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David Blaikie4a696b02015-02-07 23:23:43 +00001======================================
2Kaleidoscope: Adding Debug Information
3======================================
Sean Silvad7fb3962012-12-05 00:26:32 +00004
5.. contents::
6 :local:
7
Eric Christopher05917fa2014-12-08 18:00:47 +00008Chapter 8 Introduction
9======================
Sean Silvad7fb3962012-12-05 00:26:32 +000010
Eric Christopher05917fa2014-12-08 18:00:47 +000011Welcome to Chapter 8 of the "`Implementing a language with
12LLVM <index.html>`_" tutorial. In chapters 1 through 7, we've built a
13decent little programming language with functions and variables.
14What happens if something goes wrong though, how do you debug your
15program?
Sean Silvad7fb3962012-12-05 00:26:32 +000016
Eric Christopher05917fa2014-12-08 18:00:47 +000017Source level debugging uses formatted data that helps a debugger
18translate from binary and the state of the machine back to the
19source that the programmer wrote. In LLVM we generally use a format
20called `DWARF <http://dwarfstd.org>`_. DWARF is a compact encoding
21that represents types, source locations, and variable locations.
Sean Silvad7fb3962012-12-05 00:26:32 +000022
Eric Christopher05917fa2014-12-08 18:00:47 +000023The short summary of this chapter is that we'll go through the
24various things you have to add to a programming language to
25support debug info, and how you translate that into DWARF.
Sean Silvad7fb3962012-12-05 00:26:32 +000026
Eric Christopher05917fa2014-12-08 18:00:47 +000027Caveat: For now we can't debug via the JIT, so we'll need to compile
28our program down to something small and standalone. As part of this
29we'll make a few modifications to the running of the language and
30how programs are compiled. This means that we'll have a source file
31with a simple program written in Kaleidoscope rather than the
32interactive JIT. It does involve a limitation that we can only
33have one "top level" command at a time to reduce the number of
34changes necessary.
Sean Silvad7fb3962012-12-05 00:26:32 +000035
Eric Christopher05917fa2014-12-08 18:00:47 +000036Here's the sample program we'll be compiling:
Sean Silvad7fb3962012-12-05 00:26:32 +000037
Eric Christopher05917fa2014-12-08 18:00:47 +000038.. code-block:: python
Sean Silvad7fb3962012-12-05 00:26:32 +000039
Eric Christopher05917fa2014-12-08 18:00:47 +000040 def fib(x)
41 if x < 3 then
42 1
43 else
44 fib(x-1)+fib(x-2);
Sean Silvad7fb3962012-12-05 00:26:32 +000045
Eric Christopher05917fa2014-12-08 18:00:47 +000046 fib(10)
Sean Silvad7fb3962012-12-05 00:26:32 +000047
Sean Silvad7fb3962012-12-05 00:26:32 +000048
Eric Christopher05917fa2014-12-08 18:00:47 +000049Why is this a hard problem?
50===========================
Sean Silvad7fb3962012-12-05 00:26:32 +000051
Eric Christopher05917fa2014-12-08 18:00:47 +000052Debug information is a hard problem for a few different reasons - mostly
53centered around optimized code. First, optimization makes keeping source
54locations more difficult. In LLVM IR we keep the original source location
55for each IR level instruction on the instruction. Optimization passes
56should keep the source locations for newly created instructions, but merged
57instructions only get to keep a single location - this can cause jumping
58around when stepping through optimized programs. Secondly, optimization
59can move variables in ways that are either optimized out, shared in memory
60with other variables, or difficult to track. For the purposes of this
61tutorial we're going to avoid optimization (as you'll see with one of the
62next sets of patches).
Sean Silvad7fb3962012-12-05 00:26:32 +000063
Eric Christopher05917fa2014-12-08 18:00:47 +000064Ahead-of-Time Compilation Mode
65==============================
Sean Silvad7fb3962012-12-05 00:26:32 +000066
Eric Christopher05917fa2014-12-08 18:00:47 +000067To highlight only the aspects of adding debug information to a source
68language without needing to worry about the complexities of JIT debugging
69we're going to make a few changes to Kaleidoscope to support compiling
70the IR emitted by the front end into a simple standalone program that
71you can execute, debug, and see results.
