Something is puzzling me after reading the this great answer to a related question:
There are two possibilities to share a function that I wrote in Clojure with Java developers
The first one is providing it in a JAR file so that they can call it as if I had written it in Java. Sounds great for Clojure advocacy.
The second one, the purportedly better way, requires those Java developers to use things like clojure.lang.IFn or clojure.lang.RT and invoking functions by passing their names as strings (!) instead of just calling them.
Why is the second approach "the better one"?
You are sorta setting up a false dichotomy here. Every approach involves creating a jar file: that is just how JVM programs are distributed. But there are 3 different ways for Java code to invoke Clojure code contained in a jar:
Use methods in clojure.lang.RT to initialize the runtime, load files, and then look up vars. This is the old, deprecated approach.
Use methods in clojure.java.api.Clojure to look up functions and invoke them. This is the newer version of (1), and hides some of the messy stuff you could accidentally get wrong.
Use gen-class in the Clojure library to define a more Java-friendly interface to the Clojure functions.
You can still do (3) - there's nothing wrong with it exactly. But gen-class is a pretty clunky tool, and except for the simplest examples like exposing a number of static methods, it's just not a lot of fun, and it's not easy to provide an API that "feels" like a Java API using Clojure.
But you know what's great at providing an API that feels like Java? Java! So what I recommend if you want to make a Clojure library easy to use in Java is to include some Java code in your Clojure library. That Java code, written by you, bridges the language gap. It accesses your Clojure code by mechanism (2) above, and presents a Java-friendly facade so the outside world doesn't have to know there's Clojure underneath.
amalloy/thrift-gen is an example of a library I wrote years ago following this approach. It would not be at all easy to write this in pure Clojure, just because traditional Java idioms are very foreign to Clojure, and it doesn't support them all very well. By writing my own Java shim instead, Java clients get a very comfortable interface to work with, and I can just write Clojure that feels like Clojure instead of a bunch of gen-class nonsense.
My team and I are developing an application that makes use of Flink.
The data will be processed using a computationally-heavy numerical algorithm.
In order to optimize it as much as possible, I would like to write this algorithm in C/C++ rather than in Java.
The question is: is it possible to use C/C++ code within Flink? Perhaps by wrapping it into a Java library?
I've never tested this case in particular. In general, you can always use native code from Java using JNI, the Java Native Interface.
The idea would be to have a Java facade expose your native code and use these methods in your computation graph defined with Flink in Java (or other JVM languages, like Scala). You would have to make both Java and native libraries available on all involved nodes to make this work. If you have an Hadoop cluster you can leverage YARN to ship files along with your job (docs here, see --yarn-ship CLI option).
I would suggest you test this incrementally, with a very small native function exposed. Also, don't underestimate Java's capabilities in terms of performance: with some well thought programming and leveraging JIT and other runtime optimizations, long running processes can enjoy even better performances than similar native code with unmanaged memory.
Keep in mind that this of course resorting to native code will mean restricting the portability of your code to the platforms for which you'll compile your libraries.
I am trying to write a JSON parser (instead of using one of the freely available ones, because of certain project constraints) and have written lex+yacc based version with a simple wrapper C++ class. I have redefined the YY_INPUT macro for lex to read from a memory buffer. Now the deal is to ensure that the parser is thread-safe and I am not sure how easy it is to ensure that. There are two concerns:
Ultimately YY_INPUT is reading from a global object. I could not think of another way of doing this.
I have no idea how many globals does the generated lex/yacc code end up using.
Would be great if folks can share their experience of doing something similar.
Cheers.
PS. We don' t use STL/string or any templates for that matter. We use our own variant-based containers. We use lex+yacc rather than flex+bison, on four major Unices.
I don't have much experience working directly with yacc, but I know that bison supports reentrant parsers that are thread-safe. It also looks like lex supports a reentrant lexer as well, and I'd guess that if you put the two together it should work out just fine.
