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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.
//! The GlobalOrderRequire optimizer rule either:
//! - Adds an auxiliary `OutputRequirementExec` operator to keep track of global
//! ordering and distribution requirement across rules, or
//! - Removes the auxiliary `OutputRequirementExec` operator from the physical plan.
//! Since the `OutputRequirementExec` operator is only a helper operator, it
//! shouldn't occur in the final plan (i.e. the executed plan).
use std::sync::Arc;
use datafusion_execution::TaskContext;
use datafusion_physical_plan::sorts::sort::SortExec;
use datafusion_physical_plan::{
DisplayAs, DisplayFormatType, ExecutionPlan, SendableRecordBatchStream,
};
use datafusion_common::config::ConfigOptions;
use datafusion_common::tree_node::{Transformed, TransformedResult, TreeNode};
use datafusion_common::{Result, Statistics};
use datafusion_physical_expr::{Distribution, LexRequirement, PhysicalSortRequirement};
use datafusion_physical_plan::sorts::sort_preserving_merge::SortPreservingMergeExec;
use datafusion_physical_plan::{ExecutionPlanProperties, PlanProperties};
use crate::PhysicalOptimizerRule;
/// This rule either adds or removes [`OutputRequirements`]s to/from the physical
/// plan according to its `mode` attribute, which is set by the constructors
/// `new_add_mode` and `new_remove_mode`. With this rule, we can keep track of
/// the global requirements (ordering and distribution) across rules.
///
/// The primary usecase of this node and rule is to specify and preserve the desired output
/// ordering and distribution the entire plan. When sending to a single client, a single partition may
/// be desirable, but when sending to a multi-partitioned writer, keeping multiple partitions may be
/// better.
#[derive(Debug)]
pub struct OutputRequirements {
mode: RuleMode,
}
impl OutputRequirements {
/// Create a new rule which works in `Add` mode; i.e. it simply adds a
/// top-level [`OutputRequirementExec`] into the physical plan to keep track
/// of global ordering and distribution requirements if there are any.
/// Note that this rule should run at the beginning.
pub fn new_add_mode() -> Self {
Self {
mode: RuleMode::Add,
}
}
/// Create a new rule which works in `Remove` mode; i.e. it simply removes
/// the top-level [`OutputRequirementExec`] from the physical plan if there is
/// any. We do this because a `OutputRequirementExec` is an ancillary,
/// non-executable operator whose sole purpose is to track global
/// requirements during optimization. Therefore, a
/// `OutputRequirementExec` should not appear in the final plan.
pub fn new_remove_mode() -> Self {
Self {
mode: RuleMode::Remove,
}
}
}
#[derive(Debug, Ord, PartialOrd, PartialEq, Eq, Hash)]
enum RuleMode {
Add,
Remove,
}
/// An ancillary, non-executable operator whose sole purpose is to track global
/// requirements during optimization. It imposes
/// - the ordering requirement in its `order_requirement` attribute.
/// - the distribution requirement in its `dist_requirement` attribute.
///
/// See [`OutputRequirements`] for more details
#[derive(Debug)]
pub struct OutputRequirementExec {
input: Arc<dyn ExecutionPlan>,
order_requirement: Option<LexRequirement>,
dist_requirement: Distribution,
cache: PlanProperties,
}
impl OutputRequirementExec {
pub fn new(
input: Arc<dyn ExecutionPlan>,
requirements: Option<LexRequirement>,
dist_requirement: Distribution,
) -> Self {
let cache = Self::compute_properties(&input);
Self {
input,
order_requirement: requirements,
dist_requirement,
cache,
}
}
pub fn input(&self) -> Arc<dyn ExecutionPlan> {
Arc::clone(&self.input)
}
/// This function creates the cache object that stores the plan properties such as schema, equivalence properties, ordering, partitioning, etc.
