def test_view_setattr_machinery(attr, subset_func, subset_func2):
    # Tests that setting attributes on a view doesn't mess anything up too bad
    adata = gen_adata((10, 10))
    view = adata[subset_func(adata.obs_names), subset_func2(adata.var_names)]

    actual = view.copy()
    setattr(view, attr, getattr(actual, attr))
    assert_equal(actual, view, exact=True)
def test_telemetry_imports_hf(runner, live_mock_server, parse_ctx):
    with runner.isolated_filesystem():
        run = wandb.init()

        with mock.patch.dict("sys.modules", {"transformers": mock.Mock()}):
            import transformers

            run.finish()

            ctx_util = parse_ctx(live_mock_server.get_ctx())
            telemetry = ctx_util.telemetry

            # hf in finish modules but not in init modules
            assert telemetry and 11 not in telemetry.get("1", [])
            assert telemetry and 11 in telemetry.get("2", [])