Best programming languages to create technical charts for stocks on the server side - charts

What programming languages are best suited to create technical charts for stocks on the server side and then stream out to http and see it on the browser.
Thanks
Vishal

It is hard to say what is "best".
This is something that Python can do well since it has add-on libraries for complex mathematical data manipulation such as NumPy and for quantitative finance such as Quantlib. Matplotlib is a very flexible Python charting library.
In addition, there is an IronPython-based spreadsheet called Resolver One that is popular in the financial services industry and they have an add-on that turns any spreadsheet into a web application.
If you did decide to use Resolver, you should be able to use almost any Python or .NET library and integrate it with your application.
I would suggest that you take a look at SVG as the graphical format for the technical charts because you can zoom into these charts in the web browser.

Any language with a graphical library will do. I know of implementations in Perl, C++, and Java

The perfect language for you would be Scala, here's why. You can write your serverside program using Scala, and you can then use the Scala.js framework to display the output(The Chart) to the browser(Client Side). The output will then be handled using Javascript.
Many websites currently use this method, for example, Twitter and Facebook.

Related

Is this correct : jquery is to javascript, django is to python?

I'm familiar with jquery and javascript but i'm a python noob. Whenever I learn something about python on the web, there's mention of django here and there. When i went to the official django site, it described it as "Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design." So I inferred it's what jquery is for javascript, am I correct?
[This might seem like a silly question but I tend to get shameless when it comes to asking questions on stack**overflow**]
I don't think it's a very useful comparison.
JQuery is mostly a wrapper around core functionality of javascript. Partly to make it easier to use and partly because otherwise you'd have to deal with browser specific problems even for the most basic scripts.
Django is a full-featured web framework that has many useful and necessary things built-in. It has request routing, templating, database abstractions, localization and a lot more.
In contrast to other web-frameworks it has those things tightly coupled and is opionated on what's the best practice to build your website with it.
A better comparison in the JavaScript world is (as an example) AngularJS. It also comes with lots of good features (routing, templating, data-bindings, dependency injection, etc.) but when you use it, you should better stick to "the angular way" of doing front-end JavaScript.
Think of JQuery more of a low-level library that you can build your code and even frameworks like AngularJS on. Kinda like the standard library of Python.
The short answer: Kind of- it is in the sense that JQuery is essentially a set of useful bits of code written in Javascript and Django the same in Python. However, JQuery is a more functional framework, where as DJango is more like a CMS framework.
No question is a silly question!
Almost, but not exactly.
I would say your python to javascript comparison is correct (as Python can be used as a scripting language for web applications, just like javascript), but jQuery is not exactly like Django.
jQuery is a library designed to simplify the scripts needed for dynamic website functionality, whereas Django is more useful in the creation of complex, database-driven websites.

web applications, dynamic charts and simulation tools? (for MATLAB users)

We are a group of students of chemical engineering mostly proficient in MATLAB and Simulink but with almost no clue of web programming.
Our idea is to develop some online examples by using interactive graphics with dynamic effects and 2D/3D simulations. We know that MATLAB has some solutions but the compilers are not available for the student version. Furthermore, we want to promote the use of free open source alternatives (SciLab, Octave, NumPy)
Ideally, we would like to use a 4GL which includes a free library for numeric analysis and combine it with graphic user interface framework for web applications.
An good example will be Easy Java Simulations that generates java code and can be easily implemented online. However, we are looking for something that can be executed without java or another plugin (see google chart tool)
Although we are willing to learn (Python, Java), we would like to start with the easiest solution towards a painless transition for a chemical engineer ;)
We will really appreciate our recommendations and suggestions!
Your best shot is to buy the product Matlab Builder NE. You can use WebFigures to seamlessly create web applications from your Matlab application.

How can I do web programming with Lisp or Scheme?