Sean Silvad7fb3962012-12-05 00:26:32 +000072
Eric Christopher05917fa2014-12-08 18:00:47 +000073First we make our anonymous function that contains our top level
74statement be our "main":
Sean Silvad7fb3962012-12-05 00:26:32 +000075
Eric Christopher05917fa2014-12-08 18:00:47 +000076.. code-block:: udiff
Sean Silvad7fb3962012-12-05 00:26:32 +000077
Lang Hames09bf4c12015-08-18 18:11:06 +000078 - auto Proto = llvm::make_unique<PrototypeAST>("", std::vector<std::string>());
79 + auto Proto = llvm::make_unique<PrototypeAST>("main", std::vector<std::string>());
Sean Silvad7fb3962012-12-05 00:26:32 +000080
Eric Christopher05917fa2014-12-08 18:00:47 +000081just with the simple change of giving it a name.
Sean Silvad7fb3962012-12-05 00:26:32 +000082
Eric Christopher05917fa2014-12-08 18:00:47 +000083Then we're going to remove the command line code wherever it exists:
Sean Silvad7fb3962012-12-05 00:26:32 +000084
Eric Christopher05917fa2014-12-08 18:00:47 +000085.. code-block:: udiff
Sean Silvad7fb3962012-12-05 00:26:32 +000086
Eric Christopher903f3db2014-12-08 18:48:08 +000087 @@ -1129,7 +1129,6 @@ static void HandleTopLevelExpression() {
88 /// top ::= definition | external | expression | ';'
89 static void MainLoop() {
90 while (1) {
91 - fprintf(stderr, "ready> ");
92 switch (CurTok) {
93 case tok_eof:
94 return;
95 @@ -1184,7 +1183,6 @@ int main() {
96 BinopPrecedence['*'] = 40; // highest.
Eric Christopher05917fa2014-12-08 18:00:47 +000097
Eric Christopher903f3db2014-12-08 18:48:08 +000098 // Prime the first token.
99 - fprintf(stderr, "ready> ");
100 getNextToken();
Eric Christopher05917fa2014-12-08 18:00:47 +0000101
102Lastly we're going to disable all of the optimization passes and the JIT so
103that the only thing that happens after we're done parsing and generating
104code is that the llvm IR goes to standard error:
Sean Silvad7fb3962012-12-05 00:26:32 +0000105
Eric Christopher05917fa2014-12-08 18:00:47 +0000106.. code-block:: udiff
Sean Silvad7fb3962012-12-05 00:26:32 +0000107
Eric Christopher903f3db2014-12-08 18:48:08 +0000108 @@ -1108,17 +1108,8 @@ static void HandleExtern() {
109 static void HandleTopLevelExpression() {
110 // Evaluate a top-level expression into an anonymous function.
Lang Hames09bf4c12015-08-18 18:11:06 +0000111 if (auto FnAST = ParseTopLevelExpr()) {
Lang Hames2d789c32015-08-26 03:07:41 +0000112 - if (auto *FnIR = FnAST->codegen()) {
Eric Christopher903f3db2014-12-08 18:48:08 +0000113 - // We're just doing this to make sure it executes.
114 - TheExecutionEngine->finalizeObject();
115 - // JIT the function, returning a function pointer.
Lang Hames09bf4c12015-08-18 18:11:06 +0000116 - void *FPtr = TheExecutionEngine->getPointerToFunction(FnIR);
Eric Christopher903f3db2014-12-08 18:48:08 +0000117 -
118 - // Cast it to the right type (takes no arguments, returns a double) so we
119 - // can call it as a native function.
120 - double (*FP)() = (double (*)())(intptr_t)FPtr;
121 - // Ignore the return value for this.
122 - (void)FP;
Lang Hames2d789c32015-08-26 03:07:41 +0000123 + if (!F->codegen()) {
Eric Christopher903f3db2014-12-08 18:48:08 +0000124 + fprintf(stderr, "Error generating code for top level expr");
125 }
126 } else {
127 // Skip token for error recovery.
128 @@ -1439,11 +1459,11 @@ int main() {
129 // target lays out data structures.
