blob: 4a7aa31c755b74f4420765293e9b04e3aeb75788 [file]
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
//! [`ScalarUDFImpl`] definitions for array_sort function.
use crate::utils::make_scalar_function;
use arrow::array::{
new_null_array, Array, ArrayRef, GenericListArray, NullBufferBuilder, OffsetSizeTrait,
};
use arrow::buffer::OffsetBuffer;
use arrow::compute::SortColumn;
use arrow::datatypes::{DataType, FieldRef};
use arrow::{compute, compute::SortOptions};
use datafusion_common::cast::{as_large_list_array, as_list_array, as_string_array};
use datafusion_common::utils::ListCoercion;
use datafusion_common::{exec_err, plan_err, Result};
use datafusion_expr::{
ArrayFunctionArgument, ArrayFunctionSignature, ColumnarValue, Documentation,
ScalarUDFImpl, Signature, TypeSignature, Volatility,
};
use datafusion_macros::user_doc;
use std::any::Any;
use std::sync::Arc;
make_udf_expr_and_func!(
ArraySort,
array_sort,
array desc null_first,
"returns sorted array.",
array_sort_udf
);
/// Implementation of `array_sort` function
///
/// `array_sort` sorts the elements of an array
///
/// # Example
///
/// `array_sort([3, 1, 2])` returns `[1, 2, 3]`
#[user_doc(
doc_section(label = "Array Functions"),
description = "Sort array.",
syntax_example = "array_sort(array, desc, nulls_first)",
sql_example = r#"```sql
> select array_sort([3, 1, 2]);
+-----------------------------+
| array_sort(List([3,1,2])) |
+-----------------------------+
| [1, 2, 3] |
+-----------------------------+
```"#,
argument(
name = "array",
description = "Array expression. Can be a constant, column, or function, and any combination of array operators."
),
argument(
name = "desc",
description = "Whether to sort in descending order(`ASC` or `DESC`)."
),
argument(
name = "nulls_first",
description = "Whether to sort nulls first(`NULLS FIRST` or `NULLS LAST`)."
)
)]
#[derive(Debug, PartialEq, Eq, Hash)]
pub struct ArraySort {
signature: Signature,
aliases: Vec<String>,
}
impl Default for ArraySort {
fn default() -> Self {
Self::new()
}
}
impl ArraySort {
pub fn new() -> Self {
Self {
signature: Signature::one_of(
vec![
TypeSignature::ArraySignature(ArrayFunctionSignature::Array {
arguments: vec![ArrayFunctionArgument::Array],
array_coercion: Some(ListCoercion::FixedSizedListToList),
}),
TypeSignature::ArraySignature(ArrayFunctionSignature::Array {
arguments: vec![
ArrayFunctionArgument::Array,
ArrayFunctionArgument::String,
],
array_coercion: Some(ListCoercion::FixedSizedListToList),
}),
TypeSignature::ArraySignature(ArrayFunctionSignature::Array {
arguments: vec![
ArrayFunctionArgument::Array,
ArrayFunctionArgument::String,
ArrayFunctionArgument::String,
],
array_coercion: Some(ListCoercion::FixedSizedListToList),
}),
],
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] {
DataType::Null => Ok(DataType::Null),
DataType::List(field) => {
Ok(DataType::new_list(field.data_type().clone(), true))
}
DataType::LargeList(field) => {
Ok(DataType::new_large_list(field.data_type().clone(), true))
}
arg_type => {
plan_err!("{} does not support type {arg_type}", self.name())
}
}
}
fn invoke_with_args(
&self,
args: datafusion_expr::ScalarFunctionArgs,
) -> Result<ColumnarValue> {
make_scalar_function(array_sort_inner)(&args.args)
}
fn aliases(&self) -> &[String] {
&self.aliases
}
fn documentation(&self) -> Option<&Documentation> {
self.doc()
}
}
/// Array_sort SQL function
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");
}
if args[0].is_empty() || args[0].data_type().is_null() {
return Ok(Arc::clone(&args[0]));
}
if args[1..].iter().any(|array| array.is_null(0)) {
return Ok(new_null_array(args[0].data_type(), args[0].len()));
}
let sort_options = 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)?,
})
}
// We guard at the top
_ => unreachable!(),
};
match args[0].data_type() {
DataType::List(field) | DataType::LargeList(field)
if field.data_type().is_null() =>
{
Ok(Arc::clone(&args[0]))
}
DataType::List(field) => {
let array = as_list_array(&args[0])?;
array_sort_generic(array, field, sort_options)
}
DataType::LargeList(field) => {
let array = as_large_list_array(&args[0])?;
array_sort_generic(array, field, sort_options)
}
// Signature should prevent this arm ever occurring
_ => exec_err!("array_sort expects list for first argument"),
}
}
/// Array_sort SQL function
pub fn array_sort_generic<OffsetSize: OffsetSizeTrait>(
list_array: &GenericListArray<OffsetSize>,
field: &FieldRef,
sort_options: Option<SortOptions>,
) -> Result<ArrayRef> {
let row_count = list_array.len();
let mut array_lengths = vec![];
let mut arrays = vec![];
let mut valid = NullBufferBuilder::new(row_count);
for i in 0..row_count {
if list_array.is_null(i) {
array_lengths.push(0);
valid.append_null();
} else {
let arr_ref = list_array.value(i);
// arrow sort kernel does not support Structs, so use
// lexsort_to_indices instead:
// https://github.com/apache/arrow-rs/issues/6911#issuecomment-2562928843
let sorted_array = match arr_ref.data_type() {
DataType::Struct(_) => {
let sort_columns: Vec<SortColumn> = vec![SortColumn {
values: Arc::clone(&arr_ref),
options: sort_options,
}];
let indices = compute::lexsort_to_indices(&sort_columns, None)?;
compute::take(arr_ref.as_ref(), &indices, None)?
}
_ => {
let arr_ref = arr_ref.as_ref();
compute::sort(arr_ref, sort_options)?
}
};
array_lengths.push(sorted_array.len());
arrays.push(sorted_array);
valid.append_non_null();
}
}
let buffer = valid.finish();
let elements = arrays
.iter()
.map(|a| a.as_ref())
.collect::<Vec<&dyn Array>>();
let list_arr = if elements.is_empty() {
GenericListArray::<OffsetSize>::new_null(Arc::clone(field), row_count)
} else {
GenericListArray::<OffsetSize>::new(
Arc::clone(field),
OffsetBuffer::from_lengths(array_lengths),
Arc::new(compute::concat(elements.as_slice())?),
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"
),
}
}