llvm-mirror/examples/Kaleidoscope/MCJIT/cached/toy.cpp

#define MINIMAL_STDERR_OUTPUT

#include "llvm/Analysis/Passes.h"
#include "llvm/ExecutionEngine/ExecutionEngine.h"
#include "llvm/ExecutionEngine/MCJIT.h"
#include "llvm/ExecutionEngine/ObjectCache.h"
#include "llvm/ExecutionEngine/SectionMemoryManager.h"
#include "llvm/IR/DataLayout.h"
#include "llvm/IR/DerivedTypes.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/IR/LegacyPassManager.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/Verifier.h"
#include "llvm/IRReader/IRReader.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/FileSystem.h"
#include "llvm/Support/Path.h"
#include "llvm/Support/SourceMgr.h"
#include "llvm/Support/TargetSelect.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/Transforms/Scalar.h"
#include <cctype>
#include <cstdio>
#include <map>
#include <string>
#include <vector>
using namespace llvm;

//===----------------------------------------------------------------------===//
// Command-line options
//===----------------------------------------------------------------------===//

cl::opt<std::string>
InputIR("input-IR",
        cl::desc("Specify the name of an IR file to load for function definitions"),
        cl::value_desc("input IR file name"));

cl::opt<bool>
UseObjectCache("use-object-cache",
               cl::desc("Enable use of the MCJIT object caching"),
               cl::init(false));

//===----------------------------------------------------------------------===//
// Lexer
//===----------------------------------------------------------------------===//

// The lexer returns tokens [0-255] if it is an unknown character, otherwise one
// of these for known things.
enum Token {
  tok_eof = -1,

  // commands
  tok_def = -2, tok_extern = -3,

  // primary
  tok_identifier = -4, tok_number = -5,

  // control
  tok_if = -6, tok_then = -7, tok_else = -8,
  tok_for = -9, tok_in = -10,

  // operators
  tok_binary = -11, tok_unary = -12,

  // var definition
  tok_var = -13
};

static std::string IdentifierStr;  // Filled in if tok_identifier
static double NumVal;              // Filled in if tok_number

/// gettok - Return the next token from standard input.
static int gettok() {
  static int LastChar = ' ';

  // Skip any whitespace.
  while (isspace(LastChar))
    LastChar = getchar();

  if (isalpha(LastChar)) { // identifier: [a-zA-Z][a-zA-Z0-9]*
    IdentifierStr = LastChar;
    while (isalnum((LastChar = getchar())))
      IdentifierStr += LastChar;

    if (IdentifierStr == "def") return tok_def;
    if (IdentifierStr == "extern") return tok_extern;
    if (IdentifierStr == "if") return tok_if;
    if (IdentifierStr == "then") return tok_then;
    if (IdentifierStr == "else") return tok_else;
    if (IdentifierStr == "for") return tok_for;
    if (IdentifierStr == "in") return tok_in;
    if (IdentifierStr == "binary") return tok_binary;
    if (IdentifierStr == "unary") return tok_unary;
    if (IdentifierStr == "var") return tok_var;
    return tok_identifier;
  }

  if (isdigit(LastChar) || LastChar == '.') {   // Number: [0-9.]+
    std::string NumStr;
    do {
      NumStr += LastChar;
      LastChar = getchar();
    } while (isdigit(LastChar) || LastChar == '.');

    NumVal = strtod(NumStr.c_str(), 0);
    return tok_number;
  }

  if (LastChar == '#') {
    // Comment until end of line.
    do LastChar = getchar();
    while (LastChar != EOF && LastChar != '\n' && LastChar != '\r');

    if (LastChar != EOF)
      return gettok();
  }

  // Check for end of file.  Don't eat the EOF.
  if (LastChar == EOF)
    return tok_eof;

  // Otherwise, just return the character as its ascii value.
  int ThisChar = LastChar;
  LastChar = getchar();
  return ThisChar;
}

//===----------------------------------------------------------------------===//
// Abstract Syntax Tree (aka Parse Tree)
//===----------------------------------------------------------------------===//

/// ExprAST - Base class for all expression nodes.
class ExprAST {
public:
  virtual ~ExprAST() {}
  virtual Value *Codegen() = 0;
};

/// NumberExprAST - Expression class for numeric literals like "1.0".
class NumberExprAST : public ExprAST {
  double Val;
public:
  NumberExprAST(double val) : Val(val) {}
  virtual Value *Codegen();
};

/// VariableExprAST - Expression class for referencing a variable, like "a".
class VariableExprAST : public ExprAST {
  std::string Name;
public:
  VariableExprAST(const std::string &name) : Name(name) {}
  const std::string &getName() const { return Name; }
  virtual Value *Codegen();
};

/// UnaryExprAST - Expression class for a unary operator.
class UnaryExprAST : public ExprAST {
  char Opcode;
  ExprAST *Operand;
public:
  UnaryExprAST(char opcode, ExprAST *operand)
    : Opcode(opcode), Operand(operand) {}
  virtual Value *Codegen();
};

/// BinaryExprAST - Expression class for a binary operator.
class BinaryExprAST : public ExprAST {
  char Op;
  ExprAST *LHS, *RHS;
public:
  BinaryExprAST(char op, ExprAST *lhs, ExprAST *rhs)
    : Op(op), LHS(lhs), RHS(rhs) {}
  virtual Value *Codegen();
};

/// CallExprAST - Expression class for function calls.
class CallExprAST : public ExprAST {
  std::string Callee;
  std::vector<ExprAST*> Args;
public:
  CallExprAST(const std::string &callee, std::vector<ExprAST*> &args)
    : Callee(callee), Args(args) {}
  virtual Value *Codegen();
};

/// IfExprAST - Expression class for if/then/else.
class IfExprAST : public ExprAST {
  ExprAST *Cond, *Then, *Else;
public:
  IfExprAST(ExprAST *cond, ExprAST *then, ExprAST *_else)
  : Cond(cond), Then(then), Else(_else) {}
  virtual Value *Codegen();
};