fn compute_properties(input: &Arc<dyn ExecutionPlan>) -> PlanProperties {
PlanProperties::new(
input.equivalence_properties().clone(), // Equivalence Properties
input.output_partitioning().clone(), // Output Partitioning
input.execution_mode(), // Execution Mode
)
}
}
impl DisplayAs for OutputRequirementExec {
fn fmt_as(
&self,
_t: DisplayFormatType,
f: &mut std::fmt::Formatter,
) -> std::fmt::Result {
write!(f, "OutputRequirementExec")
}
}
impl ExecutionPlan for OutputRequirementExec {
fn name(&self) -> &'static str {
"OutputRequirementExec"
}
fn as_any(&self) -> &dyn std::any::Any {
self
}
fn properties(&self) -> &PlanProperties {
&self.cache
}
fn benefits_from_input_partitioning(&self) -> Vec<bool> {
vec![false]
}
fn required_input_distribution(&self) -> Vec<Distribution> {
vec![self.dist_requirement.clone()]
}
fn maintains_input_order(&self) -> Vec<bool> {
vec![true]
}
fn children(&self) -> Vec<&Arc<dyn ExecutionPlan>> {
vec![&self.input]
}
fn required_input_ordering(&self) -> Vec<Option<Vec<PhysicalSortRequirement>>> {
vec![self.order_requirement.clone()]
}
fn with_new_children(
self: Arc<Self>,
mut children: Vec<Arc<dyn ExecutionPlan>>,
) -> Result<Arc<dyn ExecutionPlan>> {
Ok(Arc::new(Self::new(
children.remove(0), // has a single child
self.order_requirement.clone(),
self.dist_requirement.clone(),
)))
}
fn execute(
&self,
_partition: usize,
_context: Arc<TaskContext>,
) -> Result<SendableRecordBatchStream> {
unreachable!();
}
fn statistics(&self) -> Result<Statistics> {
self.input.statistics()
}
}
impl PhysicalOptimizerRule for OutputRequirements {
fn optimize(
&self,
plan: Arc<dyn ExecutionPlan>,
_config: &ConfigOptions,
) -> Result<Arc<dyn ExecutionPlan>> {
match self.mode {
RuleMode::Add => require_top_ordering(plan),
RuleMode::Remove => plan
.transform_up(|plan| {
if let Some(sort_req) =
plan.as_any().downcast_ref::<OutputRequirementExec>()
{
Ok(Transformed::yes(sort_req.input()))
} else {
Ok(Transformed::no(plan))
}
})
.data(),
}
}
fn name(&self) -> &str {
"OutputRequirements"
}
fn schema_check(&self) -> bool {
true
}
}
/// This functions adds ancillary `OutputRequirementExec` to the physical plan, so that
/// global requirements are not lost during optimization.
fn require_top_ordering(plan: Arc<dyn ExecutionPlan>) -> Result<Arc<dyn ExecutionPlan>> {
let (new_plan, is_changed) = require_top_ordering_helper(plan)?;
if is_changed {
Ok(new_plan)
} else {
// Add `OutputRequirementExec` to the top, with no specified ordering and distribution requirement.
Ok(Arc::new(OutputRequirementExec::new(
new_plan,
// there is no ordering requirement
None,
Distribution::UnspecifiedDistribution,
)) as _)
}
}
/// Helper function that adds an ancillary `OutputRequirementExec` to the given plan.
/// First entry in the tuple is resulting plan, second entry indicates whether any
/// `OutputRequirementExec` is added to the plan.
fn require_top_ordering_helper(
plan: Arc<dyn ExecutionPlan>,
) -> Result<(Arc<dyn ExecutionPlan>, bool)> {
let mut children = plan.children();
// Global ordering defines desired ordering in the final result.
if children.len() != 1 {
Ok((plan, false))
} else if let Some(sort_exec) = plan.as_any().downcast_ref::<SortExec>() {
// In case of constant columns, output ordering of SortExec would give an empty set.
// Therefore; we check the sort expression field of the SortExec to assign the requirements.
let req_ordering = sort_exec.expr();
let req_dist = sort_exec.required_input_distribution()[0].clone();
let reqs = PhysicalSortRequirement::from_sort_exprs(req_ordering);
Ok((
Arc::new(OutputRequirementExec::new(plan, Some(reqs), req_dist)) as _,
true,
))
} else if let Some(spm) = plan.as_any().downcast_ref::<SortPreservingMergeExec>() {
let reqs = PhysicalSortRequirement::from_sort_exprs(spm.expr());
Ok((
Arc::new(OutputRequirementExec::new(
plan,
Some(reqs),
Distribution::SinglePartition,
)) as _,
true,
))
} else if plan.maintains_input_order()[0]
&& plan.required_input_ordering()[0].is_none()
{
// Keep searching for a `SortExec` as long as ordering is maintained,
// and on-the-way operators do not themselves require an ordering.
// When an operator requires an ordering, any `SortExec` below can not
// be responsible for (i.e. the originator of) the global ordering.
let (new_child, is_changed) =
require_top_ordering_helper(Arc::clone(children.swap_remove(0)))?;
Ok((plan.with_new_children(vec![new_child])?, is_changed))
} else {
// Stop searching, there is no global ordering desired for the query.
Ok((plan, false))
}
}