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We are importing
dataclasses
within a method in thePretrainedTransformerTokenizer
class, instead of at the top level of the module. There's no good reason to do that, becausedataclasses
is imported elsewhere anyway, and there is probably a performance penalty with having to call this import statement every time the method is called. I usually don't worry about that when the method is only meant to be called once, but this particular method is likely to be called many times by the user (for example, on each tokenized sentence read from a dataset reader).