I have an algorithm that works like this (in pseudocode) :
def func_1(x):
apply processing 1 to x
return x
def func_2(x):
apply processing 2 to x
return x
def func_3(x):
apply processing 3 to x
return x
I would like to write a function func_all_processing(data, execution_order)
that apply all these functions to some input data in a defined order and output the processed data, say:
func_all_processing(data, [1,2,3])
would do:
processed_data = func_1(data)
processed_data = func_2(processed_data)
processed_data = func_3(processed_data)
return processed_data
whereas
func_all_processing(data, [3,1,2])
would do:
processed_data = func_3(data)
processed_data = func_1(processed_data)
processed_data = func_2(processed_data)
return processed_data
What is the correct way to this?
Put the functions in a list, and pass that list to func_all_processing()
, which loops through them.
def func_all_processing(data, funcs):
for f in funcs:
data = f(data)
return data
print(func_all_processing(data, [func_1, func_2, func_3]))
And if you want to test all different orders, use itertools.permutations()
to loop through the different permutations.