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cast_to_variant.rs
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216 lines (181 loc) · 7.52 KB
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use std::sync::Arc;
use arrow::array::{Array, ArrayRef, AsArray, StructArray};
use arrow_schema::{DataType, Field};
use datafusion::{
common::exec_err,
error::Result,
logical_expr::{
ColumnarValue, ReturnFieldArgs, ScalarFunctionArgs, ScalarUDFImpl, Signature,
TypeSignature, Volatility,
},
scalar::ScalarValue,
};
use parquet_variant::Variant;
use parquet_variant_compute::{VariantArray, VariantArrayBuilder, cast_to_variant};
use crate::shared::{try_parse_binary_columnar, try_parse_binary_scalar};
#[derive(Debug, Hash, PartialEq, Eq)]
pub struct CastToVariantUdf {
signature: Signature,
}
impl Default for CastToVariantUdf {
fn default() -> Self {
Self {
signature: Signature::new(TypeSignature::VariadicAny, Volatility::Immutable),
}
}
}
impl CastToVariantUdf {
fn canonical_variant_data_type() -> DataType {
VariantArrayBuilder::new(0).build().data_type().clone()
}
fn canonical_return_field(name: &str) -> Field {
VariantArrayBuilder::new(0)
.build()
.field(name.to_string())
.with_nullable(true)
}
fn append_variant_or_null(
builder: &mut VariantArrayBuilder,
metadata: Option<&[u8]>,
value: Option<&[u8]>,
) -> Result<()> {
match (metadata, value) {
(Some(m), Some(v)) if !m.is_empty() && !v.is_empty() => {
builder.append_variant(Variant::try_new(m, v)?);
}
_ => builder.append_null(),
}
Ok(())
}
fn from_metadata_value(
metadata_argument: &ColumnarValue,
variant_argument: &ColumnarValue,
) -> Result<ColumnarValue> {
let out = match (metadata_argument, variant_argument) {
(ColumnarValue::Array(metadata_array), ColumnarValue::Array(value_array)) => {
if metadata_array.len() != value_array.len() {
return exec_err!(
"expected metadata array to be of same length as variant array"
);
}
let metadata_array = try_parse_binary_columnar(metadata_array)?;
let value_array = try_parse_binary_columnar(value_array)?;
let mut builder = VariantArrayBuilder::new(metadata_array.len());
for (m, v) in metadata_array.into_iter().zip(value_array) {
Self::append_variant_or_null(&mut builder, m, v)?;
}
let out: StructArray = builder.build().into();
ColumnarValue::Array(Arc::new(out) as ArrayRef)
}
(ColumnarValue::Scalar(metadata_value), ColumnarValue::Array(value_array)) => {
let metadata = try_parse_binary_scalar(metadata_value)?;
let value_array = try_parse_binary_columnar(value_array)?;
let mut builder = VariantArrayBuilder::new(value_array.len());
for v in value_array {
Self::append_variant_or_null(&mut builder, metadata.map(|m| m.as_slice()), v)?;
}
let arr: StructArray = builder.build().into();
ColumnarValue::Array(Arc::new(arr) as ArrayRef)
}
(ColumnarValue::Scalar(metadata_value), ColumnarValue::Scalar(value_scalar)) => {
let metadata = try_parse_binary_scalar(metadata_value)?;
let value = try_parse_binary_scalar(value_scalar)?;
match (metadata, value) {
(Some(m), Some(v)) if !m.is_empty() && !v.is_empty() => {
let mut b = VariantArrayBuilder::new(1);
b.append_variant(Variant::try_new(m.as_slice(), v.as_slice())?);
let arr: StructArray = b.build().into();
ColumnarValue::Scalar(ScalarValue::Struct(Arc::new(arr)))
}
_ => ColumnarValue::Scalar(ScalarValue::Null),
}
}
(ColumnarValue::Array(metadata_array), ColumnarValue::Scalar(value_scalar)) => {
let metadata_array = try_parse_binary_columnar(metadata_array)?;
let value = try_parse_binary_scalar(value_scalar)?;
let mut builder = VariantArrayBuilder::new(metadata_array.len());
for m in metadata_array {
Self::append_variant_or_null(&mut builder, m, value.map(|v| v.as_slice()))?;
}
let arr: StructArray = builder.build().into();
ColumnarValue::Array(Arc::new(arr))
}
};
Ok(out)
}
fn from_array(array: &ArrayRef) -> Result<ColumnarValue> {
// If the array is already a Variant array, pass it through unchanged
if let Some(struct_array) = array.as_struct_opt()
&& VariantArray::try_new(struct_array).is_ok()
{
return Ok(ColumnarValue::Array(Arc::clone(array)));
}
let variant_array = cast_to_variant(array.as_ref())?;
let struct_array: StructArray = variant_array.into();
Ok(ColumnarValue::Array(Arc::new(struct_array)))
}
fn from_scalar_value(scalar_value: &ScalarValue) -> Result<ColumnarValue> {
if let ScalarValue::Struct(struct_array) = scalar_value
&& VariantArray::try_new(struct_array.as_ref()).is_ok()
{
return Ok(ColumnarValue::Scalar(ScalarValue::Struct(
struct_array.clone(),
)));
}
let array = scalar_value.to_array_of_size(1)?;
let variant_array = cast_to_variant(array.as_ref())?;
let struct_array: StructArray = variant_array.into();
Ok(ColumnarValue::Scalar(ScalarValue::Struct(Arc::new(
struct_array,
))))
}
}
impl ScalarUDFImpl for CastToVariantUdf {
fn name(&self) -> &str {
"cast_to_variant"
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, _arg_types: &[DataType]) -> Result<DataType> {
Ok(Self::canonical_variant_data_type())
}
fn return_field_from_args(&self, _args: ReturnFieldArgs) -> Result<Arc<Field>> {
Ok(Arc::new(Self::canonical_return_field(self.name())))
}
fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> {
match args.args.as_slice() {
[metadata_value, variant_value] => {
Self::from_metadata_value(metadata_value, variant_value)
}
[ColumnarValue::Scalar(scalar_value)] => Self::from_scalar_value(scalar_value),
[ColumnarValue::Array(array)] => Self::from_array(array),
_ => exec_err!("unrecognized argument"),
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use arrow_schema::Fields;
use parquet_variant_compute::VariantType;
#[test]
fn test_return_field_extension_type() {
let udf = CastToVariantUdf::default();
let arg_field = Arc::new(Field::new("input", DataType::Utf8, true));
let return_field = udf
.return_field_from_args(ReturnFieldArgs {
arg_fields: std::slice::from_ref(&arg_field),
scalar_arguments: &[None],
})
.unwrap();
assert!(matches!(return_field.extension_type(), VariantType));
assert_eq!(
return_field.data_type(),
&DataType::Struct(Fields::from(vec![
Field::new("metadata", DataType::BinaryView, false),
Field::new("value", DataType::BinaryView, false),
]))
);
}
}