| //! A framework that can express both [gen-kill] and generic dataflow problems. | |
| //! | |
| //! To actually use this framework, you must implement either the `Analysis` or the | |
| //! `GenKillAnalysis` trait. If your transfer function can be expressed with only gen/kill | |
| //! operations, prefer `GenKillAnalysis` since it will run faster while iterating to fixpoint. The | |
| //! `impls` module contains several examples of gen/kill dataflow analyses. | |
| //! | |
| //! Create an `Engine` for your analysis using the `into_engine` method on the `Analysis` trait, | |
| //! then call `iterate_to_fixpoint`. From there, you can use a `ResultsCursor` to inspect the | |
| //! fixpoint solution to your dataflow problem, or implement the `ResultsVisitor` interface and use | |
| //! `visit_results`. The following example uses the `ResultsCursor` approach. | |
| //! | |
| //! ```ignore (cross-crate-imports) | |
| //! use rustc_const_eval::dataflow::Analysis; // Makes `into_engine` available. | |
| //! | |
| //! fn do_my_analysis(tcx: TyCtxt<'tcx>, body: &mir::Body<'tcx>) { | |
| //! let analysis = MyAnalysis::new() | |
| //! .into_engine(tcx, body) | |
| //! .iterate_to_fixpoint() | |
| //! .into_results_cursor(body); | |
| //! | |
| //! // Print the dataflow state *after* each statement in the start block. | |
| //! for (_, statement_index) in body.block_data[START_BLOCK].statements.iter_enumerated() { | |
| //! cursor.seek_after(Location { block: START_BLOCK, statement_index }); | |
| //! let state = cursor.get(); | |
| //! println!("{:?}", state); | |
| //! } | |
| //! } | |
| //! ``` | |
| //! | |
| //! [gen-kill]: https://en.wikipedia.org/wiki/Data-flow_analysis#Bit_vector_problems | |
| use std::cmp::Ordering; | |
| use rustc_index::bit_set::{BitSet, ChunkedBitSet, HybridBitSet}; | |
| use rustc_index::vec::Idx; | |
| use rustc_middle::mir::{self, BasicBlock, Location}; | |
| use rustc_middle::ty::TyCtxt; | |
| mod cursor; | |
| mod direction; | |
| mod engine; | |
| pub mod fmt; | |
| pub mod graphviz; | |
| pub mod lattice; | |
| mod visitor; | |
| pub use self::cursor::{ResultsCursor, ResultsRefCursor}; | |
| pub use self::direction::{Backward, Direction, Forward}; | |
| pub use self::engine::{Engine, Results}; | |
| pub use self::lattice::{JoinSemiLattice, MeetSemiLattice}; | |
| pub use self::visitor::{visit_results, ResultsVisitable, ResultsVisitor}; | |
| /// Analysis domains are all bitsets of various kinds. This trait holds | |
| /// operations needed by all of them. | |
| pub trait BitSetExt<T> { | |
| fn domain_size(&self) -> usize; | |
| fn contains(&self, elem: T) -> bool; | |
| fn union(&mut self, other: &HybridBitSet<T>); | |
| fn subtract(&mut self, other: &HybridBitSet<T>); | |
| } | |
| impl<T: Idx> BitSetExt<T> for BitSet<T> { | |
| fn domain_size(&self) -> usize { | |
| self.domain_size() | |
| } | |
| fn contains(&self, elem: T) -> bool { | |
| self.contains(elem) | |
| } | |
| fn union(&mut self, other: &HybridBitSet<T>) { | |
| self.union(other); | |
| } | |
| fn subtract(&mut self, other: &HybridBitSet<T>) { | |
| self.subtract(other); | |
| } | |
| } | |
| impl<T: Idx> BitSetExt<T> for ChunkedBitSet<T> { | |
| fn domain_size(&self) -> usize { | |
| self.domain_size() | |
| } | |
| fn contains(&self, elem: T) -> bool { | |
| self.contains(elem) | |
| } | |
| fn union(&mut self, other: &HybridBitSet<T>) { | |
| self.union(other); | |
| } | |
| fn subtract(&mut self, other: &HybridBitSet<T>) { | |
| self.subtract(other); | |
| } | |
| } | |
| /// Define the domain of a dataflow problem. | |
| /// | |
