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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.
//! Derived attributes framework and definitions.
use std::collections::{BTreeMap, BTreeSet};
use mz_expr::explain::ExplainContext;
use mz_expr::visit::{Visit, Visitor};
use mz_expr::{LocalId, MirRelationExpr};
use mz_ore::stack::RecursionLimitError;
use mz_repr::explain::{AnnotatedPlan, Attributes};
mod arity;
pub mod cardinality;
mod column_names;
mod non_negative;
mod relation_type;
mod subtree_size;
mod unique_keys;
// Attributes should have shortened paths when exported.
pub use arity::Arity;
pub use cardinality::Cardinality;
pub use column_names::ColumnNames;
pub use non_negative::NonNegative;
pub use relation_type::RelationType;
pub use subtree_size::SubtreeSize;
pub use unique_keys::UniqueKeys;
/// A common interface to be implemented by all derived attributes.
pub trait Attribute {
/// The domain of the attribute values.
type Value: Clone + Eq + PartialEq;
/// Derive an attribute.
fn derive(&mut self, expr: &MirRelationExpr, deps: &DerivedAttributes);
/// Schedule environment maintenance tasks.
///
/// Delegate to [`Env::schedule_tasks`] if this attribute has an [`Env`] field.
fn schedule_env_tasks(&mut self, _expr: &MirRelationExpr) {}
/// Handle scheduled environment maintenance tasks.
///
/// Delegate to [`Env::handle_tasks`] if this attribute has an [`Env`] field.
fn handle_env_tasks(&mut self) {}
/// The attribute ids of all other attributes that this attribute depends on.
fn add_dependencies(builder: &mut DerivedAttributesBuilder);
/// Attributes for each subexpression, visited in post-order.
fn get_results(&self) -> &Vec<Self::Value>;
/// Mutable attributes for each subexpression, visited in post-order.
fn get_results_mut(&mut self) -> &mut Vec<Self::Value>;
/// Consume self and return the attributes for each subexpression.
fn take(self) -> Vec<Self::Value>;
}
/// A map that keeps the computed `A` values for all `LocalId`
/// bindings in the current environment.
#[derive(Default)]
#[allow(missing_debug_implementations)]
pub struct Env<A: Attribute> {
/// The [`BTreeMap`] backing this environment.
env: BTreeMap<LocalId, A::Value>,
// A stack of tasks to maintain the `env` map.
env_tasks: Vec<EnvTask>,
}
impl<A: Attribute> Env<A> {
pub(crate) fn empty() -> Self {
Self {
env: Default::default(),
env_tasks: Default::default(),
}
}
pub(crate) fn get(&self, id: &LocalId) -> Option<&A::Value> {
self.env.get(id)
}
}
impl<A: Attribute> Env<A> {
/// Schedules exactly one environment maintenance task associated with the
/// given `expr`.
///
/// This should be:
/// 1. Called from a `Visitor<MirRelationExpr>::pre_visit` implementation.
/// 2. A `Bind` task for `MirRelationExpr` variants that represent a change
/// to the environment (in other words, `Let*` variants).
/// 3. A `Done` task for all other `MirRelationExpr` variants.
pub fn schedule_tasks(&mut self, expr: &MirRelationExpr) {
match expr {
MirRelationExpr::Let { id, .. } => {
// Add a `Bind` task for the `LocalId` bound by this node.
self.env_tasks.push(EnvTask::bind_one(id));
}
MirRelationExpr::LetRec { ids, .. } => {
// Add a `Bind` task for all `LocalId`s bound by this node. This
// will result in attribute derivation corresponding to a single
// sequential pass through all bindings (one iteration).
self.env_tasks.push(EnvTask::bind_seq(ids));
}
_ => {
// Do not do anything with the environment.
self.env_tasks.push(EnvTask::Done);
}
}
}
/// Handles scheduled environment maintenance tasks.
///
/// Should be called from a `Visitor<MirRelationExpr>::post_visit` implementation.
pub fn handle_tasks(&mut self, results: &Vec<A::Value>) {
// Pop the env task associated with the just visited node.
let parent = self.env_tasks.pop();
// This should always be a Done, as this is either the original value or
// the terminal state of the state machine that should be reached after
// all children of the current node have been visited, which should
// always be the case if handle_tasks is called from post_visit.
assert!(parent.is_some() && parent.unwrap() == EnvTask::Done);
// Update the state machine associated with the parent.
// This should always exist when post-visiting non-root nodes.
if let Some(env_task) = self.env_tasks.pop() {
// Compute a task to represent the next state of the state machine associated with
// this task.
let env_task = match env_task {
// A Bind state indicates that the parent of the current node is
// a Let or a LetRec, and we are about to leave a Let or LetRec
// binding value.
