Currently cudf::initialize throws when called multiple times in a single process. With the flags parameter added in #19906, users might want to perform different initialization steps at different times. cudf::initialize should be able to perform each part of initialization in different invocations and avoid duplicated steps, if the same flag has been set more than once.