def test_bow_text_process_normalize():
field = BoWField(min_freq=2, normalize=True)
dummy = "justo praesent luctus justo praesent"
field.setup([dummy])
assert list(field.process(dummy)) == [0, 0.5, 0.5]
def test_bow_text_process_normalize_scale():
field = BoWField(min_freq=2, normalize=True, scale_factor=10)
dummy = "justo praesent luctus justo praesent"
field.setup([dummy])
assert list(field.process(dummy)) == [0, 5, 5]
def test_bow_text_process():
field = BoWField(min_freq=2)
dummy = "justo praesent luctus justo praesent"
field.setup([dummy])
assert list(field.process(dummy)) == [0, 2, 2]
