-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
1 changed file
with
56 additions
and
41 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,68 +1,83 @@ | ||
class Node: | ||
def __init__(self, val: int, key: int = -1) -> None: | ||
def __init__(self, val: int, key: int) -> None: | ||
self.val = val | ||
self.key = key | ||
|
||
self.prev: Node | None = None | ||
self.next: Node | None = None | ||
self.nxt: Node | None = None | ||
self.prv: Node | None = None | ||
|
||
def __repr__(self) -> str: | ||
def __str__(self) -> str: | ||
return f"Node(val={self.val}, key={self.key})" | ||
|
||
|
||
class LRUCache: | ||
def __init__(self, capacity: int) -> None: | ||
self.capacity = capacity | ||
self.cache: dict[int, Node] = {} | ||
|
||
self.head = Node(-1) | ||
self.tail = Node(-1) | ||
|
||
self.head.next = self.tail | ||
self.tail.prev = self.head | ||
|
||
self.size = 0 | ||
|
||
def insert_as_head(self, node: Node) -> None: | ||
node.next = self.head.next | ||
self.head.next = node | ||
node.prev = self.head | ||
self.n = capacity | ||
|
||
assert node.next | ||
node.next.prev = node | ||
self.head = Node(-1, -1) | ||
self.tail = Node(-1, -1) | ||
|
||
@staticmethod | ||
def remove(node: Node) -> None: | ||
assert node.next | ||
assert node.prev | ||
self.head.nxt = self.tail | ||
self.tail.prv = self.head | ||
|
||
node.prev.next = node.next | ||
node.next.prev = node.prev | ||
self.cache: dict[int, Node] = {} | ||
|
||
def get(self, key: int) -> int: | ||
if key in self.cache: | ||
node = self.cache[key] | ||
self.remove(node) | ||
self.insert_as_head(node) | ||
self.touch(node) | ||
return node.val | ||
else: | ||
return -1 | ||
|
||
def touch(self, node: Node | None) -> None: | ||
self.cut(node) | ||
self.append(node) | ||
|
||
def append(self, node: Node | None) -> None: | ||
assert node | ||
|
||
prv = self.tail.prv | ||
assert prv | ||
prv.nxt = node | ||
node.nxt = self.tail | ||
self.tail.prv = node | ||
node.prv = prv | ||
|
||
@staticmethod | ||
def cut(node: Node | None) -> None: | ||
assert node | ||
|
||
prv = node.prv | ||
nxt = node.nxt | ||
assert prv and nxt | ||
prv.nxt = nxt | ||
nxt.prv = prv | ||
|
||
def pop_left(self) -> None: | ||
if self.head.nxt is not self.tail: | ||
node = self.head.nxt | ||
self.cut(node) | ||
assert node | ||
del self.cache[node.key] | ||
|
||
def put(self, key: int, value: int) -> None: | ||
# existing key, update | ||
if key in self.cache: | ||
node = self.cache[key] | ||
node.val = value | ||
self.remove(node) | ||
else: | ||
node = Node(val=value, key=key) | ||
self.cache[key] = node | ||
self.size += 1 | ||
self.touch(node) | ||
|
||
if self.size > self.capacity: | ||
oldest_node = self.tail.prev | ||
assert oldest_node | ||
self.remove(oldest_node) | ||
del self.cache[oldest_node.key] | ||
self.size -= 1 | ||
# new key, free space available | ||
elif self.n: | ||
node = Node(value, key) | ||
self.append(node) | ||
self.cache[key] = node | ||
self.n -= 1 | ||
|
||
self.insert_as_head(node) | ||
# new key, no free space | ||
else: | ||
node = Node(value, key) | ||
self.pop_left() | ||
self.append(node) | ||
self.cache[key] = node |