/// ForExprAST - Expression class for for/in.
class ForExprAST : public ExprAST {
  std::string VarName;
  ExprAST *Start, *End, *Step, *Body;
public:
  ForExprAST(const std::string &varname, ExprAST *start, ExprAST *end,
             ExprAST *step, ExprAST *body)
    : VarName(varname), Start(start), End(end), Step(step), Body(body) {}
  virtual Value *Codegen();
};

/// VarExprAST - Expression class for var/in
class VarExprAST : public ExprAST {
  std::vector<std::pair<std::string, ExprAST*> > VarNames;
  ExprAST *Body;
public:
  VarExprAST(const std::vector<std::pair<std::string, ExprAST*> > &varnames,
             ExprAST *body)
  : VarNames(varnames), Body(body) {}

  virtual Value *Codegen();
};

/// PrototypeAST - This class represents the "prototype" for a function,
/// which captures its argument names as well as if it is an operator.
class PrototypeAST {
  std::string Name;
  std::vector<std::string> Args;
  bool isOperator;
  unsigned Precedence;  // Precedence if a binary op.
public:
  PrototypeAST(const std::string &name, const std::vector<std::string> &args,
               bool isoperator = false, unsigned prec = 0)
  : Name(name), Args(args), isOperator(isoperator), Precedence(prec) {}

  bool isUnaryOp() const { return isOperator && Args.size() == 1; }
  bool isBinaryOp() const { return isOperator && Args.size() == 2; }

  char getOperatorName() const {
    assert(isUnaryOp() || isBinaryOp());
    return Name[Name.size()-1];
  }

  unsigned getBinaryPrecedence() const { return Precedence; }

  Function *Codegen();

  void CreateArgumentAllocas(Function *F);
};

/// FunctionAST - This class represents a function definition itself.
class FunctionAST {
  PrototypeAST *Proto;
  ExprAST *Body;
public:
  FunctionAST(PrototypeAST *proto, ExprAST *body)
    : Proto(proto), Body(body) {}

  Function *Codegen();
};

//===----------------------------------------------------------------------===//
// Parser
//===----------------------------------------------------------------------===//

/// CurTok/getNextToken - Provide a simple token buffer.  CurTok is the current
/// token the parser is looking at.  getNextToken reads another token from the
/// lexer and updates CurTok with its results.
static int CurTok;
static int getNextToken() {
  return CurTok = gettok();
}

/// BinopPrecedence - This holds the precedence for each binary operator that is
/// defined.
static std::map<char, int> BinopPrecedence;

/// GetTokPrecedence - Get the precedence of the pending binary operator token.
static int GetTokPrecedence() {
  if (!isascii(CurTok))
    return -1;

  // Make sure it's a declared binop.
  int TokPrec = BinopPrecedence[CurTok];
  if (TokPrec <= 0) return -1;
  return TokPrec;
}

/// Error* - These are little helper functions for error handling.
ExprAST *Error(const char *Str) { fprintf(stderr, "Error: %s\n", Str);return 0;}
PrototypeAST *ErrorP(const char *Str) { Error(Str); return 0; }
FunctionAST *ErrorF(const char *Str) { Error(Str); return 0; }

static ExprAST *ParseExpression();

/// identifierexpr
///   ::= identifier
///   ::= identifier '(' expression* ')'
static ExprAST *ParseIdentifierExpr() {
  std::string IdName = IdentifierStr;

  getNextToken();  // eat identifier.

  if (CurTok != '(') // Simple variable ref.
    return new VariableExprAST(IdName);

  // Call.
  getNextToken();  // eat (
  std::vector<ExprAST*> Args;
  if (CurTok != ')') {
    while (1) {
      ExprAST *Arg = ParseExpression();
      if (!Arg) return 0;
      Args.push_back(Arg);

      if (CurTok == ')') break;

      if (CurTok != ',')
        return Error("Expected ')' or ',' in argument list");
      getNextToken();
    }
  }

  // Eat the ')'.
  getNextToken();

  return new CallExprAST(IdName, Args);
}

/// numberexpr ::= number
static ExprAST *ParseNumberExpr() {
  ExprAST *Result = new NumberExprAST(NumVal);
  getNextToken(); // consume the number
  return Result;
}

/// parenexpr ::= '(' expression ')'
static ExprAST *ParseParenExpr() {
  getNextToken();  // eat (.
  ExprAST *V = ParseExpression();
  if (!V) return 0;

  if (CurTok != ')')
    return Error("expected ')'");
  getNextToken();  // eat ).
  return V;
}

/// ifexpr ::= 'if' expression 'then' expression 'else' expression
static ExprAST *ParseIfExpr() {
  getNextToken();  // eat the if.

  // condition.
  ExprAST *Cond = ParseExpression();
  if (!Cond) return 0;

  if (CurTok != tok_then)
    return Error("expected then");
  getNextToken();  // eat the then

  ExprAST *Then = ParseExpression();
  if (Then == 0) return 0;

  if (CurTok != tok_else)
    return Error("expected else");

  getNextToken();

  ExprAST *Else = ParseExpression();
  if (!Else) return 0;

  return new IfExprAST(Cond, Then, Else);
}

/// forexpr ::= 'for' identifier '=' expr ',' expr (',' expr)? 'in' expression
static ExprAST *ParseForExpr() {
  getNextToken();  // eat the for.

  if (CurTok != tok_identifier)
    return Error("expected identifier after for");

  std::string IdName = IdentifierStr;
  getNextToken();  // eat identifier.

  if (CurTok != '=')
    return Error("expected '=' after for");
  getNextToken();  // eat '='.


  ExprAST *Start = ParseExpression();
  if (Start == 0) return 0;
  if (CurTok != ',')
    return Error("expected ',' after for start value");
  getNextToken();

  ExprAST *End = ParseExpression();
  if (End == 0) return 0;

  // The step value is optional.
  ExprAST *Step = 0;
  if (CurTok == ',') {
    getNextToken();
    Step = ParseExpression();
    if (Step == 0) return 0;
  }

  if (CurTok != tok_in)
    return Error("expected 'in' after for");
  getNextToken();  // eat 'in'.

