Merge pull request #195 from aparibocci/master

Adding max-heap implementation + unit tests
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Stepfen Shawn 2023-02-08 09:05:46 +08:00 committed by GitHub
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##
# This class represents an array-backed max-heap.
class MaxHeap
attr_reader :arr
attr_accessor :heap_size
##
# Creates a new max-heap using the provided collection of initial values, if provided (empty by default).
# Note: a clone of the input collection is created to avoid alterations to the input.
def initialize(elements = [])
@arr = [0] + elements.map(&:clone)
@heap_size = arr.size - 1
for i in ((arr.size / 2).floor).downto 1
max_heapify(i)
end
end
def to_array
return arr[1..heap_size].map(&:clone)
end
def empty?
return heap_size == 0
end
def max
return nil if empty?
return @arr[1]
end
def extract_max
return nil if empty?
m = max
@arr[1] = @arr[heap_size]
@heap_size -= 1
max_heapify(1)
return m
end
def insert(k)
@heap_size += 1
@arr[heap_size] = -Float::INFINITY
increase_to(heap_size, k)
end
private
def max_heapify(i)
l = left(i)
r = right(i)
m = i
if l <= heap_size && arr[l] > arr[i]
m = l
end
if r <= heap_size && arr[r] > arr[m]
m = r
end
if m != i
arr[i], arr[m] = arr[m], arr[i]
max_heapify(m)
end
end
def increase_to(i, k)
raise ArgumentError.new('MaxHeap#increase_to does not support lower values for the key') if arr[i] > k
@arr[i] = k
j = i
while parent(j) > 0 && arr[parent(j)] < arr[j]
arr[j], arr[parent(j)] = arr[parent(j)], arr[j]
j = parent(j)
end
end
def parent(i)
return (i / 2).floor
end
def left(i)
return 2*i
end
def right(i)
return 2*i + 1
end
end

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require 'minitest/autorun'
require_relative 'max_heap'
class TestMaxHeap < Minitest::Test
def test_to_array_returns_array_representation
heap = MaxHeap.new([4, 1, 3, 3, 16, 9, 10, 14, 8, 7])
assert heap.to_array == [16, 14, 10, 8, 7, 9, 3, 3, 4, 1]
end
def test_empty_returns_true_for_empty_heap
heap = MaxHeap.new
assert heap.empty?
end
def test_empty_returns_false_for_non_empty_heap
heap = MaxHeap.new([1])
assert !heap.empty?
end
def test_max_returns_maximum_heap_element
heap = MaxHeap.new([4, 1, 3])
assert heap.max == 4
end
def test_max_returns_nil_if_empty_heap
heap = MaxHeap.new
assert heap.max.nil?
end
def test_extract_max_returns_and_removes_maximum_heap_element
heap = MaxHeap.new([4, 1, 3])
assert heap.extract_max == 4
assert heap.to_array == [3, 1]
end
def test_extract_max_returns_nil_if_empty_heap
heap = MaxHeap.new
assert heap.extract_max.nil?
end
def test_insert_adds_element_to_appropriate_position
heap = MaxHeap.new([4, 1, 3])
heap.insert(2)
assert heap.to_array == [4, 2, 3, 1]
end
end