| /// This trait specifies the lattice on which this analysis operates (the domain) as well as its | |
| /// initial value at the entry point of each basic block. | |
| pub trait AnalysisDomain<'tcx> { | |
| /// The type that holds the dataflow state at any given point in the program. | |
| type Domain: Clone + JoinSemiLattice; | |
| /// The direction of this analysis. Either `Forward` or `Backward`. | |
| type Direction: Direction = Forward; | |
| /// A descriptive name for this analysis. Used only for debugging. | |
| /// | |
| /// This name should be brief and contain no spaces, periods or other characters that are not | |
| /// suitable as part of a filename. | |
| const NAME: &'static str; | |
| /// The initial value of the dataflow state upon entry to each basic block. | |
| fn bottom_value(&self, body: &mir::Body<'tcx>) -> Self::Domain; | |
| /// Mutates the initial value of the dataflow state upon entry to the `START_BLOCK`. | |
| /// | |
| /// For backward analyses, initial state besides the bottom value is not yet supported. Trying | |
| /// to mutate the initial state will result in a panic. | |
| // | |
| // FIXME: For backward dataflow analyses, the initial state should be applied to every basic | |
| // block where control flow could exit the MIR body (e.g., those terminated with `return` or | |
| // `resume`). It's not obvious how to handle `yield` points in generators, however. | |
| fn initialize_start_block(&self, body: &mir::Body<'tcx>, state: &mut Self::Domain); | |
| } | |
| /// A dataflow problem with an arbitrarily complex transfer function. | |
| /// | |
| /// # Convergence | |
| /// | |
| /// When implementing this trait directly (not via [`GenKillAnalysis`]), it's possible to choose a | |
| /// transfer function such that the analysis does not reach fixpoint. To guarantee convergence, | |
| /// your transfer functions must maintain the following invariant: | |
| /// | |
| /// > If the dataflow state **before** some point in the program changes to be greater | |
| /// than the prior state **before** that point, the dataflow state **after** that point must | |
| /// also change to be greater than the prior state **after** that point. | |
| /// | |
| /// This invariant guarantees that the dataflow state at a given point in the program increases | |
| /// monotonically until fixpoint is reached. Note that this monotonicity requirement only applies | |
| /// to the same point in the program at different points in time. The dataflow state at a given | |
| /// point in the program may or may not be greater than the state at any preceding point. | |
| pub trait Analysis<'tcx>: AnalysisDomain<'tcx> { | |
| /// Updates the current dataflow state with the effect of evaluating a statement. | |
| fn apply_statement_effect( | |
| &self, | |
| state: &mut Self::Domain, | |
| statement: &mir::Statement<'tcx>, | |
| location: Location, | |
| ); | |
| /// Updates the current dataflow state with an effect that occurs immediately *before* the | |
| /// given statement. | |
| /// | |
| /// This method is useful if the consumer of the results of this analysis needs only to observe | |
| /// *part* of the effect of a statement (e.g. for two-phase borrows). As a general rule, | |
| /// analyses should not implement this without implementing `apply_statement_effect`. | |
| fn apply_before_statement_effect( | |
| &self, | |
| _state: &mut Self::Domain, | |
| _statement: &mir::Statement<'tcx>, | |
| _location: Location, | |
| ) { | |
| } | |
| /// Updates the current dataflow state with the effect of evaluating a terminator. | |
| /// | |
