import itertools from pint.compat import np from pint.converters import Converter from pint.facets.nonmultiplicative.definitions import ( LogarithmicConverter, OffsetConverter, ) from pint.facets.plain import ScaleConverter from pint.testsuite import helpers class TestConverter: def test_converter(self): c = Converter() assert c.is_multiplicative assert not c.is_logarithmic assert c.to_reference(8) assert c.from_reference(8) def test_multiplicative_converter(self): c = ScaleConverter(20.0) assert c.is_multiplicative assert not c.is_logarithmic assert c.from_reference(c.to_reference(100)) == 100 assert c.to_reference(c.from_reference(100)) == 100 def test_offset_converter(self): c = OffsetConverter(20.0, 2) assert not c.is_multiplicative assert not c.is_logarithmic assert c.from_reference(c.to_reference(100)) == 100 assert c.to_reference(c.from_reference(100)) == 100 def test_log_converter(self): c = LogarithmicConverter(scale=1, logbase=10, logfactor=1) assert not c.is_multiplicative assert c.is_logarithmic assert round(abs(c.to_reference(0) - 1), 7) == 0 assert round(abs(c.to_reference(1) - 10), 7) == 0 assert round(abs(c.to_reference(2) - 100), 7) == 0 assert round(abs(c.from_reference(1) - 0), 7) == 0 assert round(abs(c.from_reference(10) - 1), 7) == 0 assert round(abs(c.from_reference(100) - 2), 7) == 0 arb_value = 20.0 assert ( round(abs(c.from_reference(c.to_reference(arb_value)) - arb_value), 7) == 0 ) assert ( round(abs(c.to_reference(c.from_reference(arb_value)) - arb_value), 7) == 0 ) @helpers.requires_numpy def test_converter_inplace(self): for c in (ScaleConverter(20.0), OffsetConverter(20.0, 2)): fun1 = lambda x, y: c.from_reference(c.to_reference(x, y), y) fun2 = lambda x, y: c.to_reference(c.from_reference(x, y), y) for fun, (inplace, comp) in itertools.product( (fun1, fun2), ((True, True), (False, False)) ): a = np.ones((1, 10)) ac = np.ones((1, 10)) r = fun(a, inplace) np.testing.assert_allclose(r, ac) if comp: assert a is r else: assert a is not r @helpers.requires_numpy def test_log_converter_inplace(self): arb_value = 3.13 c = LogarithmicConverter(scale=1, logbase=10, logfactor=1) from_to = lambda value, inplace: c.from_reference( c.to_reference(value, inplace), inplace ) to_from = lambda value, inplace: c.to_reference( c.from_reference(value, inplace), inplace ) for fun, (inplace, comp) in itertools.product( (from_to, to_from), ((True, True), (False, False)) ): arb_array = arb_value * np.ones((1, 10)) result = fun(arb_array, inplace) np.testing.assert_allclose(result, arb_array) if comp: assert arb_array is result else: assert arb_array is not result def test_from_arguments(self): assert Converter.from_arguments(scale=1) == ScaleConverter(1) assert Converter.from_arguments(scale=2, offset=3) == OffsetConverter(2, 3) assert Converter.from_arguments( scale=4, logbase=5, logfactor=6 ) == LogarithmicConverter(4, 5, 6)