datafusion_functions_aggregate/
bool_and_or.rsuse std::any::Any;
use std::mem::size_of_val;
use std::sync::OnceLock;
use arrow::array::ArrayRef;
use arrow::array::BooleanArray;
use arrow::compute::bool_and as compute_bool_and;
use arrow::compute::bool_or as compute_bool_or;
use arrow::datatypes::DataType;
use arrow::datatypes::Field;
use datafusion_common::internal_err;
use datafusion_common::{downcast_value, not_impl_err};
use datafusion_common::{DataFusionError, Result, ScalarValue};
use datafusion_expr::aggregate_doc_sections::DOC_SECTION_GENERAL;
use datafusion_expr::function::{AccumulatorArgs, StateFieldsArgs};
use datafusion_expr::utils::{format_state_name, AggregateOrderSensitivity};
use datafusion_expr::{
Accumulator, AggregateUDFImpl, Documentation, GroupsAccumulator, ReversedUDAF,
Signature, Volatility,
};
use datafusion_functions_aggregate_common::aggregate::groups_accumulator::bool_op::BooleanGroupsAccumulator;
macro_rules! typed_bool_and_or_batch {
($VALUES:expr, $ARRAYTYPE:ident, $SCALAR:ident, $OP:ident) => {{
let array = downcast_value!($VALUES, $ARRAYTYPE);
let delta = $OP(array);
Ok(ScalarValue::$SCALAR(delta))
}};
}
macro_rules! bool_and_or_batch {
($VALUES:expr, $OP:ident) => {{
match $VALUES.data_type() {
DataType::Boolean => {
typed_bool_and_or_batch!($VALUES, BooleanArray, Boolean, $OP)
}
e => {
return internal_err!(
"Bool and/Bool or is not expected to receive the type {e:?}"
);
}
}
}};
}
fn bool_and_batch(values: &ArrayRef) -> Result<ScalarValue> {
bool_and_or_batch!(values, compute_bool_and)
}
fn bool_or_batch(values: &ArrayRef) -> Result<ScalarValue> {
bool_and_or_batch!(values, compute_bool_or)
}
make_udaf_expr_and_func!(
BoolAnd,
bool_and,
expression,
"The values to combine with `AND`",
bool_and_udaf
);
make_udaf_expr_and_func!(
BoolOr,
bool_or,
expression,
"The values to combine with `OR`",
bool_or_udaf
);
#[derive(Debug)]
pub struct BoolAnd {
signature: Signature,
}
impl BoolAnd {
fn new() -> Self {
Self {
signature: Signature::uniform(
1,
vec![DataType::Boolean],
Volatility::Immutable,
),
}
}
}
impl Default for BoolAnd {
fn default() -> Self {
Self::new()
}
}
impl AggregateUDFImpl for BoolAnd {
fn as_any(&self) -> &dyn Any {
self
}
fn name(&self) -> &str {
"bool_and"
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, _: &[DataType]) -> Result<DataType> {
Ok(DataType::Boolean)
}
fn accumulator(&self, _: AccumulatorArgs) -> Result<Box<dyn Accumulator>> {
Ok(Box::<BoolAndAccumulator>::default())
}
fn state_fields(&self, args: StateFieldsArgs) -> Result<Vec<Field>> {
Ok(vec![Field::new(
format_state_name(args.name, self.name()),
DataType::Boolean,
true,
)])
}
fn groups_accumulator_supported(&self, _args: AccumulatorArgs) -> bool {
true
}
fn create_groups_accumulator(
&self,
args: AccumulatorArgs,
) -> Result<Box<dyn GroupsAccumulator>> {
match args.return_type {
DataType::Boolean => {
Ok(Box::new(BooleanGroupsAccumulator::new(|x, y| x && y, true)))
}
_ => not_impl_err!(
"GroupsAccumulator not supported for {} with {}",
args.name,
args.return_type
),
}
}
fn aliases(&self) -> &[String] {
&[]
}
fn order_sensitivity(&self) -> AggregateOrderSensitivity {
AggregateOrderSensitivity::Insensitive
}
fn reverse_expr(&self) -> ReversedUDAF {
ReversedUDAF::Identical
}
fn documentation(&self) -> Option<&Documentation> {
Some(get_bool_and_doc())
}
}
static DOCUMENTATION: OnceLock<Documentation> = OnceLock::new();
fn get_bool_and_doc() -> &'static Documentation {
DOCUMENTATION.get_or_init(|| {
Documentation::builder()
.with_doc_section(DOC_SECTION_GENERAL)
.with_description(
"Returns true if all non-null input values are true, otherwise false.",
)
.with_syntax_example("bool_and(expression)")
.with_sql_example(
r#"```sql
> SELECT bool_and(column_name) FROM table_name;
