human
What is a the Python program you requested given the following:
Complete the below
def _validate_opts(opts):

    ''''Check that all of the types of values passed into the config are
    of the right types'
    '''
assistant
#Here is the Python program you requested.
    def format_multi_opt(valid_type):
        try:
            num_types = len(valid_type)
        except TypeError:
            return valid_type.__name__
        else:
            def get_types(types, type_tuple):
                for item in type_tuple:
                    if isinstance(item, tuple):
                        get_types(types, item)
                    else:
                        try:
                            types.append(item.__name__)
                        except AttributeError:
                            log.warning('Unable    to    interpret    type    %s    while    validating    configuration', item)
            types = []
            get_types(types, valid_type)
            ret = ',    '.join(types[:(-1)])
            ret += ('    or    ' + types[(-1)])
            return ret
    errors = []
    err = "Key    '{0}'    with    value    {1}    has    an    invalid    type    of    {2},    a    {3}    is    required    for    this    value"
    for (key, val) in six.iteritems(opts):
        if (key in VALID_OPTS):
            if (val is None):
                if (VALID_OPTS[key] is None):
                    continue
                else:
                    try:
                        if (None in VALID_OPTS[key]):
                            continue
                    except TypeError:
                        pass
            if isinstance(val, VALID_OPTS[key]):
                continue
            if (isinstance(val, six.string_types) and val.startswith('sdb://')):
                continue
            if hasattr(VALID_OPTS[key], '__call__'):
                try:
                    VALID_OPTS[key](val)
                    if isinstance(val, (list, dict)):
                        errors.append(err.format(key, val, type(val).__name__, VALID_OPTS[key].__name__))
                except (TypeError, ValueError):
                    errors.append(err.format(key, val, type(val).__name__, VALID_OPTS[key].__name__))
                continue
            errors.append(err.format(key, val,...