Is it possible to have a VM instance that executes both HiPE code and the usual "opcode" based objects at the same time?
This question is related to : Erlang OTP release compiles with HiPE?
Yes, that is how the native compiler is integrated. Only those modules that are compiled with the +native option are executing in native machine code, and the rest are interpreted by the BEAM emulator as usual. When you make calls between modules compiled in different ways, a "mode switch" happens. This way, you can mix native and emulated modules seamlessly. Still, you should try to select which modules you native compile so that you avoid mode switches in tight, performance critical loops, because there is a small overhead each time.
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I've been using dart/flutter for a few projects, and I'm really enjoying it.
I've read that when building a mobile app, dart builds a native app with native code. But I've also read that dart has its own VM for performance.
What I'm trying to understand is if that VM is what is used when you build a mobile app, or is it building other code that it compiles for the native app. And if its doing something else, what is the dart VM still used for?
Short answer: yes, Dart VM is still being used when you build your mobile app.
Now longer answer: Dart VM has two different operation modes a JIT one and an AOT one.
In the JIT mode Dart VM is capable of dynamically loading Dart source, parsing it and compiling it to native machine code on the fly to execute it. This mode is used when you develop your app and provides features such as debugging, hot reload, etc.
In the AOT mode Dart VM does not support dynamic loading/parsing/compilation of Dart source code. It only supports loading and executing precompiled machine code. However even precompiled machine code still needs VM to execute, because VM provides runtime system which contains garbage collector, various native methods needed for dart:* libraries to function, runtime type information, dynamic method lookup, etc. This mode is used in your deployed app.
Where does precompiled machine code for the AOT mode comes from? This code is generated by (a special mode of the) VM from your Flutter application when you build your app in the release mode.
You can read more about how Dart VM executes Dart code here.
When the Dart VM is used in release mode, it is not really a VM (virtual machine) in the traditional sense of a virtual computer processor implemented in software, which has its own machine language that is different from the hardware's machine language.
This is what causes the confusion in the original question. In release mode, the Dart VM is basically a runtime library (not much different than runtime libraries required by all high level languages).
The Dart VM is perfectly good for server-side applications, particularly using dart:io to access local files, processes, and sockets.
I am writing an F# port of a program I wrote in native code in the past. I used BenchmarkDotNet to measure its performance. I also placed a native EXE in the application's output directory.
I set my native program as the baseline benchmark and saw it was 5x faster than my F# program. Just as I expected!
However, the native program is posted on GitHub and distributed as a Win64 binary only. In case somebody using another OS tries to run it, it will crash.
So, how to specify that this benchmark will only run on 64-bit Windows?
In BenchmarkDotNet, there is a concept of Jobs. Jobs define how the benchmark should be executed.
So, you can express your "x64 only" condition as a job. Note that there are several different 64x jit-compilers depends on runtime (LegacyJIT-x64 and RyuJIT-x64 for the full .NET Framework, RyuJIT-x64 for .NET Core, and Mono JIT compiler). You can request not only a specific platform but also a specific JIT-compiler (it can significantly affect performance), e.g.:
[<RyuJitX64Job>]
member this.MyAwesomeBenchmark () = // ...
In this case, a user will be notified that it's impossible to compile the benchmark for required platform.
Unfortunately, there is no way to require a specific OS for now (there is only one option: current OS). So, in your case, it's probably better to check System.Environment.Is64BitOperatingSystem and System.Environment.OSVersion at the start and don't run benchmarks on invalid operation systems.
My understanding is that Xamarin's Ahead-of-Time (AOT) Compiler compiles Xamarin.iOS applications directly to native ARM assembly code (How Xamarin works).
What I don't get, however, is why it needs to be called "Ahead-of-Time" as opposed to just being an ordinary compiler. Is there any distinction between Xamarin's AOT compiler and a traditional compiler or is this just a marketing term?
How AOT compares to a traditional JIT compiler
Ahead-of-Time (AOT) compilation is in contrast to Just-in-Time compilation (JIT).
