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As it is the case with Pandas, every texthero function should deal with not assigned (NA) values.
The rule of thumb should be the following:
If the given input Pandas Series
shas some NA at indexes X, the same output Pandas Series should have the same nan at indexes X. ("NA rule")
This task consists in:
- Add a
test_na.pyfile that checks for every "texthero" function that the NA rule is respected - Change any functions that fail the NA rule (see Implement & test handling of NaNs in preprocessing with handle_nans decorator #130 ) for some input
This task has appeared to be more complex than initially thought.
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