PatternMatch.h

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//===- PatternMatch.h - PatternMatcher classes -------==---------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
 
#ifndef MLIR_IR_PATTERNMATCH_H
#define MLIR_IR_PATTERNMATCH_H
 
#include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinOps.h"
#include "llvm/ADT/FunctionExtras.h"
#include "llvm/Support/TypeName.h"
#include <optional>
 
using llvm::SmallPtrSetImpl;
namespace mlir {
 
class PatternRewriter;
 
//===----------------------------------------------------------------------===//
// PatternBenefit class
//===----------------------------------------------------------------------===//
 
/// This class represents the benefit of a pattern match in a unitless scheme
/// that ranges from 0 (very little benefit) to 65K.  The most common unit to
/// use here is the "number of operations matched" by the pattern.
///
/// This also has a sentinel representation that can be used for patterns that
/// fail to match.
///
class PatternBenefit {
  enum { ImpossibleToMatchSentinel = 65535 };
 
public:
  PatternBenefit() = default;
  PatternBenefit(unsigned benefit);
  PatternBenefit(const PatternBenefit &) = default;
  PatternBenefit &operator=(const PatternBenefit &) = default;
 
  static PatternBenefit impossibleToMatch() { return PatternBenefit(); }
  bool isImpossibleToMatch() const { return *this == impossibleToMatch(); }
 
  /// If the corresponding pattern can match, return its benefit.  If the
  // corresponding pattern isImpossibleToMatch() then this aborts.
  unsigned short getBenefit() const;
 
  bool operator==(const PatternBenefit &rhs) const {
    return representation == rhs.representation;
  }
  bool operator!=(const PatternBenefit &rhs) const { return !(*this == rhs); }
  bool operator<(const PatternBenefit &rhs) const {
    return representation < rhs.representation;
  }
  bool operator>(const PatternBenefit &rhs) const { return rhs < *this; }
  bool operator<=(const PatternBenefit &rhs) const { return !(*this > rhs); }
  bool operator>=(const PatternBenefit &rhs) const { return !(*this < rhs); }
 
private:
  unsigned short representation{ImpossibleToMatchSentinel};
};
 
//===----------------------------------------------------------------------===//
// Pattern
//===----------------------------------------------------------------------===//
 
/// This class contains all of the data related to a pattern, but does not
/// contain any methods or logic for the actual matching. This class is solely
/// used to interface with the metadata of a pattern, such as the benefit or
/// root operation.
class Pattern {
  /// This enum represents the kind of value used to select the root operations
  /// that match this pattern.
  enum class RootKind {
    /// The pattern root matches "any" operation.
    Any,
    /// The pattern root is matched using a concrete operation name.
    OperationName,
    /// The pattern root is matched using an interface ID.
    InterfaceID,
    /// The patter root is matched using a trait ID.
    TraitID
  };
 
public:
  /// Return a list of operations that may be generated when rewriting an
  /// operation instance with this pattern.
  ArrayRef<OperationName> getGeneratedOps() const { return generatedOps; }
 
  /// Return the root node that this pattern matches. Patterns that can match
  /// multiple root types return std::nullopt.
  std::optional<OperationName> getRootKind() const {
    if (rootKind == RootKind::OperationName)
      return OperationName::getFromOpaquePointer(rootValue);
    return std::nullopt;
  }
 
  /// Return the interface ID used to match the root operation of this pattern.
  /// If the pattern does not use an interface ID for deciding the root match,
  /// this returns std::nullopt.
  std::optional<TypeID> getRootInterfaceID() const {
    if (rootKind == RootKind::InterfaceID)
      return TypeID::getFromOpaquePointer(rootValue);
    return std::nullopt;
  }
 
  /// Return the trait ID used to match the root operation of this pattern.
  /// If the pattern does not use a trait ID for deciding the root match, this
  /// returns std::nullopt.
  std::optional<TypeID> getRootTraitID() const {
    if (rootKind == RootKind::TraitID)
      return TypeID::getFromOpaquePointer(rootValue);
    return std::nullopt;
  }
 
  /// Return the benefit (the inverse of "cost") of matching this pattern.  The
  /// benefit of a Pattern is always static - rewrites that may have dynamic
  /// benefit can be instantiated multiple times (different Pattern instances)
  /// for each benefit that they may return, and be guarded by different match
  /// condition predicates.
  PatternBenefit getBenefit() const { return benefit; }
 
  /// Returns true if this pattern is known to result in recursive application,
  /// i.e. this pattern may generate IR that also matches this pattern, but is
  /// known to bound the recursion. This signals to a rewrite driver that it is
  /// safe to apply this pattern recursively to generated IR.
  bool hasBoundedRewriteRecursion() const {
    return contextAndHasBoundedRecursion.getInt();
  }
 
  /// Return the MLIRContext used to create this pattern.
  MLIRContext *getContext() const {
    return contextAndHasBoundedRecursion.getPointer();
  }
 
  /// Return a readable name for this pattern. This name should only be used for
  /// debugging purposes, and may be empty.
  StringRef getDebugName() const { return debugName; }
 
  /// Set the human readable debug name used for this pattern. This name will
  /// only be used for debugging purposes.
  void setDebugName(StringRef name) { debugName = name; }
 
