TranslateToCpp.cpp

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//===- TranslateToCpp.cpp - Translating to C++ calls ----------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Dialect/ControlFlow/IR/ControlFlowOps.h"
#include "mlir/Dialect/EmitC/IR/EmitC.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/IR/BuiltinOps.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/Operation.h"
#include "mlir/IR/SymbolTable.h"
#include "mlir/Support/IndentedOstream.h"
#include "mlir/Support/LLVM.h"
#include "mlir/Target/Cpp/CppEmitter.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/ScopedHashTable.h"
#include "llvm/ADT/StringExtras.h"
#include "llvm/ADT/StringMap.h"
#include "llvm/ADT/TypeSwitch.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/FormatVariadic.h"
#include <stack>
#include <utility>
 
#define DEBUG_TYPE "translate-to-cpp"
 
using namespace mlir;
using namespace mlir::emitc;
using llvm::formatv;
 
/// Convenience functions to produce interleaved output with functions returning
/// a LogicalResult. This is different than those in STLExtras as functions used
/// on each element doesn't return a string.
template <typename ForwardIterator, typename UnaryFunctor,
          typename NullaryFunctor>
inline LogicalResult
interleaveWithError(ForwardIterator begin, ForwardIterator end,
                    UnaryFunctor eachFn, NullaryFunctor betweenFn) {
  if (begin == end)
    return success();
  if (failed(eachFn(*begin)))
    return failure();
  ++begin;
  for (; begin != end; ++begin) {
    betweenFn();
    if (failed(eachFn(*begin)))
      return failure();
  }
  return success();
}
 
template <typename Container, typename UnaryFunctor, typename NullaryFunctor>
inline LogicalResult interleaveWithError(const Container &c,
                                         UnaryFunctor eachFn,
                                         NullaryFunctor betweenFn) {
  return interleaveWithError(c.begin(), c.end(), eachFn, betweenFn);
}
 
template <typename Container, typename UnaryFunctor>
inline LogicalResult interleaveCommaWithError(const Container &c,
                                              raw_ostream &os,
                                              UnaryFunctor eachFn) {
  return interleaveWithError(c.begin(), c.end(), eachFn, [&]() { os << ", "; });
}
 
/// Return the precedence of a operator as an integer, higher values
/// imply higher precedence.
static FailureOr<int> getOperatorPrecedence(Operation *operation) {
  return llvm::TypeSwitch<Operation *, FailureOr<int>>(operation)
      .Case<emitc::AddOp>([&](auto op) { return 12; })
      .Case<emitc::ApplyOp>([&](auto op) { return 15; })
      .Case<emitc::BitwiseAndOp>([&](auto op) { return 7; })
      .Case<emitc::BitwiseLeftShiftOp>([&](auto op) { return 11; })
      .Case<emitc::BitwiseNotOp>([&](auto op) { return 15; })
      .Case<emitc::BitwiseOrOp>([&](auto op) { return 5; })
      .Case<emitc::BitwiseRightShiftOp>([&](auto op) { return 11; })
      .Case<emitc::BitwiseXorOp>([&](auto op) { return 6; })
      .Case<emitc::CallOp>([&](auto op) { return 16; })
      .Case<emitc::CallOpaqueOp>([&](auto op) { return 16; })
      .Case<emitc::CastOp>([&](auto op) { return 15; })
      .Case<emitc::CmpOp>([&](auto op) -> FailureOr<int> {
        switch (op.getPredicate()) {
        case emitc::CmpPredicate::eq:
        case emitc::CmpPredicate::ne:
          return 8;
        case emitc::CmpPredicate::lt:
        case emitc::CmpPredicate::le:
        case emitc::CmpPredicate::gt:
        case emitc::CmpPredicate::ge:
          return 9;
        case emitc::CmpPredicate::three_way:
          return 10;
        }
        return op->emitError("unsupported cmp predicate");
      })
      .Case<emitc::ConditionalOp>([&](auto op) { return 2; })
      .Case<emitc::DivOp>([&](auto op) { return 13; })
      .Case<emitc::LoadOp>([&](auto op) { return 16; })
      .Case<emitc::LogicalAndOp>([&](auto op) { return 4; })
      .Case<emitc::LogicalNotOp>([&](auto op) { return 15; })
      .Case<emitc::LogicalOrOp>([&](auto op) { return 3; })
      .Case<emitc::MulOp>([&](auto op) { return 13; })
      .Case<emitc::RemOp>([&](auto op) { return 13; })
      .Case<emitc::SubOp>([&](auto op) { return 12; })
      .Case<emitc::UnaryMinusOp>([&](auto op) { return 15; })
      .Case<emitc::UnaryPlusOp>([&](auto op) { return 15; })
      .Default([](auto op) { return op->emitError("unsupported operation"); });
}
 
namespace {
/// Emitter that uses dialect specific emitters to emit C++ code.
struct CppEmitter {
  explicit CppEmitter(raw_ostream &os, bool declareVariablesAtTop,
                      StringRef fileId);
 
  /// Emits attribute or returns failure.
  LogicalResult emitAttribute(Location loc, Attribute attr);
 
  /// Emits operation 'op' with/without training semicolon or returns failure.
  ///
  /// For operations that should never be followed by a semicolon, like ForOp,
  /// the `trailingSemicolon` argument is ignored and a semicolon is not
  /// emitted.
  LogicalResult emitOperation(Operation &op, bool trailingSemicolon);
 
  /// Emits type 'type' or returns failure.
  LogicalResult emitType(Location loc, Type type);
 
  /// Emits array of types as a std::tuple of the emitted types.
  /// - emits void for an empty array;
  /// - emits the type of the only element for arrays of size one;
  /// - emits a std::tuple otherwise;
  LogicalResult emitTypes(Location loc, ArrayRef<Type> types);
 
  /// Emits array of types as a std::tuple of the emitted types independently of
  /// the array size.
  LogicalResult emitTupleType(Location loc, ArrayRef<Type> types);
 
  /// Emits an assignment for a variable which has been declared previously.
  LogicalResult emitVariableAssignment(OpResult result);
 
  /// Emits a variable declaration for a result of an operation.
  LogicalResult emitVariableDeclaration(OpResult result,
                                        bool trailingSemicolon);
 
  /// Emits a declaration of a variable with the given type and name.
  LogicalResult emitVariableDeclaration(Location loc, Type type,
                                        StringRef name);
 
  /// Emits the variable declaration and assignment prefix for 'op'.
  /// - emits separate variable followed by std::tie for multi-valued operation;
  /// - emits single type followed by variable for single result;
  /// - emits nothing if no value produced by op;
  /// Emits final '=' operator where a type is produced. Returns failure if
  /// any result type could not be converted.
  LogicalResult emitAssignPrefix(Operation &op);
 
  /// Emits a global variable declaration or definition.
  LogicalResult emitGlobalVariable(GlobalOp op);
 
  /// Emits a label for the block.
  LogicalResult emitLabel(Block &block);
 
  /// Emits the operands and atttributes of the operation. All operands are
  /// emitted first and then all attributes in alphabetical order.
  LogicalResult emitOperandsAndAttributes(Operation &op,
                                          ArrayRef<StringRef> exclude = {});
 
  /// Emits the operands of the operation. All operands are emitted in order.
  LogicalResult emitOperands(Operation &op);
 
  /// Emits value as an operands of an operation
  LogicalResult emitOperand(Value value);
 
  /// Emit an expression as a C expression.
  LogicalResult emitExpression(ExpressionOp expressionOp);
 
  /// Insert the expression representing the operation into the value cache.
  void cacheDeferredOpResult(Value value, StringRef str);
 
  /// Return the existing or a new name for a Value.
  StringRef getOrCreateName(Value val);
 
  /// Return the existing or a new name for a loop induction variable of an
  /// emitc::ForOp.
  StringRef getOrCreateInductionVarName(Value val);
 
  // Returns the textual representation of a subscript operation.
  std::string getSubscriptName(emitc::SubscriptOp op);
 