130 TheModule->setDataLayout(TheExecutionEngine->getDataLayout());
131 OurFPM.add(new DataLayoutPass());
132 +#if 0
133 OurFPM.add(createBasicAliasAnalysisPass());
134 // Promote allocas to registers.
135 OurFPM.add(createPromoteMemoryToRegisterPass());
136 @@ -1218,7 +1210,7 @@ int main() {
137 OurFPM.add(createGVNPass());
138 // Simplify the control flow graph (deleting unreachable blocks, etc).
139 OurFPM.add(createCFGSimplificationPass());
140 -
141 + #endif
142 OurFPM.doInitialization();
Eric Christopher05917fa2014-12-08 18:00:47 +0000143
Eric Christopher903f3db2014-12-08 18:48:08 +0000144 // Set the global so the code gen can use this.
Sean Silvad7fb3962012-12-05 00:26:32 +0000145
Eric Christopher05917fa2014-12-08 18:00:47 +0000146This relatively small set of changes get us to the point that we can compile
147our piece of Kaleidoscope language down to an executable program via this
148command line:
Sean Silvad7fb3962012-12-05 00:26:32 +0000149
Eric Christopher05917fa2014-12-08 18:00:47 +0000150.. code-block:: bash
Sean Silvad7fb3962012-12-05 00:26:32 +0000151
Eric Christopher903f3db2014-12-08 18:48:08 +0000152 Kaleidoscope-Ch8 < fib.ks | & clang -x ir -
Sean Silvad7fb3962012-12-05 00:26:32 +0000153
Eric Christopher05917fa2014-12-08 18:00:47 +0000154which gives an a.out/a.exe in the current working directory.
Sean Silvad7fb3962012-12-05 00:26:32 +0000155
Eric Christopher05917fa2014-12-08 18:00:47 +0000156Compile Unit
157============
Sean Silvad7fb3962012-12-05 00:26:32 +0000158
Eric Christopher05917fa2014-12-08 18:00:47 +0000159The top level container for a section of code in DWARF is a compile unit.
160This contains the type and function data for an individual translation unit
161(read: one file of source code). So the first thing we need to do is
162construct one for our fib.ks file.
Sean Silvad7fb3962012-12-05 00:26:32 +0000163
Eric Christopher05917fa2014-12-08 18:00:47 +0000164DWARF Emission Setup
165====================
Sean Silvad7fb3962012-12-05 00:26:32 +0000166
Eric Christopher05917fa2014-12-08 18:00:47 +0000167Similar to the ``IRBuilder`` class we have a
Alex Denisov596e9792015-12-15 20:50:29 +0000168`DIBuilder <http://llvm.org/doxygen/classllvm_1_1DIBuilder.html>`_ class
Eric Christopher05917fa2014-12-08 18:00:47 +0000169that helps in constructing debug metadata for an llvm IR file. It
170corresponds 1:1 similarly to ``IRBuilder`` and llvm IR, but with nicer names.
171Using it does require that you be more familiar with DWARF terminology than
172you needed to be with ``IRBuilder`` and ``Instruction`` names, but if you
173read through the general documentation on the
Alex Denisov596e9792015-12-15 20:50:29 +0000174`Metadata Format <http://llvm.org/docs/SourceLevelDebugging.html>`_ it
Eric Christopher05917fa2014-12-08 18:00:47 +0000175should be a little more clear. We'll be using this class to construct all
176of our IR level descriptions. Construction for it takes a module so we
177need to construct it shortly after we construct our module. We've left it
178as a global static variable to make it a bit easier to use.