I usually write web apps in PHP, Ruby or Perl. I am starting the study of Scheme and I want to try some web project with this language. But I can't find what is the best environment for this.
I am looking for the following features:
A simple way of get the request parameters (something like: get-get #key, get-post #key, get-cookie #key).
Mysql access.
HTML Form generators, processing, validators, etc.
Helpers for filter user input data (something like htmlentities, escape variables for put in queries, etc).
FLOSS.
And GNU/Linux friendly.
So, thanks in advance to all replies.
Racket has everything that you need. See the Racket web server tutorial and then the documentation. The web server has been around for a while, and it has a lot of features. Probably the only thing that is not included is a mysql interface, but that exists as a package on PLaneT (Racket package distribution tool).
UPDATE: Racket now comes with DB support, works with several DBs including mysql.
You may want to have a look at Clojure:
Clojure is a dynamic programming language that targets the Java Virtual Machine. [...] Clojure provides easy access to the Java frameworks, with optional type hints and type inference, to ensure that calls to Java can avoid reflection.
Clojure is a dialect of Lisp, and shares with Lisp the code-as-data philosophy and a powerful macro system.
Interop with Java is straightforward in Clojure, so you can re-use any existing Java libraries as you need. I'm sure there are plenty that are useful for web development.
clojure-contrib has an SQL API, and there is ClojureQL as well, which should cover your DB access needs.
There is a web framework for Clojure called Compojure under development. There may be others, too.
Clojure's source is available on github under the EPL. Getting it running on Linux is easy; I just clone the git repos and run ant.
You can do web development with guile scheme. Its standard library includes the (sxml simple) module that is very useful for html generation, manipulation, and parsing. The guile-www library adds support for http, cgi, etc. The guile-dbi library provides access to MySQL and other databases. With these building blocks, you can implement everything from simple cgi scripts to web applications with their own HTTP server.
Try Weblocks, a Common Lisp web framework:
http://weblocks.viridian-project.de/
I've written a pretty extensive tutorial/ebook on the topic: http://lispwebtales.ppenev.com/
Quick summary:
It uses Common Lisp
It uses the Restas framework
It has examples for pretty much most of basic web development, including DB access, authentication, HTML generation and templating.
Since the Restas documentation is pretty much out of date, my tutorial is the closest thing to up to date docs.
Shows a few of the more advanced features, like policies, which allow you to write pluggable interfaces, for instance you can write a data store layer, and write back-ends for different storage mechanisms with relative ease, the module system which allows you to write reusable components, like auth frameworks and things like that.
It covers things like installing lisp, setting up the ASDF build system and the quicklisp package manager etc.
It's free online, and as soon as I finish it it will be free on leanpub as well. The source is on https://github.com/pvlpenev/lispwebtales under a CC license, the source code is MIT. Not all of it is published yet, and I'm in the process of revising.
This may be what you are looking for.
http://www.plt-scheme.org/
http://docs.plt-scheme.org/web-server/index.html
http://common-lisp.net/project/cl-weblocks/
If you are interested in Common Lisp to be exact and do not want to go the weblocks route I would recommend the following setup:
Use SBCL on Linux but with multiple thread support
Use Hunchentoot as a web server which will provide you with all the server processing required including sessions and cookies
Use ClSql to communicate with MySql it has ample documentation and is very stable.
For the HTMl generation you can use Dr Edi Weitz Cl-WHO (very well documented).
Note all the above are under GPL or similar license (one that works more for lisp programs)
Gambit Scheme has its own solution to web apps as well. It uses the Spork framework, based o the Black Hole module system (both by Per Eckerdal).
Andrew Whaley has an initial tutorial on how to get Gambit, Black Hole and Spork running a web app under Apache using mod_proxy. You might want to take a look at that.
On a (possibly) related note, Gambit will also compile your stuff to C and then to an executable, if you feel so inclined.
Paul Graham (and friends) made a lisp dialect specifically for writing basic web applications. It's called Arc, and you can get it at arclanguage.org.
It's probably not suited for really big complex websites and I'm not sure what state it's database support is at but Paul Graham knows how to write web applications in lisp, so Arc will make the HTTP/HTML part easy for you while you spend most of your brain cycles learning the lisp way.
Weblocks is nice tool for building web apps in Common Lisp, but a bit too heavy-weight for me.
