ScopInfo.h

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//===- polly/ScopInfo.h -----------------------------------------*- 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
//
//===----------------------------------------------------------------------===//
//
// Store the polyhedral model representation of a static control flow region,
// also called SCoP (Static Control Part).
//
// This representation is shared among several tools in the polyhedral
// community, which are e.g. CLooG, Pluto, Loopo, Graphite.
//
//===----------------------------------------------------------------------===//
 
#ifndef POLLY_SCOPINFO_H
#define POLLY_SCOPINFO_H
 
#include "polly/ScopDetection.h"
#include "polly/Support/SCEVAffinator.h"
#include "polly/Support/ScopHelper.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/MapVector.h"
#include "llvm/ADT/SetVector.h"
#include "llvm/IR/DebugLoc.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/ValueHandle.h"
#include "isl/isl-noexceptions.h"
#include <cassert>
#include <cstddef>
#include <forward_list>
#include <optional>
 
namespace polly {
using llvm::AnalysisInfoMixin;
using llvm::ArrayRef;
using llvm::AssertingVH;
using llvm::AssumptionCache;
using llvm::cast;
using llvm::DataLayout;
using llvm::DenseMap;
using llvm::DenseSet;
using llvm::function_ref;
using llvm::isa;
using llvm::iterator_range;
using llvm::LoadInst;
using llvm::make_range;
using llvm::MapVector;
using llvm::MemIntrinsic;
using llvm::OptionalPassInfoMixin;
using llvm::PHINode;
using llvm::RegionNode;
using llvm::RequiredPassInfoMixin;
using llvm::SetVector;
using llvm::SmallPtrSetImpl;
using llvm::SmallVector;
using llvm::SmallVectorImpl;
using llvm::StringMap;
using llvm::Type;
using llvm::Use;
using llvm::Value;
using llvm::ValueToValueMap;
 
class MemoryAccess;
 
//===---------------------------------------------------------------------===//
 
extern bool UseInstructionNames;
 
// The maximal number of basic sets we allow during domain construction to
// be created. More complex scops will result in very high compile time and
// are also unlikely to result in good code.
extern unsigned const MaxDisjunctsInDomain;
 
/// The different memory kinds used in Polly.
///
/// We distinguish between arrays and various scalar memory objects. We use
/// the term ``array'' to describe memory objects that consist of a set of
/// individual data elements arranged in a multi-dimensional grid. A scalar
/// memory object describes an individual data element and is used to model
/// the definition and uses of llvm::Values.
///
/// The polyhedral model does traditionally not reason about SSA values. To
/// reason about llvm::Values we model them "as if" they were zero-dimensional
/// memory objects, even though they were not actually allocated in (main)
/// memory.  Memory for such objects is only alloca[ed] at CodeGeneration
/// time. To relate the memory slots used during code generation with the
/// llvm::Values they belong to the new names for these corresponding stack
/// slots are derived by appending suffixes (currently ".s2a" and ".phiops")
/// to the name of the original llvm::Value. To describe how def/uses are
/// modeled exactly we use these suffixes here as well.
///
/// There are currently four different kinds of memory objects:
enum class MemoryKind {
  /// MemoryKind::Array: Models a one or multi-dimensional array
  ///
  /// A memory object that can be described by a multi-dimensional array.
  /// Memory objects of this type are used to model actual multi-dimensional
  /// arrays as they exist in LLVM-IR, but they are also used to describe
  /// other objects:
  ///   - A single data element allocated on the stack using 'alloca' is
  ///     modeled as a one-dimensional, single-element array.
  ///   - A single data element allocated as a global variable is modeled as
  ///     one-dimensional, single-element array.
  ///   - Certain multi-dimensional arrays with variable size, which in
  ///     LLVM-IR are commonly expressed as a single-dimensional access with a
  ///     complicated access function, are modeled as multi-dimensional
  ///     memory objects (grep for "delinearization").
  Array,
 
  /// MemoryKind::Value: Models an llvm::Value
  ///
  /// Memory objects of type MemoryKind::Value are used to model the data flow
  /// induced by llvm::Values. For each llvm::Value that is used across
  /// BasicBlocks, one ScopArrayInfo object is created. A single memory WRITE
  /// stores the llvm::Value at its definition into the memory object and at
  /// each use of the llvm::Value (ignoring trivial intra-block uses) a
  /// corresponding READ is added. For instance, the use/def chain of a
  /// llvm::Value %V depicted below
  ///              ______________________
  ///              |DefBB:              |
  ///              |  %V = float op ... |
  ///              ----------------------
  ///               |                  |
  /// _________________               _________________
  /// |UseBB1:        |               |UseBB2:        |
  /// |  use float %V |               |  use float %V |
  /// -----------------               -----------------
  ///
  /// is modeled as if the following memory accesses occurred:
  ///
  ///                        __________________________
  ///                        |entry:                  |
  ///                        |  %V.s2a = alloca float |
  ///                        --------------------------
  ///                                     |
  ///                    ___________________________________
  ///                    |DefBB:                           |
  ///                    |  store %float %V, float* %V.s2a |
  ///                    -----------------------------------
  ///                           |                   |
  /// ____________________________________ ___________________________________
  /// |UseBB1:                           | |UseBB2:                          |
  /// |  %V.reload1 = load float* %V.s2a | |  %V.reload2 = load float* %V.s2a|
  /// |  use float %V.reload1            | |  use float %V.reload2           |
  /// ------------------------------------ -----------------------------------
  ///
  Value,
 
  /// MemoryKind::PHI: Models PHI nodes within the SCoP
  ///
  /// Besides the MemoryKind::Value memory object used to model the normal
  /// llvm::Value dependences described above, PHI nodes require an additional
  /// memory object of type MemoryKind::PHI to describe the forwarding of values
  /// to
  /// the PHI node.
  ///
  /// As an example, a PHIInst instructions
  ///
  /// %PHI = phi float [ %Val1, %IncomingBlock1 ], [ %Val2, %IncomingBlock2 ]
  ///
  /// is modeled as if the accesses occurred this way:
  ///
  ///                    _______________________________
  ///                    |entry:                       |
  ///                    |  %PHI.phiops = alloca float |
  ///                    -------------------------------
  ///                           |              |
  /// __________________________________  __________________________________
  /// |IncomingBlock1:                 |  |IncomingBlock2:                 |
  /// |  ...                           |  |  ...                           |
  /// |  store float %Val1 %PHI.phiops |  |  store float %Val2 %PHI.phiops |
  /// |  br label % JoinBlock          |  |  br label %JoinBlock           |
  /// ----------------------------------  ----------------------------------
  ///                             \            /
  ///                              \          /
  ///               _________________________________________
  ///               |JoinBlock:                             |
  ///               |  %PHI = load float, float* PHI.phiops |
  ///               -----------------------------------------
  ///
  /// Note that there can also be a scalar write access for %PHI if used in a
  /// different BasicBlock, i.e. there can be a memory object %PHI.phiops as
  /// well as a memory object %PHI.s2a.
  PHI,
 
  /// MemoryKind::ExitPHI: Models PHI nodes in the SCoP's exit block
  ///
  /// For PHI nodes in the Scop's exit block a special memory object kind is
  /// used. The modeling used is identical to MemoryKind::PHI, with the
  /// exception
  /// that there are no READs from these memory objects. The PHINode's
  /// llvm::Value is treated as a value escaping the SCoP. WRITE accesses
  /// write directly to the escaping value's ".s2a" alloca.
  ExitPHI
};
 
/// Maps from a loop to the affine function expressing its backedge taken count.
/// The backedge taken count already enough to express iteration domain as we
/// only allow loops with canonical induction variable.
/// A canonical induction variable is:
/// an integer recurrence that starts at 0 and increments by one each time
/// through the loop.
using LoopBoundMapType = std::map<const Loop *, const SCEV *>;
 
using AccFuncVector = std::vector<std::unique_ptr<MemoryAccess>>;
 
/// A class to store information about arrays in the SCoP.
///
/// Objects are accessible via the ScoP, MemoryAccess or the id associated with
/// the MemoryAccess access function.
///
class ScopArrayInfo final {
public:
  /// Construct a ScopArrayInfo object.
  ///
  /// @param BasePtr        The array base pointer.
  /// @param ElementType    The type of the elements stored in the array.
  /// @param IslCtx         The isl context used to create the base pointer id.
  /// @param DimensionSizes A vector containing the size of each dimension.
  /// @param Kind           The kind of the array object.
  /// @param DL             The data layout of the module.
  /// @param S              The scop this array object belongs to.
  /// @param BaseName       The optional name of this memory reference.
  ScopArrayInfo(Value *BasePtr, Type *ElementType, isl::ctx IslCtx,
                ArrayRef<const SCEV *> DimensionSizes, MemoryKind Kind,
                const DataLayout &DL, Scop *S, const char *BaseName = nullptr);
 
  /// Destructor to free the isl id of the base pointer.
  ~ScopArrayInfo();
 
  ///  Update the element type of the ScopArrayInfo object.
  ///
  ///  Memory accesses referencing this ScopArrayInfo object may use
  ///  different element sizes. This function ensures the canonical element type
  ///  stored is small enough to model accesses to the current element type as
  ///  well as to @p NewElementType.
  ///
  ///  @param NewElementType An element type that is used to access this array.
  void updateElementType(Type *NewElementType);
 
  ///  Update the sizes of the ScopArrayInfo object.
  ///
  ///  A ScopArrayInfo object may be created without all outer dimensions being
  ///  available. This function is called when new memory accesses are added for
  ///  this ScopArrayInfo object. It verifies that sizes are compatible and adds
  ///  additional outer array dimensions, if needed.
  ///
  ///  @param Sizes       A vector of array sizes where the rightmost array
  ///                     sizes need to match the innermost array sizes already
  ///                     defined in SAI.
  ///  @param CheckConsistency Update sizes, even if new sizes are inconsistent
  ///                          with old sizes
  bool updateSizes(ArrayRef<const SCEV *> Sizes, bool CheckConsistency = true);
 
  /// Set the base pointer to @p BP.
  void setBasePtr(Value *BP) { BasePtr = BP; }
 
  /// Return the base pointer.
  Value *getBasePtr() const { return BasePtr; }
 
  // Set IsOnHeap to the value in parameter.
  void setIsOnHeap(bool value) { IsOnHeap = value; }
 
  /// For indirect accesses return the origin SAI of the BP, else null.
  const ScopArrayInfo *getBasePtrOriginSAI() const { return BasePtrOriginSAI; }
 
  /// The set of derived indirect SAIs for this origin SAI.
  const SmallSetVector<ScopArrayInfo *, 2> &getDerivedSAIs() const {
    return DerivedSAIs;
  }
 
  /// Return the number of dimensions.
  unsigned getNumberOfDimensions() const {
    if (Kind == MemoryKind::PHI || Kind == MemoryKind::ExitPHI ||
        Kind == MemoryKind::Value)
      return 0;
    return DimensionSizes.size();
  }
 
  /// Return the size of dimension @p dim as SCEV*.
  //
  //  Scalars do not have array dimensions and the first dimension of
  //  a (possibly multi-dimensional) array also does not carry any size
  //  information, in case the array is not newly created.
  const SCEV *getDimensionSize(unsigned Dim) const {
    assert(Dim < getNumberOfDimensions() && "Invalid dimension");
    return DimensionSizes[Dim];
  }
 
  /// Return the size of dimension @p dim as isl::pw_aff.
  //
  //  Scalars do not have array dimensions and the first dimension of
  //  a (possibly multi-dimensional) array also does not carry any size
  //  information, in case the array is not newly created.
  isl::pw_aff getDimensionSizePw(unsigned Dim) const {
    assert(Dim < getNumberOfDimensions() && "Invalid dimension");
    return DimensionSizesPw[Dim];
  }
 
  /// Get the canonical element type of this array.
  ///
  /// @returns The canonical element type of this array.
  Type *getElementType() const { return ElementType; }
 
  /// Get element size in bytes.
  int getElemSizeInBytes() const;
 
  /// Get the name of this memory reference.
  std::string getName() const;
 
  /// Return the isl id for the base pointer.
  isl::id getBasePtrId() const;
 
  /// Return what kind of memory this represents.
  MemoryKind getKind() const { return Kind; }
 
  /// Is this array info modeling an llvm::Value?
  bool isValueKind() const { return Kind == MemoryKind::Value; }
 
  /// Is this array info modeling special PHI node memory?
  ///
  /// During code generation of PHI nodes, there is a need for two kinds of
  /// virtual storage. The normal one as it is used for all scalar dependences,
  /// where the result of the PHI node is stored and later loaded from as well
  /// as a second one where the incoming values of the PHI nodes are stored
  /// into and reloaded when the PHI is executed. As both memories use the
  /// original PHI node as virtual base pointer, we have this additional
  /// attribute to distinguish the PHI node specific array modeling from the
  /// normal scalar array modeling.
  bool isPHIKind() const { return Kind == MemoryKind::PHI; }
 
