class LengthError(BaseException): pass class MirrorError(BaseException): pass def raise_valueerror_if_data_is_not_lists_or_tuples(lists): """Check that `lists` is a list of lists: If not, raise an exception.""" def is_list_or_tuple(item): return type(item) == type([]) or type(item) == type(tuple) if (not is_list_or_tuple(lists)) or (not all(map(is_list_or_tuple, lists))): raise ValueError("Expected list or tuple") def raise_valueerror_if_lists_empty(lists): """Check that the list and its direct children are not empty.""" def empty(lst): return len(lst) == 0 if (empty(lists)) or not all(map(lambda x: not empty(x), lists)): raise ValueError("List/Tuple should NOT be empty!") def raise_lengtherror_if_child_lists_are_not_same_as_parent(lists): def len_is_same_as_parent(lst): return len(lst) == len(lists) if not all(map(len_is_same_as_parent, lists)): raise LengthError("All children lists should be same length as the parent.") def nearest(lists, i, j): """Computes some form of distance. This is 'copied' over from genenetwork1, from https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/heatmap/slink.py#L42-L64. This description should be updated once the form/type of 'distance' identified.""" #### Guard Functions: Should we do this a different way? #### raise_valueerror_if_data_is_not_lists_or_tuples(lists) raise_valueerror_if_lists_empty(lists) raise_lengtherror_if_child_lists_are_not_same_as_parent(lists) #### END: Guard Functions #### return None