  ExprAST *Body = ParseExpression();
  if (Body == 0) return 0;

  return new ForExprAST(IdName, Start, End, Step, Body);
}

/// varexpr ::= 'var' identifier ('=' expression)?
//                    (',' identifier ('=' expression)?)* 'in' expression
static ExprAST *ParseVarExpr() {
  getNextToken();  // eat the var.

  std::vector<std::pair<std::string, ExprAST*> > VarNames;

  // At least one variable name is required.
  if (CurTok != tok_identifier)
    return Error("expected identifier after var");

  while (1) {
    std::string Name = IdentifierStr;
    getNextToken();  // eat identifier.

    // Read the optional initializer.
    ExprAST *Init = 0;
    if (CurTok == '=') {
      getNextToken(); // eat the '='.

      Init = ParseExpression();
      if (Init == 0) return 0;
    }

    VarNames.push_back(std::make_pair(Name, Init));

    // End of var list, exit loop.
    if (CurTok != ',') break;
    getNextToken(); // eat the ','.

    if (CurTok != tok_identifier)
      return Error("expected identifier list after var");
  }

  // At this point, we have to have 'in'.
  if (CurTok != tok_in)
    return Error("expected 'in' keyword after 'var'");
  getNextToken();  // eat 'in'.

  ExprAST *Body = ParseExpression();
  if (Body == 0) return 0;

  return new VarExprAST(VarNames, Body);
}

/// primary
///   ::= identifierexpr
///   ::= numberexpr
///   ::= parenexpr
///   ::= ifexpr
///   ::= forexpr
///   ::= varexpr
static ExprAST *ParsePrimary() {
  switch (CurTok) {
  default: return Error("unknown token when expecting an expression");
  case tok_identifier: return ParseIdentifierExpr();
  case tok_number:     return ParseNumberExpr();
  case '(':            return ParseParenExpr();
  case tok_if:         return ParseIfExpr();
  case tok_for:        return ParseForExpr();
  case tok_var:        return ParseVarExpr();
  }
}

/// unary
///   ::= primary
///   ::= '!' unary
static ExprAST *ParseUnary() {
  // If the current token is not an operator, it must be a primary expr.
  if (!isascii(CurTok) || CurTok == '(' || CurTok == ',')
    return ParsePrimary();

  // If this is a unary operator, read it.
  int Opc = CurTok;
  getNextToken();
  if (ExprAST *Operand = ParseUnary())
    return new UnaryExprAST(Opc, Operand);
  return 0;
}

/// binoprhs
///   ::= ('+' unary)*
static ExprAST *ParseBinOpRHS(int ExprPrec, ExprAST *LHS) {
  // If this is a binop, find its precedence.
  while (1) {
    int TokPrec = GetTokPrecedence();

    // If this is a binop that binds at least as tightly as the current binop,
    // consume it, otherwise we are done.
    if (TokPrec < ExprPrec)
      return LHS;

    // Okay, we know this is a binop.
    int BinOp = CurTok;
    getNextToken();  // eat binop

    // Parse the unary expression after the binary operator.
    ExprAST *RHS = ParseUnary();
    if (!RHS) return 0;

    // If BinOp binds less tightly with RHS than the operator after RHS, let
    // the pending operator take RHS as its LHS.
    int NextPrec = GetTokPrecedence();
    if (TokPrec < NextPrec) {
      RHS = ParseBinOpRHS(TokPrec+1, RHS);
      if (RHS == 0) return 0;
    }

    // Merge LHS/RHS.
    LHS = new BinaryExprAST(BinOp, LHS, RHS);
  }
}

/// expression
///   ::= unary binoprhs
///
static ExprAST *ParseExpression() {
  ExprAST *LHS = ParseUnary();
  if (!LHS) return 0;

  return ParseBinOpRHS(0, LHS);
}

/// prototype
///   ::= id '(' id* ')'
///   ::= binary LETTER number? (id, id)
///   ::= unary LETTER (id)
static PrototypeAST *ParsePrototype() {
  std::string FnName;

  unsigned Kind = 0; // 0 = identifier, 1 = unary, 2 = binary.
  unsigned BinaryPrecedence = 30;

  switch (CurTok) {
  default:
    return ErrorP("Expected function name in prototype");
  case tok_identifier:
    FnName = IdentifierStr;
    Kind = 0;
    getNextToken();
    break;
  case tok_unary:
    getNextToken();
    if (!isascii(CurTok))
      return ErrorP("Expected unary operator");
    FnName = "unary";
    FnName += (char)CurTok;
    Kind = 1;
    getNextToken();
    break;
  case tok_binary:
    getNextToken();
    if (!isascii(CurTok))
      return ErrorP("Expected binary operator");
    FnName = "binary";
    FnName += (char)CurTok;
    Kind = 2;
    getNextToken();

    // Read the precedence if present.
    if (CurTok == tok_number) {
      if (NumVal < 1 || NumVal > 100)
        return ErrorP("Invalid precedecnce: must be 1..100");
      BinaryPrecedence = (unsigned)NumVal;
      getNextToken();
    }
    break;
  }

  if (CurTok != '(')
    return ErrorP("Expected '(' in prototype");

  std::vector<std::string> ArgNames;
  while (getNextToken() == tok_identifier)
    ArgNames.push_back(IdentifierStr);
  if (CurTok != ')')
    return ErrorP("Expected ')' in prototype");

  // success.
  getNextToken();  // eat ')'.

