Moving from static language to dynamic - dynamic

There are a lot of discussions all over the internet and on SO, i.e. here and here, about static vs dynamic languages.
I'm not going to ask again about one vs another. Instead, my question is for those who moved (or at least tried to move) from static typed language to dynamic.
I'm not talking about moderate usage of JS on your web page or other scripting language embedded into statically typed software or small personal scripts. I mean moving to dynamic language as your primary general purpose language for developing production quality software in team.
Was that easy? What was the biggest advantage and the biggest challenge? Was it fun? :)
UPD: Did you find IDE support good enough? Did you find that you need less IDE support?

Was that easy?
Moderately. Some Java-isms are hard habits to break. My first six months, I wrote Python with ;'s. Icky. Once I was over it, though, I haven't looked back.
What was the biggest advantage?
Moving from the "write -> compile -> build -> run -> break -> debug -> write" cycle to a "write -> run -> break -> write" cycle. It takes time to get used to immediate gratification from the Python command-line interpreter. I was soooo used to endless design and planning before attempting to write (much less compile) any code.
At first I considered the python command line to be a kind of "education-only" interface. Then reading docstrings, doctests, and user guides where the application is being typed at the >>> prompt, I started to realize that the truly great Python software boils complexity and nuance down to stuff you can type interactively.
[I wish I could design stuff that worked that cleanly.]
What was the biggest challenge?
Multiple inheritance. I use it very rarely.
Was it fun?
So far.
It's also amazingly productive. More time with user requirements and real data. Less time planning an inheritance hierarchy with proper interfaces to capture meaning and compile correctly and be extensible enough to last at least to the next revision.

If I were you, I would try Scala!!!.
Scala has some aspects really interesting that lets you feel like doing dynamic, while doing static.
Scala is a statically typed language
with dynamic typed smell, because the
compiler makes you less repetitive
inferring your assignments.
A compiled language with a warm and
wonderful script flavor.Cause you can use the scala console, or even write scripts just like ruby or python. So you can choose between "write -> compile -> build -> run -> break -> debug -> write" or "write -> run -> break -> write" as S.Lott said.
Scala is a complete Functional
language with full support for OO. So you don't lose many important OO aspects like inheritance, encapsulation, polymorphism, etc.
Why answering you questions suggesting Scala? Because I tryed script languages before, and the main was Ruby. And it was just like S.Lott said. But not so easy for me and my team. Most of time static is safe, less error prone, and even faster if you have the right language.
Answering you three questions putting Scala inside we have:
Was that easy?
Yes. Sometimes you need to concentrate to leave you old concepts aside and go deep.
What was the biggest advantage?
You feel in home cause you don't need to change you environment or rewrite existing applications to migrate to Scala (talking about Java). If you come from Java, you can start playing with Scala after reading some articles. Not too much effort. Another important advantage is the use of a functional language en its embedded power.
Was it fun?
Sure! Changing your mind, changing your way to solve problems to the best is for sure funny.
This is my vision. You don't exactly need to leave off static to grab the advantage of dynamic.

Nice question.
I am now working in Ruby, PHP and ActionScript (the least dynamic of the three) instead of languages that I would prefer, like Java and C#. But beggars, I mean, workers in this economy, can't be choosers. Or rather, you have to choose your battles and your master.
It's hard to compare Ruby and Java because they've got more than one difference, and you only asked about the dynamic/static thing (and not even about the strongly vs. weakly-typed thing!). But on that front, what affects me most is always the IDE. I was always horrified when other Java programmers used Notepad or Textpad to write code, and nowadays there are just too many advantages of a good IDE for that madness. Not true with Ruby! I use Netbeans and it does really well, but one of the main differences is that I have to actually type code. Autocomplete, for me, was/is a way of life (I write SMS messages in full English/Spanish with the predictive dictionary, for instance, and never use abbreviations) and writing Ruby code does require more work.
So at first it was painful and I was constantly looking at, for instance, function names of classes that I had written (or that are part of Ruby) just to get the spelling right! So that sucked, I thought, and I continued to think that until...
I moved back to ActionScript the other day, and to get my IDE autocompleting (FlashDevelop or FlexBuilder) I declare all variables with types (strongly-typed by choice, if you will)... and suddenly I thought what a friggin' hassle!
And then today I had to do some feature additions on a Ruby project and it felt free and cool. The code is clean, and why would I be informing the IDE of what I'm trying to write anyway?
So I would say that 1) the biggest challenges are learning the language and the framework you're working in, like always 2) it's been amazingly fun and deeply eye-opening. New languages always carry new things with them, but dynamic languages just feel different. And that's just the kind of thing that gets you to wake up at 7am and do some coding on a Sunday morning before falling asleep again.
I like programming and like most of you, I've spent some time with stored procedures, XSL, static, dynamic, whatever... it's all fun, and they all feel totally different. In the end, the framework you are working in will be the thing that will convince you too stay or not (if you have a choice), I think, but languages are to learned, studied and experienced, not compared.

