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| 1 | +# https://leetcode.com/problems/implement-trie-prefix-tree/ |
| 2 | + |
| 3 | + |
| 4 | +class Node: |
| 5 | + def __init__(self, val): |
| 6 | + self.val = val |
| 7 | + self.children = {} |
| 8 | + |
| 9 | + def add_children(self, val): |
| 10 | + if val not in self.children: |
| 11 | + self.children[val] = Node(val) |
| 12 | + return self.children[val] |
| 13 | + |
| 14 | + |
| 15 | +class Trie: |
| 16 | + |
| 17 | + def __init__(self): |
| 18 | + """ |
| 19 | + Initialize your data structure here. |
| 20 | + """ |
| 21 | + self.root = Node("/") |
| 22 | + |
| 23 | + def insert(self, word): |
| 24 | + """ |
| 25 | + Inserts a word into the trie. |
| 26 | + :type word: str |
| 27 | + :rtype: void |
| 28 | + """ |
| 29 | + def insert_util(word, i, root): |
| 30 | + if i == len(word): |
| 31 | + root.add_children("$") |
| 32 | + return |
| 33 | + insert_util(word, i + 1, root.add_children(word[i])) |
| 34 | + insert_util(word, 0, self.root) |
| 35 | + |
| 36 | + def search(self, word): |
| 37 | + """ |
| 38 | + Returns if the word is in the trie. |
| 39 | + :type word: str |
| 40 | + :rtype: bool |
| 41 | + """ |
| 42 | + def search_util(word, i, root): |
| 43 | + if i == len(word): |
| 44 | + return "$" in root.children |
| 45 | + return word[i] in root.children and search_util(word, i + 1, root.children[word[i]]) |
| 46 | + return search_util(word, 0, self.root) |
| 47 | + |
| 48 | + def startsWith(self, prefix): |
| 49 | + """ |
| 50 | + Returns if there is any word in the trie that starts with the given prefix. |
| 51 | + :type prefix: str |
| 52 | + :rtype: bool |
| 53 | + """ |
| 54 | + def search_util(word, i, root): |
| 55 | + if i == len(word): |
| 56 | + return True |
| 57 | + return word[i] in root.children and search_util(word, i + 1, root.children[word[i]]) |
| 58 | + return search_util(prefix, 0, self.root) |
| 59 | + |
| 60 | + |
| 61 | +# Your Trie object will be instantiated and called as such: |
| 62 | +# obj = Trie() |
| 63 | +# obj.insert(word) |
| 64 | +# param_2 = obj.search(word) |
| 65 | +# param_3 = obj.startsWith(prefix) |
| 66 | + |
| 67 | +class Trie_Iterative: |
| 68 | + |
| 69 | + def __init__(self): |
| 70 | + """ |
| 71 | + Initialize your data structure here. |
| 72 | + """ |
| 73 | + self.root = Node("/") |
| 74 | + |
| 75 | + def insert(self, word): |
| 76 | + """ |
| 77 | + Inserts a word into the trie. |
| 78 | + :type word: str |
| 79 | + :rtype: void |
| 80 | + """ |
| 81 | + root = self.root |
| 82 | + for i in range(0, len(word)): |
| 83 | + root = root.add_children(word[i]) |
| 84 | + root.add_children("$") |
| 85 | + |
| 86 | + def search(self, word): |
| 87 | + """ |
| 88 | + Returns if the word is in the trie. |
| 89 | + :type word: str |
| 90 | + :rtype: bool |
| 91 | + """ |
| 92 | + root = self.root |
| 93 | + ans = True |
| 94 | + for i in range(0, len(word)): |
| 95 | + ans = word[i] in root.children |
| 96 | + if not ans: |
| 97 | + break |
| 98 | + root = root.children[word[i]] |
| 99 | + return ans and "$" in root.children |
| 100 | + |
| 101 | + def startsWith(self, prefix): |
| 102 | + """ |
| 103 | + Returns if there is any word in the trie that starts with the given prefix. |
| 104 | + :type prefix: str |
| 105 | + :rtype: bool |
| 106 | + """ |
| 107 | + root = self.root |
| 108 | + ans = True |
| 109 | + for i in range(0, len(prefix)): |
| 110 | + ans = prefix[i] in root.children |
| 111 | + if not ans: |
| 112 | + break |
| 113 | + root = root.children[prefix[i]] |
| 114 | + return ans |
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