def test_convert_string_space():
space = StringSpace(length_range=Int64Range(min=1, max=2))
converted_space = py_converters.convert_sequence_space(space)
assert isinstance(converted_space, Sequence)
assert converted_space.dtype == str
assert converted_space.size_range[0] == 1
assert converted_space.size_range[1] == 2
def test_convert_bytes_sequence_space():
seq = BytesSequenceSpace(length_range=Int64Range(min=1, max=2))
converted_seq = py_converters.convert_sequence_space(seq)
assert isinstance(converted_seq, Sequence)
assert converted_seq.dtype == bytes
assert converted_seq.size_range[0] == 1
assert converted_seq.size_range[1] == 2
def test_convert_double_sequence_space():
seq = DoubleSequenceSpace(
length_range=Int64Range(min=1, max=2), scalar_range=DoubleRange(min=3.1, max=4)
)
converted_seq = py_converters.convert_sequence_space(seq)
assert isinstance(converted_seq, Sequence)
assert converted_seq.dtype == float
assert converted_seq.size_range[0] == 1
assert converted_seq.size_range[1] == 2
assert isinstance(converted_seq.scalar_range, Scalar)
assert converted_seq.scalar_range.min == 3.1
assert converted_seq.scalar_range.max == 4
def test_convert_float_sequence_space():
seq = FloatSequenceSpace(
length_range=Int64Range(min=1, max=2), scalar_range=FloatRange(min=3.1, max=4)
)
converted_seq = py_converters.convert_sequence_space(seq)
assert isinstance(converted_seq, Sequence)
assert converted_seq.dtype == np.float32
assert converted_seq.size_range[0] == 1
assert converted_seq.size_range[1] == 2
assert isinstance(converted_seq.scalar_range, Scalar)
assert np.isclose(converted_seq.scalar_range.min, 3.1)
assert converted_seq.scalar_range.max == 4
def test_convert_int64_sequence_space():
seq = Int64SequenceSpace(
length_range=Int64Range(min=1, max=2), scalar_range=Int64Range(min=3, max=4)
)
converted_seq = py_converters.convert_sequence_space(seq)
assert isinstance(converted_seq, Sequence)
assert converted_seq.dtype == np.int64
assert converted_seq.size_range[0] == 1
assert converted_seq.size_range[1] == 2
assert isinstance(converted_seq.scalar_range, Scalar)
assert converted_seq.scalar_range.min == 3
assert converted_seq.scalar_range.max == 4
def test_convert_boolean_sequence_space():
seq = BooleanSequenceSpace(
length_range=Int64Range(min=1, max=2),
scalar_range=BooleanRange(min=True, max=False),
)
converted_seq = py_converters.convert_sequence_space(seq)
assert isinstance(converted_seq, Sequence)
assert converted_seq.dtype == bool
assert converted_seq.size_range[0] == 1
assert converted_seq.size_range[1] == 2
assert isinstance(converted_seq.scalar_range, Scalar)
assert converted_seq.scalar_range.min == True # noqa: E712
assert converted_seq.scalar_range.max == False # noqa: E712