We use the following stack:
OpenMCL (open source Lisp, very nice)
Portable Allegroserve (web server, HTML generator)
Our own Rails-like tools for doing Ajaxy stuff (update: this has now been open sourced as WuWei)
A variety of CL libraries like cl-json, cl-smtp, md5
I use my own, customized version of Scheme, derived from MzScheme. It has a new, simple web-application framework, a built-in web-server (not the one that comes with MzScheme) and ODBC libraries. (http://spark-scheme.wikispot.org/Web_applications). The documentation may not be exhaustive, as this is more of a personal tool. But there are lots of sample code in the code repository.
Clojure is a Lisp dialect which may interest you. At this point there's a pretty decent web development stack. I can recommend a few things:
The leiningen dependency manager which makes is really easy to install and manage libraries that you're using. Pretty nice set of plugins for it too. There's even a plugin for Clojurescript, which is a language based on Clojure that compiles to Javascript.
The ring HTTP server abstraction. Its used in most actual web frameworks. Its a pretty good idea to learn that first before jumping into an actual framework.
hiccup is a HTML dsl/templating language written in Clojure. Its very expressive! Reminds me a bit of Jade, in a sense.
composure would have to be the most popular web framework for Clojure. Its essentially a routing library like express.js.
Let's see what can be done with Common Lisp.
The state of the Common Lisp ecosystem (2015) and the Awesome Common Lisp list show us a couple of modern frameworks (Caveman, Lucerne, all built on the new Clack web application server, an interface for Hunchentoot and other servers). Let's discuss with our own findings.
update 2019: there's a new tutorial on the Common Lisp Cookbook: https://lispcookbook.github.io/cl-cookbook/web.html It covers routing, template engines, building self-contained binaries, deployment, etc.
update: a bit later, I found out Snooze, by the creator of Sly or Emacs' Yasnippet, and had a much better impression than say Caveman. Declaring endpoints is just like declaring functions, so some things that were tedious in Caveman are obvious in Snooze, like accessing the url parameters. I don't have much experience with it but I recommend checking it out.
update june 2018: also don't miss the ongoing rewrite of Weblocks, it's going to be huge ! :D http://40ants.com/weblocks/quickstart.html Weblocks allows to build dynamic webapps, without a line of Javascript, without separating the back and front. It is components-based, like React but server-side. It's very alpha as of writing (june 2018), but in progress, and it's working, I have a couple simple web apps working.
A simple way of get the request parameters (something like: get-get #key, get-post #key, get-cookie #key).
I found easier the Lucerne way, it iss as simple as a with-params macro (real world example):
#route app (:post "/tweet")
(defview tweet ()
(if (lucerne-auth:logged-in-p)
(let ((user (current-user)))
(with-params (tweet)
(utweet.models:tweet user tweet))
(redirect "/"))
(render-template (+index+)
:error "You are not logged in.")))
Caveman's way has been less clear to me.
Mysql access
Caveman advertises database integration (with Fukamachi's Datafly and sxql).
You can just use clsql or the Mito ORM: https://lispcookbook.github.io/cl-cookbook/databases.html
HTML Form generators, processing, validators, etc.
I don't know if there are form generators out there. edit: there are: cl-forms and formlets, or again 1forms, working with Caveman2.
Caveman does not have one (issue raised in 2011).
Helpers for filter user input data (something like htmlentities, escape variables for put in queries, etc).
Ratify is an input validation library, not integrated into a framework though.
FLOSS and GNU/Linux friendly: ✓
Other web stuff
Speaking about web, there are other nice libraries in CL land:
web servers: Woo is a fast HTTP server, faster than Nodejs (beware of charts…), wookie is an async http server,
Dexador is an HTTP client
Plump, lquery and CLSS make it easy to parse html and query the DOM.
cl-bootstrap offers twitter-bootstrap shortcuts for the cl-who templating engine (which kind of replaces Jade/Pug, even though we have usual templates too).
Ajax in Lisp
(remember, with Weblocks, see above, we might not need those)
With ParenScript, we can write JavaScript in Common Lisp, without living our usual workflow, and we can thus use the fetch web API to write Ajax calls.
Clojure would be perfect for this. With some very short, clean code, you can implement some very complex applications, such as blogs or forums.
You might want to consider the awful web framework for Chicken Scheme.
Natively supports PostgreSQL and SQLite
Built-in easy support for sessions
Shortcuts for some webdev idioms, like the (ajax) procedure
Your app can be easily compiled to a static executable (via csc -static) for easier deployment
The collection of all chicken libraries (eggs) isn't as versatile as in some other programming languages, but isn't awful either

