Contains Duplicate Ii

Problem

https://leetcode.com/problems/contains-duplicate-ii/

Given an integer array nums and an integer k, return true if there are two distinct indices i and j in the array such that nums[i] == nums[j] and abs(i - j) <= k.

Example 1:

Input: nums = [1,2,3,1], k = 3
Output: true

Example 2:

Input: nums = [1,0,1,1], k = 1
Output: true

Example 3:

Input: nums = [1,2,3,1,2,3], k = 2
Output: false

Constraints:

1 <= nums.length <= 10:sup:`5`
-10:sup:`9`<= nums[i] <= 10:sup:`9`
0 <= k <= 10:sup:`5`

Pattern

Array, Hash Table, Sliding Window

Approaches

Hash Map

Explanation

Track the indices of each number in a dictionary. We only need to track the most recent index for each number as, if there is a preceding index i1 for the current index j such that nums[i1] == nums[j] and abs(i - j) <= k, then the most recent index i2 will also satisfy the above conditions. Iterate through nums. If the current number is in the dictionary d and the difference between the current index i and d[i] is \(\leq k\), return True. Otherwise, update the most recent index of the current number in d. If we reach the end of nums, return False.

Code

def containsNearbyDuplicate(nums: list[int], k: int) -> bool:
    """Returns whether there are two distinct indices ``i`` and ``j`` such that
    ``nums[i] == nums[j]`` and ``abs(i - j) <= k``.
    """
    d = {}
    for i, num in enumerate(nums):
        if num in d and abs(i - d[num]) <= k:
            return True
        else:
            d[num] = i

    return False

Test

>>> from contains_duplicate_ii__hash_map import containsNearbyDuplicate
>>> containsNearbyDuplicate([1, 2, 3, 1], 3)
True
>>> containsNearbyDuplicate([1, 0, 1, 1], 1)
True
>>> containsNearbyDuplicate([1, 2, 3, 1, 2, 3], 2)
False

Complexity

\(n\) is the length of the input array

Measure	Complexity	Notes
Time	\(O(n)\)	single pass through the array
Auxiliary Space	\(O(n)\)	dictionary stores at most n key-value pairs

contains_duplicate_ii__hash_map.containsNearbyDuplicate(nums: list[int], k: int) → bool: Returns whether there are two distinct indices i and j such that nums[i] == nums[j] and abs(i - j) <= k.