def test_modify_uns_in_copy():
    # https://github.com/theislab/anndata/issues/571
    adata = ad.AnnData(np.ones((5, 5)), uns={"parent": {"key": "value"}})
    adata_copy = adata[:3].copy()
    adata_copy.uns["parent"]["key"] = "new_value"
    assert adata.uns["parent"]["key"] != adata_copy.uns["parent"]["key"]
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", [])