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203 changes: 24 additions & 179 deletions parquet-variant-compute/src/shred_variant.rs
Original file line number Diff line number Diff line change
Expand Up @@ -19,19 +19,17 @@

use crate::variant_array::{ShreddedVariantFieldArray, StructArrayBuilder};
use crate::variant_to_arrow::{
PrimitiveVariantToArrowRowBuilder, make_primitive_variant_to_arrow_row_builder,
ArrayVariantToArrowRowBuilder, PrimitiveVariantToArrowRowBuilder,
make_primitive_variant_to_arrow_row_builder,
};
use crate::{VariantArray, VariantValueArrayBuilder};
use arrow::array::{
ArrayRef, BinaryViewArray, GenericListArray, GenericListViewArray, NullBufferBuilder,
OffsetSizeTrait,
};
use arrow::buffer::{NullBuffer, OffsetBuffer, ScalarBuffer};
use arrow::array::{ArrayRef, BinaryViewArray, NullBufferBuilder};
use arrow::buffer::NullBuffer;
use arrow::compute::CastOptions;
use arrow::datatypes::{ArrowNativeTypeOp, DataType, Field, FieldRef, Fields, TimeUnit};
use arrow::datatypes::{DataType, Field, FieldRef, Fields, TimeUnit};
use arrow::error::{ArrowError, Result};
use indexmap::IndexMap;
use parquet_variant::{Variant, VariantBuilderExt, VariantList, VariantPath, VariantPathElement};
use parquet_variant::{Variant, VariantBuilderExt, VariantPath, VariantPathElement};
use std::collections::BTreeMap;
use std::sync::Arc;

Expand Down Expand Up @@ -123,19 +121,15 @@ pub(crate) fn make_variant_to_shredded_variant_arrow_row_builder<'a>(
DataType::List(_)
| DataType::LargeList(_)
| DataType::ListView(_)
| DataType::LargeListView(_) => {
| DataType::LargeListView(_)
| DataType::FixedSizeList(..) => {
let typed_value_builder = VariantToShreddedArrayVariantRowBuilder::try_new(
data_type,
cast_options,
capacity,
)?;
VariantToShreddedVariantRowBuilder::Array(typed_value_builder)
}
DataType::FixedSizeList(..) => {
return Err(ArrowError::NotYetImplemented(
"Shredding variant array values as fixed-size lists".to_string(),
));
}
// Supported shredded primitive types, see Variant shredding spec:
// https://github.com/apache/parquet-format/blob/master/VariantShredding.md#shredded-value-types
DataType::Boolean
Expand Down Expand Up @@ -312,171 +306,6 @@ impl<'a> VariantToShreddedArrayVariantRowBuilder<'a> {
}
}

enum ArrayVariantToArrowRowBuilder<'a> {
List(VariantToListArrowRowBuilder<'a, i32, false>),
LargeList(VariantToListArrowRowBuilder<'a, i64, false>),
ListView(VariantToListArrowRowBuilder<'a, i32, true>),
LargeListView(VariantToListArrowRowBuilder<'a, i64, true>),
}

impl<'a> ArrayVariantToArrowRowBuilder<'a> {
fn try_new(
data_type: &'a DataType,
cast_options: &'a CastOptions,
capacity: usize,
) -> Result<Self> {
use ArrayVariantToArrowRowBuilder::*;

// Make List/ListView builders without repeating the constructor boilerplate.
macro_rules! make_list_builder {
($variant:ident, $offset:ty, $is_view:expr, $field:ident) => {
$variant(VariantToListArrowRowBuilder::<$offset, $is_view>::try_new(
$field.clone(),
$field.data_type(),
cast_options,
capacity,
)?)
};
}

let builder = match data_type {
DataType::List(field) => make_list_builder!(List, i32, false, field),
DataType::LargeList(field) => make_list_builder!(LargeList, i64, false, field),
DataType::ListView(field) => make_list_builder!(ListView, i32, true, field),
DataType::LargeListView(field) => make_list_builder!(LargeListView, i64, true, field),
other => {
return Err(ArrowError::InvalidArgumentError(format!(
"Casting to {other:?} is not applicable for array Variant types"
)));
}
};
Ok(builder)
}

fn append_null(&mut self) {
match self {
Self::List(builder) => builder.append_null(),
Self::LargeList(builder) => builder.append_null(),
Self::ListView(builder) => builder.append_null(),
Self::LargeListView(builder) => builder.append_null(),
}
}