I can't qualify myself fully under that handle but I did spend a while writing some an interesting Python mini-game after having spent many years writing Java. So, I might be mixing a little bit of moving from compiled to interpreted along with it.
I found myself using notation to mimic static typing. :)
However, I did find myself cranking code out at a slightly better clip. Having an interpreter is a godsend as far as learning new language/writing new code. The shorter the time between finishing a line of code and seeing it work, the faster you can write, and I think that is probably the best thing most dynamic and interpreted languages.
My code didn't look too different, all things considered. Though, Python has a lot of fun data structures. :)

I'm also interested in this topic.
Tried do dive into Ruby and Rails a while ago, and it really helped me to grasp the ASP.Net MVC stuff, which i think is a bit too chalenging at first for average .net developer.
If you're interested more on moving in this direction, or curious about how some developers moved from static to dynamic languages as their full time jobs, i highly recommend this Alt.Net podcast.

Related

How to improve my programming language?

Hello everybody I have been making a programming language for some time now as a good learning experience etc and improving my programming skills.
It can use a lot of improvements and I'm sure somebody might be willing to find things that I can improve or help make it better.
My programming language has syntax, arrays etc very similar to PHP but with macro features like AutoIt and RegEx syntax of Perl etc. It is a bit of a mix and match of many features I liked most about other languages.
It includes a vast number of functions as shown here
Function Reference
With a pretty largely documented language features and syntax here
Language Reference
I'm looking to improve my language in every way possible which includes but not limited to finding bugs, creating test cases (to test all features and report success) etc.
I'm looking for people willing to help out or test or try make things and see how well it goes or perhaps find it useful and enjoy it.
If you can or know somebody who will be willing to help improve my language let me know.
Project Goals:
Get everything tested and make sure it all works (I can estimate at least 90+% works correctly)
Create a test script for every function where all tests get run from a single script (partially started)
Create a new GUI system (the current one works fine and can produce good applications but needs a remake)
Add another 1000 functions (Specifically all the stuff that's lacking such as Date/XML etc)
Create a series of games in Sputnik (So far I have completed one game which is a full Pengo remake of the original Amiga game it looks/works/runs exactly same as original)
Create a proper IDE (Even if that means using Eclipse or something) for Sputnik the current IDE is made in Sputnik and although its not bad it is lacking a ton of stuff that more advanced IDE's have
Complete the XNA library for Sputnik or drop it in favor of SDL/OpenGL
Support all .NET types natively (Currently this is only partial but yet surprisingly good seeing DotNet on wiki will show what's done so far on that)
Need a Linux+Mac DLL creating to provide all additional features to Sputnik specific for them platforms (Sputnik runs on Mono) currently only Windows gets a beefy dll and provides around 200 extra functions to Sputnik.
Finalize the grammar so it never changes to do this it will need to be perfect
Fix the wiki so all functions have correct argument names (instead of expression, expression2) and also fix all Return 1,0 to true/false (Boolean was added later to Sputnik after hundreds of functions were documented...)
Need to make a very extensive Win32 include scripts for Sputnik (Sputnik supports calling DLL files and creating C++ style structures for use in such DLL calls) so it can use all windows APIs directly
I want something similar to LPEG for Sputnik of course Sputniks build in parser is very powerful but it does require an IDE to generate it's grammar sheets where as something like LPEG could be done in user code
I want to complete LINQ in Sputnik so far only Where() is complete and that is just a prototype it wants a complete LINQ implementation (I like LINQ)
Design philosophy
Sputnik supports the Perl idea of "There is an insane number of ways to do one thing" (as demonstrated by having an Unless to go with the If and so on) that said Sputnik code can be very clear and easy to understand and very simplified.
I believe in strongly shortened code and will always seek to use the lowest amount of code possible to get the job done (As long as it's the fastest)
Sputnik includes the "my" keyword to make a value be local scope only same a Perl this helps with a good design
Operator lgi
Test if first value is lower or higher than the second (both treated as strings, case insensitive).
Who asked for that feature?

