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variant_length.rs
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247 lines (215 loc) · 8.56 KB
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use std::sync::Arc;
use arrow::array::{ArrayRef, UInt64Array};
use arrow_schema::DataType;
use datafusion::common::exec_datafusion_err;
use datafusion::error::Result;
use datafusion::logical_expr::{
ColumnarValue, ScalarFunctionArgs, ScalarUDFImpl, Signature, TypeSignature, Volatility,
};
use datafusion::scalar::ScalarValue;
use parquet_variant::Variant;
use parquet_variant_compute::VariantArray;
use crate::shared::{path_from_scalar, try_field_as_variant_array};
#[derive(Debug, Hash, PartialEq, Eq)]
pub struct VariantLengthUdf {
signature: Signature,
}
impl Default for VariantLengthUdf {
fn default() -> Self {
Self {
signature: Signature::new(TypeSignature::Any(2), Volatility::Immutable),
}
}
}
/// Returns the number of elements in an Array or Object variant at the given path.
/// Returns NULL if the variant at the path is not an Array or Object.
fn variant_length(variant: Option<Variant<'_, '_>>) -> Option<u64> {
let variant = variant?;
match variant {
Variant::List(list) => Some(list.len() as u64),
Variant::Object(obj) => Some(obj.len() as u64),
_ => None,
}
}
impl ScalarUDFImpl for VariantLengthUdf {
fn as_any(&self) -> &dyn std::any::Any {
self
}
fn name(&self) -> &str {
"variant_length"
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, _arg_types: &[DataType]) -> Result<DataType> {
Ok(DataType::UInt64)
}
fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> {
let (variant_arg, path_arg) = match args.args.as_slice() {
[variant_arg, path_arg] => (variant_arg, path_arg),
_ => return datafusion::common::exec_err!("expected 2 arguments"),
};
let variant_field = args
.arg_fields
.first()
.ok_or_else(|| exec_datafusion_err!("expected argument field"))?;
try_field_as_variant_array(variant_field.as_ref())?;
match (variant_arg, path_arg) {
(ColumnarValue::Array(variant_array), ColumnarValue::Scalar(path_scalar)) => {
let path = path_from_scalar(path_scalar)?;
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let values = variant_array
.iter()
.map(|variant| {
let at_path = variant.as_ref().and_then(|v| v.get_path(&path));
variant_length(at_path)
})
.collect::<Vec<_>>();
Ok(ColumnarValue::Array(
Arc::new(UInt64Array::from(values)) as ArrayRef
))
}
(ColumnarValue::Scalar(scalar_variant), ColumnarValue::Scalar(path_scalar)) => {
let ScalarValue::Struct(variant_array) = scalar_variant else {
return datafusion::common::exec_err!("expected struct array");
};
let path = path_from_scalar(path_scalar)?;
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let variant = variant_array.iter().next().flatten();
let at_path = variant.as_ref().and_then(|v| v.get_path(&path));
let value = variant_length(at_path);
Ok(ColumnarValue::Scalar(ScalarValue::UInt64(value)))
}
_ => datafusion::common::exec_err!(
"unsupported argument combination: variant_length requires a scalar path"
),
}
}
}
#[cfg(test)]
mod tests {
use std::sync::Arc;
use arrow::array::{Array, ArrayRef, UInt64Array};
use arrow_schema::{DataType, Field, Fields};
use parquet_variant_compute::VariantType;
use crate::shared::{build_variant_array_from_json_array, variant_scalar_from_json};
use super::*;
fn arg_fields() -> Vec<Arc<Field>> {
vec![
Arc::new(
Field::new("input", DataType::Struct(Fields::empty()), true)
.with_extension_type(VariantType),
),
Arc::new(Field::new("path", DataType::Utf8, true)),
]
}
#[test]
fn test_scalar_array_length() {
let udf = VariantLengthUdf::default();
let args = ScalarFunctionArgs {
args: vec![
ColumnarValue::Scalar(variant_scalar_from_json(serde_json::json!([1, 2, 3]))),
ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))),
],
return_field: Arc::new(Field::new("result", DataType::UInt64, true)),
arg_fields: arg_fields(),
number_rows: Default::default(),
config_options: Default::default(),
};
let result = udf.invoke_with_args(args).unwrap();
let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else {
panic!("expected u64 scalar")
};
assert_eq!(value, 3);
}
#[test]
fn test_scalar_object_length() {
let udf = VariantLengthUdf::default();
let args = ScalarFunctionArgs {
args: vec![
ColumnarValue::Scalar(variant_scalar_from_json(
serde_json::json!({"a": 1, "b": 2}),
)),
ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))),
],
return_field: Arc::new(Field::new("result", DataType::UInt64, true)),
arg_fields: arg_fields(),
number_rows: Default::default(),
config_options: Default::default(),
};
let result = udf.invoke_with_args(args).unwrap();
let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else {
panic!("expected u64 scalar")
};
assert_eq!(value, 2);
}
#[test]
fn test_scalar_nested_path() {
let udf = VariantLengthUdf::default();
let args = ScalarFunctionArgs {
args: vec![
ColumnarValue::Scalar(variant_scalar_from_json(
serde_json::json!({"a": [1, 2, 3, 4]}),
)),
ColumnarValue::Scalar(ScalarValue::Utf8(Some("a".to_string()))),
],
return_field: Arc::new(Field::new("result", DataType::UInt64, true)),
arg_fields: arg_fields(),
number_rows: Default::default(),
config_options: Default::default(),
};
let result = udf.invoke_with_args(args).unwrap();
let ColumnarValue::Scalar(ScalarValue::UInt64(Some(value))) = result else {
panic!("expected u64 scalar")
};
assert_eq!(value, 4);
}
#[test]
fn test_scalar_primitive_returns_null() {
let udf = VariantLengthUdf::default();
let args = ScalarFunctionArgs {
args: vec![
ColumnarValue::Scalar(variant_scalar_from_json(serde_json::json!(42))),
ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))),
],
return_field: Arc::new(Field::new("result", DataType::UInt64, true)),
arg_fields: arg_fields(),
number_rows: Default::default(),
config_options: Default::default(),
};
let result = udf.invoke_with_args(args).unwrap();
let ColumnarValue::Scalar(ScalarValue::UInt64(value)) = result else {
panic!("expected u64 scalar")
};
assert_eq!(value, None);
}
#[test]
fn test_array_variants() {
let udf = VariantLengthUdf::default();
let input = build_variant_array_from_json_array(&[
Some(serde_json::json!([1, 2])),
Some(serde_json::json!({"a": 1, "b": 2, "c": 3})),
Some(serde_json::json!(42)),
None,
]);
let args = ScalarFunctionArgs {
args: vec![
ColumnarValue::Array(Arc::new(arrow::array::StructArray::from(input)) as ArrayRef),
ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string()))),
],
return_field: Arc::new(Field::new("result", DataType::UInt64, true)),
arg_fields: arg_fields(),
number_rows: Default::default(),
config_options: Default::default(),
};
let result = udf.invoke_with_args(args).unwrap();
let ColumnarValue::Array(values) = result else {
panic!("expected array")
};
let values = values.as_any().downcast_ref::<UInt64Array>().unwrap();
assert_eq!(
values.into_iter().collect::<Vec<_>>(),
vec![Some(2), Some(3), None, None]
);
}
}