def test_not_set_subset_X(matrix_type, subset_func):
    adata = ad.AnnData(matrix_type(asarray(sparse.random(20, 20))))
    init_hash = joblib.hash(adata)
    orig_X_val = adata.X.copy()
    while True:
        subset_idx = slice_subset(adata.obs_names)
        if len(adata[subset_idx, :]) > 2:
            break
    subset = adata[subset_idx, :]

    subset = adata[:, subset_idx]

    internal_idx = _normalize_index(
        subset_func(np.arange(subset.X.shape[1])), subset.var_names
    )
    assert subset.is_view
    subset.X[:, internal_idx] = 1
    assert not subset.is_view
    assert not np.any(asarray(adata.X != orig_X_val))

    assert init_hash == joblib.hash(adata)
def _handle_signal_gracefully(cls, signum, signame, traceback_lines):
        """Signal handler for non-fatal signals which raises or logs an error and exits with
        failure."""
        # Extract the stack, and format an entry to be written to the exception log.
        formatted_traceback = cls._format_traceback(
            traceback_lines=traceback_lines, should_print_backtrace=True
        )
        signal_error_log_entry = cls._CATCHABLE_SIGNAL_ERROR_LOG_FORMAT.format(
            signum=signum, signame=signame, formatted_traceback=formatted_traceback
        )
        # TODO: determine the appropriate signal-safe behavior here (to avoid writing to our file
        # descriptors re-entrantly, which raises an IOError).
        # This method catches any exceptions raised within it.
        cls.log_exception(signal_error_log_entry)

        # Create a potentially-abbreviated traceback for the terminal or other interactive stream.
        formatted_traceback_for_terminal = cls._format_traceback(
            traceback_lines=traceback_lines,
            should_print_backtrace=cls._should_print_backtrace_to_terminal,
        )
        terminal_log_entry = cls._CATCHABLE_SIGNAL_ERROR_LOG_FORMAT.format(
            signum=signum, signame=signame, formatted_traceback=formatted_traceback_for_terminal
        )
        # Exit, printing the output to the terminal.
        cls._exit_with_failure(terminal_log_entry)