Various questions regarding pure OO (Getting set up WITHOUT an ide; Tutorials; The associated books) [closed]

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I've been wanting to get into a pure-OO language for a while now, but I'm put off by the fact that they all seem to demand an IDE and I can't find any good tutorials that aren't in video format.
I'm happy to use an IDE later, but I don't want to learn the language through one. What I'm looking for is a simple console interpreter or command-line compiler such as gcc, ghc, ghci and the python IDLE (yes, it's an IDE, but it's so minimalist that it may as well just be a commandline interpretter). I find that I learn a language faster, better and more comprehensively when I'm not trying to grapple with an IDE at the same time. So please, don't tell me that squeak is the only way to do it :P
I'm also looking for tutorials that are presented textually rather than visually. Again, I learn faster when I can stare at a page and read someone's sentance over and over tossing and turning it in my mind rather than having to pause a video, take it back 10 seconds, press play, do it again, and again, and again.
I'm interested in various languages with various degrees of OO-purity, and I plan to learn them all at some point. Any of the smalltalk dialects interest me, Self (an extreme prototype-oriented version of smalltalk (Very interesting, the more radical the better imo)), strongtalk, vanilla smalltalk (or some implementation which is as vanilla as you can get).
I'm interested in Eiffel as well, the code snippets I've seen make it seem very elegant and I've read that it actually was very innovative (introduced code-contracts and other such things). However I would give preference to a language from the smalltalk camp over one from the Eiffel side because Eiffel at face value seems to be a hybrid between OO and imperative programming. Similarly I'd rather avoid Scala (Hybrid OO and functional) and other hybrid languages. So no C#, Java, C++, D, python etc etc etc. I'm not dismissing these languages because I believe they are bad, it's just that I'm setting out to learn pure-OO and those languages are hybrid OO: Not really what I'm looking for.
Also, would anyone be able to recommend the official books? For smalltalk there's the "Blue book" AKA "Smalltalk-80: The Language and its Implementation". And for Eiffel there's "Eiffel: The Language". I ask because in my experience you can pick up so much by reading books written by the author of the language (see K&R the C programming language), and by reading books in general.
So yes, my questions: What pure-OO language would be good to start off with? How would I go about learning it without having to use an IDE? And is there an associated book written by the language author(s)?
It is not helpful to learn Smalltalk as just another language. You would be missing the point entirely.
Smalltalk's graphical environment is not just an IDE. The core of the system is simply objects. The interface provides various ways to create objects and interact with them. The language is just a convenient way to create messages to the objects. It is secondary to the objects themselves.
In other OO languages, you write your program, then you run it, which creates objects in memory. Not so in Smalltalk. You create objects in memory (e.g. class objects) and then send messages to e.g. add methods. But a class object is only created once, not every time you "run your program".
There is no such thing as "your program", in fact. There is no "main". It's just a world of objects, some longer-lived, some temporary. In fact, in the system there are objects that were created 30 years ago. Literally. The objects are just frozen to disk as a memory dump (a file which we call "image") and unfrozen later (possibly on a different machine).
That image, the world of objects, is the primary artifact in Smalltalk. There is a sources file, yes, but that's just a database of text snippets to not take up so much RAM. You cannot edit this file by hand (objects in the image use absolute file offsets into the sources file). You cannot re-create the system from the sources file - the system was bootstrapped a long time ago and from then on only modified.
It's true that superficially the Smalltalk GUI looks just like another IDE. No coincidence - Eclipse was originally written by Smalltalkers in Smalltalk. But there is the crucial difference that in regular IDEs you just manipulate text files. A text editor is a valid alternative for that. In Smalltalk, the GUI manipulates objects in memory. A text editor can not do that.
And as for what Smalltalk to use, I would recommend Squeak. Very friendly community, very nice environment, and subscribing to the original Smalltalk vision of creating a great personal computing environment for everyone.
As someone who has went through process of learning Smalltalk (at least to a decent degree), I can say that you are taking harder and riskier path, in a sense that some things may take much longer to clear up, or never actually do.
But, if you insist, you can download GNU Smalltalk, for which no GUI is a norm. It also contains all sources of the system written in Smalltalk in a chunk format and you can open your text editor on them and enjoy while slowly reading through the guts of the system.
You could also startup any other Smalltalk, like Pharo, and just stick with a workspace window - this is your equivalent of command line interpreter.
Pharo also includes ProfStef quick interactive tutorial on Smalltalk, which combines text instructions and evaluating Smalltalk expressions.
As for reading, there is Pharo By Example - free book that you can browse, download or buy hardcopy.
There is also a collection of free books in which I would recommend "Smalltalk-80: The Language and its Implementation" By Adele Goldberg and David Robson, if you are interested in the innards and detail of the language.
Late David N. Smith Smalltalk FAQ is also exelent resource.
So, there you go. And take advice, and give in to the Smalltalk IDE as soon as possible, since it makes understanding of Smalltalk much, much, faster.
