HashMaps/hm_include.py

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############## Provided by Oregon State University ###############
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# -------------- Used by both HashMaps (SC & OA) -------------- #
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class DynamicArrayException(Exception):
pass
class DynamicArray:
"""
Class implementing a Dynamic Array
Supported methods are:
append, pop, swap, get_at_index, set_at_index, length
"""
def __init__(self, arr=None) -> None:
"""Initialize new dynamic array using a list."""
self._data = arr.copy() if arr else []
def __iter__(self):
"""
Disable iterator capability for DynamicArray class
This means loops and aggregate functions like
those shown below won't work:
da = DynamicArray()
for value in da: # will not work
min(da) # will not work
max(da) # will not work
sort(da) # will not work
"""
return None
def __str__(self) -> str:
"""Override string method to provide more readable output."""
return str(self._data)
def append(self, value: object) -> None:
"""Add new element at the end of the array."""
self._data.append(value)
def pop(self):
"""Remove element from end of the array and return it."""
return self._data.pop()
def swap(self, i: int, j: int) -> None:
"""Swap two elements in array given their indices."""
self._data[i], self._data[j] = self._data[j], self._data[i]
def get_at_index(self, index: int):
"""Return value of element at a given index."""
if index < 0 or index >= self.length():
raise DynamicArrayException
return self._data[index]
def __getitem__(self, index: int):
"""Return value of element at a given index using [] syntax."""
return self.get_at_index(index)
def set_at_index(self, index: int, value: object) -> None:
"""Set value of element at a given index."""
if index < 0 or index >= self.length():
raise DynamicArrayException
self._data[index] = value
def __setitem__(self, index: int, value: object) -> None:
"""Set value of element at a given index using [] syntax."""
self.set_at_index(index, value)
def length(self) -> int:
"""Return length of array."""
return len(self._data)
def hash_function_1(key: str) -> int:
"""Sample Hash function #1 to be used with HashMap implementation"""
hash = 0
for letter in key:
hash += ord(letter)
return hash
def hash_function_2(key: str) -> int:
"""Sample Hash function #2 to be used with HashMap implementation"""
hash, index = 0, 0
index = 0
for letter in key:
hash += (index + 1) * ord(letter)
index += 1
return hash
# --------- For use in Separate Chaining (SC) HashMap --------- #
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class SLNode:
"""
Singly Linked List node for use in a hash map
"""
def __init__(self, key: str, value: object, next: "SLNode" = None) -> None:
"""Initialize node given a key and value."""
self.key = key
self.value = value
self.next = next
def __str__(self) -> str:
"""Override string method to provide more readable output."""
return "(" + str(self.key) + ": " + str(self.value) + ")"
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class LinkedListIterator:
"""
Separate iterator class for LinkedList
"""
def __init__(self, current_node: SLNode) -> None:
"""Initialize the iterator with a node."""
self._node = current_node
def __iter__(self) -> "LinkedListIterator":
"""Return the iterator."""
return self
def __next__(self) -> SLNode:
"""Obtain next node and advance iterator."""
if not self._node:
raise StopIteration
current_node = self._node
self._node = self._node.next
return current_node
class LinkedList:
"""
Class implementing a Singly Linked List
Supported methods are: insert, remove, contains, length, iterator
"""
def __init__(self) -> None:
"""
Initialize new linked list;
doesn't use a sentinel and keeps track of its size in a variable.
"""
self._head = None
self._size = 0
def __str__(self) -> str:
"""Override string method to provide more readable output."""
if not self._head:
return "SLL []"
content = str(self._head)
node = self._head.next
while node:
content += " -> " + str(node)
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node = node.next
return "SLL [" + content + "]"
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def __iter__(self) -> LinkedListIterator:
"""Return an iterator for the list, starting at the head."""
return LinkedListIterator(self._head)
def insert(self, key: str, value: object) -> None:
"""Insert new node at front of the list."""
self._head = SLNode(key, value, self._head)
self._size += 1
def remove(self, key: str) -> bool:
"""
Remove first node with matching key.
Return True if removal was successful, False otherwise.
"""
previous, node = None, self._head
while node:
if node.key == key:
if previous:
previous.next = node.next
else:
self._head = node.next
self._size -= 1
return True
previous, node = node, node.next
return False
def contains(self, key: str) -> SLNode:
"""Return node with matching key, or None if no match"""
node = self._head
while node:
if node.key == key:
return node
node = node.next
return node
def length(self) -> int:
"""Return the length of the list."""
return self._size
# ---------- For use in Open Addressing (OA) HashMap ---------- #
class HashEntry:
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def __init__(self, key: str, value: object) -> None:
"""Initialize an entry for use in a hash map."""
self.key = key
self.value = value
self.is_tombstone = False
def __str__(self) -> str:
"""Override string method to provide more readable output."""
return f"K: {self.key} V: {self.value} TS: {self.is_tombstone}"