In a nutshell, .NET compilers do not generate platform specific assembly code, they generate .NET bytecode, instructions which are interpreted by the .NET virtual machine. This bytecode is portable, any .NET VM can run it, be it Windows Phone, Mono on Linux, or a JavaScript-based implementation. Unfortunately, because the code has to be interpreted by the VM it is slower than native code which can be executed by the processor itself. That's where JIT and AOT come in.
When a .NET application starts up, the JIT compiler analyzes the bytecode, identifies areas that could be sped up by being translated to native code, and compiles them. During execution, the compiler can also identify hot paths for compilation.
Unfortunately for .NET, Java, and any platform that would benefit from JIT, dynamic code generation is disallowed by the App Store terms of service. Since Xamarin can't perform JIT on the device and they know they're shipping to ARM devices, they can run a JIT-type compiler ahead of time (AOT) and bundle it into the binary.
How AOT compares to a machine code compiler
As mentioned above, AOT translates part of an interpreted bytecode to machine code. It doesn't eliminate the need for a virtual machine bytecode interpreter. The VM will run just as it would if, but occasionally see an instruction that says "Execute this chunk of machine code".
Is this just a marketing term?
No. The message that Xamarin was conveying in that paragraph was that their code performs faster than a simple byte code based language. For both iOS and Android, they are able to execute native code on hot code paths to improve performance. The terms AOT and JIT are technical details about how they do that.
Is there any VM for Erlang that allows you to do compilation on the fly instead of compiling before?
There is a possibility to compile from the shell, thanks Martin.
Now, from the Erlang shell (or some other module!):
1> compile:file("mymod.erl").
{ok,mymod}
2> mymod:myfun().
Hello Joe
Is there any pros or cons with doing this?
Will you still be able to hot swap code?
Is it the regular use-case to handle code?
What benefits does the compiler give you in the end then?
From the Erlang shell, you can compile a module on the fly using c("path/to/module.erl"). You can also access this functionality through the compile module, specifically the compile:file/{1,2} functions.
For example, suppose we have a file mymod.erl:
-module(mymod).
-export([myfun/0]).
myfun() -> io:format("Hello Joe~n").
Now, from the Erlang shell (or some other module!):
1> compile:file("mymod.erl").
{ok,mymod}
2> mymod:myfun().
Hello Joe
See Erldocs on the compile module for more information.
You can do a great deal with the Erlang compiler in runtime. For example, you can dynamically generate code for a module (use erl_syntax!) and then compile it without even writing it to a file using compile:forms/{1,2}.
(Insert standard speech on great power and great responsibility.)
Will you still be able to hot swap code?
Yes.
Is it the regular use-case to handle code?
No. Normally Erlang code is compiled ahead of time into BEAM bytecode. Depending on whether Erlang was started in embedded or interactive mode, the modules are either loaded on startup, or dynamically as they are referenced. If you are building a release, you basically have to compile ahead of time.
What benefits does the compiler give you in the end then?
Well, for one thing, we can build compact releases without unnecessary components like the compiler. Of course, we also get all the traditional benefits of ahead-of-time compilation, particularly that of not having to waste time compiling all the time.
To sum it up, unless you fully understand the implications and have a very good reason not to compile your code ahead of time, please follow the standard practices.
The Erlang VM can only run compiled code! If you want to interpret Erlang code then you need an interpreter. The module erl_eval implements an Erlang interpreter and is part of the standard Erlang/OTP distribution. It is used by the Erlang shell to interpret the expressions entered.
All code handling in the Erlang VM, whether compiling, loading or updating, is done at the module level so it is impossible to compile or load a just one function. The Erlang compiler is written in Erlang and always available and can compile to either a file or a binary which can be immediately loaded into the system. As #MartinTörnwall has pointed out compiling a module from the shell using c(module) is in essence compiling on the fly.
So there would be no problems in automatically compiling code on the fly when it is used, at the module level. It is just that the current system is not designed to work that way and by default when it tries to load a module it only looks for the pre-compiled object file, the .beam file.
