Mercurial > hg > CbC > CbC_llvm
annotate docs/tutorial/LangImpl4.rst @ 31:d22a1cf4041c
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author | Kaito Tokumori <e105711@ie.u-ryukyu.ac.jp> |
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date | Thu, 12 Dec 2013 14:37:49 +0900 |
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1 ============================================== |
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2 Kaleidoscope: Adding JIT and Optimizer Support |
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3 ============================================== |
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4 |
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5 .. contents:: |
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6 :local: |
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7 |
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8 Chapter 4 Introduction |
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9 ====================== |
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10 |
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11 Welcome to Chapter 4 of the "`Implementing a language with |
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12 LLVM <index.html>`_" tutorial. Chapters 1-3 described the implementation |
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13 of a simple language and added support for generating LLVM IR. This |
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14 chapter describes two new techniques: adding optimizer support to your |
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15 language, and adding JIT compiler support. These additions will |
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16 demonstrate how to get nice, efficient code for the Kaleidoscope |
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17 language. |
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18 |
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19 Trivial Constant Folding |
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20 ======================== |
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21 |
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22 Our demonstration for Chapter 3 is elegant and easy to extend. |
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23 Unfortunately, it does not produce wonderful code. The IRBuilder, |
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24 however, does give us obvious optimizations when compiling simple code: |
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25 |
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26 :: |
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27 |
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28 ready> def test(x) 1+2+x; |
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29 Read function definition: |
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30 define double @test(double %x) { |
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31 entry: |
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32 %addtmp = fadd double 3.000000e+00, %x |
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33 ret double %addtmp |
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34 } |
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35 |
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36 This code is not a literal transcription of the AST built by parsing the |
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37 input. That would be: |
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38 |
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39 :: |
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40 |
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41 ready> def test(x) 1+2+x; |
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42 Read function definition: |
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43 define double @test(double %x) { |
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44 entry: |
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45 %addtmp = fadd double 2.000000e+00, 1.000000e+00 |
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46 %addtmp1 = fadd double %addtmp, %x |
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47 ret double %addtmp1 |
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48 } |
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49 |
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50 Constant folding, as seen above, in particular, is a very common and |
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51 very important optimization: so much so that many language implementors |
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52 implement constant folding support in their AST representation. |
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53 |
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54 With LLVM, you don't need this support in the AST. Since all calls to |
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55 build LLVM IR go through the LLVM IR builder, the builder itself checked |
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56 to see if there was a constant folding opportunity when you call it. If |
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57 so, it just does the constant fold and return the constant instead of |
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58 creating an instruction. |
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59 |
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60 Well, that was easy :). In practice, we recommend always using |
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61 ``IRBuilder`` when generating code like this. It has no "syntactic |
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62 overhead" for its use (you don't have to uglify your compiler with |
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63 constant checks everywhere) and it can dramatically reduce the amount of |
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64 LLVM IR that is generated in some cases (particular for languages with a |
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65 macro preprocessor or that use a lot of constants). |
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66 |
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67 On the other hand, the ``IRBuilder`` is limited by the fact that it does |
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68 all of its analysis inline with the code as it is built. If you take a |
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69 slightly more complex example: |
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70 |
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71 :: |
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72 |
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73 ready> def test(x) (1+2+x)*(x+(1+2)); |
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74 ready> Read function definition: |
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75 define double @test(double %x) { |
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76 entry: |
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77 %addtmp = fadd double 3.000000e+00, %x |
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78 %addtmp1 = fadd double %x, 3.000000e+00 |
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79 %multmp = fmul double %addtmp, %addtmp1 |
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80 ret double %multmp |
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81 } |
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82 |
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83 In this case, the LHS and RHS of the multiplication are the same value. |
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84 We'd really like to see this generate "``tmp = x+3; result = tmp*tmp;``" |
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85 instead of computing "``x+3``" twice. |
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86 |
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87 Unfortunately, no amount of local analysis will be able to detect and |
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88 correct this. This requires two transformations: reassociation of |
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89 expressions (to make the add's lexically identical) and Common |
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90 Subexpression Elimination (CSE) to delete the redundant add instruction. |
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91 Fortunately, LLVM provides a broad range of optimizations that you can |
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92 use, in the form of "passes". |
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93 |
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94 LLVM Optimization Passes |
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95 ======================== |
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96 |
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97 LLVM provides many optimization passes, which do many different sorts of |
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98 things and have different tradeoffs. Unlike other systems, LLVM doesn't |
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99 hold to the mistaken notion that one set of optimizations is right for |
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100 all languages and for all situations. LLVM allows a compiler implementor |
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101 to make complete decisions about what optimizations to use, in which |
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102 order, and in what situation. |
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103 |
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104 As a concrete example, LLVM supports both "whole module" passes, which |
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105 look across as large of body of code as they can (often a whole file, |
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106 but if run at link time, this can be a substantial portion of the whole |
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107 program). It also supports and includes "per-function" passes which just |
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108 operate on a single function at a time, without looking at other |
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109 functions. For more information on passes and how they are run, see the |
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110 `How to Write a Pass <../WritingAnLLVMPass.html>`_ document and the |
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111 `List of LLVM Passes <../Passes.html>`_. |
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112 |
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113 For Kaleidoscope, we are currently generating functions on the fly, one |
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114 at a time, as the user types them in. We aren't shooting for the |
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115 ultimate optimization experience in this setting, but we also want to |
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116 catch the easy and quick stuff where possible. As such, we will choose |
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117 to run a few per-function optimizations as the user types the function |
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118 in. If we wanted to make a "static Kaleidoscope compiler", we would use |
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119 exactly the code we have now, except that we would defer running the |
