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716. Max Stack πŸ”’

Description

Design a max stack data structure that supports the stack operations and supports finding the stack's maximum element.

Implement the MaxStack class:

  • MaxStack() Initializes the stack object.
  • void push(int x) Pushes element x onto the stack.
  • int pop() Removes the element on top of the stack and returns it.
  • int top() Gets the element on the top of the stack without removing it.
  • int peekMax() Retrieves the maximum element in the stack without removing it.
  • int popMax() Retrieves the maximum element in the stack and removes it. If there is more than one maximum element, only remove the top-most one.

You must come up with a solution that supports O(1) for each top call and O(logn) for each other call.

 

Example 1:

Input
["MaxStack", "push", "push", "push", "top", "popMax", "top", "peekMax", "pop", "top"]
[[], [5], [1], [5], [], [], [], [], [], []]
Output
[null, null, null, null, 5, 5, 1, 5, 1, 5]

Explanation
MaxStack stk = new MaxStack();
stk.push(5);   // [5] the top of the stack and the maximum number is 5.
stk.push(1);   // [5, 1] the top of the stack is 1, but the maximum is 5.
stk.push(5);   // [5, 1, 5] the top of the stack is 5, which is also the maximum, because it is the top most one.
stk.top();     // return 5, [5, 1, 5] the stack did not change.
stk.popMax();  // return 5, [5, 1] the stack is changed now, and the top is different from the max.
stk.top();     // return 1, [5, 1] the stack did not change.
stk.peekMax(); // return 5, [5, 1] the stack did not change.
stk.pop();     // return 1, [5] the top of the stack and the max element is now 5.
stk.top();     // return 5, [5] the stack did not change.

 

Constraints:

  • -107 <= x <= 107
  • At most 105 calls will be made to push, pop, top, peekMax, and popMax.
  • There will be at least one element in the stack when pop, top, peekMax, or popMax is called.

Solutions

Solution 1

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from sortedcontainers import SortedList


class Node:
    def __init__(self, val=0):
        self.val = val
        self.prev: Union[Node, None] = None
        self.next: Union[Node, None] = None


class DoubleLinkedList:
    def __init__(self):
        self.head = Node()
        self.tail = Node()
        self.head.next = self.tail
        self.tail.prev = self.head

    def append(self, val) -> Node:
        node = Node(val)
        node.next = self.tail
        node.prev = self.tail.prev
        self.tail.prev = node
        node.prev.next = node
        return node

    @staticmethod
    def remove(node) -> Node:
        node.prev.next = node.next
        node.next.prev = node.prev
        return node

    def pop(self) -> Node:
        return self.remove(self.tail.prev)

    def peek(self):
        return self.tail.prev.val


class MaxStack:
    def __init__(self):
        self.stk = DoubleLinkedList()
        self.sl = SortedList(key=lambda x: x.val)

    def push(self, x: int) -> None:
        node = self.stk.append(x)
        self.sl.add(node)

    def pop(self) -> int:
        node = self.stk.pop()
        self.sl.remove(node)
        return node.val

    def top(self) -> int:
        return self.stk.peek()

    def peekMax(self) -> int:
        return self.sl[-1].val

    def popMax(self) -> int:
        node = self.sl.pop()
        DoubleLinkedList.remove(node)
        return node.val


# Your MaxStack object will be instantiated and called as such:
# obj = MaxStack()
# obj.push(x)
# param_2 = obj.pop()
# param_3 = obj.top()
# param_4 = obj.peekMax()
# param_5 = obj.popMax()

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class Node {
    public int val;
    public Node prev, next;

    public Node() {
    }

    public Node(int val) {
        this.val = val;
    }
}

class DoubleLinkedList {
    private final Node head = new Node();
    private final Node tail = new Node();

    public DoubleLinkedList() {
        head.next = tail;
        tail.prev = head;
    }

    public Node append(int val) {
        Node node = new Node(val);
        node.next = tail;
        node.prev = tail.prev;
        tail.prev = node;
        node.prev.next = node;
        return node;
    }

    public static Node remove(Node node) {
        node.prev.next = node.next;
        node.next.prev = node.prev;
        return node;
    }

    public Node pop() {
        return remove(tail.prev);
    }

    public int peek() {
        return tail.prev.val;
    }
}

class MaxStack {
    private DoubleLinkedList stk = new DoubleLinkedList();
    private TreeMap<Integer, List<Node>> tm = new TreeMap<>();

    public MaxStack() {
    }

    public void push(int x) {
        Node node = stk.append(x);
        tm.computeIfAbsent(x, k -> new ArrayList<>()).add(node);
    }

    public int pop() {
        Node node = stk.pop();
        List<Node> nodes = tm.get(node.val);
        int x = nodes.remove(nodes.size() - 1).val;
        if (nodes.isEmpty()) {
            tm.remove(node.val);
        }
        return x;
    }

    public int top() {
        return stk.peek();
    }

    public int peekMax() {
        return tm.lastKey();
    }

    public int popMax() {
        int x = peekMax();
        List<Node> nodes = tm.get(x);
        Node node = nodes.remove(nodes.size() - 1);
        if (nodes.isEmpty()) {
            tm.remove(x);
        }
        DoubleLinkedList.remove(node);
        return x;
    }
}

/**
 * Your MaxStack object will be instantiated and called as such:
 * MaxStack obj = new MaxStack();
 * obj.push(x);
 * int param_2 = obj.pop();
 * int param_3 = obj.top();
 * int param_4 = obj.peekMax();
 * int param_5 = obj.popMax();
 */

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class MaxStack {
public:
    MaxStack() {
    }

    void push(int x) {
        stk.push_back(x);
        tm.insert({x, --stk.end()});
    }

    int pop() {
        auto it = --stk.end();
        int ans = *it;
        auto mit = --tm.upper_bound(ans);
        tm.erase(mit);
        stk.erase(it);
        return ans;
    }

    int top() {
        return stk.back();
    }

    int peekMax() {
        return tm.rbegin()->first;
    }

    int popMax() {
        auto mit = --tm.end();
        auto it = mit->second;
        int ans = *it;
        tm.erase(mit);
        stk.erase(it);
        return ans;
    }

private:
    multimap<int, list<int>::iterator> tm;
    list<int> stk;
};

/**
 * Your MaxStack object will be instantiated and called as such:
 * MaxStack* obj = new MaxStack();
 * obj->push(x);
 * int param_2 = obj->pop();
 * int param_3 = obj->top();
 * int param_4 = obj->peekMax();
 * int param_5 = obj->popMax();
 */

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