  /// Return the set of debug labels attached to this pattern.
  ArrayRef<StringRef> getDebugLabels() const { return debugLabels; }
 
  /// Add the provided debug labels to this pattern.
  void addDebugLabels(ArrayRef<StringRef> labels) {
    debugLabels.append(labels.begin(), labels.end());
  }
  void addDebugLabels(StringRef label) { debugLabels.push_back(label); }
 
protected:
  /// This class acts as a special tag that makes the desire to match "any"
  /// operation type explicit. This helps to avoid unnecessary usages of this
  /// feature, and ensures that the user is making a conscious decision.
  struct MatchAnyOpTypeTag {};
  /// This class acts as a special tag that makes the desire to match any
  /// operation that implements a given interface explicit. This helps to avoid
  /// unnecessary usages of this feature, and ensures that the user is making a
  /// conscious decision.
  struct MatchInterfaceOpTypeTag {};
  /// This class acts as a special tag that makes the desire to match any
  /// operation that implements a given trait explicit. This helps to avoid
  /// unnecessary usages of this feature, and ensures that the user is making a
  /// conscious decision.
  struct MatchTraitOpTypeTag {};
 
  /// Construct a pattern with a certain benefit that matches the operation
  /// with the given root name.
  Pattern(StringRef rootName, PatternBenefit benefit, MLIRContext *context,
          ArrayRef<StringRef> generatedNames = {});
  /// Construct a pattern that may match any operation type. `generatedNames`
  /// contains the names of operations that may be generated during a successful
  /// rewrite. `MatchAnyOpTypeTag` is just a tag to ensure that the "match any"
  /// behavior is what the user actually desired, `MatchAnyOpTypeTag()` should
  /// always be supplied here.
  Pattern(MatchAnyOpTypeTag tag, PatternBenefit benefit, MLIRContext *context,
          ArrayRef<StringRef> generatedNames = {});
  /// Construct a pattern that may match any operation that implements the
  /// interface defined by the provided `interfaceID`. `generatedNames` contains
  /// the names of operations that may be generated during a successful rewrite.
  /// `MatchInterfaceOpTypeTag` is just a tag to ensure that the "match
  /// interface" behavior is what the user actually desired,
  /// `MatchInterfaceOpTypeTag()` should always be supplied here.
  Pattern(MatchInterfaceOpTypeTag tag, TypeID interfaceID,
          PatternBenefit benefit, MLIRContext *context,
          ArrayRef<StringRef> generatedNames = {});
  /// Construct a pattern that may match any operation that implements the
  /// trait defined by the provided `traitID`. `generatedNames` contains the
  /// names of operations that may be generated during a successful rewrite.
  /// `MatchTraitOpTypeTag` is just a tag to ensure that the "match trait"
  /// behavior is what the user actually desired, `MatchTraitOpTypeTag()` should
  /// always be supplied here.
  Pattern(MatchTraitOpTypeTag tag, TypeID traitID, PatternBenefit benefit,
          MLIRContext *context, ArrayRef<StringRef> generatedNames = {});
 
  /// Set the flag detailing if this pattern has bounded rewrite recursion or
  /// not.
  void setHasBoundedRewriteRecursion(bool hasBoundedRecursionArg = true) {
    contextAndHasBoundedRecursion.setInt(hasBoundedRecursionArg);
  }
 
private:
  Pattern(const void *rootValue, RootKind rootKind,
          ArrayRef<StringRef> generatedNames, PatternBenefit benefit,
          MLIRContext *context);
 
  /// The value used to match the root operation of the pattern.
  const void *rootValue;
  RootKind rootKind;
 
  /// The expected benefit of matching this pattern.
  const PatternBenefit benefit;
 
  /// The context this pattern was created from, and a boolean flag indicating
  /// whether this pattern has bounded recursion or not.
  llvm::PointerIntPair<MLIRContext *, 1, bool> contextAndHasBoundedRecursion;
 
  /// A list of the potential operations that may be generated when rewriting
  /// an op with this pattern.
  SmallVector<OperationName, 2> generatedOps;
 
  /// A readable name for this pattern. May be empty.
  StringRef debugName;
 
  /// The set of debug labels attached to this pattern.
  SmallVector<StringRef, 0> debugLabels;
};
 
//===----------------------------------------------------------------------===//
// RewritePattern
//===----------------------------------------------------------------------===//
 
/// RewritePattern is the common base class for all DAG to DAG replacements.
class RewritePattern : public Pattern {
public:
  virtual ~RewritePattern() = default;
 
  /// Attempt to match against code rooted at the specified operation,
  /// which is the same operation code as getRootKind(). If successful, perform
  /// the rewrite.
  ///
  /// Note: Implementations must modify the IR if and only if the function
  /// returns "success".
  virtual LogicalResult matchAndRewrite(Operation *op,
                                        PatternRewriter &rewriter) const = 0;
 
  /// This method provides a convenient interface for creating and initializing
  /// derived rewrite patterns of the given type `T`.
  template <typename T, typename... Args>
  static std::unique_ptr<T> create(Args &&...args) {
    std::unique_ptr<T> pattern =
        std::make_unique<T>(std::forward<Args>(args)...);
    initializePattern<T>(*pattern);
 
