implement include and exclude filters in Schema as data item transformations
#64 aberto em 14 de set. de 2022
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Description
row filtering can be done in item transform and be added optionally to any resource. implementation in Schema is slow and only solves problems it has created :)
here's a GPT-4 prompt that writes correct function
Write me a function in python that takes a nested dictionary as input. the dictionary can contain dictionaries, lists and basic types as values. the keys are string. the function takes two more arguments: a list of exclude regexes and a list of include regexes. the regex is matching paths in the dictionary. the paths are similar to json path but a separator is
__if given element has a path matching exclude regex it is removed from dictionary. however if any of the nested (child) elements of that element matches include path it should stay but other elements should be removed
testing:
normalize tests are using various advanced modes of filtering. they must pass with new function