  // Verify right number of names for operator.
  if (Kind && ArgNames.size() != Kind)
    return ErrorP("Invalid number of operands for operator");

  return new PrototypeAST(FnName, ArgNames, Kind != 0, BinaryPrecedence);
}

/// definition ::= 'def' prototype expression
static FunctionAST *ParseDefinition() {
  getNextToken();  // eat def.
  PrototypeAST *Proto = ParsePrototype();
  if (Proto == 0) return 0;

  if (ExprAST *E = ParseExpression())
    return new FunctionAST(Proto, E);
  return 0;
}

/// toplevelexpr ::= expression
static FunctionAST *ParseTopLevelExpr() {
  if (ExprAST *E = ParseExpression()) {
    // Make an anonymous proto.
    PrototypeAST *Proto = new PrototypeAST("", std::vector<std::string>());
    return new FunctionAST(Proto, E);
  }
  return 0;
}

/// external ::= 'extern' prototype
static PrototypeAST *ParseExtern() {
  getNextToken();  // eat extern.
  return ParsePrototype();
}

//===----------------------------------------------------------------------===//
// Quick and dirty hack
//===----------------------------------------------------------------------===//

// FIXME: Obviously we can do better than this
std::string GenerateUniqueName(const char *root)
{
  static int i = 0;
  char s[16];
  sprintf(s, "%s%d", root, i++);
  std::string S = s;
  return S;
}

std::string MakeLegalFunctionName(std::string Name)
{
  std::string NewName;
  if (!Name.length())
      return GenerateUniqueName("anon_func_");

  // Start with what we have
  NewName = Name;

  // Look for a numberic first character
  if (NewName.find_first_of("0123456789") == 0) {
    NewName.insert(0, 1, 'n');
  }

  // Replace illegal characters with their ASCII equivalent
  std::string legal_elements = "_abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789";
  size_t pos;
  while ((pos = NewName.find_first_not_of(legal_elements)) != std::string::npos) {
    char old_c = NewName.at(pos);
    char new_str[16];
    sprintf(new_str, "%d", (int)old_c);
    NewName = NewName.replace(pos, 1, new_str);
  }

  return NewName;
}

//===----------------------------------------------------------------------===//
// MCJIT object cache class
//===----------------------------------------------------------------------===//

class MCJITObjectCache : public ObjectCache {
public:
  MCJITObjectCache() {
    // Set IR cache directory
    sys::fs::current_path(CacheDir);
    sys::path::append(CacheDir, "toy_object_cache");
  }

  virtual ~MCJITObjectCache() {
  }

  virtual void notifyObjectCompiled(const Module *M, const MemoryBuffer *Obj) {
    // Get the ModuleID
    const std::string ModuleID = M->getModuleIdentifier();

    // If we've flagged this as an IR file, cache it
    if (0 == ModuleID.compare(0, 3, "IR:")) {
      std::string IRFileName = ModuleID.substr(3);
      SmallString<128>IRCacheFile = CacheDir;
      sys::path::append(IRCacheFile, IRFileName);
      if (!sys::fs::exists(CacheDir.str()) && sys::fs::create_directory(CacheDir.str())) {
        fprintf(stderr, "Unable to create cache directory\n");
        return;
      }
      std::string ErrStr;
      raw_fd_ostream IRObjectFile(IRCacheFile.c_str(), ErrStr, raw_fd_ostream::F_Binary);
      IRObjectFile << Obj->getBuffer();
    }
  }

  // MCJIT will call this function before compiling any module
  // MCJIT takes ownership of both the MemoryBuffer object and the memory
  // to which it refers.
  virtual MemoryBuffer* getObject(const Module* M) {
    // Get the ModuleID
    const std::string ModuleID = M->getModuleIdentifier();

    // If we've flagged this as an IR file, cache it
    if (0 == ModuleID.compare(0, 3, "IR:")) {
      std::string IRFileName = ModuleID.substr(3);
      SmallString<128> IRCacheFile = CacheDir;
      sys::path::append(IRCacheFile, IRFileName);
      if (!sys::fs::exists(IRCacheFile.str())) {
        // This file isn't in our cache
        return NULL;
      }
      std::unique_ptr<MemoryBuffer> IRObjectBuffer;
      MemoryBuffer::getFile(IRCacheFile.c_str(), IRObjectBuffer, -1, false);
      // MCJIT will want to write into this buffer, and we don't want that
      // because the file has probably just been mmapped.  Instead we make
      // a copy.  The filed-based buffer will be released when it goes
      // out of scope.
      return MemoryBuffer::getMemBufferCopy(IRObjectBuffer->getBuffer());
    }

    return NULL;
  }

private:
  SmallString<128> CacheDir;
};

//===----------------------------------------------------------------------===//
// MCJIT helper class
//===----------------------------------------------------------------------===//

class MCJITHelper
{
public:
  MCJITHelper(LLVMContext& C) : Context(C), OpenModule(NULL) {}
  ~MCJITHelper();

  Function *getFunction(const std::string FnName);
  Module *getModuleForNewFunction();
  void *getPointerToFunction(Function* F);
  void *getPointerToNamedFunction(const std::string &Name);
  ExecutionEngine *compileModule(Module *M);
  void closeCurrentModule();
  void addModule(Module *M);
  void dump();

private:
  typedef std::vector<Module*> ModuleVector;

  LLVMContext  &Context;
  Module       *OpenModule;
  ModuleVector  Modules;
  std::map<Module *, ExecutionEngine *> EngineMap;
  MCJITObjectCache OurObjectCache;
};

class HelpingMemoryManager : public SectionMemoryManager
{
  HelpingMemoryManager(const HelpingMemoryManager&) = delete;
  void operator=(const HelpingMemoryManager&) = delete;

public:
  HelpingMemoryManager(MCJITHelper *Helper) : MasterHelper(Helper) {}
  virtual ~HelpingMemoryManager() {}

  /// This method returns the address of the specified function.
  /// Our implementation will attempt to find functions in other
  /// modules associated with the MCJITHelper to cross link functions
  /// from one generated module to another.
  ///
  /// If \p AbortOnFailure is false and no function with the given name is
  /// found, this function returns a null pointer. Otherwise, it prints a
  /// message to stderr and aborts.
  virtual void *getPointerToNamedFunction(const std::string &Name,
                                          bool AbortOnFailure = true);
private:
  MCJITHelper *MasterHelper;
};

void *HelpingMemoryManager::getPointerToNamedFunction(const std::string &Name,
                                        bool AbortOnFailure)
{
  // Try the standard symbol resolution first, but ask it not to abort.
  void *pfn = SectionMemoryManager::getPointerToNamedFunction(Name, false);
  if (pfn)
    return pfn;

  pfn = MasterHelper->getPointerToNamedFunction(Name);
  if (!pfn && AbortOnFailure)
    report_fatal_error("Program used external function '" + Name +
                        "' which could not be resolved!");
  return pfn;
}

MCJITHelper::~MCJITHelper()
{
  // Walk the vector of modules.
  ModuleVector::iterator it, end;
  for (it = Modules.begin(), end = Modules.end();
       it != end; ++it) {
    // See if we have an execution engine for this module.
    std::map<Module*, ExecutionEngine*>::iterator mapIt = EngineMap.find(*it);
    // If we have an EE, the EE owns the module so just delete the EE.
    if (mapIt != EngineMap.end()) {
      delete mapIt->second;
    } else {
      // Otherwise, we still own the module.  Delete it now.
      delete *it;
    }
  }
}

Function *MCJITHelper::getFunction(const std::string FnName) {
  ModuleVector::iterator begin = Modules.begin();
  ModuleVector::iterator end = Modules.end();
  ModuleVector::iterator it;
  for (it = begin; it != end; ++it) {
    Function *F = (*it)->getFunction(FnName);
    if (F) {
      if (*it == OpenModule)
          return F;

      assert(OpenModule != NULL);

      // This function is in a module that has already been JITed.
      // We need to generate a new prototype for external linkage.
      Function *PF = OpenModule->getFunction(FnName);
      if (PF && !PF->empty()) {
        ErrorF("redefinition of function across modules");
        return 0;
      }

      // If we don't have a prototype yet, create one.
      if (!PF)
        PF = Function::Create(F->getFunctionType(),
                                      Function::ExternalLinkage,
                                      FnName,
                                      OpenModule);
      return PF;
    }
  }
  return NULL;
}

Module *MCJITHelper::getModuleForNewFunction() {
  // If we have a Module that hasn't been JITed, use that.
  if (OpenModule)
    return OpenModule;

  // Otherwise create a new Module.
  std::string ModName = GenerateUniqueName("mcjit_module_");
  Module *M = new Module(ModName, Context);
  Modules.push_back(M);
  OpenModule = M;
  return M;
}

void *MCJITHelper::getPointerToFunction(Function* F) {
  // Look for this function in an existing module
  ModuleVector::iterator begin = Modules.begin();
  ModuleVector::iterator end = Modules.end();
  ModuleVector::iterator it;
  std::string FnName = F->getName();
  for (it = begin; it != end; ++it) {
    Function *MF = (*it)->getFunction(FnName);
    if (MF == F) {
      std::map<Module*, ExecutionEngine*>::iterator eeIt = EngineMap.find(*it);
      if (eeIt != EngineMap.end()) {
        void *P = eeIt->second->getPointerToFunction(F);
        if (P)
          return P;
      } else {
        ExecutionEngine *EE = compileModule(*it);
        void *P = EE->getPointerToFunction(F);
        if (P)
          return P;
      }
    }
  }
  return NULL;
}

void MCJITHelper::closeCurrentModule() {
  OpenModule = NULL;
}

ExecutionEngine *MCJITHelper::compileModule(Module *M) {
  if (M == OpenModule)
    closeCurrentModule();

  std::string ErrStr;
  ExecutionEngine *NewEngine = EngineBuilder(M)
                                            .setErrorStr(&ErrStr)
                                            .setMCJITMemoryManager(new HelpingMemoryManager(this))
                                            .create();
  if (!NewEngine) {
    fprintf(stderr, "Could not create ExecutionEngine: %s\n", ErrStr.c_str());
    exit(1);
  }

  if (UseObjectCache)
    NewEngine->setObjectCache(&OurObjectCache);

  // Get the ModuleID so we can identify IR input files
  const std::string ModuleID = M->getModuleIdentifier();

  // If we've flagged this as an IR file, it doesn't need function passes run.
  if (0 != ModuleID.compare(0, 3, "IR:")) {
    // Create a function pass manager for this engine
    FunctionPassManager *FPM = new FunctionPassManager(M);

    // Set up the optimizer pipeline.  Start with registering info about how the
    // target lays out data structures.
    FPM->add(new DataLayout(*NewEngine->getDataLayout()));
    // Provide basic AliasAnalysis support for GVN.
    FPM->add(createBasicAliasAnalysisPass());
    // Promote allocas to registers.
    FPM->add(createPromoteMemoryToRegisterPass());
    // Do simple "peephole" optimizations and bit-twiddling optzns.
    FPM->add(createInstructionCombiningPass());
    // Reassociate expressions.
    FPM->add(createReassociatePass());
    // Eliminate Common SubExpressions.
    FPM->add(createGVNPass());
    // Simplify the control flow graph (deleting unreachable blocks, etc).
    FPM->add(createCFGSimplificationPass());
    FPM->doInitialization();

    // For each function in the module
    Module::iterator it;
    Module::iterator end = M->end();
    for (it = M->begin(); it != end; ++it) {
      // Run the FPM on this function
      FPM->run(*it);
    }

    // We don't need this anymore
    delete FPM;
  }

  // Store this engine
  EngineMap[M] = NewEngine;
  NewEngine->finalizeObject();

  return NewEngine;
}

void *MCJITHelper::getPointerToNamedFunction(const std::string &Name)
{
  // Look for the functions in our modules, compiling only as necessary
  ModuleVector::iterator begin = Modules.begin();
  ModuleVector::iterator end = Modules.end();
  ModuleVector::iterator it;
  for (it = begin; it != end; ++it) {
    Function *F = (*it)->getFunction(Name);
    if (F && !F->empty()) {
      std::map<Module*, ExecutionEngine*>::iterator eeIt = EngineMap.find(*it);
      if (eeIt != EngineMap.end()) {
        void *P = eeIt->second->getPointerToFunction(F);
        if (P)
          return P;
      } else {
        ExecutionEngine *EE = compileModule(*it);
        void *P = EE->getPointerToFunction(F);
        if (P)
          return P;
      }
    }
  }
  return NULL;
}

void MCJITHelper::addModule(Module* M) {
  Modules.push_back(M);
}

void MCJITHelper::dump()
{
  ModuleVector::iterator begin = Modules.begin();
  ModuleVector::iterator end = Modules.end();
  ModuleVector::iterator it;
  for (it = begin; it != end; ++it)
    (*it)->dump();
}

