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4 changes: 4 additions & 0 deletions vortex-array/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -163,3 +163,7 @@ harness = false
[[bench]]
name = "dict_unreferenced_mask"
harness = false

[[bench]]
name = "varbinview_zip"
harness = false
82 changes: 82 additions & 0 deletions vortex-array/benches/varbinview_zip.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,82 @@
// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors

#![allow(clippy::unwrap_used)]

use divan::Bencher;
use vortex_array::IntoArray;
use vortex_array::arrays::VarBinViewArray;
use vortex_array::compute::zip;
use vortex_dtype::DType;
use vortex_dtype::Nullability;
use vortex_mask::Mask;

fn main() {
divan::main();
}

/// Benchmarks zip on VarBinView arrays with a highly fragmented mask (worst case for per-slice lookup paths).
#[divan::bench]
fn varbinview_zip_fragmented_mask(bencher: Bencher) {
let len = 65_536;
let if_true = fixture(len).into_array();
let if_false = other_fixture(len).into_array();
let mask = alternating_mask(len);

bencher
.with_inputs(|| (&if_true, &if_false, &mask))
.bench_refs(|(t, f, m)| {
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zip(t.as_ref(), f.as_ref(), m).unwrap();
});
}

/// Benchmarks zip on VarBinView arrays with blocky mask segments to contrast with the fragmented case.
#[divan::bench]
fn varbinview_zip_block_mask(bencher: Bencher) {
let len = 65_536;
let if_true = fixture(len).into_array();
let if_false = other_fixture(len).into_array();
let mask = block_mask(len, 128);

bencher
.with_inputs(|| (&if_true, &if_false, &mask))
.bench_refs(|(t, f, m)| {
zip(t.as_ref(), f.as_ref(), m).unwrap();
});
}

fn fixture(len: usize) -> VarBinViewArray {
VarBinViewArray::from_iter(
[
Some("short"),
None,
Some("this is a much longer string to force outlining"),
]
.into_iter()
.cycle()
.take(len),
DType::Utf8(Nullability::Nullable),
)
}

fn other_fixture(len: usize) -> VarBinViewArray {
VarBinViewArray::from_iter(
[
Some("different"),
Some("another longer string that will be outlined as well"),
None,
]
.into_iter()
.cycle()
.take(len),
DType::Utf8(Nullability::Nullable),
)
}

fn alternating_mask(len: usize) -> Mask {
Mask::from_iter((0..len).map(|i| i % 2 == 0))
}

fn block_mask(len: usize, block: usize) -> Mask {
Mask::from_iter((0..len).map(|i| (i / block) % 2 == 0))
}
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