+----------------------------+
| bool_and(column_name) |
+----------------------------+
| true |
+----------------------------+
```"#,
)
.with_standard_argument("expression", None)
.build()
.unwrap()
})
}
#[derive(Debug, Default)]
struct BoolAndAccumulator {
acc: Option<bool>,
}
impl Accumulator for BoolAndAccumulator {
fn update_batch(&mut self, values: &[ArrayRef]) -> Result<()> {
let values = &values[0];
self.acc = match (self.acc, bool_and_batch(values)?) {
(None, ScalarValue::Boolean(v)) => v,
(Some(v), ScalarValue::Boolean(None)) => Some(v),
(Some(a), ScalarValue::Boolean(Some(b))) => Some(a && b),
_ => unreachable!(),
};
Ok(())
}
fn evaluate(&mut self) -> Result<ScalarValue> {
Ok(ScalarValue::Boolean(self.acc))
}
fn size(&self) -> usize {
size_of_val(self)
}
fn state(&mut self) -> Result<Vec<ScalarValue>> {
Ok(vec![ScalarValue::Boolean(self.acc)])
}
fn merge_batch(&mut self, states: &[ArrayRef]) -> Result<()> {
self.update_batch(states)
}
}
#[derive(Debug, Clone)]
pub struct BoolOr {
signature: Signature,
}
impl BoolOr {
fn new() -> Self {
Self {
signature: Signature::uniform(
1,
vec![DataType::Boolean],
Volatility::Immutable,
),
}
}
}
impl Default for BoolOr {
fn default() -> Self {
Self::new()
}
}
impl AggregateUDFImpl for BoolOr {
fn as_any(&self) -> &dyn Any {
self
}
fn name(&self) -> &str {
"bool_or"
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, _: &[DataType]) -> Result<DataType> {
Ok(DataType::Boolean)
}
fn accumulator(&self, _: AccumulatorArgs) -> Result<Box<dyn Accumulator>> {
Ok(Box::<BoolOrAccumulator>::default())
}
fn state_fields(&self, args: StateFieldsArgs) -> Result<Vec<Field>> {
Ok(vec![Field::new(
format_state_name(args.name, self.name()),
DataType::Boolean,
true,
)])
}
fn groups_accumulator_supported(&self, _args: AccumulatorArgs) -> bool {
true
}
fn create_groups_accumulator(
&self,
args: AccumulatorArgs,
) -> Result<Box<dyn GroupsAccumulator>> {
match args.return_type {
DataType::Boolean => Ok(Box::new(BooleanGroupsAccumulator::new(
|x, y| x || y,
false,
))),
_ => not_impl_err!(
"GroupsAccumulator not supported for {} with {}",
args.name,
args.return_type
),
}
}
fn aliases(&self) -> &[String] {
&[]
}
fn order_sensitivity(&self) -> AggregateOrderSensitivity {
AggregateOrderSensitivity::Insensitive
}
fn reverse_expr(&self) -> ReversedUDAF {
ReversedUDAF::Identical
}
fn documentation(&self) -> Option<&Documentation> {
Some(get_bool_or_doc())
}
}
fn get_bool_or_doc() -> &'static Documentation {
DOCUMENTATION.get_or_init(|| {
Documentation::builder()
.with_doc_section(DOC_SECTION_GENERAL)
.with_description(
"Returns true if any non-null input value is true, otherwise false.",
)
.with_syntax_example("bool_or(expression)")
.with_sql_example(
r#"```sql
> SELECT bool_or(column_name) FROM table_name;
+----------------------------+
| bool_or(column_name) |
+----------------------------+
| true |
+----------------------------+
```"#,
)
.with_standard_argument("expression", None)
.build()
.unwrap()
})
}
#[derive(Debug, Default)]
struct BoolOrAccumulator {
acc: Option<bool>,
}
impl Accumulator for BoolOrAccumulator {
fn update_batch(&mut self, values: &[ArrayRef]) -> Result<()> {
let values = &values[0];
self.acc = match (self.acc, bool_or_batch(values)?) {
(None, ScalarValue::Boolean(v)) => v,
(Some(v), ScalarValue::Boolean(None)) => Some(v),
(Some(a), ScalarValue::Boolean(Some(b))) => Some(a || b),
_ => unreachable!(),
};
Ok(())
}
fn evaluate(&mut self) -> Result<ScalarValue> {
Ok(ScalarValue::Boolean(self.acc))
}
fn size(&self) -> usize {
size_of_val(self)
}
fn state(&mut self) -> Result<Vec<ScalarValue>> {
Ok(vec![ScalarValue::Boolean(self.acc)])
}
fn merge_batch(&mut self, states: &[ArrayRef]) -> Result<()> {
self.update_batch(states)
}
}