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120 optimizer until the entire file has been parsed. |
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121 |
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122 In order to get per-function optimizations going, we need to set up a |
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123 `FunctionPassManager <../WritingAnLLVMPass.html#passmanager>`_ to hold |
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124 and organize the LLVM optimizations that we want to run. Once we have |
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125 that, we can add a set of optimizations to run. The code looks like |
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126 this: |
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127 |
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128 .. code-block:: c++ |
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129 |
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130 FunctionPassManager OurFPM(TheModule); |
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131 |
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132 // Set up the optimizer pipeline. Start with registering info about how the |
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133 // target lays out data structures. |
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134 OurFPM.add(new DataLayout(*TheExecutionEngine->getDataLayout())); |
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135 // Provide basic AliasAnalysis support for GVN. |
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136 OurFPM.add(createBasicAliasAnalysisPass()); |
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137 // Do simple "peephole" optimizations and bit-twiddling optzns. |
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138 OurFPM.add(createInstructionCombiningPass()); |
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139 // Reassociate expressions. |
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140 OurFPM.add(createReassociatePass()); |
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141 // Eliminate Common SubExpressions. |
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142 OurFPM.add(createGVNPass()); |
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143 // Simplify the control flow graph (deleting unreachable blocks, etc). |
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144 OurFPM.add(createCFGSimplificationPass()); |
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145 |
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146 OurFPM.doInitialization(); |
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147 |
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148 // Set the global so the code gen can use this. |
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149 TheFPM = &OurFPM; |
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150 |
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151 // Run the main "interpreter loop" now. |
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152 MainLoop(); |
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153 |
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154 This code defines a ``FunctionPassManager``, "``OurFPM``". It requires a |
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155 pointer to the ``Module`` to construct itself. Once it is set up, we use |
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156 a series of "add" calls to add a bunch of LLVM passes. The first pass is |
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157 basically boilerplate, it adds a pass so that later optimizations know |
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158 how the data structures in the program are laid out. The |
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159 "``TheExecutionEngine``" variable is related to the JIT, which we will |
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160 get to in the next section. |
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161 |
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162 In this case, we choose to add 4 optimization passes. The passes we |
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163 chose here are a pretty standard set of "cleanup" optimizations that are |
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164 useful for a wide variety of code. I won't delve into what they do but, |
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165 believe me, they are a good starting place :). |
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166 |
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167 Once the PassManager is set up, we need to make use of it. We do this by |
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168 running it after our newly created function is constructed (in |
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169 ``FunctionAST::Codegen``), but before it is returned to the client: |
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170 |
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171 .. code-block:: c++ |
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172 |
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173 if (Value *RetVal = Body->Codegen()) { |
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174 // Finish off the function. |
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175 Builder.CreateRet(RetVal); |
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176 |
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177 // Validate the generated code, checking for consistency. |
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178 verifyFunction(*TheFunction); |
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179 |
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180 // Optimize the function. |
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181 TheFPM->run(*TheFunction); |
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182 |
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183 return TheFunction; |
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184 } |
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185 |
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186 As you can see, this is pretty straightforward. The |
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187 ``FunctionPassManager`` optimizes and updates the LLVM Function\* in |
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188 place, improving (hopefully) its body. With this in place, we can try |
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189 our test above again: |
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190 |
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191 :: |
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192 |
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193 ready> def test(x) (1+2+x)*(x+(1+2)); |
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194 ready> Read function definition: |
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195 define double @test(double %x) { |
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196 entry: |
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197 %addtmp = fadd double %x, 3.000000e+00 |
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198 %multmp = fmul double %addtmp, %addtmp |
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199 ret double %multmp |
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200 } |
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201 |
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202 As expected, we now get our nicely optimized code, saving a floating |
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203 point add instruction from every execution of this function. |
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204 |
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205 LLVM provides a wide variety of optimizations that can be used in |
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206 certain circumstances. Some `documentation about the various |
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207 passes <../Passes.html>`_ is available, but it isn't very complete. |
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208 Another good source of ideas can come from looking at the passes that |
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209 ``Clang`` runs to get started. The "``opt``" tool allows you to |
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210 experiment with passes from the command line, so you can see if they do |
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211 anything. |
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212 |
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213 Now that we have reasonable code coming out of our front-end, lets talk |
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214 about executing it! |
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215 |
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216 Adding a JIT Compiler |
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217 ===================== |
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218 |
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219 Code that is available in LLVM IR can have a wide variety of tools |
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220 applied to it. For example, you can run optimizations on it (as we did |
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221 above), you can dump it out in textual or binary forms, you can compile |
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222 the code to an assembly file (.s) for some target, or you can JIT |
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223 compile it. The nice thing about the LLVM IR representation is that it |
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224 is the "common currency" between many different parts of the compiler. |
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225 |
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226 In this section, we'll add JIT compiler support to our interpreter. The |
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227 basic idea that we want for Kaleidoscope is to have the user enter |
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228 function bodies as they do now, but immediately evaluate the top-level |
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229 expressions they type in. For example, if they type in "1 + 2;", we |
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230 should evaluate and print out 3. If they define a function, they should |
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231 be able to call it from the command line. |
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232 |
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233 In order to do this, we first declare and initialize the JIT. This is |
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234 done by adding a global variable and a call in ``main``: |
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235 |
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236 .. code-block:: c++ |
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237 |
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238 static ExecutionEngine *TheExecutionEngine; |
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239 ... |
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240 int main() { |
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241 .. |
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242 // Create the JIT. This takes ownership of the module. |
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243 TheExecutionEngine = EngineBuilder(TheModule).create(); |