Richard Gabriel gave a talk recently about a paradigm shift that occurred in the programming language community in the early 90s. He claims that most experts today are incapable of understanding many of the papers from the 80s. He has evidence to back this up. This was the first time he gave the talk, and he expects to give it many times, so I imagine that many parts of the talk will change. At first, he described this paradigm shift as engineering -> science, but then he described it as system -> language. I think that describing it as a shift from systems thinking to language thinking is a better description.
Richard Gabriel is a Lisp guy. (I'm a Smalltalk guy). Lisp is like Smalltalk in that there isn't a clear boundary between the language and the library that it uses. Arithmetic and control flow are in the libraries, not the language. (Well, Lisp has some in the language and some in the libraries, while Smalltalk has it all in the libraries, except that the compiler cheats and hard codes some of them, so there isn't really much difference in the end.) In Lisp, a program is an S-expression, and editing programs is editing S-expressions. In Smalltalk, a program is a collection of objects, and editing programs is editing objects. When you are programming, you are building a system, and you program with the system.
System thinking is different from language thinking. Language thinkers want a precise description of a language. They want a book that describes the whole thing, or (if they are academics) they want a formal semantics for the language. But system thinkers know that as soon as they start to use the system, it will change. They want to understand how the system works, but are prepared to look at the system itself to figure out the details.
These are two ways of thinking, and there are advantages and disadvantages of each. Smalltalk is a wonderful example of systems thinking. I think all software developers should know at least one system that exemplifies systems thinking. Lisp is good. Forth is another old example. Naturally, I think that Smalltalk is great and am happy to help people learn it but I think the importance of learning systems thinking is more important than the particular system you learn.
Unfortunately, learning a system is harder than learning a language. You have to do more than just learn the syntax, you have to learn the libraries, the patterns of naming and of coding, and usually the tools. (Which, if this is a system, are extensible.) That is one of the advantages of language thinking. But systems thinking has long-term advantages, because once you taylor the system to your needs then you can become very productive.
To lean smalltalk syntax, you need to read ONE page of text (see Syntax section on wiki http://en.wikipedia.org/wiki/Smalltalk).
Now, to learn a smalltalk libraries and how to use them, you need to use browser not the text editor, otherwise your will just waste a lot of time.
I think that it is like factor of 10 difference in time, between trying to understand some code by reading in textual format and navigating it using browser and! debugger.
In smalltalk system a living objects could tell a lot about themselves and help you learn how to use them much faster than if you look at it as a static chunks of text, because you won't grasp the idea at all.
I've been playing with Squeak Smalltalk (and its close cousins, Pharo and Cuis) for a while now. There's no better way to learn Smalltalk than by using the system already provided.
I've devised a series of short youtube tutorials ranging in length from 50 seconds to 15 minutes that show how to take advantage of Squeak's ultra-cool features within a few minutes of first starting the system.
In fact, the very first line of code demos the OOP-ness of Squeak. Squeak from the very start
Python is a pure OOP . Actually this is an easy mistake that newcomers make when they come to python.
Python like smalltalk follows the mantra "Everything is an object". So everything inside python is an object, including built-in types. The difference is that python unlike smalltalk and Java does not force OOP as it allows procedural programming. And this is the trap, it easy to assume that makes python less OOP , but being a snake, is so devlish that does not tell you that even functions are objects ;)
http://www.linuxtopia.org/online_books/programming_books/python_programming/python_ch10s04.html
Going back to smalltalk its IDE is the huge deal here, contrary what other smalltalker may believe. If you like me are heavily disappointed with how non flexible IDEs are you are going to love Squeak's IDE. The IDE goes a great deal making easy to navigate through all the libraries and making you understand what , where and why , something happens. I cant see the benefit of using a text editor. But you can, with file ins and file outs. But doing so you cripple smalltalk into becoming as efficient as other programming languages ;)
I am only studying squeak and pharo for a week now but even for me as a beginner the benefits of the IDE is obvious from the first minute.
The fact that code is fragmented into easy to digest methods, those methods grouped into protocols , protocols grouped to our familiar Classes and Classes grouped to packages. Hence the code is so well organized that I never feel lost, everything belongs somewhere, everything is just a click away, everything is inspectable, browseable , you just select right click and sends you there. And it shows you exactly the code you need rarely more than 10 lines long. This is the IDE. Why would you prefer a text editor that will expose to information that you don't need , don't care and is likely to confuse you ?
Then everything is inside a single image , not a collection of files, your code, your libraries, system libraries , even the language itself. Everything is at your grasp, waiting for you, begging you to test, modify it, use it and abuse it. You are part of the language and the language is part of your, if something does not fit your thinking, change it. This is the IDE. Why you want to go back to the disconnected way of files and folders ?