  // Returns the textual representation of a member (of object) operation.
  std::string createMemberAccess(emitc::MemberOp op);
 
  // Returns the textual representation of a member of pointer operation.
  std::string createMemberAccess(emitc::MemberOfPtrOp op);
 
  /// Return the existing or a new label of a Block.
  StringRef getOrCreateName(Block &block);
 
  /// Whether to map an mlir integer to a unsigned integer in C++.
  bool shouldMapToUnsigned(IntegerType::SignednessSemantics val);
 
  /// Abstract RAII helper function to manage entering/exiting C++ scopes.
  struct Scope {
    ~Scope() { emitter.labelInScopeCount.pop(); }
 
  private:
    llvm::ScopedHashTableScope<Value, std::string> valueMapperScope;
    llvm::ScopedHashTableScope<Block *, std::string> blockMapperScope;
 
  protected:
    Scope(CppEmitter &emitter)
        : valueMapperScope(emitter.valueMapper),
          blockMapperScope(emitter.blockMapper), emitter(emitter) {
      emitter.labelInScopeCount.push(emitter.labelInScopeCount.top());
    }
    CppEmitter &emitter;
  };
 
  /// RAII helper function to manage entering/exiting functions, while re-using
  /// value names.
  struct FunctionScope : Scope {
    FunctionScope(CppEmitter &emitter) : Scope(emitter) {
      // Re-use value names.
      emitter.resetValueCounter();
    }
  };
 
  /// RAII helper function to manage entering/exiting emitc::forOp loops and
  /// handle induction variable naming.
  struct LoopScope : Scope {
    LoopScope(CppEmitter &emitter) : Scope(emitter) {
      emitter.increaseLoopNestingLevel();
    }
    ~LoopScope() { emitter.decreaseLoopNestingLevel(); }
  };
 
  /// Returns wether the Value is assigned to a C++ variable in the scope.
  bool hasValueInScope(Value val);
 
  // Returns whether a label is assigned to the block.
  bool hasBlockLabel(Block &block);
 
  /// Returns the output stream.
  raw_indented_ostream &ostream() { return os; };
 
  /// Returns if all variables for op results and basic block arguments need to
  /// be declared at the beginning of a function.
  bool shouldDeclareVariablesAtTop() { return declareVariablesAtTop; };
 
  /// Returns whether this file op should be emitted
  bool shouldEmitFile(FileOp file) {
    return !fileId.empty() && file.getId() == fileId;
  }
 
  /// Get expression currently being emitted.
  ExpressionOp getEmittedExpression() { return emittedExpression; }
 
  /// Determine whether given value is part of the expression potentially being
  /// emitted.
  bool isPartOfCurrentExpression(Value value) {
    if (!emittedExpression)
      return false;
    Operation *def = value.getDefiningOp();
    if (!def)
      return false;
    auto operandExpression = dyn_cast<ExpressionOp>(def->getParentOp());
    return operandExpression == emittedExpression;
  };
 
  // Resets the value counter to 0.
  void resetValueCounter();
 
  // Increases the loop nesting level by 1.
  void increaseLoopNestingLevel();
 
  // Decreases the loop nesting level by 1.
  void decreaseLoopNestingLevel();
 
private:
  using ValueMapper = llvm::ScopedHashTable<Value, std::string>;
  using BlockMapper = llvm::ScopedHashTable<Block *, std::string>;
 
  /// Output stream to emit to.
  raw_indented_ostream os;
 
  /// Boolean to enforce that all variables for op results and block
  /// arguments are declared at the beginning of the function. This also
  /// includes results from ops located in nested regions.
  bool declareVariablesAtTop;
 
  /// Only emit file ops whos id matches this value.
  std::string fileId;
 
  /// Map from value to name of C++ variable that contain the name.
  ValueMapper valueMapper;
 
  /// Map from block to name of C++ label.
  BlockMapper blockMapper;
 
  /// Default values representing outermost scope.
  llvm::ScopedHashTableScope<Value, std::string> defaultValueMapperScope;
  llvm::ScopedHashTableScope<Block *, std::string> defaultBlockMapperScope;
 
  std::stack<int64_t> labelInScopeCount;
 
  /// Keeps track of the amount of nested loops the emitter currently operates
  /// in.
  uint64_t loopNestingLevel{0};
 
  /// Emitter-level count of created values to enable unique identifiers.
  unsigned int valueCount{0};
 
  /// State of the current expression being emitted.
  ExpressionOp emittedExpression;
  SmallVector<int> emittedExpressionPrecedence;
 
  void pushExpressionPrecedence(int precedence) {
    emittedExpressionPrecedence.push_back(precedence);
  }
  void popExpressionPrecedence() { emittedExpressionPrecedence.pop_back(); }
  static int lowestPrecedence() { return 0; }
  int getExpressionPrecedence() {
    if (emittedExpressionPrecedence.empty())
      return lowestPrecedence();
    return emittedExpressionPrecedence.back();
  }
};
} // namespace
 
/// Determine whether expression \p op should be emitted in a deferred way.
static bool hasDeferredEmission(Operation *op) {
  return isa_and_nonnull<emitc::GetGlobalOp, emitc::LiteralOp, emitc::MemberOp,
                         emitc::MemberOfPtrOp, emitc::SubscriptOp>(op);
}
 
/// Determine whether expression \p expressionOp should be emitted inline, i.e.
/// as part of its user. This function recommends inlining of any expressions
/// that can be inlined unless it is used by another expression, under the
/// assumption that  any expression fusion/re-materialization was taken care of
/// by transformations run by the backend.
static bool shouldBeInlined(ExpressionOp expressionOp) {
  // Do not inline if expression is marked as such.
  if (expressionOp.getDoNotInline())
    return false;
 
  // Do not inline expressions with side effects to prevent side-effect
  // reordering.
  if (expressionOp.hasSideEffects())
    return false;
 
  // Do not inline expressions with multiple uses.
  Value result = expressionOp.getResult();
  if (!result.hasOneUse())
    return false;
 
  Operation *user = *result.getUsers().begin();
 
  // Do not inline expressions used by operations with deferred emission, since
  // their translation requires the materialization of variables.
  if (hasDeferredEmission(user))
    return false;
 
  // Do not inline expressions used by ops with the CExpressionInterface. If
  // this was intended, the user could have been merged into the expression op.
  return !isa<emitc::CExpressionInterface>(*user);
}
 
static LogicalResult printConstantOp(CppEmitter &emitter, Operation *operation,
                                     Attribute value) {
  OpResult result = operation->getResult(0);
 
  // Only emit an assignment as the variable was already declared when printing
  // the FuncOp.
  if (emitter.shouldDeclareVariablesAtTop()) {
    // Skip the assignment if the emitc.constant has no value.
    if (auto oAttr = dyn_cast<emitc::OpaqueAttr>(value)) {
      if (oAttr.getValue().empty())
        return success();
    }
 
    if (failed(emitter.emitVariableAssignment(result)))
      return failure();
    return emitter.emitAttribute(operation->getLoc(), value);
  }
 
  // Emit a variable declaration for an emitc.constant op without value.
  if (auto oAttr = dyn_cast<emitc::OpaqueAttr>(value)) {
    if (oAttr.getValue().empty())
      // The semicolon gets printed by the emitOperation function.
      return emitter.emitVariableDeclaration(result,
                                             /*trailingSemicolon=*/false);
  }
 