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244 .. |
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245 } |
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246 |
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247 This creates an abstract "Execution Engine" which can be either a JIT |
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248 compiler or the LLVM interpreter. LLVM will automatically pick a JIT |
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249 compiler for you if one is available for your platform, otherwise it |
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250 will fall back to the interpreter. |
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251 |
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252 Once the ``ExecutionEngine`` is created, the JIT is ready to be used. |
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253 There are a variety of APIs that are useful, but the simplest one is the |
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254 "``getPointerToFunction(F)``" method. This method JIT compiles the |
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255 specified LLVM Function and returns a function pointer to the generated |
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256 machine code. In our case, this means that we can change the code that |
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257 parses a top-level expression to look like this: |
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258 |
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259 .. code-block:: c++ |
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260 |
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261 static void HandleTopLevelExpression() { |
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262 // Evaluate a top-level expression into an anonymous function. |
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263 if (FunctionAST *F = ParseTopLevelExpr()) { |
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264 if (Function *LF = F->Codegen()) { |
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265 LF->dump(); // Dump the function for exposition purposes. |
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266 |
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267 // JIT the function, returning a function pointer. |
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268 void *FPtr = TheExecutionEngine->getPointerToFunction(LF); |
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269 |
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270 // Cast it to the right type (takes no arguments, returns a double) so we |
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271 // can call it as a native function. |
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272 double (*FP)() = (double (*)())(intptr_t)FPtr; |
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273 fprintf(stderr, "Evaluated to %f\n", FP()); |
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274 } |
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275 |
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276 Recall that we compile top-level expressions into a self-contained LLVM |
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277 function that takes no arguments and returns the computed double. |
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278 Because the LLVM JIT compiler matches the native platform ABI, this |
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279 means that you can just cast the result pointer to a function pointer of |
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280 that type and call it directly. This means, there is no difference |
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281 between JIT compiled code and native machine code that is statically |
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282 linked into your application. |
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283 |
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284 With just these two changes, lets see how Kaleidoscope works now! |
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285 |
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286 :: |
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287 |
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288 ready> 4+5; |
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289 Read top-level expression: |
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290 define double @0() { |
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291 entry: |
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292 ret double 9.000000e+00 |
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293 } |
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294 |
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295 Evaluated to 9.000000 |
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296 |
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297 Well this looks like it is basically working. The dump of the function |
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298 shows the "no argument function that always returns double" that we |
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299 synthesize for each top-level expression that is typed in. This |
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300 demonstrates very basic functionality, but can we do more? |
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301 |
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302 :: |
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303 |
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304 ready> def testfunc(x y) x + y*2; |
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305 Read function definition: |
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306 define double @testfunc(double %x, double %y) { |
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307 entry: |
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308 %multmp = fmul double %y, 2.000000e+00 |
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309 %addtmp = fadd double %multmp, %x |
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310 ret double %addtmp |
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311 } |
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312 |
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313 ready> testfunc(4, 10); |
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314 Read top-level expression: |
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315 define double @1() { |
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316 entry: |
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317 %calltmp = call double @testfunc(double 4.000000e+00, double 1.000000e+01) |
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318 ret double %calltmp |
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319 } |
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320 |
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321 Evaluated to 24.000000 |
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322 |
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323 This illustrates that we can now call user code, but there is something |
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324 a bit subtle going on here. Note that we only invoke the JIT on the |
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325 anonymous functions that *call testfunc*, but we never invoked it on |
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326 *testfunc* itself. What actually happened here is that the JIT scanned |
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327 for all non-JIT'd functions transitively called from the anonymous |
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328 function and compiled all of them before returning from |
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329 ``getPointerToFunction()``. |
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330 |
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331 The JIT provides a number of other more advanced interfaces for things |
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332 like freeing allocated machine code, rejit'ing functions to update them, |
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333 etc. However, even with this simple code, we get some surprisingly |
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334 powerful capabilities - check this out (I removed the dump of the |
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335 anonymous functions, you should get the idea by now :) : |
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336 |
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337 :: |
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338 |
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339 ready> extern sin(x); |
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340 Read extern: |
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341 declare double @sin(double) |
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342 |
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343 ready> extern cos(x); |
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344 Read extern: |
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345 declare double @cos(double) |
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346 |
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347 ready> sin(1.0); |
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348 Read top-level expression: |
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349 define double @2() { |
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350 entry: |
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351 ret double 0x3FEAED548F090CEE |
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352 } |
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353 |
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354 Evaluated to 0.841471 |
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355 |
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356 ready> def foo(x) sin(x)*sin(x) + cos(x)*cos(x); |
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357 Read function definition: |
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358 define double @foo(double %x) { |
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359 entry: |
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360 %calltmp = call double @sin(double %x) |
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361 %multmp = fmul double %calltmp, %calltmp |
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362 %calltmp2 = call double @cos(double %x) |
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363 %multmp4 = fmul double %calltmp2, %calltmp2 |
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364 %addtmp = fadd double %multmp, %multmp4 |
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365 ret double %addtmp |
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366 } |
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367 |
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368 ready> foo(4.0); |
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369 Read top-level expression: |
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370 define double @3() { |
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371 entry: |
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372 %calltmp = call double @foo(double 4.000000e+00) |
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373 ret double %calltmp |
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374 } |
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375 |
