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| # A Syntactically Correct Token Stream | |
| ## Introduction | |
| With some ingenuity in terms of defining token classes and the symbols that | |
| represent them, it is possible to tokenize source code input of certain | |
| programming languages such that the token stream itself is a syntactically | |
| correct program. By the latter we mean that the token stream can be correctly | |
| parsed as a sentence of the language grammar. Of course, all semantic aspects | |
| such as use of identifiers (uniquely declared within a scope), application of | |
| operators to the correctly typed values, etc. are no longer valid. | |
| Apart from being an interesting curiosity, | |
| being syntactically correct makes it possible to read the program as a | |
| template: the complete grammatical structure is still clearly present, | |
| especially if we present the tokenized program text in a pretty-printed form. | |
| The following sections will show the details of the tokenization process as | |
| applied to the programming language C. It should be obvious how a similar | |
| approach can be developed for most imperative programming languages such as | |
| C++, Java, and Python (pretty-printing Python might be a bit of a challenge). | |
| ## Approach | |
| So how can we tokenize C source code in such a way that the result is still | |
| syntactically correct? | |
| The trick to achieve this is to choose the right representative for each | |
| token class, i.e., the symbol used to designate a certain token class is a | |
| correct literal that belongs to that token class, a representative. | |
| Instead of the usual class names like number, operator, punctuator, | |
| we choose representative literals for those classes. | |
| Another subtle detail is to choose the least number of representatives of | |
| operators to ensure that expressions and other constructs involving operators | |
| will remain syntactically correct after the transformation. To represent any | |
| operator we therefore choose the asterisk symbol (`*`) which can either be | |
| used as a unary or an infix operator and moreover allows pointers to be | |
| correctly declared. Unfortunately, replacing all minus signs (`-`) with `*` | |
| might lead to errors in case of negative numbers, hence we make an exception | |
| of it and will add the minus sign as an additional explicit operator token. | |
| All other operators are not further distinguished (they all appear as `*`). | |
| For strings and character literals we make sure that their representatives do | |
| not contain a space character. As is commonly the case, we reserve the space | |
| character as the separator between tokens. That way simply splitting the input | |
| at white-space can fully reconstruct the individual tokens when needed. | |
| Putting all tokens on a single line might cause problems for certain tools | |
| that have some input line length limit. Moreover, the C pre-processor | |
| directives are not free-format and require to be put on a single (logical) | |
| line. To overcome this problem one could simply discard all pre-processor | |
| directives or have the tokenizer respect newlines. It depends on the back-end | |
| processing which solution is to be desired. | |
| ## Token class definitions | |
| Here we define the various token classes and suggest a representative for | |
| each. On the outset we require that the vocabulary of all tokens is closed, | |
| i.e., we prefer a fixed set of token instances. For that reason we let every | |
| keyword represent itself since their class is closed. We will distinguish | |
| between user identifiers and standard identifiers. The former will | |
| collectively be represented by a single class element, say `id`. The latter | |
| must be one of a large set of over 300 names of functions and standard | |
| variables defined by a typical collection of C header files residing in | |
| `/usr/include` and also includes C pre-processor names like `include`, | |
| `define`, `ifdef`, etc. We assume that programmers will not use any of the | |
