def test_loguniform_search_space_bad_step():
search_space = {"low": 1e0, "high": 1e5, "step": [1]}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
search_space = {"low": 1e0, "high": 1e5, "step": 1e6}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_no_low():
search_space = {
"high": 1e5,
}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_no_step_no_base():
search_space = {"low": 1e0, "high": 1e5}
search_space = validate_loguniform(search_space)
assert "step" in search_space.keys()
assert search_space["step"] is None
assert "base" in search_space.keys()
assert search_space["base"] == 10
def test_loguniform_search_space_bad_low_high():
search_space = {
"low": 1e6,
"high": 1e5,
}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_low_not_positive():
search_space = {
"low": -1e1,
"high": 1e5,
}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_bad_base():
search_space = {
"low": 1e0,
"high": 1e5,
"base": [10],
}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_ok():
search_space = {
"low": 1e-5,
"high": 1e5,
"step": 1e-6,
"base": 10,
}
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_not_dict():
search_space = ([1e-5, 1e5], )
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
def test_loguniform_search_space_no_high():
search_space = {"low": 1e-5}
with pytest.raises(ValidationError):
search_space = validate_loguniform(search_space)