//===----------------------------------------------------------------------===//
// Code Generation
//===----------------------------------------------------------------------===//

static MCJITHelper *TheHelper;
static LLVMContext TheContext;
static IRBuilder<> Builder(TheContext);
static std::map<std::string, AllocaInst*> NamedValues;

Value *ErrorV(const char *Str) { Error(Str); return 0; }

/// CreateEntryBlockAlloca - Create an alloca instruction in the entry block of
/// the function.  This is used for mutable variables etc.
static AllocaInst *CreateEntryBlockAlloca(Function *TheFunction,
                                          const std::string &VarName) {
  IRBuilder<> TmpB(&TheFunction->getEntryBlock(),
                 TheFunction->getEntryBlock().begin());
  return TmpB.CreateAlloca(Type::getDoubleTy(TheContext), 0, VarName.c_str());
}

Value *NumberExprAST::Codegen() {
  return ConstantFP::get(TheContext, APFloat(Val));
}

Value *VariableExprAST::Codegen() {
  // Look this variable up in the function.
  Value *V = NamedValues[Name];
  char ErrStr[256];
  sprintf(ErrStr, "Unknown variable name %s", Name.c_str());
  if (V == 0) return ErrorV(ErrStr);

  // Load the value.
  return Builder.CreateLoad(V, Name.c_str());
}

Value *UnaryExprAST::Codegen() {
  Value *OperandV = Operand->Codegen();
  if (OperandV == 0) return 0;

  Function *F = TheHelper->getFunction(MakeLegalFunctionName(std::string("unary")+Opcode));
  if (F == 0)
    return ErrorV("Unknown unary operator");

  return Builder.CreateCall(F, OperandV, "unop");
}

Value *BinaryExprAST::Codegen() {
  // Special case '=' because we don't want to emit the LHS as an expression.
  if (Op == '=') {
    // Assignment requires the LHS to be an identifier.
    VariableExprAST *LHSE = static_cast<VariableExprAST*>(LHS);
    if (!LHSE)
      return ErrorV("destination of '=' must be a variable");
    // Codegen the RHS.
    Value *Val = RHS->Codegen();
    if (Val == 0) return 0;

    // Look up the name.
    Value *Variable = NamedValues[LHSE->getName()];
    if (Variable == 0) return ErrorV("Unknown variable name");

    Builder.CreateStore(Val, Variable);
    return Val;
  }

  Value *L = LHS->Codegen();
  Value *R = RHS->Codegen();
  if (L == 0 || R == 0) return 0;

  switch (Op) {
  case '+': return Builder.CreateFAdd(L, R, "addtmp");
  case '-': return Builder.CreateFSub(L, R, "subtmp");
  case '*': return Builder.CreateFMul(L, R, "multmp");
  case '/': return Builder.CreateFDiv(L, R, "divtmp");
  case '<':
    L = Builder.CreateFCmpULT(L, R, "cmptmp");
    // Convert bool 0/1 to double 0.0 or 1.0
    return Builder.CreateUIToFP(L, Type::getDoubleTy(TheContext), "booltmp");
  default: break;
  }

  // If it wasn't a builtin binary operator, it must be a user defined one. Emit
  // a call to it.
  Function *F = TheHelper->getFunction(MakeLegalFunctionName(std::string("binary")+Op));
  assert(F && "binary operator not found!");

  Value *Ops[] = { L, R };
  return Builder.CreateCall(F, Ops, "binop");
}

Value *CallExprAST::Codegen() {
  // Look up the name in the global module table.
  Function *CalleeF = TheHelper->getFunction(Callee);
  if (CalleeF == 0)
    return ErrorV("Unknown function referenced");

  // If argument mismatch error.
  if (CalleeF->arg_size() != Args.size())
    return ErrorV("Incorrect # arguments passed");

  std::vector<Value*> ArgsV;
  for (unsigned i = 0, e = Args.size(); i != e; ++i) {
    ArgsV.push_back(Args[i]->Codegen());
    if (ArgsV.back() == 0) return 0;
  }

  return Builder.CreateCall(CalleeF, ArgsV, "calltmp");
}

Value *IfExprAST::Codegen() {
  Value *CondV = Cond->Codegen();
  if (CondV == 0) return 0;

  // Convert condition to a bool by comparing equal to 0.0.
  CondV = Builder.CreateFCmpONE(
      CondV, ConstantFP::get(TheContext, APFloat(0.0)), "ifcond");

  Function *TheFunction = Builder.GetInsertBlock()->getParent();

  // Create blocks for the then and else cases.  Insert the 'then' block at the
  // end of the function.
  BasicBlock *ThenBB = BasicBlock::Create(TheContext, "then", TheFunction);
  BasicBlock *ElseBB = BasicBlock::Create(TheContext, "else");
  BasicBlock *MergeBB = BasicBlock::Create(TheContext, "ifcont");

  Builder.CreateCondBr(CondV, ThenBB, ElseBB);

  // Emit then value.
  Builder.SetInsertPoint(ThenBB);

  Value *ThenV = Then->Codegen();
  if (ThenV == 0) return 0;

  Builder.CreateBr(MergeBB);
  // Codegen of 'Then' can change the current block, update ThenBB for the PHI.
  ThenBB = Builder.GetInsertBlock();

  // Emit else block.
  TheFunction->getBasicBlockList().push_back(ElseBB);
  Builder.SetInsertPoint(ElseBB);

  Value *ElseV = Else->Codegen();
  if (ElseV == 0) return 0;

  Builder.CreateBr(MergeBB);
  // Codegen of 'Else' can change the current block, update ElseBB for the PHI.
  ElseBB = Builder.GetInsertBlock();

  // Emit merge block.
  TheFunction->getBasicBlockList().push_back(MergeBB);
  Builder.SetInsertPoint(MergeBB);
  PHINode *PN = Builder.CreatePHI(Type::getDoubleTy(TheContext), 2, "iftmp");

