<SYSTEM_TASK:>
Solve the following problem using Python, implementing the functions described below, one line at a time
<END_TASK>
<USER_TASK:>
Description:
 def merge_options_to_dict(options):
 """ Given a collection of Option objects or partial option dictionaries, merge everything to a single dictionary. """

    merged_options = {}
    for obj in options:
        if isinstance(obj,dict):
            new_opts = obj
        else:
            new_opts = {obj.key: obj.kwargs}

        merged_options = merge_option_dicts(merged_options, new_opts)
    return merged_options