personal-good-practise.md

Personal understanding of good-practise

• Use function annotations.
• Use logging module.(Define stream or file logging)
• Use Makefile with mypy, pylint , unittest.
• Unittest should use mocking instead of real objects, basically prevent doing any integration test.
• Multiprocessing over multithreading in cpu intensive tasks.
• Using Deque instead of Queue.
• Using numpy arrays as compared to lists due to continous memory allocation.
• Using Dictionaries more often.
• Iteration over Recursion.

Parallel-Processing

• Better to use ProcessPoolExecutor over manually handling processes.
• Use locks when dealing with files in multiprocessing/multithreading

Python Style Guide

• (https://google.github.io/styleguide/pyguide.html)[Google's Style Guide - Must Check out!!!]

Pathlib vs os.path

• (How to make paths in python more clean?)[https://pbpython.com/pathlib-intro.html]