LeetCode 895. Maximum Frequency Stack

2022/8/7 23:23:48

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原题链接在这里:https://leetcode.com/problems/maximum-frequency-stack/

题目:

Design a stack-like data structure to push elements to the stack and pop the most frequent element from the stack.

Implement the FreqStack class:

  • FreqStack() constructs an empty frequency stack.
  • void push(int val) pushes an integer val onto the top of the stack.
  • int pop() removes and returns the most frequent element in the stack.
    • If there is a tie for the most frequent element, the element closest to the stack's top is removed and returned.

Example 1:

Input
["FreqStack", "push", "push", "push", "push", "push", "push", "pop", "pop", "pop", "pop"]
[[], [5], [7], [5], [7], [4], [5], [], [], [], []]
Output
[null, null, null, null, null, null, null, 5, 7, 5, 4]

Explanation
FreqStack freqStack = new FreqStack();
freqStack.push(5); // The stack is [5]
freqStack.push(7); // The stack is [5,7]
freqStack.push(5); // The stack is [5,7,5]
freqStack.push(7); // The stack is [5,7,5,7]
freqStack.push(4); // The stack is [5,7,5,7,4]
freqStack.push(5); // The stack is [5,7,5,7,4,5]
freqStack.pop();   // return 5, as 5 is the most frequent. The stack becomes [5,7,5,7,4].
freqStack.pop();   // return 7, as 5 and 7 is the most frequent, but 7 is closest to the top. The stack becomes [5,7,5,4].
freqStack.pop();   // return 5, as 5 is the most frequent. The stack becomes [5,7,4].
freqStack.pop();   // return 4, as 4, 5 and 7 is the most frequent, but 4 is closest to the top. The stack becomes [5,7].

Constraints:

  • 0 <= val <= 109
  • At most 2 * 104 calls will be made to push and pop.
  • It is guaranteed that there will be at least one element in the stack before calling pop.

题解:

In order to popped the most frequent element and if ther are tie case pop the recent one.

We could have a Map<Integer, Stack<Integer>> group which records the frequency to the stack.

If x are pushed 3 times, then in group(1,2,3), each of them, the stack contains x.

Time Complexity: push, O(1). pop, O(1).

Space: O(n). n is the number of elements in group.

AC Java:

 1 class FreqStack {
 2     Map<Integer, Integer> freq;
 3     Map<Integer, Stack<Integer>> group;
 4     int max;
 5     
 6     public FreqStack() {
 7         freq = new HashMap<>();
 8         group = new HashMap<>();
 9         max = 0;    
10     }
11     
12     public void push(int val) {
13         int f = freq.getOrDefault(val, 0) + 1;
14         freq.put(val, f);
15         group.computeIfAbsent(f, z -> new Stack<Integer>()).push(val);
16         max = Math.max(max, f);
17     }
18     
19     public int pop() {
20         int res = group.get(max).pop();
21         freq.put(res, max - 1);
22         if(group.get(max).isEmpty()){
23             group.remove(max);
24             max--;
25         }
26         
27         return res;
28     }
29 }
30 
31 /**
32  * Your FreqStack object will be instantiated and called as such:
33  * FreqStack obj = new FreqStack();
34  * obj.push(val);
35  * int param_2 = obj.pop();
36  */

 



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