    // Set a default debug name if one wasn't provided.
    if (pattern->getDebugName().empty())
      pattern->setDebugName(llvm::getTypeName<T>());
    return pattern;
  }
 
protected:
  /// Inherit the base constructors from `Pattern`.
  using Pattern::Pattern;
 
private:
  /// Trait to check if T provides a `initialize` method.
  template <typename T, typename... Args>
  using has_initialize = decltype(std::declval<T>().initialize());
  template <typename T>
  using detect_has_initialize = llvm::is_detected<has_initialize, T>;
 
  /// Initialize the derived pattern by calling its `initialize` method if
  /// available.
  template <typename T>
  static void initializePattern(T &pattern) {
    if constexpr (detect_has_initialize<T>::value)
      pattern.initialize();
  }
 
  /// An anchor for the virtual table.
  virtual void anchor();
};
 
namespace detail {
/// OpOrInterfaceRewritePatternBase is a wrapper around RewritePattern that
/// allows for matching and rewriting against an instance of a derived operation
/// class or Interface.
template <typename SourceOp>
struct OpOrInterfaceRewritePatternBase : public RewritePattern {
  using RewritePattern::RewritePattern;
 
  /// Wrapper around the RewritePattern method that passes the derived op type.
  LogicalResult matchAndRewrite(Operation *op,
                                PatternRewriter &rewriter) const final {
    return matchAndRewrite(cast<SourceOp>(op), rewriter);
  }
 
  /// Method that operates on the SourceOp type. Must be overridden by the
  /// derived pattern class.
  virtual LogicalResult matchAndRewrite(SourceOp op,
                                        PatternRewriter &rewriter) const = 0;
};
} // namespace detail
 
/// OpRewritePattern is a wrapper around RewritePattern that allows for
/// matching and rewriting against an instance of a derived operation class as
/// opposed to a raw Operation.
template <typename SourceOp>
struct OpRewritePattern
    : public mlir::detail::OpOrInterfaceRewritePatternBase<SourceOp> {
 
  /// Patterns must specify the root operation name they match against, and can
  /// also specify the benefit of the pattern matching and a list of generated
  /// ops.
  OpRewritePattern(MLIRContext *context, PatternBenefit benefit = 1,
                   ArrayRef<StringRef> generatedNames = {})
      : mlir::detail::OpOrInterfaceRewritePatternBase<SourceOp>(
            SourceOp::getOperationName(), benefit, context, generatedNames) {}
};
 
/// OpInterfaceRewritePattern is a wrapper around RewritePattern that allows for
/// matching and rewriting against an instance of an operation interface instead
/// of a raw Operation.
template <typename SourceOp>
struct OpInterfaceRewritePattern
    : public mlir::detail::OpOrInterfaceRewritePatternBase<SourceOp> {
 
  OpInterfaceRewritePattern(MLIRContext *context, PatternBenefit benefit = 1)
      : mlir::detail::OpOrInterfaceRewritePatternBase<SourceOp>(
            Pattern::MatchInterfaceOpTypeTag(), SourceOp::getInterfaceID(),
            benefit, context) {}
};
 
/// OpTraitRewritePattern is a wrapper around RewritePattern that allows for
/// matching and rewriting against instances of an operation that possess a
/// given trait.
template <template <typename> class TraitType>
class OpTraitRewritePattern : public RewritePattern {
public:
  OpTraitRewritePattern(MLIRContext *context, PatternBenefit benefit = 1)
      : RewritePattern(Pattern::MatchTraitOpTypeTag(), TypeID::get<TraitType>(),
                       benefit, context) {}
};
 
//===----------------------------------------------------------------------===//
// RewriterBase
//===----------------------------------------------------------------------===//
 
/// This class coordinates the application of a rewrite on a set of IR,
/// providing a way for clients to track mutations and create new operations.
/// This class serves as a common API for IR mutation between pattern rewrites
/// and non-pattern rewrites, and facilitates the development of shared
/// IR transformation utilities.
class RewriterBase : public OpBuilder {
public:
  struct Listener : public OpBuilder::Listener {
    Listener()
        : OpBuilder::Listener(ListenerBase::Kind::RewriterBaseListener) {}
 
    /// Notify the listener that the specified block is about to be erased.
    /// At this point, the block has zero uses.
    virtual void notifyBlockErased(Block *block) {}
 
    /// Notify the listener that the specified operation was modified in-place.
    virtual void notifyOperationModified(Operation *op) {}
 
    /// Notify the listener that all uses of the specified operation's results
    /// are about to be replaced with the results of another operation. This is
    /// called before the uses of the old operation have been changed.
    ///
    /// By default, this function calls the "operation replaced with values"
    /// notification.
    virtual void notifyOperationReplaced(Operation *op,
                                         Operation *replacement) {
      notifyOperationReplaced(op, replacement->getResults());
    }
 
    /// Notify the listener that all uses of the specified operation's results
    /// are about to be replaced with the a range of values, potentially
    /// produced by other operations. This is called before the uses of the
    /// operation have been changed.
    virtual void notifyOperationReplaced(Operation *op,
                                         ValueRange replacement) {}
 
