def test_lognormal_search_space_no_low_high():
search_space = {"mu": 1e-0, "sigma": 1e1, "step": 1e-6, "base": 10}
search_space = validate_lognormal(search_space)
assert "low" in search_space.keys()
assert search_space["low"] == 0
assert "high" in search_space.keys()
assert search_space["high"] == np.inf
def test_lognormal_search_space_no_base_step():
search_space = {"mu": 1e-0, "sigma": 1e1, "low": 1e-5, "high": 1e5}
search_space = validate_lognormal(search_space)
assert "base" in search_space.keys()
assert search_space["base"] == 10
assert "step" in search_space.keys()
assert search_space["step"] is None
def test_lognormal_search_space_ok():
search_space = {
"mu": 1e-0,
"sigma": 1e1,
"low": 1e-5,
"high": 1e5,
"step": 1e-6,
"base": 10,
}
search_space = validate_lognormal(search_space)
def test_lognormal_search_space_bad_low_0():
search_space = {
"mu": 1e-0,
"sigma": 1e1,
"low": -1e-5,
"high": 1e5,
"step": 1e-6,
"base": 10,
}
with pytest.raises(ValidationError):
search_space = validate_lognormal(search_space)
def test_lognormal_search_space_not_dict():
search_space = [1e-5, 1e5],
with pytest.raises(ValidationError):
search_space = validate_lognormal(search_space)
