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python hash table using linear probing
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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] |
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I have a small question. Please answer if you could , I just manipulated the above code by removing load factor regarding code. It is working fine for one successive linear probe but not from second probe and it isn't even completing the whole process. This is my code
`class HashTable(object):
def init(self):
self.max_length=11
self.table = [None]*self.max_length
self.length=0
hash_table=HashTable()
#1st test case
hash_table.store(11804562,"Dhanush")
print(hash_table.find_item(11804562))
print(hash_table.get_item(11804562))
#2nd
hash_table.store(11804573,"Sravan")
print(hash_table.find_item(11804573))
print(hash_table.get_item(11804573))
#3rd
hash_table.store(11804584,"Omeswar")
print(hash_table.length)
#print(hash_table.find_item(11804584))
#print(hash_table.get_item(11804584))`
The hash_value of three keys in above test cases is zero, It is working for 2nd test case but not for 3rd. Once try to run ,debug and give me some feedback regarding that.
Thanks in advance !