Sean Silvad7fb3962012-12-05 00:26:32 +0000179
Eric Christopher05917fa2014-12-08 18:00:47 +0000180Next we're going to create a small container to cache some of our frequent
181data. The first will be our compile unit, but we'll also write a bit of
182code for our one type since we won't have to worry about multiple typed
183expressions:
Sean Silvad7fb3962012-12-05 00:26:32 +0000184
Eric Christopher05917fa2014-12-08 18:00:47 +0000185.. code-block:: c++
Sean Silvad7fb3962012-12-05 00:26:32 +0000186
Eric Christopher05917fa2014-12-08 18:00:47 +0000187 static DIBuilder *DBuilder;
Sean Silvad7fb3962012-12-05 00:26:32 +0000188
Eric Christopher05917fa2014-12-08 18:00:47 +0000189 struct DebugInfo {
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000190 DICompileUnit *TheCU;
191 DIType *DblTy;
Sean Silvad7fb3962012-12-05 00:26:32 +0000192
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000193 DIType *getDoubleTy();
Eric Christopher05917fa2014-12-08 18:00:47 +0000194 } KSDbgInfo;
195
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000196 DIType *DebugInfo::getDoubleTy() {
Eric Christopher05917fa2014-12-08 18:00:47 +0000197 if (DblTy.isValid())
198 return DblTy;
199
200 DblTy = DBuilder->createBasicType("double", 64, 64, dwarf::DW_ATE_float);
201 return DblTy;
202 }
203
204And then later on in ``main`` when we're constructing our module:
205
206.. code-block:: c++
207
208 DBuilder = new DIBuilder(*TheModule);
209
210 KSDbgInfo.TheCU = DBuilder->createCompileUnit(
211 dwarf::DW_LANG_C, "fib.ks", ".", "Kaleidoscope Compiler", 0, "", 0);
212
213There are a couple of things to note here. First, while we're producing a
214compile unit for a language called Kaleidoscope we used the language
215constant for C. This is because a debugger wouldn't necessarily understand
216the calling conventions or default ABI for a language it doesn't recognize
217and we follow the C ABI in our llvm code generation so it's the closest
218thing to accurate. This ensures we can actually call functions from the
219debugger and have them execute. Secondly, you'll see the "fib.ks" in the
220call to ``createCompileUnit``. This is a default hard coded value since
221we're using shell redirection to put our source into the Kaleidoscope
222compiler. In a usual front end you'd have an input file name and it would
223go there.
224
225One last thing as part of emitting debug information via DIBuilder is that
226we need to "finalize" the debug information. The reasons are part of the
227underlying API for DIBuilder, but make sure you do this near the end of
228main:
229
230.. code-block:: c++
231
232 DBuilder->finalize();
233
234before you dump out the module.
235
236Functions
237=========
238
239Now that we have our ``Compile Unit`` and our source locations, we can add
Lang Hames2d789c32015-08-26 03:07:41 +0000240function definitions to the debug info. So in ``PrototypeAST::codegen()`` we
Eric Christopher05917fa2014-12-08 18:00:47 +0000241add a few lines of code to describe a context for our subprogram, in this
242case the "File", and the actual definition of the function itself.
243
244So the context:
245
246.. code-block:: c++
247
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000248 DIFile *Unit = DBuilder->createFile(KSDbgInfo.TheCU.getFilename(),
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000249 KSDbgInfo.TheCU.getDirectory());
Eric Christopher05917fa2014-12-08 18:00:47 +0000250
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000251giving us an DIFile and asking the ``Compile Unit`` we created above for the
Eric Christopher05917fa2014-12-08 18:00:47 +0000252directory and filename where we are currently. Then, for now, we use some
253source locations of 0 (since our AST doesn't currently have source location
254information) and construct our function definition:
255
256.. code-block:: c++
257
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000258 DIScope *FContext = Unit;
Eric Christopher05917fa2014-12-08 18:00:47 +0000259 unsigned LineNo = 0;
260 unsigned ScopeLine = 0;
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000261 DISubprogram *SP = DBuilder->createFunction(
Eric Christopher05917fa2014-12-08 18:00:47 +0000262 FContext, Name, StringRef(), Unit, LineNo,
263 CreateFunctionType(Args.size(), Unit), false /* internal linkage */,
Peter Collingbourne12ec5052015-11-05 22:55:44 +0000264 true /* definition */, ScopeLine, DINode::FlagPrototyped, false);
265 F->setSubprogram(SP);
Eric Christopher05917fa2014-12-08 18:00:47 +0000266
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000267and we now have an DISubprogram that contains a reference to all of our
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000268metadata for the function.
Eric Christopher05917fa2014-12-08 18:00:47 +0000269
270Source Locations
271================
272
273The most important thing for debug information is accurate source location -
274this makes it possible to map your source code back. We have a problem though,
275Kaleidoscope really doesn't have any source location information in the lexer
276or parser so we'll need to add it.