Erlang has an interpreter escript. Entire Erlang archive can be written in script. Almost all features are available.
By default, the script will be interpreted. You can force it to be compiled by including the -mode(compile). in the script.
Though it depends on the way you design your application, regular practice is to have .erl files which are compiled and run than having escript files.
So now you have many options.
Compile .erl file to .beam using c(my_module) this auto loads the .beam file. So the existing VM can run it on the fly. On in code you can use compile module functions like file, purge and load to load and run it on the fly.
Compile and keep the .erl files using erlc, erl -make, rebar, etc (Erlang has rich support) and then run it. You can build archives, boot scripts, rel etc to manage running and release of the Erlang software. This usually is the practice for production.
Use escript and run everything in interpreted mode.
Use escript and give -mode(compile) option to tell Erlang VM that at runtime (when starting to run escript) compile the code and run the compiled code (in memory)
Is there any pros or cons with doing this?
Compiled code is faster than interpreted code. I dont see any other right now in Erlang as pretty much everything is supported in both. Erlang even supports combination (Calling compiled code from interpreted code)
Will you still be able to hot swap code?
Yes in all cases. Your code also should be able to handle this.
Is it the regular use-case to handle code?
Option 2 for production. Option for 1 for learning / simple development. Option 3 and 4 in need basis for specific requirements (May be one time running).
What benefits does the compiler give you in the end then?
To make it clear, erlc program provides a common way to run all compilers in the Erlang system and compile module gives an interface to Erlang compilers. Compiler gives intermediate binary .beam file which helps in running Erlang code faster than interpreted counterpart. They also catch syntax errors (compilation errors).
How can I build and compile my own Lua files on Windows? And make them executable.
I am reading Beginning Lua programming, and I have Windows 7 and MacOS Lion both installed. I am having the hard time to follow the instructions. They do not work for me.
On MacOS I open the terminal and put these in:
export LUA_DIR=/usr/local/lib/lua/5.1
mkdir -p /usr/local/lib/lua/5.1 (it tells me, mkdir: illegal option) and I can not follow from here
SET LUA_DIR=”c:\program files\lua\5.1”
As for Windows I do this according to the book.
This what I see in my shell c:\Users\bd>
mkdir "c:\program files\utility" and it tells me access is denied
I have tried to right click on this folder and check off read only, but it does not work.
Any clues would be appreciated, this part has been really confusing for me.
To package your Lua files into an executable on Windows you have several options. There is srlua, there is wxLuaFreeze from wxLua (available as a binary for Windows), and there are more options in this SO answer.
Essentially, the main two options are: (1) append your Lua code to a precompiled exe file, such that it will be loaded and executed when that exe file is run, and (2) convert your Lua code into real executable by compiling it to bytecode, then to C, and then to your target platform.
As to your MacOS issue, mkdir -p means that mkdir is asked to create intermediate directories (for example, you asked to create /a/b/c, it will also create /a/b if those don't exist). As you don't say which version of MacOS you run, it's difficult to provide more detailed answer.
For now the standard distribution of Lua does not compile a script to native executable code; it execute your scripts by first compiling it to bytecode, then by interpreting the bytecode with a reasonnably fast static interpret (this also means that it is easily portable across native or virtual systems, and very resistant to attacks (that could be targetting bugs in the native compiler itself).
Also Lua still does not feature a runtime JIT compiler like Java and .Net: Lua still does not features a VM to produce a safe sandbox.
There exists Lua packages that convert your bytecode (or directly a source script) to a C source that can be used to convert a Lua library into native mode via the same C compiler used to compile the Lua engine itself (this is how the builtin libraries are produced, though they are slightly optimized manually in some time-critical parts).
However it is possible to compile Lua to a javascript source, and run it with fast performance using Javascript, because today's Javascript interprets do have good performance with their implemented VM featuring a JIT compiler for their own bytecodes.