Then you are start being afraid with all this power, all this flexibility its not unlikely that you will do something that could completely destroy the language and the libraries. Its possible , mistakes can and will happen. Again the IDE jumps in offering you a hand of help, every change is stored in a local cvs system, every change is categorized, stored and monitored any time. No lousy undos and any kind of other nonsense . What you get is old , mature well tested version control. You can change back exactly what you want any time, nothing is lost, no mistake is irreversible.
And if you don't trust you hard driver , the vcs extends online to squeaksource . And does it let you at the mercy of command line ? Hell no . You are offered the simple yet efficient Monticello browser , which will make sure you install and unistall with no conflicts .
And of course you don't want your software to have bugs , do you ? Unit Testing tool is offered to make sure your code is reliable , stable and does exactly what you want how you want it. Again a beautiful yet brilliant GUI is utilized to make complicate tasks a button away.
And because none is perfect , there will be time you will come against the dreadful error. Are you left alone ? You guessed right , a tool again is offered. The debugger. You don't need to call it, you don't need to setup it , you don't even need to figure out how it works. Like all other tools, is simple in design yet sophisticated. Not only it will spot the error , not only will tell you what you did wrong , not only will navigate through back to most basic language elements that trigger the error offering a unique perspective on how exactly the language behave like nothing I have seen before, it also allows you to do live coding. Live coding is the ability to code a program while its code runs. Isn't that impressive and infinitely useful ?
Finally , maybe you are one of those people impossible to please, maybe you still find flaws , omissions and thinks you simple don't like. The IDE is written in smalltalk , smalltalk is written in smalltalk , and the IDE can edit itself and the language, there is nothing you can't change besides some very basic functionality of the language and the VM that is compiled C. And you will guess right if you think you can use all the above tools to do exactly that.
And the tools don't stop here , smalltalk might be not that popular as other languages but it has been here for a very long time and it has some very enthusiastic programmers that love to contribute. And frankly with such an amazing IDE and such a well designed language , while with other languages contributing to them might seem a challenge, in case of smalltalk the challenge is to resist the temptation not to contribute as the IDE makes it so easy.
By the time others still code you will finish your code and actually understand what have you done and why. Thats not a small thing at all . I wish Python had such a good IDE or any other language. But the only thing that comes abit close, from my experience , is Delphi. And even in the case of Delphi I still prefer squeak and pharo.
What I find annoying about other IDEs is that they are not IDES at all, they are nothing more than glorified editors, locked, non flexible , non editable (Unless you are willing to use another programming language and navigate through tons of source code) . Squeak , Pharo and all other smalltalk dialects offer a real elegant IDE offering you really useful tools. Other IDEs better take a deep a look at smalltalk and really understand what it means to be an IDE.
Saying all those good things, smalltalk is far from perfect. And I think its biggest weakness and flaw is lack of some enjoyable and useful documentation that can help beginners jump in head first. Squeak By Example as well Pharo By Example has been a big disappointment for me. They both are still two extremely important books that provide a extremely valuable insight in both platforms , but the quality of documentation is from mediocre to bad at times. The main reason is both books follow a non noob friendly approach. First they send you deep diving in the IDE , introducing you from chapter 1 , to debugger and even unit testing !!! For me this a big mistake, and even though I am far from new to programming had to struggle to follow up what was explained. Then the book itself , lets a lot of unanswered questions. For example the explanation of instance vs class variables is not enough, I would prefer several example that not only show the how but also the why . Several areas of the book are also full of gaps or just hard to follow.
My life got a lot easier when I found this link http://stephane.ducasse.free.fr/FreeBooks.html and from there I downloaded "Smalltalk by Example" which unlike the other book not only it does what it says in the title but makes no assumption on who you are and what you know. I can only highly recommend it. I read that the other books there that are offered freely are very good as well, I will certainly download and read all of them eventually.
Alot of help has been also #squeak at irc.freenode.net, people there has been answering my questions and helping me understand.
Squeak wiki, is ok but not enough, its also not very well organised, and I dont like that comments and discussions appear inside the wiki documentation. So documentation generally can be abit of a struggle for the begginer and certainly Smalltalk IS NOT AN EASY programming language to learn. I hear many smalltalkers say otherwise and I could not disagree more, when I compare smalltalk with python is like night and day. BUT ! Once understand smalltalk , it become much easier to program in it then any other programming language I have learned so far, and I have learned most of them. So in the end I think Smalltalk is a clear win , I also love the FFI library that lets you call any C library with ease, which unleashes serious power for smalltalk.
I dont think you need to learn the language first and then the IDE, its actually a very bad idea for the simple fact that the IDE helps you understand the language and its libraries and any type of code in it. Language and IDE is like brother and sister, yin and yang.
Well, if you decide to learn Eiffel a good book would be "Object-Oriented Software Construction" by Betrand Meyer (he created the Eiffel programming language).
The book provides great insight into object-oriented design using Eiffel. In my humble opinion is one of the best OO books around.

