projecthowto/code

Structure of a script

1. Initially you should specify which packages you use in the scripts

import pathlib      # Packages that are provided from python

import numpy as np  # Packages that are downloaded, specified in the requierements.txt

import myscript     # Scripts from your Project/Pipeline

2. Next your code for the specific problem that you are trying to solve, all written code should be containded in a function/classes It should contain a main function with is calling all individual function to solve the problem.

def load_data(path):
  with open(path, "r") as f:
    f.read()
  return f

def main(path):
  load_data(path)

3. If the script is a standalone script, it can be run by calling python myscript.py it should contain...

if __name__ == "__main__":
  path = "../data/README.md"
  main(path)

Tips and tricks

• Plotting scripts should be named the same as the output figure for easier backtracking
• Plotting scripts should start with plot, so that one can create a bash script for that executes all plot* scripts
• If you use a directory for managing specific task, in python it is called a module, you neeed a init.py file in the directory more in packagehowto

Naming conventions

• Use snake_case for functions and variables

Documentation

• Use docstrings for all functions and classes