ArrayBuffer and TypedArray

arraybuffer-and-typedarray

So I tried WebGL and…

meme

Jokes aside, I love it but it has a big learning curve and I believe I will get there (hopefully in this life).

Anyways, I’ve been into Three.js for a while which required me to dig deeper into WebGL world. Since, ArrayBuffer is used frequently in storing vertex and indices information, I wanted to know the internal working of it.

What is an ArrayBuffer?

A low-level object that represents a fixed-size binary data buffer. It is particularly useful when dealing with binary data, such as working with files, network protocols, or manipulating raw data.

We create it like this:

const buffer = new ArrayBuffer(16); // create a buffer of length 16
console.log(buffer.byteLength); // 16

This allocates a contiguous memory area of 16 bytes and pre-fills it with zeroes.

⚠️ NOTE: ArrayBuffer is not an Array:

  • Fixed Size: Size is set at creation and remains constant.
  • Binary Data Container: Holds raw binary data, not traditional array elements.
  • No Direct Access: You cannot directly access or modify the contents of an ArrayBuffer using typical array notation (e.g., buffer[0]). Instead, views called “TypedArrays” are used to interpret and manipulate the binary data within the buffer.

What are TypedArrays?

A set of array-like objects that provide a “view” into an ArrayBuffer. What does it mean? Well, a TypedArray doesn’t store anything.

There is no global property named TypedArray, nor is there a directly visible TypedArray constructor.

confused_gif

I know. I know, just stay with me. It will all make sense.

TypedArrays provide a structured approach to handling binary data, enabling the interpretation and manipulation of raw memory in a typed manner. They provide views for various numeric types, such as integers and floating-point numbers.

The ArrayBuffer acts as the central object, representing raw binary data. However, for various operations such as writing into it or iterating over it, we typically utilize a view or one of the TypedArrays.

TypedArrays behave like regular arrays: have indexes and are iterable.

TypedArray Objects:

TypedArray Objects

Source: MDN

Arguments:

A TypedArray can be initialized with different types and they behave differently in each case.
1.new TypedArray();: Creates an empty typed array.

2.new TypedArray(length); : Creates an instance of a typed array with a specified length.

// Create a new Int32Array with a length of 4
const int32Array = new Int32Array(4);

console.log(int32Array);  // Outputs: Int32Array [ 0, 0, 0, 0 ]
console.log(int32Array.length);  // Outputs: 4

3.new TypedArray(typedArray);: Creates a new typed array by copying the elements from an existing typed array.

// Create a new Float32Array by copying the elements from an existing Float64Array
const float64Array = new Float64Array([1.1, 2.2, 3.3]);
const float32Array = new Float32Array(float64Array);

console.log(float32Array);  // Outputs: Float32Array [ 1.1, 2.2, 3.3 ]

4.new TypedArray(object);: Creates a new typed array by converting the elements of an iterable object (e.g., an array or another typed array).

// Create a new Uint16Array from an array-like object
const arrayLikeObject = { length: 3, 0: 10, 1: 20, 2: 30 } //or [10,20,30];
const uint16Array = new Uint16Array(arrayLikeObject);

console.log(uint16Array);  // Outputs: Uint16Array [ 10, 20, 30 ]

5.new TypedArray(buffer, byteOffset, length);: Creates a new typed array that is a view into an existing ArrayBuffer. The byteOffset and length parameters allow you to specify a subrange of the ArrayBuffer.

// Create an ArrayBuffer and initialize it with some binary data
const binaryData = new Uint8Array([255, 0, 127, 1, 63, 0, 0, 0]);
const buffer = binaryData.buffer;

// Create a new Uint32Array that is a view into the existing ArrayBuffer
const uint32ArrayView = new Uint32Array(buffer, 4, 2);

console.log(uint32ArrayView);  // Outputs: Uint32Array [ 16777215, 1056964608 ]

The diagram below shows the different views of the same binary data. The values inside the boxes (0,1,2,3,…) indicates the index numbers not array values. Remember that,

const buffer = new ArrayBuffer(16);

initializes a buffer of length 16 and pre-fills with 0.

ArrayBuffer with different views

So, the binary data in an ArrayBuffer of 16-bytes can be viewed and interpreted in multiple ways,

  • 16 small integer values
  • 8 larger integer values (2 bytes each)
  • 4 even larger integer values (4 bytes each)
  • 2 floating-point values with higher precision (8 bytes each)

To make it more clear we can utilize the properties (length, byteLength and BYTES_PER_ELEMENT) on each view.

  1. length: Returns the length (in bytes) of the typed array.
  2. byteLength: Returns the number of elements held in the typed array.
  3. BYTES_PER_ELEMENT: Returns a number value of the element size for the different TypedArray objects.

ArrayBuffer Use-Cases:

Key use cases for ArrayBuffer include:

  • WebGL Graphics Rendering: Storing and managing vertex and index data for 3D graphics rendering in WebGL applications.
// Storing and managing vertex data for WebGL graphics rendering
var gl = canvas.getContext('webgl');

// Creating a buffer for vertex data
var vertices = new Float32Array([
                0.0, 0.0 // Vertex position (x, y)
               ]);
var vertexBuffer = gl.createBuffer();
gl.bindBuffer(gl.ARRAY_BUFFER, vertexBuffer);
gl.bufferData(gl.ARRAY_BUFFER, vertices, gl.STATIC_DRAW);

// Using the buffer in WebGL rendering
// (Assuming shader programs and other setup)
// ...
gl.bindBuffer(gl.ARRAY_BUFFER, vertexBuffer);
// Draw graphics using the vertex buffer
  • Image Processing: Manipulating raw pixel information for graphics or image processing.
  • Networking: Efficient handling of binary data in network communication.
  • File I/O: Reading and writing binary data for file-related operations.
  • WebSockets: Handling binary payloads in WebSocket communication.
  • WebAssembly Integration: Exchanging binary data between JavaScript and WebAssembly.

Advantages and Limitations:

Advantages:

  1. Efficient memory usage.
  2. Effective handling of binary data.
  3. Interoperability with other APIs.
  4. Typed arrays provide structured data handling.
  5. Supports shared memory for efficient data sharing.
  6. Suitable for low-level operations.

Limitations:

  1. Fixed size; cannot be dynamically resized.
  2. Limited high-level abstractions for common operations.
  3. Requires the use of typed arrays for direct data manipulation.
  4. Potential compatibility issues with older browsers.
  5. Manual memory management may lead to bugs or leaks.

So, this was all about the basics of ArrayBuffer and TypedArrays. In my next article I will try to explain Byte ordering (related to ordering of multibyte values in different views) & DataViews.

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