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 integerxonto 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 that0 <= x <= 10^9. - It is guaranteed that
FreqStack.pop()won't be called if the stack has zero elements. - The total number of
FreqStack.pushcalls will not exceed10000in a single test case. - The total number of
FreqStack.popcalls will not exceed10000in a single test case. - The total number of
FreqStack.pushandFreqStack.popcalls will not exceed150000across all test cases.
分析:
因为pop()一定是pop out频率最高,并且位置最靠近stack顶端的,所以,我们可以创建HashMap<Integer, Stack<Integer>> 这样一个map,key是频率,值是同一频率的值。
我们每次push的时候,需要知道那个值当前的频率,所以,我们需要有一个map来保存值与频率的关系。
class FreqStack {
HashMap<Integer, Integer> freq = new HashMap<>();
HashMap<Integer, Stack<Integer>> m = new HashMap<>();
int maxfreq = ;
public void push(int x) {
int f = freq.getOrDefault(x, ) + ;
freq.put(x, f);
maxfreq = Math.max(maxfreq, f);
if (!m.containsKey(f)) m.put(f, new Stack<Integer>());
m.get(f).add(x);
}
public int pop() {
int x = m.get(maxfreq).pop();
freq.put(x, maxfreq - );
if (m.get(maxfreq).size() == ) maxfreq--;
return x;
}
}
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