Assigning specific type object into an generic array

Question

I have a generic type called Vector<T>, I created it as so, cause the T might be float or Complex :

public class Vector<T>
    {
        #region Properties
        public ulong Length
        {
            get
            {
                return _length;
            }
        }
        public VectorType VectorType
        {
            get
            {
                return _vectorType;
            }
        }

        #endregion

        #region Indexers
        public T this[ulong index]
        {
            get
            {
                return _data[index];
            }
            set
            {
                _data[index] = value;
            }
        }

        #endregion

        #region Constructors

        public Vector(VectorType vectorType, T[] data)
        {
            if (!((data is float[]) || (data is Complex[])))
            {
                throw new InvalidDataException("Data must be array of float or array of Complex");
            }
            _data = new T[_length = (ulong)data.Length];
            for (ulong i = 0; i < _length; i++)
            {
                _data[i] = data[i];
            }
            _vectorType = vectorType;
        }


        public Vector(VectorType vectorType, Vector<T> vector)
        {
            _data = new T[_length = vector.Length];
            for (ulong i = 0; i < _length; i++)
            {
                _data[i] = vector[i];
            }
            _vectorType = vectorType;
        }

        #endregion

        #region Methods

            //Unity Matrix, this vector has 1/N everywhere
            public static Vector<float> e(VectorType vectorType, ulong length)
            {
                var data = new float[length];
                for (ulong i = 0; i < length; i++)
                {
                    data[i] = (float)1 / length;
                }
                var vectorE = new Vector<float>(vectorType, data); 
                return vectorE;
            }

            public float Sum()
            {
                float sum = 0;
                if (_data is float[])
                {
                    sum = (_data as float[]).Sum();
                }
                else
                {
                    if (_data is Complex[])
                    {
                        for (ulong i = 0; i < _length; i++)
                        {
                            sum += (float)
                                Math.Sqrt(Math.Pow((_data[i] as Complex?).Value.Real, 2) +
                                          Math.Pow((_data[i] as Complex?).Value.Imaginary, 2));
                        }
                    }
                }
                return sum;
            }

            public bool CheckIfSochasitc()
            {
                return Math.Abs(Sum() - 1) < float.Epsilon;
            }

            public void Normalize()
            {
                var sum = Sum();

                if (_data is float[])
                {
                    for (ulong i = 0; i < _length; i++)
                    {
                        float x = ((float) _data[i])/sum;
                        _data[i] =  (T)x;
                    }
                }

            }

        #endregion

        #region Operators
        //I omitted the code inhere to avoid overload
        #endregion

        #region Fields

            private  ulong _length;
            private readonly VectorType _vectorType;
            private T[] _data;

        #endregion
    }

    public enum VectorType
    {
        Row,Column        
    }

My problem is that I have a generic array (if I can call it so) :

private T[] _data;

And I have the Normalize() method:

public void Normalize()
          {
             var sum = Sum();
             if (_data is float[])
             {
                for (ulong i = 0; i < _length; i++)
                {
                    //Here is the problem
                    _data[i] =  ((_data[i] as float?) / sum);
                }
             }
          }

This doesn't work saying can't cast float to T tried to search but couldn't find helpful aide, any clarification I'd be thankful.

Update :

The Sum() method always returns a float

Answer 1

It's not clear why you're converting to float? at all (or why you're using ulong as the index variable type...) but you just need to cast the result back to T - otherwise you can't assign it back into an array of type T[]. Additionally, you need to cast to object (in order to convert back to T:

float x = ((float) (object) data[i]) / sum;
data[i] = (T) (object) x;

You can use float? for the first line, with as, to avoid boxing - but then you need to get the non-nullable value:

float x = (data[i] as float?).Value / sum;

Both are pretty ugly :(

As noted in comments though, this sort of thing is usually an indication of the design not really being properly generic at all. We don't know what type Sum() returns, but you should consider just how "general" your type is to start with.

Answer 2

May be you can try this

if (typeof(_data) == float[])
             {
                for (ulong i = 0; i < _length; i++)
                {
                    _data[i] =  ((_data[i] as float?) / sum);
                }
             }