In this post I will talk about how to use pypack to program clean and reusable python code. For programming larger complex applications in python, import statements tend to clutter code readability and isn’t practicable to reuse for different projects. Let’s say if you want to code a data science app you have your “go-to” packages like numpy, matplotlib, math etc. or a web crawler like selenium, beautiful soup, and requests with compact packaging and reusable configuration programming is streamlined.
First specify the packages used in your program in a configuration file named ‘config,’ defining imports and statements in key value declaration spaced by one line.
# config file imports: 'math','json','collections','itertools','numpy','pandas','matplotlib.pyplot','' statements: '','','','','np','pd','pp'
This will specify a list of imports pypack will pull into the dev environment necessary for your project.
# new.py # packages from config file import math import json import collections import itertools import numpy as np import pandas as pd import matplotlib.pyplot as pp
The above code snippet is the result of the configuration file contents listed at the beginning of the post. pypack is a simple program written in python with less than 37 lines of code that reads the specified packages from the config file and writes those packages to a new python file for specialized coding projects.
import sys # config file should be in same folder as pypack # if not, specify f=open('config','r') s=f.read()
First pypack opens the config file and reads the contents to memory.
# parse config file s1=s.split('imports:') s2=''.join(s1) s3=s2.split('statements:') s4=''.join(s3) arr= s4.split(',')
Python syntax is such that assigning elements is as simple as encapsulating a loop with brackets. The first four lines of this snippet comma delimit the the config file and assign imports and statement elements to separate arrays.
# list comprehension of imports and statements arr=[a for a in arr[:7]] st=arr[-1].split('\n\n') arr[-1]=st arr1= s4.split(',')[7:] arr1.insert(0,' ')
Next imports and statements lines are split, concatenated and then double space delimited to an array for list comprehension.
.py =open(sys.argv,'w') for i in range(len(arr)): if arr1[i]==' ': .py.write('import '+arr[i]+'\n') if arr1[i]!=' ': .py.write('import '+arr[i]+' as '+arr1[i]+'\n') .py.close()
Finally pypack opens a new writable python file and effectively iterates through the two arrays, writing imports and statements to the new python file.
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