    /// Notify the listener that the specified operation is about to be erased.
    /// At this point, the operation has zero uses.
    ///
    /// Note: This notification is not triggered when unlinking an operation.
    virtual void notifyOperationErased(Operation *op) {}
 
    /// Notify the listener that the specified pattern is about to be applied
    /// at the specified root operation.
    virtual void notifyPatternBegin(const Pattern &pattern, Operation *op) {}
 
    /// Notify the listener that a pattern application finished with the
    /// specified status. "success" indicates that the pattern was applied
    /// successfully. "failure" indicates that the pattern could not be
    /// applied. The pattern may have communicated the reason for the failure
    /// with `notifyMatchFailure`.
    virtual void notifyPatternEnd(const Pattern &pattern,
                                  LogicalResult status) {}
 
    /// Notify the listener that the pattern failed to match, and provide a
    /// callback to populate a diagnostic with the reason why the failure
    /// occurred. This method allows for derived listeners to optionally hook
    /// into the reason why a rewrite failed, and display it to users.
    virtual void
    notifyMatchFailure(Location loc,
                       function_ref<void(Diagnostic &)> reasonCallback) {}
 
    static bool classof(const OpBuilder::Listener *base);
  };
 
  /// A listener that forwards all notifications to another listener. This
  /// struct can be used as a base to create listener chains, so that multiple
  /// listeners can be notified of IR changes.
  struct ForwardingListener : public RewriterBase::Listener {
    ForwardingListener(OpBuilder::Listener *listener)
        : listener(listener),
          rewriteListener(
              dyn_cast_if_present<RewriterBase::Listener>(listener)) {}
 
    void notifyOperationInserted(Operation *op, InsertPoint previous) override {
      if (listener)
        listener->notifyOperationInserted(op, previous);
    }
    void notifyBlockInserted(Block *block, Region *previous,
                             Region::iterator previousIt) override {
      if (listener)
        listener->notifyBlockInserted(block, previous, previousIt);
    }
    void notifyBlockErased(Block *block) override {
      if (rewriteListener)
        rewriteListener->notifyBlockErased(block);
    }
    void notifyOperationModified(Operation *op) override {
      if (rewriteListener)
        rewriteListener->notifyOperationModified(op);
    }
    void notifyOperationReplaced(Operation *op, Operation *newOp) override {
      if (rewriteListener)
        rewriteListener->notifyOperationReplaced(op, newOp);
    }
    void notifyOperationReplaced(Operation *op,
                                 ValueRange replacement) override {
      if (rewriteListener)
        rewriteListener->notifyOperationReplaced(op, replacement);
    }
    void notifyOperationErased(Operation *op) override {
      if (rewriteListener)
        rewriteListener->notifyOperationErased(op);
    }
    void notifyPatternBegin(const Pattern &pattern, Operation *op) override {
      if (rewriteListener)
        rewriteListener->notifyPatternBegin(pattern, op);
    }
    void notifyPatternEnd(const Pattern &pattern,
                          LogicalResult status) override {
      if (rewriteListener)
        rewriteListener->notifyPatternEnd(pattern, status);
    }
    void notifyMatchFailure(
        Location loc,
        function_ref<void(Diagnostic &)> reasonCallback) override {
      if (rewriteListener)
        rewriteListener->notifyMatchFailure(loc, reasonCallback);
    }
 
  private:
    OpBuilder::Listener *listener;
    RewriterBase::Listener *rewriteListener;
  };
 
  /// A listener that logs notification events to llvm::dbgs() before
  /// forwarding to the base listener.
  struct PatternLoggingListener : public RewriterBase::ForwardingListener {
    PatternLoggingListener(OpBuilder::Listener *listener, StringRef patternName)
        : RewriterBase::ForwardingListener(listener), patternName(patternName) {
    }
 
    void notifyOperationInserted(Operation *op, InsertPoint previous) override;
    void notifyOperationModified(Operation *op) override;
    void notifyOperationReplaced(Operation *op, Operation *newOp) override;
    void notifyOperationReplaced(Operation *op,
                                 ValueRange replacement) override;
    void notifyOperationErased(Operation *op) override;
    void notifyPatternBegin(const Pattern &pattern, Operation *op) override;
 
  private:
    StringRef patternName;
  };
 
  /// Move the blocks that belong to "region" before the given position in
  /// another region "parent". The two regions must be different. The caller
  /// is responsible for creating or updating the operation transferring flow
  /// of control to the region and passing it the correct block arguments.
  void inlineRegionBefore(Region &region, Region &parent,
                          Region::iterator before);
  void inlineRegionBefore(Region &region, Block *before);
 
  /// Replace the results of the given (original) operation with the specified
  /// list of values (replacements). The result types of the given op and the
  /// replacements must match. The original op is erased.
  virtual void replaceOp(Operation *op, ValueRange newValues);
 
  /// Replace the results of the given (original) operation with the specified
  /// new op (replacement). The result types of the two ops must match. The
  /// original op is erased.
  virtual void replaceOp(Operation *op, Operation *newOp);
 