What languages can be used to make dynamic websites?

So, there are several languages which will allow you to create a website, as long as you configure the server(s) well enough.
To my knowledge, there is:
PHP
ASP.NET
Ruby(on rails, what is
that all about?)
And thusly, my knowledge is limited. Ruby and ASP, I've only heard of, never worked with. If there are other languages, I suppose they have some way to make files containing the needed html. It would then suffice to add a line to the Apache config to associate the file-extension.
And if other languages: are there any notable characteristics about the one(s) you mention?
ANY language can be use to make a dynamic website - you could do it in COBOL or FORTRAN if you were twisted enough. Back in the olden days (about 10 years ago) most dynamic websites were done with CGI scripts - all you needed was a program that could read data from standard input and write data (usually HTML) to standard output.
Most modern languages have libraries and frameworks to make it easier. As well as the languages you have already mentioned, Java, C# and Python are probably the most common in use today.
Typically a web framework will have:
a way of mapping URLs to a class or function to handle the request
a mechanism for extracting data from a request and converting it into an easy to use form
a template system to easily create HTML by filling in the blanks
an easy way to access a database, such as an ORM
mechanisms to handle caching, redirections, errors etc
You can find a comparison of popular web frameworks on wikipedia.
How can you forget Java ? :)
Python
It runs on Windows, Linux/Unix, Mac OS X, and has been ported to the Java and .NET virtual machines.
Python is a perfect scripting language for web applications, e.g. via mod_python for the Apache web server. With Web Server Gateway Interface a standard API has been developed to facilitate these applications. Web application frameworks or application servers like Django, Pylons, TurboGears, web2py and Zope support developers in the design and maintenance of complex applications. Around libraries like NumPy, Scipy and Matplotlib, Python is a standard in scientific computing.
Among the users of Python are YouTube and the original BitTorrent client. Large organizations that make use of Python include Google, Yahoo!, CERN, NASA,and ITA.
This could be for your interest.
Virtually thru CGI all programming languages that produce output may use for web page generation.
Basically, you can use any language (if you are hosting your own server)
Very closely related and very interesting is this article where LISP has been used to build a very succesfull website.
Python has a 3rd party module CherryPy which can be used with or without a http server.
Amongst others: Erlang (YAWS, Mochiweb), Python
JSP has the advantage that it automatically wraps your code in a servlet, compiles that to bytecodes, then uses the just-in-time Java compiler to recompile critical sections into native object code. Not aware of any alternative which allows optimizes your work automatically in this way.
Also allows you to develop and deploy on any combination of Windows, Mac OS X, or Linux.
If you'd like to choose one for the beginning, you should check out PHP first. It gives you the basic clues about how dynamic sites work in general.
After you've become familiar with the basics, I recommend ASP.NET.
Fist off, you should know that ASP.NET is a technology and not a language. (It actually supports any language that can be used on the .NET platform.) Also it is not to be confused with classic ASP. (The old ASP was much more like PHP.)
ASP.NET is very easy to begin with, and after you have some clues about its concepts, you can always dig deeper and customize everything in it. The http://asp.net site is a very good starting point, if you are to learn it. I think it is really worth the effort, because even if you choose not to stick to it, it will give you some interesting ideas and concepts.
I tell you its most important advantages:
The code is compiled (and NOT interpreted like PHP), and it has a very good performance. (In a performace comparsion, it is 10-15 times faster. http://www.misfitgeek.com/pages/Perf_Stat_0809.htm)
It can be run on Windows without effort, and on Linux / Mac / etc using the Mono project.
It implements the Separation of Concerns principle very well.
It has most of the general functionality you'll need built-in. (Such as membership, roles, database management, and so on.)

Semantic Web Framework

What semantic web frameworks are there, and what are the advantages / disadvantages of each? I've made extensive use of Jena, and I have looked at Sesame briefly. Are there others I should consider as well?
Redland is a good RDF framework (just like Andreas said). I am mainly using its Python bindings and am installing it on Mac OS X via MacPorts (e.g., port install redland-bindings +python).
You could use it with other languages too (see its bindings for Perl, Ruby, ...).
For pointers to some larger lists of RDF frameworks see Semantic Web FAQ: Tools.
a more low-level appproach is redland, which provides bindings to a lot of languages like Perl, PHP, Python and Ruby. redland itself is written in C. i have scripted with it in ruby to provide a simple webservice with a rdf backend instead of a classic database.
http://www.cubicweb.org is a semantic web framework written in Python. It can be used to develop applications that serve content both to humans and computers, providing each with the format it asks for.
This question may be related to what-are-some-good-java-rdf-libraries
I would definitely take a look at Intellidimensions offerings if you are working on the Microsoft stack of technologies.
They have a mature SQL Server based framework for storing and processing (with rules) semantic web data. They also have a great .NET SDK that I have used extensively.
If you are using Java, and are interested in OWL inferencing, you should look at Pellet. It has bindings to Jena and the OWL-API, which itself, is a useful semweb framework.
The most web-centric I've seen so far is RAP (RDF API for PHP).