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perf: remove ExecutionCtx from OperationsVTable::scalar_at #7417

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c0adb3e
perf: remove ExecutionCtx from OperationsVTable::scalar_at
0ax1 Apr 13, 2026
f70e241
perf: replace execute with downcast in Patched::scalar_at
0ax1 Apr 13, 2026
242101f
pco and zstd
0ax1 Apr 13, 2026
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4 changes: 2 additions & 2 deletions encodings/alp/public-api.lock
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Expand Up @@ -56,7 +56,7 @@ pub fn vortex_alp::ALP::validate(&self, data: &vortex_alp::ALPData, dtype: &vort

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_alp::ALP> for vortex_alp::ALP

pub fn vortex_alp::ALP::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_alp::ALP>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_alp::ALP::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_alp::ALP>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityChild<vortex_alp::ALP> for vortex_alp::ALP

Expand Down Expand Up @@ -194,7 +194,7 @@ pub fn vortex_alp::ALPRD::validate(&self, data: &vortex_alp::ALPRDData, dtype: &

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_alp::ALPRD> for vortex_alp::ALPRD

pub fn vortex_alp::ALPRD::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_alp::ALPRD>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_alp::ALPRD::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_alp::ALPRD>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityChild<vortex_alp::ALPRD> for vortex_alp::ALPRD

Expand Down
7 changes: 1 addition & 6 deletions encodings/alp/src/alp/ops.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
use vortex_error::VortexExpect;
Expand All @@ -15,11 +14,7 @@ use crate::ALPFloat;
use crate::match_each_alp_float_ptype;

impl OperationsVTable<ALP> for ALP {
fn scalar_at(
array: ArrayView<'_, ALP>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, ALP>, index: usize) -> VortexResult<Scalar> {
if let Some(patches) = array.patches()
&& let Some(patch) = patches.get_patched(index)?
{
Expand Down
7 changes: 1 addition & 6 deletions encodings/alp/src/alp_rd/ops.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::dtype::PType;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
Expand All @@ -13,11 +12,7 @@ use crate::ALPRD;
use crate::ALPRDArrayExt;

impl OperationsVTable<ALPRD> for ALPRD {
fn scalar_at(
array: ArrayView<'_, ALPRD>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, ALPRD>, index: usize) -> VortexResult<Scalar> {
// The left value can either be a direct value, or an exception.
// The exceptions array represents exception positions with non-null values.
let maybe_patched_value = match array.left_parts_patches() {
Expand Down
2 changes: 1 addition & 1 deletion encodings/bytebool/public-api.lock
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Expand Up @@ -52,7 +52,7 @@ pub fn vortex_bytebool::ByteBool::validate(&self, data: &Self::ArrayData, dtype:

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_bytebool::ByteBool> for vortex_bytebool::ByteBool

pub fn vortex_bytebool::ByteBool::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_bytebool::ByteBool>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_bytebool::ByteBool::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_bytebool::ByteBool>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_bytebool::ByteBool> for vortex_bytebool::ByteBool

Expand Down
6 changes: 1 addition & 5 deletions encodings/bytebool/src/array.rs
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Expand Up @@ -319,11 +319,7 @@ impl ValidityVTable<ByteBool> for ByteBool {
}

impl OperationsVTable<ByteBool> for ByteBool {
fn scalar_at(
array: ArrayView<'_, ByteBool>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, ByteBool>, index: usize) -> VortexResult<Scalar> {
Ok(Scalar::bool(
array.buffer.as_host()[index] == 1,
array.dtype().nullability(),
Expand Down
2 changes: 1 addition & 1 deletion encodings/datetime-parts/public-api.lock
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Expand Up @@ -50,7 +50,7 @@ pub fn vortex_datetime_parts::DateTimeParts::validate(&self, _data: &Self::Array

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_datetime_parts::DateTimeParts> for vortex_datetime_parts::DateTimeParts

pub fn vortex_datetime_parts::DateTimeParts::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_datetime_parts::DateTimeParts>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_datetime_parts::DateTimeParts::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_datetime_parts::DateTimeParts>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityChild<vortex_datetime_parts::DateTimeParts> for vortex_datetime_parts::DateTimeParts

Expand Down
7 changes: 1 addition & 6 deletions encodings/datetime-parts/src/ops.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::dtype::DType;
use vortex_array::extension::datetime::Timestamp;
use vortex_array::scalar::Scalar;
Expand All @@ -17,11 +16,7 @@ use crate::timestamp;
use crate::timestamp::TimestampParts;

impl OperationsVTable<DateTimeParts> for DateTimeParts {
fn scalar_at(
array: ArrayView<'_, DateTimeParts>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, DateTimeParts>, index: usize) -> VortexResult<Scalar> {
let DType::Extension(ext) = array.dtype().clone() else {
vortex_panic!(
"DateTimePartsArray must have extension dtype, found {}",
Expand Down
2 changes: 1 addition & 1 deletion encodings/decimal-byte-parts/public-api.lock
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Expand Up @@ -48,7 +48,7 @@ pub fn vortex_decimal_byte_parts::DecimalByteParts::validate(&self, _data: &Self