  // Emit a variable declaration.
  if (failed(emitter.emitAssignPrefix(*operation)))
    return failure();
  return emitter.emitAttribute(operation->getLoc(), value);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::ConstantOp constantOp) {
  Operation *operation = constantOp.getOperation();
  Attribute value = constantOp.getValue();
 
  return printConstantOp(emitter, operation, value);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::VariableOp variableOp) {
  Operation *operation = variableOp.getOperation();
  Attribute value = variableOp.getValue();
 
  return printConstantOp(emitter, operation, value);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::GlobalOp globalOp) {
 
  return emitter.emitGlobalVariable(globalOp);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::AssignOp assignOp) {
  OpResult result = assignOp.getVar().getDefiningOp()->getResult(0);
 
  if (failed(emitter.emitVariableAssignment(result)))
    return failure();
 
  return emitter.emitOperand(assignOp.getValue());
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::LoadOp loadOp) {
  if (failed(emitter.emitAssignPrefix(*loadOp)))
    return failure();
 
  return emitter.emitOperand(loadOp.getOperand());
}
 
static LogicalResult printBinaryOperation(CppEmitter &emitter,
                                          Operation *operation,
                                          StringRef binaryOperator) {
  raw_ostream &os = emitter.ostream();
 
  if (failed(emitter.emitAssignPrefix(*operation)))
    return failure();
 
  if (failed(emitter.emitOperand(operation->getOperand(0))))
    return failure();
 
  os << " " << binaryOperator << " ";
 
  if (failed(emitter.emitOperand(operation->getOperand(1))))
    return failure();
 
  return success();
}
 
static LogicalResult printUnaryOperation(CppEmitter &emitter,
                                         Operation *operation,
                                         StringRef unaryOperator) {
  raw_ostream &os = emitter.ostream();
 
  if (failed(emitter.emitAssignPrefix(*operation)))
    return failure();
 
  os << unaryOperator;
 
  if (failed(emitter.emitOperand(operation->getOperand(0))))
    return failure();
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::AddOp addOp) {
  Operation *operation = addOp.getOperation();
 
  return printBinaryOperation(emitter, operation, "+");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::DivOp divOp) {
  Operation *operation = divOp.getOperation();
 
  return printBinaryOperation(emitter, operation, "/");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::MulOp mulOp) {
  Operation *operation = mulOp.getOperation();
 
  return printBinaryOperation(emitter, operation, "*");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::RemOp remOp) {
  Operation *operation = remOp.getOperation();
 
  return printBinaryOperation(emitter, operation, "%");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::SubOp subOp) {
  Operation *operation = subOp.getOperation();
 
  return printBinaryOperation(emitter, operation, "-");
}
 
static LogicalResult emitSwitchCase(CppEmitter &emitter,
                                    raw_indented_ostream &os, Region &region) {
  for (Region::OpIterator iteratorOp = region.op_begin(), end = region.op_end();
       std::next(iteratorOp) != end; ++iteratorOp) {
    if (failed(emitter.emitOperation(*iteratorOp, /*trailingSemicolon=*/true)))
      return failure();
  }
  os << "break;\n";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::SwitchOp switchOp) {
  raw_indented_ostream &os = emitter.ostream();
 
  os << "switch (";
  if (failed(emitter.emitOperand(switchOp.getArg())))
    return failure();
  os << ") {";
 
  for (auto pair : llvm::zip(switchOp.getCases(), switchOp.getCaseRegions())) {
    os << "\ncase " << std::get<0>(pair) << ": {\n";
    os.indent();
 
    if (failed(emitSwitchCase(emitter, os, std::get<1>(pair))))
      return failure();
 
    os.unindent() << "}";
  }
 
  os << "\ndefault: {\n";
  os.indent();
 
  if (failed(emitSwitchCase(emitter, os, switchOp.getDefaultRegion())))
    return failure();
 
  os.unindent() << "}\n}";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::CmpOp cmpOp) {
  Operation *operation = cmpOp.getOperation();
 
  StringRef binaryOperator;
 
  switch (cmpOp.getPredicate()) {
  case emitc::CmpPredicate::eq:
    binaryOperator = "==";
    break;
  case emitc::CmpPredicate::ne:
    binaryOperator = "!=";
    break;
  case emitc::CmpPredicate::lt:
    binaryOperator = "<";
    break;
  case emitc::CmpPredicate::le:
    binaryOperator = "<=";
    break;
  case emitc::CmpPredicate::gt:
    binaryOperator = ">";
    break;
  case emitc::CmpPredicate::ge:
    binaryOperator = ">=";
    break;
  case emitc::CmpPredicate::three_way:
    binaryOperator = "<=>";
    break;
  }
 
  return printBinaryOperation(emitter, operation, binaryOperator);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::ConditionalOp conditionalOp) {
  raw_ostream &os = emitter.ostream();
 
  if (failed(emitter.emitAssignPrefix(*conditionalOp)))
    return failure();
 
  if (failed(emitter.emitOperand(conditionalOp.getCondition())))
    return failure();
 
  os << " ? ";
 
  if (failed(emitter.emitOperand(conditionalOp.getTrueValue())))
    return failure();
 
  os << " : ";
 
  if (failed(emitter.emitOperand(conditionalOp.getFalseValue())))
    return failure();
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::VerbatimOp verbatimOp) {
  raw_ostream &os = emitter.ostream();
 
  FailureOr<SmallVector<ReplacementItem>> items =
      verbatimOp.parseFormatString();
  if (failed(items))
    return failure();
 
  auto fmtArg = verbatimOp.getFmtArgs().begin();
 
  for (ReplacementItem &item : *items) {
    if (auto *str = std::get_if<StringRef>(&item)) {
      os << *str;
    } else {
      if (failed(emitter.emitOperand(*fmtArg++)))
        return failure();
    }
  }
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    cf::BranchOp branchOp) {
  raw_ostream &os = emitter.ostream();
  Block &successor = *branchOp.getSuccessor();
 
  for (auto pair :
       llvm::zip(branchOp.getOperands(), successor.getArguments())) {
    Value &operand = std::get<0>(pair);
    BlockArgument &argument = std::get<1>(pair);
    os << emitter.getOrCreateName(argument) << " = "
       << emitter.getOrCreateName(operand) << ";\n";
  }
 
  os << "goto ";
  if (!(emitter.hasBlockLabel(successor)))
    return branchOp.emitOpError("unable to find label for successor block");
  os << emitter.getOrCreateName(successor);
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    cf::CondBranchOp condBranchOp) {
  raw_indented_ostream &os = emitter.ostream();
  Block &trueSuccessor = *condBranchOp.getTrueDest();
  Block &falseSuccessor = *condBranchOp.getFalseDest();
 
  os << "if (";
  if (failed(emitter.emitOperand(condBranchOp.getCondition())))
    return failure();
  os << ") {\n";
 
  os.indent();
 
  // If condition is true.
  for (auto pair : llvm::zip(condBranchOp.getTrueOperands(),
                             trueSuccessor.getArguments())) {
    Value &operand = std::get<0>(pair);
    BlockArgument &argument = std::get<1>(pair);
    os << emitter.getOrCreateName(argument) << " = "
       << emitter.getOrCreateName(operand) << ";\n";
  }
 
  os << "goto ";
  if (!(emitter.hasBlockLabel(trueSuccessor))) {
    return condBranchOp.emitOpError("unable to find label for successor block");
  }
  os << emitter.getOrCreateName(trueSuccessor) << ";\n";
  os.unindent() << "} else {\n";
  os.indent();
  // If condition is false.
  for (auto pair : llvm::zip(condBranchOp.getFalseOperands(),
                             falseSuccessor.getArguments())) {
    Value &operand = std::get<0>(pair);
    BlockArgument &argument = std::get<1>(pair);
    os << emitter.getOrCreateName(argument) << " = "
       << emitter.getOrCreateName(operand) << ";\n";
  }
 
  os << "goto ";
  if (!(emitter.hasBlockLabel(falseSuccessor))) {
    return condBranchOp.emitOpError()
           << "unable to find label for successor block";
  }
  os << emitter.getOrCreateName(falseSuccessor) << ";\n";
  os.unindent() << "}";
  return success();
}
 
static LogicalResult printCallOperation(CppEmitter &emitter, Operation *callOp,
                                        StringRef callee) {
  if (failed(emitter.emitAssignPrefix(*callOp)))
    return failure();
 
  raw_ostream &os = emitter.ostream();
  os << callee << "(";
  if (failed(emitter.emitOperands(*callOp)))
    return failure();
  os << ")";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, func::CallOp callOp) {
  Operation *operation = callOp.getOperation();
  StringRef callee = callOp.getCallee();
 
  return printCallOperation(emitter, operation, callee);
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::CallOp callOp) {
  Operation *operation = callOp.getOperation();
  StringRef callee = callOp.getCallee();
 
  return printCallOperation(emitter, operation, callee);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::CallOpaqueOp callOpaqueOp) {
  raw_ostream &os = emitter.ostream();
  Operation &op = *callOpaqueOp.getOperation();
 
  if (failed(emitter.emitAssignPrefix(op)))
    return failure();
  os << callOpaqueOp.getCallee();
 
