Smallest Number in Infinite Set — LeetCode 2336 Python Solution
- Problem
- #2336
- Pattern
- Heap / Priority Queue
- Reading time
- 4 min
- Source
- leetcode.com
The problem
You have a set which contains all positive integers [1, 2, 3, 4, 5, ...]. Implement the SmallestInfiniteSet class: SmallestInfiniteSet() Initializes the SmallestInfiniteSet object to contain all positive integers.
Example
- Input
- ["SmallestInfiniteSet", "addBack", "popSmallest", "popSmallest", "popSmallest", "addBack", "popSmallest", "popSmallest", "popSmallest"]
- Output
- [null, null, 1, 2, 3, null, 1, 4, 5]
- Explanation
- SmallestInfiniteSet smallestInfiniteSet = new SmallestInfiniteSet();
Python solution
class SmallestInfiniteSet:
def __init__(self):
self.s = SortedSet(range(1, 1001))
def popSmallest(self) -> int:
x = self.s[0]
self.s.remove(x)
return x
def addBack(self, num: int) -> None:
self.s.add(num)
# Your SmallestInfiniteSet object will be instantiated and called as such:
# obj = SmallestInfiniteSet()
# param_1 = obj.popSmallest()
# obj.addBack(num)Complexity
| Measure | Complexity |
|---|---|
| Time | O(n \times \log n) |
| Space | O(n) auxiliary |
Pattern: Heap / Priority Queue
Keep only the best k elements, or always pull the smallest, in log time. LeetCode 2336. Smallest Number in Infinite Set is filed here because LeetCode tags it Heap (Priority Queue), which is the vocabulary this hub collects.
The heap / priority queue guide has the Python template for the pattern and the 163 LeetCode problems that use it.
Related problems
On a study list
This problem is on LeetCode 75.
Frequently asked questions
- How hard is LeetCode 2336. Smallest Number in Infinite Set?
- LeetCode 2336. Smallest Number in Infinite Set is rated Medium on LeetCode.
- What is the time complexity of LeetCode 2336. Smallest Number in Infinite Set?
- The Python solution on this page runs in O(n \times \log n).
- What is the space complexity of LeetCode 2336. Smallest Number in Infinite Set?
- The Python solution on this page uses O(n) auxiliary space.
- What topics does LeetCode 2336. Smallest Number in Infinite Set cover?
- LeetCode 2336. Smallest Number in Infinite Set is tagged Design, Hash Table, Ordered Set and Heap (Priority Queue) on LeetCode.