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376 Evaluated to 1.000000 |
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377 |
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378 Whoa, how does the JIT know about sin and cos? The answer is |
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379 surprisingly simple: in this example, the JIT started execution of a |
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380 function and got to a function call. It realized that the function was |
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381 not yet JIT compiled and invoked the standard set of routines to resolve |
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382 the function. In this case, there is no body defined for the function, |
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383 so the JIT ended up calling "``dlsym("sin")``" on the Kaleidoscope |
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384 process itself. Since "``sin``" is defined within the JIT's address |
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385 space, it simply patches up calls in the module to call the libm version |
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386 of ``sin`` directly. |
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387 |
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388 The LLVM JIT provides a number of interfaces (look in the |
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389 ``ExecutionEngine.h`` file) for controlling how unknown functions get |
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390 resolved. It allows you to establish explicit mappings between IR |
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391 objects and addresses (useful for LLVM global variables that you want to |
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392 map to static tables, for example), allows you to dynamically decide on |
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393 the fly based on the function name, and even allows you to have the JIT |
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394 compile functions lazily the first time they're called. |
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395 |
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396 One interesting application of this is that we can now extend the |
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397 language by writing arbitrary C++ code to implement operations. For |
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398 example, if we add: |
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399 |
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400 .. code-block:: c++ |
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401 |
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402 /// putchard - putchar that takes a double and returns 0. |
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403 extern "C" |
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404 double putchard(double X) { |
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405 putchar((char)X); |
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406 return 0; |
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407 } |
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408 |
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409 Now we can produce simple output to the console by using things like: |
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410 "``extern putchard(x); putchard(120);``", which prints a lowercase 'x' |
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411 on the console (120 is the ASCII code for 'x'). Similar code could be |
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412 used to implement file I/O, console input, and many other capabilities |
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413 in Kaleidoscope. |
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414 |
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415 This completes the JIT and optimizer chapter of the Kaleidoscope |
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416 tutorial. At this point, we can compile a non-Turing-complete |
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417 programming language, optimize and JIT compile it in a user-driven way. |
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418 Next up we'll look into `extending the language with control flow |
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419 constructs <LangImpl5.html>`_, tackling some interesting LLVM IR issues |
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420 along the way. |
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421 |
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422 Full Code Listing |
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423 ================= |
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424 |
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425 Here is the complete code listing for our running example, enhanced with |
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426 the LLVM JIT and optimizer. To build this example, use: |
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427 |
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428 .. code-block:: bash |
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429 |
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430 # Compile |
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431 clang++ -g toy.cpp `llvm-config --cppflags --ldflags --libs core jit native` -O3 -o toy |
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432 # Run |
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433 ./toy |
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434 |
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435 If you are compiling this on Linux, make sure to add the "-rdynamic" |
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436 option as well. This makes sure that the external functions are resolved |
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437 properly at runtime. |
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438 |
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439 Here is the code: |
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440 |
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441 .. code-block:: c++ |
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442 |
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443 #include "llvm/DerivedTypes.h" |
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444 #include "llvm/ExecutionEngine/ExecutionEngine.h" |
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445 #include "llvm/ExecutionEngine/JIT.h" |
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446 #include "llvm/IRBuilder.h" |
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447 #include "llvm/LLVMContext.h" |
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448 #include "llvm/Module.h" |
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449 #include "llvm/PassManager.h" |
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450 #include "llvm/Analysis/Verifier.h" |
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451 #include "llvm/Analysis/Passes.h" |
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452 #include "llvm/DataLayout.h" |
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453 #include "llvm/Transforms/Scalar.h" |
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454 #include "llvm/Support/TargetSelect.h" |
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455 #include <cstdio> |
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456 #include <string> |
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457 #include <map> |
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458 #include <vector> |
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459 using namespace llvm; |
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460 |
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461 //===----------------------------------------------------------------------===// |
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462 // Lexer |
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463 //===----------------------------------------------------------------------===// |
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464 |
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465 // The lexer returns tokens [0-255] if it is an unknown character, otherwise one |
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466 // of these for known things. |
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467 enum Token { |
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468 tok_eof = -1, |
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469 |
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470 // commands |
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471 tok_def = -2, tok_extern = -3, |
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472 |
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473 // primary |
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474 tok_identifier = -4, tok_number = -5 |
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475 }; |
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476 |
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477 static std::string IdentifierStr; // Filled in if tok_identifier |
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478 static double NumVal; // Filled in if tok_number |
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479 |
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480 /// gettok - Return the next token from standard input. |
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481 static int gettok() { |
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482 static int LastChar = ' '; |
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483 |
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484 // Skip any whitespace. |
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485 while (isspace(LastChar)) |
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486 LastChar = getchar(); |
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487 |
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488 if (isalpha(LastChar)) { // identifier: [a-zA-Z][a-zA-Z0-9]* |
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489 IdentifierStr = LastChar; |
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490 while (isalnum((LastChar = getchar()))) |
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491 IdentifierStr += LastChar; |
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492 |
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493 if (IdentifierStr == "def") return tok_def; |
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494 if (IdentifierStr == "extern") return tok_extern; |
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495 return tok_identifier; |
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496 } |
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497 |
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498 if (isdigit(LastChar) || LastChar == '.') { // Number: [0-9.]+ |
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499 std::string NumStr; |
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500 do { |
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501 NumStr += LastChar; |
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502 LastChar = getchar(); |
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503 } while (isdigit(LastChar) || LastChar == '.'); |
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504 |
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505 NumVal = strtod(NumStr.c_str(), 0); |
