If your class is hitting over 1000 lines, that is also a sign that you should probably be splitting it up. There are exceptions obviously, but it’s a good rule of thumb that you should be investigating breaking up functionality. If for example, you have 5+ functions associated with parsing, it might be better to split those functions up into a new DataParser class. There’s also a lot of pointless data there. Declare Variables Not War Shirt, we’re likely working in a 3D space here so perhaps just “Position” would be the only part necessary. And why do we need to have “Arr” at the end? If it’s an array, the programmer should be able to determine that from the declaration. The reason for these rules is that code should be easily decipherable by anyone reading it. They should be able to read it like a book and follow along, easily grasping context and flow.

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They shouldn’t have to constantly flip back and Declare Variables Not War Shirt. It’s also a lot easier for people to retain their focus on simplified classes/functions that focus on one specific thing. By ensuring your class size and function size is small, you make it easier for a person to figure out how everything works and how to update/maintain it.  Now consider a global field of prime characteristic and an automorphic representation of an algebraic group over its adelic ring. Now take the absolute Galois group and the category of perverse sheaves on… Isn’t the issue with just following best practices that any other company can do the same predictions/evaluations of the data? I thought the hiring of these PhDs were to implement leading-edge techniques to gain advantage and better analysis.

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Code written by scientists is terrible because they never learned any coding practices, they only hack until something works. Because all their education is in their actual field, and Declare Variables Not War Shirt. It’s funny because I come from the other side, Scientist in a somewhat programming heavy role. I see poor interpretations of mathematical terms and inefficient algorithms and I feel why was this coded by a monkey? Having said that I agree that my code is crap from a programmer’s point of view. They are pretty famous within the company for taking 6 months to deliver a chart that makes people go “Oh that’s pretty interesting” and there not being any follow-up or future value. They do know but their math, but we aren’t Google and don’t need research into new applications of math done. We just need DS who can follow existing best practices.

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