def does_match_extra_params_space(self, exp_id, params, score) -> bool:
"""Check candidate compatibility with `model_extra_params` template space choices
Parameters
----------
exp_id: String
Candidate Experiment ID
params: Dict
Candidate "model_extra_params" to compare to the template in :attr:`model_params`
score: Number
Value of the candidate Experiment's target metric
Returns
-------
Boolean
True if candidate `params` fit in `model_extra_params` space choices. Else, False"""
return does_fit_in_space(dict(model_extra_params=params),
self.mini_spaces["model_extra_params"])
def test_does_fit_in_space(space_fixture, params, does_fit):
assert does_fit_in_space(params, space_fixture) is does_fit