  /// Replace the results of the given (original) op with a new op that is
  /// created without verification (replacement). The result values of the two
  /// ops must match. The original op is erased.
  template <typename OpTy, typename... Args>
  OpTy replaceOpWithNewOp(Operation *op, Args &&...args) {
    auto builder = static_cast<OpBuilder *>(this);
    auto newOp =
        OpTy::create(*builder, op->getLoc(), std::forward<Args>(args)...);
    replaceOp(op, newOp.getOperation());
    return newOp;
  }
 
  /// This method erases an operation that is known to have no uses.
  ///
  /// If the current insertion point is before the erased operation, it is
  /// adjusted to the following operation (or the end of the block). If the
  /// current insertion point is within the erased operation, the insertion
  /// point is left in an invalid state.
  virtual void eraseOp(Operation *op);
 
  /// This method erases all operations in a block.
  virtual void eraseBlock(Block *block);
 
  /// Inline the operations of block 'source' into block 'dest' before the given
  /// position. The source block will be deleted and must have no uses.
  /// 'argValues' is used to replace the block arguments of 'source'.
  ///
  /// If the source block is inserted at the end of the dest block, the dest
  /// block must have no successors. Similarly, if the source block is inserted
  /// somewhere in the middle (or beginning) of the dest block, the source block
  /// must have no successors. Otherwise, the resulting IR would have
  /// unreachable operations.
  ///
  /// If the insertion point is within the source block, it is adjusted to the
  /// destination block.
  virtual void inlineBlockBefore(Block *source, Block *dest,
                                 Block::iterator before,
                                 ValueRange argValues = {});
 
  /// Inline the operations of block 'source' before the operation 'op'. The
  /// source block will be deleted and must have no uses. 'argValues' is used to
  /// replace the block arguments of 'source'
  ///
  /// The source block must have no successors. Otherwise, the resulting IR
  /// would have unreachable operations.
  ///
  /// If the insertion point is within the source block, it is adjusted to the
  /// destination block.
  void inlineBlockBefore(Block *source, Operation *op,
                         ValueRange argValues = {});
 
  /// Inline the operations of block 'source' into the end of block 'dest'. The
  /// source block will be deleted and must have no uses. 'argValues' is used to
  /// replace the block arguments of 'source'
  ///
  /// The dest block must have no successors. Otherwise, the resulting IR would
  /// have unreachable operation.
  ///
  /// If the insertion point is within the source block, it is adjusted to the
  /// destination block.
  void mergeBlocks(Block *source, Block *dest, ValueRange argValues = {});
 
  /// Split the operations starting at "before" (inclusive) out of the given
  /// block into a new block, and return it.
  Block *splitBlock(Block *block, Block::iterator before);
 
  /// Unlink this operation from its current block and insert it right before
  /// `existingOp` which may be in the same or another block in the same
  /// function.
  void moveOpBefore(Operation *op, Operation *existingOp);
 
  /// Unlink this operation from its current block and insert it right before
  /// `iterator` in the specified block.
  void moveOpBefore(Operation *op, Block *block, Block::iterator iterator);
 
  /// Unlink this operation from its current block and insert it right after
  /// `existingOp` which may be in the same or another block in the same
  /// function.
  void moveOpAfter(Operation *op, Operation *existingOp);
 
  /// Unlink this operation from its current block and insert it right after
  /// `iterator` in the specified block.
  void moveOpAfter(Operation *op, Block *block, Block::iterator iterator);
 
  /// Unlink this block and insert it right before `existingBlock`.
  void moveBlockBefore(Block *block, Block *anotherBlock);
 
  /// Unlink this block and insert it right before the location that the given
  /// iterator points to in the given region.
  void moveBlockBefore(Block *block, Region *region, Region::iterator iterator);
 
  /// This method is used to notify the rewriter that an in-place operation
  /// modification is about to happen. A call to this function *must* be
  /// followed by a call to either `finalizeOpModification` or
  /// `cancelOpModification`. This is a minor efficiency win (it avoids creating
  /// a new operation and removing the old one) but also often allows simpler
  /// code in the client.
  virtual void startOpModification(Operation *op) {}
 
  /// This method is used to signal the end of an in-place modification of the
  /// given operation. This can only be called on operations that were provided
  /// to a call to `startOpModification`.
  virtual void finalizeOpModification(Operation *op);
 
  /// This method cancels a pending in-place modification. This can only be
  /// called on operations that were provided to a call to
  /// `startOpModification`.
  virtual void cancelOpModification(Operation *op) {}
 
  /// This method is a utility wrapper around an in-place modification of an
  /// operation. It wraps calls to `startOpModification` and
  /// `finalizeOpModification` around the given callable.
  template <typename CallableT>
  void modifyOpInPlace(Operation *root, CallableT &&callable) {
    startOpModification(root);
    callable();
    finalizeOpModification(root);
  }
 