  /// Is this array info modeling an MemoryKind::ExitPHI?
  bool isExitPHIKind() const { return Kind == MemoryKind::ExitPHI; }
 
  /// Is this array info modeling an array?
  bool isArrayKind() const { return Kind == MemoryKind::Array; }
 
  /// Is this array allocated on heap
  ///
  /// This property is only relevant if the array is allocated by Polly instead
  /// of pre-existing. If false, it is allocated using alloca instead malloca.
  bool isOnHeap() const { return IsOnHeap; }
 
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
  /// Dump a readable representation to stderr.
  void dump() const;
#endif
 
  /// Print a readable representation to @p OS.
  ///
  /// @param SizeAsPwAff Print the size as isl::pw_aff
  void print(raw_ostream &OS, bool SizeAsPwAff = false) const;
 
  /// Access the ScopArrayInfo associated with an access function.
  static const ScopArrayInfo *getFromAccessFunction(isl::pw_multi_aff PMA);
 
  /// Access the ScopArrayInfo associated with an isl Id.
  static const ScopArrayInfo *getFromId(isl::id Id);
 
  /// Get the space of this array access.
  isl::space getSpace() const;
 
  /// If the array is read only
  bool isReadOnly();
 
  /// Verify that @p Array is compatible to this ScopArrayInfo.
  ///
  /// Two arrays are compatible if their dimensionality, the sizes of their
  /// dimensions, and their element sizes match.
  ///
  /// @param Array The array to compare against.
  ///
  /// @returns True, if the arrays are compatible, False otherwise.
  bool isCompatibleWith(const ScopArrayInfo *Array) const;
 
private:
  void addDerivedSAI(ScopArrayInfo *DerivedSAI) {
    DerivedSAIs.insert(DerivedSAI);
  }
 
  /// For indirect accesses this is the SAI of the BP origin.
  const ScopArrayInfo *BasePtrOriginSAI;
 
  /// For origin SAIs the set of derived indirect SAIs.
  SmallSetVector<ScopArrayInfo *, 2> DerivedSAIs;
 
  /// The base pointer.
  AssertingVH<Value> BasePtr;
 
  /// The canonical element type of this array.
  ///
  /// The canonical element type describes the minimal accessible element in
  /// this array. Not all elements accessed, need to be of the very same type,
  /// but the allocation size of the type of the elements loaded/stored from/to
  /// this array needs to be a multiple of the allocation size of the canonical
  /// type.
  Type *ElementType;
 
  /// The isl id for the base pointer.
  isl::id Id;
 
  /// True if the newly allocated array is on heap.
  bool IsOnHeap = false;
 
  /// The sizes of each dimension as SCEV*.
  SmallVector<const SCEV *, 4> DimensionSizes;
 
  /// The sizes of each dimension as isl::pw_aff.
  SmallVector<isl::pw_aff, 4> DimensionSizesPw;
 
  /// The type of this scop array info object.
  ///
  /// We distinguish between SCALAR, PHI and ARRAY objects.
  MemoryKind Kind;
 
  /// The data layout of the module.
  const DataLayout &DL;
 
  /// The scop this SAI object belongs to.
  Scop &S;
};
 
/// Represent memory accesses in statements.
class MemoryAccess final {
  friend class Scop;
  friend class ScopStmt;
  friend class ScopBuilder;
 
public:
  /// The access type of a memory access
  ///
  /// There are three kind of access types:
  ///
  /// * A read access
  ///
  /// A certain set of memory locations are read and may be used for internal
  /// calculations.
  ///
  /// * A must-write access
  ///
  /// A certain set of memory locations is definitely written. The old value is
  /// replaced by a newly calculated value. The old value is not read or used at
  /// all.
  ///
  /// * A may-write access
  ///
  /// A certain set of memory locations may be written. The memory location may
  /// contain a new value if there is actually a write or the old value may
  /// remain, if no write happens.
  enum AccessType {
    READ = 0x1,
    MUST_WRITE = 0x2,
    MAY_WRITE = 0x3,
  };
 
  /// Reduction access type
  ///
  /// Commutative and associative binary operations suitable for reductions
  enum ReductionType {
    RT_NONE, ///< Indicate no reduction at all
    RT_ADD,  ///< Addition
    RT_MUL,  ///< Multiplication
    RT_BOR,  ///< Bitwise Or
    RT_BXOR, ///< Bitwise XOr
    RT_BAND, ///< Bitwise And
 
    RT_BOTTOM, ///< Pseudo type for the data flow analysis
  };
 
  using SubscriptsTy = SmallVector<const SCEV *, 4>;
 
private:
  /// A unique identifier for this memory access.
  ///
  /// The identifier is unique between all memory accesses belonging to the same
  /// scop statement.
  isl::id Id;
 
  /// What is modeled by this MemoryAccess.
  /// @see MemoryKind
  MemoryKind Kind;
 
  /// Whether it a reading or writing access, and if writing, whether it
  /// is conditional (MAY_WRITE).
  enum AccessType AccType;
 
  /// Reduction type for reduction like accesses, RT_NONE otherwise
  ///
  /// An access is reduction like if it is part of a load-store chain in which
  /// both access the same memory location (use the same LLVM-IR value
  /// as pointer reference). Furthermore, between the load and the store there
  /// is exactly one binary operator which is known to be associative and
  /// commutative.
  ///
  /// TODO:
  ///
  /// We can later lift the constraint that the same LLVM-IR value defines the
  /// memory location to handle scops such as the following:
  ///
  ///    for i
  ///      for j
  ///        sum[i+j] = sum[i] + 3;
  ///
  /// Here not all iterations access the same memory location, but iterations
  /// for which j = 0 holds do. After lifting the equality check in ScopBuilder,
  /// subsequent transformations do not only need check if a statement is
  /// reduction like, but they also need to verify that the reduction
  /// property is only exploited for statement instances that load from and
  /// store to the same data location. Doing so at dependence analysis time
  /// could allow us to handle the above example.
  ReductionType RedType = RT_NONE;
 
  /// Parent ScopStmt of this access.
  ScopStmt *Statement;
 
  /// The domain under which this access is not modeled precisely.
  ///
  /// The invalid domain for an access describes all parameter combinations
  /// under which the statement looks to be executed but is in fact not because
  /// some assumption/restriction makes the access invalid.
  isl::set InvalidDomain;
 
  // Properties describing the accessed array.
  // TODO: It might be possible to move them to ScopArrayInfo.
  // @{
 
  /// The base address (e.g., A for A[i+j]).
  ///
  /// The #BaseAddr of a memory access of kind MemoryKind::Array is the base
  /// pointer of the memory access.
  /// The #BaseAddr of a memory access of kind MemoryKind::PHI or
  /// MemoryKind::ExitPHI is the PHI node itself.
  /// The #BaseAddr of a memory access of kind MemoryKind::Value is the
  /// instruction defining the value.
  AssertingVH<Value> BaseAddr;
 
  /// Type a single array element wrt. this access.
  Type *ElementType;
 
  /// Size of each dimension of the accessed array.
  SmallVector<const SCEV *, 4> Sizes;
  // @}
 
  // Properties describing the accessed element.
  // @{
 
  /// The access instruction of this memory access.
  ///
  /// For memory accesses of kind MemoryKind::Array the access instruction is
  /// the Load or Store instruction performing the access.
  ///
  /// For memory accesses of kind MemoryKind::PHI or MemoryKind::ExitPHI the
  /// access instruction of a load access is the PHI instruction. The access
  /// instruction of a PHI-store is the incoming's block's terminator
  /// instruction.
  ///
  /// For memory accesses of kind MemoryKind::Value the access instruction of a
  /// load access is nullptr because generally there can be multiple
  /// instructions in the statement using the same llvm::Value. The access
  /// instruction of a write access is the instruction that defines the
  /// llvm::Value.
  Instruction *AccessInstruction = nullptr;
 
  /// Incoming block and value of a PHINode.
  SmallVector<std::pair<BasicBlock *, Value *>, 4> Incoming;
 
  /// The value associated with this memory access.
  ///
  ///  - For array memory accesses (MemoryKind::Array) it is the loaded result
  ///    or the stored value. If the access instruction is a memory intrinsic it
  ///    the access value is also the memory intrinsic.
  ///  - For accesses of kind MemoryKind::Value it is the access instruction
  ///    itself.
  ///  - For accesses of kind MemoryKind::PHI or MemoryKind::ExitPHI it is the
  ///    PHI node itself (for both, READ and WRITE accesses).
  ///
  AssertingVH<Value> AccessValue;
 
  /// Are all the subscripts affine expression?
  bool IsAffine = true;
 
  /// Subscript expression for each dimension.
  SubscriptsTy Subscripts;
 
  /// Relation from statement instances to the accessed array elements.
  ///
  /// In the common case this relation is a function that maps a set of loop
  /// indices to the memory address from which a value is loaded/stored:
  ///
  ///      for i
  ///        for j
  ///    S:     A[i + 3 j] = ...
  ///
  ///    => { S[i,j] -> A[i + 3j] }
  ///
  /// In case the exact access function is not known, the access relation may
  /// also be a one to all mapping { S[i,j] -> A[o] } describing that any
  /// element accessible through A might be accessed.
  ///
  /// In case of an access to a larger element belonging to an array that also
  /// contains smaller elements, the access relation models the larger access
  /// with multiple smaller accesses of the size of the minimal array element
  /// type:
  ///
  ///      short *A;
  ///
  ///      for i
  ///    S:     A[i] = *((double*)&A[4 * i]);
  ///
  ///    => { S[i] -> A[i]; S[i] -> A[o] : 4i <= o <= 4i + 3 }
  isl::map AccessRelation;
 
  /// Updated access relation read from JSCOP file.
  isl::map NewAccessRelation;
  // @}
 
  isl::basic_map createBasicAccessMap(ScopStmt *Statement);
 
  isl::set assumeNoOutOfBound();
 
  /// Compute bounds on an over approximated  access relation.
  ///
  /// @param ElementSize The size of one element accessed.
  void computeBoundsOnAccessRelation(unsigned ElementSize);
 
  /// Get the original access function as read from IR.
  isl::map getOriginalAccessRelation() const;
 
  /// Return the space in which the access relation lives in.
  isl::space getOriginalAccessRelationSpace() const;
 
  /// Get the new access function imported or set by a pass
  isl::map getNewAccessRelation() const;
 
  /// Fold the memory access to consider parametric offsets
  ///
  /// To recover memory accesses with array size parameters in the subscript
  /// expression we post-process the delinearization results.
  ///
  /// We would normally recover from an access A[exp0(i) * N + exp1(i)] into an
  /// array A[][N] the 2D access A[exp0(i)][exp1(i)]. However, another valid
  /// delinearization is A[exp0(i) - 1][exp1(i) + N] which - depending on the
  /// range of exp1(i) - may be preferable. Specifically, for cases where we
  /// know exp1(i) is negative, we want to choose the latter expression.
  ///
  /// As we commonly do not have any information about the range of exp1(i),
  /// we do not choose one of the two options, but instead create a piecewise
  /// access function that adds the (-1, N) offsets as soon as exp1(i) becomes
  /// negative. For a 2D array such an access function is created by applying
  /// the piecewise map:
  ///
  /// [i,j] -> [i, j] :      j >= 0
  /// [i,j] -> [i-1, j+N] :  j <  0
  ///
  /// We can generalize this mapping to arbitrary dimensions by applying this
  /// piecewise mapping pairwise from the rightmost to the leftmost access
  /// dimension. It would also be possible to cover a wider range by introducing
  /// more cases and adding multiple of Ns to these cases. However, this has
  /// not yet been necessary.
  /// The introduction of different cases necessarily complicates the memory
  /// access function, but cases that can be statically proven to not happen
  /// will be eliminated later on.
  void foldAccessRelation();
 
  /// Create the access relation for the underlying memory intrinsic.
  void buildMemIntrinsicAccessRelation();
 
  /// Assemble the access relation from all available information.
  ///
  /// In particular, used the information passes in the constructor and the
  /// parent ScopStmt set by setStatment().
  ///
  /// @param SAI Info object for the accessed array.
  void buildAccessRelation(const ScopArrayInfo *SAI);
 
