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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.
//! Hoist projections through operators.
//!
//! Projections can be re-introduced in the physical planning stage.
use std::collections::BTreeMap;
use std::mem;
use itertools::zip_eq;
use mz_expr::{AccessStrategy, Id, MirRelationExpr, RECURSION_LIMIT};
use mz_ore::stack::{CheckedRecursion, RecursionGuard};
use crate::TransformCtx;
/// Hoist projections through operators.
#[derive(Debug)]
pub struct ProjectionLifting {
recursion_guard: RecursionGuard,
}
impl Default for ProjectionLifting {
fn default() -> ProjectionLifting {
ProjectionLifting {
recursion_guard: RecursionGuard::with_limit(RECURSION_LIMIT),
}
}
}
impl CheckedRecursion for ProjectionLifting {
fn recursion_guard(&self) -> &RecursionGuard {
&self.recursion_guard
}
}
impl crate::Transform for ProjectionLifting {
fn name(&self) -> &'static str {
"ProjectionLifting"
}
#[mz_ore::instrument(
target = "optimizer",
level = "debug",
fields(path.segment = "projection_lifting")
)]
fn actually_perform_transform(
&self,
relation: &mut MirRelationExpr,
_: &mut TransformCtx,
) -> Result<(), crate::TransformError> {
let result = self.action(relation, &mut BTreeMap::new());
mz_repr::explain::trace_plan(&*relation);
result
}
}
impl ProjectionLifting {
/// Hoist projections through operators.
pub fn action(
&self,
relation: &mut MirRelationExpr,
// Map from names to new get type and projection required at use.
gets: &mut BTreeMap<Id, (mz_repr::RelationType, Vec<usize>)>,
) -> Result<(), crate::TransformError> {
self.checked_recur(|_| {
match relation {
MirRelationExpr::Constant { .. } => Ok(()),
MirRelationExpr::Get {
id,
typ: _,
access_strategy: _,
} => {
if let Some((typ, columns)) = gets.get(id) {
*relation = MirRelationExpr::Get {
id: *id,
typ: typ.clone(),
access_strategy: AccessStrategy::UnknownOrLocal, // (we are not copying it over)
}
.project(columns.clone());
}
Ok(())
}
MirRelationExpr::Let { id, value, body } => {
self.action(value, gets)?;
let id = Id::Local(*id);
if let MirRelationExpr::Project { input, outputs } = &mut **value {
let typ = input.typ();
let prior = gets.insert(id, (typ, outputs.clone()));
assert!(!prior.is_some());
**value = input.take_dangerous();
}
self.action(body, gets)?;
gets.remove(&id);
Ok(())
}
MirRelationExpr::LetRec {
ids,
values,
limits: _,
body,
} => {
let recursive_ids = MirRelationExpr::recursive_ids(ids, values);
for (local_id, value) in zip_eq(ids.iter(), values.iter_mut()) {
self.action(value, gets)?;
if !recursive_ids.contains(local_id) {
if let MirRelationExpr::Project { input, outputs } = value {
let id = Id::Local(*local_id);
let typ = input.typ();
let prior = gets.insert(id, (typ, outputs.clone()));
assert!(!prior.is_some());
*value = input.take_dangerous();
}
}
}
self.action(body, gets)?;
for local_id in ids.iter().filter(|id| !recursive_ids.contains(id)) {
gets.remove(&Id::Local(*local_id));
}
Ok(())
}
MirRelationExpr::Project { input, outputs } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs: inner_outputs,
} = &mut **input
{
for output in outputs.iter_mut() {
*output = inner_outputs[*output];
}
**input = inner.take_dangerous();
}
Ok(())
}
MirRelationExpr::Map { input, scalars } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
// Retain projected columns and scalar columns.
let mut new_outputs = outputs.clone();
let inner_arity = inner.arity();
new_outputs.extend(inner_arity..(inner_arity + scalars.len()));
// Rewrite scalar expressions using inner columns.
for scalar in scalars.iter_mut() {
scalar.permute(&new_outputs);
}
*relation = inner
.take_dangerous()
.map(scalars.clone())
.project(new_outputs);
}
Ok(())
}
MirRelationExpr::FlatMap { input, func, exprs } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
// Retain projected columns and scalar columns.
let mut new_outputs = outputs.clone();
let inner_arity = inner.arity();
new_outputs.extend(inner_arity..(inner_arity + func.output_arity()));
// Rewrite scalar expression using inner columns.
for expr in exprs.iter_mut() {
expr.permute(&new_outputs);
}
*relation = inner
.take_dangerous()
.flat_map(func.clone(), exprs.clone())
.project(new_outputs);
}
Ok(())
}
MirRelationExpr::Filter { input, predicates } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
// Rewrite scalar expressions using inner columns.
for predicate in predicates.iter_mut() {
predicate.permute(outputs);
}
*relation = inner
.take_dangerous()
.filter(predicates.clone())
.project(outputs.clone());
}
Ok(())
}
MirRelationExpr::Join {
inputs,
equivalences,
implementation,
} => {
for input in inputs.iter_mut() {
self.action(input, gets)?;
}
// Track the location of the projected columns in the un-projected join.
let mut projection = Vec::new();
let mut temp_arity = 0;
for join_input in inputs.iter_mut() {
if let MirRelationExpr::Project { input, outputs } = join_input {
for output in outputs.iter() {
projection.push(temp_arity + *output);
}
temp_arity += input.arity();
*join_input = input.take_dangerous();
} else {
let arity = join_input.arity();
projection.extend(temp_arity..(temp_arity + arity));
temp_arity += arity;
}
}
// Don't add the identity permutation as a projection.
if projection.len() != temp_arity || (0..temp_arity).any(|i| projection[i] != i)
{
// Update equivalences and implementation.
for equivalence in equivalences.iter_mut() {
for expr in equivalence {
expr.permute(&projection[..]);
}
}
*implementation = mz_expr::JoinImplementation::Unimplemented;
*relation = relation.take_dangerous().project(projection);
}
Ok(())
}
MirRelationExpr::Reduce {
input,
group_key,
aggregates,
monotonic: _,
expected_group_size: _,
} => {
// Reduce *absorbs* projections, which is amazing!
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
for key in group_key.iter_mut() {
key.permute(outputs);
}
for aggregate in aggregates.iter_mut() {
aggregate.expr.permute(outputs);
}
**input = inner.take_dangerous();
}
Ok(())
}
MirRelationExpr::TopK {
input,
group_key,
order_key,
limit,
offset,
monotonic: _,
expected_group_size,
} => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
for key in group_key.iter_mut() {
*key = outputs[*key];
}
for key in order_key.iter_mut() {
key.column = outputs[key.column];
}
if let Some(limit) = limit.as_mut() {
limit.permute(outputs);
}
*relation = inner
.take_dangerous()
.top_k(
group_key.clone(),
order_key.clone(),
limit.clone(),
offset.clone(),
expected_group_size.clone(),
)
.project(outputs.clone());
}
Ok(())
}
MirRelationExpr::Negate { input } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
*relation = inner.take_dangerous().negate().project(outputs.clone());
}
Ok(())
}
MirRelationExpr::Threshold { input } => {
// We cannot, in general, lift projections out of threshold.
// If we could reason that the input cannot be negative, we
// would be able to lift the projection, but otherwise our
// action on weights need to accumulate the restricted rows.
self.action(input, gets)
}
MirRelationExpr::Union { base, inputs } => {
// We cannot, in general, lift projections out of unions.
self.action(base, gets)?;
for input in &mut *inputs {
self.action(input, gets)?;
}
if let MirRelationExpr::Project {
input: base_input,
outputs: base_outputs,
} = &mut **base
{
let base_typ = base_input.typ();
let mut can_lift = true;
for input in &mut *inputs {
match input {
MirRelationExpr::Project { input, outputs }
if input.typ() == base_typ && outputs == base_outputs => {}
_ => {
can_lift = false;
break;
}
}
}
if can_lift {
let base_outputs = mem::take(base_outputs);
**base = base_input.take_dangerous();
for inp in inputs {
match inp {
MirRelationExpr::Project { input, .. } => {
*inp = input.take_dangerous();
}
_ => unreachable!(),
}
}
*relation = relation.take_dangerous().project(base_outputs);
}
}
Ok(())
}
MirRelationExpr::ArrangeBy { input, keys } => {
self.action(input, gets)?;
if let MirRelationExpr::Project {
input: inner,
outputs,
} = &mut **input
{
for key_set in keys.iter_mut() {
for key in key_set.iter_mut() {
key.permute(outputs);
}
}
*relation = inner
.take_dangerous()
.arrange_by(keys)
.project(outputs.clone());
}
Ok(())
}
}
})
}
}