  // Template arguments can't refer to SSA values and as such the template
  // arguments which are supplied in form of attributes can be emitted as is. We
  // don't need to handle integer attributes specially like we do for arguments
  // - see below.
  auto emitTemplateArgs = [&](Attribute attr) -> LogicalResult {
    return emitter.emitAttribute(op.getLoc(), attr);
  };
 
  if (callOpaqueOp.getTemplateArgs()) {
    os << "<";
    if (failed(interleaveCommaWithError(*callOpaqueOp.getTemplateArgs(), os,
                                        emitTemplateArgs)))
      return failure();
    os << ">";
  }
 
  auto emitArgs = [&](Attribute attr) -> LogicalResult {
    if (auto t = dyn_cast<IntegerAttr>(attr)) {
      // Index attributes are treated specially as operand index.
      if (t.getType().isIndex()) {
        int64_t idx = t.getInt();
        Value operand = op.getOperand(idx);
        if (!emitter.hasValueInScope(operand))
          return op.emitOpError("operand ")
                 << idx << "'s value not defined in scope";
        os << emitter.getOrCreateName(operand);
        return success();
      }
    }
    if (failed(emitter.emitAttribute(op.getLoc(), attr)))
      return failure();
 
    return success();
  };
 
  os << "(";
 
  LogicalResult emittedArgs =
      callOpaqueOp.getArgs()
          ? interleaveCommaWithError(*callOpaqueOp.getArgs(), os, emitArgs)
          : emitter.emitOperands(op);
  if (failed(emittedArgs))
    return failure();
  os << ")";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::ApplyOp applyOp) {
  raw_ostream &os = emitter.ostream();
  Operation &op = *applyOp.getOperation();
 
  if (failed(emitter.emitAssignPrefix(op)))
    return failure();
  os << applyOp.getApplicableOperator();
  os << emitter.getOrCreateName(applyOp.getOperand());
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::BitwiseAndOp bitwiseAndOp) {
  Operation *operation = bitwiseAndOp.getOperation();
  return printBinaryOperation(emitter, operation, "&");
}
 
static LogicalResult
printOperation(CppEmitter &emitter,
               emitc::BitwiseLeftShiftOp bitwiseLeftShiftOp) {
  Operation *operation = bitwiseLeftShiftOp.getOperation();
  return printBinaryOperation(emitter, operation, "<<");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::BitwiseNotOp bitwiseNotOp) {
  Operation *operation = bitwiseNotOp.getOperation();
  return printUnaryOperation(emitter, operation, "~");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::BitwiseOrOp bitwiseOrOp) {
  Operation *operation = bitwiseOrOp.getOperation();
  return printBinaryOperation(emitter, operation, "|");
}
 
static LogicalResult
printOperation(CppEmitter &emitter,
               emitc::BitwiseRightShiftOp bitwiseRightShiftOp) {
  Operation *operation = bitwiseRightShiftOp.getOperation();
  return printBinaryOperation(emitter, operation, ">>");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::BitwiseXorOp bitwiseXorOp) {
  Operation *operation = bitwiseXorOp.getOperation();
  return printBinaryOperation(emitter, operation, "^");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::UnaryPlusOp unaryPlusOp) {
  Operation *operation = unaryPlusOp.getOperation();
  return printUnaryOperation(emitter, operation, "+");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::UnaryMinusOp unaryMinusOp) {
  Operation *operation = unaryMinusOp.getOperation();
  return printUnaryOperation(emitter, operation, "-");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::CastOp castOp) {
  raw_ostream &os = emitter.ostream();
  Operation &op = *castOp.getOperation();
 
  if (failed(emitter.emitAssignPrefix(op)))
    return failure();
  os << "(";
  if (failed(emitter.emitType(op.getLoc(), op.getResult(0).getType())))
    return failure();
  os << ") ";
  return emitter.emitOperand(castOp.getOperand());
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::ExpressionOp expressionOp) {
  if (shouldBeInlined(expressionOp))
    return success();
 
  Operation &op = *expressionOp.getOperation();
 
  if (failed(emitter.emitAssignPrefix(op)))
    return failure();
 
  return emitter.emitExpression(expressionOp);
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::IncludeOp includeOp) {
  raw_ostream &os = emitter.ostream();
 
  os << "#include ";
  if (includeOp.getIsStandardInclude())
    os << "<" << includeOp.getInclude() << ">";
  else
    os << "\"" << includeOp.getInclude() << "\"";
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::LogicalAndOp logicalAndOp) {
  Operation *operation = logicalAndOp.getOperation();
  return printBinaryOperation(emitter, operation, "&&");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::LogicalNotOp logicalNotOp) {
  Operation *operation = logicalNotOp.getOperation();
  return printUnaryOperation(emitter, operation, "!");
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::LogicalOrOp logicalOrOp) {
  Operation *operation = logicalOrOp.getOperation();
  return printBinaryOperation(emitter, operation, "||");
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::ForOp forOp) {
  raw_indented_ostream &os = emitter.ostream();
 
  // Utility function to determine whether a value is an expression that will be
  // inlined, and as such should be wrapped in parentheses in order to guarantee
  // its precedence and associativity.
  auto requiresParentheses = [&](Value value) {
    auto expressionOp =
        dyn_cast_if_present<ExpressionOp>(value.getDefiningOp());
    if (!expressionOp)
      return false;
    return shouldBeInlined(expressionOp);
  };
 
  os << "for (";
  if (failed(
          emitter.emitType(forOp.getLoc(), forOp.getInductionVar().getType())))
    return failure();
  os << " ";
  os << emitter.getOrCreateInductionVarName(forOp.getInductionVar());
  os << " = ";
  if (failed(emitter.emitOperand(forOp.getLowerBound())))
    return failure();
  os << "; ";
  os << emitter.getOrCreateInductionVarName(forOp.getInductionVar());
  os << " < ";
  Value upperBound = forOp.getUpperBound();
  bool upperBoundRequiresParentheses = requiresParentheses(upperBound);
  if (upperBoundRequiresParentheses)
    os << "(";
  if (failed(emitter.emitOperand(upperBound)))
    return failure();
  if (upperBoundRequiresParentheses)
    os << ")";
  os << "; ";
  os << emitter.getOrCreateInductionVarName(forOp.getInductionVar());
  os << " += ";
  if (failed(emitter.emitOperand(forOp.getStep())))
    return failure();
  os << ") {\n";
  os.indent();
 
  CppEmitter::LoopScope lScope(emitter);
 
  Region &forRegion = forOp.getRegion();
  auto regionOps = forRegion.getOps();
 
  // We skip the trailing yield op.
  for (auto it = regionOps.begin(); std::next(it) != regionOps.end(); ++it) {
    if (failed(emitter.emitOperation(*it, /*trailingSemicolon=*/true)))
      return failure();
  }
 
  os.unindent() << "}";
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, emitc::IfOp ifOp) {
  raw_indented_ostream &os = emitter.ostream();
 
