from dirty_cat._fast_hash import ngram_min_hash
from dirty_cat.tests.utils import generate_data


def test_fast_hash() -> None:
    data = generate_data(100, as_list=True)
    a = data[0]

    min_hash = ngram_min_hash(a, seed=0)
    min_hash2 = ngram_min_hash(a, seed=0)
    assert min_hash == min_hash2

    list_min_hash = [ngram_min_hash(a, seed=seed) for seed in range(50)]
    assert len(set(list_min_hash)) > 45, "Too many hash collisions"

    min_hash4 = ngram_min_hash(a, seed=0, return_minmax=True)
    assert len(min_hash4) == 2
