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hello-algo/codes/python/chapter_hashing/array_hash_map.py

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3.2 KiB

"""
File: array_hash_map.py
Created Time: 2022-12-14
Author: msk397 (machangxinq@gmail.com)
"""
import sys, os.path as osp
sys.path.append(osp.dirname(osp.dirname(osp.abspath(__file__))))
from modules import *
class Entry:
""" 键值对 int->String """
def __init__(self, key: int, val: str):
self.key = key
self.val = val
class ArrayHashMap:
""" 基于数组简易实现的哈希表 """
def __init__(self):
""" 构造方法 """
# 初始化一个长度为 100 的桶(数组)
self.buckets: List[Optional[Entry]] = [None] * 100
def hash_func(self, key: int) -> int:
""" 哈希函数 """
index: int = key % 100
return index
def get(self, key: int) -> str:
""" 查询操作 """
index: int = self.hash_func(key)
pair: Entry = self.buckets[index]
if pair is None:
return None
return pair.val
def put(self, key: int, val: str) -> None:
""" 添加操作 """
pair = Entry(key, val)
index: int = self.hash_func(key)
self.buckets[index] = pair
def remove(self, key: int) -> None:
""" 删除操作 """
index: int = self.hash_func(key)
# 置为 None ,代表删除
self.buckets[index] = None
def entry_set(self) -> List[Entry]:
""" 获取所有键值对 """
result: List[Entry] = []
for pair in self.buckets:
if pair is not None:
result.append(pair)
return result
def key_set(self) -> List[int]:
""" 获取所有键 """
result: List[int] = []
for pair in self.buckets:
if pair is not None:
result.append(pair.key)
return result
def value_set(self) -> List[str]:
""" 获取所有值 """
result: List[str] = []
for pair in self.buckets:
if pair is not None:
result.append(pair.val)
return result
def print(self) -> None:
""" 打印哈希表 """
for pair in self.buckets:
if pair is not None:
print(pair.key, "->", pair.val)
""" Driver Code """
if __name__ == "__main__":
""" 初始化哈希表 """
mapp = ArrayHashMap()
""" 添加操作 """
# 在哈希表中添加键值对 (key, value)
mapp.put(12836, "小哈")
mapp.put(15937, "小啰")
mapp.put(16750, "小算")
mapp.put(13276, "小法")
mapp.put(10583, "小鸭")
print("\n添加完成后,哈希表为\nKey -> Value")
mapp.print()
""" 查询操作 """
# 向哈希表输入键 key ,得到值 value
name = mapp.get(15937)
print("\n输入学号 15937 ,查询到姓名 " + name)
""" 删除操作 """
# 在哈希表中删除键值对 (key, value)
mapp.remove(10583)
print("\n删除 10583 后,哈希表为\nKey -> Value")
mapp.print()
""" 遍历哈希表 """
print("\n遍历键值对 Key->Value")
for pair in mapp.entry_set():
print(pair.key, "->", pair.val)
print("\n单独遍历键 Key")
for key in mapp.key_set():
print(key)
print("\n单独遍历值 Value")
for val in mapp.value_set():
print(val)