  // Helper function to emit all ops except the last one, expected to be
  // emitc::yield.
  auto emitAllExceptLast = [&emitter](Region &region) {
    Region::OpIterator it = region.op_begin(), end = region.op_end();
    for (; std::next(it) != end; ++it) {
      if (failed(emitter.emitOperation(*it, /*trailingSemicolon=*/true)))
        return failure();
    }
    assert(isa<emitc::YieldOp>(*it) &&
           "Expected last operation in the region to be emitc::yield");
    return success();
  };
 
  os << "if (";
  if (failed(emitter.emitOperand(ifOp.getCondition())))
    return failure();
  os << ") {\n";
  os.indent();
  if (failed(emitAllExceptLast(ifOp.getThenRegion())))
    return failure();
  os.unindent() << "}";
 
  Region &elseRegion = ifOp.getElseRegion();
  if (!elseRegion.empty()) {
    os << " else {\n";
    os.indent();
    if (failed(emitAllExceptLast(elseRegion)))
      return failure();
    os.unindent() << "}";
  }
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    func::ReturnOp returnOp) {
  raw_ostream &os = emitter.ostream();
  os << "return";
  switch (returnOp.getNumOperands()) {
  case 0:
    return success();
  case 1:
    os << " ";
    if (failed(emitter.emitOperand(returnOp.getOperand(0))))
      return failure();
    return success();
  default:
    os << " std::make_tuple(";
    if (failed(emitter.emitOperandsAndAttributes(*returnOp.getOperation())))
      return failure();
    os << ")";
    return success();
  }
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::ReturnOp returnOp) {
  raw_ostream &os = emitter.ostream();
  os << "return";
  if (returnOp.getNumOperands() == 0)
    return success();
 
  os << " ";
  if (failed(emitter.emitOperand(returnOp.getOperand())))
    return failure();
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, ModuleOp moduleOp) {
  for (Operation &op : moduleOp) {
    if (failed(emitter.emitOperation(op, /*trailingSemicolon=*/false)))
      return failure();
  }
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, ClassOp classOp) {
  raw_indented_ostream &os = emitter.ostream();
  os << "class " << classOp.getSymName();
  if (classOp.getFinalSpecifier())
    os << " final";
  os << " {\n public:\n";
  os.indent();
 
  for (Operation &op : classOp) {
    if (failed(emitter.emitOperation(op, /*trailingSemicolon=*/false)))
      return failure();
  }
 
  os.unindent();
  os << "};";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, FieldOp fieldOp) {
  raw_ostream &os = emitter.ostream();
  if (failed(emitter.emitType(fieldOp->getLoc(), fieldOp.getType())))
    return failure();
  os << " " << fieldOp.getSymName() << ";";
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    GetFieldOp getFieldOp) {
  raw_indented_ostream &os = emitter.ostream();
 
  Value result = getFieldOp.getResult();
  if (failed(emitter.emitType(getFieldOp->getLoc(), result.getType())))
    return failure();
  os << " ";
  if (failed(emitter.emitOperand(result)))
    return failure();
  os << " = ";
 
  os << getFieldOp.getFieldName().str();
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter, FileOp file) {
  if (!emitter.shouldEmitFile(file))
    return success();
 
  for (Operation &op : file) {
    if (failed(emitter.emitOperation(op, /*trailingSemicolon=*/false)))
      return failure();
  }
  return success();
}
 
static LogicalResult printFunctionArgs(CppEmitter &emitter,
                                       Operation *functionOp,
                                       ArrayRef<Type> arguments) {
  raw_indented_ostream &os = emitter.ostream();
 
  return (
      interleaveCommaWithError(arguments, os, [&](Type arg) -> LogicalResult {
        return emitter.emitType(functionOp->getLoc(), arg);
      }));
}
 
static LogicalResult printFunctionArgs(CppEmitter &emitter,
                                       Operation *functionOp,
                                       Region::BlockArgListType arguments) {
  raw_indented_ostream &os = emitter.ostream();
 
  return (interleaveCommaWithError(
      arguments, os, [&](BlockArgument arg) -> LogicalResult {
        return emitter.emitVariableDeclaration(
            functionOp->getLoc(), arg.getType(), emitter.getOrCreateName(arg));
      }));
}
 
static LogicalResult printFunctionBody(CppEmitter &emitter,
                                       Operation *functionOp,
                                       Region::BlockListType &blocks) {
  raw_indented_ostream &os = emitter.ostream();
  os.indent();
 
  if (emitter.shouldDeclareVariablesAtTop()) {
    // Declare all variables that hold op results including those from nested
    // regions.
    WalkResult result =
        functionOp->walk<WalkOrder::PreOrder>([&](Operation *op) -> WalkResult {
          if (isa<emitc::ExpressionOp>(op->getParentOp()) ||
              (isa<emitc::ExpressionOp>(op) &&
               shouldBeInlined(cast<emitc::ExpressionOp>(op))))
            return WalkResult::skip();
          for (OpResult result : op->getResults()) {
            if (failed(emitter.emitVariableDeclaration(
                    result, /*trailingSemicolon=*/true))) {
              return WalkResult(
                  op->emitError("unable to declare result variable for op"));
            }
          }
          return WalkResult::advance();
        });
    if (result.wasInterrupted())
      return failure();
  }
 
  // Create label names for basic blocks.
  for (Block &block : blocks) {
    emitter.getOrCreateName(block);
  }
 
  // Declare variables for basic block arguments.
  for (Block &block : llvm::drop_begin(blocks)) {
    for (BlockArgument &arg : block.getArguments()) {
      if (emitter.hasValueInScope(arg))
        return functionOp->emitOpError(" block argument #")
               << arg.getArgNumber() << " is out of scope";
      if (isa<ArrayType, LValueType>(arg.getType()))
        return functionOp->emitOpError("cannot emit block argument #")
               << arg.getArgNumber() << " with type " << arg.getType();
      if (failed(
              emitter.emitType(block.getParentOp()->getLoc(), arg.getType()))) {
        return failure();
      }
      os << " " << emitter.getOrCreateName(arg) << ";\n";
    }
  }
 
  for (Block &block : blocks) {
    // Only print a label if the block has predecessors.
    if (!block.hasNoPredecessors()) {
      if (failed(emitter.emitLabel(block)))
        return failure();
    }
    for (Operation &op : block.getOperations()) {
      if (failed(emitter.emitOperation(op, /*trailingSemicolon=*/true)))
        return failure();
    }
  }
 
  os.unindent();
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    func::FuncOp functionOp) {
  // We need to declare variables at top if the function has multiple blocks.
  if (!emitter.shouldDeclareVariablesAtTop() &&
      functionOp.getBlocks().size() > 1) {
    return functionOp.emitOpError(
        "with multiple blocks needs variables declared at top");
  }
 
  if (llvm::any_of(functionOp.getArgumentTypes(), llvm::IsaPred<LValueType>)) {
    return functionOp.emitOpError()
           << "cannot emit lvalue type as argument type";
  }
 
  if (llvm::any_of(functionOp.getResultTypes(), llvm::IsaPred<ArrayType>)) {
    return functionOp.emitOpError() << "cannot emit array type as result type";
  }
 
  CppEmitter::FunctionScope scope(emitter);
  raw_indented_ostream &os = emitter.ostream();
  if (failed(emitter.emitTypes(functionOp.getLoc(),
                               functionOp.getFunctionType().getResults())))
    return failure();
  os << " " << functionOp.getName();
 
  os << "(";
  Operation *operation = functionOp.getOperation();
  if (failed(printFunctionArgs(emitter, operation, functionOp.getArguments())))
    return failure();
  os << ") {\n";
  if (failed(printFunctionBody(emitter, operation, functionOp.getBlocks())))
    return failure();
  os << "}\n";
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    emitc::FuncOp functionOp) {
  // We need to declare variables at top if the function has multiple blocks.
  if (!emitter.shouldDeclareVariablesAtTop() &&
      functionOp.getBlocks().size() > 1) {
    return functionOp.emitOpError(
        "with multiple blocks needs variables declared at top");
  }
 
