
Original file line number Diff line number Diff line change
Expand Up @@ -554,36 +554,33 @@ fn filter_boolean(array: &BooleanArray, predicate: &FilterPredicate) -> BooleanA
fn filter_native<T: ArrowNativeType>(values: &[T], predicate: &FilterPredicate) -> Buffer {
assert!(values.len() >= predicate.filter.len());

let buffer = match &predicate.strategy {
match &predicate.strategy {
IterationStrategy::SlicesIterator => {
let mut buffer = MutableBuffer::with_capacity(predicate.count * T::get_byte_width());
let mut buffer = Vec::with_capacity(predicate.count);
for (start, end) in SlicesIterator::new(&predicate.filter) {
buffer.extend_from_slice(&values[start..end]);
}
buffer
buffer.into()
}
IterationStrategy::Slices(slices) => {
let mut buffer = MutableBuffer::with_capacity(predicate.count * T::get_byte_width());
let mut buffer = Vec::with_capacity(predicate.count);
for (start, end) in slices {
buffer.extend_from_slice(&values[*start..*end]);
}
buffer
buffer.into()
}
IterationStrategy::IndexIterator => {
let iter = IndexIterator::new(&predicate.filter, predicate.count).map(|x| values[x]);

// SAFETY: IndexIterator is trusted length
unsafe { MutableBuffer::from_trusted_len_iter(iter) }
unsafe { MutableBuffer::from_trusted_len_iter(iter) }.into()
}
IterationStrategy::Indices(indices) => {
let iter = indices.iter().map(|x| values[*x]);
// SAFETY: `Vec::iter` is trusted length
unsafe { MutableBuffer::from_trusted_len_iter(iter) }
iter.collect::<Vec<_>>().into()
}
IterationStrategy::All | IterationStrategy::None => unreachable!(),
};

buffer.into()
}
}

/// `filter` implementation for primitive arrays
Expand Down Expand Up @@ -656,29 +653,46 @@ where
(start, end, len)
}

/// Extends the in-progress array by the indexes in the provided iterator
fn extend_idx(&mut self, iter: impl Iterator<Item = usize>) {
fn extend_offsets_idx(&mut self, iter: impl Iterator<Item = usize>) {
self.dst_offsets.extend(iter.map(|idx| {
let start = self.src_offsets[idx].as_usize();
let end = self.src_offsets[idx + 1].as_usize();
let len = OffsetSize::from_usize(end - start).expect("illegal offset range");
self.cur_offset += len;
self.dst_values
.extend_from_slice(&self.src_values[start..end]);

self.cur_offset
}));
}

/// Extends the in-progress array by the ranges in the provided iterator
fn extend_slices(&mut self, iter: impl Iterator<Item = (usize, usize)>) {
/// Extends the in-progress array by the indexes in the provided iterator
fn extend_idx(&mut self, iter: impl Iterator<Item = usize>) {
self.dst_values.reserve_exact(self.cur_offset.as_usize());

for idx in iter {
let start = self.src_offsets[idx].as_usize();
let end = self.src_offsets[idx + 1].as_usize();
self.dst_values
.extend_from_slice(&self.src_values[start..end]);
}
}

fn extend_offsets_slices(&mut self, iter: impl Iterator<Item = (usize, usize)>, count: usize) {
self.dst_offsets.reserve_exact(count);
for (start, end) in iter {
// These can only fail if `array` contains invalid data
for idx in start..end {
let (_, _, len) = self.get_value_range(idx);
self.cur_offset += len;
self.dst_offsets.push(self.cur_offset); // push_unchecked?
self.dst_offsets.push(self.cur_offset);
}
}
}

/// Extends the in-progress array by the ranges in the provided iterator
fn extend_slices(&mut self, iter: impl Iterator<Item = (usize, usize)>) {
self.dst_values.reserve_exact(self.cur_offset.as_usize());

for (start, end) in iter {
let value_start = self.get_value_offset(start);
let value_end = self.get_value_offset(end);
self.dst_values
Expand All @@ -699,13 +713,21 @@ where

match &predicate.strategy {
IterationStrategy::SlicesIterator => {
filter.extend_offsets_slices(SlicesIterator::new(&predicate.filter), predicate.count);
filter.extend_slices(SlicesIterator::new(&predicate.filter))
}
IterationStrategy::Slices(slices) => filter.extend_slices(slices.iter().cloned()),
IterationStrategy::Slices(slices) => {
filter.extend_offsets_slices(slices.iter().cloned(), predicate.count);
filter.extend_slices(slices.iter().cloned())
}
IterationStrategy::IndexIterator => {
filter.extend_offsets_idx(IndexIterator::new(&predicate.filter, predicate.count));
filter.extend_idx(IndexIterator::new(&predicate.filter, predicate.count))
}
IterationStrategy::Indices(indices) => filter.extend_idx(indices.iter().cloned()),
IterationStrategy::Indices(indices) => {
filter.extend_offsets_idx(indices.iter().cloned());
filter.extend_idx(indices.iter().cloned())
}
IterationStrategy::All | IterationStrategy::None => unreachable!(),
}

Expand Down
Loading