  /// Carry index overflows of dimensions with constant size to the next higher
  /// dimension.
  ///
  /// For dimensions that have constant size, modulo the index by the size and
  /// add up the carry (floored division) to the next higher dimension. This is
  /// how overflow is defined in row-major order.
  /// It happens e.g. when ScalarEvolution computes the offset to the base
  /// pointer and would algebraically sum up all lower dimensions' indices of
  /// constant size.
  ///
  /// Example:
  ///   float (*A)[4];
  ///   A[1][6] -> A[2][2]
  void wrapConstantDimensions();
 
public:
  /// Create a new MemoryAccess.
  ///
  /// @param Stmt       The parent statement.
  /// @param AccessInst The instruction doing the access.
  /// @param BaseAddr   The accessed array's address.
  /// @param ElemType   The type of the accessed array elements.
  /// @param AccType    Whether read or write access.
  /// @param IsAffine   Whether the subscripts are affine expressions.
  /// @param Kind       The kind of memory accessed.
  /// @param Subscripts Subscript expressions
  /// @param Sizes      Dimension lengths of the accessed array.
  MemoryAccess(ScopStmt *Stmt, Instruction *AccessInst, AccessType AccType,
               Value *BaseAddress, Type *ElemType, bool Affine,
               ArrayRef<const SCEV *> Subscripts, ArrayRef<const SCEV *> Sizes,
               Value *AccessValue, MemoryKind Kind);
 
  /// Create a new MemoryAccess that corresponds to @p AccRel.
  ///
  /// Along with @p Stmt and @p AccType it uses information about dimension
  /// lengths of the accessed array, the type of the accessed array elements,
  /// the name of the accessed array that is derived from the object accessible
  /// via @p AccRel.
  ///
  /// @param Stmt       The parent statement.
  /// @param AccType    Whether read or write access.
  /// @param AccRel     The access relation that describes the memory access.
  MemoryAccess(ScopStmt *Stmt, AccessType AccType, isl::map AccRel);
 
  MemoryAccess(const MemoryAccess &) = delete;
  MemoryAccess &operator=(const MemoryAccess &) = delete;
  ~MemoryAccess();
 
  /// Add a new incoming block/value pairs for this PHI/ExitPHI access.
  ///
  /// @param IncomingBlock The PHI's incoming block.
  /// @param IncomingValue The value when reaching the PHI from the @p
  ///                      IncomingBlock.
  void addIncoming(BasicBlock *IncomingBlock, Value *IncomingValue) {
    assert(!isRead());
    assert(isAnyPHIKind());
    Incoming.emplace_back(std::make_pair(IncomingBlock, IncomingValue));
  }
 
  /// Return the list of possible PHI/ExitPHI values.
  ///
  /// After code generation moves some PHIs around during region simplification,
  /// we cannot reliably locate the original PHI node and its incoming values
  /// anymore. For this reason we remember these explicitly for all PHI-kind
  /// accesses.
  ArrayRef<std::pair<BasicBlock *, Value *>> getIncoming() const {
    assert(isAnyPHIKind());
    return Incoming;
  }
 
  /// Get the type of a memory access.
  enum AccessType getType() { return AccType; }
 
  /// Is this a reduction like access?
  bool isReductionLike() const { return RedType != RT_NONE; }
 
  /// Is this a read memory access?
  bool isRead() const { return AccType == MemoryAccess::READ; }
 
  /// Is this a must-write memory access?
  bool isMustWrite() const { return AccType == MemoryAccess::MUST_WRITE; }
 
  /// Is this a may-write memory access?
  bool isMayWrite() const { return AccType == MemoryAccess::MAY_WRITE; }
 
  /// Is this a write memory access?
  bool isWrite() const { return isMustWrite() || isMayWrite(); }
 
  /// Is this a memory intrinsic access (memcpy, memset, memmove)?
  bool isMemoryIntrinsic() const {
    return isa<MemIntrinsic>(getAccessInstruction());
  }
 
  /// Check if a new access relation was imported or set by a pass.
  bool hasNewAccessRelation() const { return !NewAccessRelation.is_null(); }
 
  /// Return the newest access relation of this access.
  ///
  /// There are two possibilities:
  ///   1) The original access relation read from the LLVM-IR.
  ///   2) A new access relation imported from a json file or set by another
  ///      pass (e.g., for privatization).
  ///
  /// As 2) is by construction "newer" than 1) we return the new access
  /// relation if present.
  ///
  isl::map getLatestAccessRelation() const {
    return hasNewAccessRelation() ? getNewAccessRelation()
                                  : getOriginalAccessRelation();
  }
 
  /// Old name of getLatestAccessRelation().
  isl::map getAccessRelation() const { return getLatestAccessRelation(); }
 
  /// Get an isl map describing the memory address accessed.
  ///
  /// In most cases the memory address accessed is well described by the access
  /// relation obtained with getAccessRelation. However, in case of arrays
  /// accessed with types of different size the access relation maps one access
  /// to multiple smaller address locations. This method returns an isl map that
  /// relates each dynamic statement instance to the unique memory location
  /// that is loaded from / stored to.
  ///
  /// For an access relation { S[i] -> A[o] : 4i <= o <= 4i + 3 } this method
  /// will return the address function { S[i] -> A[4i] }.
  ///
  /// @returns The address function for this memory access.
  isl::map getAddressFunction() const;
 
  /// Return the access relation after the schedule was applied.
  isl::pw_multi_aff
  applyScheduleToAccessRelation(isl::union_map Schedule) const;
 
  /// Get an isl string representing the access function read from IR.
  std::string getOriginalAccessRelationStr() const;
 
  /// Get an isl string representing a new access function, if available.
  std::string getNewAccessRelationStr() const;
 
  /// Get an isl string representing the latest access relation.
  std::string getAccessRelationStr() const;
 
  /// Get the original base address of this access (e.g. A for A[i+j]) when
  /// detected.
  ///
  /// This address may differ from the base address referenced by the original
  /// ScopArrayInfo to which this array belongs, as this memory access may
  /// have been canonicalized to a ScopArrayInfo which has a different but
  /// identically-valued base pointer in case invariant load hoisting is
  /// enabled.
  Value *getOriginalBaseAddr() const { return BaseAddr; }
 
  /// Get the detection-time base array isl::id for this access.
  isl::id getOriginalArrayId() const;
 
  /// Get the base array isl::id for this access, modifiable through
  /// setNewAccessRelation().
  isl::id getLatestArrayId() const;
 
  /// Old name of getOriginalArrayId().
  isl::id getArrayId() const { return getOriginalArrayId(); }
 
  /// Get the detection-time ScopArrayInfo object for the base address.
  const ScopArrayInfo *getOriginalScopArrayInfo() const;
 
  /// Get the ScopArrayInfo object for the base address, or the one set
  /// by setNewAccessRelation().
  const ScopArrayInfo *getLatestScopArrayInfo() const;
 
  /// Legacy name of getOriginalScopArrayInfo().
  const ScopArrayInfo *getScopArrayInfo() const {
    return getOriginalScopArrayInfo();
  }
 
  /// Return a string representation of the access's reduction type.
  std::string getReductionOperatorStr() const;
 
  /// Return a string representation of the reduction type @p RT.
  static std::string getReductionOperatorStr(ReductionType RT);
 
  /// Return the element type of the accessed array wrt. this access.
  Type *getElementType() const { return ElementType; }
 
  /// Return the access value of this memory access.
  Value *getAccessValue() const { return AccessValue; }
 
  /// Return llvm::Value that is stored by this access, if available.
  ///
  /// PHI nodes may not have a unique value available that is stored, as in
  /// case of region statements one out of possibly several llvm::Values
  /// might be stored. In this case nullptr is returned.
  Value *tryGetValueStored() {
    assert(isWrite() && "Only write statement store values");
    if (isAnyPHIKind()) {
      if (Incoming.size() == 1)
        return Incoming[0].second;
      return nullptr;
    }
    return AccessValue;
  }
 
  /// Return the access instruction of this memory access.
  Instruction *getAccessInstruction() const { return AccessInstruction; }
 
  ///  Return an iterator range containing the subscripts.
  iterator_range<SubscriptsTy::const_iterator> subscripts() const {
    return make_range(Subscripts.begin(), Subscripts.end());
  }
 
  /// Return the number of access function subscript.
  unsigned getNumSubscripts() const { return Subscripts.size(); }
 
  /// Return the access function subscript in the dimension @p Dim.
  const SCEV *getSubscript(unsigned Dim) const { return Subscripts[Dim]; }
 
  /// Compute the isl representation for the SCEV @p E wrt. this access.
  ///
  /// Note that this function will also adjust the invalid context accordingly.
  isl::pw_aff getPwAff(const SCEV *E);
 
  /// Get the invalid domain for this access.
  isl::set getInvalidDomain() const { return InvalidDomain; }
 
  /// Get the invalid context for this access.
  isl::set getInvalidContext() const { return getInvalidDomain().params(); }
 
  /// Get the stride of this memory access in the specified Schedule. Schedule
  /// is a map from the statement to a schedule where the innermost dimension is
  /// the dimension of the innermost loop containing the statement.
  isl::set getStride(isl::map Schedule) const;
 
  /// Is the stride of the access equal to a certain width? Schedule is a map
  /// from the statement to a schedule where the innermost dimension is the
  /// dimension of the innermost loop containing the statement.
  bool isStrideX(isl::map Schedule, int StrideWidth) const;
 
  /// Is consecutive memory accessed for a given statement instance set?
  /// Schedule is a map from the statement to a schedule where the innermost
  /// dimension is the dimension of the innermost loop containing the
  /// statement.
  bool isStrideOne(isl::map Schedule) const;
 
  /// Is always the same memory accessed for a given statement instance set?
  /// Schedule is a map from the statement to a schedule where the innermost
  /// dimension is the dimension of the innermost loop containing the
  /// statement.
  bool isStrideZero(isl::map Schedule) const;
 
  /// Return the kind when this access was first detected.
  MemoryKind getOriginalKind() const {
    assert(!getOriginalScopArrayInfo() /* not yet initialized */ ||
           getOriginalScopArrayInfo()->getKind() == Kind);
    return Kind;
  }
 
  /// Return the kind considering a potential setNewAccessRelation.
  MemoryKind getLatestKind() const {
    return getLatestScopArrayInfo()->getKind();
  }
 
  /// Whether this is an access of an explicit load or store in the IR.
  bool isOriginalArrayKind() const {
    return getOriginalKind() == MemoryKind::Array;
  }
 
  /// Whether storage memory is either an custom .s2a/.phiops alloca
  /// (false) or an existing pointer into an array (true).
  bool isLatestArrayKind() const {
    return getLatestKind() == MemoryKind::Array;
  }
 
  /// Old name of isOriginalArrayKind.
  bool isArrayKind() const { return isOriginalArrayKind(); }
 
  /// Whether this access is an array to a scalar memory object, without
  /// considering changes by setNewAccessRelation.
  ///
  /// Scalar accesses are accesses to MemoryKind::Value, MemoryKind::PHI or
  /// MemoryKind::ExitPHI.
  bool isOriginalScalarKind() const {
    return getOriginalKind() != MemoryKind::Array;
  }
 
  /// Whether this access is an array to a scalar memory object, also
  /// considering changes by setNewAccessRelation.
  bool isLatestScalarKind() const {
    return getLatestKind() != MemoryKind::Array;
  }
 
  /// Old name of isOriginalScalarKind.
  bool isScalarKind() const { return isOriginalScalarKind(); }
 
  /// Was this MemoryAccess detected as a scalar dependences?
  bool isOriginalValueKind() const {
    return getOriginalKind() == MemoryKind::Value;
  }
 
  /// Is this MemoryAccess currently modeling scalar dependences?
  bool isLatestValueKind() const {
    return getLatestKind() == MemoryKind::Value;
  }
 
  /// Old name of isOriginalValueKind().
  bool isValueKind() const { return isOriginalValueKind(); }
 
  /// Was this MemoryAccess detected as a special PHI node access?
  bool isOriginalPHIKind() const {
    return getOriginalKind() == MemoryKind::PHI;
  }
 
  /// Is this MemoryAccess modeling special PHI node accesses, also
  /// considering a potential change by setNewAccessRelation?
  bool isLatestPHIKind() const { return getLatestKind() == MemoryKind::PHI; }
 
  /// Old name of isOriginalPHIKind.
  bool isPHIKind() const { return isOriginalPHIKind(); }
 
  /// Was this MemoryAccess detected as the accesses of a PHI node in the
  /// SCoP's exit block?
  bool isOriginalExitPHIKind() const {
    return getOriginalKind() == MemoryKind::ExitPHI;
  }
 
  /// Is this MemoryAccess modeling the accesses of a PHI node in the
  /// SCoP's exit block? Can be changed to an array access using
  /// setNewAccessRelation().
  bool isLatestExitPHIKind() const {
    return getLatestKind() == MemoryKind::ExitPHI;
  }
 
  /// Old name of isOriginalExitPHIKind().
  bool isExitPHIKind() const { return isOriginalExitPHIKind(); }
 
  /// Was this access detected as one of the two PHI types?
  bool isOriginalAnyPHIKind() const {
    return isOriginalPHIKind() || isOriginalExitPHIKind();
  }
 