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I'm getting a little rusty in scripting languages, provided they're popping like mushrooms lately :)
Today I thought that it would be nice to have a scripting language that talks seamlessly to C++, that is, could use C++ classes, and, the most important for me, could be compiled into C++ or some DLL/.SO (plus its .h) so that I could link it into my C++ program and make use of the classes the script defines or implements.
I know I could embed any popular scripting language such as lua, ruby, python... but the interface usually includes some kind of "eval" function that evaluates the provided scripting code. Depending on the tool used to couple C++ and the scripting language, the integration for callbacks of the script into C++ could be more or less easy to write, but I haven't seen any scripting language that actually allows me to write independent modules that are exposed as a .h and .so/dll to my program (maybe along the lines of a scripting language that generates C++ code).
Do you know any such tool/scripting language?
Thanks in advance.
PD. I've been thinking along the lines of Vala or Haskell's GHC. They generate C, but not C++...
UPDATE 2020: Today I would probably go with Lua + Sol2/3 except if I really want to avoid Lua as a language. Chaiscript becomes a good candidate in this case though it is not optimal performance-wise compared to Lua+Sol2/3 (though it was greatly improved through years so it is still good enough in many cases).
Falcon have been dead for some years, RIP.
The following ones are more C++ integration oriented than language bindings :
ChaiScript - trying at the moment in a little project, interesting, this one is MADE with C++ in mind and works by just including a header! Not sure if it's good for a big project yet but will see, try it to have some taste!
(not maintained anymore) Falcon - trying on a big project, excellent; it's not a "one include embed" as ChaiScript but it's because it's really flexible, and totally thought to be used in C++ (only C++ code in libs) - I've decided to stick with it for my biggest project that require a lot of scripting flexibility (comparable to ruby/python )
AngelScript - didn't try yet
GameMonkey - didn't try yet
Io - didn't try yet
For you, if you really want to write your scripting module in C++ and easily expose it to the scripting language, I would recommand going with Falcon. It's totally MADE in C++, all the modules/libraries are written that way.
The question usually asked in this context is: how do I expose my C++ classes so they can be instantiated from script? And the answer is often something like http://www.swig.org/
You're asking the opposite question and it sounds like you're complicating matters a bit. A scripting engine that produced .h files and .so files wouldn't really be a scripting engine - it would be a compiler! In which case you could use C++.
Scripting engines don't work like that. You pass them a script and some callbacks that provide a set of functions that can be called from the script, and the engine interprets the script.
Try lua: http://www.lua.org/
For using C++ classes in lua you can use:
To generate binding use tolua++: http://www.codenix.com/~tolua/
It takes a cleaned up header as input and outputs a c file that does the hard work. Easy, nice and a pleasure to work with.
For using Lua objects in C++ I'd take the approach of writing a generic Proxy object with methods like (field, setField, callMethod, methods, fields).
If you want a dll you could have the .lua as a resource (in Windows, I don't know what could be a suitable equivalent for Linux) and on your DllMain initialize your proxy object with the lua code.
The c++ code can then use the proxy object to call the lua code, with maybe a few introspection methods in the proxy to make this task easier.
You could just reuse the proxy object for every lua library you want to write, just changing the lua code provided to it.
This is slightly outside my area of expertise, but I'm willing to risk the downvotes. :-)
Boost::Python seems to be what you're looking for. It uses a bit of macro magic to do its stuff, but it does expose Python classes to C++ rather cleanly.
I'm the author of LikeMagic, a C++ binding library for the Io language. (I am not the author of Io.)
http://github.com/dennisferron/LikeMagic
One of my explicit goals with LikeMagic is complete and total C++ interoperability, in both directions. LikeMagic will marshal native Io types as C++ types (including converting between STL containers and Io's native List type) and it will represent C++ classes, methods, fields, and arrays within Io. You can even pass a block of Io code out of the Io environment and use it in C++ as a functor!!
Wrapping C++ types up for consumption in Io script is simple, quick and easy. Accessing script objects from C++ does require an "eval" function like you described, but the template based type conversion and marshaling makes it easy to access the result of executing a script string. And there is the aforementioned ability to turn Io block() objects into C++ functors.