  CppEmitter::FunctionScope scope(emitter);
  raw_indented_ostream &os = emitter.ostream();
  if (functionOp.getSpecifiers()) {
    for (Attribute specifier : functionOp.getSpecifiersAttr()) {
      os << cast<StringAttr>(specifier).str() << " ";
    }
  }
 
  if (failed(emitter.emitTypes(functionOp.getLoc(),
                               functionOp.getFunctionType().getResults())))
    return failure();
  os << " " << functionOp.getName();
 
  os << "(";
  Operation *operation = functionOp.getOperation();
  if (functionOp.isExternal()) {
    if (failed(printFunctionArgs(emitter, operation,
                                 functionOp.getArgumentTypes())))
      return failure();
    os << ");";
    return success();
  }
  if (failed(printFunctionArgs(emitter, operation, functionOp.getArguments())))
    return failure();
  os << ") {\n";
  if (failed(printFunctionBody(emitter, operation, functionOp.getBlocks())))
    return failure();
  os << "}\n";
 
  return success();
}
 
static LogicalResult printOperation(CppEmitter &emitter,
                                    DeclareFuncOp declareFuncOp) {
  raw_indented_ostream &os = emitter.ostream();
 
  CppEmitter::FunctionScope scope(emitter);
  auto functionOp = SymbolTable::lookupNearestSymbolFrom<emitc::FuncOp>(
      declareFuncOp, declareFuncOp.getSymNameAttr());
 
  if (!functionOp)
    return failure();
 
  if (functionOp.getSpecifiers()) {
    for (Attribute specifier : functionOp.getSpecifiersAttr()) {
      os << cast<StringAttr>(specifier).str() << " ";
    }
  }
 
  if (failed(emitter.emitTypes(functionOp.getLoc(),
                               functionOp.getFunctionType().getResults())))
    return failure();
  os << " " << functionOp.getName();
 
  os << "(";
  Operation *operation = functionOp.getOperation();
  if (failed(printFunctionArgs(emitter, operation, functionOp.getArguments())))
    return failure();
  os << ");";
 
  return success();
}
 
CppEmitter::CppEmitter(raw_ostream &os, bool declareVariablesAtTop,
                       StringRef fileId)
    : os(os), declareVariablesAtTop(declareVariablesAtTop),
      fileId(fileId.str()), defaultValueMapperScope(valueMapper),
      defaultBlockMapperScope(blockMapper) {
  labelInScopeCount.push(0);
}
 
std::string CppEmitter::getSubscriptName(emitc::SubscriptOp op) {
  std::string out;
  llvm::raw_string_ostream ss(out);
  ss << getOrCreateName(op.getValue());
  for (auto index : op.getIndices()) {
    ss << "[" << getOrCreateName(index) << "]";
  }
  return out;
}
 
std::string CppEmitter::createMemberAccess(emitc::MemberOp op) {
  std::string out;
  llvm::raw_string_ostream ss(out);
  ss << getOrCreateName(op.getOperand());
  ss << "." << op.getMember();
  return out;
}
 
std::string CppEmitter::createMemberAccess(emitc::MemberOfPtrOp op) {
  std::string out;
  llvm::raw_string_ostream ss(out);
  ss << getOrCreateName(op.getOperand());
  ss << "->" << op.getMember();
  return out;
}
 
void CppEmitter::cacheDeferredOpResult(Value value, StringRef str) {
  if (!valueMapper.count(value))
    valueMapper.insert(value, str.str());
}
 
/// Return the existing or a new name for a Value.
StringRef CppEmitter::getOrCreateName(Value val) {
  if (!valueMapper.count(val)) {
    assert(!hasDeferredEmission(val.getDefiningOp()) &&
           "cacheDeferredOpResult should have been called on this value, "
           "update the emitOperation function.");
 
    valueMapper.insert(val, formatv("v{0}", ++valueCount));
  }
  return *valueMapper.begin(val);
}
 
/// Return the existing or a new name for a loop induction variable Value.
/// Loop induction variables follow natural naming: i, j, k, ..., t, uX.
StringRef CppEmitter::getOrCreateInductionVarName(Value val) {
  if (!valueMapper.count(val)) {
 
    int64_t identifier = 'i' + loopNestingLevel;
 
    if (identifier >= 'i' && identifier <= 't') {
      valueMapper.insert(val,
                         formatv("{0}{1}", (char)identifier, ++valueCount));
    } else {
      // If running out of letters, continue with uX.
      valueMapper.insert(val, formatv("u{0}", ++valueCount));
    }
  }
  return *valueMapper.begin(val);
}
 
/// Return the existing or a new label for a Block.
StringRef CppEmitter::getOrCreateName(Block &block) {
  if (!blockMapper.count(&block))
    blockMapper.insert(&block, formatv("label{0}", ++labelInScopeCount.top()));
  return *blockMapper.begin(&block);
}
 
bool CppEmitter::shouldMapToUnsigned(IntegerType::SignednessSemantics val) {
  switch (val) {
  case IntegerType::Signless:
    return false;
  case IntegerType::Signed:
    return false;
  case IntegerType::Unsigned:
    return true;
  }
  llvm_unreachable("Unexpected IntegerType::SignednessSemantics");
}
 
bool CppEmitter::hasValueInScope(Value val) { return valueMapper.count(val); }
 
bool CppEmitter::hasBlockLabel(Block &block) {
  return blockMapper.count(&block);
}
 
LogicalResult CppEmitter::emitAttribute(Location loc, Attribute attr) {
  auto printInt = [&](const APInt &val, bool isUnsigned) {
    if (val.getBitWidth() == 1) {
      if (val.getBoolValue())
        os << "true";
      else
        os << "false";
    } else {
      SmallString<128> strValue;
      val.toString(strValue, 10, !isUnsigned, false);
      os << strValue;
    }
  };
 
  auto printFloat = [&](const APFloat &val) {
    if (val.isFinite()) {
      SmallString<128> strValue;
      // Use default values of toString except don't truncate zeros.
      val.toString(strValue, 0, 0, false);
      os << strValue;
      switch (llvm::APFloatBase::SemanticsToEnum(val.getSemantics())) {
      case llvm::APFloatBase::S_IEEEhalf:
        os << "f16";
        break;
      case llvm::APFloatBase::S_BFloat:
        os << "bf16";
        break;
      case llvm::APFloatBase::S_IEEEsingle:
        os << "f";
        break;
      case llvm::APFloatBase::S_IEEEdouble:
        break;
      default:
        llvm_unreachable("unsupported floating point type");
      };
    } else if (val.isNaN()) {
      os << "NAN";
    } else if (val.isInfinity()) {
      if (val.isNegative())
        os << "-";
      os << "INFINITY";
    }
  };
 
  // Print floating point attributes.
  if (auto fAttr = dyn_cast<FloatAttr>(attr)) {
    if (!isa<Float16Type, BFloat16Type, Float32Type, Float64Type>(
            fAttr.getType())) {
      return emitError(
          loc, "expected floating point attribute to be f16, bf16, f32 or f64");
    }
    printFloat(fAttr.getValue());
    return success();
  }
  if (auto dense = dyn_cast<DenseFPElementsAttr>(attr)) {
    if (!isa<Float16Type, BFloat16Type, Float32Type, Float64Type>(
            dense.getElementType())) {
      return emitError(
          loc, "expected floating point attribute to be f16, bf16, f32 or f64");
    }
    os << '{';
    interleaveComma(dense, os, [&](const APFloat &val) { printFloat(val); });
    os << '}';
    return success();
  }
 
  // Print integer attributes.
  if (auto iAttr = dyn_cast<IntegerAttr>(attr)) {
    if (auto iType = dyn_cast<IntegerType>(iAttr.getType())) {
      printInt(iAttr.getValue(), shouldMapToUnsigned(iType.getSignedness()));
      return success();
    }
    if (auto iType = dyn_cast<IndexType>(iAttr.getType())) {
      printInt(iAttr.getValue(), false);
      return success();
    }
  }
  if (auto dense = dyn_cast<DenseIntElementsAttr>(attr)) {
    if (auto iType = dyn_cast<IntegerType>(
            cast<TensorType>(dense.getType()).getElementType())) {
      os << '{';
      interleaveComma(dense, os, [&](const APInt &val) {
        printInt(val, shouldMapToUnsigned(iType.getSignedness()));
      });
      os << '}';
      return success();
    }
    if (auto iType = dyn_cast<IndexType>(
            cast<TensorType>(dense.getType()).getElementType())) {
      os << '{';
      interleaveComma(dense, os,
                      [&](const APInt &val) { printInt(val, false); });
      os << '}';
      return success();
    }
  }
 