  /// Does this access originate from one of the two PHI types? Can be
  /// changed to an array access using setNewAccessRelation().
  bool isLatestAnyPHIKind() const {
    return isLatestPHIKind() || isLatestExitPHIKind();
  }
 
  /// Old name of isOriginalAnyPHIKind().
  bool isAnyPHIKind() const { return isOriginalAnyPHIKind(); }
 
  /// Get the statement that contains this memory access.
  ScopStmt *getStatement() const { return Statement; }
 
  /// Get the reduction type of this access
  ReductionType getReductionType() const { return RedType; }
 
  /// Update the original access relation.
  ///
  /// We need to update the original access relation during scop construction,
  /// when unifying the memory accesses that access the same scop array info
  /// object. After the scop has been constructed, the original access relation
  /// should not be changed any more. Instead setNewAccessRelation should
  /// be called.
  void setAccessRelation(isl::map AccessRelation);
 
  /// Set the updated access relation read from JSCOP file.
  void setNewAccessRelation(isl::map NewAccessRelation);
 
  /// Return whether the MemoryyAccess is a partial access. That is, the access
  /// is not executed in some instances of the parent statement's domain.
  bool isLatestPartialAccess() const;
 
  /// Mark this a reduction like access
  void markAsReductionLike(ReductionType RT) { RedType = RT; }
 
  /// Align the parameters in the access relation to the scop context
  void realignParams();
 
  /// Update the dimensionality of the memory access.
  ///
  /// During scop construction some memory accesses may not be constructed with
  /// their full dimensionality, but outer dimensions may have been omitted if
  /// they took the value 'zero'. By updating the dimensionality of the
  /// statement we add additional zero-valued dimensions to match the
  /// dimensionality of the ScopArrayInfo object that belongs to this memory
  /// access.
  void updateDimensionality();
 
  /// Get identifier for the memory access.
  ///
  /// This identifier is unique for all accesses that belong to the same scop
  /// statement.
  isl::id getId() const;
 
  /// Print the MemoryAccess.
  ///
  /// @param OS The output stream the MemoryAccess is printed to.
  void print(raw_ostream &OS) const;
 
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
  /// Print the MemoryAccess to stderr.
  void dump() const;
#endif
 
  /// Is the memory access affine?
  bool isAffine() const { return IsAffine; }
};
 
raw_ostream &operator<<(raw_ostream &OS, MemoryAccess::ReductionType RT);
 
/// Ordered list type to hold accesses.
using MemoryAccessList = std::forward_list<MemoryAccess *>;
 
/// Helper structure for invariant memory accesses.
struct InvariantAccess {
  /// The memory access that is (partially) invariant.
  MemoryAccess *MA;
 
  /// The context under which the access is not invariant.
  isl::set NonHoistableCtx;
};
 
/// Ordered container type to hold invariant accesses.
using InvariantAccessesTy = SmallVector<InvariantAccess, 8>;
 
/// Type for equivalent invariant accesses and their domain context.
struct InvariantEquivClassTy {
  /// The pointer that identifies this equivalence class
  const SCEV *IdentifyingPointer;
 
  /// Memory accesses now treated invariant
  ///
  /// These memory accesses access the pointer location that identifies
  /// this equivalence class. They are treated as invariant and hoisted during
  /// code generation.
  MemoryAccessList InvariantAccesses;
 
  /// The execution context under which the memory location is accessed
  ///
  /// It is the union of the execution domains of the memory accesses in the
  /// InvariantAccesses list.
  isl::set ExecutionContext;
 
  /// The type of the invariant access
  ///
  /// It is used to differentiate between differently typed invariant loads from
  /// the same location.
  Type *AccessType;
};
 
/// Type for invariant accesses equivalence classes.
using InvariantEquivClassesTy = SmallVector<InvariantEquivClassTy, 8>;
 
/// Statement of the Scop
///
/// A Scop statement represents an instruction in the Scop.
///
/// It is further described by its iteration domain, its schedule and its data
/// accesses.
/// At the moment every statement represents a single basic block of LLVM-IR.
class ScopStmt final {
  friend class ScopBuilder;
 
public:
  using MemoryAccessVec = llvm::SmallVector<MemoryAccess *, 8>;
  /// Create the ScopStmt from a BasicBlock.
  ScopStmt(Scop &parent, BasicBlock &bb, StringRef Name, Loop *SurroundingLoop,
           std::vector<Instruction *> Instructions);
 
  /// Create an overapproximating ScopStmt for the region @p R.
  ///
  /// @param EntryBlockInstructions The list of instructions that belong to the
  ///                               entry block of the region statement.
  ///                               Instructions are only tracked for entry
  ///                               blocks for now. We currently do not allow
  ///                               to modify the instructions of blocks later
  ///                               in the region statement.
  ScopStmt(Scop &parent, Region &R, StringRef Name, Loop *SurroundingLoop,
           std::vector<Instruction *> EntryBlockInstructions);
 
  /// Create a copy statement.
  ///
  /// @param Stmt       The parent statement.
  /// @param SourceRel  The source location.
  /// @param TargetRel  The target location.
  /// @param Domain     The original domain under which the copy statement would
  ///                   be executed.
  ScopStmt(Scop &parent, isl::map SourceRel, isl::map TargetRel,
           isl::set Domain);
 
  ScopStmt(const ScopStmt &) = delete;
  const ScopStmt &operator=(const ScopStmt &) = delete;
  ~ScopStmt();
 
private:
  /// Polyhedral description
  //@{
 
  /// The Scop containing this ScopStmt.
  Scop &Parent;
 
  /// The domain under which this statement is not modeled precisely.
  ///
  /// The invalid domain for a statement describes all parameter combinations
  /// under which the statement looks to be executed but is in fact not because
  /// some assumption/restriction makes the statement/scop invalid.
  isl::set InvalidDomain;
 
  /// The iteration domain describes the set of iterations for which this
  /// statement is executed.
  ///
  /// Example:
  ///     for (i = 0; i < 100 + b; ++i)
  ///       for (j = 0; j < i; ++j)
  ///         S(i,j);
  ///
  /// 'S' is executed for different values of i and j. A vector of all
  /// induction variables around S (i, j) is called iteration vector.
  /// The domain describes the set of possible iteration vectors.
  ///
  /// In this case it is:
  ///
  ///     Domain: 0 <= i <= 100 + b
  ///             0 <= j <= i
  ///
  /// A pair of statement and iteration vector (S, (5,3)) is called statement
  /// instance.
  isl::set Domain;
 
  /// The memory accesses of this statement.
  ///
  /// The only side effects of a statement are its memory accesses.
  MemoryAccessVec MemAccs;
 
  /// Mapping from instructions to (scalar) memory accesses.
  DenseMap<const Instruction *, MemoryAccessList> InstructionToAccess;
 
  /// The set of values defined elsewhere required in this ScopStmt and
  ///        their MemoryKind::Value READ MemoryAccesses.
  DenseMap<Value *, MemoryAccess *> ValueReads;
 
  /// The set of values defined in this ScopStmt that are required
  ///        elsewhere, mapped to their MemoryKind::Value WRITE MemoryAccesses.
  DenseMap<Instruction *, MemoryAccess *> ValueWrites;
 
  /// Map from PHI nodes to its incoming value when coming from this
  ///        statement.
  ///
  /// Non-affine subregions can have multiple exiting blocks that are incoming
  /// blocks of the PHI nodes. This map ensures that there is only one write
  /// operation for the complete subregion. A PHI selecting the relevant value
  /// will be inserted.
  DenseMap<PHINode *, MemoryAccess *> PHIWrites;
 
  /// Map from PHI nodes to its read access in this statement.
  DenseMap<PHINode *, MemoryAccess *> PHIReads;
 
  //@}
 
  /// A SCoP statement represents either a basic block (affine/precise case) or
  /// a whole region (non-affine case).
  ///
  /// Only one of the following two members will therefore be set and indicate
  /// which kind of statement this is.
  ///
  ///{
 
  /// The BasicBlock represented by this statement (in the affine case).
  BasicBlock *BB = nullptr;
 
  /// The region represented by this statement (in the non-affine case).
  Region *R = nullptr;
 
  ///}
 
  /// The isl AST build for the new generated AST.
  isl::ast_build Build;
 
  SmallVector<Loop *, 4> NestLoops;
 
  std::string BaseName;
 
  /// The closest loop that contains this statement.
  Loop *SurroundingLoop;
 
  /// Vector for Instructions in this statement.
  std::vector<Instruction *> Instructions;
 
  /// Remove @p MA from dictionaries pointing to them.
  void removeAccessData(MemoryAccess *MA);
 
public:
  /// Get an isl_ctx pointer.
  isl::ctx getIslCtx() const;
 
  /// Get the iteration domain of this ScopStmt.
  ///
  /// @return The iteration domain of this ScopStmt.
  isl::set getDomain() const;
 
  /// Get the space of the iteration domain
  ///
  /// @return The space of the iteration domain
  isl::space getDomainSpace() const;
 
  /// Get the id of the iteration domain space
  ///
  /// @return The id of the iteration domain space
  isl::id getDomainId() const;
 
  /// Get an isl string representing this domain.
  std::string getDomainStr() const;
 
  /// Get the schedule function of this ScopStmt.
  ///
  /// @return The schedule function of this ScopStmt, if it does not contain
  /// extension nodes, and nullptr, otherwise.
  isl::map getSchedule() const;
 
  /// Get an isl string representing this schedule.
  ///
  /// @return An isl string representing this schedule, if it does not contain
  /// extension nodes, and an empty string, otherwise.
  std::string getScheduleStr() const;
 
  /// Get the invalid domain for this statement.
  isl::set getInvalidDomain() const { return InvalidDomain; }
 
  /// Get the invalid context for this statement.
  isl::set getInvalidContext() const { return getInvalidDomain().params(); }
 
  /// Set the invalid context for this statement to @p ID.
  void setInvalidDomain(isl::set ID);
 
  /// Get the BasicBlock represented by this ScopStmt (if any).
  ///
  /// @return The BasicBlock represented by this ScopStmt, or null if the
  ///         statement represents a region.
  BasicBlock *getBasicBlock() const { return BB; }
 
  /// Return true if this statement represents a single basic block.
  bool isBlockStmt() const { return BB != nullptr; }
 
  /// Return true if this is a copy statement.
  bool isCopyStmt() const { return BB == nullptr && R == nullptr; }
 
  /// Get the region represented by this ScopStmt (if any).
  ///
  /// @return The region represented by this ScopStmt, or null if the statement
  ///         represents a basic block.
  Region *getRegion() const { return R; }
 
  /// Return true if this statement represents a whole region.
  bool isRegionStmt() const { return R != nullptr; }
 
  /// Return a BasicBlock from this statement.
  ///
  /// For block statements, it returns the BasicBlock itself. For subregion
  /// statements, return its entry block.
  BasicBlock *getEntryBlock() const;
 
  /// Return whether @p L is boxed within this statement.
  bool contains(const Loop *L) const {
    // Block statements never contain loops.
    if (isBlockStmt())
      return false;
 
    return getRegion()->contains(L);
  }
 
  /// Return whether this statement represents @p BB.
  bool represents(BasicBlock *BB) const {
    if (isCopyStmt())
      return false;
    if (isBlockStmt())
      return BB == getBasicBlock();
    return getRegion()->contains(BB);
  }
 
  /// Return whether this statement contains @p Inst.
  bool contains(Instruction *Inst) const {
    if (!Inst)
      return false;
    if (isBlockStmt())
      return llvm::is_contained(Instructions, Inst);
    return represents(Inst->getParent());
  }
 
  /// Return the closest innermost loop that contains this statement, but is not
  /// contained in it.
  ///
  /// For block statement, this is just the loop that contains the block. Region
  /// statements can contain boxed loops, so getting the loop of one of the
  /// region's BBs might return such an inner loop. For instance, the region's
  /// entry could be a header of a loop, but the region might extend to BBs
  /// after the loop exit. Similarly, the region might only contain parts of the
  /// loop body and still include the loop header.
  ///
  /// Most of the time the surrounding loop is the top element of #NestLoops,
  /// except when it is empty. In that case it return the loop that the whole
  /// SCoP is contained in. That can be nullptr if there is no such loop.
  Loop *getSurroundingLoop() const {
    assert(!isCopyStmt() &&
           "No surrounding loop for artificially created statements");
    return SurroundingLoop;
  }
 
  /// Return true if this statement does not contain any accesses.
  bool isEmpty() const { return MemAccs.empty(); }
 
  /// Find all array accesses for @p Inst.
  ///
  /// @param Inst The instruction accessing an array.
  ///
  /// @return A list of array accesses (MemoryKind::Array) accessed by @p Inst.
  ///         If there is no such access, it returns nullptr.
  const MemoryAccessList *
  lookupArrayAccessesFor(const Instruction *Inst) const {
    auto It = InstructionToAccess.find(Inst);
    if (It == InstructionToAccess.end())
      return nullptr;
    if (It->second.empty())
      return nullptr;
    return &It->second;
  }
 
