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Hello Programmers/Coders, Today we are going to share solutions to the Programming problems of LeetCode Solutions in C++, Java, & Python. At Each Problem with Successful submission with all Test Cases Passed, you will get a score or marks and LeetCode Coins. And after solving maximum problems, you will be getting stars. This will highlight your profile to the recruiters.
In this post, you will find the solution for the LRU Cache in C++, Java & Python-LeetCode problem. We are providing the correct and tested solutions to coding problems present on LeetCode. If you are not able to solve any problem, then you can take help from our Blog/website.
Use “Ctrl+F” To Find Any Questions Answer. & For Mobile User, You Just Need To Click On Three dots In Your Browser & You Will Get A “Find” Option There. Use These Option to Get Any Random Questions Answer.
About LeetCode
LeetCode is one of the most well-known online judge platforms to help you enhance your skills, expand your knowledge and prepare for technical interviews.
LeetCode is for software engineers who are looking to practice technical questions and advance their skills. Mastering the questions in each level on LeetCode is a good way to prepare for technical interviews and keep your skills sharp. They also have a repository of solutions with the reasoning behind each step.
LeetCode has over 1,900 questions for you to practice, covering many different programming concepts. Every coding problem has a classification of either Easy, Medium, or Hard.
LeetCode problems focus on algorithms and data structures. Here is some topic you can find problems on LeetCode:
- Mathematics/Basic Logical Based Questions
- Arrays
- Strings
- Hash Table
- Dynamic Programming
- Stack & Queue
- Trees & Graphs
- Greedy Algorithms
- Breadth-First Search
- Depth-First Search
- Sorting & Searching
- BST (Binary Search Tree)
- Database
- Linked List
- Recursion, etc.
Leetcode has a huge number of test cases and questions from interviews too like Google, Amazon, Microsoft, Facebook, Adobe, Oracle, Linkedin, Goldman Sachs, etc. LeetCode helps you in getting a job in Top MNCs. To crack FAANG Companies, LeetCode problems can help you in building your logic.
Link for the Problem – LRU Cache– LeetCode Problem
LRU Cache– LeetCode ProblemProblem:
Design a data structure that follows the constraints of a Least Recently Used (LRU) cache.
Implement the LRUCache class:
LRUCache(int capacity)Initialize the LRU cache with positive sizecapacity.int get(int key)Return the value of thekeyif the key exists, otherwise return-1.void put(int key, int value)Update the value of thekeyif thekeyexists. Otherwise, add thekey-valuepair to the cache. If the number of keys exceeds thecapacityfrom this operation, evict the least recently used key.
The functions get and put must each run in O(1) average time complexity.
Example 1:
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 4Constraints:
1 <= capacity <= 30000 <= key <= 1040 <= value <= 105- At most 2
* 105calls will be made togetandput.
LRU Cache– LeetCode SolutionsLRU Cache Solution in C++:
struct Node {
int key;
int value;
};
class LRUCache {
public:
LRUCache(int capacity) : capacity(capacity) {}
int get(int key) {
if (!keyToIterator.count(key))
return -1;
const auto& it = keyToIterator[key];
cache.splice(begin(cache), cache, it); // move it to front
return it->value;
}
void put(int key, int value) {
if (keyToIterator.count(key)) { // no capacity issue, just update the value
const auto& it = keyToIterator[key];
cache.splice(begin(cache), cache, it); // move it to front
it->value = value;
return;
}
if (cache.size() == capacity) { // check the capacity
const Node& lastNode = cache.back();
keyToIterator.erase(lastNode.key); // that's why we store key in `Node`
cache.pop_back();
}
cache.push_front({key, value});
keyToIterator[key] = begin(cache);
}
private:
const int capacity;
list<Node> cache;
unordered_map<int, list<Node>::iterator> keyToIterator;
};LRU Cache Solution in Java:
class Node {
public int key;
public int value;
public Node(int key, int value) {
this.key = key;
this.value = value;
}
}
class LRUCache {
public LRUCache(int capacity) {
this.capacity = capacity;
}
public int get(int key) {
if (!keyToNode.containsKey(key))
return -1;
Node node = keyToNode.get(key);
cache.remove(node);
cache.add(node);
return node.value;
}
public void put(int key, int value) {
if (keyToNode.containsKey(key)) {
keyToNode.get(key).value = value;
get(key);
return;
}
if (cache.size() == capacity) {
Node lastNode = cache.iterator().next();
cache.remove(lastNode);
keyToNode.remove(lastNode.key);
}
Node node = new Node(key, value);
cache.add(node);
keyToNode.put(key, node);
}
private int capacity;
private Set<Node> cache = new LinkedHashSet<>();
private Map<Integer, Node> keyToNode = new HashMap<>();
}LRU Cache Solution in Python:
class Node:
def __init__(self, key: int, value: int):
self.key = key
self.value = value
self.prev = None
self.next = None
class LRUCache:
def __init__(self, capacity: int):
self.capacity = capacity
self.keyToNode = {}
self.head = Node(-1, -1)
self.tail = Node(-1, -1)
self.join(self.head, self.tail)
def get(self, key: int) -> int:
if key not in self.keyToNode:
return -1
node = self.keyToNode[key]
self.remove(node)
self.moveToHead(node)
return node.value
def put(self, key: int, value: int) -> None:
if key in self.keyToNode:
node = self.keyToNode[key]
node.value = value
self.remove(node)
self.moveToHead(node)
return
if len(self.keyToNode) == self.capacity:
lastNode = self.tail.prev
del self.keyToNode[lastNode.key]
self.remove(lastNode)
self.moveToHead(Node(key, value))
self.keyToNode[key] = self.head.next
def join(self, node1: Node, node2: Node):
node1.next = node2
node2.prev = node1
def moveToHead(self, node: Node):
self.join(node, self.head.next)
self.join(self.head, node)
def remove(self, node: Node):
self.join(node.prev, node.next)
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