  PN->addIncoming(ThenV, ThenBB);
  PN->addIncoming(ElseV, ElseBB);
  return PN;
}

Value *ForExprAST::Codegen() {
  // Output this as:
  //   var = alloca double
  //   ...
  //   start = startexpr
  //   store start -> var
  //   goto loop
  // loop:
  //   ...
  //   bodyexpr
  //   ...
  // loopend:
  //   step = stepexpr
  //   endcond = endexpr
  //
  //   curvar = load var
  //   nextvar = curvar + step
  //   store nextvar -> var
  //   br endcond, loop, endloop
  // outloop:

  Function *TheFunction = Builder.GetInsertBlock()->getParent();

  // Create an alloca for the variable in the entry block.
  AllocaInst *Alloca = CreateEntryBlockAlloca(TheFunction, VarName);

  // Emit the start code first, without 'variable' in scope.
  Value *StartVal = Start->Codegen();
  if (StartVal == 0) return 0;

  // Store the value into the alloca.
  Builder.CreateStore(StartVal, Alloca);

  // Make the new basic block for the loop header, inserting after current
  // block.
  BasicBlock *LoopBB = BasicBlock::Create(TheContext, "loop", TheFunction);

  // Insert an explicit fall through from the current block to the LoopBB.
  Builder.CreateBr(LoopBB);

  // Start insertion in LoopBB.
  Builder.SetInsertPoint(LoopBB);

  // Within the loop, the variable is defined equal to the PHI node.  If it
  // shadows an existing variable, we have to restore it, so save it now.
  AllocaInst *OldVal = NamedValues[VarName];
  NamedValues[VarName] = Alloca;

  // Emit the body of the loop.  This, like any other expr, can change the
  // current BB.  Note that we ignore the value computed by the body, but don't
  // allow an error.
  if (Body->Codegen() == 0)
    return 0;

  // Emit the step value.
  Value *StepVal;
  if (Step) {
    StepVal = Step->Codegen();
    if (StepVal == 0) return 0;
  } else {
    // If not specified, use 1.0.
    StepVal = ConstantFP::get(TheContext, APFloat(1.0));
  }

  // Compute the end condition.
  Value *EndCond = End->Codegen();
  if (EndCond == 0) return EndCond;

  // Reload, increment, and restore the alloca.  This handles the case where
  // the body of the loop mutates the variable.
  Value *CurVar = Builder.CreateLoad(Alloca, VarName.c_str());
  Value *NextVar = Builder.CreateFAdd(CurVar, StepVal, "nextvar");
  Builder.CreateStore(NextVar, Alloca);

  // Convert condition to a bool by comparing equal to 0.0.
  EndCond = Builder.CreateFCmpONE(
      EndCond, ConstantFP::get(TheContext, APFloat(0.0)), "loopcond");

  // Create the "after loop" block and insert it.
  BasicBlock *AfterBB =
      BasicBlock::Create(TheContext, "afterloop", TheFunction);

  // Insert the conditional branch into the end of LoopEndBB.
  Builder.CreateCondBr(EndCond, LoopBB, AfterBB);

  // Any new code will be inserted in AfterBB.
  Builder.SetInsertPoint(AfterBB);

  // Restore the unshadowed variable.
  if (OldVal)
    NamedValues[VarName] = OldVal;
  else
    NamedValues.erase(VarName);


  // for expr always returns 0.0.
  return Constant::getNullValue(Type::getDoubleTy(TheContext));
}

Value *VarExprAST::Codegen() {
  std::vector<AllocaInst *> OldBindings;

  Function *TheFunction = Builder.GetInsertBlock()->getParent();

  // Register all variables and emit their initializer.
  for (unsigned i = 0, e = VarNames.size(); i != e; ++i) {
    const std::string &VarName = VarNames[i].first;
    ExprAST *Init = VarNames[i].second;

    // Emit the initializer before adding the variable to scope, this prevents
    // the initializer from referencing the variable itself, and permits stuff
    // like this:
    //  var a = 1 in
    //    var a = a in ...   # refers to outer 'a'.
    Value *InitVal;
    if (Init) {
      InitVal = Init->Codegen();
      if (InitVal == 0) return 0;
    } else { // If not specified, use 0.0.
      InitVal = ConstantFP::get(TheContext, APFloat(0.0));
    }

    AllocaInst *Alloca = CreateEntryBlockAlloca(TheFunction, VarName);
    Builder.CreateStore(InitVal, Alloca);

    // Remember the old variable binding so that we can restore the binding when
    // we unrecurse.
    OldBindings.push_back(NamedValues[VarName]);

    // Remember this binding.
    NamedValues[VarName] = Alloca;
  }

  // Codegen the body, now that all vars are in scope.
  Value *BodyVal = Body->Codegen();
  if (BodyVal == 0) return 0;

  // Pop all our variables from scope.
  for (unsigned i = 0, e = VarNames.size(); i != e; ++i)
    NamedValues[VarNames[i].first] = OldBindings[i];

  // Return the body computation.
  return BodyVal;
}

Function *PrototypeAST::Codegen() {
  // Make the function type:  double(double,double) etc.
  std::vector<Type *> Doubles(Args.size(), Type::getDoubleTy(TheContext));
  FunctionType *FT =
      FunctionType::get(Type::getDoubleTy(TheContext), Doubles, false);

  std::string FnName = MakeLegalFunctionName(Name);

  Module* M = TheHelper->getModuleForNewFunction();

  Function *F = Function::Create(FT, Function::ExternalLinkage, FnName, M);

  // If F conflicted, there was already something named 'FnName'.  If it has a
  // body, don't allow redefinition or reextern.
  if (F->getName() != FnName) {
    // Delete the one we just made and get the existing one.
    F->eraseFromParent();
    F = M->getFunction(Name);

    // If F already has a body, reject this.
    if (!F->empty()) {
      ErrorF("redefinition of function");
      return 0;
    }

    // If F took a different number of args, reject.
    if (F->arg_size() != Args.size()) {
      ErrorF("redefinition of function with different # args");
      return 0;
    }
  }

  // Set names for all arguments.
  unsigned Idx = 0;
  for (Function::arg_iterator AI = F->arg_begin(); Idx != Args.size();
       ++AI, ++Idx)
    AI->setName(Args[Idx]);

  return F;
}

/// CreateArgumentAllocas - Create an alloca for each argument and register the
/// argument in the symbol table so that references to it will succeed.
void PrototypeAST::CreateArgumentAllocas(Function *F) {
  Function::arg_iterator AI = F->arg_begin();
  for (unsigned Idx = 0, e = Args.size(); Idx != e; ++Idx, ++AI) {
    // Create an alloca for this variable.
    AllocaInst *Alloca = CreateEntryBlockAlloca(F, Args[Idx]);