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506 return tok_number; |
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507 } |
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508 |
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509 if (LastChar == '#') { |
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510 // Comment until end of line. |
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511 do LastChar = getchar(); |
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512 while (LastChar != EOF && LastChar != '\n' && LastChar != '\r'); |
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513 |
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514 if (LastChar != EOF) |
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515 return gettok(); |
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516 } |
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517 |
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518 // Check for end of file. Don't eat the EOF. |
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519 if (LastChar == EOF) |
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520 return tok_eof; |
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521 |
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522 // Otherwise, just return the character as its ascii value. |
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523 int ThisChar = LastChar; |
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524 LastChar = getchar(); |
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525 return ThisChar; |
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526 } |
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527 |
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528 //===----------------------------------------------------------------------===// |
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529 // Abstract Syntax Tree (aka Parse Tree) |
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530 //===----------------------------------------------------------------------===// |
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531 |
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532 /// ExprAST - Base class for all expression nodes. |
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533 class ExprAST { |
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534 public: |
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535 virtual ~ExprAST() {} |
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536 virtual Value *Codegen() = 0; |
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537 }; |
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538 |
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539 /// NumberExprAST - Expression class for numeric literals like "1.0". |
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540 class NumberExprAST : public ExprAST { |
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541 double Val; |
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542 public: |
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543 NumberExprAST(double val) : Val(val) {} |
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544 virtual Value *Codegen(); |
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545 }; |
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546 |
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547 /// VariableExprAST - Expression class for referencing a variable, like "a". |
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548 class VariableExprAST : public ExprAST { |
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549 std::string Name; |
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550 public: |
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551 VariableExprAST(const std::string &name) : Name(name) {} |
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552 virtual Value *Codegen(); |
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553 }; |
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554 |
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555 /// BinaryExprAST - Expression class for a binary operator. |
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556 class BinaryExprAST : public ExprAST { |
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557 char Op; |
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558 ExprAST *LHS, *RHS; |
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559 public: |
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560 BinaryExprAST(char op, ExprAST *lhs, ExprAST *rhs) |
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561 : Op(op), LHS(lhs), RHS(rhs) {} |
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562 virtual Value *Codegen(); |
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563 }; |
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564 |
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565 /// CallExprAST - Expression class for function calls. |
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566 class CallExprAST : public ExprAST { |
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567 std::string Callee; |
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568 std::vector<ExprAST*> Args; |
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569 public: |
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570 CallExprAST(const std::string &callee, std::vector<ExprAST*> &args) |
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571 : Callee(callee), Args(args) {} |
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572 virtual Value *Codegen(); |
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573 }; |
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574 |
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575 /// PrototypeAST - This class represents the "prototype" for a function, |
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576 /// which captures its name, and its argument names (thus implicitly the number |
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577 /// of arguments the function takes). |
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578 class PrototypeAST { |
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579 std::string Name; |
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580 std::vector<std::string> Args; |
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581 public: |
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582 PrototypeAST(const std::string &name, const std::vector<std::string> &args) |
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583 : Name(name), Args(args) {} |
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584 |
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585 Function *Codegen(); |
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586 }; |
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587 |
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588 /// FunctionAST - This class represents a function definition itself. |
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589 class FunctionAST { |
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590 PrototypeAST *Proto; |
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591 ExprAST *Body; |
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592 public: |
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593 FunctionAST(PrototypeAST *proto, ExprAST *body) |
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594 : Proto(proto), Body(body) {} |
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595 |
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596 Function *Codegen(); |
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597 }; |
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598 |
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599 //===----------------------------------------------------------------------===// |
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600 // Parser |
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601 //===----------------------------------------------------------------------===// |
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602 |
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603 /// CurTok/getNextToken - Provide a simple token buffer. CurTok is the current |
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604 /// token the parser is looking at. getNextToken reads another token from the |
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605 /// lexer and updates CurTok with its results. |
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606 static int CurTok; |
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607 static int getNextToken() { |
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608 return CurTok = gettok(); |
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609 } |
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610 |
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611 /// BinopPrecedence - This holds the precedence for each binary operator that is |
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612 /// defined. |
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613 static std::map<char, int> BinopPrecedence; |
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614 |
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615 /// GetTokPrecedence - Get the precedence of the pending binary operator token. |
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616 static int GetTokPrecedence() { |
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617 if (!isascii(CurTok)) |
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618 return -1; |
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619 |
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620 // Make sure it's a declared binop. |
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621 int TokPrec = BinopPrecedence[CurTok]; |
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622 if (TokPrec <= 0) return -1; |
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623 return TokPrec; |
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624 } |
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625 |
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626 /// Error* - These are little helper functions for error handling. |
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627 ExprAST *Error(const char *Str) { fprintf(stderr, "Error: %s\n", Str);return 0;} |
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628 PrototypeAST *ErrorP(const char *Str) { Error(Str); return 0; } |
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629 FunctionAST *ErrorF(const char *Str) { Error(Str); return 0; } |
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630 |
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631 static ExprAST *ParseExpression(); |
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632 |
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633 /// identifierexpr |
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634 /// ::= identifier |
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635 /// ::= identifier '(' expression* ')' |
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636 static ExprAST *ParseIdentifierExpr() { |
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637 std::string IdName = IdentifierStr; |
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638 |
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639 getNextToken(); // eat identifier. |
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640 |
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641 if (CurTok != '(') // Simple variable ref. |
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642 return new VariableExprAST(IdName); |