| /// The effect of a successful return from a `Call` terminator should **not** be accounted for | |
| /// in this function. That should go in `apply_call_return_effect`. For example, in the | |
| /// `InitializedPlaces` analyses, the return place for a function call is not marked as | |
| /// initialized here. | |
| fn apply_terminator_effect( | |
| &self, | |
| state: &mut Self::Domain, | |
| terminator: &mir::Terminator<'tcx>, | |
| location: Location, | |
| ); | |
| /// Updates the current dataflow state with an effect that occurs immediately *before* the | |
| /// given terminator. | |
| /// | |
| /// This method is useful if the consumer of the results of this analysis needs only to observe | |
| /// *part* of the effect of a terminator (e.g. for two-phase borrows). As a general rule, | |
| /// analyses should not implement this without implementing `apply_terminator_effect`. | |
| fn apply_before_terminator_effect( | |
| &self, | |
| _state: &mut Self::Domain, | |
| _terminator: &mir::Terminator<'tcx>, | |
| _location: Location, | |
| ) { | |
| } | |
| /* Edge-specific effects */ | |
| /// Updates the current dataflow state with the effect of a successful return from a `Call` | |
| /// terminator. | |
| /// | |
| /// This is separate from `apply_terminator_effect` to properly track state across unwind | |
| /// edges. | |
| fn apply_call_return_effect( | |
| &self, | |
| state: &mut Self::Domain, | |
| block: BasicBlock, | |
| return_places: CallReturnPlaces<'_, 'tcx>, | |
| ); | |
| /// Updates the current dataflow state with the effect of resuming from a `Yield` terminator. | |
| /// | |
| /// This is similar to `apply_call_return_effect` in that it only takes place after the | |
| /// generator is resumed, not when it is dropped. | |
| /// | |
| /// By default, no effects happen. | |
| fn apply_yield_resume_effect( | |
| &self, | |
| _state: &mut Self::Domain, | |
| _resume_block: BasicBlock, | |
| _resume_place: mir::Place<'tcx>, | |
| ) { | |
| } | |
| /// Updates the current dataflow state with the effect of taking a particular branch in a | |
| /// `SwitchInt` terminator. | |
| /// | |
| /// Unlike the other edge-specific effects, which are allowed to mutate `Self::Domain` | |
| /// directly, overriders of this method must pass a callback to | |
| /// `SwitchIntEdgeEffects::apply`. The callback will be run once for each outgoing edge and | |
| /// will have access to the dataflow state that will be propagated along that edge. | |
| /// | |
| /// This interface is somewhat more complex than the other visitor-like "effect" methods. | |
| /// However, it is both more ergonomic—callers don't need to recompute or cache information | |
| /// about a given `SwitchInt` terminator for each one of its edges—and more efficient—the | |
| /// engine doesn't need to clone the exit state for a block unless | |
| /// `SwitchIntEdgeEffects::apply` is actually called. | |
| fn apply_switch_int_edge_effects( | |
| &self, | |
| _block: BasicBlock, | |
| _discr: &mir::Operand<'tcx>, | |
| _apply_edge_effects: &mut impl SwitchIntEdgeEffects<Self::Domain>, | |
| ) { | |
| } | |
| /* Extension methods */ | |
| /// Creates an `Engine` to find the fixpoint for this dataflow problem. | |
| /// | |
| /// You shouldn't need to override this outside this module, since the combination of the | |
| /// default impl and the one for all `A: GenKillAnalysis` will do the right thing. | |
| /// Its purpose is to enable method chaining like so: | |
| /// | |
| /// ```ignore (cross-crate-imports) | |
| /// let results = MyAnalysis::new(tcx, body) | |
| /// .into_engine(tcx, body, def_id) | |
| /// .iterate_to_fixpoint() | |
