Question
A data analysis task requires repeatedly extracting the element with the highest priority from a collection. Which heap operation is used for this, and what is its typical time complexity?
Solution
Extracting the maximum (or minimum in a min-heap) element involves removing the root, replacing it with the last element, and then "bubbling down" (heapifying down) to restore the heap property. This operation takes O(log n) time.
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