It is also possible by converting it the Lua bytecode to a .Net or Java source that can then be executed directly from Lua (for that you need a version of Lua that has been ported to .Net or Java or Javascript, something that is not so complicate than developing in C/C++ directly a VM with a JIT compiler (a moderately complex part is the bytecode verifier, but the really complex part is the memory manager its garbage collector and its sandbox so that your Lua script will be fully isolated from the Lua engine itself for itw own memory, but the most complex part if the runtime optimizer and collection of profiling statistics: this has been done in the modern VMs for Java, .Net, Javascript, PHP/Zend, Python, Perl...).
I dont know which other language VM would offer the best performance to port Lua and implement on it a compiler to their own bytecode running at near native speed in their VM. But my own small experience with programs (in a much simpler language) self-generating a bytecode that they can run themselves, has always shown me Java winning in performance over .Net and Javascript. This is most probably because Java features an profiling-based dynamic code optimizer
(On the opposite the .Net optimizer runs only once during program installation, using some profiling data collected during the installation of the .Net VM itself, or at first instanciation of the script, without really knowing any profiling data collected during execution of the compiled program itself, and based on some cheked assumptions about the platform capabilities).
I also don't if would be faster in PHP, Python or Perl; the comparison with newer Javascript engines was never attempted though. Porting/compiling a Lua program to Javascript is relatively easy because it implements closures relatively easy for the resolution of linkages. Then the generated Javascript will compile to native code with the excellent Javascript's JIT compilers we have today (and never cease to improve in performance, so much that I've seen various appliactions running now faster in Javascript than before when they were written in C++ or plain C; as well the memory footprint has largely been reduced, we no longer have memory leaks, and even if there's a garbage collector, today's Javascript VM have a very efficient one, which is even better than the GC implemented in the native Lua).
But Lua remains useful as it is easy to secure and sandbox and offers various security benefits (but there are security issues in Lua as well for some kinds of applications, where Javascript offers some solutions, notably for side-channel attacks based on variation of time of execution; but these side-channel attacks are very hard to solve and can affect any system, any program, any programming language, and this starts becoming a critical issue because they are now more esily exploitable; the reason of that comes from hardware optimizations that we depend more and more today when we want to maximize the performances). And with Lua you may be more immune to these problems that a sandboxing sofware environment cannot solve alone.
Probably later we'll see a true VM implementation of Lua with a JIT and self-generating code and the possibility to instanciate new sandboxed VMs to run their self-generated code. It will take more time to generate an EXE file for distribution; notably because it generally requires adding also an installer and a distribution manager.
So for now we could imagine distributing Lua applications compiled to the bytecode of another JIT-capable VM: this generated bytecode would be faster than the Lua bytecode, and would then be extremely complex to reverse-engineer to the semantics of Lua because it would require two separate reverse engineering first from the bytecode of the other VM to the bytecode of Lua, both bytecodes loosing some easiy inferable rules and options tested and foll, and then again to sme Lua source
For the OSX terminal issue:
This command should work
export LUA_DIR=/usr/local/lib/lua/5.1
This command will probably give you permission problems:
mkdir -p /usr/local/lib/lua/5.1
You may try this to solve that. You will be prompted for your password:
sudo mkdir -p /usr/local/lib/lua/5.1
This command has nothing to do with OSX and will not work. This is a windows command:
SET LUA_DIR=”c:\program files\lua\5.1”
You have a permissions problem with Windows- try creating your cmd or PowerShell in Administrator mode. C:\Program Files is a protected directory that a regular user account doesn't have permission to write to.
As for the OS X issue, check out the mkdir OS X manual page to make sure you have the command correct.
So, if I understood your question correctly, you are trying to build Lua on Windows.
This is of course possible, but not easy for beginners. I would highly recommend you to use a binary distribution, which is much easier to install, unless you have special requirements.
Here are several Windows distributions :
Lua Binaries (Lua 5.1 and 5.2)
LuaForWindows (Lua 5.1)
LuaDist (Lua 5.2)