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Zero-copy sharing between managed and native arrays in Unity

License: MIT License

C# 100.00%

sharedarray's Introduction

SharedArray

A SharedArray is a segment of memory that is represented both as a normal C# array T[], and a Unity NativeArray<T>.

It's designed to reduce the overhead of communicating between C# job data in NativeArray and APIs that use a normal array of structs, such as Graphics.DrawMeshInstanced(), by eliminating the need to copy data.

This is the modified version from @stella3d.

Installation

Minimum Unity version is 2018.4.

From Package Manager

Add package from git URL -> https://github.com/qwe321qwe321qwe321/SharedArray.git?#package

Usage

// SharedArray implicitly converts to both managed and native array
SharedArray<Vector4> shared = new SharedArray<Vector4>(8);
NativeArray<Vector4> asNative = shared;
Vector4[] asManaged = shared;

Please see the demo project for a more detailed usage example.

Safety System

Unity's job system has a safety system for reading & writing data (in the Editor only). This catches cases where a data race would occur and warns you about it.

SharedArray works with this safety system, so when you access the data on the main thread, the system knows whether it is safe to read or write, just like using a NativeArray allocated the normal way.

Here's all of the operations that include a check of the safety system.

SharedArray<T> sharedArray;            // created elsewhere 

// These 4 operations will check that no jobs are using the data, in any way
T[] asNormalArray = sharedArray; 
sharedArray.Clear();
sharedArray.Resize(32);
sharedArray.Dispose();

// Enumerating in either of these ways will check if any jobs are writing to the data, but allow other readers
foreach(var element in sharedArray) { }

var enumerator = sharedArray.GetEnumerator();

The safest way to use SharedArray is:

  1. Manipulate data in a C# job, using the NativeArray<T> representation
  2. Convert to a managed array T[] only right before you use it on the main thread.

This is important if you want the safety system to work - if you pass around a reference to the managed representation, you won't get the safety system checks.

You can see this pattern demonstrated in the demo project.

Aliasing

It's possible to have the NativeArray representation of the data be of a different type than the source managed array.

To do so, create the SharedArray with 2 types instead of 1 :

Vector4[] source = new Vector4[64];
SharedArray<Vector4, float4> shared = new SharedArray<Vector4, float4>(source);
NativeArray<float4> native = shared;
Vector4[] asManaged = shared;

The only safety check that aliasing makes is that the types are both unmanaged and the same size.

Why Alias Types ?

Aliasing was made to eliminate the overhead of converting between analogous types in Unity.Mathematics and UnityEngine (such as float4 <-> Vector4 or float4x4 <-> Matrix4x4).

These Unity.Mathematics types have optimizations specific to the Burst compiler, and replace the existing Unity math structs and methods. We want to get the compiler-specific performance advantage of using those new types, without the overhead of converting back from Unity.Mathematics types.

For types that are laid out the same in memory, we can just treat one like the other. Since we do this for the whole array, there is never any conversion between types happening, and thus no overhead - it's just a different "view" on the same memory.

Troubleshooting

ArgumentException: Object contains non-primitive or non-blittable data.

I opened an issue for this issue if you are interested.

TLDR solution:

  • Add the attribute [MarshalAs(UnmanagedType.U1)] to your boolean fields.
    public struct CustomStructA {
        [MarshalAs(UnmanagedType.U1)]
        public bool booleanVar;
    }
    

sharedarray's People

Contributors

qwe321qwe321qwe321 avatar

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