  /// Find uses of `from` and replace them with `to`. Also notify the listener
  /// about every in-place op modification (for every use that was replaced).
  virtual void replaceAllUsesWith(Value from, Value to) {
    for (OpOperand &operand : llvm::make_early_inc_range(from.getUses())) {
      Operation *op = operand.getOwner();
      modifyOpInPlace(op, [&]() { operand.set(to); });
    }
  }
  void replaceAllUsesWith(Block *from, Block *to) {
    for (BlockOperand &operand : llvm::make_early_inc_range(from->getUses())) {
      Operation *op = operand.getOwner();
      modifyOpInPlace(op, [&]() { operand.set(to); });
    }
  }
  void replaceAllUsesWith(ValueRange from, ValueRange to) {
    assert(from.size() == to.size() && "incorrect number of replacements");
    for (auto it : llvm::zip(from, to))
      replaceAllUsesWith(std::get<0>(it), std::get<1>(it));
  }
 
  /// Find uses of `from` and replace them with `to`. Also notify the listener
  /// about every in-place op modification (for every use that was replaced)
  /// and that the `from` operation is about to be replaced.
  ///
  /// Note: This function cannot be called `replaceAllUsesWith` because the
  /// overload resolution, when called with an op that can be implicitly
  /// converted to a Value, would be ambiguous.
  void replaceAllOpUsesWith(Operation *from, ValueRange to);
  void replaceAllOpUsesWith(Operation *from, Operation *to);
 
  /// Find uses of `from` and replace them with `to` if the `functor` returns
  /// true. Also notify the listener about every in-place op modification (for
  /// every use that was replaced). The optional `allUsesReplaced` flag is set
  /// to "true" if all uses were replaced.
  void replaceUsesWithIf(Value from, Value to,
                         function_ref<bool(OpOperand &)> functor,
                         bool *allUsesReplaced = nullptr);
  void replaceUsesWithIf(ValueRange from, ValueRange to,
                         function_ref<bool(OpOperand &)> functor,
                         bool *allUsesReplaced = nullptr);
  // Note: This function cannot be called `replaceOpUsesWithIf` because the
  // overload resolution, when called with an op that can be implicitly
  // converted to a Value, would be ambiguous.
  void replaceOpUsesWithIf(Operation *from, ValueRange to,
                           function_ref<bool(OpOperand &)> functor,
                           bool *allUsesReplaced = nullptr) {
    replaceUsesWithIf(from->getResults(), to, functor, allUsesReplaced);
  }
 
  /// Find uses of `from` within `block` and replace them with `to`. Also notify
  /// the listener about every in-place op modification (for every use that was
  /// replaced). The optional `allUsesReplaced` flag is set to "true" if all
  /// uses were replaced.
  void replaceOpUsesWithinBlock(Operation *op, ValueRange newValues,
                                Block *block, bool *allUsesReplaced = nullptr) {
    replaceOpUsesWithIf(
        op, newValues,
        [block](OpOperand &use) {
          return block->getParentOp()->isProperAncestor(use.getOwner());
        },
        allUsesReplaced);
  }
 
  /// Find uses of `from` and replace them with `to` except if the user is
  /// `exceptedUser`. Also notify the listener about every in-place op
  /// modification (for every use that was replaced).
  void replaceAllUsesExcept(Value from, Value to, Operation *exceptedUser) {
    return replaceUsesWithIf(from, to, [&](OpOperand &use) {
      Operation *user = use.getOwner();
      return user != exceptedUser;
    });
  }
  void replaceAllUsesExcept(Value from, Value to,
                            const SmallPtrSetImpl<Operation *> &preservedUsers);
 
  /// Used to notify the listener that the IR failed to be rewritten because of
  /// a match failure, and provide a callback to populate a diagnostic with the
  /// reason why the failure occurred. This method allows for derived rewriters
  /// to optionally hook into the reason why a rewrite failed, and display it to
  /// users.
  template <typename CallbackT>
  std::enable_if_t<!std::is_convertible<CallbackT, Twine>::value, LogicalResult>
  notifyMatchFailure(Location loc, CallbackT &&reasonCallback) {
    if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
      rewriteListener->notifyMatchFailure(
          loc, function_ref<void(Diagnostic &)>(reasonCallback));
    return failure();
  }
  template <typename CallbackT>
  std::enable_if_t<!std::is_convertible<CallbackT, Twine>::value, LogicalResult>
  notifyMatchFailure(Operation *op, CallbackT &&reasonCallback) {
    if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
      rewriteListener->notifyMatchFailure(
          op->getLoc(), function_ref<void(Diagnostic &)>(reasonCallback));
    return failure();
  }
  template <typename ArgT>
  LogicalResult notifyMatchFailure(ArgT &&arg, const Twine &msg) {
    return notifyMatchFailure(std::forward<ArgT>(arg),
                              [&](Diagnostic &diag) { diag << msg; });
  }
  template <typename ArgT>
  LogicalResult notifyMatchFailure(ArgT &&arg, const char *msg) {
    return notifyMatchFailure(std::forward<ArgT>(arg), Twine(msg));
  }
 
protected:
  /// Initialize the builder.
  explicit RewriterBase(MLIRContext *ctx,
                        OpBuilder::Listener *listener = nullptr)
      : OpBuilder(ctx, listener) {}
  explicit RewriterBase(const OpBuilder &otherBuilder)
      : OpBuilder(otherBuilder) {}
  explicit RewriterBase(Operation *op, OpBuilder::Listener *listener = nullptr)
      : OpBuilder(op, listener) {}
  virtual ~RewriterBase();
 
private:
  void operator=(const RewriterBase &) = delete;
  RewriterBase(const RewriterBase &) = delete;
};
 
