Sunday 9 December 2012

Eloquent JavaScript: A Modern Introduction to Programming by Marijn Haverbeke

A wonderful philosophical approach to programming by Marijn Haverbeke. 
http://eloquentjavascript.net/chapter6.html

% The Book of Programming

%% The Two Aspects

Below the surface of the machine, the program moves. Without effort, it expands and contracts. In great harmony, electrons scatter and regroup. The forms on the monitor are but ripples on the water. The essence stays invisibly below. When the creators built the machine, they put in the processor and the memory. From these arise the two aspects of the program. The aspect of the processor is the active substance. It is called Control. The aspect of the memory is the passive substance. It is called Data. Data is made of merely bits, yet it takes complex forms. Control consists only of simple instructions, yet it performs difficult tasks. From the small and trivial, the large and complex arise. The program source is Data. Control arises from it. The Control proceeds to create new Data. The one is born from the other, the other is useless without the one. This is the harmonious cycle of Data and Control. Of themselves, Data and Control are without structure. The programmers of old moulded their programs out of this raw substance. Over time, the amorphous Data has crystallised into data types, and the chaotic Control was restricted into control structures and functions. %% Short Sayings When a student asked Fu-Tzu about the nature of the cycle of Data and Control, Fu-Tzu replied 'Think of a compiler, compiling itself.' A student asked 'The programmers of old used only simple machines and no programming languages, yet they made beautiful programs. Why do we use complicated machines and programming languages?'. Fu-Tzu replied 'The builders of old used only sticks and clay, yet they made beautiful huts.' A hermit spent ten years writing a program. 'My program can compute the motion of the stars on a 286-computer running MS DOS', he proudly announced. 'Nobody owns a 286-computer or uses MS DOS anymore.', Fu-Tzu responded. Fu-Tzu had written a small program that was full of global state and dubious shortcuts. Reading it, a student asked 'You warned us against these techniques, yet I find them in your program. How can this be?' Fu-Tzu said 'There is no need to fetch a water hose when the house is not on fire.'{This is not to be read as an encouragement of sloppy programming, but rather as a warning against neurotic adherence to rules of thumb.} %% Wisdom A student was complaining about digital numbers. 'When I take the root of two and then square it again, the result is already inaccurate!'. Overhearing him, Fu-Tzu laughed. 'Here is a sheet of paper. Write down the precise value of the square root of two for me.' Fu-Tzu said 'When you cut against the grain of the wood, much strength is needed. When you program against the grain of a problem, much code is needed.' Tzu-li and Tzu-ssu were boasting about the size of their latest programs. 'Two-hundred thousand lines', said Tzu-li, 'not counting comments!'. 'Psah', said Tzu-ssu, 'mine is almost a *million* lines already.' Fu-Tzu said 'My best program has five hundred lines.' Hearing this, Tzu-li and Tzu-ssu were enlightened. A student had been sitting motionless behind his computer for hours, frowning darkly. He was trying to write a beautiful solution to a difficult problem, but could not find the right approach. Fu-Tzu hit him on the back of his head and shouted '*Type something!*' The student started writing an ugly solution. After he had finished, he suddenly understood the beautiful solution. %% Progression A beginning programmer writes his programs like an ant builds her hill, one piece at a time, without thought for the bigger structure. His programs will be like loose sand. They may stand for a while, but growing too big they fall apart{Referring to the danger of internal inconsistency and duplicated structure in unorganised code.}. Realising this problem, the programmer will start to spend a lot of time thinking about structure. His programs will be rigidly structured, like rock sculptures. They are solid, but when they must change, violence must be done to them{Referring to the fact that structure tends to put restrictions on the evolution of a program.}. The master programmer knows when to apply structure and when to leave things in their simple form. His programs are like clay, solid yet malleable. %% Language When a programming language is created, it is given syntax and semantics. The syntax describes the form of the program, the semantics describe the function. When the syntax is beautiful and the semantics are clear, the program will be like a stately tree. When the syntax is clumsy and the semantics confusing, the program will be like a bramble bush. Tzu-ssu was asked to write a program in the language called Java, which takes a very primitive approach to functions. Every morning, as he sat down in front of his computer, he started complaining. All day he cursed, blaming the language for all that went wrong. Fu-Tzu listened for a while, and then reproached him, saying 'Every language has its own way. Follow its form, do not try to program as if you were using another language.'

Saturday 24 November 2012


City University London

An empirical study of the performance benefits of  spatial clustering analysis in the application layer of an insurance risk management platform.


Panos Bairaktaris

January 2012


Submitted in partial fulfillment of the requirements for the degree of MSc in Geographic Information Systems
  
Supervisor  Dr Jo Wood

Abstract
Decision-making within the insurance sector is strongly influenced by data containing a spatial dimension.  When understanding and managing the risks arising from natural catastrophes, spatial analysis often forms a core part of the overall analysis of both the insured asset (exposure) and the natural hazards. The design problem facing such spatial decision-making tools is how to perform very fast spatial analysis across very large and complex datasets over wide spatial extents. In the case of exposure data, a large global insurer might have a portfolio containing over a million policies spread across the globe. This project researches ways to visualise and interrogate these large datasets in a web mapping, corporate decision-making analytical platform, using modern GIS tools and the latest Microsoft .NET framework.  The project will investigate the performance benefits of a spatial clustering process in the application layer rather than in the presentation layer. By identifying the underlying technical challenges, the proposed solution incorporates the latest technological advances and APIs in an orchestrated and well defined manner. Aside of increasing the analytical capabilities of the hosting insurance platform, the proposed solution also provides extensibility key points on which further development can expand and build upon, with a view to provide a spatial analysis clustering service layer that performs well under demanding usage scenarios, as well as being flexible for future extensions.

The document: