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3 Commits

Author SHA1 Message Date
efc1c8f029
Fully un-busted yet slow Trie 2023-10-27 08:19:03 -04:00
43a2e51712
Less busted trie 2023-10-26 20:44:05 -04:00
88e4e319d3
Busted trie impl 2023-10-26 19:59:11 -04:00
2 changed files with 109 additions and 0 deletions

View File

@ -445,3 +445,56 @@ class RandomizedSet:
def getRandom(self) -> int: def getRandom(self) -> int:
return random.choice(self._l) return random.choice(self._l)
class TrieNode(typing.NamedTuple):
value: str
kids: dict[str, "TrieNode"]
@property
def is_leaf(self) -> bool:
return "__self__" in self.kids
@classmethod
def leaf(cls) -> "TrieNode":
return cls("__self__", {})
class Trie:
def __init__(self):
self._root_node = TrieNode("", {})
def insert(self, word: str) -> None:
if len(word) == 0:
return
current_node = self._root_node
for prefix in [word[: i + 1] for i in range(len(word))]:
current_node.kids.setdefault(prefix, TrieNode(prefix, {}))
current_node = current_node.kids[prefix]
leaf = TrieNode.leaf()
current_node.kids[leaf.value] = leaf
def search(self, word: str) -> bool:
return self._has(word, prefix_ok=False)
def startsWith(self, prefix: str) -> bool:
return self._has(prefix, prefix_ok=True)
def _has(self, word: str, prefix_ok: bool) -> bool:
if len(word) == 0:
return True
reverse_path = [word[: i + 1] for i in range(len(word))][::-1]
current_node = self._root_node
while reverse_path and current_node is not None:
current_node = current_node.kids.get(reverse_path.pop())
return (
current_node is not None
and (current_node.is_leaf or prefix_ok)
and current_node.value == word
)

View File

@ -388,3 +388,59 @@ def test_randomized_set(cls: type[stuff.RandomizedSet] | type[stuff.SlowRandomiz
assert inst.insert(2) is True assert inst.insert(2) is True
assert inst.remove(1) is True assert inst.remove(1) is True
assert inst.getRandom() == 2 assert inst.getRandom() == 2
def test_trie_single_letter():
trie = stuff.Trie()
assert trie.insert("a") is None
assert trie.search("a") is True
assert trie.startsWith("a") is True
def test_trie_prefix_leaf():
trie = stuff.Trie()
assert trie.insert("apple") is None
assert trie.search("apple") is True
assert trie.search("app") is False
assert trie.startsWith("app") is True
assert trie.insert("app") is None
assert trie.search("app") is True
def test_trie_two_letter():
trie = stuff.Trie()
assert trie.insert("ab") is None
assert trie.search("a") is False
assert trie.startsWith("a") is True
def test_trie_busy():
trie = stuff.Trie()
assert trie.insert("app") is None
assert trie.insert("apple") is None
assert trie.insert("beer") is None
assert trie.insert("add") is None
assert trie.insert("jam") is None
assert trie.insert("rental") is None
assert trie.search("apps") is False
assert trie.search("app") is True
assert trie.search("ad") is False
assert trie.search("applepie") is False
assert trie.search("rest") is False
assert trie.search("jan") is False
assert trie.search("rent") is False
assert trie.search("beer") is True
assert trie.search("jam") is True
assert trie.startsWith("apps") is False
assert trie.startsWith("app") is True
assert trie.startsWith("ad") is True
assert trie.startsWith("applepie") is False
assert trie.startsWith("rest") is False
assert trie.startsWith("jan") is False
assert trie.startsWith("rent") is True
assert trie.startsWith("beer") is True
assert trie.startsWith("jam") is True