I use an extension method to convert float arrays into byte arrays:
public static unsafe byte[] ToByteArray(this float[] floatArray, int count)
{
int arrayLength = floatArray.Length > count ? count : floatArray.Length;
byte[] byteArray = new byte[4 * arrayLength];
fixed (float* floatPointer = floatArray)
{
fixed (byte* bytePointer = byteArray)
{
float* read = floatPointer;
float* write = (float*)bytePointer;
for (int i = 0; i < arrayLength; i++)
{
*write++ = *read++;
}
}
}
return byteArray;
}
I understand that an array is a pointer to memory associated with information on the type and number of elements. Also, it seems to me that there is no way of doing a conversion from and to a byte array without copying the data as above.
Have I understood this? Would it even be impossible to write IL to create an array from a pointer, type and length without copying data?
EDIT: Thanks for the answers, I learned some fundamentals and got to try out new tricks!
After initially accepting Davy Landman's answer I found out that while his brilliant StructLayout hack does convert byte arrays into float arrays, it does not work the other way around. To demonstrate:
[StructLayout(LayoutKind.Explicit)]
struct UnionArray
{
[FieldOffset(0)]
public Byte[] Bytes;
[FieldOffset(0)]
public float[] Floats;
}
static void Main(string[] args)
{
// From bytes to floats - works
byte[] bytes = { 0, 1, 2, 4, 8, 16, 32, 64 };
UnionArray arry = new UnionArray { Bytes = bytes };
for (int i = 0; i < arry.Bytes.Length / 4; i++)
Console.WriteLine(arry.Floats[i]);
// From floats to bytes - index out of range
float[] floats = { 0.1f, 0.2f, 0.3f };
arry = new UnionArray { Floats = floats };
for (int i = 0; i < arry.Floats.Length * 4; i++)
Console.WriteLine(arry.Bytes[i]);
}
It seems that the CLR sees both arrays as having the same length. If the struct is created from float data, the byte array's length is just too short.
You can use a really ugly hack to temporary change your array to byte[] using memory manipulation.
This is really fast and efficient as it doesn't require cloning the data and iterating on it.
I tested this hack in both 32 & 64 bit OS, so it should be portable.
The source + sample usage is maintained at https://gist.github.com/1050703 , but for your convenience I'll paste it here as well:
public static unsafe class FastArraySerializer
{
[StructLayout(LayoutKind.Explicit)]
private struct Union
{
[FieldOffset(0)] public byte[] bytes;
[FieldOffset(0)] public float[] floats;
}
[StructLayout(LayoutKind.Sequential, Pack = 1)]
private struct ArrayHeader
{
public UIntPtr type;
public UIntPtr length;
}
private static readonly UIntPtr BYTE_ARRAY_TYPE;
private static readonly UIntPtr FLOAT_ARRAY_TYPE;
static FastArraySerializer()
{
fixed (void* pBytes = new byte[1])
fixed (void* pFloats = new float[1])
{
BYTE_ARRAY_TYPE = getHeader(pBytes)->type;
FLOAT_ARRAY_TYPE = getHeader(pFloats)->type;
}
}
public static void AsByteArray(this float[] floats, Action<byte[]> action)
{
if (floats.handleNullOrEmptyArray(action))
return;
var union = new Union {floats = floats};
union.floats.toByteArray();
try
{
action(union.bytes);
}
finally
{
union.bytes.toFloatArray();
}
}
public static void AsFloatArray(this byte[] bytes, Action<float[]> action)
{
if (bytes.handleNullOrEmptyArray(action))
return;
var union = new Union {bytes = bytes};
union.bytes.toFloatArray();
try
{
action(union.floats);
}
finally
{
union.floats.toByteArray();
}
}
public static bool handleNullOrEmptyArray<TSrc,TDst>(this TSrc[] array, Action<TDst[]> action)
{
if (array == null)
{
action(null);
return true;
}
if (array.Length == 0)
{
action(new TDst[0]);
return true;
}
return false;
}
private static ArrayHeader* getHeader(void* pBytes)
{
return (ArrayHeader*)pBytes - 1;
}
private static void toFloatArray(this byte[] bytes)
{
fixed (void* pArray = bytes)
{
var pHeader = getHeader(pArray);
pHeader->type = FLOAT_ARRAY_TYPE;
pHeader->length = (UIntPtr)(bytes.Length / sizeof(float));
}
}
private static void toByteArray(this float[] floats)
{
fixed(void* pArray = floats)
{
var pHeader = getHeader(pArray);
pHeader->type = BYTE_ARRAY_TYPE;
pHeader->length = (UIntPtr)(floats.Length * sizeof(float));
}
}
}
And the usage is:
var floats = new float[] {0, 1, 0, 1};
floats.AsByteArray(bytes =>
{
foreach (var b in bytes)
{
Console.WriteLine(b);
}
});
Yes, the type information and data is in the same memory block, so that is impossible unless you overwrite the type information in a float array to fool the system that it's byte array. That would be a really ugly hack, and could easily blow up...
Here's how you can convert the floats without unsafe code if you like:
public static byte[] ToByteArray(this float[] floatArray) {
int len = floatArray.Length * 4;
byte[] byteArray = new byte[len];
int pos = 0;
foreach (float f in floatArray) {
byte[] data = BitConverter.GetBytes(f);
Array.Copy(data, 0, byteArray, pos, 4);
pos += 4;
}
return byteArray;
}
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