| /// .into_results_cursor(body); | |
| /// ``` | |
| fn into_engine<'mir>( | |
| self, | |
| tcx: TyCtxt<'tcx>, | |
| body: &'mir mir::Body<'tcx>, | |
| ) -> Engine<'mir, 'tcx, Self> | |
| where | |
| Self: Sized, | |
| { | |
| Engine::new_generic(tcx, body, self) | |
| } | |
| } | |
| /// A gen/kill dataflow problem. | |
| /// | |
| /// Each method in this trait has a corresponding one in `Analysis`. However, these methods only | |
| /// allow modification of the dataflow state via "gen" and "kill" operations. By defining transfer | |
| /// functions for each statement in this way, the transfer function for an entire basic block can | |
| /// be computed efficiently. | |
| /// | |
| /// `Analysis` is automatically implemented for all implementers of `GenKillAnalysis`. | |
| pub trait GenKillAnalysis<'tcx>: Analysis<'tcx> { | |
| type Idx: Idx; | |
| /// See `Analysis::apply_statement_effect`. | |
| fn statement_effect( | |
| &self, | |
| trans: &mut impl GenKill<Self::Idx>, | |
| statement: &mir::Statement<'tcx>, | |
| location: Location, | |
| ); | |
| /// See `Analysis::apply_before_statement_effect`. | |
| fn before_statement_effect( | |
| &self, | |
| _trans: &mut impl GenKill<Self::Idx>, | |
| _statement: &mir::Statement<'tcx>, | |
| _location: Location, | |
| ) { | |
| } | |
| /// See `Analysis::apply_terminator_effect`. | |
| fn terminator_effect( | |
| &self, | |
| trans: &mut impl GenKill<Self::Idx>, | |
| terminator: &mir::Terminator<'tcx>, | |
| location: Location, | |
| ); | |
| /// See `Analysis::apply_before_terminator_effect`. | |
| fn before_terminator_effect( | |
| &self, | |
| _trans: &mut impl GenKill<Self::Idx>, | |
| _terminator: &mir::Terminator<'tcx>, | |
| _location: Location, | |
| ) { | |
| } | |
| /* Edge-specific effects */ | |
| /// See `Analysis::apply_call_return_effect`. | |
| fn call_return_effect( | |
| &self, | |
| trans: &mut impl GenKill<Self::Idx>, | |
| block: BasicBlock, | |
| return_places: CallReturnPlaces<'_, 'tcx>, | |
| ); | |
| /// See `Analysis::apply_yield_resume_effect`. | |
| fn yield_resume_effect( | |
| &self, | |
| _trans: &mut impl GenKill<Self::Idx>, | |
| _resume_block: BasicBlock, | |
| _resume_place: mir::Place<'tcx>, | |
| ) { | |
| } | |
| /// See `Analysis::apply_switch_int_edge_effects`. | |
| fn switch_int_edge_effects<G: GenKill<Self::Idx>>( | |
| &self, | |
| _block: BasicBlock, | |
| _discr: &mir::Operand<'tcx>, | |
| _edge_effects: &mut impl SwitchIntEdgeEffects<G>, | |
| ) { | |
| } | |
| } | |
| impl<'tcx, A> Analysis<'tcx> for A | |
| where | |
| A: GenKillAnalysis<'tcx>, | |
| A::Domain: GenKill<A::Idx> + BitSetExt<A::Idx>, | |
| { | |
| fn apply_statement_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| statement: &mir::Statement<'tcx>, | |
| location: Location, | |
| ) { | |
| self.statement_effect(state, statement, location); | |
| } | |
| fn apply_before_statement_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| statement: &mir::Statement<'tcx>, | |
| location: Location, | |
| ) { | |
| self.before_statement_effect(state, statement, location); | |
| } | |
| fn apply_terminator_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| terminator: &mir::Terminator<'tcx>, | |
| location: Location, | |
| ) { | |
| self.terminator_effect(state, terminator, location); | |
| } | |
| fn apply_before_terminator_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| terminator: &mir::Terminator<'tcx>, | |
| location: Location, | |
| ) { | |
| self.before_terminator_effect(state, terminator, location); | |
| } | |
| /* Edge-specific effects */ | |