277
278.. code-block:: c++
279
280 struct SourceLocation {
281 int Line;
282 int Col;
283 };
284 static SourceLocation CurLoc;
285 static SourceLocation LexLoc = {1, 0};
286
287 static int advance() {
288 int LastChar = getchar();
289
290 if (LastChar == '\n' || LastChar == '\r') {
291 LexLoc.Line++;
292 LexLoc.Col = 0;
293 } else
294 LexLoc.Col++;
295 return LastChar;
296 }
297
298In this set of code we've added some functionality on how to keep track of the
299line and column of the "source file". As we lex every token we set our current
300current "lexical location" to the assorted line and column for the beginning
301of the token. We do this by overriding all of the previous calls to
302``getchar()`` with our new ``advance()`` that keeps track of the information
303and then we have added to all of our AST classes a source location:
304
305.. code-block:: c++
306
307 class ExprAST {
308 SourceLocation Loc;
309
310 public:
Lang Hames59b0da82015-08-19 18:15:58 +0000311 ExprAST(SourceLocation Loc = CurLoc) : Loc(Loc) {}
312 virtual ~ExprAST() {}
Lang Hames2d789c32015-08-26 03:07:41 +0000313 virtual Value* codegen() = 0;
Eric Christopher05917fa2014-12-08 18:00:47 +0000314 int getLine() const { return Loc.Line; }
315 int getCol() const { return Loc.Col; }
Lang Hames59b0da82015-08-19 18:15:58 +0000316 virtual raw_ostream &dump(raw_ostream &out, int ind) {
Eric Christopher05917fa2014-12-08 18:00:47 +0000317 return out << ':' << getLine() << ':' << getCol() << '\n';
318 }
319
320that we pass down through when we create a new expression:
321
322.. code-block:: c++
323
Lang Hames09bf4c12015-08-18 18:11:06 +0000324 LHS = llvm::make_unique<BinaryExprAST>(BinLoc, BinOp, std::move(LHS),
325 std::move(RHS));
Eric Christopher05917fa2014-12-08 18:00:47 +0000326
327giving us locations for each of our expressions and variables.
328
329From this we can make sure to tell ``DIBuilder`` when we're at a new source
330location so it can use that when we generate the rest of our code and make
331sure that each instruction has source location information. We do this
332by constructing another small function:
333
334.. code-block:: c++
335
336 void DebugInfo::emitLocation(ExprAST *AST) {
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000337 DIScope *Scope;
Eric Christopher05917fa2014-12-08 18:00:47 +0000338 if (LexicalBlocks.empty())
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000339 Scope = TheCU;
Eric Christopher05917fa2014-12-08 18:00:47 +0000340 else
341 Scope = LexicalBlocks.back();
342 Builder.SetCurrentDebugLocation(
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000343 DebugLoc::get(AST->getLine(), AST->getCol(), Scope));
Eric Christopher05917fa2014-12-08 18:00:47 +0000344 }
345
346that both tells the main ``IRBuilder`` where we are, but also what scope
347we're in. Since we've just created a function above we can either be in
348the main file scope (like when we created our function), or now we can be
349in the function scope we just created. To represent this we create a stack
350of scopes:
351
352.. code-block:: c++
353
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000354 std::vector<DIScope *> LexicalBlocks;
355 std::map<const PrototypeAST *, DIScope *> FnScopeMap;
Eric Christopher05917fa2014-12-08 18:00:47 +0000356
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000357and keep a map of each function to the scope that it represents (an
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000358DISubprogram is also an DIScope).
Eric Christopher05917fa2014-12-08 18:00:47 +0000359
360Then we make sure to:
361
362.. code-block:: c++
363
364 KSDbgInfo.emitLocation(this);
365
366emit the location every time we start to generate code for a new AST, and
367also:
368
369.. code-block:: c++
370
371 KSDbgInfo.FnScopeMap[this] = SP;
372
373store the scope (function) when we create it and use it:
374
375 KSDbgInfo.LexicalBlocks.push_back(&KSDbgInfo.FnScopeMap[Proto]);
376
377when we start generating the code for each function.
