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UnionFind.swift
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UnionFind.swift
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/*
Union-Find Data Structure
Performance:
adding new set is almost O(1)
finding set of element is almost O(1)
union sets is almost O(1)
*/
public struct UnionFind<T: Hashable> {
private var index = [T: Int]()
private var parent = [Int]()
private var size = [Int]()
public mutating func addSetWith(_ element: T) {
index[element] = parent.count
parent.append(parent.count)
size.append(1)
}
private mutating func setByIndex(_ index: Int) -> Int {
if parent[index] == index {
return index
} else {
parent[index] = setByIndex(parent[index])
return parent[index]
}
}
public mutating func setOf(_ element: T) -> Int? {
if let indexOfElement = index[element] {
return setByIndex(indexOfElement)
} else {
return nil
}
}
public mutating func unionSetsContaining(_ firstElement: T, and secondElement: T) {
if let firstSet = setOf(firstElement), let secondSet = setOf(secondElement) {
if firstSet != secondSet {
if size[firstSet] < size[secondSet] {
parent[firstSet] = secondSet
size[secondSet] += size[firstSet]
} else {
parent[secondSet] = firstSet
size[firstSet] += size[secondSet]
}
}
}
}
public mutating func inSameSet(_ firstElement: T, and secondElement: T) -> Bool {
if let firstSet = setOf(firstElement), let secondSet = setOf(secondElement) {
return firstSet == secondSet
} else {
return false
}
}
}