Aimee 👾 - Fire 🔥 #2
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CheezItMan
reviewed
May 3, 2021
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| // Time Complexity: O(nlog(n))- both for loops are O(n), heap.add and heap.remove are O(log(n)) | ||
| // Space Complexity: O(n) - the store array of minHeap has a space complexity of O(n) | ||
| function heapsort(list) { |
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| // Time Complexity: O(log(n)) - Recursive calls (uses heapUp) | ||
| // Space Complexity: O(log(n)) - Recursive calls, log(n) calls in memory (because of heapUp) | ||
| add(key, value = key) { |
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| // Time complexity: O(1) - the length property is a quick look up | ||
| // Space complexity: O(1) - saving the length of the array will be constant memory | ||
| isEmpty() { |
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| // Time Complexity: O(log(n)), recursive (uses heapDown, similar to heapUp) | ||
| // Space Complexity: O(log(n)), log(n) recursion calls (uses heapDown) | ||
| remove() { |
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| if (index % 2 === 0) { | ||
| parentIndex = (index - 2) / 2; | ||
| } else { | ||
| parentIndex = (index - 1) / 2; | ||
| } |
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Could you use floor to simplify this a bit?
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| // This helper method takes an index and | ||
| // moves it up the heap if it's smaller | ||
| // than it's parent node. | ||
| heapDown(index) { |
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Heaps Practice
Congratulations! You're submitting your assignment!
Comprehension Questions
heap_up&heap_downmethods useful? Why?