Source code for algorithms.hash_tables.hash_chain
"""
A hash chain is the successive application of a cryptographic hash function to a piece of data.
In computer security, a hash chain is a method to produce many one-time keys from a single key or password. [Wikipedia]
"""
[docs]class HashChain(object):
"""
Class HashChain realisation
Examples:
>>> hash_chain = HashChain(5)
>>> hash_chain.add("world")
>>> hash_chain.add("HellO")
>>> hash_chain.check(4)
HellO world
>>> hash_chain.find("World")
no
>>> hash_chain.find("world")
yes
>>> hash_chain.delete("world")
>>> hash_chain.check(4)
HellO
>>> hash_chain.delete("HellO")
>>> hash_chain.add("luck")
>>> hash_chain.add("GooD")
>>> hash_chain.check(2)
GooD luck
Explanation:
The ASCII code of ’w’ is 119, for ’o’ it is 111, for ’r’ it is 114,
for ’l’ it is 108, and for ’d’ it is 100. Thus, h("world") = 4.
It turns out that the hash value of “HellO“ is also 4.
We always insert in the beginning of the chain, so after adding
“world” and then “HellO” in the same chain index 4, first goes
“HellO” and then goes “world”. Of course, “World” is not found,
and “world” is found, because the strings are case-sensitive,
and the codes of ’W’ and ’w’ are different. After deleting “world”,
only “HellO” is found in the chain 4.
Similarly to “world” and “HellO”, after adding “luck” and
“GooD” to the same chain 2, first goes “GooD” and then “luck”.
"""
def __init__(self, bucket_count):
"""
Args:
bucket_count: max count of hash chain
"""
self._multiplier = 263
self._prime = 1000000007
self.bucket_count = bucket_count
self.elements = [[] for _ in range(0, bucket_count)]
def _hash_func(self, data):
"""
Hash function
Args:
data: text for hashing
Returns:
result of hash function
"""
ans = 0
for c in reversed(data):
ans = (ans * self._multiplier + ord(c)) % self._prime
return ans % self.bucket_count
@staticmethod
def _form_chain(chain):
"""
Function for formin chain
Args:
chain: text chain
"""
return ' '.join(chain)
def _check_data(self, data):
"""
Function for check data in hash table
Args:
data: string data
Returns:
return hash string and data
"""
hash_string = self._hash_func(data)
try:
ind = self.elements[hash_string].index(data)
except ValueError:
ind = -1
return hash_string, ind
[docs] def add(self, data):
"""
Add data to hash table
Args:
data: string data
"""
hash_string, ind = self._check_data(data)
if ind == -1:
self.elements[hash_string].append(data)
[docs] def find(self, data):
"""
Find data in hash table
Args:
data: string data
Returns:
True if found, False if not
"""
_, ind = self._check_data(data)
return ind != -1
[docs] def delete(self, data):
"""
Delete data from hash table
Args:
data: string data
"""
hash_string, ind = self._check_data(data)
if ind != -1:
self.elements[hash_string].pop(ind)
[docs] def check(self, idx):
"""
Check hash_chain by index
Args:
idx: index in hash
Returns:
String chain separated by space
"""
return self._form_chain(cur for cur in reversed(self.elements[idx]) if self._hash_func(cur) == idx)