rustc_mir_dataflow/framework/

lattice.rs

//! Traits used to represent [lattices] for use as the domain of a dataflow analysis.
//!
//! # Overview
//!
//! The most common lattice is a powerset of some set `S`, ordered by [set inclusion]. The [Hasse
//! diagram] for the powerset of a set with two elements (`X` and `Y`) is shown below. Note that
//! distinct elements at the same height in a Hasse diagram (e.g. `{X}` and `{Y}`) are
//! *incomparable*, not equal.
//!
//! ```text
//!      {X, Y}    <- top
//!       /  \
//!    {X}    {Y}
//!       \  /
//!        {}      <- bottom
//!
//! ```
//!
//! The defining characteristic of a lattice—the one that differentiates it from a [partially
//! ordered set][poset]—is the existence of a *unique* least upper and greatest lower bound for
//! every pair of elements. The lattice join operator (`∨`) returns the least upper bound, and the
//! lattice meet operator (`∧`) returns the greatest lower bound. Types that implement one operator
//! but not the other are known as semilattices. Dataflow analysis only uses the join operator and
//! will work with any join-semilattice, but both should be specified when possible.
//!
//! ## `PartialOrd`
//!
//! Given that it represents a partially ordered set, you may be surprised that [`JoinSemiLattice`]
//! does not have [`PartialOrd`] as a supertrait. This
//! is because most standard library types use lexicographic ordering instead of set inclusion for
//! their `PartialOrd` impl. Since we do not actually need to compare lattice elements to run a
//! dataflow analysis, there's no need for a newtype wrapper with a custom `PartialOrd` impl. The
//! only benefit would be the ability to check that the least upper (or greatest lower) bound
//! returned by the lattice join (or meet) operator was in fact greater (or lower) than the inputs.
//!
//! [lattices]: https://en.wikipedia.org/wiki/Lattice_(order)
//! [set inclusion]: https://en.wikipedia.org/wiki/Subset
//! [Hasse diagram]: https://en.wikipedia.org/wiki/Hasse_diagram
//! [poset]: https://en.wikipedia.org/wiki/Partially_ordered_set

use rustc_index::Idx;
use rustc_index::bit_set::{DenseBitSet, MixedBitSet};

use crate::framework::BitSetExt;

/// A [partially ordered set][poset] that has a [least upper bound][lub] for any pair of elements
/// in the set.
///
/// [lub]: https://en.wikipedia.org/wiki/Infimum_and_supremum
/// [poset]: https://en.wikipedia.org/wiki/Partially_ordered_set
pub trait JoinSemiLattice: Eq {
    /// Computes the least upper bound of two elements, storing the result in `self` and returning
    /// `true` if `self` has changed.
    ///
    /// The lattice join operator is abbreviated as `∨`.
    fn join(&mut self, other: &Self) -> bool;
}

/// A set that has a "bottom" element, which is less than or equal to any other element.
pub trait HasBottom {
    const BOTTOM: Self;

    fn is_bottom(&self) -> bool;
}

/// A set that has a "top" element, which is greater than or equal to any other element.
pub trait HasTop {
    const TOP: Self;
}

/// A `DenseBitSet` represents the lattice formed by the powerset of all possible values of the
/// index type `T` ordered by inclusion. Equivalently, it is a tuple of "two-point" lattices, one
/// for each possible value of `T`.
impl<T: Idx> JoinSemiLattice for DenseBitSet<T> {
    fn join(&mut self, other: &Self) -> bool {
        self.union(other)
    }
}

impl<T: Idx> JoinSemiLattice for MixedBitSet<T> {
    fn join(&mut self, other: &Self) -> bool {
        self.union(other)
    }
}

/// Extends a type `T` with top and bottom elements to make it a partially ordered set in which no
/// value of `T` is comparable with any other.
///
/// A flat set has the following [Hasse diagram]:
///
/// ```text
///          top
///  / ... / /  \ \ ... \
/// all possible values of `T`
///  \ ... \ \  / / ... /
///         bottom
/// ```
///
/// [Hasse diagram]: https://en.wikipedia.org/wiki/Hasse_diagram
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
pub enum FlatSet<T> {
    Bottom,
    Elem(T),
    Top,
}

impl<T> FlatSet<T> {
    #[inline]
    pub fn and_then<U>(self, f: impl FnOnce(T) -> FlatSet<U>) -> FlatSet<U> {
        match self {
            FlatSet::Elem(elem) => f(elem),
            FlatSet::Bottom => FlatSet::Bottom,
            FlatSet::Top => FlatSet::Top,
        }
    }
}

impl<T: Clone + Eq> JoinSemiLattice for FlatSet<T> {
    fn join(&mut self, other: &Self) -> bool {
        let result = match (&*self, other) {
            (Self::Top, _) | (_, Self::Bottom) => return false,
            (Self::Elem(a), Self::Elem(b)) if a == b => return false,

            (Self::Bottom, Self::Elem(x)) => Self::Elem(x.clone()),

            _ => Self::Top,
        };

        *self = result;
        true
    }
}

impl<T> HasBottom for FlatSet<T> {
    const BOTTOM: Self = Self::Bottom;

    fn is_bottom(&self) -> bool {
        matches!(self, Self::Bottom)
    }
}

impl<T> HasTop for FlatSet<T> {
    const TOP: Self = Self::Top;
}

/// Extend a lattice with a bottom value to represent an unreachable execution.
///
/// The only useful action on an unreachable state is joining it with a reachable one to make it
/// reachable. All other actions, gen/kill for instance, are no-ops.
#[derive(PartialEq, Eq, Debug)]
pub enum MaybeReachable<T> {
    Unreachable,
    Reachable(T),
}

impl<T> MaybeReachable<T> {
    pub fn is_reachable(&self) -> bool {
        matches!(self, MaybeReachable::Reachable(_))
    }
}

impl<S> MaybeReachable<S> {
    /// Return whether the current state contains the given element. If the state is unreachable,
    /// it does no contain anything.
    pub fn contains<T>(&self, elem: T) -> bool
    where
        S: BitSetExt<T>,
    {
        match self {
            MaybeReachable::Unreachable => false,
            MaybeReachable::Reachable(set) => set.contains(elem),
        }
    }
}

impl<T, S: BitSetExt<T>> BitSetExt<T> for MaybeReachable<S> {
    fn contains(&self, elem: T) -> bool {
        self.contains(elem)
    }
}

impl<V: Clone> Clone for MaybeReachable<V> {
    fn clone(&self) -> Self {
        match self {
            MaybeReachable::Reachable(x) => MaybeReachable::Reachable(x.clone()),
            MaybeReachable::Unreachable => MaybeReachable::Unreachable,
        }
    }

    fn clone_from(&mut self, source: &Self) {
        match (&mut *self, source) {
            (MaybeReachable::Reachable(x), MaybeReachable::Reachable(y)) => {
                x.clone_from(y);
            }
            _ => *self = source.clone(),
        }
    }
}

impl<T: JoinSemiLattice + Clone> JoinSemiLattice for MaybeReachable<T> {
    fn join(&mut self, other: &Self) -> bool {
        // Unreachable acts as a bottom.
        match (&mut *self, &other) {
            (_, MaybeReachable::Unreachable) => false,
            (MaybeReachable::Unreachable, _) => {
                *self = other.clone();
                true
            }
            (MaybeReachable::Reachable(this), MaybeReachable::Reachable(other)) => this.join(other),
        }
    }
}