Real time scripting language + MS DLR?

For starters I should let you guys know what I'm trying to do. The project I'm working on has a requirement that requires a custom scripting system to be built. This will be used by non-programmers who are using the application and should be as close to natural language as possible. An example would be if the user needs to run a custom simulation and plot the output, the code they would write would need to look like
variable input1 is 10;
variable input2 is 20;
variable value1 is AVERAGE(input1, input2);
variable condition1 is true;
if condition1 then PLOT(value1);
Might not make a lot of sense, but its just an example. AVERAGE and PLOT are functions we'd like to define, they shouldn't be allowed to change them or really even see how they work. Is something like this possible with DLR? If not what other options would we have(start with ANTRL to define the grammar and then move on?)? In the future this may need to run using XBAP and WPF too, so this is also something we need to consider, but haven't seen much if anything on dlr & xbap. Thanks, and hopefully this all makes sense.
Lua is not an option as it is to different from what they are already accustomed to.
Ralf, its going to reactive, and to be honest the timeframe for when the results should get back to the user may be 1/100 of a second all the way up to 2 weeks or a month(very complex mathematical functions).
Basically they already have a system they purchased that does some of what they need, and included a custom scripting language that does what I mentioned above and they don't want to have to learn a new one, they basically just want us to copy it and add functionality. I think I'll just start with ANTRL and go from there.
Lua
it's small, fast, easy to embed, portable, extensible, and fun!
Lua is definitly the best choice for soft real-time system (like computer games).
See http://shootout.alioth.debian.org/ for detailed benchmarks.
However, last time I checked, Lua used a mark-and-sweep garbage collector which can lead to deadline-violation and non-deterministic jitter in real-time systems.
I believe that you could use theoretically use the DLR, but I'm unsure about support in an XBAP (partially trusted?) scenario.
If you host the DLR you would quickly be able to take advantage of IronRuby or IronPython scripting. You would want to look at these implementations when creating your own language implementation. If you post your question to the IronPython mailing list I'm sure you would get a better reply around the XBAP scenario, and some of the developers there created ToyScript.
What kind of real-time requirement are you trying to fulfill? Is the simulation a hard real-time simulation (some kind of hardware-in-the-loop simulation ==> deadline is less than 1/1000 second)?
Or do you want the scripting-system to be "reactive" to user-input ==> 1/10 should be sufficient.
I am no expert regarding MS DLR, but as far as I know, it does not support hard real-time systems. You may want to take a look at the real-time specification for Java (RTSJ)
Firstly I think that defining your own language is not the way to go.
Primarily because the biggest productivity gains you can get for programmers or non-programmers are the development tools. You (and 99.9% of the rest of us) are not going to write tools as good as what is out their.
Language design is hard.
Language support and documentation, also hard
I would recommend looking for a pre-built solution. If you could find a language that can lock down some functionality, that would be a good starting point. MatLab would be the first that comes to my mind.
Lastly, ditch the natural language part, BASIC, COBOL and YA-TDWTF-Lang all tried and failed at it.
Full disclosure: I work for a company that is developing a generalized domain specific language "system". It's targeted at data-in/text-out applications so it's not apropos and it's not yet to beta. The result is I'm somewhat knowledgeable and biased.