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643 |
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644 // Call. |
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645 getNextToken(); // eat ( |
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646 std::vector<ExprAST*> Args; |
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647 if (CurTok != ')') { |
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648 while (1) { |
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649 ExprAST *Arg = ParseExpression(); |
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650 if (!Arg) return 0; |
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651 Args.push_back(Arg); |
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652 |
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653 if (CurTok == ')') break; |
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654 |
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655 if (CurTok != ',') |
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656 return Error("Expected ')' or ',' in argument list"); |
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657 getNextToken(); |
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658 } |
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659 } |
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660 |
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661 // Eat the ')'. |
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662 getNextToken(); |
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663 |
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664 return new CallExprAST(IdName, Args); |
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665 } |
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666 |
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667 /// numberexpr ::= number |
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668 static ExprAST *ParseNumberExpr() { |
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669 ExprAST *Result = new NumberExprAST(NumVal); |
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670 getNextToken(); // consume the number |
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671 return Result; |
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672 } |
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673 |
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674 /// parenexpr ::= '(' expression ')' |
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675 static ExprAST *ParseParenExpr() { |
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676 getNextToken(); // eat (. |
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677 ExprAST *V = ParseExpression(); |
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678 if (!V) return 0; |
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679 |
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680 if (CurTok != ')') |
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681 return Error("expected ')'"); |
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682 getNextToken(); // eat ). |
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683 return V; |
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684 } |
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685 |
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686 /// primary |
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687 /// ::= identifierexpr |
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688 /// ::= numberexpr |
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689 /// ::= parenexpr |
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690 static ExprAST *ParsePrimary() { |
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691 switch (CurTok) { |
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692 default: return Error("unknown token when expecting an expression"); |
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693 case tok_identifier: return ParseIdentifierExpr(); |
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694 case tok_number: return ParseNumberExpr(); |
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695 case '(': return ParseParenExpr(); |
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696 } |
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697 } |
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698 |
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699 /// binoprhs |
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700 /// ::= ('+' primary)* |
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701 static ExprAST *ParseBinOpRHS(int ExprPrec, ExprAST *LHS) { |
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702 // If this is a binop, find its precedence. |
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703 while (1) { |
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704 int TokPrec = GetTokPrecedence(); |
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705 |
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706 // If this is a binop that binds at least as tightly as the current binop, |
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707 // consume it, otherwise we are done. |
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708 if (TokPrec < ExprPrec) |
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709 return LHS; |
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710 |
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711 // Okay, we know this is a binop. |
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712 int BinOp = CurTok; |
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713 getNextToken(); // eat binop |
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714 |
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715 // Parse the primary expression after the binary operator. |
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716 ExprAST *RHS = ParsePrimary(); |
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717 if (!RHS) return 0; |
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718 |
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719 // If BinOp binds less tightly with RHS than the operator after RHS, let |
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720 // the pending operator take RHS as its LHS. |
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721 int NextPrec = GetTokPrecedence(); |
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722 if (TokPrec < NextPrec) { |
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723 RHS = ParseBinOpRHS(TokPrec+1, RHS); |
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724 if (RHS == 0) return 0; |
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725 } |
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726 |
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727 // Merge LHS/RHS. |
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728 LHS = new BinaryExprAST(BinOp, LHS, RHS); |
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729 } |
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730 } |
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731 |
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732 /// expression |
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733 /// ::= primary binoprhs |
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734 /// |
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735 static ExprAST *ParseExpression() { |
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736 ExprAST *LHS = ParsePrimary(); |
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737 if (!LHS) return 0; |
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738 |
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739 return ParseBinOpRHS(0, LHS); |
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740 } |
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741 |
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742 /// prototype |
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743 /// ::= id '(' id* ')' |
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744 static PrototypeAST *ParsePrototype() { |
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745 if (CurTok != tok_identifier) |
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746 return ErrorP("Expected function name in prototype"); |
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747 |
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748 std::string FnName = IdentifierStr; |
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749 getNextToken(); |
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750 |
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751 if (CurTok != '(') |
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752 return ErrorP("Expected '(' in prototype"); |
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753 |
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754 std::vector<std::string> ArgNames; |
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755 while (getNextToken() == tok_identifier) |
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756 ArgNames.push_back(IdentifierStr); |
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757 if (CurTok != ')') |
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758 return ErrorP("Expected ')' in prototype"); |
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759 |
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760 // success. |
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761 getNextToken(); // eat ')'. |
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762 |
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763 return new PrototypeAST(FnName, ArgNames); |
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764 } |
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765 |
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766 /// definition ::= 'def' prototype expression |
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767 static FunctionAST *ParseDefinition() { |
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768 getNextToken(); // eat def. |
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769 PrototypeAST *Proto = ParsePrototype(); |
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770 if (Proto == 0) return 0; |
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771 |
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772 if (ExprAST *E = ParseExpression()) |
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773 return new FunctionAST(Proto, E); |
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774 return 0; |
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775 } |
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776 |
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777 /// toplevelexpr ::= expression |
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778 static FunctionAST *ParseTopLevelExpr() { |
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779 if (ExprAST *E = ParseExpression()) { |
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780 // Make an anonymous proto. |
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781 PrototypeAST *Proto = new PrototypeAST("", std::vector<std::string>()); |
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782 return new FunctionAST(Proto, E); |
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783 } |
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784 return 0; |
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785 } |
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786 |
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787 /// external ::= 'extern' prototype |
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788 static PrototypeAST *ParseExtern() { |
