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BucketSort.swift
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//
// BucketSort.swift
//
// Created by Barbara Rodeker on 4/4/16.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
// associated documentation files (the "Software"), to deal in the Software without restriction, including
// without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the
// following conditions:
//
// The above copyright notice and this permission notice shall be included in all copies or substantial
// portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT
// LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO
// EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN
// AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE
// OR OTHER DEALINGS IN THE SOFTWARE.
//
//
//////////////////////////////////////
// MARK: Main algorithm
//////////////////////////////////////
/**
Performs bucket sort algorithm on the given input elements.
[Bucket Sort Algorithm Reference](https://en.wikipedia.org/wiki/Bucket_sort)
- Parameter elements: Array of Sortable elements
- Parameter distributor: Performs the distribution of each element of a bucket
- Parameter sorter: Performs the sorting inside each bucket, after all the elements are distributed
- Parameter buckets: An array of buckets
- Returns: A new array with sorted elements
*/
public func bucketSort<T>(_ elements: [T], distributor: Distributor, sorter: Sorter, buckets: [Bucket<T>]) -> [T] {
precondition(allPositiveNumbers(elements))
precondition(enoughSpaceInBuckets(buckets, elements: elements))
var bucketsCopy = buckets
for elem in elements {
distributor.distribute(elem, buckets: &bucketsCopy)
}
var results = [T]()
for bucket in bucketsCopy {
results += bucket.sort(sorter)
}
return results
}
private func allPositiveNumbers<T: Sortable>(_ array: [T]) -> Bool {
return array.filter { $0.toInt() >= 0 }.count > 0
}
private func enoughSpaceInBuckets<T>(_ buckets: [Bucket<T>], elements: [T]) -> Bool {
let maximumValue = elements.max()?.toInt()
let totalCapacity = buckets.count * (buckets.first?.capacity)!
guard let max = maximumValue else {
return false
}
return totalCapacity >= max
}
//////////////////////////////////////
// MARK: Distributor
//////////////////////////////////////
public protocol Distributor {
func distribute<T>(_ element: T, buckets: inout [Bucket<T>])
}
/*
* An example of a simple distribution function that send every elements to
* the bucket representing the range in which it fits.An
*
* If the range of values to sort is 0..<49 i.e, there could be 5 buckets of capacity = 10
* So every element will be classified by the ranges:
*
* - 0 ..< 10
* - 10 ..< 20
* - 20 ..< 30
* - 30 ..< 40
* - 40 ..< 50
*
* By following the formula: element / capacity = #ofBucket
*/
public struct RangeDistributor: Distributor {
public init() {}
public func distribute<T>(_ element: T, buckets: inout [Bucket<T>]) {
let value = element.toInt()
let bucketCapacity = buckets.first!.capacity
let bucketIndex = value / bucketCapacity
buckets[bucketIndex].add(element)
}
}
//////////////////////////////////////
// MARK: Sortable
//////////////////////////////////////
public protocol IntConvertible {
func toInt() -> Int
}
public protocol Sortable: IntConvertible, Comparable {
}
//////////////////////////////////////
// MARK: Sorter
//////////////////////////////////////
public protocol Sorter {
func sort<T: Sortable>(_ items: [T]) -> [T]
}
public struct InsertionSorter: Sorter {
public init() {}
public func sort<T: Sortable>(_ items: [T]) -> [T] {
var results = items
for i in 0 ..< results.count {
var j = i
while j > 0 && results[j-1] > results[j] {
let auxiliar = results[j-1]
results[j-1] = results[j]
results[j] = auxiliar
j -= 1
}
}
return results
}
}
//////////////////////////////////////
// MARK: Bucket
//////////////////////////////////////
public struct Bucket<T: Sortable> {
var elements: [T]
let capacity: Int
public init(capacity: Int) {
self.capacity = capacity
elements = [T]()
}
public mutating func add(_ item: T) {
if elements.count < capacity {
elements.append(item)
}
}
public func sort(_ algorithm: Sorter) -> [T] {
return algorithm.sort(elements)
}
}