EnvTask::Bind(mut unbound, mut bound) => {
let id = unbound.pop().expect("non-empty unbound vector");
// Update the env map with the attribute value derived for
// the Let or LetRec binding value.
let result = results.last().expect("non-empty attribute results vector");
let oldval = self.env.insert(id.clone(), result.clone());
// No shadowing
assert!(oldval.is_none());
// Mark this LocalId as bound
bound.insert(id);
if unbound.is_empty() {
// The next sibling is a Let / LetRec body. Advance the
// state machine to a state where after the next sibling
// is visited all bound LocalIds associated with this
// state machine will be removed from the environment.
EnvTask::Unbind(bound)
} else {
// The next sibling is a LetRec value bound to the last
// element of `unbound`. Advance the state machine to a
// state where this LocalId will be bound after visiting
// that value.
EnvTask::Bind(unbound, bound)
}
}
// An Unbind state indicates that we are about to leave the Let or LetRec body.
EnvTask::Unbind(ids) => {
// Remove values associated with the given `ids`.
for id in ids {
self.env.remove(&id);
}
// Advance to a Done task indicating that there is nothing
// more to be done.
EnvTask::Done
}
// A Done state indicates that we don't need to do anything.
EnvTask::Done => EnvTask::Done,
};
// Advance the state machine.
self.env_tasks.push(env_task);
};
}
}
/// Models an environment maintenance task that needs to be executed after
/// visiting a [`MirRelationExpr`]. Each task is a state of a finite state
/// machine.
///
/// The [`Env::schedule_tasks`] hook installs exactly one such task for each
/// subexpression, and the [`Env::handle_tasks`] hook removes it.
///
/// In addition, the [`Env::handle_tasks`] looks at the task installed by the
/// parent expression and modifies it if needed, advancing it through the
/// following states from left to right:
///
/// ```text
/// Bind([...,x], {...}) --> Bind([...], {...,x}) --> Unbind({...}) --> Done
/// ```
#[derive(Eq, PartialEq, Debug)]
enum EnvTask {
/// Extend the environment by binding the last derived attribute under
/// the key given the tail of the lhs Vec and move that key from the
/// lhs Vec to the rhs BTreeSet.
Bind(Vec<LocalId>, BTreeSet<LocalId>),
/// Remove all LocalId entries in the given set from the environment.
Unbind(BTreeSet<LocalId>),
/// Do not do anything.
Done,
}
impl EnvTask {
/// Create an [`EnvTask::Bind`] state for a single binding.
fn bind_one(id: &LocalId) -> Self {
EnvTask::Bind(vec![id.clone()], BTreeSet::new())
}
/// Create an [`EnvTask::Bind`] state for a sequence of bindings.
fn bind_seq(ids: &Vec<LocalId>) -> Self {
EnvTask::Bind(ids.iter().rev().cloned().collect(), BTreeSet::new())
}
}
/// A builder for `DerivedAttributes` instances.
#[allow(missing_debug_implementations)]
#[derive(Default)]
/// Builds an [DerivedAttributes]
pub struct DerivedAttributesBuilder<'c> {
attributes: Box<AttributeStore<'c>>,
}
impl<'c> DerivedAttributesBuilder<'c> {
/// Add an attribute that [DerivedAttributes] should derive
pub fn require<A>(&mut self, attribute: A)
where
A: Attribute,
AttributeStore<'c>: AttributeContainer<A>,
{
if !self.attributes.attribute_is_enabled() {
A::add_dependencies(self);
self.attributes.push_attribute(attribute);
}
}
/// Consume `self`, producing an [DerivedAttributes]
pub fn finish(self) -> DerivedAttributes<'c> {
DerivedAttributes {
store: self.attributes,
buffer: Box::new(AttributeStore::default()),
}
}
}
#[allow(missing_debug_implementations)]
/// Derives an attribute and any attribute it depends on.
///
/// Can be constructed either manually from a [DerivedAttributesBuilder] or
/// directly from an [ExplainContext].
pub struct DerivedAttributes<'c> {
/// Holds the attributes derived for all subexpressions so far.
store: Box<AttributeStore<'c>>,
/// A buffer to be used for the next subexpresion. For every subexpressions
/// we swap the `store` and `buffer` state and then process items from
/// `buffer` one by one, moving them back to `store`.