Should I choose scripting or compiled code for small tasks?

I'm a Java programmer, and I like my compiler, static analysis tools and unit testing frameworks as tools that help me quickly deliver robust and efficient code. The JRE is pretty much everywhere I would work, too.
Given that situation, I can't see a reason why I would ever choose to use shell scripting, vb scripting etc, no matter how small the task is if I wear one of my other hats like my cool black sysadmin fedora.
I don't wear the other hats too often, under what circumstances should I choose scripting over writing compiled code?
Whatever you think will be most efficient for you!
I had a co-worker who seemed to use a different language for every task; Perl for quick text processing, PHP for small internal web applications, .NET for our main product, cygwin for filesystem stuff. He preferred to use the technology which was most specific to the task at hand.
Personally, I find that context switching between technologies is painful. My day-to-day work is in .NET, so that's pretty much the terms I think in. For most tasks I find it more efficient to knock something up in C# using SnippetCompiler than I would to hack around in PowerShell or a scripting environment.
If you are comfortable with Java, and the JRE is everywhere you work, then I would say keep using it. There are, however, languages like perl and python that are particularly suited to quickly solving problems. I would suggest learning either perl or python, and then use your judgement on when to use it.
If I have a small problem that I'd like to solve quickly, I tend to use a scripting language. The code tax is smaller, and, for me at least, the result comes faster.
I would say where it makes sense. If it's going to take you longer to open up your IDE, compile the script, etc. than it would to edit a script file and be done with it than use script file. If you're not going to be changing the thing often and are quicker at Java coding then go that route :)
It is usually quicker to write scripts than compiled programmes. You don't have to worry so much about portability between different platforms and environments. A shell script will run pretty much every where on most platforms. Because you're a java developer and you mention that you have java everywhere you might look at groovy (http://groovy.codehaus.org/). It is a scripting language written in java with the ability to use java libraries.
The way I see it (others disagree) all your code needs to be maintainable. The smallest useful collection of code is that which a single person maintains. Even that benefits from the language and tools you mentioned.
However, there may obviously be tasks where specialised languages are more advantageous than a single general purpose language.
If you can write it quicker in Java, then go for it.
Just try and be aware of what the various scripting languages can do.
e.g. Don't make a full blown Java app when you can do the same with a bash one-liner.
Weigh the importance of the tool against popping open a text editor for a quick edit vs. opening IDE, recompiling, redeploying, etc.
Of course, the prime directive should be to "use whatever you're comfortable with." If Java is getting the job done right and on time, stick to it. But a lot of the scripting languages could save you some time because they're attuned to different problems. If you're using regular expressions, the scripting languages are a good fit. If you're dropping into shell commands, scripts are nice.
I tend to use Ruby scripts whenever I'm writing something that's small, because it's quick to write, easy to maintain, and (with Gems) easy to bolt on additional functionality without needed to use JARs or anything. Your milage will, of course, vary.
At the end of the day this is a question that only you can answer for yourself. Based on the fact that you said "I can't see a reason why I would ever choose to use shell scripting , ..." then it's probably the case that you should never choose it right now.
But if I were you I would pick a scripting language like python, ruby or perl and start trying to solve some of these small problems with this language. Over time you will start to get a feel for when it is more appropriate to write a quick script than build a full-blown solution.
I use scripting languages for writing programs which are not expected to be maintained beyond few executions. Most of these languages are light on boiler-plate syntax and do have a REPL. Both these features enable rapid prototyping.
Since you already know Java, you can try JVM languages like Groovy, JRuby, BeanShell etc. Scala has much lighter syntax than Java, has a REPL, is statically typed and runs on the JVM - you might give that a shot as well.