  // Print opaque attributes.
  if (auto oAttr = dyn_cast<emitc::OpaqueAttr>(attr)) {
    os << oAttr.getValue();
    return success();
  }
 
  // Print symbolic reference attributes.
  if (auto sAttr = dyn_cast<SymbolRefAttr>(attr)) {
    if (sAttr.getNestedReferences().size() > 1)
      return emitError(loc, "attribute has more than 1 nested reference");
    os << sAttr.getRootReference().getValue();
    return success();
  }
 
  // Print type attributes.
  if (auto type = dyn_cast<TypeAttr>(attr))
    return emitType(loc, type.getValue());
 
  return emitError(loc, "cannot emit attribute: ") << attr;
}
 
LogicalResult CppEmitter::emitExpression(ExpressionOp expressionOp) {
  assert(emittedExpressionPrecedence.empty() &&
         "Expected precedence stack to be empty");
  Operation *rootOp = expressionOp.getRootOp();
 
  emittedExpression = expressionOp;
  FailureOr<int> precedence = getOperatorPrecedence(rootOp);
  if (failed(precedence))
    return failure();
  pushExpressionPrecedence(precedence.value());
 
  if (failed(emitOperation(*rootOp, /*trailingSemicolon=*/false)))
    return failure();
 
  popExpressionPrecedence();
  assert(emittedExpressionPrecedence.empty() &&
         "Expected precedence stack to be empty");
  emittedExpression = nullptr;
 
  return success();
}
 
LogicalResult CppEmitter::emitOperand(Value value) {
  if (isPartOfCurrentExpression(value)) {
    Operation *def = value.getDefiningOp();
    assert(def && "Expected operand to be defined by an operation");
    FailureOr<int> precedence = getOperatorPrecedence(def);
    if (failed(precedence))
      return failure();
 
    // Sub-expressions with equal or lower precedence need to be parenthesized,
    // as they might be evaluated in the wrong order depending on the shape of
    // the expression tree.
    bool encloseInParenthesis = precedence.value() <= getExpressionPrecedence();
    if (encloseInParenthesis)
      os << "(";
    pushExpressionPrecedence(precedence.value());
 
    if (failed(emitOperation(*def, /*trailingSemicolon=*/false)))
      return failure();
 
    if (encloseInParenthesis)
      os << ")";
 
    popExpressionPrecedence();
    return success();
  }
 
  auto expressionOp = dyn_cast_if_present<ExpressionOp>(value.getDefiningOp());
  if (expressionOp && shouldBeInlined(expressionOp))
    return emitExpression(expressionOp);
 
  os << getOrCreateName(value);
  return success();
}
 
LogicalResult CppEmitter::emitOperands(Operation &op) {
  return interleaveCommaWithError(op.getOperands(), os, [&](Value operand) {
    // If an expression is being emitted, push lowest precedence as these
    // operands are either wrapped by parenthesis.
    if (getEmittedExpression())
      pushExpressionPrecedence(lowestPrecedence());
    if (failed(emitOperand(operand)))
      return failure();
    if (getEmittedExpression())
      popExpressionPrecedence();
    return success();
  });
}
 
LogicalResult
CppEmitter::emitOperandsAndAttributes(Operation &op,
                                      ArrayRef<StringRef> exclude) {
  if (failed(emitOperands(op)))
    return failure();
  // Insert comma in between operands and non-filtered attributes if needed.
  if (op.getNumOperands() > 0) {
    for (NamedAttribute attr : op.getAttrs()) {
      if (!llvm::is_contained(exclude, attr.getName().strref())) {
        os << ", ";
        break;
      }
    }
  }
  // Emit attributes.
  auto emitNamedAttribute = [&](NamedAttribute attr) -> LogicalResult {
    if (llvm::is_contained(exclude, attr.getName().strref()))
      return success();
    os << "/* " << attr.getName().getValue() << " */";
    if (failed(emitAttribute(op.getLoc(), attr.getValue())))
      return failure();
    return success();
  };
  return interleaveCommaWithError(op.getAttrs(), os, emitNamedAttribute);
}
 
LogicalResult CppEmitter::emitVariableAssignment(OpResult result) {
  if (!hasValueInScope(result)) {
    return result.getDefiningOp()->emitOpError(
        "result variable for the operation has not been declared");
  }
  os << getOrCreateName(result) << " = ";
  return success();
}
 
LogicalResult CppEmitter::emitVariableDeclaration(OpResult result,
                                                  bool trailingSemicolon) {
  if (hasDeferredEmission(result.getDefiningOp()))
    return success();
  if (hasValueInScope(result)) {
    return result.getDefiningOp()->emitError(
        "result variable for the operation already declared");
  }
  if (failed(emitVariableDeclaration(result.getOwner()->getLoc(),
                                     result.getType(),
                                     getOrCreateName(result))))
    return failure();
  if (trailingSemicolon)
    os << ";\n";
  return success();
}
 
LogicalResult CppEmitter::emitGlobalVariable(GlobalOp op) {
  if (op.getExternSpecifier())
    os << "extern ";
  else if (op.getStaticSpecifier())
    os << "static ";
  if (op.getConstSpecifier())
    os << "const ";
 
  if (failed(emitVariableDeclaration(op->getLoc(), op.getType(),
                                     op.getSymName()))) {
    return failure();
  }
 
  std::optional<Attribute> initialValue = op.getInitialValue();
  if (initialValue) {
    os << " = ";
    if (failed(emitAttribute(op->getLoc(), *initialValue)))
      return failure();
  }
 
  os << ";";
  return success();
}
 
LogicalResult CppEmitter::emitAssignPrefix(Operation &op) {
  // If op is being emitted as part of an expression, bail out.
  if (getEmittedExpression())
    return success();
 
  switch (op.getNumResults()) {
  case 0:
    break;
  case 1: {
    OpResult result = op.getResult(0);
    if (shouldDeclareVariablesAtTop()) {
      if (failed(emitVariableAssignment(result)))
        return failure();
    } else {
      if (failed(emitVariableDeclaration(result, /*trailingSemicolon=*/false)))
        return failure();
      os << " = ";
    }
    break;
  }
  default:
    if (!shouldDeclareVariablesAtTop()) {
      for (OpResult result : op.getResults()) {
        if (failed(emitVariableDeclaration(result, /*trailingSemicolon=*/true)))
          return failure();
      }
    }
    os << "std::tie(";
    interleaveComma(op.getResults(), os,
                    [&](Value result) { os << getOrCreateName(result); });
    os << ") = ";
  }
  return success();
}
 
LogicalResult CppEmitter::emitLabel(Block &block) {
  if (!hasBlockLabel(block))
    return block.getParentOp()->emitError("label for block not found");
  // FIXME: Add feature in `raw_indented_ostream` to ignore indent for block
  // label instead of using `getOStream`.
  os.getOStream() << getOrCreateName(block) << ":\n";
  return success();
}
 