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_decimal_byte_parts::DecimalByteParts> for vortex_decimal_byte_parts::DecimalByteParts

pub fn vortex_decimal_byte_parts::DecimalByteParts::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_decimal_byte_parts::DecimalByteParts>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_decimal_byte_parts::DecimalByteParts::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_decimal_byte_parts::DecimalByteParts>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityChild<vortex_decimal_byte_parts::DecimalByteParts> for vortex_decimal_byte_parts::DecimalByteParts

Expand Down
6 changes: 1 addition & 5 deletions encodings/decimal-byte-parts/src/decimal_byte_parts/mod.rs
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Expand Up @@ -300,11 +300,7 @@ fn to_canonical_decimal(
}

impl OperationsVTable<DecimalByteParts> for DecimalByteParts {
fn scalar_at(
array: ArrayView<'_, DecimalByteParts>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, DecimalByteParts>, index: usize) -> VortexResult<Scalar> {
// TODO(joe): support parts len != 1
let scalar = array.msp().scalar_at(index)?;

Expand Down
8 changes: 4 additions & 4 deletions encodings/fastlanes/public-api.lock
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Expand Up @@ -170,7 +170,7 @@ pub fn vortex_fastlanes::BitPacked::validate(&self, data: &Self::ArrayData, dtyp

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_fastlanes::BitPacked> for vortex_fastlanes::BitPacked

pub fn vortex_fastlanes::BitPacked::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::BitPacked>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_fastlanes::BitPacked::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::BitPacked>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_fastlanes::BitPacked> for vortex_fastlanes::BitPacked

Expand Down Expand Up @@ -324,7 +324,7 @@ pub fn vortex_fastlanes::Delta::validate(&self, data: &Self::ArrayData, dtype: &

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_fastlanes::Delta> for vortex_fastlanes::Delta

pub fn vortex_fastlanes::Delta::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::Delta>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_fastlanes::Delta::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::Delta>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_fastlanes::Delta> for vortex_fastlanes::Delta

Expand Down Expand Up @@ -414,7 +414,7 @@ pub fn vortex_fastlanes::FoR::validate(&self, data: &Self::ArrayData, dtype: &vo

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_fastlanes::FoR> for vortex_fastlanes::FoR

pub fn vortex_fastlanes::FoR::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::FoR>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_fastlanes::FoR::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::FoR>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityChild<vortex_fastlanes::FoR> for vortex_fastlanes::FoR

Expand Down Expand Up @@ -522,7 +522,7 @@ pub fn vortex_fastlanes::RLE::validate(&self, data: &Self::ArrayData, dtype: &vo

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_fastlanes::RLE> for vortex_fastlanes::RLE

pub fn vortex_fastlanes::RLE::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::RLE>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_fastlanes::RLE::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fastlanes::RLE>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_fastlanes::RLE> for vortex_fastlanes::RLE

Expand Down
7 changes: 1 addition & 6 deletions encodings/fastlanes/src/bitpacking/vtable/operations.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
use vortex_error::VortexResult;
Expand All @@ -11,11 +10,7 @@ use crate::BitPacked;
use crate::bitpack_decompress;
use crate::bitpacking::array::BitPackedArrayExt;
impl OperationsVTable<BitPacked> for BitPacked {
fn scalar_at(
array: ArrayView<'_, BitPacked>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, BitPacked>, index: usize) -> VortexResult<Scalar> {
Ok(
if let Some(patches) = array.patches()
&& let Some(patch) = patches.get_patched(index)?
Expand Down
7 changes: 1 addition & 6 deletions encodings/fastlanes/src/delta/vtable/operations.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::IntoArray;
use vortex_array::ToCanonical;
use vortex_array::scalar::Scalar;
Expand All @@ -11,11 +10,7 @@ use vortex_error::VortexResult;

use super::Delta;
impl OperationsVTable<Delta> for Delta {
fn scalar_at(
array: ArrayView<'_, Delta>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, Delta>, index: usize) -> VortexResult<Scalar> {
let decompressed = array.array().slice(index..index + 1)?.to_primitive();
decompressed.into_array().scalar_at(0)
}
Expand Down
7 changes: 1 addition & 6 deletions encodings/fastlanes/src/for/vtable/operations.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::match_each_integer_ptype;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
Expand All @@ -12,11 +11,7 @@ use vortex_error::VortexResult;
use super::FoR;
use crate::r#for::array::FoRArrayExt;
impl OperationsVTable<FoR> for FoR {
fn scalar_at(
array: ArrayView<'_, FoR>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, FoR>, index: usize) -> VortexResult<Scalar> {
let encoded_pvalue = array.encoded().scalar_at(index)?;
let encoded_pvalue = encoded_pvalue.as_primitive();
let reference = array.reference_scalar();
Expand Down
7 changes: 1 addition & 6 deletions encodings/fastlanes/src/rle/vtable/operations.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
use vortex_error::VortexExpect;
Expand All @@ -13,11 +12,7 @@ use crate::FL_CHUNK_SIZE;
use crate::rle::RLEArrayExt;

