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docs(docs): add LRU Cache problem documentation
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---
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title: '146. LRU Cache'
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description: Design a data structure that follows the constraints of a Least Recently Used (LRU) cache
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sidebar:
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label: 'LRU Cache'
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badge: 'Medium'
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---
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<Badge variant="accent">Hybrid Structures</Badge>
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### Example 1:
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- Input: ``
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- Output: ``
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- Explanation: Input ["LRUCache", "put", "put", "get", "put", "get", "put", "get", "get", "get"] `[[2]`, [1, 1], [2, 2], `[1]`, [3, 3], `[2]`, [4, 4], `[1]`, `[3]`, [4]] Output [null, null, null, `1`, null, `-1`, null, `-1`, `3`, 4] Explanation LRUCache lRUCache = new LRUCache(2); lRUCache.put(1, `1`); // cache is {1=1} lRUCache.put(2, `2`); // cache is {1=1, 2=2} lRUCache.get(1); // return `1` lRUCache.put(3, `3`); // LRU `key` was `2`, evicts `key 2`, cache is {1=1, 3=3} lRUCache.get(2); // returns `-1` (not found) lRUCache.put(4, `4`); // LRU `key` was `1`, evicts `key 1`, cache is {4=4, 3=3} lRUCache.get(1); // return `-1` (not found) lRUCache.get(3); // return `3` lRUCache.get(4); // return `4`
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### Constraints:
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- `1 <= capacity <= 3000`
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- `0 <= key <= 10^4`
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- `0 <= value <= 10^5`
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- At most 2 * 10^5 calls will be made to get and put.
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## Solution
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```py
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class Node:
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def __init__(self, key=0, value=0):
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self.key = key
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self.value = value
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self.prev = None
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self.next = None
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class LRUCache:
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def __init__(self, capacity: int):
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self.capacity = capacity
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self.cache = {}
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self.head = Node()
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self.tail = Node()
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self.head.next = self.tail # pyright: ignore[reportAttributeAccessIssue]
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self.tail.prev = self.head # pyright: ignore[reportAttributeAccessIssue]
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def _remove_node(self, node):
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prev_node = node.prev
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next_node = node.next
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prev_node.next = next_node
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next_node.prev = prev_node
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def _add_node(self, node):
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node.prev = self.head
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node.next = self.head.next
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self.head.next.prev = node # pyright: ignore[reportAttributeAccessIssue]
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self.head.next = node
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def get(self, key: int) -> int:
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if key not in self.cache:
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return -1
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node = self.cache[key]
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self._remove_node(node)
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self._add_node(node)
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return node.value
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def put(self, key: int, value: int) -> None:
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if key in self.cache:
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node = self.cache[key]
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node.value = value
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self._remove_node(node)
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self._add_node(node)
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else:
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new_node = Node(key, value)
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self.cache[key] = new_node
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self._add_node(new_node)
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if len(self.cache) > self.capacity:
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lru = self.tail.prev
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self._remove_node(lru)
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del self.cache[lru.key] # pyright: ignore[reportAttributeAccessIssue]
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# Your LRUCache object will be instantiated and called as such:
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# obj = LRUCache(capacity)
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# param_1 = obj.get(key)
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# obj.put(key,value)
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```
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