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789 getNextToken(); // eat extern. |
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790 return ParsePrototype(); |
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791 } |
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792 |
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793 //===----------------------------------------------------------------------===// |
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794 // Code Generation |
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795 //===----------------------------------------------------------------------===// |
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796 |
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797 static Module *TheModule; |
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798 static IRBuilder<> Builder(getGlobalContext()); |
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799 static std::map<std::string, Value*> NamedValues; |
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800 static FunctionPassManager *TheFPM; |
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801 |
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802 Value *ErrorV(const char *Str) { Error(Str); return 0; } |
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803 |
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804 Value *NumberExprAST::Codegen() { |
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805 return ConstantFP::get(getGlobalContext(), APFloat(Val)); |
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806 } |
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807 |
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808 Value *VariableExprAST::Codegen() { |
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809 // Look this variable up in the function. |
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810 Value *V = NamedValues[Name]; |
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811 return V ? V : ErrorV("Unknown variable name"); |
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812 } |
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813 |
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814 Value *BinaryExprAST::Codegen() { |
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815 Value *L = LHS->Codegen(); |
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816 Value *R = RHS->Codegen(); |
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817 if (L == 0 || R == 0) return 0; |
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818 |
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819 switch (Op) { |
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820 case '+': return Builder.CreateFAdd(L, R, "addtmp"); |
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821 case '-': return Builder.CreateFSub(L, R, "subtmp"); |
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822 case '*': return Builder.CreateFMul(L, R, "multmp"); |
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823 case '<': |
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824 L = Builder.CreateFCmpULT(L, R, "cmptmp"); |
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825 // Convert bool 0/1 to double 0.0 or 1.0 |
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826 return Builder.CreateUIToFP(L, Type::getDoubleTy(getGlobalContext()), |
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827 "booltmp"); |
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828 default: return ErrorV("invalid binary operator"); |
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829 } |
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830 } |
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831 |
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832 Value *CallExprAST::Codegen() { |
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833 // Look up the name in the global module table. |
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834 Function *CalleeF = TheModule->getFunction(Callee); |
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835 if (CalleeF == 0) |
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836 return ErrorV("Unknown function referenced"); |
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837 |
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838 // If argument mismatch error. |
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839 if (CalleeF->arg_size() != Args.size()) |
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840 return ErrorV("Incorrect # arguments passed"); |
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841 |
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842 std::vector<Value*> ArgsV; |
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843 for (unsigned i = 0, e = Args.size(); i != e; ++i) { |
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844 ArgsV.push_back(Args[i]->Codegen()); |
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845 if (ArgsV.back() == 0) return 0; |
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846 } |
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847 |
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848 return Builder.CreateCall(CalleeF, ArgsV, "calltmp"); |
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849 } |
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850 |
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851 Function *PrototypeAST::Codegen() { |
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852 // Make the function type: double(double,double) etc. |
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853 std::vector<Type*> Doubles(Args.size(), |
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854 Type::getDoubleTy(getGlobalContext())); |
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855 FunctionType *FT = FunctionType::get(Type::getDoubleTy(getGlobalContext()), |
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856 Doubles, false); |
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857 |
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858 Function *F = Function::Create(FT, Function::ExternalLinkage, Name, TheModule); |
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859 |
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860 // If F conflicted, there was already something named 'Name'. If it has a |
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861 // body, don't allow redefinition or reextern. |
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862 if (F->getName() != Name) { |
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863 // Delete the one we just made and get the existing one. |
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864 F->eraseFromParent(); |
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865 F = TheModule->getFunction(Name); |
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866 |
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867 // If F already has a body, reject this. |
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868 if (!F->empty()) { |
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869 ErrorF("redefinition of function"); |
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870 return 0; |
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871 } |
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872 |
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873 // If F took a different number of args, reject. |
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874 if (F->arg_size() != Args.size()) { |
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875 ErrorF("redefinition of function with different # args"); |
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876 return 0; |
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877 } |
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878 } |
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879 |
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880 // Set names for all arguments. |
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881 unsigned Idx = 0; |
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882 for (Function::arg_iterator AI = F->arg_begin(); Idx != Args.size(); |
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883 ++AI, ++Idx) { |
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884 AI->setName(Args[Idx]); |
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885 |
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886 // Add arguments to variable symbol table. |
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887 NamedValues[Args[Idx]] = AI; |
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888 } |
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889 |
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890 return F; |
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891 } |
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892 |
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893 Function *FunctionAST::Codegen() { |
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894 NamedValues.clear(); |
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895 |
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896 Function *TheFunction = Proto->Codegen(); |
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897 if (TheFunction == 0) |
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898 return 0; |
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899 |
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900 // Create a new basic block to start insertion into. |
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901 BasicBlock *BB = BasicBlock::Create(getGlobalContext(), "entry", TheFunction); |
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902 Builder.SetInsertPoint(BB); |
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903 |
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904 if (Value *RetVal = Body->Codegen()) { |
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905 // Finish off the function. |
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906 Builder.CreateRet(RetVal); |
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907 |
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908 // Validate the generated code, checking for consistency. |
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909 verifyFunction(*TheFunction); |
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910 |
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911 // Optimize the function. |
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912 TheFPM->run(*TheFunction); |
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913 |
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914 return TheFunction; |
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915 } |
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916 |
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917 // Error reading body, remove function. |
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918 TheFunction->eraseFromParent(); |
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919 return 0; |
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920 } |
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921 |
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922 //===----------------------------------------------------------------------===// |
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923 // Top-Level parsing and JIT Driver |
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924 //===----------------------------------------------------------------------===// |
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925 |
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926 static ExecutionEngine *TheExecutionEngine; |
