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A thought about making implementation easier, specifically for very simple transformations/functions.
The general idea is to make a decorator or class that can take in a function and "modularize" it without worrying about boilerplate code for things like configurations, saving/loading.
I'm not exactly sure how this would work, but if you have a simple transformation or plot, you could create a module with something like
@modularize
def my_transform(data, alpha=0, beta=1.2):
# Write code here
return transformed_data
In this example, the configuration would simply be the kwargs passed to my_transform and the run()
or transform()
function in the module class would simply call my_transform()
. I'm not sure if this can really be done in a decorator, or if it needs to be a special class that takes a function for the __init__()
...
This might not be a good idea, just wanted to document it somewhere...
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