diff --git a/Sprint-2/implement_lru_cache/linked_list.py b/Sprint-2/implement_lru_cache/linked_list.py new file mode 100644 index 00000000..bc4200bf --- /dev/null +++ b/Sprint-2/implement_lru_cache/linked_list.py @@ -0,0 +1,56 @@ +class LinkedList: + class Node: + __slots__ = ("next","previous","value") + + def __init__(self, value): + self.next = None + self.previous = None + self.value = value + + def __init__(self): + self.head = None + self.tail = None + self.size = 0 + + def push_head(self, value): + new_node = self.Node(value=value) + if self.head == None: + self.head = new_node + self.tail = new_node + else: + new_node.next = self.head + self.head.previous = new_node + self.head = new_node + self.size += 1 + return new_node + + def pop_tail(self): + if self.tail == None: + return + removed_value = self.tail.value + + self.remove(self.tail) + return removed_value + + + def remove(self, node): + if node == None: + return + if node == self.head and node == self.tail: + self.head = None + self.tail = None + + elif node == self.head: + self.head = self.head.next + self.head.previous = None + + elif node == self.tail: + self.tail = self.tail.previous + self.tail.next = None + + else: + node.next.previous = node.previous + node.previous.next = node.next + node.next = None + node.previous = None + self.size -= 1 \ No newline at end of file diff --git a/Sprint-2/implement_lru_cache/lru_cache.py b/Sprint-2/implement_lru_cache/lru_cache.py index e69de29b..66092f19 100644 --- a/Sprint-2/implement_lru_cache/lru_cache.py +++ b/Sprint-2/implement_lru_cache/lru_cache.py @@ -0,0 +1,49 @@ +from linked_list import LinkedList + + +class LruCache: + + def __init__(self, limit): + if limit <= 0: + raise ValueError("limit must be greater than 0") + # self.head = None + # self.tail = None + # self.limit = limit + # self.cache = {} + self.list = LinkedList() + self.limit = limit + self.cache = {} + + def move_to_head(self, node): + + key, value = node.value + + self.list.remove(node) + new_node = self.list.push_head((key, value)) + self.cache[key] = new_node + + def get(self, key): + target = self.cache.get(key) + if target == None: + return None + + self.move_to_head(target) + + return target.value[1] + + def set(self, key, value): + target = self.cache.get(key) + + if target is not None: + + target.value = (key, value) + self.move_to_head(target) + + else: + + new_Node = self.list.push_head((key, value)) + self.cache[key] = new_Node + + if len(self.cache) > self.limit: + old_key, old_value = self.list.pop_tail() + del self.cache[old_key]