LogicalResult CppEmitter::emitOperation(Operation &op, bool trailingSemicolon) {
  LogicalResult status =
      llvm::TypeSwitch<Operation *, LogicalResult>(&op)
          // Builtin ops.
          .Case<ModuleOp>([&](auto op) { return printOperation(*this, op); })
          // CF ops.
          .Case<cf::BranchOp, cf::CondBranchOp>(
              [&](auto op) { return printOperation(*this, op); })
          // EmitC ops.
          .Case<emitc::AddOp, emitc::ApplyOp, emitc::AssignOp,
                emitc::BitwiseAndOp, emitc::BitwiseLeftShiftOp,
                emitc::BitwiseNotOp, emitc::BitwiseOrOp,
                emitc::BitwiseRightShiftOp, emitc::BitwiseXorOp, emitc::CallOp,
                emitc::CallOpaqueOp, emitc::CastOp, emitc::ClassOp,
                emitc::CmpOp, emitc::ConditionalOp, emitc::ConstantOp,
                emitc::DeclareFuncOp, emitc::DivOp, emitc::ExpressionOp,
                emitc::FieldOp, emitc::FileOp, emitc::ForOp, emitc::FuncOp,
                emitc::GetFieldOp, emitc::GlobalOp, emitc::IfOp,
                emitc::IncludeOp, emitc::LoadOp, emitc::LogicalAndOp,
                emitc::LogicalNotOp, emitc::LogicalOrOp, emitc::MulOp,
                emitc::RemOp, emitc::ReturnOp, emitc::SubOp, emitc::SwitchOp,
                emitc::UnaryMinusOp, emitc::UnaryPlusOp, emitc::VariableOp,
                emitc::VerbatimOp>(
 
              [&](auto op) { return printOperation(*this, op); })
          // Func ops.
          .Case<func::CallOp, func::FuncOp, func::ReturnOp>(
              [&](auto op) { return printOperation(*this, op); })
          .Case<emitc::GetGlobalOp>([&](auto op) {
            cacheDeferredOpResult(op.getResult(), op.getName());
            return success();
          })
          .Case<emitc::LiteralOp>([&](auto op) {
            cacheDeferredOpResult(op.getResult(), op.getValue());
            return success();
          })
          .Case<emitc::MemberOp>([&](auto op) {
            cacheDeferredOpResult(op.getResult(), createMemberAccess(op));
            return success();
          })
          .Case<emitc::MemberOfPtrOp>([&](auto op) {
            cacheDeferredOpResult(op.getResult(), createMemberAccess(op));
            return success();
          })
          .Case<emitc::SubscriptOp>([&](auto op) {
            cacheDeferredOpResult(op.getResult(), getSubscriptName(op));
            return success();
          })
          .Default([&](Operation *) {
            return op.emitOpError("unable to find printer for op");
          });
 
  if (failed(status))
    return failure();
 
  if (hasDeferredEmission(&op))
    return success();
 
  if (getEmittedExpression() ||
      (isa<emitc::ExpressionOp>(op) &&
       shouldBeInlined(cast<emitc::ExpressionOp>(op))))
    return success();
 
  // Never emit a semicolon for some operations, especially if endening with
  // `}`.
  trailingSemicolon &=
      !isa<cf::CondBranchOp, emitc::DeclareFuncOp, emitc::FileOp, emitc::ForOp,
           emitc::IfOp, emitc::IncludeOp, emitc::SwitchOp, emitc::VerbatimOp>(
          op);
 
  os << (trailingSemicolon ? ";\n" : "\n");
 
  return success();
}
 
LogicalResult CppEmitter::emitVariableDeclaration(Location loc, Type type,
                                                  StringRef name) {
  if (auto arrType = dyn_cast<emitc::ArrayType>(type)) {
    if (failed(emitType(loc, arrType.getElementType())))
      return failure();
    os << " " << name;
    for (auto dim : arrType.getShape()) {
      os << "[" << dim << "]";
    }
    return success();
  }
  if (failed(emitType(loc, type)))
    return failure();
  os << " " << name;
  return success();
}
 
LogicalResult CppEmitter::emitType(Location loc, Type type) {
  if (auto iType = dyn_cast<IntegerType>(type)) {
    switch (iType.getWidth()) {
    case 1:
      return (os << "bool"), success();
    case 8:
    case 16:
    case 32:
    case 64:
      if (shouldMapToUnsigned(iType.getSignedness()))
        return (os << "uint" << iType.getWidth() << "_t"), success();
      else
        return (os << "int" << iType.getWidth() << "_t"), success();
    default:
      return emitError(loc, "cannot emit integer type ") << type;
    }
  }
  if (auto fType = dyn_cast<FloatType>(type)) {
    switch (fType.getWidth()) {
    case 16: {
      if (llvm::isa<Float16Type>(type))
        return (os << "_Float16"), success();
      else if (llvm::isa<BFloat16Type>(type))
        return (os << "__bf16"), success();
      else
        return emitError(loc, "cannot emit float type ") << type;
    }
    case 32:
      return (os << "float"), success();
    case 64:
      return (os << "double"), success();
    default:
      return emitError(loc, "cannot emit float type ") << type;
    }
  }
  if (auto iType = dyn_cast<IndexType>(type))
    return (os << "size_t"), success();
  if (auto sType = dyn_cast<emitc::SizeTType>(type))
    return (os << "size_t"), success();
  if (auto sType = dyn_cast<emitc::SignedSizeTType>(type))
    return (os << "ssize_t"), success();
  if (auto pType = dyn_cast<emitc::PtrDiffTType>(type))
    return (os << "ptrdiff_t"), success();
  if (auto tType = dyn_cast<TensorType>(type)) {
    if (!tType.hasRank())
      return emitError(loc, "cannot emit unranked tensor type");
    if (!tType.hasStaticShape())
      return emitError(loc, "cannot emit tensor type with non static shape");
    os << "Tensor<";
    if (isa<ArrayType>(tType.getElementType()))
      return emitError(loc, "cannot emit tensor of array type ") << type;
    if (failed(emitType(loc, tType.getElementType())))
      return failure();
    auto shape = tType.getShape();
    for (auto dimSize : shape) {
      os << ", ";
      os << dimSize;
    }
    os << ">";
    return success();
  }
  if (auto tType = dyn_cast<TupleType>(type))
    return emitTupleType(loc, tType.getTypes());
  if (auto oType = dyn_cast<emitc::OpaqueType>(type)) {
    os << oType.getValue();
    return success();
  }
  if (auto aType = dyn_cast<emitc::ArrayType>(type)) {
    if (failed(emitType(loc, aType.getElementType())))
      return failure();
    for (auto dim : aType.getShape())
      os << "[" << dim << "]";
    return success();
  }
  if (auto lType = dyn_cast<emitc::LValueType>(type))
    return emitType(loc, lType.getValueType());
  if (auto pType = dyn_cast<emitc::PointerType>(type)) {
    if (isa<ArrayType>(pType.getPointee()))
      return emitError(loc, "cannot emit pointer to array type ") << type;
    if (failed(emitType(loc, pType.getPointee())))
      return failure();
    os << "*";
    return success();
  }
  return emitError(loc, "cannot emit type ") << type;
}
 
LogicalResult CppEmitter::emitTypes(Location loc, ArrayRef<Type> types) {
  switch (types.size()) {
  case 0:
    os << "void";
    return success();
  case 1:
    return emitType(loc, types.front());
  default:
    return emitTupleType(loc, types);
  }
}
 
LogicalResult CppEmitter::emitTupleType(Location loc, ArrayRef<Type> types) {
  if (llvm::any_of(types, llvm::IsaPred<ArrayType>)) {
    return emitError(loc, "cannot emit tuple of array type");
  }
  os << "std::tuple<";
  if (failed(interleaveCommaWithError(
          types, os, [&](Type type) { return emitType(loc, type); })))
    return failure();
  os << ">";
  return success();
}
 
void CppEmitter::resetValueCounter() { valueCount = 0; }
 
void CppEmitter::increaseLoopNestingLevel() { loopNestingLevel++; }
 
void CppEmitter::decreaseLoopNestingLevel() { loopNestingLevel--; }
 
LogicalResult emitc::translateToCpp(Operation *op, raw_ostream &os,
                                    bool declareVariablesAtTop,
                                    StringRef fileId) {
  CppEmitter emitter(os, declareVariablesAtTop, fileId);
  return emitter.emitOperation(*op, /*trailingSemicolon=*/false);
}