Right now the project is still in the early stages, although it is fully operational. I still need to do things like document its build steps and dependencies, and it can only be built with gcc 4.4.1+ (not Microsoft Visual C++) because it uses C++0x features not yet supported in MSVC. However, it does fully support Linux and Windows, and a Mac port is planned.
Now the bad news: Making the scripts produce .h files and .so or .dll files callable from C++ would not only require a compiler (of a sort) but it would also have to be a JIT compiler. That's because (in many scripting languages, but most especially in Io) an object's methods and fields are not known until runtime - and in Io, methods can even be added and removed from live objects! At first I was going to say that the very fact that you're asking for this makes me wonder if perhaps you don't really understand what a dynamic language is. But I do believe in a way of design in which you first try to imagine the ideal or easiest possible way of doing something, and then work backwards from there to what is actually possible. And so I'll admit from an ease-of-use standpoint, what you describe sounds easier to use.
But while it's ideal, and just barely possible (using a script language with JIT compilation), it isn't very practical, so I'm still unsure if what you're asking for is what you really want. If the .h and .so/.dll files are JITted from the script, and the script changes, you'd need to recompile your C++ program to take advantage of the change! Doesn't that violate the main benefit of using script in the first place?
The only way it is practical would be if the interfaces defined the scripts do not change, and you just are making C++ wrappers for script functions. You'd end up having a lot of C++ functions like:
int get_foo() { return script.eval("get_foo()"); }
int get_bar() { return script.eval("get_bar()"); }
I will admit that's cleaner looking code from the point of view of the callers of the wrapper function. But if that's what you want, why not just use reflection in the scripting language and generate a .h file off of the method lists stored in the script objects? This kind of reflection can be easily done in Io. At some point I plan to integrate the OpenC++ source-to-source translator as a callable library from LikeMagic, which means you could even use a robust C++ code generator instead of writing out strings.
You can do this with Lua, but if you have a lot of classes you'll want a tool like SWIG or toLua++ to generate some of the glue code for you.
None of these tools will handle the unusual part of your problem, which is to have a .h file behind which is hidden a scripting language, and to have your C++ code call scripts without knowing that that are scripts. To accomplish this, you will have to do the following:
Write the glue code yourself. (For Lua, this is relatively easy, until you get into classes, whereupon it's not so easy, which is why tools like SWIG and toLua++ exist.)
Hide behind the interface some kind of global state of the scripting interpreter.
Supposing you have multiple .h files that each are implemented using scripts, you have to decide which ones share state in the scripting language and which ones use separate scripting states. (What you basically have is a VM for the scripting language, and the extremes are (a) all .h files use the same VM in common and (b) each .h file has its own separate, isolated VM. Other choices are more complicated.)
If you decide to do this yourself, writing the glue code to turn Lua tables into C++ classes (so that Lua code looks like C++ to the rest of the program) is fairly straightforward. Going in the other direction, where you wrap your C++ in Lua (so that C++ objects look to the scripts like Lua values) is a big pain in the ass.
No matter what you do, you have some work ahead of you.
Google's V8 engine is written in C++, I expect you might be able to integrate it into a project. They talk about doing that in this article.
Good question, I have often thought about this myself, but alas there is no easy solution to this kind of thing. If you are on Windows (I guess not), then you could achieve something like this by creating COM components in C++ and VB (considering that as a scripting language). The talking happens through COM interfaces, which is a nice way to interop between disparate languages. Same holds for .NET based languages which can interop between themselves.
I too am eager to know if something like this exists for C++, preferably open source.
You might check into embedding Guile (a scheme interpreter) or V8 (Google's javascript interpreter - used in Chrome - which is written in C++).
