Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 1 | ===================================================== |
| 2 | Kaleidoscope: Kaleidoscope Introduction and the Lexer |
| 3 | ===================================================== |
| 4 | |
| 5 | .. contents:: |
| 6 | :local: |
| 7 | |
| 8 | The Kaleidoscope Language |
| 9 | ========================= |
| 10 | |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 11 | This tutorial is illustrated with a toy language called |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 12 | "`Kaleidoscope <http://en.wikipedia.org/wiki/Kaleidoscope>`_" (derived |
| 13 | from "meaning beautiful, form, and view"). Kaleidoscope is a procedural |
| 14 | language that allows you to define functions, use conditionals, math, |
| 15 | etc. Over the course of the tutorial, we'll extend Kaleidoscope to |
| 16 | support the if/then/else construct, a for loop, user defined operators, |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 17 | JIT compilation with a simple command line interface, debug info, etc. |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 18 | |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 19 | We want to keep things simple, so the only datatype in Kaleidoscope |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 20 | is a 64-bit floating point type (aka 'double' in C parlance). As such, |
| 21 | all values are implicitly double precision and the language doesn't |
| 22 | require type declarations. This gives the language a very nice and |
| 23 | simple syntax. For example, the following simple example computes |
| 24 | `Fibonacci numbers: <http://en.wikipedia.org/wiki/Fibonacci_number>`_ |
| 25 | |
| 26 | :: |
| 27 | |
| 28 | # Compute the x'th fibonacci number. |
| 29 | def fib(x) |
| 30 | if x < 3 then |
| 31 | 1 |
| 32 | else |
| 33 | fib(x-1)+fib(x-2) |
| 34 | |
| 35 | # This expression will compute the 40th number. |
| 36 | fib(40) |
| 37 | |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 38 | We also allow Kaleidoscope to call into standard library functions - the |
| 39 | LLVM JIT makes this really easy. This means that you can use the |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 40 | 'extern' keyword to define a function before you use it (this is also |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 41 | useful for mutually recursive functions). For example: |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 42 | |
| 43 | :: |
| 44 | |
| 45 | extern sin(arg); |
| 46 | extern cos(arg); |
| 47 | extern atan2(arg1 arg2); |
| 48 | |
| 49 | atan2(sin(.4), cos(42)) |
| 50 | |
| 51 | A more interesting example is included in Chapter 6 where we write a |
| 52 | little Kaleidoscope application that `displays a Mandelbrot |
| 53 | Set <LangImpl06.html#kicking-the-tires>`_ at various levels of magnification. |
| 54 | |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 55 | Let's dive into the implementation of this language! |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 56 | |
| 57 | The Lexer |
| 58 | ========= |
| 59 | |
| 60 | When it comes to implementing a language, the first thing needed is the |
| 61 | ability to process a text file and recognize what it says. The |
| 62 | traditional way to do this is to use a |
| 63 | "`lexer <http://en.wikipedia.org/wiki/Lexical_analysis>`_" (aka |
| 64 | 'scanner') to break the input up into "tokens". Each token returned by |
| 65 | the lexer includes a token code and potentially some metadata (e.g. the |
| 66 | numeric value of a number). First, we define the possibilities: |
| 67 | |
| 68 | .. code-block:: c++ |
| 69 | |
| 70 | // The lexer returns tokens [0-255] if it is an unknown character, otherwise one |
| 71 | // of these for known things. |
| 72 | enum Token { |
| 73 | tok_eof = -1, |
| 74 | |
| 75 | // commands |
| 76 | tok_def = -2, |
| 77 | tok_extern = -3, |
| 78 | |
| 79 | // primary |
| 80 | tok_identifier = -4, |
| 81 | tok_number = -5, |
| 82 | }; |
| 83 | |
| 84 | static std::string IdentifierStr; // Filled in if tok_identifier |
| 85 | static double NumVal; // Filled in if tok_number |
| 86 | |
| 87 | Each token returned by our lexer will either be one of the Token enum |
| 88 | values or it will be an 'unknown' character like '+', which is returned |
| 89 | as its ASCII value. If the current token is an identifier, the |
| 90 | ``IdentifierStr`` global variable holds the name of the identifier. If |