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927 |
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928 static void HandleDefinition() { |
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929 if (FunctionAST *F = ParseDefinition()) { |
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930 if (Function *LF = F->Codegen()) { |
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931 fprintf(stderr, "Read function definition:"); |
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932 LF->dump(); |
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933 } |
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934 } else { |
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935 // Skip token for error recovery. |
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936 getNextToken(); |
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parents:
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937 } |
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938 } |
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939 |
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940 static void HandleExtern() { |
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941 if (PrototypeAST *P = ParseExtern()) { |
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942 if (Function *F = P->Codegen()) { |
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943 fprintf(stderr, "Read extern: "); |
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944 F->dump(); |
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945 } |
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946 } else { |
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parents:
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947 // Skip token for error recovery. |
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parents:
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948 getNextToken(); |
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parents:
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949 } |
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950 } |
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|
951 |
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952 static void HandleTopLevelExpression() { |
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953 // Evaluate a top-level expression into an anonymous function. |
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954 if (FunctionAST *F = ParseTopLevelExpr()) { |
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955 if (Function *LF = F->Codegen()) { |
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956 fprintf(stderr, "Read top-level expression:"); |
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957 LF->dump(); |
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958 |
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959 // JIT the function, returning a function pointer. |
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960 void *FPtr = TheExecutionEngine->getPointerToFunction(LF); |
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961 |
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962 // Cast it to the right type (takes no arguments, returns a double) so we |
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963 // can call it as a native function. |
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964 double (*FP)() = (double (*)())(intptr_t)FPtr; |
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965 fprintf(stderr, "Evaluated to %f\n", FP()); |
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966 } |
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967 } else { |
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968 // Skip token for error recovery. |
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969 getNextToken(); |
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970 } |
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971 } |
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972 |
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973 /// top ::= definition | external | expression | ';' |
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974 static void MainLoop() { |
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975 while (1) { |
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976 fprintf(stderr, "ready> "); |
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977 switch (CurTok) { |
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978 case tok_eof: return; |
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979 case ';': getNextToken(); break; // ignore top-level semicolons. |
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980 case tok_def: HandleDefinition(); break; |
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981 case tok_extern: HandleExtern(); break; |
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982 default: HandleTopLevelExpression(); break; |
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983 } |
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984 } |
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985 } |
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986 |
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987 //===----------------------------------------------------------------------===// |
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988 // "Library" functions that can be "extern'd" from user code. |
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989 //===----------------------------------------------------------------------===// |
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990 |
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991 /// putchard - putchar that takes a double and returns 0. |
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992 extern "C" |
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993 double putchard(double X) { |
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994 putchar((char)X); |
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995 return 0; |
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996 } |
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997 |
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998 //===----------------------------------------------------------------------===// |
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999 // Main driver code. |
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1000 //===----------------------------------------------------------------------===// |
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1001 |
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1002 int main() { |
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1003 InitializeNativeTarget(); |
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1004 LLVMContext &Context = getGlobalContext(); |
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1005 |
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1006 // Install standard binary operators. |
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1007 // 1 is lowest precedence. |
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1008 BinopPrecedence['<'] = 10; |
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1009 BinopPrecedence['+'] = 20; |
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1010 BinopPrecedence['-'] = 20; |
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1011 BinopPrecedence['*'] = 40; // highest. |
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1012 |
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1013 // Prime the first token. |
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1014 fprintf(stderr, "ready> "); |
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1015 getNextToken(); |
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1016 |
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1017 // Make the module, which holds all the code. |
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1018 TheModule = new Module("my cool jit", Context); |
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1019 |
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1020 // Create the JIT. This takes ownership of the module. |
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1021 std::string ErrStr; |
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1022 TheExecutionEngine = EngineBuilder(TheModule).setErrorStr(&ErrStr).create(); |
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1023 if (!TheExecutionEngine) { |
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1024 fprintf(stderr, "Could not create ExecutionEngine: %s\n", ErrStr.c_str()); |
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1025 exit(1); |
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1026 } |
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1027 |
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1028 FunctionPassManager OurFPM(TheModule); |
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1029 |
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1030 // Set up the optimizer pipeline. Start with registering info about how the |
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1031 // target lays out data structures. |
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1032 OurFPM.add(new DataLayout(*TheExecutionEngine->getDataLayout())); |
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1033 // Provide basic AliasAnalysis support for GVN. |
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1034 OurFPM.add(createBasicAliasAnalysisPass()); |
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1035 // Do simple "peephole" optimizations and bit-twiddling optzns. |
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1036 OurFPM.add(createInstructionCombiningPass()); |
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1037 // Reassociate expressions. |
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1038 OurFPM.add(createReassociatePass()); |
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1039 // Eliminate Common SubExpressions. |
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1040 OurFPM.add(createGVNPass()); |
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1041 // Simplify the control flow graph (deleting unreachable blocks, etc). |
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1042 OurFPM.add(createCFGSimplificationPass()); |
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1043 |
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1044 OurFPM.doInitialization(); |
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1045 |
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1046 // Set the global so the code gen can use this. |
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1047 TheFPM = &OurFPM; |
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1048 |
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1049 // Run the main "interpreter loop" now. |
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1050 MainLoop(); |
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1051 |
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1052 TheFPM = 0; |
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1053 |
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1054 // Print out all of the generated code. |
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1055 TheModule->dump(); |
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1056 |
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1057 return 0; |
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1058 } |
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1059 |
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1060 `Next: Extending the language: control flow <LangImpl5.html>`_ |
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1061 |