Try the Ring programming language
http://ring-lang.net
(1) Extension using the C/C++ languages
https://en.wikibooks.org/wiki/Ring/Lessons/Extension_using_the_C/C%2B%2B_languages
(2) Embedding Ring Interpreter in C/C++ Programs
https://en.wikibooks.org/wiki/Ring/Lessons/Embedding_Ring_Interpreter_in_C/C%2B%2B_Programs
(3) Code Generator for wrapping C/C++ Libraries
https://en.wikibooks.org/wiki/Ring/Lessons/Code_Generator_for_wrapping_C/C%2B%2B_Libraries
A few semesters back I had a class where we wrote a very rudimentary scheme parser and eventually an interpreter. After the class, I converted my parser into a C++ parser that did a reasonably good job of parsing C++ as long as I didn't do anything fancy with the preprocessor or macros. I could use it to read over my classes and functions and do neat things like automatically generate class readers or writers or set up function callbacks from a text file.
However, my program is pretty limited. I'm sure I could spend some time to make it more robust and do more neat things, but I don't want to spend the time and effort if there are already more robust tools available that do the same thing. I figure there has to be something like this out there since parsers are an essential part of compilers, but I haven't seen tools specifically for automatic code generation that make it easy to go through and play with data structures that represent classes, functions and variables for C++ specifically. Are there tools that do this?
Edit:
Hopefully this will clarify a little bit of what I'm looking for. The program I have runs as a prebuild step in visual studio. It reads over my source files, makes a list of classes, their members, their functions, etc. which is then used to generate new code. Currently I just use it to make it easy to read and write my data structures to a plain text file, but I could do other things as well. The file readers and writers are output into plain .cpp and .h files which I include in the rest of my project just as I would any other file. What I'm looking for are tools that do similar things so I can decide if I should continue to use my own or switch to a some better solution. I'm not looking for anything that generates machine code or edits code that I've written.
A complete parser-building tool like ANTLR or YACC is necessary if you want to parse C++ from scratch, but it's overkill for your purposes.
It reads over my source files, makes a list of classes, their members, their functions, etc. which is then used to generate new code.
Two main options:
GCC-XML can generate a list of classes, members, and functions. The distribution version on their web site is quite old; try the CVS version instead. I don't know about the availability of a Windows port.
Doxygen is designed for producing documentation, but it can also produce an XML output, which you should be able to use to do what you want.
Currently I just use it to make it easy to read and write my data structures to a plain text file...
This is known as serialization. Try Boost.Serialization or maybe libs11n or Google Protocol Buffers. Stack Overflow has further discussion.
...but I could do other things as well.
Other cool applications of this kind of automatic code generation include reflection (inspecting your objects' members at runtime, using duck typing with C++, etc.) and generating wrappers for calling C++ from scripting languages. For a C++ reflection library, see Reflex. For an example of generating wrappers for scripting languages, see Boost.Python or SWIG.
The C++ FAQ Lite has references to YACC grammars for C++. YACC is an old-school parser that was used to generate parser output, clumsy and difficult to learn but very powerful. Nowadays, you'd use Gnu Bison instead of YACC.
Don't forget about Cog. It requires you to know Python. In essence it embeds the output of Python scripts into your code. It's absurdly easy to use, but it takes a totally different approach from things like ANTLR and its purpose is somewhat different.
Maybe Boost::Serialize or ANTLR?
I answered a similar question (re splitting source files into separate header and cpp files) by suggesting the use of lzz.
lzz has a very powerful C++ parser that builds a representation for everything except the bodies of functions. As long as you don't need the contents of the function bodies you you could modify 'lzz' so that it performs the generation step you want.
If you want tools that can parse production C++ code, and carry out arbitrary analyses and transformations, see our DMS Software Reengineering Toolkit and its C++ front end.
It would be straightforward to use the information DMS can provide about C++ code, its structures, types, instances, to generate such access functions. If you wanted to generate access functions in another language, DMS provides means to code transformations from the input language (in this case, C++) to that target language.
Mozilla developed Pork for this kind of thing. I can't say it's easy to use (or even to build), but it is in production.
I've already used professionally the Nvelocity engine combined with C# as a prevoius step to coding, with very good results.