def test_uniform_search_space_bad_step():
search_space = {"low": 0, "high": 5, "step": [1]}
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
search_space = {"low": 0, "high": 5, "step": 6}
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
def test_uniform_search_space_no_step():
search_space = {"low": 0, "high": 5}
search_space = validate_uniform(search_space)
assert "step" in search_space.keys()
assert search_space["step"] is None
def test_uniform_search_space_no_low():
search_space = {
"high": 5,
}
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
def test_uniform_search_space_no_high():
search_space = {
"low": -5,
}
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
def test_uniform_search_space_bad_low_high():
search_space = {
"low": 6,
"high": 5,
}
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
def test_uniform_search_space_ok():
search_space = {
"low": -5,
"high": 5,
"step": 0.1,
}
search_space = validate_uniform(search_space)
def test_uniform_search_space_not_dict():
search_space = ([-5, 5], )
with pytest.raises(ValidationError):
search_space = validate_uniform(search_space)