//===----------------------------------------------------------------------===//
// IRRewriter
//===----------------------------------------------------------------------===//
 
/// This class coordinates rewriting a piece of IR outside of a pattern rewrite,
/// providing a way to keep track of the mutations made to the IR. This class
/// should only be used in situations where another `RewriterBase` instance,
/// such as a `PatternRewriter`, is not available.
class IRRewriter : public RewriterBase {
public:
  explicit IRRewriter(MLIRContext *ctx, OpBuilder::Listener *listener = nullptr)
      : RewriterBase(ctx, listener) {}
  explicit IRRewriter(const OpBuilder &builder) : RewriterBase(builder) {}
  explicit IRRewriter(Operation *op, OpBuilder::Listener *listener = nullptr)
      : RewriterBase(op, listener) {}
};
 
//===----------------------------------------------------------------------===//
// PatternRewriter
//===----------------------------------------------------------------------===//
 
/// A special type of `RewriterBase` that coordinates the application of a
/// rewrite pattern on the current IR being matched, providing a way to keep
/// track of any mutations made. This class should be used to perform all
/// necessary IR mutations within a rewrite pattern, as the pattern driver may
/// be tracking various state that would be invalidated when a mutation takes
/// place.
class PatternRewriter : public RewriterBase {
public:
  explicit PatternRewriter(MLIRContext *ctx) : RewriterBase(ctx) {}
  using RewriterBase::RewriterBase;
 
  /// A hook used to indicate if the pattern rewriter can recover from failure
  /// during the rewrite stage of a pattern. For example, if the pattern
  /// rewriter supports rollback, it may progress smoothly even if IR was
  /// changed during the rewrite.
  virtual bool canRecoverFromRewriteFailure() const { return false; }
};
 
} // namespace mlir
 
// Optionally expose PDL pattern matching methods.
#include "PDLPatternMatch.h.inc"
 
namespace mlir {
 
//===----------------------------------------------------------------------===//
// RewritePatternSet
//===----------------------------------------------------------------------===//
 
class RewritePatternSet {
  using NativePatternListT = std::vector<std::unique_ptr<RewritePattern>>;
 
public:
  RewritePatternSet(MLIRContext *context) : context(context) {}
 
  /// Construct a RewritePatternSet populated with the given pattern.
  RewritePatternSet(MLIRContext *context,
                    std::unique_ptr<RewritePattern> pattern)
      : context(context) {
    nativePatterns.emplace_back(std::move(pattern));
  }
  RewritePatternSet(PDLPatternModule &&pattern)
      : context(pattern.getContext()), pdlPatterns(std::move(pattern)) {}
 
  MLIRContext *getContext() const { return context; }
 
  /// Return the native patterns held in this list.
  NativePatternListT &getNativePatterns() { return nativePatterns; }
 
  /// Return the PDL patterns held in this list.
  PDLPatternModule &getPDLPatterns() { return pdlPatterns; }
 
  /// Clear out all of the held patterns in this list.
  void clear() {
    nativePatterns.clear();
    pdlPatterns.clear();
  }
 
  //===--------------------------------------------------------------------===//
  // 'add' methods for adding patterns to the set.
  //===--------------------------------------------------------------------===//
 
  /// Add an instance of each of the pattern types 'Ts' to the pattern list with
  /// the given arguments. Return a reference to `this` for chaining insertions.
  /// Note: ConstructorArg is necessary here to separate the two variadic lists.
  template <typename... Ts, typename ConstructorArg,
            typename... ConstructorArgs,
            typename = std::enable_if_t<sizeof...(Ts) != 0>>
  RewritePatternSet &add(ConstructorArg &&arg, ConstructorArgs &&...args) {
    // The following expands a call to emplace_back for each of the pattern
    // types 'Ts'.
    (addImpl<Ts>(/*debugLabels=*/{}, std::forward<ConstructorArg>(arg),
                 std::forward<ConstructorArgs>(args)...),
     ...);
    return *this;
  }
  /// An overload of the above `add` method that allows for attaching a set
  /// of debug labels to the attached patterns. This is useful for labeling
  /// groups of patterns that may be shared between multiple different
  /// passes/users.
  template <typename... Ts, typename ConstructorArg,
            typename... ConstructorArgs,
            typename = std::enable_if_t<sizeof...(Ts) != 0>>
  RewritePatternSet &addWithLabel(ArrayRef<StringRef> debugLabels,
                                  ConstructorArg &&arg,
                                  ConstructorArgs &&...args) {
    // The following expands a call to emplace_back for each of the pattern
    // types 'Ts'.
    (addImpl<Ts>(debugLabels, arg, args...), ...);
    return *this;
  }
 
  /// Add an instance of each of the pattern types 'Ts'. Return a reference to
  /// `this` for chaining insertions.
  template <typename... Ts>
  RewritePatternSet &add() {
    (addImpl<Ts>(), ...);
    return *this;
  }
 
  /// Add the given native pattern to the pattern list. Return a reference to
  /// `this` for chaining insertions.
  RewritePatternSet &add(std::unique_ptr<RewritePattern> pattern) {
    nativePatterns.emplace_back(std::move(pattern));
    return *this;
  }
 
