forked from AdaGold/heaps
-
Notifications
You must be signed in to change notification settings - Fork 34
Expand file tree
/
Copy pathmin_heap.rb
More file actions
117 lines (96 loc) · 2.88 KB
/
min_heap.rb
File metadata and controls
117 lines (96 loc) · 2.88 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
class HeapNode
attr_reader :key, :value
def initialize(key, value)
@key = key
@value = value
end
end
class MinHeap
def initialize
@store = []
end
# This method adds a HeapNode instance to the heap
# Time Complexity: O(nlogn) because heap_up is nlogn, where n is the number of nodes in the heap
# Space Complexity: O(1)
def add(key, value = key)
@store << HeapNode.new(key, value)
index = @store.length-1
heap_up(index) if @store.length > 1
end
# This method removes and returns an element from the heap
# maintaining the heap structure
# Time Complexity: O(nlogn), where n is the number of nodes in the heap
# Space Complexity: O(1)
def remove()
return nil if empty?
swap(0, @store.length-1)
removed_item = @store.pop
heap_down(0) if @store.length > 1
return removed_item.value
end
# Used for Testing
def to_s
return "[]" if @store.empty?
output = "["
(@store.length - 1).times do |index|
output += @store[index].value + ", "
end
output += @store.last.value + "]"
return output
end
# This method returns true if the heap is empty
# Time complexity: O(1)
# Space complexity: O(1)
def empty?
return @store.empty?
end
private
# This helper method takes an index and
# moves it up the heap, if it is less than it's parent node.
# It could be **very** helpful for the add method.
# Time Complexity: O(nlogn), where n is the number of nodes in the heap
# Space Complexity: O(1)
def heap_up(index)
return if index == 0
parent_index = find_parent_index(index) # O(1)
if @store[parent_index].key > @store[index].key
swap(parent_index, index) # O(1)
heap_up(parent_index)
end
end
# This helper method takes an index and
# moves it up the heap if it's smaller
# than it's parent node.
def heap_down(parent_index)
left_child_index = find_left_child_index(parent_index)
right_child_index = find_right_child_index(parent_index)
smallest = 0
return if !@store[left_child_index]
if !@store[right_child_index] || @store[left_child_index].key < @store[right_child_index].key
smallest = left_child_index
else
smallest = right_child_index
end
if @store[smallest].key < @store[parent_index].key
swap(smallest, parent_index)
end
end
# If you want a swap method... you're welcome
def swap(index_1, index_2)
temp = @store[index_1]
@store[index_1] = @store[index_2]
@store[index_2] = temp
end
# These helper methods find the index of the
# current item's parent node, and the indices
# of its left and right children
def find_parent_index(node_index)
return ((node_index-1)/2).floor
end
def find_left_child_index(node_index)
return node_index * 2 + 1
end
def find_right_child_index(node_index)
return node_index * 2 + 2
end
end