-
-
Save valiantone/638c195d8e38ee77a4f1a69fd67aec17 to your computer and use it in GitHub Desktop.
python hash table using linear probing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
class HashTable(object): | |
def __init__(self): | |
self.max_length = 8 | |
self.max_load_factor = 0.75 | |
self.length = 0 | |
self.table = [None] * self.max_length | |
def __len__(self): | |
return self.length | |
def __setitem__(self, key, value): | |
self.length += 1 | |
hashed_key = self._hash(key) | |
while self.table[hashed_key] is not None: | |
if self.table[hashed_key][0] == key: | |
self.length -= 1 | |
break | |
hashed_key = self._increment_key(hashed_key) | |
tuple = (key, value) | |
self.table[hashed_key] = tuple | |
if self.length / float(self.max_length) >= self.max_load_factor: | |
self._resize() | |
def __getitem__(self, key): | |
index = self._find_item(key) | |
return self.table[index][1] | |
def __delitem__(self, key): | |
index = self._find_item(key) | |
self.table[index] = None | |
def _hash(self, key): | |
# TODO more robust | |
return hash(key) % self.max_length | |
def _increment_key(self, key): | |
return (key + 1) % self.max_length | |
def _find_item(self, key): | |
hashed_key = self._hash(key) | |
if self.table[hashed_key] is None: | |
raise KeyError | |
if self.table[hashed_key][0] != key: | |
original_key = hashed_key | |
while self.table[hashed_key][0] != key: | |
hashed_key = self._increment_key(hashed_key) | |
if self.table[hashed_key] is None: | |
raise KeyError | |
if hashed_key == original_key: | |
raise KeyError | |
return hashed_key | |
def _resize(self): | |
self.max_length *= 2 | |
self.length = 0 | |
old_table = self.table | |
self.table = [None] * self.max_length | |
for tuple in old_table: | |
if tuple is not None: | |
self[tuple[0]] = tuple[1] |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment