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Combined Min Heap and Max Heap classes#1494
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/** | ||
* BinaryHeap class represents a binary heap data structure that can be configured as a Min Heap or Max Heap. | ||
* | ||
* Binary heaps are binary trees that are filled level by level and from left to right inside each level. | ||
* They have the property that any parent node has a smaller (for Min Heap) or greater (for Max Heap) priority | ||
* than its children, ensuring that the root of the tree always holds the extremal value. | ||
*/ | ||
class BinaryHeap { | ||
/** | ||
* Creates a new BinaryHeap instance. | ||
* @constructor | ||
* @param {Function} comparatorFunction - The comparator function used to determine the order of elements (e.g., minHeapComparator or maxHeapComparator). | ||
*/ | ||
constructor(comparatorFunction) { | ||
/** | ||
* The heap array that stores elements. | ||
* @member {Array} | ||
*/ | ||
this.heap = [] | ||
/** | ||
* The comparator function used for ordering elements in the heap. | ||
* @member {Function} | ||
*/ | ||
this.comparator = comparatorFunction | ||
} | ||
/** | ||
* Inserts a new value into the heap. | ||
* @param {*} value - The value to be inserted into the heap. | ||
*/ | ||
insert(value) { | ||
this.heap.push(value) | ||
this.#bubbleUp(this.heap.length - 1) | ||
} | ||
/** | ||
* Returns the number of elements in the heap. | ||
* @returns {number} - The number of elements in the heap. | ||
*/ | ||
size() { | ||
return this.heap.length | ||
} | ||
/** | ||
* Checks if the heap is empty. | ||
* @returns {boolean} - True if the heap is empty, false otherwise. | ||
*/ | ||
empty() { | ||
return this.size() === 0 | ||
} | ||
/** | ||
* Bubbles up a value from the specified index to maintain the heap property. | ||
* @param {number} currIdx - The index of the value to be bubbled up. | ||
* @private | ||
*/ | ||
#bubbleUp(currIdx) { | ||
let parentIdx = Math.floor((currIdx - 1) / 2) | ||
while ( | ||
currIdx > 0 && | ||
this.comparator(this.heap[currIdx], this.heap[parentIdx]) | ||
) { | ||
this.#swap(currIdx, parentIdx) | ||
currIdx = parentIdx | ||
parentIdx = Math.floor((currIdx - 1) / 2) | ||
} | ||
} | ||
/** | ||
* Sinks down a value from the specified index to maintain the heap property. | ||
* @param {number} currIdx - The index of the value to be sunk down. | ||
* @private | ||
*/ | ||
#sinkDown(currIdx) { | ||
let childOneIdx = currIdx * 2 + 1 | ||
while (childOneIdx < this.size()) { | ||
const childTwoIdx = childOneIdx + 1 < this.size() ? childOneIdx + 1 : -1 | ||
const swapIdx = | ||
childTwoIdx !== -1 && | ||
this.comparator(this.heap[childTwoIdx], this.heap[childOneIdx]) | ||
? childTwoIdx | ||
: childOneIdx | ||
if (this.comparator(this.heap[swapIdx], this.heap[currIdx])) { | ||
this.#swap(currIdx, swapIdx) | ||
currIdx = swapIdx | ||
childOneIdx = currIdx * 2 + 1 | ||
} else { | ||
return | ||
} | ||
} | ||
} | ||
/** | ||
* Retrieves the top element of the heap without removing it. | ||
* @returns {*} - The top element of the heap. | ||
*/ | ||
peek() { | ||
return this.heap[0] | ||
} | ||
/** | ||
* Removes and returns the top element of the heap. | ||
* @returns {*} - The top element of the heap. | ||
*/ | ||
extractTop() { | ||
const top = this.peek() | ||
const last = this.heap.pop() | ||
if (!this.empty()) { | ||
this.heap[0] = last | ||
this.#sinkDown(0) | ||
} | ||
return top | ||
} | ||
/** | ||
* Swaps elements at two specified indices in the heap. | ||
* @param {number} index1 - The index of the first element to be swapped. | ||
* @param {number} index2 - The index of the second element to be swapped. | ||
* @private | ||
*/ | ||
#swap(index1, index2) { | ||
;[this.heap[index1], this.heap[index2]] = [ | ||
this.heap[index2], | ||
this.heap[index1] | ||
] | ||
} | ||
} | ||
/** | ||
* Comparator function for creating a Min Heap. | ||
* @param {*} a - The first element to compare. | ||
* @param {*} b - The second element to compare. | ||
* @returns {boolean} - True if 'a' should have higher priority than 'b' in the Min Heap, false otherwise. | ||
*/ | ||
const minHeapComparator = (a, b) => a < b | ||
/** | ||
* Comparator function for creating a Max Heap. | ||
* @param {*} a - The first element to compare. | ||
* @param {*} b - The second element to compare. | ||
* @returns {boolean} - True if 'a' should have higher priority than 'b' in the Max Heap, false otherwise. | ||
*/ | ||
const maxHeapComparator = (a, b) => a > b | ||
export { BinaryHeap, minHeapComparator, maxHeapComparator } |
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