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88 changes: 82 additions & 6 deletions datafusion/spark/src/function/array/slice.rs
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
// specific language governing permissions and limitations
// under the License.

use arrow::array::{Array, ArrayRef, Int64Builder};
use arrow::array::{Array, ArrayData, ArrayRef, Int64Builder, ListArray};
use arrow::datatypes::{DataType, Field, FieldRef};
use datafusion_common::cast::{as_int64_array, as_list_array};
use datafusion_common::utils::ListCoercion;
Expand Down Expand Up @@ -78,17 +78,28 @@ impl ScalarUDFImpl for SparkSlice {
fn return_field_from_args(&self, args: ReturnFieldArgs) -> Result<FieldRef> {
let nullable = args.arg_fields.iter().any(|f| f.is_nullable());

Ok(Arc::new(Field::new(
"slice",
args.arg_fields[0].data_type().clone(),
nullable,
)))
let data_type = match args.arg_fields[0].data_type() {
DataType::Null => {
DataType::List(Arc::new(Field::new_list_field(DataType::Null, true)))
}
dt => dt.clone(),
};

Ok(Arc::new(Field::new("slice", data_type, nullable)))
}

fn invoke_with_args(
&self,
mut func_args: ScalarFunctionArgs,
) -> Result<ColumnarValue> {
if func_args.args[0].data_type() == DataType::Null {
let len = match &func_args.args[0] {
ColumnarValue::Array(a) => a.len(),
ColumnarValue::Scalar(_) => func_args.number_rows,
};
return Ok(ColumnarValue::Array(list_null_array(len)));
}

let array_len = func_args
.args
.iter()
Expand Down Expand Up @@ -123,6 +134,11 @@ impl ScalarUDFImpl for SparkSlice {
}
}

fn list_null_array(len: usize) -> ArrayRef {
let list_type = DataType::List(Arc::new(Field::new_list_field(DataType::Null, true)));
Arc::new(ListArray::from(ArrayData::new_null(&list_type, len)))
}

fn calculate_start_end(args: &[ArrayRef]) -> Result<(ArrayRef, ArrayRef)> {
let [values, start, length] = take_function_args("slice", args)?;

Expand Down Expand Up @@ -165,3 +181,63 @@ fn calculate_start_end(args: &[ArrayRef]) -> Result<(ArrayRef, ArrayRef)> {

Ok((Arc::new(adjusted_start.finish()), Arc::new(end.finish())))
}

#[cfg(test)]
mod tests {
use super::*;
use arrow::array::NullArray;
use arrow::datatypes::Field;
use datafusion_common::ScalarValue;
use datafusion_common::cast::as_list_array;
use datafusion_expr::ReturnFieldArgs;

#[test]
fn test_spark_slice_function_when_input_is_null() {
let slice = SparkSlice::new();
let arg_fields: Vec<Arc<Field>> = vec![
Arc::new(Field::new("a", DataType::Null, true)),
Arc::new(Field::new("s", DataType::Int64, true)),
Arc::new(Field::new("l", DataType::Int64, true)),
];
let out = slice
.return_field_from_args(ReturnFieldArgs {
arg_fields: &arg_fields,
scalar_arguments: &[],
})
.unwrap();
assert_eq!(
out.data_type(),
&DataType::List(Arc::new(Field::new_list_field(DataType::Null, true)))
);
}

#[test]
fn test_spark_slice_function_when_input_array_is_null() {
let input_args = vec![
ColumnarValue::Array(Arc::new(NullArray::new(1))),
ColumnarValue::Scalar(ScalarValue::Int64(Some(1))),
ColumnarValue::Scalar(ScalarValue::Int64(Some(3))),
];

let args = ScalarFunctionArgs {
args: input_args,
arg_fields: vec![Arc::new(Field::new("item", DataType::Null, true))],
number_rows: 1,
return_field: Arc::new(Field::new(
"slice",
DataType::List(Arc::new(Field::new_list_field(DataType::Null, true))),
true,
)),
config_options: Arc::new(Default::default()),
};
let slice = SparkSlice::new();
let result = slice.invoke_with_args(args).unwrap();
let arr = result.to_array(1).unwrap();
let list = as_list_array(&arr).unwrap();
assert_eq!(
arr.data_type(),
&DataType::List(Arc::new(Field::new_list_field(DataType::Null, true)))
);
assert!(list.is_null(0));
}
}
23 changes: 23 additions & 0 deletions datafusion/sqllogictest/test_files/spark/array/slice.slt
Original file line number Diff line number Diff line change
Expand Up @@ -114,3 +114,26 @@ query ?
SELECT slice([1, 2, 3, 4], CAST('2' AS INT), 4);
----
[2, 3, 4]

query ?
SELECT slice(column1, column2, column3)
FROM VALUES
(NULL, 1, 2),
(NULL, 1, -2),
(NULL, -1, 2),
(NULL, 0, 2);
----
NULL
NULL
NULL
NULL

query ?
SELECT slice(slice(NULL, 1, 2), 1, 2)
----
NULL

query ?
SELECT slice(slice(make_array(NULL), 1, 2), 1, 2)
----
[NULL]
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