| standard identifiers for purposes other than their intended meaning, | |
| although this is not in any way required by the language. | |
| The following table summarizes the set of token representatives. | |
| |Representative: | Represents: | |
| |--------------------------|----------- | |
| | `strcpy`, `malloc`, etc. | the standard identifiers (over 300) | |
| | `id` | any identifier | |
| | `[ ] ( ) { } < >` | any of these punctuators | |
| | `; ? : :: , . ...` | any of these punctuators (`::` only for C++) | |
| | `=` | any assignment operator (`+=`, `*=`, etc.) | |
| | `++ --` | auto-increment, auto-decrement | |
| | `-` | exception to better handle negative numbers | |
| | `*` | any other operator (`*` covers more cases than `+`) | |
| | `0` | the number `0` | |
| | `1` | the number `1` | |
| | `123` | any integer number except `0` and `1` | |
| | `3.14` | any floating-point number | |
| | `""` | any string literal | |
| | `'A`' | any character literal | |
| | `#` | the preprocessor symbol `#` | |
| | `##` | the preprocessor symbol `##` (very rare) | |
| ## Example | |
| We will now demonstrate the tokenization of a small C program using the above | |
| suggested scheme. As an example we use the following complete and compilable C | |
| program (`test1.c`) that exhibits many of the different token types. | |
| ```C | |
| #include <stdio.h> | |
| #define N 10 | |
| /* Compute factorial recursively. */ | |
| static int factorial(int i) | |
| { | |
| if (i == 0) | |
| return 1; | |
| else | |
| return i * factorial(i - 1); | |
| } | |
| int main(int argc, char *argv[]) | |
| { | |
| fprintf(stdout, "fac(%d) = %d\n", N, factorial(N)); | |
| return 0; | |
| } | |
| ``` | |
| We tokenize this to CSV format. To save space we only show the first 20 lines | |
| of output: from `tokenize -m csv test1.c`: | |
| ```CSV | |
| line,column,class,token | |
| 1,0,preprocessor,# | |
| 1,1,identifier,include | |
| 1,9,operator,< | |
| 1,10,identifier,stdio | |
| 1,15,operator,. | |
| 1,16,identifier,h | |
| 1,17,operator,> | |
| 3,0,preprocessor,# | |
| 3,1,identifier,define | |
| 3,8,identifier,N | |
| 3,10,integer,10 | |
| 6,0,keyword,static | |
| 6,7,keyword,int | |
| 6,11,identifier,factorial | |
| 6,20,operator,( | |
| 6,21,keyword,int | |
| 6,25,identifier,i | |
| 6,26,operator,) | |
| 7,0,operator,{ | |
| 8,2,keyword,if | |
| ``` | |
| This output is then filtered by a simple AWK script (`filter5.awk`) to turn it | |
| into a stream of the above defined token classes. Here we will use `\` to | |
| indicate line continuations; these are not present in the actual output though. | |
| ```console | |
| # include < id . id > # define id 123 static int id ( int id ) { if \ | |
| ( id * 0 ) return 1 ; else return id * id ( id - 1 ) ; } int main ( \ | |
| int argc , char * argv [ ] ) { fprintf ( stdout , "" , id , id ( id \ | |
| ) ) ; return 0 ; } | |
| ``` | |
| Unfortunately, the C pretty-printer that we use, is not able to correctly | |
| handle the token stream on a single line because of the pre-processor | |
| directives. Our tokenizer however is able to preserve newlines. So using that | |
| option we get the following filtered token stream (`test1.toks`): | |
| ```console | |
| $ tokenize -n -m csv test1.c | ./filter5.awk -v ORS=" " | |
| # include < id . id > | |
| # define id 123 | |
| static int id ( int id ) | |
| { | |
| if ( id * 0 ) | |
| return 1 ; | |
| else | |
| return id * id ( id - 1 ) ; | |
| } | |
| int main ( int argc , char * argv [ ] ) | |
| { | |
| fprintf ( stdout , "" , id , id ( id ) ) ; | |
| return 0 ; | |
| } | |
| ``` | |
| Now this output can easily be pretty-printed to this: | |
| ```C | |
| # include < id . id > | |
| # define id 123 | |
| static int id (int id) | |
| { | |
| if (id * 0) | |
| return 1; | |
| else | |
| return id * id (id - 1); | |
| } | |
| int main (int argc, char *argv []) | |
| { | |
| fprintf (stdout, "", id, id (id)); | |
| return 0; | |
| } | |
| ``` | |
| # Conclusion | |
| A tokenizer followed by a simple AWK filter can render a token stream that | |
| when pretty-printed resembles a template for the original source code. | |