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29 changes: 29 additions & 0 deletions tests/unit/autojac/_transform/test_select.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,8 @@
from contextlib import nullcontext as does_not_raise

import torch
from pytest import mark, raises
from unit._utils import ExceptionContext

from torchjd.autojac._transform import Select, TensorDict

Expand Down Expand Up @@ -53,3 +57,28 @@ def test_conjunction_of_selects_is_select():
expected_output = select(input)

assert_tensor_dicts_are_close(output, expected_output)


@mark.parametrize(
["key_indices", "required_key_indices", "expectation"],
[
([0], [0, 1], does_not_raise()),
([0], [1], raises(ValueError)),
([0, 1], [0], raises(ValueError)),
([], [0], does_not_raise()),
],
)
def test_keys_check(
key_indices: list[int], required_key_indices: list[int], expectation: ExceptionContext
):
"""
Tests that the Select transform correctly checks that the keys are a subset of the required
keys.
"""

all_keys = [torch.tensor(i) for i in range(2)]
keys = [all_keys[i] for i in key_indices]
required_keys = [all_keys[i] for i in required_key_indices]

with expectation:
_ = Select(keys, required_keys)