buffer: Box<AttributeStore<'c>>,
}
impl<'c> From<&ExplainContext<'c>> for DerivedAttributes<'c> {
fn from(context: &ExplainContext<'c>) -> DerivedAttributes<'c> {
let mut builder = DerivedAttributesBuilder::default();
if context.config.subtree_size {
builder.require(SubtreeSize::default());
}
if context.config.non_negative {
builder.require(NonNegative::default());
}
if context.config.types {
builder.require(RelationType::default());
}
if context.config.arity {
builder.require(Arity::default());
}
if context.config.keys {
builder.require(UniqueKeys::default());
}
if context.config.cardinality {
builder.require(Cardinality::default());
}
if context.config.column_names || context.config.humanized_exprs {
builder.require(ColumnNames::new(context.humanizer));
}
builder.finish()
}
}
impl<'c> DerivedAttributes<'c> {
/// Get a reference to the attributes derived so far.
pub fn get_results<'a, A>(&'a self) -> &Vec<A::Value>
where
A: Attribute + 'a,
AttributeStore<'c>: AttributeContainer<A>,
{
self.store.get_attribute().unwrap().get_results()
}
/// Get a mutable reference to the attributes derived so far.
///
/// Calling this and modifying the result risks messing up subsequent
/// derivations.
pub fn get_results_mut<'a, A>(&'a mut self) -> &mut Vec<A::Value>
where
A: Attribute + 'a,
AttributeStore<'c>: AttributeContainer<A>,
{
self.store.get_mut_attribute().unwrap().get_results_mut()
}
/// Extract the vector of attributes derived so far
///
/// After this call, no further attributes of this type will be derived.
pub fn remove_results<A>(&mut self) -> Vec<A::Value>
where
A: Attribute,
AttributeStore<'c>: AttributeContainer<A>,
{
self.store.take_attribute().unwrap().take()
}
/// Call when the most recently exited node of the [MirRelationExpr]
/// has been deleted.
///
/// For each attribute, removes the last value derived.
pub fn trim(&mut self) {
self.trim_attr::<SubtreeSize>();
self.trim_attr::<NonNegative>();
self.trim_attr::<RelationType>();
self.trim_attr::<Arity>();
self.trim_attr::<UniqueKeys>();
self.trim_attr::<Cardinality>();
self.trim_attr::<ColumnNames>();
}
}
impl<'c> Visitor<MirRelationExpr> for DerivedAttributes<'c> {
/// Does derivation work required upon entering a subexpression.
fn pre_visit(&mut self, expr: &MirRelationExpr) {
// The `pre_visit` methods must be called in dependency order!
self.pre_visit::<SubtreeSize>(expr);
self.pre_visit::<NonNegative>(expr);
self.pre_visit::<RelationType>(expr);
self.pre_visit::<Arity>(expr);
self.pre_visit::<UniqueKeys>(expr);
self.pre_visit::<Cardinality>(expr);
self.pre_visit::<ColumnNames>(expr);
}
/// Does derivation work required upon exiting a subexpression.
fn post_visit(&mut self, expr: &MirRelationExpr) {
std::mem::swap(&mut self.store, &mut self.buffer);
// The `post_visit` methods must be called in dependency order!
self.post_visit::<SubtreeSize>(expr);
self.post_visit::<NonNegative>(expr);
self.post_visit::<RelationType>(expr);
self.post_visit::<Arity>(expr);
self.post_visit::<UniqueKeys>(expr);
self.post_visit::<Cardinality>(expr);
self.post_visit::<ColumnNames>(expr);
}
}
impl<'c> DerivedAttributes<'c> {
fn pre_visit<A>(&mut self, expr: &MirRelationExpr)
where
A: Attribute,
AttributeStore<'c>: AttributeContainer<A>,
{
if let Some(attr) = self.store.get_mut_attribute() {
attr.schedule_env_tasks(expr)
}
}
fn post_visit<A>(&mut self, expr: &MirRelationExpr)
where
A: Attribute,
AttributeStore<'c>: AttributeContainer<A>,
{
if let Some(mut attr) = self.buffer.take_attribute() {
attr.derive(expr, self);
attr.handle_env_tasks();
self.store.push_attribute(attr);
}
}
fn trim_attr<A>(&mut self)
where
A: Attribute,
AttributeStore<'c>: AttributeContainer<A>,
{
if let Some(a) = self.store.get_mut_attribute() {
a.get_results_mut().pop();
};
}
}
/// An API for manipulating the of type `A` an enclosing store.
pub trait AttributeContainer<A: Attribute> {
/// Push the attribute to the store.
fn push_attribute(&mut self, value: A);
/// Take the attribute from the store, leaving its slot empty.
fn take_attribute(&mut self) -> Option<A>;
/// Check if the attribute is enabled.
fn attribute_is_enabled(&self) -> bool;
/// Get an immutable reference to the attribute.
fn get_attribute(&self) -> Option<&A>;
/// Get a mutable reference to the attribute.
fn get_mut_attribute(&mut self) -> Option<&mut A>;
}
/// A store of attribute derivation algorithms.
///
/// Values of `Some(attribute)` in the individual fields represent attributes
/// that should be derived.