378
Eric Christopher0dd4dd32014-12-09 00:28:24 +0000379also, don't forget to pop the scope back off of your scope stack at the
380end of the code generation for the function:
381
382.. code-block:: c++
383
384 // Pop off the lexical block for the function since we added it
385 // unconditionally.
386 KSDbgInfo.LexicalBlocks.pop_back();
387
388Variables
389=========
390
391Now that we have functions, we need to be able to print out the variables
392we have in scope. Let's get our function arguments set up so we can get
393decent backtraces and see how our functions are being called. It isn't
394a lot of code, and we generally handle it when we're creating the
395argument allocas in ``PrototypeAST::CreateArgumentAllocas``.
396
397.. code-block:: c++
398
Duncan P. N. Exon Smitha9308c42015-04-29 16:38:44 +0000399 DIScope *Scope = KSDbgInfo.LexicalBlocks.back();
400 DIFile *Unit = DBuilder->createFile(KSDbgInfo.TheCU.getFilename(),
Duncan P. N. Exon Smith0a35f652015-04-18 00:01:35 +0000401 KSDbgInfo.TheCU.getDirectory());
Duncan P. N. Exon Smith1e40dc42015-07-31 17:55:53 +0000402 DILocalVariable D = DBuilder->createParameterVariable(
403 Scope, Args[Idx], Idx + 1, Unit, Line, KSDbgInfo.getDoubleTy(), true);
Eric Christopher0dd4dd32014-12-09 00:28:24 +0000404
Lang Hames59b0da82015-08-19 18:15:58 +0000405 DBuilder->insertDeclare(Alloca, D, DBuilder->createExpression(),
406 DebugLoc::get(Line, 0, Scope),
407 Builder.GetInsertBlock());
Eric Christopher0dd4dd32014-12-09 00:28:24 +0000408
409Here we're doing a few things. First, we're grabbing our current scope
410for the variable so we can say what range of code our variable is valid
411through. Second, we're creating the variable, giving it the scope,
412the name, source location, type, and since it's an argument, the argument
413index. Third, we create an ``lvm.dbg.declare`` call to indicate at the IR
414level that we've got a variable in an alloca (and it gives a starting
Lang Hames59b0da82015-08-19 18:15:58 +0000415location for the variable), and setting a source location for the
Eric Christopher0dd4dd32014-12-09 00:28:24 +0000416beginning of the scope on the declare.
417
Eric Christopher05917fa2014-12-08 18:00:47 +0000418One interesting thing to note at this point is that various debuggers have
419assumptions based on how code and debug information was generated for them
420in the past. In this case we need to do a little bit of a hack to avoid
421generating line information for the function prologue so that the debugger
422knows to skip over those instructions when setting a breakpoint. So in
423``FunctionAST::CodeGen`` we add a couple of lines:
424
425.. code-block:: c++
426
427 // Unset the location for the prologue emission (leading instructions with no
428 // location in a function are considered part of the prologue and the debugger
429 // will run past them when breaking on a function)
430 KSDbgInfo.emitLocation(nullptr);
431
432and then emit a new location when we actually start generating code for the
433body of the function:
434
435.. code-block:: c++
436
437 KSDbgInfo.emitLocation(Body);
438
Eric Christopher0dd4dd32014-12-09 00:28:24 +0000439With this we have enough debug information to set breakpoints in functions,
440print out argument variables, and call functions. Not too bad for just a
441few simple lines of code!
Eric Christopher05917fa2014-12-08 18:00:47 +0000442
443Full Code Listing
444=================
445
446Here is the complete code listing for our running example, enhanced with
447debug information. To build this example, use:
448
449.. code-block:: bash
450
451 # Compile
Eric Christophera8c6a0a2015-01-08 19:07:01 +0000452 clang++ -g toy.cpp `llvm-config --cxxflags --ldflags --system-libs --libs core mcjit native` -O3 -o toy
Eric Christopher05917fa2014-12-08 18:00:47 +0000453 # Run
454 ./toy
455
456Here is the code:
457
458.. literalinclude:: ../../examples/Kaleidoscope/Chapter8/toy.cpp
459 :language: c++
460
461`Next: Conclusion and other useful LLVM tidbits <LangImpl9.html>`_
Sean Silvad7fb3962012-12-05 00:26:32 +0000462