Question
look at the class below and then provide code for the functions that has pass written in them import random import sys from typing import
look at the class below and then provide code for the functions that has pass written in them
import random
import sys
from typing import Any, Optional
class Node(object):
'''A node in a skiplist. It stores a (key, value) pair along with pointers
for each level in its tower.
The key is used to compare nodes. The tower automatically includes level 0.
'''
def __init__(self, data: (Any,Any), height: int=0) -> None:
self.data = data
self.tower = [None] * (height + 1)
def __repr__(self) -> str:
return f'Node({self.data}, {len(self.tower)})'
def __str__(self) -> str:
return self.__repr__()
def height(self) -> int:
return len(self.tower) - 1
def key(self) -> Any:
return self.data[0]
def value(self) -> Any:
return self.data[1]
def add_level(self, forward: Optional[Node] = None) -> None:
'''Adds a level to this node which points to forward.""
self.tower.append(forward)
class SkipList(object):
'''A skiplist of nodes containing (key, value) pairs. Nodes are ordered
according to keys. Keys are unique, reinserting an existing key overwrites
the value.
The skiplist contains a sentinel node by default and the height of the
sentinel node is the height of the list.
'''
def __init__(self) -> None:
self.sentinel = Node((None, None), sys.maxsize)
self.size = 0
self.height = 1 #lowest height
def __len__(self) -> int:
'''Returns the number of pairs stored in this skiplist.
dunder method allows calling len() on this object""
return self.size
def __repr__(self) -> str:
'''Returns a string representation of this skiplist.
Implement any representation that helps you debug.
Parameters:
- self: mandatory reference to this object
Returns:
this skiplist's string representation.
'''
return f'SkipList({self.size})'
def __str__(self) -> str:
'''Returns a string representation of this skiplist.
See the link below for the difference between the __repr__ and __str__
methods: https://www.geeksforgeeks.org/str-vs-repr-in-python/
Parameters:
- self: mandatory reference to this object
Returns:
this skiplist's string representation.
'''
return self.__repr__()
def _search_path(self, key: Any) -> [Node]:
'''Returns the search path in this skiplist for key.
The search path contains one node for each level of the skiplist
starting from the highest and ending at level 0. The node for each
level is the one corresponding to a descend in the search path.
Parameters:
- self: mandatory reference to this object
- key: the key being searched for
Returns:
the descend nodes at each level of the skiplist, ordered from highest
level to level 0.
'''
path = [None] * (self.height + 1)
current = self.sentinel #search from heightest level
for i in range(self.height):
while current.tower[i] < key:
current = current.tower[i]
path[i] = current
return path
def _find_prev(self, key: Any) -> Node:
'''Returns the node in the skiplist that contains the predecessor key.
Parameters:
- self: mandatory reference to this object
- key: the key being searched for
Returns:
the node in the skiplist that contains the predecessor key.
'''
path = self._search_path(key)
if path[0].tower[0] == key: # check if key is already in the list
return path[0].tower[0]
return path[0]
def reset(self) -> None:
'''Empty the skiplist.
Parameters:
- self: mandatory reference to this object
Returns:
None
'''
pass
def height(self) -> int:
'''Returns the height of the skiplist.
The height is the largest level of the sentinel's tower.
Parameters:
- self: mandatory reference to this object
Returns:
the height of this skiplist.
'''
pass
def find(self, key: Any) -> Optional[Any]:
'''Returns the value stored in this skiplist corresponding to key, None
if key does not exist in this skiplist.
Parameters:
- self: mandatory reference to this object
- key: the key whose value is sought
Returns:
the stored value for key, None if key does not exist in this skiplist.
'''
pass
def find_range(self, key1: Any, key2: Any) -> [Any]:
'''Returns the values stored in this skiplist corresponding to the keys
between key1 and key2 inclusive in sorted order of keys.
Parameters:
- self: mandatory reference to this object
- key1: starting key in the range of keys whose value is sought
- key2: ending key in the range of keys whose value is sought
Returns:
the stored values for the keys between key1 and key2 inclusive in sorted
order of keys.
'''
pass
def remove(self, key: Any) -> Optional[Any]:
'''Returns the value stored for key in this skiplist and removes
(key, value) from this skiplist, returns None if key is not stored in
this skiplist.
Parameters:
- self: mandatory reference to this object
- key: the key to be removed
Returns:
the stored value for key in this skiplist, None if key does not exist
in this skiplist
'''
pass
def insert(self, data: (Any,Any)) -> None:
'''Inserts a (key value) pair in this skiplist, overwrites the old value
if key already exists.
Parameters:
- self: mandatory reference to this object
- data: the (key, value) pair
Returns:
None
'''
pass
def size(self) -> int:
'''Returns the number of pairs stored in this skiplist.
Parameters:
- self: mandatory reference to this object
Returns:
the number of pairs stored in this skiplist.
'''
pass
def is_empty(self) -> bool:
'''Returns whether the skiplist is empty.
Parameters:
- self: mandatory reference to this object
Returns:
True if no pairs are stored in this skiplist, False otherwise.
'''
pass
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