fn append_value(&mut self, list: VariantList<'_, '_>) -> Result<()> {
match self {
Self::List(builder) => builder.append_value(list),
Self::LargeList(builder) => builder.append_value(list),
Self::ListView(builder) => builder.append_value(list),
Self::LargeListView(builder) => builder.append_value(list),
}
}

fn finish(self) -> Result<ArrayRef> {
match self {
Self::List(builder) => builder.finish(),
Self::LargeList(builder) => builder.finish(),
Self::ListView(builder) => builder.finish(),
Self::LargeListView(builder) => builder.finish(),
}
}
}

struct VariantToListArrowRowBuilder<'a, O, const IS_VIEW: bool>
where
O: OffsetSizeTrait + ArrowNativeTypeOp,
{
field: FieldRef,
offsets: Vec<O>,
element_builder: Box<VariantToShreddedVariantRowBuilder<'a>>,
nulls: NullBufferBuilder,
current_offset: O,
}

impl<'a, O, const IS_VIEW: bool> VariantToListArrowRowBuilder<'a, O, IS_VIEW>
where
O: OffsetSizeTrait + ArrowNativeTypeOp,
{
fn try_new(
field: FieldRef,
element_data_type: &'a DataType,
cast_options: &'a CastOptions,
capacity: usize,
) -> Result<Self> {
if capacity >= isize::MAX as usize {
return Err(ArrowError::ComputeError(
"Capacity exceeds isize::MAX when reserving list offsets".to_string(),
));
}
let mut offsets = Vec::with_capacity(capacity + 1);
offsets.push(O::ZERO);
let element_builder = make_variant_to_shredded_variant_arrow_row_builder(
element_data_type,
cast_options,
capacity,
false,
)?;
Ok(Self {
field,
offsets,
element_builder: Box::new(element_builder),
nulls: NullBufferBuilder::new(capacity),
current_offset: O::ZERO,
})
}

fn append_null(&mut self) {
self.offsets.push(self.current_offset);
self.nulls.append_null();
}

fn append_value(&mut self, list: VariantList<'_, '_>) -> Result<()> {
for element in list.iter() {
self.element_builder.append_value(element)?;
self.current_offset = self.current_offset.add_checked(O::ONE)?;
}
self.offsets.push(self.current_offset);
self.nulls.append_non_null();
Ok(())
}

fn finish(mut self) -> Result<ArrayRef> {
let (value, typed_value, nulls) = self.element_builder.finish()?;
let element_array =
ShreddedVariantFieldArray::from_parts(Some(value), Some(typed_value), nulls);
let field = Arc::new(
self.field
.as_ref()
.clone()
.with_data_type(element_array.data_type().clone()),
);

if IS_VIEW {
// NOTE: `offsets` is never empty (constructor pushes an entry)
let mut sizes = Vec::with_capacity(self.offsets.len() - 1);
for i in 1..self.offsets.len() {
sizes.push(self.offsets[i] - self.offsets[i - 1]);
}
self.offsets.pop();
let list_view_array = GenericListViewArray::<O>::new(
field,
ScalarBuffer::from(self.offsets),
ScalarBuffer::from(sizes),
ArrayRef::from(element_array),
self.nulls.finish(),
);
Ok(Arc::new(list_view_array))
} else {
let list_array = GenericListArray::<O>::new(
field,
OffsetBuffer::<O>::new(ScalarBuffer::from(self.offsets)),
ArrayRef::from(element_array),
self.nulls.finish(),
);
Ok(Arc::new(list_array))
}
}
}

pub(crate) struct VariantToShreddedObjectVariantRowBuilder<'a> {
value_builder: VariantValueArrayBuilder,
typed_value_builders: IndexMap<&'a str, VariantToShreddedVariantRowBuilder<'a>>,
Expand Down Expand Up @@ -1513,6 +1342,22 @@ mod tests {
);
}

#[test]
fn test_array_shredding_as_fixed_size_list() {
let input = build_variant_array(vec![VariantRow::List(vec![
VariantValue::from(1i64),
VariantValue::from(2i64),
VariantValue::from(3i64),
])]);
let list_schema =
DataType::FixedSizeList(Arc::new(Field::new("item", DataType::Int64, true)), 2);
let err = shred_variant(&input, &list_schema).unwrap_err();
assert_eq!(
err.to_string(),
"Not yet implemented: Converting unshredded variant arrays to arrow fixed-size lists"
);
}

#[test]
fn test_array_shredding_with_array_elements() {
let input = build_variant_array(vec![
Expand Down
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