  /// Return the only array access for @p Inst, if existing.
  ///
  /// @param Inst The instruction for which to look up the access.
  /// @returns The unique array memory access related to Inst or nullptr if
  ///          no array access exists
  MemoryAccess *getArrayAccessOrNULLFor(const Instruction *Inst) const {
    auto It = InstructionToAccess.find(Inst);
    if (It == InstructionToAccess.end())
      return nullptr;
 
    MemoryAccess *ArrayAccess = nullptr;
 
    for (auto Access : It->getSecond()) {
      if (!Access->isArrayKind())
        continue;
 
      assert(!ArrayAccess && "More then one array access for instruction");
 
      ArrayAccess = Access;
    }
 
    return ArrayAccess;
  }
 
  /// Return the only array access for @p Inst.
  ///
  /// @param Inst The instruction for which to look up the access.
  /// @returns The unique array memory access related to Inst.
  MemoryAccess &getArrayAccessFor(const Instruction *Inst) const {
    MemoryAccess *ArrayAccess = getArrayAccessOrNULLFor(Inst);
 
    assert(ArrayAccess && "No array access found for instruction!");
    return *ArrayAccess;
  }
 
  /// Return the MemoryAccess that writes the value of an instruction
  ///        defined in this statement, or nullptr if not existing, respectively
  ///        not yet added.
  MemoryAccess *lookupValueWriteOf(Instruction *Inst) const {
    assert((isRegionStmt() && R->contains(Inst)) ||
           (!isRegionStmt() && Inst->getParent() == BB));
    return ValueWrites.lookup(Inst);
  }
 
  /// Return the MemoryAccess that reloads a value, or nullptr if not
  ///        existing, respectively not yet added.
  MemoryAccess *lookupValueReadOf(Value *Inst) const {
    return ValueReads.lookup(Inst);
  }
 
  /// Return the MemoryAccess that loads a PHINode value, or nullptr if not
  /// existing, respectively not yet added.
  MemoryAccess *lookupPHIReadOf(PHINode *PHI) const {
    return PHIReads.lookup(PHI);
  }
 
  /// Return the PHI write MemoryAccess for the incoming values from any
  ///        basic block in this ScopStmt, or nullptr if not existing,
  ///        respectively not yet added.
  MemoryAccess *lookupPHIWriteOf(PHINode *PHI) const {
    assert(isBlockStmt() || R->getExit() == PHI->getParent());
    return PHIWrites.lookup(PHI);
  }
 
  /// Return the input access of the value, or null if no such MemoryAccess
  /// exists.
  ///
  /// The input access is the MemoryAccess that makes an inter-statement value
  /// available in this statement by reading it at the start of this statement.
  /// This can be a MemoryKind::Value if defined in another statement or a
  /// MemoryKind::PHI if the value is a PHINode in this statement.
  MemoryAccess *lookupInputAccessOf(Value *Val) const {
    if (isa<PHINode>(Val))
      if (auto InputMA = lookupPHIReadOf(cast<PHINode>(Val))) {
        assert(!lookupValueReadOf(Val) && "input accesses must be unique; a "
                                          "statement cannot read a .s2a and "
                                          ".phiops simultaneously");
        return InputMA;
      }
 
    if (auto *InputMA = lookupValueReadOf(Val))
      return InputMA;
 
    return nullptr;
  }
 
  /// Add @p Access to this statement's list of accesses.
  ///
  /// @param Access  The access to add.
  /// @param Prepend If true, will add @p Access before all other instructions
  ///                (instead of appending it).
  void addAccess(MemoryAccess *Access, bool Prepend = false);
 
  /// Remove a MemoryAccess from this statement.
  ///
  /// Note that scalar accesses that are caused by MA will
  /// be eliminated too.
  void removeMemoryAccess(MemoryAccess *MA);
 
  /// Remove @p MA from this statement.
  ///
  /// In contrast to removeMemoryAccess(), no other access will be eliminated.
  ///
  /// @param MA            The MemoryAccess to be removed.
  /// @param AfterHoisting If true, also remove from data access lists.
  ///                      These lists are filled during
  ///                      ScopBuilder::buildAccessRelations. Therefore, if this
  ///                      method is called before buildAccessRelations, false
  ///                      must be passed.
  void removeSingleMemoryAccess(MemoryAccess *MA, bool AfterHoisting = true);
 
  using iterator = MemoryAccessVec::iterator;
  using const_iterator = MemoryAccessVec::const_iterator;
 
  iterator begin() { return MemAccs.begin(); }
  iterator end() { return MemAccs.end(); }
  const_iterator begin() const { return MemAccs.begin(); }
  const_iterator end() const { return MemAccs.end(); }
  size_t size() const { return MemAccs.size(); }
 
  unsigned getNumIterators() const;
 
  Scop *getParent() { return &Parent; }
  const Scop *getParent() const { return &Parent; }
 
  const std::vector<Instruction *> &getInstructions() const {
    return Instructions;
  }
 
  /// Set the list of instructions for this statement. It replaces the current
  /// list.
  void setInstructions(ArrayRef<Instruction *> Range) {
    Instructions.assign(Range.begin(), Range.end());
  }
 
  std::vector<Instruction *>::const_iterator insts_begin() const {
    return Instructions.begin();
  }
 
  std::vector<Instruction *>::const_iterator insts_end() const {
    return Instructions.end();
  }
 
  /// The range of instructions in this statement.
  iterator_range<std::vector<Instruction *>::const_iterator> insts() const {
    return {insts_begin(), insts_end()};
  }
 
  /// Insert an instruction before all other instructions in this statement.
  void prependInstruction(Instruction *Inst) {
    Instructions.insert(Instructions.begin(), Inst);
  }
 
  const char *getBaseName() const;
 
  /// Set the isl AST build.
  void setAstBuild(isl::ast_build B) { Build = B; }
 
  /// Get the isl AST build.
  isl::ast_build getAstBuild() const { return Build; }
 
  /// Restrict the domain of the statement.
  ///
  /// @param NewDomain The new statement domain.
  void restrictDomain(isl::set NewDomain);
 
  /// Get the loop for a dimension.
  ///
  /// @param Dimension The dimension of the induction variable
  /// @return The loop at a certain dimension.
  Loop *getLoopForDimension(unsigned Dimension) const;
 
  /// Align the parameters in the statement to the scop context
  void realignParams();
 
  /// Print the ScopStmt.
  ///
  /// @param OS                The output stream the ScopStmt is printed to.
  /// @param PrintInstructions Whether to print the statement's instructions as
  ///                          well.
  void print(raw_ostream &OS, bool PrintInstructions) const;
 
  /// Print the instructions in ScopStmt.
  ///
  void printInstructions(raw_ostream &OS) const;
 
  /// Check whether there is a value read access for @p V in this statement, and
  /// if not, create one.
  ///
  /// This allows to add MemoryAccesses after the initial creation of the Scop
  /// by ScopBuilder.
  ///
  /// @return The already existing or newly created MemoryKind::Value READ
  /// MemoryAccess.
  ///
  /// @see ScopBuilder::ensureValueRead(Value*,ScopStmt*)
  MemoryAccess *ensureValueRead(Value *V);
 
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
  /// Print the ScopStmt to stderr.
  void dump() const;
#endif
};
 
/// Print ScopStmt S to raw_ostream OS.
raw_ostream &operator<<(raw_ostream &OS, const ScopStmt &S);
 
/// Static Control Part
///
/// A Scop is the polyhedral representation of a control flow region detected
/// by the Scop detection. It is generated by translating the LLVM-IR and
/// abstracting its effects.
///
/// A Scop consists of a set of:
///
///   * A set of statements executed in the Scop.
///
///   * A set of global parameters
///   Those parameters are scalar integer values, which are constant during
///   execution.
///
///   * A context
///   This context contains information about the values the parameters
///   can take and relations between different parameters.
class Scop final {
public:
  /// Type to represent a pair of minimal/maximal access to an array.
  using MinMaxAccessTy = std::pair<isl::pw_multi_aff, isl::pw_multi_aff>;
 
  /// Vector of minimal/maximal accesses to different arrays.
  using MinMaxVectorTy = SmallVector<MinMaxAccessTy, 4>;
 
  /// Pair of minimal/maximal access vectors representing
  /// read write and read only accesses
  using MinMaxVectorPairTy = std::pair<MinMaxVectorTy, MinMaxVectorTy>;
 
  /// Vector of pair of minimal/maximal access vectors representing
  /// non read only and read only accesses for each alias group.
  using MinMaxVectorPairVectorTy = SmallVector<MinMaxVectorPairTy, 4>;
 
private:
  friend class ScopBuilder;
 
  /// Isl context.
  ///
  /// We need a shared_ptr with reference counter to delete the context when all
  /// isl objects are deleted. We will distribute the shared_ptr to all objects
  /// that use the context to create isl objects, and increase the reference
  /// counter. By doing this, we guarantee that the context is deleted when we
  /// delete the last object that creates isl objects with the context. This
  /// declaration needs to be the first in class to gracefully destroy all isl
  /// objects before the context.
  std::shared_ptr<isl_ctx> IslCtx;
 
  ScalarEvolution *SE;
  DominatorTree *DT;
 
  /// The underlying Region.
  Region &R;
 
  /// The name of the SCoP (identical to the regions name)
  std::optional<std::string> name;
 
  // Access functions of the SCoP.
  //
  // This owns all the MemoryAccess objects of the Scop created in this pass.
  AccFuncVector AccessFunctions;
 
  /// Flag to indicate that the scheduler actually optimized the SCoP.
  bool IsOptimized = false;
 
  /// True if the underlying region has a single exiting block.
  bool HasSingleExitEdge;
 
  /// Flag to remember if the SCoP contained an error block or not.
  bool HasErrorBlock = false;
 
  /// Max loop depth.
  unsigned MaxLoopDepth = 0;
 
  /// Number of copy statements.
  unsigned CopyStmtsNum = 0;
 
  using StmtSet = std::list<ScopStmt>;
 
  /// The statements in this Scop.
  StmtSet Stmts;
 
  /// Parameters of this Scop
  ParameterSetTy Parameters;
 
  /// Mapping from parameters to their ids.
  DenseMap<const SCEV *, isl::id> ParameterIds;
 
  /// The context of the SCoP created during SCoP detection.
  ScopDetection::DetectionContext &DC;
 
  /// OptimizationRemarkEmitter object for displaying diagnostic remarks
  OptimizationRemarkEmitter &ORE;
 
  /// A map from basic blocks to vector of SCoP statements. Currently this
  /// vector comprises only of a single statement.
  DenseMap<BasicBlock *, std::vector<ScopStmt *>> StmtMap;
 
  /// A map from instructions to SCoP statements.
  DenseMap<Instruction *, ScopStmt *> InstStmtMap;
 
  /// A map from basic blocks to their domains.
  DenseMap<BasicBlock *, isl::set> DomainMap;
 
  /// Constraints on parameters.
  isl::set Context;
 
  /// The affinator used to translate SCEVs to isl expressions.
  SCEVAffinator Affinator;
 
  using ArrayInfoMapTy =
      std::map<std::pair<AssertingVH<const Value>, MemoryKind>,
               std::unique_ptr<ScopArrayInfo>>;
 
  using ArrayNameMapTy = StringMap<std::unique_ptr<ScopArrayInfo>>;
 
  using ArrayInfoSetTy = SetVector<ScopArrayInfo *>;
 
  /// A map to remember ScopArrayInfo objects for all base pointers.
  ///
  /// As PHI nodes may have two array info objects associated, we add a flag
  /// that distinguishes between the PHI node specific ArrayInfo object
  /// and the normal one.
  ArrayInfoMapTy ScopArrayInfoMap;
 
  /// A map to remember ScopArrayInfo objects for all names of memory
  ///        references.
  ArrayNameMapTy ScopArrayNameMap;
 
  /// A set to remember ScopArrayInfo objects.
  /// @see Scop::ScopArrayInfoMap
  ArrayInfoSetTy ScopArrayInfoSet;
 
  /// The assumptions under which this scop was built.
  ///
  /// When constructing a scop sometimes the exact representation of a statement
  /// or condition would be very complex, but there is a common case which is a
  /// lot simpler, but which is only valid under certain assumptions. The
  /// assumed context records the assumptions taken during the construction of
  /// this scop and that need to be code generated as a run-time test.
  isl::set AssumedContext;
 
  /// The restrictions under which this SCoP was built.
  ///
  /// The invalid context is similar to the assumed context as it contains
  /// constraints over the parameters. However, while we need the constraints
  /// in the assumed context to be "true" the constraints in the invalid context
  /// need to be "false". Otherwise they behave the same.
  isl::set InvalidContext;
 