Which scripting language to support in an existing codebase?

I'm looking at adding scripting functionality to an existing codebase and am weighing up the pros/cons of various packages. Lua is probably the most obvious choice, but I was wondering if people have any other suggestions based on their experience.
Scripts will be triggered upon certain events and may stay resident for a period of time. For example upon startup a script may define several options which the program presents to the user as a number of buttons. Upon selecting one of these buttons the program will notify the script where further events may occur.
These are the only real requirements;
Must be a cross-platform library that is compilable from source
Scripts must be able to call registered code-side functions
Code must be able to call script-side functions
Be used within a C/C++ codebase.
Based on my own experience:
Python. IMHO this is a good choice. We have a pretty big code base with a lot of users and they like it a lot.
Ruby. There are some really nice apps such as Google Sketchup that use this. I wrote a Sketchup plugin and thought it was pretty nice.
Tcl. This is the old-school embeddable scripting language of choice, but it doesn't have a lot of momentum these days. It's high quality though, they use it on the Hubble Space Telescope!
Lua. I've only done baby stuff with it but IIRC it only has a floating point numeric type, so make sure that's not a problem for the data you will be working with.
We're lucky to be living in the golden age of scripting, so it's hard to make a bad choice if you choose from any of the popular ones.
I have played around a little bit with Spidermonkey. It seems like it would at least be worth a look at in your situation. I have heard good things about Lua as well. The big argument for using a javascript scripting language is that a lot of developers know it already and would probably be more comfortable from the get go, whereas Lua most likely would have a bit of a learning curve.
I'm not completely positive but I think that spidermonkey your 4 requirements.
I've used Python extensively for this purpose and have never regretted it.
Lua is has the most straight-forward C API for binding into a code base that I've ever used. In fact, I usually quickly roll bindings for it by hand. Whereas, you often wouldn't consider doing so without a generator like swig for others. Also, it's typically faster and more light weight than the alternatives, and coroutines are a very useful feature that few other languages provide.
AngelScript
lets you call standard C functions and C++ methods with no need for proxy functions. The application simply registers the functions, objects, and methods that the scripts should be able to work with and nothing more has to be done with your code. The same functions used by the application internally can also be used by the scripting engine, which eliminates the need to duplicate functionality.
For the script writer the scripting language follows the widely known syntax of C/C++ (with minor changes), but without the need to worry about pointers and memory leaks.
The original question described Tcl to a "T".
Tcl was designed from the beginning to be an embedded scripting language. It has evolved to be a first class dynamic language in its own right but still is used all over the world as an embeded language. It is available under the BSD license so it is just about as free as it gets. It also compiles on pretty much any moden platform, and many not-so-modern. And not only does it work on desktop systems, there are variations available for mobile platforms.
Tcl excels as a "glue" language, where you can write performance-intensive functions in C while still benefiting from the advantages of a scripting language for less performance critical parts of the application.
Tcl also comes with a first class GUI toolkit (Tk) that is arguably one of the easiest cross platform GUI toolkits available. It also interfaces very nicely with SQLite and other databases, and has had built-in support for unicode for quite some time.
If the scripting interface will be made available to your customers (as opposed to simply enabling your own engineers to work at the scripting level), Tcl is extremely easy to learn as there are a total of only 12 rules that govern the entire language (as of tcl 8.6). In fact, Tcl shines as a way to invent domain specific languages which is often how it is used as an end-user scripting solution.
There were some excellent suggestions already, but I just wanted to mention that Perl can also be called / can call to C/C++.
You probably could use any modern scripting / bytecode language.
If you're willing to put up with the growing pains of a new product, you could use the Parrot VM. Which has support for many, if not all of the languages listed on this page. Unfortunately it's not done yet, but that hasn't stopped some people from using it in a production environment.
I think most people are probably mentioning the scripting language that they are most familiar with. From my perspective, Tcl was designed specifically to interface with C, so your problem domain is tailor-made for the language. However, I'm sure Python, Perl, or Lua would be fine. You should probably choose the language that is most familiar to your current team, since that will reduce the learning time.