Task: Quickselect algorithm



C#: 





using System;
using System.Collections.Generic;
using System.Linq;

namespace QuickSelect
{
    internal static class Program
    {
        #region Static Members

        private static void Main()
        {
            var inputArray = new[] {9, 8, 7, 6, 5, 0, 1, 2, 3, 4};
            
            Console.WriteLine( "Loop quick select 10 times." );
            for( var i = 0 ; i < 10 ; i++ )
            {
                Console.Write( inputArray.NthSmallestElement( i ) );
                if( i < 9 )
                    Console.Write( ", " );
            }
            Console.WriteLine();

            
            
            Console.WriteLine( "Just sort 10 elements." );
            Console.WriteLine( string.Join( ", ", inputArray.TakeSmallest( 10 ).OrderBy( v => v ).Select( v => v.ToString() ).ToArray() ) );
            
            Console.WriteLine( "Get 4 smallest and sort them." );
            Console.WriteLine( string.Join( ", ", inputArray.TakeSmallest( 4 ).OrderBy( v => v ).Select( v => v.ToString() ).ToArray() ) );
            Console.WriteLine( "< Press any key >" );
            Console.ReadKey();
        }

        #endregion
    }

    internal static class ArrayExtension
    {
        #region Static Members

        
        
        
        
        
        
        
        public static IEnumerable<T> TakeSmallest<T>( this T[] array, int count ) where T : IComparable<T>
        {
            if( count < 0 )
                throw new ArgumentOutOfRangeException( "count", "Count is smaller than 0." );
            if( count == 0 )
                return new T[0];
            if( array.Length <= count )
                return array;

            return QuickSelectSmallest( array, count - 1 ).Take( count );
        }

        
        
        
        
        
        
        
        public static T NthSmallestElement<T>( this T[] array, int n ) where T : IComparable<T>
        {
            if( n < 0 || n > array.Length - 1 )
                throw new ArgumentOutOfRangeException( "n", n, string.Format( "n should be between 0 and {0} it was {1}.", array.Length - 1, n ) );
            if( array.Length == 0 )
                throw new ArgumentException( "Array is empty.", "array" );
            if( array.Length == 1 )
                return array[ 0 ];

            return QuickSelectSmallest( array, n )[ n ];
        }

        
        
        
        
        
        
        
        private static T[] QuickSelectSmallest<T>( T[] input, int n ) where T : IComparable<T>
        {
            
            
            var partiallySortedArray = (T[]) input.Clone();
           
            
            var startIndex = 0;
            var endIndex = input.Length - 1;
            
            
            
            var pivotIndex = n;

            
            var r = new Random();
            while( endIndex > startIndex )
            {
                pivotIndex = QuickSelectPartition( partiallySortedArray, startIndex, endIndex, pivotIndex );
                if( pivotIndex == n )
                    
                    break;
                if( pivotIndex > n )
                    
                    endIndex = pivotIndex - 1;
                else                    
                    
                    startIndex = pivotIndex + 1;

                
                
                pivotIndex = r.Next( startIndex,  endIndex );
            }
            return partiallySortedArray;
        }

        
        
        
        
        
        
        
        
        
        
        
        
        private static int QuickSelectPartition<T>( this T[] array, int startIndex, int endIndex, int pivotIndex ) where T : IComparable<T>
        {
            var pivotValue = array[ pivotIndex ];
            
            array.Swap( pivotIndex, endIndex );
            for( var i = startIndex ; i < endIndex ; i++ )
            {
                if( array[ i ].CompareTo( pivotValue ) > 0 )
                    continue;

                
                array.Swap( i, startIndex );
                
                startIndex++;
            }
            
            array.Swap( endIndex, startIndex );
            return startIndex;
        }

        private static void Swap<T>( this T[] array, int index1, int index2 )
        {
            if( index1 == index2 )
                return;

            var temp = array[ index1 ];
            array[ index1 ] = array[ index2 ];
            array[ index2 ] = temp;
        }

        #endregion
    }
}





Python: import random

def partition(vector, left, right, pivotIndex):
    pivotValue = vector[pivotIndex]
    vector[pivotIndex], vector[right] = vector[right], vector[pivotIndex]  
    storeIndex = left
    for i in range(left, right):
        if vector[i] < pivotValue:
            vector[storeIndex], vector[i] = vector[i], vector[storeIndex]
            storeIndex += 1
    vector[right], vector[storeIndex] = vector[storeIndex], vector[right]  
    return storeIndex

def _select(vector, left, right, k):
    "Returns the k-th smallest, (k >= 0), element of vector within vector[left:right+1] inclusive."
    while True:
        pivotIndex = random.randint(left, right)     
        pivotNewIndex = partition(vector, left, right, pivotIndex)
        pivotDist = pivotNewIndex - left
        if pivotDist == k:
            return vector[pivotNewIndex]
        elif k < pivotDist:
            right = pivotNewIndex - 1
        else:
            k -= pivotDist + 1
            left = pivotNewIndex + 1

def select(vector, k, left=None, right=None):
    
    if left is None:
        left = 0
    lv1 = len(vector) - 1
    if right is None:
        right = lv1
    assert vector and k >= 0, "Either null vector or k < 0 "
    assert 0 <= left <= lv1, "left is out of range"
    assert left <= right <= lv1, "right is out of range"
    return _select(vector, left, right, k)

if __name__ == '__main__':
    v = [9, 8, 7, 6, 5, 0, 1, 2, 3, 4]
    print([select(v, i) for i in range(10)])