///
/// The definition order of the fields must respect dependencies (the first
/// attribute cannot have dependencies, the second can only depend on the first,
/// and so forth).
#[allow(missing_debug_implementations)]
#[derive(Default)]
pub struct AttributeStore<'c> {
subtree_size: Option<SubtreeSize>,
non_negative: Option<NonNegative>,
arity: Option<Arity>,
relation_type: Option<RelationType>,
unique_keys: Option<UniqueKeys>,
cardinality: Option<Cardinality>,
column_names: Option<ColumnNames<'c>>,
}
macro_rules! attribute_store_container_for {
($field:expr) => {
paste::paste! {
impl<'c> AttributeContainer<[<$field:camel>]> for AttributeStore<'c> {
fn push_attribute(&mut self, value: [<$field:camel>]) {
self.$field = Some(value);
}
fn take_attribute(&mut self) -> Option<[<$field:camel>]> {
std::mem::take(&mut self.$field)
}
fn attribute_is_enabled(&self) -> bool {
self.$field.is_some()
}
fn get_attribute(&self) -> Option<&[<$field:camel>]> {
self.$field.as_ref()
}
fn get_mut_attribute(&mut self) -> Option<&mut [<$field:camel>]> {
self.$field.as_mut()
}
}
}
};
}
attribute_store_container_for!(subtree_size);
attribute_store_container_for!(non_negative);
attribute_store_container_for!(arity);
attribute_store_container_for!(relation_type);
attribute_store_container_for!(unique_keys);
attribute_store_container_for!(cardinality);
impl<'a> AttributeContainer<ColumnNames<'a>> for AttributeStore<'a> {
fn push_attribute(&mut self, value: ColumnNames<'a>) {
self.column_names = Some(value);
}
fn take_attribute(&mut self) -> Option<ColumnNames<'a>> {
std::mem::take(&mut self.column_names)
}
fn attribute_is_enabled(&self) -> bool {
self.column_names.is_some()
}
fn get_attribute(&self) -> Option<&ColumnNames<'a>> {
self.column_names.as_ref()
}
fn get_mut_attribute(&mut self) -> Option<&mut ColumnNames<'a>> {
self.column_names.as_mut()
}
}
/// Produce an [`AnnotatedPlan`] wrapping the given [`MirRelationExpr`] along
/// with [`Attributes`] derived from the given context configuration.
pub fn annotate_plan<'a>(
plan: &'a MirRelationExpr,
context: &'a ExplainContext,
) -> Result<AnnotatedPlan<'a, MirRelationExpr>, RecursionLimitError> {
let mut annotations = BTreeMap::<&MirRelationExpr, Attributes>::default();
let config = context.config;
// We want to annotate the plan with attributes in the following cases:
// 1. An attribute was explicitly requested in the ExplainConfig.
// 2. Humanized expressions were requested in the ExplainConfig (in which
// case we need to derive the ColumnNames attribute).
if config.requires_attributes() || config.humanized_exprs {
// get the annotation keys
let subtree_refs = plan.post_order_vec();
// get the annotation values
let mut attributes = DerivedAttributes::from(context);
plan.visit(&mut attributes)?;
if config.subtree_size {
for (expr, subtree_size) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<SubtreeSize>().into_iter(),
) {
let attributes = annotations.entry(expr).or_default();
attributes.subtree_size = Some(subtree_size);
}
}
if config.non_negative {
for (expr, attr) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<NonNegative>().into_iter(),
) {
let attrs = annotations.entry(expr).or_default();
attrs.non_negative = Some(attr);
}
}
if config.arity {
for (expr, arity) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<Arity>().into_iter(),
) {
let attrs = annotations.entry(expr).or_default();
attrs.arity = Some(arity);
}
}
if config.types {
for (expr, types) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<RelationType>().into_iter(),
) {
let attrs = annotations.entry(expr).or_default();
attrs.types = Some(types);
}
}
if config.keys {
for (expr, keys) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<UniqueKeys>().into_iter(),
) {
let attrs = annotations.entry(expr).or_default();
attrs.keys = Some(keys);
}
}
if config.cardinality {
for (expr, cardinality) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<Cardinality>().into_iter(),
) {
let cardinality =
cardinality::HumanizedSymbolicExpression::new(&cardinality, context.humanizer)
.to_string();
let attrs = annotations.entry(expr).or_default();
attrs.cardinality = Some(cardinality);
}
}
if config.column_names || config.humanized_exprs {
for (expr, column_names) in std::iter::zip(
subtree_refs.iter(),
attributes.remove_results::<ColumnNames>().into_iter(),
) {
let attrs = annotations.entry(expr).or_default();
attrs.column_names = Some(column_names);
}
}
}
Ok(AnnotatedPlan { plan, annotations })
}