def test_set_scalar_subset_X(matrix_type, subset_func):
    adata = ad.AnnData(matrix_type(np.zeros((10, 10))))
    orig_X_val = adata.X.copy()
    subset_idx = slice_subset(adata.obs_names)

    adata_subset = adata[subset_idx, :]

    adata_subset.X = 1

    assert adata_subset.is_view
    assert np.all(asarray(adata[subset_idx, :].X) == 1)

    assert asarray((orig_X_val != adata.X)).sum() == mul(*adata_subset.shape)
def test_telemetry_imports_catboost(runner, live_mock_server, parse_ctx):
    with runner.isolated_filesystem():
        with mock.patch.dict("sys.modules", {"catboost": mock.Mock()}):
            import catboost

            run = wandb.init()
            run.finish()

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

            # catboost in both init and finish modules
            assert telemetry and 7 in telemetry.get("1", [])
            assert telemetry and 7 in telemetry.get("2", [])