use std::ops::BitAnd;
use std::sync::Arc;
use vortex_error::VortexResult;
use vortex_mask::Mask;
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::NullArray;
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::dtype::Nullability;
use crate::executor::ExecutionCtx;
use crate::match_each_decimal_value_type;
use crate::validity::Validity;
pub fn mask_validity_canonical(
canonical: Canonical,
validity_mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<Canonical> {
Ok(match canonical {
Canonical::Null(a) => Canonical::Null(mask_validity_null(a, validity_mask)),
Canonical::Bool(a) => Canonical::Bool(mask_validity_bool(a, validity_mask, ctx)?),
Canonical::Primitive(a) => {
Canonical::Primitive(mask_validity_primitive(a, validity_mask, ctx)?)
}
Canonical::Decimal(a) => Canonical::Decimal(mask_validity_decimal(a, validity_mask, ctx)?),
Canonical::VarBinView(a) => {
Canonical::VarBinView(mask_validity_varbinview(a, validity_mask, ctx)?)
}
Canonical::List(a) => Canonical::List(mask_validity_listview(a, validity_mask, ctx)?),
Canonical::FixedSizeList(a) => {
Canonical::FixedSizeList(mask_validity_fixed_size_list(a, validity_mask, ctx)?)
}
Canonical::Struct(a) => Canonical::Struct(mask_validity_struct(a, validity_mask, ctx)?),
Canonical::Extension(a) => {
Canonical::Extension(mask_validity_extension(a, validity_mask, ctx)?)
}
Canonical::Variant(a) => Canonical::Variant(mask_validity_variant(a, validity_mask, ctx)?),
})
}
fn combine_validity(
validity: &Validity,
mask: &Mask,
len: usize,
ctx: &mut ExecutionCtx,
) -> VortexResult<Validity> {
let current_mask = validity.execute_mask(len, ctx)?;
let combined = current_mask.bitand(mask);
Ok(Validity::from_mask(combined, Nullability::Nullable))
}
fn mask_validity_null(array: NullArray, _mask: &Mask) -> NullArray {
array
}
fn mask_validity_bool(
array: BoolArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<BoolArray> {
let len = array.len();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(BoolArray::new(array.to_bit_buffer(), new_validity))
}
fn mask_validity_primitive(
array: PrimitiveArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<PrimitiveArray> {
let len = array.len();
let ptype = array.ptype();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(unsafe {
PrimitiveArray::new_unchecked_from_handle(
array.buffer_handle().clone(),
ptype,
new_validity,
)
})
}
fn mask_validity_decimal(
array: DecimalArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<DecimalArray> {
let len = array.len();
let dec_dtype = array.decimal_dtype();
let values_type = array.values_type();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(match_each_decimal_value_type!(values_type, |T| {
let buffer = array.buffer::<T>();
unsafe { DecimalArray::new_unchecked(buffer, dec_dtype, new_validity) }
}))
}
fn mask_validity_varbinview(
array: VarBinViewArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<VarBinViewArray> {
let len = array.len();
let dtype = array.dtype().as_nullable();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(unsafe {
VarBinViewArray::new_handle_unchecked(
array.views_handle().clone(),
Arc::clone(array.data_buffers()),
dtype,
new_validity,
)
})
}
fn mask_validity_listview(
array: ListViewArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<ListViewArray> {
let len = array.len();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(unsafe {
ListViewArray::new_unchecked(
array.elements().clone(),
array.offsets().clone(),
array.sizes().clone(),
new_validity,
)
})
}
fn mask_validity_fixed_size_list(
array: FixedSizeListArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<FixedSizeListArray> {
let len = array.len();
let list_size = array.list_size();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
Ok(unsafe {
FixedSizeListArray::new_unchecked(array.elements().clone(), list_size, new_validity, len)
})
}
fn mask_validity_struct(
array: StructArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<StructArray> {
let len = array.len();
let new_validity = combine_validity(&array.validity()?, mask, len, ctx)?;
let fields = array.unmasked_fields();
let struct_fields = array.struct_fields();
Ok(unsafe { StructArray::new_unchecked(fields, struct_fields.clone(), len, new_validity) })
}
fn mask_validity_extension(
array: ExtensionArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<ExtensionArray> {
let storage = array.storage_array().clone().execute::<Canonical>(ctx)?;
let masked_storage = mask_validity_canonical(storage, mask, 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,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<VariantArray> {
let child = array.child().clone();
let len = child.len();
let child_validity = child.validity()?;
match child_validity {
Validity::NonNullable | Validity::AllValid => {
let new_validity = Validity::from_mask(mask.clone(), Nullability::Nullable);
let masked_child = MaskedArray::try_new(child, new_validity)?;
Ok(VariantArray::new(masked_child.into_array()))
}
Validity::AllInvalid => {
Ok(array)
}
Validity::Array(_) => {
let combined = combine_validity(&child_validity, mask, len, ctx)?;
let new_child = child.with_slot(0, combined.to_array(len))?;
Ok(VariantArray::new(new_child))
}
}
}