| 91 | the current token is a numeric literal (like 1.0), ``NumVal`` holds its |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 92 | value. We use global variables for simplicity, but this is not the |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 93 | best choice for a real language implementation :). |
| 94 | |
| 95 | The actual implementation of the lexer is a single function named |
| 96 | ``gettok``. The ``gettok`` function is called to return the next token |
| 97 | from standard input. Its definition starts as: |
| 98 | |
| 99 | .. code-block:: c++ |
| 100 | |
| 101 | /// gettok - Return the next token from standard input. |
| 102 | static int gettok() { |
| 103 | static int LastChar = ' '; |
| 104 | |
| 105 | // Skip any whitespace. |
| 106 | while (isspace(LastChar)) |
| 107 | LastChar = getchar(); |
| 108 | |
| 109 | ``gettok`` works by calling the C ``getchar()`` function to read |
| 110 | characters one at a time from standard input. It eats them as it |
| 111 | recognizes them and stores the last character read, but not processed, |
| 112 | in LastChar. The first thing that it has to do is ignore whitespace |
| 113 | between tokens. This is accomplished with the loop above. |
| 114 | |
| 115 | The next thing ``gettok`` needs to do is recognize identifiers and |
| 116 | specific keywords like "def". Kaleidoscope does this with this simple |
| 117 | loop: |
| 118 | |
| 119 | .. code-block:: c++ |
| 120 | |
| 121 | if (isalpha(LastChar)) { // identifier: [a-zA-Z][a-zA-Z0-9]* |
| 122 | IdentifierStr = LastChar; |
| 123 | while (isalnum((LastChar = getchar()))) |
| 124 | IdentifierStr += LastChar; |
| 125 | |
| 126 | if (IdentifierStr == "def") |
| 127 | return tok_def; |
| 128 | if (IdentifierStr == "extern") |
| 129 | return tok_extern; |
| 130 | return tok_identifier; |
| 131 | } |
| 132 | |
| 133 | Note that this code sets the '``IdentifierStr``' global whenever it |
| 134 | lexes an identifier. Also, since language keywords are matched by the |
| 135 | same loop, we handle them here inline. Numeric values are similar: |
| 136 | |
| 137 | .. code-block:: c++ |
| 138 | |
| 139 | if (isdigit(LastChar) || LastChar == '.') { // Number: [0-9.]+ |
| 140 | std::string NumStr; |
| 141 | do { |
| 142 | NumStr += LastChar; |
| 143 | LastChar = getchar(); |
| 144 | } while (isdigit(LastChar) || LastChar == '.'); |
| 145 | |
| 146 | NumVal = strtod(NumStr.c_str(), 0); |
| 147 | return tok_number; |
| 148 | } |
| 149 | |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 150 | This is all pretty straightforward code for processing input. When |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 151 | reading a numeric value from input, we use the C ``strtod`` function to |
| 152 | convert it to a numeric value that we store in ``NumVal``. Note that |
| 153 | this isn't doing sufficient error checking: it will incorrectly read |
| 154 | "1.23.45.67" and handle it as if you typed in "1.23". Feel free to |
Chris Lattner | 0fa6c15 | 2019-04-07 14:23:11 +0000 | [diff] [blame] | 155 | extend it! Next we handle comments: |
Chris Lattner | d80f118 | 2019-04-07 13:14:23 +0000 | [diff] [blame] | 156 | |
| 157 | .. code-block:: c++ |
| 158 | |
| 159 | if (LastChar == '#') { |
| 160 | // Comment until end of line. |
| 161 | do |
| 162 | LastChar = getchar(); |
| 163 | while (LastChar != EOF && LastChar != '\n' && LastChar != '\r'); |
| 164 | |
| 165 | if (LastChar != EOF) |
| 166 | return gettok(); |
| 167 | } |
| 168 | |
| 169 | We handle comments by skipping to the end of the line and then return |
| 170 | the next token. Finally, if the input doesn't match one of the above |
| 171 | cases, it is either an operator character like '+' or the end of the |
| 172 | file. These are handled with this code: |
| 173 | |
| 174 | .. code-block:: c++ |
| 175 | |
| 176 | // Check for end of file. Don't eat the EOF. |
| 177 | if (LastChar == EOF) |
| 178 | return tok_eof; |
| 179 | |
| 180 | // Otherwise, just return the character as its ascii value. |
| 181 | int ThisChar = LastChar; |
| 182 | LastChar = getchar(); |
| 183 | return ThisChar; |
| 184 | } |
| 185 | |
| 186 | With this, we have the complete lexer for the basic Kaleidoscope |
| 187 | language (the `full code listing <LangImpl02.html#full-code-listing>`_ for the Lexer |
| 188 | is available in the `next chapter <LangImpl02.html>`_ of the tutorial). |
| 189 | Next we'll `build a simple parser that uses this to build an Abstract |
| 190 | Syntax Tree <LangImpl02.html>`_. When we have that, we'll include a |
| 191 | driver so that you can use the lexer and parser together. |
| 192 | |
| 193 | `Next: Implementing a Parser and AST <LangImpl02.html>`_ |
| 194 | |