How to dynamically load often re-generated c code

Question

I want to be able to generate C code dynamically and re-load it quickly into my running C program.

I am on Linux, how could this be done?

Can a library .so file on Linux be re-compiled and reloaded at runtime?

Could it be compiled without producing a .so file, could the compiled output somehow go to memory and then be reloaded ? I want to reload the compiled code quickly.

Answer 1

Are you sure C is the right answer here? There are various interpreted languages such as Lua, Bigloo Scheme, or perhaps even Python that embed very well into an existing C application. You can write the dynamic parts using the extension language, which will support reloading code at runtime.

The obvious disadvantage is performance - if you absolutely need the raw speed of compiled C then these may be a no-go.

Answer 2

What you want to do is reasonable, and I am doing exactly that in MELT (a high level domain specific language to extend GCC; MELT is compiled to C, thru a translator itself written in MELT).

First, when generating C code (or many other source languages), a good advice is to keep some sort of abstract syntax tree (AST) in memory. So build first the entire AST of the generated C code, then emit it as C syntax. Don't think of your code generation framework without an explicit AST (in other words, generation of C code with a bunch of printf is a maintenance nightmare, you want to have some intermediate representation).

Second, the main reason to generate C code is to take advantage of a good optimizing compiler (another reason is the portability and ubiquity of C). If you don't care about performance of the generated code (and TCC compiles very quickly C into a very naive and slow machine code) you could use some other approaches, e.g. using some JIT libraries like Gnu lightning (very quick generation of slow machine code), Gnu Libjit or ASMJIT (generated machine code is a bit better), LLVM or GCCJIT (good machine code generated, but generation time comparable to a compiler).

So if you generate C code and want it to run quickly, the compilation time of the C code is not negligible (since you probably would fork a gcc -O -fPIC -shared command to make some shared object foo.so out of your generated foo.c). By experience, generating C code takes much less time than compiling it (with gcc -O). In MELT, the generation of C code is more than 10x faster than its compilation by GCC (and usually 30x faster). But the optimizations done by a C compiler are worth it.

Once you emitted your C code, forked its compilation into a .so shared object, you can dlopen it. Don't be shy, my manydl.c example demonstrates that on Linux you can dlopen a big lot of shared objects (many hundreds of thousands). The real bottleneck is the compilation of the generated C code. In practice, you don't really need to dlclose on Linux (unless you are coding a server program needing to run for months); an unused shared module can stay practically dlopen-ed and you mostly are leaking process address space (which is a cheap resource), since most of that unused .so would be swapped-out. dlopen is done quickly, what takes time is the compilation of a C source, because you really want the optimization to be done by the C compiler.

You coul use many other different approaches, e.g. have a bytecode interpreter and generate for that bytecode, use Common Lisp (e.g. SBCL on Linux which compiles dynamically to machine code), LuaJit, Java, MetaOcaml etc.

As others suggested, you don't care much about the time to write a C file, and it will stay in filesystem cache in practice (see also this). And writing it is much faster than compiling it, so staying in memory is not worth the trouble. Use some tmpfs if you are concerned by I/O times.

addenda

You asked

Can a library .so file on Linux be re-compiled and re- loaded at runtime?

Of course yes: you should fork a command to build the library from the generated C code (e.g. a gcc -O -fPIC -shared generated.c -o generated.so, but you could do it indirectly e.g. by running a make -j, especially if the generated.so is big enough to make it relevant to split the generated.c in several C generated files!) and then you dynamically load your library with dlopen (giving a full path like /some/file/path/to/generated.so, and probably the RTLD_NOW flag, to it) and you have to use dlsym to find relevant symbols inside. Don't think of re-loading (a second time) the same generated.so, better to emit a unique generated1.c (then generated2.c etc...) C file, then to compile it to a unique generated1.so (the second time to generated2.so, etc...) then to dlopen it (and this can be done many hundred thousands of times). You may want to have, in the emitted generated*.c files, some constructor functions which would be executed at dlopen time of the generated*.so

Your base application program should have defined a convention about the set of dlsym-ed names (usually functions) and how they are called. It should only directly call functions in your generated*.so thru dlsym-ed function pointers. In practice you would decide for example that each generated*.c defines a function void dynfoo(int) and int dynbar(int,int) and use dlsym with "dynfoo" and "dynbar" and call these thru function pointers (returned by dlsym). You should also define conventions of how and when these dynfoo and dynbar would be called. You'll better link your base application with -rdynamic so that your generated*.c files could call your application functions.

You don't want your generated*.so to re-define existing names. For instance, you don't want to redefine malloc in your generated*.c and expect all heap allocation functions to magically use your new variant (that probably won't work, and if even if it did, it would be dangerous).

You probably won't bother to dlclose a dynamically loaded shared object, except at application clean-up and exit time (but I don't bother at all to dlclose). If you do dlclose some dynamically loaded generated*.so file, be sure that nothing is used in it: no pointers, not even return addresses in call frames, are existing to it.

P.S. the MELT translator is currently 57KLOC of MELT code translated to nearly 1770KLOC of C code.

Answer 3

Your best bet's probably the TCC compiler, which allows you to do exactly this --- compile source code, add it to your program, run it, all without touching files.

For a more robust but non-C-based solution, you should probably check out the LLVM project, which does much the same thing but from the perspective of producing JITs. You don't get to go via C, instead using a kind of abstract portable machine code, but the generated code is loads faster and it's under more active development.

OTOH if you want to do it all manually by shelling out to gcc, compiling a .so and then loading it yourself, dlopen() and dlclose() will do what you want.

Answer 4

If you want to reload a library dynamically, you can use dlopen function (see mans). It opens a library .so file and returns a void* pointer to it, then you can get a pointer to any function/variable of your library with dlsym.

To compile your libraries in-memory, well, the best thing I think you can do is creating memory filesystem as described here.