You can try to circumvent this limitation by implementing your own array-like data-structure, either by emulating continuous storage via a collection of standard .NET-arrays (partition your data in chunks with 2^31 items each), or you can use native APIs and some evil pointer arithmetic to get maximum performance.
A while ago I tried to implement the latter approach in C#, which isn’t a big deal, only a matter of some unsafe-blocks for pointer arithmetic and a call to Marshal.AllocHGlobal for allocating memory on the unmanged heap. However, when I tried to make that custom collection into a generic one, I ran into an unsolvable problem:
public unsafe T this[long index]
{
get
{
return *((T*)pBase + index);
}
set
{
*((T*)pBase + index) = value;
}
}
This code does not compile. The reason for that is, that there is no way to tell the C# compiler that T shall be constrained to unmanaged types.
Interestingly, F# 2.0 does feature such a constraint! This is how a minimalistic F# implementation of such an native 64 bit array could look like:
namespace NativeTools
#nowarn "9"
#nowarn "42"
open System
open System.Runtime
open Microsoft.FSharp.NativeInterop
module internal PointerArithmetic =
[<CompiledName("AddIntPtrToIntPtr")>]
[<Unverifiable>]
let inline addNativeInt (x: nativeptr<'T>) (n: nativeint) : nativeptr<'T> =
(NativePtr.toNativeInt x) + n * (# "sizeof !0" type('T) : nativeint #) |> NativePtr.ofNativeInt
// "reinterpret_cast<IntPtr>(x)"... EVIL!
[<CompiledName("Int64ToIntPtr")>]
[<Unverifiable>]
let inline int64ToNativeint (x: int64) = (# "" x : nativeint #)
[<CompiledName("AddInt64ToIntPtr")>]
[<Unverifiable>]
let inline addInt64 (x: nativeptr<'a>) (o: int64) : nativeptr<'a> = addNativeInt x (int64ToNativeint o)
[<Sealed>]
type NativeArray64<'T when 'T: unmanaged>(length: int64) =
let itemSize: int64 = (int64)(InteropServices.Marshal.SizeOf(typeof<'T>))
let mutable isDisposed = false
let allocatedBytes = length * itemSize
let blob = InteropServices.Marshal.AllocHGlobal(nativeint allocatedBytes)
let pBlobBase: nativeptr<'T> = NativePtr.ofNativeInt blob
let disposeLock = new Object()
member this.Length = length
member this.BaseAddress = pBlobBase
member this.ItemSize = itemSize
member this.IsDisposed = isDisposed
member this.AllocatedBytes = allocatedBytes
member private this.Free () =
lock disposeLock (fun () ->
if isDisposed
then ()
else InteropServices.Marshal.FreeHGlobal blob
isDisposed <- true
)
member this.Item
with get (idx: int64) =
NativePtr.read (PointerArithmetic.addInt64 pBlobBase idx)
and set (idx: int64) (value: 'T) =
NativePtr.write (PointerArithmetic.addInt64 pBlobBase idx) value
member private this.Items = seq {
for i in 0L .. length - 1L do
yield this.[i]
}
override this.Finalize () = this.Free()
interface IDisposable with
member this.Dispose () =
GC.SuppressFinalize this
this.Free()
interface Collections.Generic.IEnumerable<'T> with
member this.GetEnumerator () : Collections.Generic.IEnumerator<'T> =
this.Items.GetEnumerator()
member this.GetEnumerator () : Collections.IEnumerator =
this.Items.GetEnumerator() :> Collections.IEnumerator
UPDATE 2010-04-25: Removed a few bugs.
You can use this data structure in your C# code like a normal array:
var length = 8L * 1024L * 1024L * 1024L;
// allocate a byte-array of 8 GiB
using(arr = new NativeTools.NativeArray64<byte>(length))
{
arr[0] = 123;
arr[length-1] = 222;
Console.WriteLine("Allocated " + arr.AllocatedBytes);
}
// auto-disposed ...