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895. Maximum Frequency Stack

Implement FreqStack, a class which simulates the operation of a stack-like data structure.

FreqStack has two functions:

  • push(int x), which pushes an integer x onto the stack.
  • pop(), which removes and returns the most frequent element in the stack.
    • If there is a tie for most frequent element, the element closest to the top of the stack 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:
After making six .push operations, the stack is [5,7,5,7,4,5] from bottom to top.  Then:

pop() -> returns 5, as 5 is the most frequent.
The stack becomes [5,7,5,7,4].

pop() -> returns 7, as 5 and 7 is the most frequent, but 7 is closest to the top.
The stack becomes [5,7,5,4].

pop() -> returns 5.
The stack becomes [5,7,4].

pop() -> returns 4.
The stack becomes [5,7].

Note:

  • Calls to FreqStack.push(int x) will be such that 0 <= x <= 10^9.
  • It is guaranteed that FreqStack.pop() won't be called if the stack has zero elements.
  • The total number of FreqStack.push calls will not exceed 10000 in a single test case.
  • The total number of FreqStack.pop calls will not exceed 10000 in a single test case.
  • The total number of FreqStack.push and FreqStack.pop calls will not exceed 150000 across all test cases.

Solutions (Rust)

1. HashMap

use std::collections::HashMap;

struct FreqStack {
    num_freq: HashMap<i32, i32>,
    freq_stack: HashMap<i32, Vec<i32>>,
    max_freq: i32,
}


/** 
 * `&self` means the method takes an immutable reference.
 * If you need a mutable reference, change it to `&mut self` instead.
 */
impl FreqStack {

    fn new() -> Self {
        Self {
            num_freq: HashMap::new(),
            freq_stack: HashMap::new(),
            max_freq: 0,
        }
    }

    fn push(&mut self, x: i32) {
        let freq = self.num_freq.entry(x).or_default();
        *freq += 1;
        self.freq_stack.entry(*freq).or_default().push(x);
        self.max_freq = self.max_freq.max(*freq);
    }

    fn pop(&mut self) -> i32 {
        let stack = self.freq_stack.get_mut(&self.max_freq).unwrap();
        let x = stack.pop().unwrap();
        *self.num_freq.get_mut(&x).unwrap() -= 1;
        if stack.is_empty() {
            self.max_freq -= 1;
        }
        x
    }
}

/**
 * Your FreqStack object will be instantiated and called as such:
 * let obj = FreqStack::new();
 * obj.push(x);
 * let ret_2: i32 = obj.pop();
 */