def test_deserialize(self):
""" Test deserilization of the model
:return None:
"""
serialized = encoder.Encoder().serialize()
assert encoder.Encoder().deserialize(serialized)
def test_deserialize(self):
""" Test the deserialization process
:return None:
"""
serialized = clusterer.Clusterer(encoder.Encoder()).serialize()
assert clusterer.Clusterer(encoder.Encoder()).deserialize(serialized)
def test_init_kwargs(self):
""" Test the initialization of the Encoder class with kwargs
:return None:
"""
kwargs = {'argument': None}
assert encoder.Encoder(**kwargs)
def test_train_exception(self, dummy_folder):
""" Test training on encoder
Should raise exception on Encoder class
:return None:
"""
with pytest.raises(NotImplementedError):
encoder.Encoder().train(dummy_folder)
def test_predict(self, dummy_text):
""" Test predict on the base class
should raise NotImplementedError
:return None:
"""
with pytest.raises(NotImplementedError):
clusterer.Clusterer(encoder.Encoder()).predict(dummy_text)
def test_train(self, dummy_folder):
""" Test train on the base class
should raise NotImplementedError
:return None:
"""
with pytest.raises(NotImplementedError):
clusterer.Clusterer(encoder.Encoder()).train(dummy_folder)
def test_init(self):
""" Test the initialization of the Encoder class
:return None:
"""
assert encoder.Encoder()
def test_serialize(self):
""" Test serilization of the model
:return None:
"""
assert encoder.Encoder().serialize()
def test_init(self):
""" Test initialization the class
:return None:
"""
assert clusterer.Clusterer(encoder.Encoder())