def test_add_dummy_feature_sparse(sparse_clf_dataset, value): # noqa: F811
X_np, X = sparse_clf_dataset
t_X = cu_add_dummy_feature(X, value=value)
assert type(t_X) == type(X)
sk_t_X = sk_add_dummy_feature(X_np, value=value)
assert_allclose(t_X, sk_t_X)
def test_add_dummy_feature_sparse(sparse_dataset_with_coo, # noqa: F811
value):
X_np, X = sparse_dataset_with_coo
t_X = cu_add_dummy_feature(X, value=value)
# assert type(t_X) == type(X)
if cp.sparse.issparse(X):
assert cp.sparse.issparse(t_X)
if scipy.sparse.issparse(X):
assert scipy.sparse.issparse(t_X)
sk_t_X = sk_add_dummy_feature(X_np, value=value)
assert_allclose(t_X, sk_t_X)
