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// 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.
use std::{ops::Neg, sync::Arc};
use crate::PhysicalExpr;
use arrow_schema::SortOptions;
use datafusion_common::tree_node::{TreeNode, VisitRecursion};
use datafusion_common::Result;
use itertools::Itertools;
/// To propagate [`SortOptions`] across the [`PhysicalExpr`], it is insufficient
/// to simply use `Option<SortOptions>`: There must be a differentiation between
/// unordered columns and literal values, since literals may not break the ordering
/// when they are used as a child of some binary expression when the other child has
/// some ordering. On the other hand, unordered columns cannot maintain ordering when
/// they take part in such operations.
///
/// Example: ((a_ordered + b_unordered) + c_ordered) expression cannot end up with
/// sorted data; however the ((a_ordered + 999) + c_ordered) expression can. Therefore,
/// we need two different variants for literals and unordered columns as literals are
/// often more ordering-friendly under most mathematical operations.
#[derive(PartialEq, Debug, Clone, Copy)]
pub enum SortProperties {
/// Use the ordinary [`SortOptions`] struct to represent ordered data:
Ordered(SortOptions),
// This alternative represents unordered data:
Unordered,
// Singleton is used for single-valued literal numbers:
Singleton,
}
impl SortProperties {
pub fn add(&self, rhs: &Self) -> Self {
match (self, rhs) {
(Self::Singleton, _) => *rhs,
(_, Self::Singleton) => *self,
(Self::Ordered(lhs), Self::Ordered(rhs))
if lhs.descending == rhs.descending =>
{
Self::Ordered(SortOptions {
descending: lhs.descending,
nulls_first: lhs.nulls_first || rhs.nulls_first,
})
}
_ => Self::Unordered,
}
}
pub fn sub(&self, rhs: &Self) -> Self {
match (self, rhs) {
(Self::Singleton, Self::Singleton) => Self::Singleton,
(Self::Singleton, Self::Ordered(rhs)) => Self::Ordered(SortOptions {
descending: !rhs.descending,
nulls_first: rhs.nulls_first,
}),
(_, Self::Singleton) => *self,
(Self::Ordered(lhs), Self::Ordered(rhs))
if lhs.descending != rhs.descending =>
{
Self::Ordered(SortOptions {
descending: lhs.descending,
nulls_first: lhs.nulls_first || rhs.nulls_first,
})
}
_ => Self::Unordered,
}
}
pub fn gt_or_gteq(&self, rhs: &Self) -> Self {
match (self, rhs) {
(Self::Singleton, Self::Ordered(rhs)) => Self::Ordered(SortOptions {
descending: !rhs.descending,
nulls_first: rhs.nulls_first,
}),
(_, Self::Singleton) => *self,
(Self::Ordered(lhs), Self::Ordered(rhs))
if lhs.descending != rhs.descending =>
{
*self
}
_ => Self::Unordered,
}
}
pub fn and(&self, rhs: &Self) -> Self {
match (self, rhs) {
(Self::Ordered(lhs), Self::Ordered(rhs))
if lhs.descending == rhs.descending =>
{
Self::Ordered(SortOptions {
descending: lhs.descending,
nulls_first: lhs.nulls_first || rhs.nulls_first,
})
}
(Self::Ordered(opt), Self::Singleton)
| (Self::Singleton, Self::Ordered(opt)) => Self::Ordered(SortOptions {
descending: opt.descending,
nulls_first: opt.nulls_first,
}),
(Self::Singleton, Self::Singleton) => Self::Singleton,
_ => Self::Unordered,
}
}
}
impl Neg for SortProperties {
type Output = Self;
fn neg(self) -> Self::Output {
match self {
SortProperties::Ordered(SortOptions {
descending,
nulls_first,
}) => SortProperties::Ordered(SortOptions {
descending: !descending,
nulls_first,
}),
SortProperties::Singleton => SortProperties::Singleton,
SortProperties::Unordered => SortProperties::Unordered,
}
}
}
/// The `ExprOrdering` struct is designed to aid in the determination of ordering (represented
/// by [`SortProperties`]) for a given [`PhysicalExpr`]. When analyzing the orderings
/// of a [`PhysicalExpr`], the process begins by assigning the ordering of its leaf nodes.
/// By propagating these leaf node orderings upwards in the expression tree, the overall
/// ordering of the entire [`PhysicalExpr`] can be derived.
///
/// This struct holds the necessary state information for each expression in the [`PhysicalExpr`].
/// It encapsulates the orderings (`state`) associated with the expression (`expr`), and
/// orderings of the children expressions (`children_states`). The [`ExprOrdering`] of a parent
/// expression is determined based on the [`ExprOrdering`] states of its children expressions.
#[derive(Debug)]
pub struct ExprOrdering {
pub expr: Arc<dyn PhysicalExpr>,
pub state: SortProperties,
pub children_states: Vec<SortProperties>,
}
impl ExprOrdering {
/// Creates a new [`ExprOrdering`] with [`SortProperties::Unordered`] states
/// for `expr` and its children.
pub fn new(expr: Arc<dyn PhysicalExpr>) -> Self {
let size = expr.children().len();
Self {
expr,
state: SortProperties::Unordered,
children_states: vec![SortProperties::Unordered; size],
}
}
/// Updates this [`ExprOrdering`]'s children states with the given states.
pub fn with_new_children(mut self, children_states: Vec<SortProperties>) -> Self {
self.children_states = children_states;
self
}
/// Creates new [`ExprOrdering`] objects for each child of the expression.
pub fn children_expr_orderings(&self) -> Vec<ExprOrdering> {
self.expr
.children()
.into_iter()
.map(ExprOrdering::new)
.collect()
}
}
impl TreeNode for ExprOrdering {
fn apply_children<F>(&self, op: &mut F) -> Result<VisitRecursion>
where
F: FnMut(&Self) -> Result<VisitRecursion>,
{
for child in self.children_expr_orderings() {
match op(&child)? {
VisitRecursion::Continue => {}
VisitRecursion::Skip => return Ok(VisitRecursion::Continue),
VisitRecursion::Stop => return Ok(VisitRecursion::Stop),
}
}
Ok(VisitRecursion::Continue)
}
fn map_children<F>(self, transform: F) -> Result<Self>
where
F: FnMut(Self) -> Result<Self>,
{
if self.children_states.is_empty() {
Ok(self)
} else {
let child_expr_orderings = self.children_expr_orderings();
// After mapping over the children, the function `F` applies to the
// current object and updates its state.
Ok(self.with_new_children(
child_expr_orderings
.into_iter()
// Update children states after this transformation:
.map(transform)
// Extract the state (i.e. sort properties) information:
.map_ok(|c| c.state)
.collect::<Result<Vec<_>>>()?,
))
}
}
}