<p>You are given a <strong>0-indexed</strong> array <code>nums</code> containing <code>n</code> integers.</p>

<p>At each second, you perform the following operation on the array:</p>

<ul>
	<li>For every index <code>i</code> in the range <code>[0, n - 1]</code>, replace <code>nums[i]</code> with either <code>nums[i]</code>, <code>nums[(i - 1 + n) % n]</code>, or <code>nums[(i + 1) % n]</code>.</li>
</ul>

<p><strong>Note</strong> that all the elements get replaced simultaneously.</p>

<p>Return <em>the <strong>minimum</strong> number of seconds needed to make all elements in the array</em> <code>nums</code> <em>equal</em>.</p>

<p>&nbsp;</p>
<p><strong class="example">Example 1:</strong></p>

<pre>
<strong>Input:</strong> nums = [1,2,1,2]
<strong>Output:</strong> 1
<strong>Explanation:</strong> We can equalize the array in 1 second in the following way:
- At 1<sup>st</sup> second, replace values at each index with [nums[3],nums[1],nums[3],nums[3]]. After replacement, nums = [2,2,2,2].
It can be proven that 1 second is the minimum amount of seconds needed for equalizing the array.
</pre>

<p><strong class="example">Example 2:</strong></p>

<pre>
<strong>Input:</strong> nums = [2,1,3,3,2]
<strong>Output:</strong> 2
<strong>Explanation:</strong> We can equalize the array in 2 seconds in the following way:
- At 1<sup>st</sup> second, replace values at each index with [nums[0],nums[2],nums[2],nums[2],nums[3]]. After replacement, nums = [2,3,3,3,3].
- At 2<sup>nd</sup> second, replace values at each index with [nums[1],nums[1],nums[2],nums[3],nums[4]]. After replacement, nums = [3,3,3,3,3].
It can be proven that 2 seconds is the minimum amount of seconds needed for equalizing the array.
</pre>

<p><strong class="example">Example 3:</strong></p>

<pre>
<strong>Input:</strong> nums = [5,5,5,5]
<strong>Output:</strong> 0
<strong>Explanation:</strong> We don&#39;t need to perform any operations as all elements in the initial array are the same.
</pre>

<p>&nbsp;</p>
<p><strong>Constraints:</strong></p>

<ul>
	<li><code>1 &lt;= n == nums.length &lt;= 10<sup>5</sup></code></li>
	<li><code>1 &lt;= nums[i] &lt;= 10<sup>9</sup></code></li>
</ul>

class Solution:
  def minimumSeconds(self, nums: list[int]) -> int:
    n = len(nums)
    ans = n
    numToIndices = collections.defaultdict(list)

    for i, num in enumerate(nums):
      numToIndices[num].append(i)

    def getSeconds(i: int, j: int) -> int:
      return (i - j) // 2

    for indices in numToIndices.values():
      seconds = getSeconds(indices[0] + n, indices[-1])
      for i in range(1, len(indices)):
        seconds = max(seconds, getSeconds(indices[i], indices[i - 1]))
      ans = min(ans, seconds)

    return ans
45700