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// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors
//! Execution logic for MaskedArray - applies a validity mask to canonical arrays.
use std::sync::Arc;
use vortex_error::VortexResult;
use vortex_error::vortex_bail;
use crate::Canonical;
use crate::IntoArray;
use crate::arrays::BoolArray;
use crate::arrays::DecimalArray;
use crate::arrays::ExtensionArray;
use crate::arrays::FixedSizeListArray;
use crate::arrays::ListViewArray;
use crate::arrays::MaskedArray;
use crate::arrays::PrimitiveArray;
use crate::arrays::StructArray;
use crate::arrays::VarBinViewArray;
use crate::arrays::VariantArray;
use crate::arrays::bool::BoolArrayExt;
use crate::arrays::extension::ExtensionArrayExt;
use crate::arrays::fixed_size_list::FixedSizeListArrayExt;
use crate::arrays::listview::ListViewArrayExt;
use crate::arrays::struct_::StructArrayExt;
use crate::arrays::variant::VariantArrayExt;
use crate::builtins::ArrayBuiltins;
use crate::executor::ExecutionCtx;
use crate::validity::Validity;
/// TODO: replace usage of compute fn.
/// Apply a validity mask to a canonical array, ANDing with existing validity.
///
/// This is the core operation for MaskedArray execution - it intersects the child's
/// validity with the provided mask, marking additional positions as invalid.
pub fn mask_validity_canonical(
canonical: Canonical,
validity: Validity,
ctx: &mut ExecutionCtx,
) -> VortexResult<Canonical> {
Ok(match canonical {
n @ Canonical::Null(_) => n,
Canonical::Bool(a) => Canonical::Bool(mask_validity_bool(a, validity)?),
Canonical::Primitive(a) => Canonical::Primitive(mask_validity_primitive(a, validity)?),
Canonical::Decimal(a) => Canonical::Decimal(mask_validity_decimal(a, validity)?),
Canonical::VarBinView(a) => Canonical::VarBinView(mask_validity_varbinview(a, validity)?),
Canonical::List(a) => Canonical::List(mask_validity_listview(a, validity)?),
Canonical::FixedSizeList(a) => {
Canonical::FixedSizeList(mask_validity_fixed_size_list(a, validity)?)
}
Canonical::Struct(a) => Canonical::Struct(mask_validity_struct(a, validity)?),
Canonical::Union(_) => {
vortex_bail!("Masking UnionArray is not supported until null semantics are defined")
}
Canonical::Extension(a) => Canonical::Extension(mask_validity_extension(a, validity, ctx)?),
Canonical::Variant(a) => Canonical::Variant(mask_validity_variant(a, validity, ctx)?),
})
}
fn mask_validity_bool(array: BoolArray, mask: Validity) -> VortexResult<BoolArray> {
let new_validity = Validity::and(array.validity()?, mask)?;
Ok(BoolArray::new(array.to_bit_buffer(), new_validity))
}
fn mask_validity_primitive(
array: PrimitiveArray,
validity: Validity,
) -> VortexResult<PrimitiveArray> {
let ptype = array.ptype();
let new_validity = Validity::and(array.validity()?, validity)?;
// SAFETY: validity has same length as values
Ok(unsafe {
PrimitiveArray::new_unchecked_from_handle(
array.buffer_handle().clone(),
ptype,
new_validity,
)
})
}
fn mask_validity_decimal(array: DecimalArray, validity: Validity) -> VortexResult<DecimalArray> {
let new_validity = Validity::and(array.validity()?, validity)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
DecimalArray::new_unchecked_handle(
array.buffer_handle().clone(),
array.values_type(),
array.decimal_dtype(),
new_validity,
)
})
}
/// Mask validity for VarBinViewArray.
fn mask_validity_varbinview(
array: VarBinViewArray,
validity: Validity,
) -> VortexResult<VarBinViewArray> {
let dtype = array.dtype().as_nullable();
let new_validity = Validity::and(array.validity()?, validity)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
VarBinViewArray::new_handle_unchecked(
array.views_handle().clone(),
Arc::clone(array.data_buffers()),
dtype,
new_validity,
)
})
}
fn mask_validity_listview(array: ListViewArray, validity: Validity) -> VortexResult<ListViewArray> {
let new_validity = Validity::and(array.validity()?, validity)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
ListViewArray::new_unchecked(
array.elements().clone(),
array.offsets().clone(),
array.sizes().clone(),
new_validity,
)
})
}
fn mask_validity_fixed_size_list(
array: FixedSizeListArray,
validity: Validity,
) -> VortexResult<FixedSizeListArray> {
let len = array.len();
let list_size = array.list_size();
let new_validity = Validity::and(array.validity()?, validity)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
FixedSizeListArray::new_unchecked(array.elements().clone(), list_size, new_validity, len)
})
}
fn mask_validity_struct(array: StructArray, validity: Validity) -> VortexResult<StructArray> {
let len = array.len();
let new_validity = Validity::and(array.validity()?, validity)?;
let fields = array.unmasked_fields();
let struct_fields = array.struct_fields();
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe { StructArray::new_unchecked(fields, struct_fields.clone(), len, new_validity) })
}
fn mask_validity_extension(
array: ExtensionArray,
validity: Validity,
ctx: &mut ExecutionCtx,
) -> VortexResult<ExtensionArray> {
// For extension arrays, we need to mask the underlying storage
let storage = array.storage_array().clone().execute::<Canonical>(ctx)?;
let masked_storage = mask_validity_canonical(storage, validity, ctx)?;
let masked_storage = masked_storage.into_array();
Ok(ExtensionArray::new(
array
.ext_dtype()
.with_nullability(masked_storage.dtype().nullability()),
masked_storage,
))
}
fn mask_validity_variant(
array: VariantArray,
validity: Validity,
ctx: &mut ExecutionCtx,
) -> VortexResult<VariantArray> {
let core_storage = array.core_storage().clone();
let len = core_storage.len();
let core_validity = core_storage.validity()?;
let shredded_validity = validity.clone();
let masked_core_storage = match core_validity {
Validity::NonNullable | Validity::AllValid => {
// Core storage has no nulls, so wrap it in MaskedArray to apply the mask.
MaskedArray::try_new(core_storage, validity)?.into_array()
}
Validity::AllInvalid => {
// Already all-null, ANDing with any mask is still all-null.
core_storage
}
Validity::Array(_) => {
// Core storage already has nulls, but its physical validity layout depends on the
// actual encoding. Use the mask operation instead of rewriting a presumed slot.
core_storage.mask(validity.to_array(len))?
}
};
let masked_shredded = if let Some(shredded) = array.shredded() {
let canonical = shredded.clone().execute::<Canonical>(ctx)?;
Some(mask_validity_canonical(canonical, shredded_validity, ctx)?.into_array())
} else {
None
};
VariantArray::try_new(masked_core_storage, masked_shredded)
}