  /// Add the given PDL pattern to the pattern list. Return a reference to
  /// `this` for chaining insertions.
  RewritePatternSet &add(PDLPatternModule &&pattern) {
    pdlPatterns.mergeIn(std::move(pattern));
    return *this;
  }
 
  // Add a matchAndRewrite style pattern represented as a C function pointer.
  template <typename OpType>
  RewritePatternSet &
  add(LogicalResult (*implFn)(OpType, PatternRewriter &rewriter),
      PatternBenefit benefit = 1, ArrayRef<StringRef> generatedNames = {}) {
    struct FnPattern final : public OpRewritePattern<OpType> {
      FnPattern(LogicalResult (*implFn)(OpType, PatternRewriter &rewriter),
                MLIRContext *context, PatternBenefit benefit,
                ArrayRef<StringRef> generatedNames)
          : OpRewritePattern<OpType>(context, benefit, generatedNames),
            implFn(implFn) {}
 
      LogicalResult matchAndRewrite(OpType op,
                                    PatternRewriter &rewriter) const override {
        return implFn(op, rewriter);
      }
 
    private:
      LogicalResult (*implFn)(OpType, PatternRewriter &rewriter);
    };
    add(std::make_unique<FnPattern>(std::move(implFn), getContext(), benefit,
                                    generatedNames));
    return *this;
  }
 
  //===--------------------------------------------------------------------===//
  // Pattern Insertion
  //===--------------------------------------------------------------------===//
 
  // TODO: These are soft deprecated in favor of the 'add' methods above.
 
  /// Add an instance of each of the pattern types 'Ts' to the pattern list with
  /// the given arguments. Return a reference to `this` for chaining insertions.
  /// Note: ConstructorArg is necessary here to separate the two variadic lists.
  template <typename... Ts, typename ConstructorArg,
            typename... ConstructorArgs,
            typename = std::enable_if_t<sizeof...(Ts) != 0>>
  RewritePatternSet &insert(ConstructorArg &&arg, ConstructorArgs &&...args) {
    // The following expands a call to emplace_back for each of the pattern
    // types 'Ts'.
    (addImpl<Ts>(/*debugLabels=*/{}, arg, args...), ...);
    return *this;
  }
 
  /// Add an instance of each of the pattern types 'Ts'. Return a reference to
  /// `this` for chaining insertions.
  template <typename... Ts>
  RewritePatternSet &insert() {
    (addImpl<Ts>(), ...);
    return *this;
  }
 
  /// Add the given native pattern to the pattern list. Return a reference to
  /// `this` for chaining insertions.
  RewritePatternSet &insert(std::unique_ptr<RewritePattern> pattern) {
    nativePatterns.emplace_back(std::move(pattern));
    return *this;
  }
 
  /// Add the given PDL pattern to the pattern list. Return a reference to
  /// `this` for chaining insertions.
  RewritePatternSet &insert(PDLPatternModule &&pattern) {
    pdlPatterns.mergeIn(std::move(pattern));
    return *this;
  }
 
  // Add a matchAndRewrite style pattern represented as a C function pointer.
  template <typename OpType>
  RewritePatternSet &
  insert(LogicalResult (*implFn)(OpType, PatternRewriter &rewriter)) {
    struct FnPattern final : public OpRewritePattern<OpType> {
      FnPattern(LogicalResult (*implFn)(OpType, PatternRewriter &rewriter),
                MLIRContext *context)
          : OpRewritePattern<OpType>(context), implFn(implFn) {
        this->setDebugName(llvm::getTypeName<FnPattern>());
      }
 
      LogicalResult matchAndRewrite(OpType op,
                                    PatternRewriter &rewriter) const override {
        return implFn(op, rewriter);
      }
 
    private:
      LogicalResult (*implFn)(OpType, PatternRewriter &rewriter);
    };
    add(std::make_unique<FnPattern>(std::move(implFn), getContext()));
    return *this;
  }
 
private:
  /// Add an instance of the pattern type 'T'. Return a reference to `this` for
  /// chaining insertions.
  template <typename T, typename... Args>
  std::enable_if_t<std::is_base_of<RewritePattern, T>::value>
  addImpl(ArrayRef<StringRef> debugLabels, Args &&...args) {
    std::unique_ptr<T> pattern =
        RewritePattern::create<T>(std::forward<Args>(args)...);
    pattern->addDebugLabels(debugLabels);
    nativePatterns.emplace_back(std::move(pattern));
  }
 
  template <typename T, typename... Args>
  std::enable_if_t<std::is_base_of<PDLPatternModule, T>::value>
  addImpl(ArrayRef<StringRef> debugLabels, Args &&...args) {
    // TODO: Add the provided labels to the PDL pattern when PDL supports
    // labels.
    pdlPatterns.mergeIn(T(std::forward<Args>(args)...));
  }
 
  MLIRContext *const context;
  NativePatternListT nativePatterns;
 
  // Patterns expressed with PDL. This will compile to a stub class when PDL is
  // not enabled.
  PDLPatternModule pdlPatterns;
};
 
} // namespace mlir
 
#endif // MLIR_IR_PATTERNMATCH_H