tests/test_prompt_space.py

from stimulus_synthesis.spaces import Candidate, PromptSearchSpace


def test_prompt_space_decode_mutate_and_crossover():
    space = PromptSearchSpace(
        prompt_banks={
            "subject": ["person", "face"],
            "action": ["running", "walking"],
        }
    )
    cand = Candidate((0, 1))

    assert space.decode(cand) == "person walking"
    assert len(space.mutate(cand, mutation_rate=1.0).genes) == 2

    child_a, child_b = space.crossover(Candidate((0, 0)), Candidate((1, 1)), crossover_rate=1.0)
    assert len(child_a.genes) == 2
    assert len(child_b.genes) == 2