Files
hello-algo/en/codes/python/chapter_hashing/array_hash_map.py
Yudong Jin 14c314c08c Retranslate the complete English edition from Simplified Chinese (#2010)
* Retranslate the complete English edition from Simplified Chinese

* Polish three English explanations after reader-focused review
2026-10-31 03:35:51 +08:00

118 lines
3.1 KiB
Python

"""
File: array_hash_map.py
Created Time: 2022-12-14
Author: msk397 (machangxinq@gmail.com)
"""
class Pair:
"""Key-value pair"""
def __init__(self, key: int, val: str):
self.key = key
self.val = val
class ArrayHashMap:
"""Hash table implemented with an array"""
def __init__(self):
"""Constructor"""
# Initialize an array containing 100 buckets
self.buckets: list[Pair | None] = [None] * 100
def hash_func(self, key: int) -> int:
"""Hash function"""
index = key % 100
return index
def get(self, key: int) -> str | None:
"""Lookup operation"""
index: int = self.hash_func(key)
pair: Pair = self.buckets[index]
if pair is None:
return None
return pair.val
def put(self, key: int, val: str):
"""Insert and update operations"""
pair = Pair(key, val)
index: int = self.hash_func(key)
self.buckets[index] = pair
def remove(self, key: int):
"""Remove operation"""
index: int = self.hash_func(key)
# Set to None to mark removal
self.buckets[index] = None
def entry_set(self) -> list[Pair]:
"""Get all key-value pairs"""
result: list[Pair] = []
for pair in self.buckets:
if pair is not None:
result.append(pair)
return result
def key_set(self) -> list[int]:
"""Get all keys"""
result = []
for pair in self.buckets:
if pair is not None:
result.append(pair.key)
return result
def value_set(self) -> list[str]:
"""Get all values"""
result = []
for pair in self.buckets:
if pair is not None:
result.append(pair.val)
return result
def print(self):
"""Print the hash table"""
for pair in self.buckets:
if pair is not None:
print(pair.key, "->", pair.val)
"""Driver code"""
if __name__ == "__main__":
# Initialize the hash table
hmap = ArrayHashMap()
# Insert operation
# Insert the key-value pair (key, value) into the hash table
hmap.put(12836, "小哈")
hmap.put(15937, "小啰")
hmap.put(16750, "小算")
hmap.put(13276, "小法")
hmap.put(10583, "小鸭")
print("\nHash table after insertion:\nKey -> Value")
hmap.print()
# Lookup operation
# Look up key in the hash table to obtain value
name = hmap.get(15937)
print("\nLook up student ID 15937 to obtain the name " + name)
# Remove operation
# Remove the key-value pair (key, value) from the hash table
hmap.remove(10583)
print("\nHash table after removing 10583:\nKey -> Value")
hmap.print()
# Traverse the hash table
print("\nTraverse key-value pairs: Key->Value")
for pair in hmap.entry_set():
print(pair.key, "->", pair.val)
print("\nTraverse keys only: Key")
for key in hmap.key_set():
print(key)
print("\nTraverse values only: Value")
for val in hmap.value_set():
print(val)