| fn apply_call_return_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| block: BasicBlock, | |
| return_places: CallReturnPlaces<'_, 'tcx>, | |
| ) { | |
| self.call_return_effect(state, block, return_places); | |
| } | |
| fn apply_yield_resume_effect( | |
| &self, | |
| state: &mut A::Domain, | |
| resume_block: BasicBlock, | |
| resume_place: mir::Place<'tcx>, | |
| ) { | |
| self.yield_resume_effect(state, resume_block, resume_place); | |
| } | |
| fn apply_switch_int_edge_effects( | |
| &self, | |
| block: BasicBlock, | |
| discr: &mir::Operand<'tcx>, | |
| edge_effects: &mut impl SwitchIntEdgeEffects<A::Domain>, | |
| ) { | |
| self.switch_int_edge_effects(block, discr, edge_effects); | |
| } | |
| /* Extension methods */ | |
| fn into_engine<'mir>( | |
| self, | |
| tcx: TyCtxt<'tcx>, | |
| body: &'mir mir::Body<'tcx>, | |
| ) -> Engine<'mir, 'tcx, Self> | |
| where | |
| Self: Sized, | |
| { | |
| Engine::new_gen_kill(tcx, body, self) | |
| } | |
| } | |
| /// The legal operations for a transfer function in a gen/kill problem. | |
| /// | |
| /// This abstraction exists because there are two different contexts in which we call the methods in | |
| /// `GenKillAnalysis`. Sometimes we need to store a single transfer function that can be efficiently | |
| /// applied multiple times, such as when computing the cumulative transfer function for each block. | |
| /// These cases require a `GenKillSet`, which in turn requires two `BitSet`s of storage. Oftentimes, | |
| /// however, we only need to apply an effect once. In *these* cases, it is more efficient to pass the | |
| /// `BitSet` representing the state vector directly into the `*_effect` methods as opposed to | |
| /// building up a `GenKillSet` and then throwing it away. | |
| pub trait GenKill<T> { | |
| /// Inserts `elem` into the state vector. | |
| fn gen(&mut self, elem: T); | |
| /// Removes `elem` from the state vector. | |
| fn kill(&mut self, elem: T); | |
| /// Calls `gen` for each element in `elems`. | |
| fn gen_all(&mut self, elems: impl IntoIterator<Item = T>) { | |
| for elem in elems { | |
| self.gen(elem); | |
| } | |
| } | |
| /// Calls `kill` for each element in `elems`. | |
| fn kill_all(&mut self, elems: impl IntoIterator<Item = T>) { | |
| for elem in elems { | |
| self.kill(elem); | |
| } | |
| } | |
| } | |
| /// Stores a transfer function for a gen/kill problem. | |
| /// | |
| /// Calling `gen`/`kill` on a `GenKillSet` will "build up" a transfer function so that it can be | |
| /// applied multiple times efficiently. When there are multiple calls to `gen` and/or `kill` for | |
| /// the same element, the most recent one takes precedence. | |
| #[derive(Clone)] | |
| pub struct GenKillSet<T> { | |
| gen: HybridBitSet<T>, | |
| kill: HybridBitSet<T>, | |
| } | |
| impl<T: Idx> GenKillSet<T> { | |
| /// Creates a new transfer function that will leave the dataflow state unchanged. | |
| pub fn identity(universe: usize) -> Self { | |
| GenKillSet { | |
| gen: HybridBitSet::new_empty(universe), | |
| kill: HybridBitSet::new_empty(universe), | |
| } | |
| } | |
| pub fn apply(&self, state: &mut impl BitSetExt<T>) { | |
| state.union(&self.gen); | |
| state.subtract(&self.kill); | |
| } | |
| } | |
| impl<T: Idx> GenKill<T> for GenKillSet<T> { | |
| fn gen(&mut self, elem: T) { | |
| self.gen.insert(elem); | |
| self.kill.remove(elem); | |
| } | |
| fn kill(&mut self, elem: T) { | |
| self.kill.insert(elem); | |
| self.gen.remove(elem); | |
| } | |
| } | |
| impl<T: Idx> GenKill<T> for BitSet<T> { | |
| fn gen(&mut self, elem: T) { | |
| self.insert(elem); | |
| } | |
| fn kill(&mut self, elem: T) { | |
| self.remove(elem); | |
| } | |
| } | |
| impl<T: Idx> GenKill<T> for ChunkedBitSet<T> { | |
| fn gen(&mut self, elem: T) { | |
| self.insert(elem); | |
| } | |
| fn kill(&mut self, elem: T) { | |
| self.remove(elem); | |
| } | |
| } | |
| impl<T: Idx> GenKill<T> for lattice::Dual<BitSet<T>> { | |
| fn gen(&mut self, elem: T) { | |
| self.0.insert(elem); | |
| } | |
| fn kill(&mut self, elem: T) { | |
| self.0.remove(elem); | |
| } | |
| } | |
| // NOTE: DO NOT CHANGE VARIANT ORDER. The derived `Ord` impls rely on the current order. | |
| #[derive(Clone, Copy, Debug, PartialEq, Eq, PartialOrd, Ord)] | |
| pub enum Effect { | |
| /// The "before" effect (e.g., `apply_before_statement_effect`) for a statement (or | |
| /// terminator). | |
| Before, | |
| /// The "primary" effect (e.g., `apply_statement_effect`) for a statement (or terminator). | |
| Primary, | |
| } | |
| impl Effect { | |
| pub const fn at_index(self, statement_index: usize) -> EffectIndex { | |
| EffectIndex { effect: self, statement_index } | |
| } | |
| } | |
| #[derive(Clone, Copy, Debug, PartialEq, Eq)] | |
| pub struct EffectIndex { | |
| statement_index: usize, | |
| effect: Effect, | |
| } | |
| impl EffectIndex { | |
| fn next_in_forward_order(self) -> Self { | |
| match self.effect { | |
| Effect::Before => Effect::Primary.at_index(self.statement_index), | |
| Effect::Primary => Effect::Before.at_index(self.statement_index + 1), | |
| } | |
| } | |
| fn next_in_backward_order(self) -> Self { | |
| match self.effect { | |
| Effect::Before => Effect::Primary.at_index(self.statement_index), | |
| Effect::Primary => Effect::Before.at_index(self.statement_index - 1), | |
| } | |
| } | |
| /// Returns `true` if the effect at `self` should be applied earlier than the effect at `other` | |
| /// in forward order. | |
| fn precedes_in_forward_order(self, other: Self) -> bool { | |
| let ord = self | |
| .statement_index | |
| .cmp(&other.statement_index) | |
| .then_with(|| self.effect.cmp(&other.effect)); | |
| ord == Ordering::Less | |
| } | |
| /// Returns `true` if the effect at `self` should be applied earlier than the effect at `other` | |
| /// in backward order. | |
| fn precedes_in_backward_order(self, other: Self) -> bool { | |
| let ord = other | |
| .statement_index | |
| .cmp(&self.statement_index) | |
| .then_with(|| self.effect.cmp(&other.effect)); | |
| ord == Ordering::Less | |
| } | |
| } | |
| pub struct SwitchIntTarget { | |
| pub value: Option<u128>, | |
| pub target: BasicBlock, | |
| } | |
| /// A type that records the edge-specific effects for a `SwitchInt` terminator. | |
| pub trait SwitchIntEdgeEffects<D> { | |
| /// Calls `apply_edge_effect` for each outgoing edge from a `SwitchInt` terminator and | |
| /// records the results. | |
| fn apply(&mut self, apply_edge_effect: impl FnMut(&mut D, SwitchIntTarget)); | |
| } | |
| /// List of places that are written to after a successful (non-unwind) return | |
| /// from a `Call` or `InlineAsm`. | |
| pub enum CallReturnPlaces<'a, 'tcx> { | |
| Call(mir::Place<'tcx>), | |
| InlineAsm(&'a [mir::InlineAsmOperand<'tcx>]), | |
| } | |
| impl<'tcx> CallReturnPlaces<'_, 'tcx> { | |
| pub fn for_each(&self, mut f: impl FnMut(mir::Place<'tcx>)) { | |
| match *self { | |
| Self::Call(place) => f(place), | |
| Self::InlineAsm(operands) => { | |
| for op in operands { | |
| match *op { | |
| mir::InlineAsmOperand::Out { place: Some(place), .. } | |
| | mir::InlineAsmOperand::InOut { out_place: Some(place), .. } => f(place), | |
| _ => {} | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| #[cfg(test)] | |
| mod tests; |