  /// The context under which the SCoP must have defined behavior. Optimizer and
  /// code generator can assume that the SCoP will only be executed with
  /// parameter values within this context. This might be either because we can
  /// prove that other values are impossible or explicitly have undefined
  /// behavior, such as due to no-wrap flags. If this becomes too complex, can
  /// also be nullptr.
  ///
  /// In contrast to Scop::AssumedContext and Scop::InvalidContext, these do not
  /// need to be checked at runtime.
  ///
  /// Scop::Context on the other side is an overapproximation and does not
  /// include all requirements, but is always defined. However, there is still
  /// no guarantee that there is no undefined behavior in
  /// DefinedBehaviorContext. Moreover, AssumedContext and InvalidContext are
  /// gist'd using Scop::Context, but here we can add assumptions that only hold
  /// under RTC-checked conditions.
  isl::set DefinedBehaviorContext;
 
  /// The schedule of the SCoP
  ///
  /// The schedule of the SCoP describes the execution order of the statements
  /// in the scop by assigning each statement instance a possibly
  /// multi-dimensional execution time. The schedule is stored as a tree of
  /// schedule nodes.
  ///
  /// The most common nodes in a schedule tree are so-called band nodes. Band
  /// nodes map statement instances into a multi dimensional schedule space.
  /// This space can be seen as a multi-dimensional clock.
  ///
  /// Example:
  ///
  /// <S,(5,4)>  may be mapped to (5,4) by this schedule:
  ///
  /// s0 = i (Year of execution)
  /// s1 = j (Day of execution)
  ///
  /// or to (9, 20) by this schedule:
  ///
  /// s0 = i + j (Year of execution)
  /// s1 = 20 (Day of execution)
  ///
  /// The order statement instances are executed is defined by the
  /// schedule vectors they are mapped to. A statement instance
  /// <A, (i, j, ..)> is executed before a statement instance <B, (i', ..)>, if
  /// the schedule vector of A is lexicographic smaller than the schedule
  /// vector of B.
  ///
  /// Besides band nodes, schedule trees contain additional nodes that specify
  /// a textual ordering between two subtrees or filter nodes that filter the
  /// set of statement instances that will be scheduled in a subtree. There
  /// are also several other nodes. A full description of the different nodes
  /// in a schedule tree is given in the isl manual.
  isl::schedule Schedule;
 
  /// Is this Scop marked as not to be transformed by an optimization heuristic?
  bool HasDisableHeuristicsHint = false;
 
  /// Whether the schedule has been modified after derived from the CFG by
  /// ScopBuilder.
  bool ScheduleModified = false;
 
  /// The set of minimal/maximal accesses for each alias group.
  ///
  /// When building runtime alias checks we look at all memory instructions and
  /// build so called alias groups. Each group contains a set of accesses to
  /// different base arrays which might alias with each other. However, between
  /// alias groups there is no aliasing possible.
  ///
  /// In a program with int and float pointers annotated with tbaa information
  /// we would probably generate two alias groups, one for the int pointers and
  /// one for the float pointers.
  ///
  /// During code generation we will create a runtime alias check for each alias
  /// group to ensure the SCoP is executed in an alias free environment.
  MinMaxVectorPairVectorTy MinMaxAliasGroups;
 
  /// Mapping from invariant loads to the representing invariant load of
  ///        their equivalence class.
  ValueToValueMap InvEquivClassVMap;
 
  /// List of invariant accesses.
  InvariantEquivClassesTy InvariantEquivClasses;
 
  /// The smallest array index not yet assigned.
  long ArrayIdx = 0;
 
  /// The smallest statement index not yet assigned.
  long StmtIdx = 0;
 
  /// A number that uniquely represents a Scop within its function
  const int ID;
 
  /// Map of values to the MemoryAccess that writes its definition.
  ///
  /// There must be at most one definition per llvm::Instruction in a SCoP.
  DenseMap<Value *, MemoryAccess *> ValueDefAccs;
 
  /// Map of values to the MemoryAccess that reads a PHI.
  DenseMap<PHINode *, MemoryAccess *> PHIReadAccs;
 
  /// List of all uses (i.e. read MemoryAccesses) for a MemoryKind::Value
  /// scalar.
  DenseMap<const ScopArrayInfo *, SmallVector<MemoryAccess *, 4>> ValueUseAccs;
 
  /// List of all incoming values (write MemoryAccess) of a MemoryKind::PHI or
  /// MemoryKind::ExitPHI scalar.
  DenseMap<const ScopArrayInfo *, SmallVector<MemoryAccess *, 4>>
      PHIIncomingAccs;
 
  /// Scop constructor; invoked from ScopBuilder::buildScop.
  Scop(Region &R, ScalarEvolution &SE, LoopInfo &LI, DominatorTree &DT,
       ScopDetection::DetectionContext &DC, OptimizationRemarkEmitter &ORE,
       int ID);
 
  /// Return the access for the base ptr of @p MA if any.
  MemoryAccess *lookupBasePtrAccess(MemoryAccess *MA);
 
  /// Create an id for @p Param and store it in the ParameterIds map.
  void createParameterId(const SCEV *Param);
 
  /// Add the bounds of the parameters to the context.
  void addParameterBounds();
 
  /// Simplify the assumed and invalid context.
  void simplifyContexts();
 
  /// Create a new SCoP statement for @p BB.
  ///
  /// A new statement for @p BB will be created and added to the statement
  /// vector
  /// and map.
  ///
  /// @param BB              The basic block we build the statement for.
  /// @param Name            The name of the new statement.
  /// @param SurroundingLoop The loop the created statement is contained in.
  /// @param Instructions    The instructions in the statement.
  void addScopStmt(BasicBlock *BB, StringRef Name, Loop *SurroundingLoop,
                   std::vector<Instruction *> Instructions);
 
  /// Create a new SCoP statement for @p R.
  ///
  /// A new statement for @p R will be created and added to the statement vector
  /// and map.
  ///
  /// @param R                      The region we build the statement for.
  /// @param Name                   The name of the new statement.
  /// @param SurroundingLoop        The loop the created statement is contained
  ///                               in.
  /// @param EntryBlockInstructions The (interesting) instructions in the
  ///                               entry block of the region statement.
  void addScopStmt(Region *R, StringRef Name, Loop *SurroundingLoop,
                   std::vector<Instruction *> EntryBlockInstructions);
 
  /// Removes @p Stmt from the StmtMap.
  void removeFromStmtMap(ScopStmt &Stmt);
 
  /// Removes all statements where the entry block of the statement does not
  /// have a corresponding domain in the domain map (or it is empty).
  void removeStmtNotInDomainMap();
 
  /// Collect all memory access relations of a given type.
  ///
  /// @param Predicate A predicate function that returns true if an access is
  ///                  of a given type.
  ///
  /// @returns The set of memory accesses in the scop that match the predicate.
  isl::union_map
  getAccessesOfType(std::function<bool(MemoryAccess &)> Predicate);
 
  /// @name Helper functions for printing the Scop.
  ///
  //@{
  void printContext(raw_ostream &OS) const;
  void printArrayInfo(raw_ostream &OS) const;
  void printStatements(raw_ostream &OS, bool PrintInstructions) const;
  void printAliasAssumptions(raw_ostream &OS) const;
  //@}
 
public:
  Scop(const Scop &) = delete;
  Scop &operator=(const Scop &) = delete;
  ~Scop();
 
  /// Factory pattern for creating a new (empty) SCoP.
  static std::unique_ptr<Scop> makeScop(Region &R, ScalarEvolution &SE,
                                        LoopInfo &LI, DominatorTree &DT,
                                        ScopDetection::DetectionContext &DC,
                                        OptimizationRemarkEmitter &ORE, int ID);
 
  /// Increment actual number of aliasing assumptions taken
  ///
  /// @param Step    Number of new aliasing assumptions which should be added to
  /// the number of already taken assumptions.
  static void incrementNumberOfAliasingAssumptions(unsigned Step);
 
  /// Get the count of copy statements added to this Scop.
  ///
  /// @return The count of copy statements added to this Scop.
  unsigned getCopyStmtsNum() { return CopyStmtsNum; }
 
  /// Create a new copy statement.
  ///
  /// A new statement will be created and added to the statement vector.
  ///
  /// @param SourceRel  The source location.
  /// @param TargetRel  The target location.
  /// @param Domain     The original domain under which the copy statement would
  ///                   be executed.
  ScopStmt *addScopStmt(isl::map SourceRel, isl::map TargetRel,
                        isl::set Domain);
 
  /// Add the access function to all MemoryAccess objects of the Scop
  ///        created in this pass.
  void addAccessFunction(MemoryAccess *Access) {
    AccessFunctions.emplace_back(Access);
 
    // Register value definitions.
    if (Access->isWrite() && Access->isOriginalValueKind()) {
      assert(!ValueDefAccs.count(Access->getAccessValue()) &&
             "there can be just one definition per value");
      ValueDefAccs[Access->getAccessValue()] = Access;
    } else if (Access->isRead() && Access->isOriginalPHIKind()) {
      PHINode *PHI = cast<PHINode>(Access->getAccessInstruction());
      assert(!PHIReadAccs.count(PHI) &&
             "there can be just one PHI read per PHINode");
      PHIReadAccs[PHI] = Access;
    }
  }
 
  /// Add metadata for @p Access.
  void addAccessData(MemoryAccess *Access);
 
  /// Add new invariant access equivalence class
  void
  addInvariantEquivClass(const InvariantEquivClassTy &InvariantEquivClass) {
    InvariantEquivClasses.emplace_back(InvariantEquivClass);
  }
 
  /// Add mapping from invariant loads to the representing invariant load of
  ///        their equivalence class.
  void addInvariantLoadMapping(const Value *LoadInst, Value *ClassRep) {
    InvEquivClassVMap[LoadInst] = ClassRep;
  }
 
  /// Remove the metadata stored for @p Access.
  void removeAccessData(MemoryAccess *Access);
 
  /// Return the scalar evolution.
  ScalarEvolution *getSE() const;
 
  /// Return the dominator tree.
  DominatorTree *getDT() const { return DT; }
 
  /// Return the LoopInfo used for this Scop.
  LoopInfo *getLI() const { return Affinator.getLI(); }
 
  /// Get the count of parameters used in this Scop.
  ///
  /// @return The count of parameters used in this Scop.
  size_t getNumParams() const { return Parameters.size(); }
 
  /// Return whether given SCEV is used as the parameter in this Scop.
  bool isParam(const SCEV *Param) const { return Parameters.count(Param); }
 
  /// Take a list of parameters and add the new ones to the scop.
  void addParams(const ParameterSetTy &NewParameters);
 
  /// Return an iterator range containing the scop parameters.
  iterator_range<ParameterSetTy::iterator> parameters() const {
    return make_range(Parameters.begin(), Parameters.end());
  }
 
  /// Return an iterator range containing invariant accesses.
  iterator_range<InvariantEquivClassesTy::iterator> invariantEquivClasses() {
    return make_range(InvariantEquivClasses.begin(),
                      InvariantEquivClasses.end());
  }
 
  /// Return an iterator range containing all the MemoryAccess objects of the
  /// Scop.
  iterator_range<AccFuncVector::iterator> access_functions() {
    return make_range(AccessFunctions.begin(), AccessFunctions.end());
  }
 
  /// Return whether this scop is empty, i.e. contains no statements that
  /// could be executed.
  bool isEmpty() const { return Stmts.empty(); }
 
  StringRef getName() {
    if (!name)
      name = R.getNameStr();
    return *name;
  }
 
  using array_iterator = ArrayInfoSetTy::iterator;
  using const_array_iterator = ArrayInfoSetTy::const_iterator;
  using array_range = iterator_range<ArrayInfoSetTy::iterator>;
  using const_array_range = iterator_range<ArrayInfoSetTy::const_iterator>;
 
  inline array_iterator array_begin() { return ScopArrayInfoSet.begin(); }
 
  inline array_iterator array_end() { return ScopArrayInfoSet.end(); }
 
  inline const_array_iterator array_begin() const {
    return ScopArrayInfoSet.begin();
  }
 
  inline const_array_iterator array_end() const {
    return ScopArrayInfoSet.end();
  }
 
  inline array_range arrays() {
    return array_range(array_begin(), array_end());
  }
 
  inline const_array_range arrays() const {
    return const_array_range(array_begin(), array_end());
  }
 
  /// Return the isl_id that represents a certain parameter.
  ///
  /// @param Parameter A SCEV that was recognized as a Parameter.
  ///
  /// @return The corresponding isl_id or NULL otherwise.
  isl::id getIdForParam(const SCEV *Parameter) const;
 
  /// Get the maximum region of this static control part.
  ///
  /// @return The maximum region of this static control part.
  inline const Region &getRegion() const { return R; }
  inline Region &getRegion() { return R; }
 
