datafusion_functions_nested/
sort.rsuse crate::utils::make_scalar_function;
use arrow::compute;
use arrow_array::{Array, ArrayRef, ListArray};
use arrow_buffer::{BooleanBufferBuilder, NullBuffer, OffsetBuffer};
use arrow_schema::DataType::{FixedSizeList, LargeList, List};
use arrow_schema::{DataType, Field, SortOptions};
use datafusion_common::cast::{as_list_array, as_string_array};
use datafusion_common::{exec_err, Result};
use datafusion_expr::scalar_doc_sections::DOC_SECTION_ARRAY;
use datafusion_expr::{
ColumnarValue, Documentation, ScalarUDFImpl, Signature, Volatility,
};
use std::any::Any;
use std::sync::{Arc, OnceLock};
make_udf_expr_and_func!(
ArraySort,
array_sort,
array desc null_first,
"returns sorted array.",
array_sort_udf
);
#[derive(Debug)]
pub(super) struct ArraySort {
signature: Signature,
aliases: Vec<String>,
}
impl ArraySort {
pub fn new() -> Self {
Self {
signature: Signature::variadic_any(Volatility::Immutable),
aliases: vec!["list_sort".to_string()],
}
}
}
impl ScalarUDFImpl for ArraySort {
fn as_any(&self) -> &dyn Any {
self
}
fn name(&self) -> &str {
"array_sort"
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, arg_types: &[DataType]) -> Result<DataType> {
match &arg_types[0] {
List(field) | FixedSizeList(field, _) => Ok(List(Arc::new(Field::new(
"item",
field.data_type().clone(),
true,
)))),
LargeList(field) => Ok(LargeList(Arc::new(Field::new(
"item",
field.data_type().clone(),
true,
)))),
_ => exec_err!(
"Not reachable, data_type should be List, LargeList or FixedSizeList"
),
}
}
fn invoke(&self, args: &[ColumnarValue]) -> Result<ColumnarValue> {
make_scalar_function(array_sort_inner)(args)
}
fn aliases(&self) -> &[String] {
&self.aliases
}
fn documentation(&self) -> Option<&Documentation> {
Some(get_array_sort_doc())
}
}
static DOCUMENTATION: OnceLock<Documentation> = OnceLock::new();
fn get_array_sort_doc() -> &'static Documentation {
DOCUMENTATION.get_or_init(|| {
Documentation::builder()
.with_doc_section(DOC_SECTION_ARRAY)
.with_description(
"Sort array.",
)
.with_syntax_example("array_sort(array, desc, nulls_first)")
.with_sql_example(
r#"```sql
> select array_sort([3, 1, 2]);
+-----------------------------+
| array_sort(List([3,1,2])) |
+-----------------------------+
| [1, 2, 3] |
+-----------------------------+
```"#,
)
.with_argument(
"array",
"Array expression. Can be a constant, column, or function, and any combination of array operators.",
)
.with_argument(
"desc",
"Whether to sort in descending order(`ASC` or `DESC`).",
)
.with_argument(
"nulls_first",
"Whether to sort nulls first(`NULLS FIRST` or `NULLS LAST`).",
)
.build()
.unwrap()
})
}
pub fn array_sort_inner(args: &[ArrayRef]) -> Result<ArrayRef> {
if args.is_empty() || args.len() > 3 {
return exec_err!("array_sort expects one to three arguments");
}
let sort_option = match args.len() {
1 => None,
2 => {
let sort = as_string_array(&args[1])?.value(0);
Some(SortOptions {
descending: order_desc(sort)?,
nulls_first: true,
})
}
3 => {
let sort = as_string_array(&args[1])?.value(0);
let nulls_first = as_string_array(&args[2])?.value(0);
Some(SortOptions {
descending: order_desc(sort)?,
nulls_first: order_nulls_first(nulls_first)?,
})
}
_ => return exec_err!("array_sort expects 1 to 3 arguments"),
};
let list_array = as_list_array(&args[0])?;
let row_count = list_array.len();
if row_count == 0 {
return Ok(Arc::clone(&args[0]));
}
let mut array_lengths = vec![];
let mut arrays = vec![];
let mut valid = BooleanBufferBuilder::new(row_count);
for i in 0..row_count {
if list_array.is_null(i) {
array_lengths.push(0);
valid.append(false);
} else {
let arr_ref = list_array.value(i);
let arr_ref = arr_ref.as_ref();
let sorted_array = compute::sort(arr_ref, sort_option)?;
array_lengths.push(sorted_array.len());
arrays.push(sorted_array);
valid.append(true);
}
}
let data_type = list_array.value_type();
let buffer = valid.finish();
let elements = arrays
.iter()
.map(|a| a.as_ref())
.collect::<Vec<&dyn Array>>();
let list_arr = ListArray::new(
Arc::new(Field::new("item", data_type, true)),
OffsetBuffer::from_lengths(array_lengths),
Arc::new(compute::concat(elements.as_slice())?),
Some(NullBuffer::new(buffer)),
);
Ok(Arc::new(list_arr))
}
fn order_desc(modifier: &str) -> Result<bool> {
match modifier.to_uppercase().as_str() {
"DESC" => Ok(true),
"ASC" => Ok(false),
_ => exec_err!("the second parameter of array_sort expects DESC or ASC"),
}
}
fn order_nulls_first(modifier: &str) -> Result<bool> {
match modifier.to_uppercase().as_str() {
"NULLS FIRST" => Ok(true),
"NULLS LAST" => Ok(false),
_ => exec_err!(
"the third parameter of array_sort expects NULLS FIRST or NULLS LAST"
),
}
}