I like to write code that is clean. This takes a deliberate effort and a lot of time. It also takes skill and experience. In the long run, this is a best practice if you are going to use that code any time in the future.
However there comes a time when you just need to slap something together and get it work. This is usually caused by some external time constraint. Maybe you have entered a challenge and have seven days to clone a game like Angband.
More often than not, there is a customer demand which requires you to just hack a fix without regard to future maintainability. Often times such a customer needs a fix yesterday and does not care about the long term ramifications. The problem is that you have to pay sooner or later.
Work Smarter not Harder
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We have large data sets in my current project. Every year tons more data is
loaded into the system. So we only keep the majority of data for 4 years.
After...