  /// Return the function this SCoP is in.
  Function &getFunction() const { return *R.getEntry()->getParent(); }
 
  /// Check if @p L is contained in the SCoP.
  bool contains(const Loop *L) const { return R.contains(L); }
 
  /// Check if @p BB is contained in the SCoP.
  bool contains(const BasicBlock *BB) const { return R.contains(BB); }
 
  /// Check if @p I is contained in the SCoP.
  bool contains(const Instruction *I) const { return R.contains(I); }
 
  /// Return the unique exit block of the SCoP.
  BasicBlock *getExit() const { return R.getExit(); }
 
  /// Return the unique exiting block of the SCoP if any.
  BasicBlock *getExitingBlock() const { return R.getExitingBlock(); }
 
  /// Return the unique entry block of the SCoP.
  BasicBlock *getEntry() const { return R.getEntry(); }
 
  /// Return the unique entering block of the SCoP if any.
  BasicBlock *getEnteringBlock() const { return R.getEnteringBlock(); }
 
  /// Return true if @p BB is the exit block of the SCoP.
  bool isExit(BasicBlock *BB) const { return getExit() == BB; }
 
  /// Return a range of all basic blocks in the SCoP.
  Region::block_range blocks() const { return R.blocks(); }
 
  /// Return true if and only if @p BB dominates the SCoP.
  bool isDominatedBy(const DominatorTree &DT, BasicBlock *BB) const;
 
  /// Get the maximum depth of the loop.
  ///
  /// @return The maximum depth of the loop.
  inline unsigned getMaxLoopDepth() const { return MaxLoopDepth; }
 
  /// Return the invariant equivalence class for @p Val if any.
  InvariantEquivClassTy *lookupInvariantEquivClass(Value *Val);
 
  /// Return the set of invariant accesses.
  InvariantEquivClassesTy &getInvariantAccesses() {
    return InvariantEquivClasses;
  }
 
  /// Check if the scop has any invariant access.
  bool hasInvariantAccesses() { return !InvariantEquivClasses.empty(); }
 
  /// Mark the SCoP as optimized by the scheduler.
  void markAsOptimized() { IsOptimized = true; }
 
  /// Check if the SCoP has been optimized by the scheduler.
  bool isOptimized() const { return IsOptimized; }
 
  /// Return the ID of the Scop
  int getID() const { return ID; }
 
  /// Get the name of the entry and exit blocks of this Scop.
  ///
  /// These along with the function name can uniquely identify a Scop.
  ///
  /// @return std::pair whose first element is the entry name & second element
  ///         is the exit name.
  std::pair<std::string, std::string> getEntryExitStr() const;
 
  /// Get the name of this Scop.
  std::string getNameStr() const;
 
  /// Get the constraint on parameter of this Scop.
  ///
  /// @return The constraint on parameter of this Scop.
  isl::set getContext() const;
 
  /// Return the context where execution behavior is defined. Might return
  /// nullptr.
  isl::set getDefinedBehaviorContext() const { return DefinedBehaviorContext; }
 
  /// Return the define behavior context, or if not available, its approximation
  /// from all other contexts.
  isl::set getBestKnownDefinedBehaviorContext() const {
    if (!DefinedBehaviorContext.is_null())
      return DefinedBehaviorContext;
 
    return Context.intersect_params(AssumedContext).subtract(InvalidContext);
  }
 
  /// Return space of isl context parameters.
  ///
  /// Returns the set of context parameters that are currently constrained. In
  /// case the full set of parameters is needed, see @getFullParamSpace.
  isl::space getParamSpace() const;
 
  /// Return the full space of parameters.
  ///
  /// getParamSpace will only return the parameters of the context that are
  /// actually constrained, whereas getFullParamSpace will return all
  //  parameters. This is useful in cases, where we need to ensure all
  //  parameters are available, as certain isl functions will abort if this is
  //  not the case.
  isl::space getFullParamSpace() const;
 
  /// Get the assumed context for this Scop.
  ///
  /// @return The assumed context of this Scop.
  isl::set getAssumedContext() const;
 
  /// Return true if the optimized SCoP can be executed.
  ///
  /// In addition to the runtime check context this will also utilize the domain
  /// constraints to decide it the optimized version can actually be executed.
  ///
  /// @returns True if the optimized SCoP can be executed.
  bool hasFeasibleRuntimeContext() const;
 
  /// Check if the assumption in @p Set is trivial or not.
  ///
  /// @param Set  The relations between parameters that are assumed to hold.
  /// @param Sign Enum to indicate if the assumptions in @p Set are positive
  ///             (needed/assumptions) or negative (invalid/restrictions).
  ///
  /// @returns True if the assumption @p Set is not trivial.
  bool isEffectiveAssumption(isl::set Set, AssumptionSign Sign);
 
  /// Track and report an assumption.
  ///
  /// Use 'clang -Rpass-analysis=polly-scops' or 'opt
  /// -pass-remarks-analysis=polly-scops' to output the assumptions.
  ///
  /// @param Kind The assumption kind describing the underlying cause.
  /// @param Set  The relations between parameters that are assumed to hold.
  /// @param Loc  The location in the source that caused this assumption.
  /// @param Sign Enum to indicate if the assumptions in @p Set are positive
  ///             (needed/assumptions) or negative (invalid/restrictions).
  /// @param BB   The block in which this assumption was taken. Used to
  ///             calculate hotness when emitting remark.
  ///
  /// @returns True if the assumption is not trivial.
  bool trackAssumption(AssumptionKind Kind, isl::set Set, DebugLoc Loc,
                       AssumptionSign Sign, BasicBlock *BB);
 
  /// Add the conditions from @p Set (or subtract them if @p Sign is
  /// AS_RESTRICTION) to the defined behaviour context.
  void intersectDefinedBehavior(isl::set Set, AssumptionSign Sign);
 
  /// Add assumptions to assumed context.
  ///
  /// The assumptions added will be assumed to hold during the execution of the
  /// scop. However, as they are generally not statically provable, at code
  /// generation time run-time checks will be generated that ensure the
  /// assumptions hold.
  ///
  /// WARNING: We currently exploit in simplifyAssumedContext the knowledge
  ///          that assumptions do not change the set of statement instances
  ///          executed.
  ///
  /// @param Kind The assumption kind describing the underlying cause.
  /// @param Set  The relations between parameters that are assumed to hold.
  /// @param Loc  The location in the source that caused this assumption.
  /// @param Sign Enum to indicate if the assumptions in @p Set are positive
  ///             (needed/assumptions) or negative (invalid/restrictions).
  /// @param BB   The block in which this assumption was taken. Used to
  ///             calculate hotness when emitting remark.
  /// @param RTC  Does the assumption require a runtime check?
  void addAssumption(AssumptionKind Kind, isl::set Set, DebugLoc Loc,
                     AssumptionSign Sign, BasicBlock *BB, bool RTC = true);
 
  /// Mark the scop as invalid.
  ///
  /// This method adds an assumption to the scop that is always invalid. As a
  /// result, the scop will not be optimized later on. This function is commonly
  /// called when a condition makes it impossible (or too compile time
  /// expensive) to process this scop any further.
  ///
  /// @param Kind The assumption kind describing the underlying cause.
  /// @param Loc  The location in the source that triggered .
  /// @param BB   The BasicBlock where it was triggered.
  void invalidate(AssumptionKind Kind, DebugLoc Loc, BasicBlock *BB = nullptr);
 
  /// Get the invalid context for this Scop.
  ///
  /// @return The invalid context of this Scop.
  isl::set getInvalidContext() const;
 
  /// Return true if and only if the InvalidContext is trivial (=empty).
  bool hasTrivialInvalidContext() const { return InvalidContext.is_empty(); }
 
  /// Return all alias groups for this SCoP.
  const MinMaxVectorPairVectorTy &getAliasGroups() const {
    return MinMaxAliasGroups;
  }
 
  void addAliasGroup(MinMaxVectorTy &MinMaxAccessesReadWrite,
                     MinMaxVectorTy &MinMaxAccessesReadOnly) {
    MinMaxAliasGroups.emplace_back();
    MinMaxAliasGroups.back().first = MinMaxAccessesReadWrite;
    MinMaxAliasGroups.back().second = MinMaxAccessesReadOnly;
  }
 
  /// Remove statements from the list of scop statements.
  ///
  /// @param ShouldDelete  A function that returns true if the statement passed
  ///                      to it should be deleted.
  /// @param AfterHoisting If true, also remove from data access lists.
  ///                      These lists are filled during
  ///                      ScopBuilder::buildAccessRelations. Therefore, if this
  ///                      method is called before buildAccessRelations, false
  ///                      must be passed.
  void removeStmts(function_ref<bool(ScopStmt &)> ShouldDelete,
                   bool AfterHoisting = true);
 
  /// Get an isl string representing the context.
  std::string getContextStr() const;
 
  /// Get an isl string representing the assumed context.
  std::string getAssumedContextStr() const;
 
  /// Get an isl string representing the invalid context.
  std::string getInvalidContextStr() const;
 
  /// Return the list of ScopStmts that represent the given @p BB.
  ArrayRef<ScopStmt *> getStmtListFor(BasicBlock *BB) const;
 
  /// Get the statement to put a PHI WRITE into.
  ///
  /// @param U The operand of a PHINode.
  ScopStmt *getIncomingStmtFor(const Use &U) const;
 
  /// Return the last statement representing @p BB.
  ///
  /// Of the sequence of statements that represent a @p BB, this is the last one
  /// to be executed. It is typically used to determine which instruction to add
  /// a MemoryKind::PHI WRITE to. For this purpose, it is not strictly required
  /// to be executed last, only that the incoming value is available in it.
  ScopStmt *getLastStmtFor(BasicBlock *BB) const;
 
  /// Return the ScopStmts that represents the Region @p R, or nullptr if
  ///        it is not represented by any statement in this Scop.
  ArrayRef<ScopStmt *> getStmtListFor(Region *R) const;
 
  /// Return the ScopStmts that represents @p RN; can return nullptr if
  ///        the RegionNode is not within the SCoP or has been removed due to
  ///        simplifications.
  ArrayRef<ScopStmt *> getStmtListFor(RegionNode *RN) const;
 
  /// Return the ScopStmt an instruction belongs to, or nullptr if it
  ///        does not belong to any statement in this Scop.
  ScopStmt *getStmtFor(Instruction *Inst) const {
    return InstStmtMap.lookup(Inst);
  }
 
  /// Return the number of statements in the SCoP.
  size_t getSize() const { return Stmts.size(); }
 
  /// @name Statements Iterators
  ///
  /// These iterators iterate over all statements of this Scop.
  //@{
  using iterator = StmtSet::iterator;
  using const_iterator = StmtSet::const_iterator;
 
  iterator begin() { return Stmts.begin(); }
  iterator end() { return Stmts.end(); }
  const_iterator begin() const { return Stmts.begin(); }
  const_iterator end() const { return Stmts.end(); }
 
  using reverse_iterator = StmtSet::reverse_iterator;
  using const_reverse_iterator = StmtSet::const_reverse_iterator;
 
  reverse_iterator rbegin() { return Stmts.rbegin(); }
  reverse_iterator rend() { return Stmts.rend(); }
  const_reverse_iterator rbegin() const { return Stmts.rbegin(); }
  const_reverse_iterator rend() const { return Stmts.rend(); }
  //@}
 
  /// Return the set of required invariant loads.
  const InvariantLoadsSetTy &getRequiredInvariantLoads() const {
    return DC.RequiredILS;
  }
 
  /// Add @p LI to the set of required invariant loads.
  void addRequiredInvariantLoad(LoadInst *LI) { DC.RequiredILS.insert(LI); }
 
  /// Return the set of boxed (thus overapproximated) loops.
  const BoxedLoopsSetTy &getBoxedLoops() const { return DC.BoxedLoopsSet; }
 
  /// Return true if and only if @p R is a non-affine subregion.
  bool isNonAffineSubRegion(const Region *R) {
    return DC.NonAffineSubRegionSet.count(R);
  }
 
  const MapInsnToMemAcc &getInsnToMemAccMap() const { return DC.InsnToMemAcc; }
 
  /// Return the (possibly new) ScopArrayInfo object for @p Access.
  ///
  /// @param ElementType The type of the elements stored in this array.
  /// @param Kind        The kind of the array info object.
  /// @param BaseName    The optional name of this memory reference.
  ScopArrayInfo *getOrCreateScopArrayInfo(Value *BasePtr, Type *ElementType,
                                          ArrayRef<const SCEV *> Sizes,
                                          MemoryKind Kind,
                                          const char *BaseName = nullptr);
 
  /// Create an array and return the corresponding ScopArrayInfo object.
  ///
  /// @param ElementType The type of the elements stored in this array.
  /// @param BaseName    The name of this memory reference.
  /// @param Sizes       The sizes of dimensions.
  ScopArrayInfo *createScopArrayInfo(Type *ElementType,
                                     const std::string &BaseName,
                                     const std::vector<unsigned> &Sizes);
 
  /// Return the cached ScopArrayInfo object for @p BasePtr.
  ///
  /// @param BasePtr   The base pointer the object has been stored for.
  /// @param Kind      The kind of array info object.
  ///
  /// @returns The ScopArrayInfo pointer or NULL if no such pointer is
  ///          available.
  ScopArrayInfo *getScopArrayInfoOrNull(Value *BasePtr, MemoryKind Kind);
 
  /// Return the cached ScopArrayInfo object for @p BasePtr.
  ///
  /// @param BasePtr   The base pointer the object has been stored for.
  /// @param Kind      The kind of array info object.
  ///
  /// @returns The ScopArrayInfo pointer (may assert if no such pointer is
  ///          available).
  ScopArrayInfo *getScopArrayInfo(Value *BasePtr, MemoryKind Kind);
 
  /// Invalidate ScopArrayInfo object for base address.
  ///
  /// @param BasePtr The base pointer of the ScopArrayInfo object to invalidate.
  /// @param Kind    The Kind of the ScopArrayInfo object.
  void invalidateScopArrayInfo(Value *BasePtr, MemoryKind Kind) {
    auto It = ScopArrayInfoMap.find(std::make_pair(BasePtr, Kind));
    if (It == ScopArrayInfoMap.end())
      return;
    ScopArrayInfoSet.remove(It->second.get());
    ScopArrayInfoMap.erase(It);
  }
 
  /// Set new isl context.
  void setContext(isl::set NewContext);
 
  /// Update maximal loop depth. If @p Depth is smaller than current value,
  /// then maximal loop depth is not updated.
  void updateMaxLoopDepth(unsigned Depth) {
    MaxLoopDepth = std::max(MaxLoopDepth, Depth);
  }
 
  /// Align the parameters in the statement to the scop context
  void realignParams();
 
  /// Return true if this SCoP can be profitably optimized.
  ///
  /// @param ScalarsAreUnprofitable Never consider statements with scalar writes
  ///                               as profitably optimizable.
  ///
  /// @return Whether this SCoP can be profitably optimized.
  bool isProfitable(bool ScalarsAreUnprofitable) const;
 
  /// Return true if the SCoP contained at least one error block.
  bool hasErrorBlock() const { return HasErrorBlock; }
 
  /// Notify SCoP that it contains an error block
  void notifyErrorBlock() { HasErrorBlock = true; }
 
  /// Return true if the underlying region has a single exiting block.
  bool hasSingleExitEdge() const { return HasSingleExitEdge; }
 
  /// Print the static control part.
  ///
  /// @param OS The output stream the static control part is printed to.
  /// @param PrintInstructions Whether to print the statement's instructions as
  ///                          well.
  void print(raw_ostream &OS, bool PrintInstructions) const;
 
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
  /// Print the ScopStmt to stderr.
  void dump() const;
#endif
 
  /// Get the isl context of this static control part.
  ///
  /// @return The isl context of this static control part.
  isl::ctx getIslCtx() const;
 
  /// Directly return the shared_ptr of the context.
  const std::shared_ptr<isl_ctx> &getSharedIslCtx() const { return IslCtx; }
 
  /// Compute the isl representation for the SCEV @p E
  ///
  /// @param E  The SCEV that should be translated.
  /// @param BB An (optional) basic block in which the isl_pw_aff is computed.
  ///           SCEVs known to not reference any loops in the SCoP can be
  ///           passed without a @p BB.
  /// @param NonNegative Flag to indicate the @p E has to be non-negative.
  /// @param IsInsideDomain If true, assumptions only need to apply during the
  ///                       execution of @p BB. That is, when we know that we
  ///                       are in its domain. Must be false if the SCEV is
  ///                       evaluated outside a ScopStmt, or for code that
  ///                       computes the domain (since while doing that, we
  ///                       don't know whether we are in the domain yet).
  ///
  /// Note that this function will always return a valid isl_pw_aff. However, if
  /// the translation of @p E was deemed to complex the SCoP is invalidated and
  /// a dummy value of appropriate dimension is returned. This allows to bail
  /// for complex cases without "error handling code" needed on the users side.
  PWACtx getPwAff(const SCEV *E, BasicBlock *BB = nullptr,
                  bool NonNegative = false,
                  RecordedAssumptionsTy *RecordedAssumptions = nullptr,
                  bool IsInsideDomain = true);
 
  /// Compute the isl representation for the SCEV @p E
  ///
  /// This function is like @see Scop::getPwAff() but strips away the invalid
  /// domain part associated with the piecewise affine function.
  isl::pw_aff
  getPwAffOnly(const SCEV *E, BasicBlock *BB = nullptr,
               RecordedAssumptionsTy *RecordedAssumptions = nullptr);
 
  /// Check if an <nsw> AddRec for the loop L is cached.
  bool hasNSWAddRecForLoop(Loop *L) { return Affinator.hasNSWAddRecForLoop(L); }
 
  /// Return the domain of @p Stmt.
  ///
  /// @param Stmt The statement for which the conditions should be returned.
  isl::set getDomainConditions(const ScopStmt *Stmt) const;
 
  /// Return the domain of @p BB.
  ///
  /// @param BB The block for which the conditions should be returned.
  isl::set getDomainConditions(BasicBlock *BB) const;
 
  /// Return the domain of @p BB. If it does not exist, create an empty one.
  isl::set &getOrInitEmptyDomain(BasicBlock *BB) { return DomainMap[BB]; }
 
  /// Check if domain is determined for @p BB.
  bool isDomainDefined(BasicBlock *BB) const { return DomainMap.count(BB) > 0; }
 
  /// Set domain for @p BB.
  void setDomain(BasicBlock *BB, isl::set &Domain) { DomainMap[BB] = Domain; }
 
  /// Get a union set containing the iteration domains of all statements.
  isl::union_set getDomains() const;
 
  /// Get a union map of all may-writes performed in the SCoP.
  isl::union_map getMayWrites();
 
  /// Get a union map of all must-writes performed in the SCoP.
  isl::union_map getMustWrites();
 
  /// Get a union map of all writes performed in the SCoP.
  isl::union_map getWrites();
 
  /// Get a union map of all reads performed in the SCoP.
  isl::union_map getReads();
 
  /// Get a union map of all memory accesses performed in the SCoP.
  isl::union_map getAccesses();
 
  /// Get a union map of all memory accesses performed in the SCoP.
  ///
  /// @param Array The array to which the accesses should belong.
  isl::union_map getAccesses(ScopArrayInfo *Array);
 
  /// Get the schedule of all the statements in the SCoP.
  ///
  /// @return The schedule of all the statements in the SCoP, if the schedule of
  /// the Scop does not contain extension nodes, and nullptr, otherwise.
  isl::union_map getSchedule() const;
 
  /// Get a schedule tree describing the schedule of all statements.
  isl::schedule getScheduleTree() const;
 
  /// Update the current schedule
  ///
  /// NewSchedule The new schedule (given as a flat union-map).
  void setSchedule(isl::union_map NewSchedule);
 
  /// Update the current schedule
  ///
  /// NewSchedule The new schedule (given as schedule tree).
  void setScheduleTree(isl::schedule NewSchedule);
 
  /// Whether the schedule is the original schedule as derived from the CFG by
  /// ScopBuilder.
  bool isOriginalSchedule() const { return !ScheduleModified; }
 
  /// Intersects the domains of all statements in the SCoP.
  ///
  /// @return true if a change was made
  bool restrictDomains(isl::union_set Domain);
 
  /// Get the depth of a loop relative to the outermost loop in the Scop.
  ///
  /// This will return
  ///    0 if @p L is an outermost loop in the SCoP
  ///   >0 for other loops in the SCoP
  ///   -1 if @p L is nullptr or there is no outermost loop in the SCoP
  int getRelativeLoopDepth(const Loop *L) const;
 
  /// Find the ScopArrayInfo associated with an isl Id
  ///        that has name @p Name.
  ScopArrayInfo *getArrayInfoByName(const std::string BaseName);
 
  /// Simplify the SCoP representation.
  ///
  /// @param AfterHoisting Whether it is called after invariant load hoisting.
  ///                      When true, also removes statements without
  ///                      side-effects.
  void simplifySCoP(bool AfterHoisting);
 
  /// Get the next free array index.
  ///
  /// This function returns a unique index which can be used to identify an
  /// array.
  long getNextArrayIdx() { return ArrayIdx++; }
 
  /// Get the next free statement index.
  ///
  /// This function returns a unique index which can be used to identify a
  /// statement.
  long getNextStmtIdx() { return StmtIdx++; }
 
  /// Get the representing SCEV for @p S if applicable, otherwise @p S.
  ///
  /// Invariant loads of the same location are put in an equivalence class and
  /// only one of them is chosen as a representing element that will be
  /// modeled as a parameter. The others have to be normalized, i.e.,
  /// replaced by the representing element of their equivalence class, in order
  /// to get the correct parameter value, e.g., in the SCEVAffinator.
  ///
  /// @param S The SCEV to normalize.
  ///
  /// @return The representing SCEV for invariant loads or @p S if none.
  const SCEV *getRepresentingInvariantLoadSCEV(const SCEV *S) const;
 
  /// Return the MemoryAccess that writes an llvm::Value, represented by a
  /// ScopArrayInfo.
  ///
  /// There can be at most one such MemoryAccess per llvm::Value in the SCoP.
  /// Zero is possible for read-only values.
  MemoryAccess *getValueDef(const ScopArrayInfo *SAI) const;
 
  /// Return all MemoryAccesses that us an llvm::Value, represented by a
  /// ScopArrayInfo.
  ArrayRef<MemoryAccess *> getValueUses(const ScopArrayInfo *SAI) const;
 
  /// Return the MemoryAccess that represents an llvm::PHINode.
  ///
  /// ExitPHIs's PHINode is not within the SCoPs. This function returns nullptr
  /// for them.
  MemoryAccess *getPHIRead(const ScopArrayInfo *SAI) const;
 
  /// Return all MemoryAccesses for all incoming statements of a PHINode,
  /// represented by a ScopArrayInfo.
  ArrayRef<MemoryAccess *> getPHIIncomings(const ScopArrayInfo *SAI) const;
 
  /// Return whether @p Inst has a use outside of this SCoP.
  bool isEscaping(Instruction *Inst);
 
  struct ScopStatistics {
    int NumAffineLoops = 0;
    int NumBoxedLoops = 0;
 
    int NumValueWrites = 0;
    int NumValueWritesInLoops = 0;
    int NumPHIWrites = 0;
    int NumPHIWritesInLoops = 0;
    int NumSingletonWrites = 0;
    int NumSingletonWritesInLoops = 0;
  };
 
  /// Collect statistic about this SCoP.
  ///
  /// These are most commonly used for LLVM's static counters (Statistic.h) in
  /// various places. If statistics are disabled, only zeros are returned to
  /// avoid the overhead.
  ScopStatistics getStatistics() const;
 
  /// Is this Scop marked as not to be transformed by an optimization heuristic?
  /// In this case, only user-directed transformations are allowed.
  bool hasDisableHeuristicsHint() const { return HasDisableHeuristicsHint; }
 
  /// Mark this Scop to not apply an optimization heuristic.
  void markDisableHeuristics() { HasDisableHeuristicsHint = true; }
};
 
/// Print Scop scop to raw_ostream OS.
raw_ostream &operator<<(raw_ostream &OS, const Scop &scop);
 
class ScopInfo {
private:
  /// A map of Region to its Scop object containing
  ///        Polly IR of static control part.
  llvm::SmallDenseMap<const Region *, std::unique_ptr<Scop>> RegionToScopMap;
  const DataLayout &DL;
  ScopDetection &SD;
  ScalarEvolution &SE;
  LoopInfo &LI;
  AAResults &AA;
  DominatorTree &DT;
  AssumptionCache &AC;
  OptimizationRemarkEmitter &ORE;
 
public:
  ScopInfo(const DataLayout &DL, ScopDetection &SD, ScalarEvolution &SE,
           LoopInfo &LI, AAResults &AA, DominatorTree &DT, AssumptionCache &AC,
           OptimizationRemarkEmitter &ORE);
 
  /// Get the Scop object for the given Region.
  ///
  /// @return If the given region is the maximal region within a scop, return
  ///         the scop object. If the given region is a subregion, return a
  ///         nullptr. Top level region containing the entry block of a function
  ///         is not considered in the scop creation.
  Scop *getScop(const Region *R);
 
  /// Recompute the Scop-Information for a function.
  ///
  /// This invalidates any iterators.
  void invalidate();
};
} // end namespace polly
 
#endif // POLLY_SCOPINFO_H