<p>You are given an array <code>points</code> containing the coordinates of points on a 2D plane, sorted by the x-values, where <code>points[i] = [x<sub>i</sub>, y<sub>i</sub>]</code> such that <code>x<sub>i</sub> &lt; x<sub>j</sub></code> for all <code>1 &lt;= i &lt; j &lt;= points.length</code>. You are also given an integer <code>k</code>.</p>

<p>Return <em>the maximum value of the equation </em><code>y<sub>i</sub> + y<sub>j</sub> + |x<sub>i</sub> - x<sub>j</sub>|</code> where <code>|x<sub>i</sub> - x<sub>j</sub>| &lt;= k</code> and <code>1 &lt;= i &lt; j &lt;= points.length</code>.</p>

<p>It is guaranteed that there exists at least one pair of points that satisfy the constraint <code>|x<sub>i</sub> - x<sub>j</sub>| &lt;= k</code>.</p>

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

<pre>
<strong>Input:</strong> points = [[1,3],[2,0],[5,10],[6,-10]], k = 1
<strong>Output:</strong> 4
<strong>Explanation:</strong> The first two points satisfy the condition |x<sub>i</sub> - x<sub>j</sub>| &lt;= 1 and if we calculate the equation we get 3 + 0 + |1 - 2| = 4. Third and fourth points also satisfy the condition and give a value of 10 + -10 + |5 - 6| = 1.
No other pairs satisfy the condition, so we return the max of 4 and 1.
</pre>

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

<pre>
<strong>Input:</strong> points = [[0,0],[3,0],[9,2]], k = 3
<strong>Output:</strong> 3
<strong>Explanation: </strong>Only the first two points have an absolute difference of 3 or less in the x-values, and give the value of 0 + 0 + |0 - 3| = 3.
</pre>

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

<ul>
	<li><code>2 &lt;= points.length &lt;= 10<sup>5</sup></code></li>
	<li><code>points[i].length == 2</code></li>
	<li><code>-10<sup>8</sup> &lt;= x<sub>i</sub>, y<sub>i</sub> &lt;= 10<sup>8</sup></code></li>
	<li><code>0 &lt;= k &lt;= 2 * 10<sup>8</sup></code></li>
	<li><code>x<sub>i</sub> &lt; x<sub>j</sub></code> for all <code>1 &lt;= i &lt; j &lt;= points.length</code></li>
	<li><code>x<sub>i</sub></code> form a strictly increasing sequence.</li>
</ul>

from heapq import heappop, heappush

class Solution:
    def findMaxValueOfEquation(self, points, k):
        # Use a min-heap to store values as (-(y - x), x) so the smallest by y - x is at the top
        heap = []
        result = float('-inf')

        for x, y in points:
            # Clean up heap: remove points where x_i - x_j > k
            while heap and heap[0][1] < x - k:
                heappop(heap)
            
            if heap:
                # Current max value from heap
                result = max(result, -heap[0][0] + y + x)
            
            # Push current point transformed to heap's logic
            heappush(heap, (-(y - x), x))

        return result


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