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Automated Code Change #628

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15 changes: 15 additions & 0 deletions tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py
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Original file line number Diff line number Diff line change
Expand Up @@ -316,6 +316,21 @@ class AttackInputData:
# treated as multilabel data.
force_multilabel_data: bool = False

# Directly comparing members of the type `np.ndarray` can throw an error:
# "The truth value of an array with more than one element is ambiguous."
# So we bring back an explicit implementation of __eq__ like it was prior to
# Python 3.13 in order work around this possibility.
def __eq__(self, other):
if self is other:
return True
if other.__class__ is self.__class__:
return tuple(
getattr(self, field.name) for field in dataclasses.fields(self)
) == tuple(
getattr(other, field.name) for field in dataclasses.fields(other)
)
return NotImplemented

@property
def num_classes(self):
if self.labels_train is None or self.labels_test is None:
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