SQL Server, Analytics, .Net, Machine Learning, R, Python
Mitch Wheat has been working as a professional programmer since 1984, graduating with a honours degree in Mathematics from Warwick University, UK in 1986. He moved to Perth in 1995, having worked in software houses in London and Rotterdam. He has worked in the areas of mining, electronics, research, defence, financial, GIS, telecommunications, engineering, and information management. Mitch has worked mainly with Microsoft technologies (since Windows version 3.0) but has also used UNIX. He holds the following Microsoft certifications: MCPD (Web and Windows) using C# and SQL Server MCITP (Admin and Developer). His preferred development environment is C#, .Net Framework and SQL Server. Mitch has worked as an independent consultant for the last 10 years, and is currently involved with helping teams improve their Software Development Life Cycle. His areas of special interest lie in performance tuning
Wednesday, August 23, 2006
Zen and the Art of Code Design and Maintenance
#1: Whenever you design anything, always do so from the user’s (consumer’s) viewpoint. If you are designing a framework, write examples of its intended usage; this will highlight any deficiencies.
#2: Encapsulate what varies. It should be possible to alter or extend the parts that vary without affecting everything else
#3: Program to an interface, rather than an implementation (i.e. exploit polymorphism). Use a factory.
#4: Favor composition over inheritance. Do not overuse inheritance; a blend of the two often works best.
#5: Don’t Repeat Yourself (DRY principle). Every fact must have a single, unambiguous, authoritative representation within a system.
#6: Aim for loosely-coupled designs between objects that interact. Low coupling and high cohesion lead to designs that are more resiliant to change.
#7: Classes should be open for extension, but closed to modification. Able to extend existing functionality without breaking existing code.
#8: Depend on abstractions, rather than concrete classes. Use a factory.
#9: Principle of least knowledge: talk only to your immediate friends. How? Only call methods on:
#10: Low level components should never call into a high-level component directly.#11: A class should have only a single reason to change (high cohesion)
#12: Raise Exceptions only in exceptional circumstances. Do not use exceptions for normal program flow.
(these are largely due to the excellent book ‘Head First Design Patterns’ by Freeman & Freeman, O’Reilly)
MSN, Email: mitch døt wheat at gmail.com