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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.
//! Detects an input being unioned with its negation and cancels them out
use itertools::Itertools;
use mz_expr::visit::Visit;
use mz_expr::MirRelationExpr;
use crate::{TransformCtx, TransformError};
/// Detects an input being unioned with its negation and cancels them out
///
/// `UnionBranchCancellation` is recursion-safe, but this is not immediately trivial:
/// It relies on the equality of certain `MirRelationExpr`s, which is a scary thing in a WMR
/// context, because `Get x` can mean not-equal things in different Let bindings.
/// However, this problematic case can't happen here, because when `UnionBranchCancellation` is
/// looking at two Gets to the same Id, then these have to be under the same Let binding.
/// This is because the recursion of `compare_branches` starts from two things in the same Let
/// binding (from two inputs of a Union), and then we don't make any `compare_branches` call
/// where `relation` and `other` are in different Let bindings.
#[derive(Debug)]
pub struct UnionBranchCancellation;
impl crate::Transform for UnionBranchCancellation {
#[mz_ore::instrument(
target = "optimizer",
level = "debug",
fields(path.segment = "union_branch_cancellation")
)]
fn transform(
&self,
relation: &mut MirRelationExpr,
_: &mut TransformCtx,
) -> Result<(), TransformError> {
let result = relation.try_visit_mut_post(&mut |e| self.action(e));
mz_repr::explain::trace_plan(&*relation);
result
}
}
/// Result of the comparison of two branches of a union for cancellation
/// purposes.
enum BranchCmp {
/// The two branches are equivalent in the sense the produce the
/// same exact results.
Equivalent,
/// The two branches are equivalent, but one of them produces negated
/// row count values, and hence, they cancel each other.
Inverse,
/// The two branches are not equivalent in any way.
Distinct,
}
impl BranchCmp {
/// Modify the result of the comparison when a Negate operator is
/// found at the top of one the branches just compared.
fn inverse(self) -> Self {
match self {
BranchCmp::Equivalent => BranchCmp::Inverse,
BranchCmp::Inverse => BranchCmp::Equivalent,
BranchCmp::Distinct => BranchCmp::Distinct,
}
}
}
impl UnionBranchCancellation {
/// Detects an input being unioned with its negation and cancels them out
pub fn action(&self, relation: &mut MirRelationExpr) -> Result<(), TransformError> {
if let MirRelationExpr::Union { base, inputs } = relation {
// Compares a union branch against the remaining branches in the union
// with opposite sign until it finds a branch that cancels the given one
// and returns its position.
let matching_negation = |input: &MirRelationExpr,
sign: bool,
inputs: &[MirRelationExpr],
input_signs: &[bool],
start_idx: usize|
-> Option<usize> {
for i in start_idx..inputs.len() {
// Only compare branches with opposite signs
if sign != input_signs[i] {
if let BranchCmp::Inverse = Self::compare_branches(input, &inputs[i]) {
return Some(i);
}
}
}
None
};
let base_sign = Self::branch_sign(base);
let input_signs = inputs.iter().map(Self::branch_sign).collect_vec();
// Compare branches if there is at least a negated branch
if std::iter::once(&base_sign).chain(&input_signs).any(|x| *x) {
if let Some(j) = matching_negation(&*base, base_sign, inputs, &input_signs, 0) {
let relation_typ = base.typ();
**base = MirRelationExpr::constant(vec![], relation_typ.clone());
inputs[j] = MirRelationExpr::constant(vec![], relation_typ);
}
for i in 0..inputs.len() {
if let Some(j) =
matching_negation(&inputs[i], input_signs[i], inputs, &input_signs, i + 1)
{
let relation_typ = inputs[i].typ();
inputs[i] = MirRelationExpr::constant(vec![], relation_typ.clone());
inputs[j] = MirRelationExpr::constant(vec![], relation_typ);
}
}
}
}
Ok(())
}
/// Returns the sign of a given union branch. The sign is `true` if the branch contains
/// an odd number of Negate operators within a chain of Map, Filter and Project
/// operators, and `false` otherwise.
///
/// This sign is pre-computed for all union branches in order to avoid performing
/// expensive comparisons of branches with the same sign since they can't possibly
/// cancel each other.
fn branch_sign(branch: &MirRelationExpr) -> bool {
let mut relation = branch;
let mut sign = false;
loop {
match relation {
MirRelationExpr::Negate { input } => {
sign ^= true;
relation = &**input;
}
MirRelationExpr::Map { input, .. }
| MirRelationExpr::Filter { input, .. }
| MirRelationExpr::Project { input, .. } => {
relation = &**input;
}
_ => return sign,
}
}
}
/// Compares two branches to check whether they produce the same results but
/// with negated row count values, ie. one of them contains an extra Negate operator.
/// Negate operators may appear interleaved with Map, Filter and Project
/// operators, but these operators must appear in the same order in both branches.
fn compare_branches(relation: &MirRelationExpr, other: &MirRelationExpr) -> BranchCmp {
match (relation, other) {
(
MirRelationExpr::Negate { input: input1 },
MirRelationExpr::Negate { input: input2 },
) => Self::compare_branches(&*input1, &*input2),
(r, MirRelationExpr::Negate { input }) | (MirRelationExpr::Negate { input }, r) => {
Self::compare_branches(&*input, r).inverse()
}
(
MirRelationExpr::Map {
input: input1,
scalars: scalars1,
},
MirRelationExpr::Map {
input: input2,
scalars: scalars2,
},
) => {
if scalars1 == scalars2 {
Self::compare_branches(&*input1, &*input2)
} else {
BranchCmp::Distinct
}
}
(
MirRelationExpr::Filter {
input: input1,
predicates: predicates1,
},
MirRelationExpr::Filter {
input: input2,
predicates: predicates2,
},
) => {
if predicates1 == predicates2 {
Self::compare_branches(&*input1, &*input2)
} else {
BranchCmp::Distinct
}
}
(
MirRelationExpr::Project {
input: input1,
outputs: outputs1,
},
MirRelationExpr::Project {
input: input2,
outputs: outputs2,
},
) => {
if outputs1 == outputs2 {
Self::compare_branches(&*input1, &*input2)
} else {
BranchCmp::Distinct
}
}
_ => {
if relation == other {
BranchCmp::Equivalent
} else {
BranchCmp::Distinct
}
}
}
}
}