    // Store the initial value into the alloca.
    Builder.CreateStore(AI, Alloca);

    // Add arguments to variable symbol table.
    NamedValues[Args[Idx]] = Alloca;
  }
}

Function *FunctionAST::Codegen() {
  NamedValues.clear();

  Function *TheFunction = Proto->Codegen();
  if (TheFunction == 0)
    return 0;

  // If this is an operator, install it.
  if (Proto->isBinaryOp())
    BinopPrecedence[Proto->getOperatorName()] = Proto->getBinaryPrecedence();

  // Create a new basic block to start insertion into.
  BasicBlock *BB = BasicBlock::Create(TheContext, "entry", TheFunction);
  Builder.SetInsertPoint(BB);

  // Add all arguments to the symbol table and create their allocas.
  Proto->CreateArgumentAllocas(TheFunction);

  if (Value *RetVal = Body->Codegen()) {
    // Finish off the function.
    Builder.CreateRet(RetVal);

    // Validate the generated code, checking for consistency.
    verifyFunction(*TheFunction);

    return TheFunction;
  }

  // Error reading body, remove function.
  TheFunction->eraseFromParent();

  if (Proto->isBinaryOp())
    BinopPrecedence.erase(Proto->getOperatorName());
  return 0;
}

//===----------------------------------------------------------------------===//
// Top-Level parsing and JIT Driver
//===----------------------------------------------------------------------===//

static void HandleDefinition() {
  if (FunctionAST *F = ParseDefinition()) {
    TheHelper->closeCurrentModule();
    if (Function *LF = F->Codegen()) {
#ifndef MINIMAL_STDERR_OUTPUT
      fprintf(stderr, "Read function definition:");
      LF->print(errs());
      fprintf(stderr, "\n");
#endif
    }
  } else {
    // Skip token for error recovery.
    getNextToken();
  }
}

static void HandleExtern() {
  if (PrototypeAST *P = ParseExtern()) {
    if (Function *F = P->Codegen()) {
#ifndef MINIMAL_STDERR_OUTPUT
      fprintf(stderr, "Read extern: ");
      F->print(errs());
      fprintf(stderr, "\n");
#endif
    }
  } else {
    // Skip token for error recovery.
    getNextToken();
  }
}

static void HandleTopLevelExpression() {
  // Evaluate a top-level expression into an anonymous function.
  if (FunctionAST *F = ParseTopLevelExpr()) {
    if (Function *LF = F->Codegen()) {
      // JIT the function, returning a function pointer.
      void *FPtr = TheHelper->getPointerToFunction(LF);

      // Cast it to the right type (takes no arguments, returns a double) so we
      // can call it as a native function.
      double (*FP)() = (double (*)())(intptr_t)FPtr;
#ifdef MINIMAL_STDERR_OUTPUT
      FP();
#else
      fprintf(stderr, "Evaluated to %f\n", FP());
#endif
    }
  } else {
    // Skip token for error recovery.
    getNextToken();
  }
}

/// top ::= definition | external | expression | ';'
static void MainLoop() {
  while (1) {
#ifndef MINIMAL_STDERR_OUTPUT
    fprintf(stderr, "ready> ");
#endif
    switch (CurTok) {
    case tok_eof:    return;
    case ';':        getNextToken(); break;  // ignore top-level semicolons.
    case tok_def:    HandleDefinition(); break;
    case tok_extern: HandleExtern(); break;
    default:         HandleTopLevelExpression(); break;
    }
  }
}

//===----------------------------------------------------------------------===//
// "Library" functions that can be "extern'd" from user code.
//===----------------------------------------------------------------------===//

/// putchard - putchar that takes a double and returns 0.
extern "C"
double putchard(double X) {
  putchar((char)X);
  return 0;
}

/// printd - printf that takes a double prints it as "%f\n", returning 0.
extern "C"
double printd(double X) {
  printf("%f", X);
  return 0;
}

extern "C"
double printlf() {
  printf("\n");
  return 0;
}

//===----------------------------------------------------------------------===//
// Command line input file handler
//===----------------------------------------------------------------------===//

Module* parseInputIR(std::string InputFile) {
  SMDiagnostic Err;
  Module *M = ParseIRFile(InputFile, Err, TheContext);
  if (!M) {
    Err.print("IR parsing failed: ", errs());
    return NULL;
  }

  char ModID[256];
  sprintf(ModID, "IR:%s", InputFile.c_str());
  M->setModuleIdentifier(ModID);

  TheHelper->addModule(M);
  return M;
}

//===----------------------------------------------------------------------===//
// Main driver code.
//===----------------------------------------------------------------------===//

int main(int argc, char **argv) {
  InitializeNativeTarget();
  InitializeNativeTargetAsmPrinter();
  InitializeNativeTargetAsmParser();
  LLVMContext &Context = TheContext;

  cl::ParseCommandLineOptions(argc, argv,
                              "Kaleidoscope example program\n");

  // Install standard binary operators.
  // 1 is lowest precedence.
  BinopPrecedence['='] = 2;
  BinopPrecedence['<'] = 10;
  BinopPrecedence['+'] = 20;
  BinopPrecedence['-'] = 20;
  BinopPrecedence['/'] = 40;
  BinopPrecedence['*'] = 40;  // highest.

  // Prime the first token.
#ifndef MINIMAL_STDERR_OUTPUT
  fprintf(stderr, "ready> ");
#endif
  getNextToken();

  // Make the helper, which holds all the code.
  TheHelper = new MCJITHelper(Context);

  if (!InputIR.empty()) {
    parseInputIR(InputIR);
  }

  // Run the main "interpreter loop" now.
  MainLoop();

#ifndef MINIMAL_STDERR_OUTPUT
  // Print out all of the generated code.
  TheHelper->print(errs());
#endif

  return 0;
}