|  | # Copyright 2016 The Chromium Authors. All rights reserved. | 
|  | # Use of this source code is governed by a BSD-style license that can be | 
|  | # found in the LICENSE file. | 
|  |  | 
|  | from collections import defaultdict | 
|  |  | 
|  |  | 
|  | def _single_trie(string_to_value_pairs, index): | 
|  | """Build a single trie from a dict of input string to output values. | 
|  |  | 
|  | This function assumes that all of the strings in | 
|  | string_to_value_pairs have the same length. | 
|  | The input | 
|  | {'abcd': 'ABCD', 'adef': 'ADEF', 'adeg': 'ADEG'} | 
|  | creates a trie like this: | 
|  | { | 
|  | 'a' : { | 
|  | 'b': {'cd' : "ABCD"}, | 
|  | 'd' : { | 
|  | 'e' : { | 
|  | 'f' : {'': "ADEF"}, | 
|  | 'g' : {'': "ADEG"}, | 
|  | }, | 
|  | }, | 
|  | }, | 
|  | } | 
|  | """ | 
|  | dicts_by_indexed_letter = defaultdict(list) | 
|  | for string, value in string_to_value_pairs: | 
|  | dicts_by_indexed_letter[string[index]].append((string, value)) | 
|  |  | 
|  | output = {} | 
|  | for char, d in dicts_by_indexed_letter.items(): | 
|  | if len(d) == 1: | 
|  | string = d[0][0] | 
|  | value = d[0][1] | 
|  | output[char] = {string[index + 1:]: value} | 
|  | else: | 
|  | output[char] = _single_trie(d, index + 1) | 
|  |  | 
|  | return output | 
|  |  | 
|  |  | 
|  | def trie_list_by_str_length(str_to_return_value_dict): | 
|  | """Make a list of tries from a dict of input string to output value. | 
|  |  | 
|  | All strings should be all lower case. | 
|  | """ | 
|  | dicts_by_length = defaultdict(list) | 
|  | for string, value in str_to_return_value_dict.items(): | 
|  | dicts_by_length[len(string)].append((string, value)) | 
|  |  | 
|  | output = [] | 
|  | for length, pairs in dicts_by_length.items(): | 
|  | output.append((length, _single_trie(sorted(pairs), 0))) | 
|  |  | 
|  | return output |