impl OperationsVTable<RLE> for RLE {
fn scalar_at(
array: ArrayView<'_, RLE>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, RLE>, index: usize) -> VortexResult<Scalar> {
let offset_in_chunk = array.offset();
let chunk_relative_idx = array.indices().scalar_at(offset_in_chunk + index)?;

Expand Down
2 changes: 1 addition & 1 deletion encodings/fsst/public-api.lock
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Expand Up @@ -50,7 +50,7 @@ pub fn vortex_fsst::FSST::validate(&self, data: &Self::ArrayData, dtype: &vortex

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_fsst::FSST> for vortex_fsst::FSST

pub fn vortex_fsst::FSST::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fsst::FSST>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_fsst::FSST::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_fsst::FSST>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_fsst::FSST> for vortex_fsst::FSST

Expand Down
7 changes: 1 addition & 6 deletions encodings/fsst/src/ops.rs
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Expand Up @@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::arrays::varbin::varbin_scalar;
use vortex_array::scalar::Scalar;
use vortex_array::vtable::OperationsVTable;
Expand All @@ -14,11 +13,7 @@ use crate::FSST;
use crate::FSSTArrayExt;

impl OperationsVTable<FSST> for FSST {
fn scalar_at(
array: ArrayView<'_, FSST>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, FSST>, index: usize) -> VortexResult<Scalar> {
let compressed = array.codes().scalar_at(index)?;
let binary_datum = compressed.as_binary().value().vortex_expect("non-null");

Expand Down
7 changes: 1 addition & 6 deletions encodings/parquet-variant/src/operations.rs
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Expand Up @@ -7,7 +7,6 @@ use chrono::Timelike;
use parquet_variant::Variant as PqVariant;
use vortex_array::ArrayRef;
use vortex_array::ArrayView;
use vortex_array::ExecutionCtx;
use vortex_array::dtype::DType;
use vortex_array::dtype::DecimalDType;
use vortex_array::dtype::FieldName;
Expand Down Expand Up @@ -38,11 +37,7 @@ impl OperationsVTable<ParquetVariant> for ParquetVariant {
/// | non-NULL | NULL | Un-shredded: decode from metadata + value bytes |
/// | NULL | non-NULL | Perfectly shredded: use typed_value directly |
/// | non-NULL | non-NULL | Partially shredded object (typed_value takes priority) |
fn scalar_at(
array: ArrayView<'_, ParquetVariant>,
index: usize,
_ctx: &mut ExecutionCtx,
) -> VortexResult<Scalar> {
fn scalar_at(array: ArrayView<'_, ParquetVariant>, index: usize) -> VortexResult<Scalar> {
if array.validity()?.is_null(index)? {
return Ok(Scalar::null(DType::Variant(Nullability::Nullable)));
}
Expand Down
4 changes: 2 additions & 2 deletions encodings/pco/public-api.lock
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Expand Up @@ -46,7 +46,7 @@ pub fn vortex_pco::Pco::validate(&self, data: &vortex_pco::PcoData, dtype: &vort

impl vortex_array::array::vtable::operations::OperationsVTable<vortex_pco::Pco> for vortex_pco::Pco

pub fn vortex_pco::Pco::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_pco::Pco>, index: usize, _ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>
pub fn vortex_pco::Pco::scalar_at(array: vortex_array::array::view::ArrayView<'_, vortex_pco::Pco>, index: usize) -> vortex_error::VortexResult<vortex_array::scalar::Scalar>

impl vortex_array::array::vtable::validity::ValidityVTable<vortex_pco::Pco> for vortex_pco::Pco

Expand Down Expand Up @@ -86,7 +86,7 @@ pub struct vortex_pco::PcoData

impl vortex_pco::PcoData

pub fn vortex_pco::PcoData::decompress(&self, unsliced_validity: &vortex_array::validity::Validity, ctx: &mut vortex_array::executor::ExecutionCtx) -> vortex_error::VortexResult<vortex_array::arrays::primitive::vtable::PrimitiveArray>
pub fn vortex_pco::PcoData::decompress(&self, unsliced_validity: &vortex_array::validity::Validity, unsliced_mask: &vortex_mask::Mask) -> vortex_error::VortexResult<vortex_array::arrays::primitive::vtable::PrimitiveArray>

pub fn vortex_pco::PcoData::from_array(array: vortex_array::array::erased::ArrayRef, level: usize, nums_per_page: usize) -> vortex_error::VortexResult<Self>

Expand Down
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