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trie implementation python

Red Team answered on April 3, 2022 Popularity 8/10 Helpfulness 3/10

answer trie implementation python

related python trie

trie implementation python

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class TrieNode:
    def __init__(self):
        self.children = {}
        self.is_word = False

class Trie:
    def __init__(self):
        self.root = TrieNode()

    def insert(self, word):
        current = self.root
        for char in word:
            if char not in current.children:
                current.children[char] = TrieNode()
            current = current.children[char]
        current.is_word = True

    def search(self, word):
        current = self.root
        for char in word:
            if char not in current.children:
                return False
            current = current.children[char]
        return current.is_word

    def starts_with(self, prefix):
        current = self.root
        for char in prefix:
            if char not in current.children:
                return False
            current = current.children[char]
        return True

# Example usage:

trie = Trie()
trie.insert("apple")
trie.insert("banana")
trie.insert("cherry")

print(trie.search("apple"))  # True
print(trie.search("banana"))  # True
print(trie.search("cherry"))  # True
print(trie.search("dog"))  # False
print(trie.starts_with("app"))  # True
print(trie.starts_with("ban"))  # True
print(trie.starts_with("che"))  # True
print(trie.starts_with("dog"))  # False

Popularity 8/10 Helpfulness 3/10 Language python

Source: Grepper

Tags: implementation python trie

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Contributed on Feb 06 2024

Red Team

0 Answers Avg Quality 2/10

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python trie

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# A very simple trie to put together quickly for coding problems
WORD_KEY = '$'

def build_trie(words, trie = dict()):
  for word in words: # Add each word - letter by letter
    node = trie
    for letter in word: 
      node = node.setdefault(letter, {}) # node = node[letter].child
    node[WORD_KEY] = word # Mark "leaf" with word
  return trie

def exists(trie, word, index = 0):
  if index >= len(word): return trie.get(WORD_KEY, None) == word
  return trie.get(WORD_KEY, None) == word or (word[index] in trie and exists(trie[word[index]], word, index + 1))



# API
trie = build_trie(["hello", "hello again", "bye"])
assert exists(trie, "hello")
assert exists(trie, "hello again")
assert exists(trie, "bye")
assert not exists(trie, "")
assert not exists(trie, "hel")
trie = build_trie(["bye again", "will miss you"], trie)
assert exists(trie, "hello")
assert exists(trie, "hello again")
assert exists(trie, "bye")
assert exists(trie, "bye again")
assert not exists(trie, "")
assert not exists(trie, "hel")
assert not exists(trie, "hello ")
assert not exists(trie, "hello ag")
assert not exists(trie, "byebye")

Popularity 10/10 Helpfulness 4/10 Language python

Source: leetcode.com

Tags: python py

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Contributed on Apr 03 2022

Muddy Moose

0 Answers Avg Quality 2/10

trie implementation python

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