Understanding JavaScript's ArrayBuffer, TypedArray, and DataView: Key Insights.
The text you've shared provides a detailed overview of binary data handling in JavaScript using ArrayBuffer and TypedArray views. Here are the key points summarized:
- ArrayBuffer:
- Represents a fixed-length contiguous memory area of raw binary data.
- Does not directly store or manipulate data; it's a raw sequence of bytes.
- Accessed through "view" objects like Uint8Array, which interpret the data in specific ways.
- TypedArray:
- Views over an ArrayBuffer that provide structured ways to access and manipulate binary data.
- Types include Uint8Array, Uint16Array, Uint32Array (for unsigned integers), Int8Array, Int16Array, Int32Array (for signed integers), and Float32Array, Float64Array (for floating-point numbers).
- Can be created directly from an ArrayBuffer or other typed arrays, arrays, or numeric lengths.
- DataView:
- Provides a flexible way to interpret ArrayBuffer data with methods like
getUint8,getUint16, etc., specifying byte offsets and formats dynamically.
- Provides a flexible way to interpret ArrayBuffer data with methods like
- TypedArray Methods:
- Support standard array operations like iteration, mapping, slicing, but lack splice and concat.
- Additional methods like
setandsubarrayallow efficient data manipulation and subsetting.
- Out-of-bounds Behavior:
- Writing values outside the valid range for a TypedArray will result in truncation or clamping, depending on the type (e.g., Uint8Array clamps values to 0-255).
- Concatenation of TypedArrays:
- Implementing a function like
concat(arrays)involves creating a new TypedArray with the combined length of input arrays and copying data into it.
- Implementing a function like
Understanding these concepts and APIs is crucial for efficiently handling binary data, especially in scenarios like file I/O or image processing in web development. Each TypedArray provides a specific view of the underlying binary data, facilitating different kinds of operations.
In web-development, we meet binary data mostly while dealing with files (create, upload, download). Another typical use case is image processing.
That’s all possible in JavaScript, and binary operations are high-performant.
Although, there’s a bit of confusion, because there are many classes. To name a few:
ArrayBuffer, Uint8Array, DataView, Blob, File, etc.
Binary data in JavaScript is implemented in a non-standard way, compared to other languages. But when we sort things out, everything becomes fairly simple.
The basic binary object is ArrayBuffer – a reference to a fixed-length contiguous memory area.
We create it like this:
let buffer = new ArrayBuffer(16); // create a buffer of length 16
alert(buffer.byteLength); // 16
This allocates a contiguous memory area of 16 bytes and pre-fills it with zeroes.
ArrayBuffer is not an array of something
Let’s eliminate a possible source of confusion. ArrayBuffer has nothing in common with Array:
It has a fixed length, we can’t increase or decrease it.
It takes exactly that much space in the memory.
To access individual bytes, another “view” object is needed, not buffer[index].
ArrayBuffer is a memory area. What’s stored in it? It has no clue. Just a raw sequence of bytes.
To manipulate an ArrayBuffer, we need to use a “view” object.
A view object does not store anything on its own. It’s the “eyeglasses” that give an interpretation of the bytes stored in the ArrayBuffer.
For instance:
Uint8Array – treats each byte in ArrayBuffer as a separate number, with possible values from 0 to 255 (a byte is 8-bit, so it can hold only that much). Such value is called a “8-bit unsigned integer”.
Uint16Array – treats every 2 bytes as an integer, with possible values from 0 to 65535. That’s called a “16-bit unsigned integer”.
Uint32Array – treats every 4 bytes as an integer, with possible values from 0 to 4294967295. That’s called a “32-bit unsigned integer”.
Float64Array – treats every 8 bytes as a floating point number with possible values from 5.0x10-324 to 1.8x10308.
So, the binary data in an ArrayBuffer of 16 bytes can be interpreted as 16 “tiny numbers”, or 8 bigger numbers (2 bytes each), or 4 even bigger (4 bytes each), or 2 floating-point values with high precision (8 bytes each).
ArrayBuffer is the core object, the root of everything, the raw binary data.
But if we’re going to write into it, or iterate over it, basically for almost any operation – we must use a view, e.g:
let buffer = new ArrayBuffer(16); // create a buffer of length 16
let view = new Uint32Array(buffer); // treat buffer as a sequence of 32-bit integers
alert(Uint32Array.BYTES_PER_ELEMENT); // 4 bytes per integer
alert(view.length); // 4, it stores that many integers
alert(view.byteLength); // 16, the size in bytes
// let's write a value
view[0] = 123456;
// iterate over values
for(let num of view) {alert(num); // 123456, then 0, 0, 0 (4 values total)
}
TypedArray
The common term for all these views (Uint8Array, Uint32Array, etc) is TypedArray. They share the same set of methods and properties.
Please note, there’s no constructor called TypedArray, it’s just a common “umbrella” term to represent one of views over ArrayBuffer: Int8Array, Uint8Array and so on, the full list will soon follow.
When you see something like new TypedArray, it means any of new Int8Array, new Uint8Array, etc.
Typed arrays behave like regular arrays: have indexes and are iterable.
A typed array constructor (be it Int8Array or Float64Array, doesn’t matter) behaves differently depending on argument types.
There are 5 variants of arguments:
new TypedArray(buffer, [byteOffset], [length]);
new TypedArray(object);
new TypedArray(typedArray);
new TypedArray(length);
new TypedArray();
If an ArrayBuffer argument is supplied, the view is created over it. We used that syntax already.
Optionally we can provide byteOffset to start from (0 by default) and the length (till the end of the buffer by default), then the view will cover only a part of the buffer.
If an Array, or any array-like object is given, it creates a typed array of the same length and copies the content.
We can use it to pre-fill the array with the data:
let arr = new Uint8Array([0, 1, 2, 3]);
alert( arr.length ); // 4, created binary array of the same length
alert( arr[1] ); // 1, filled with 4 bytes (unsigned 8-bit integers) with given values
If another TypedArray is supplied, it does the same: creates a typed array of the same length and copies values. Values are converted to the new type in the process, if needed.
let arr16 = new Uint16Array([1, 1000]);
let arr8 = new Uint8Array(arr16);
alert( arr8[0] ); // 1
alert( arr8[1] ); // 232, tried to copy 1000, but can't fit 1000 into 8 bits (explanations below)
For a numeric argument length – creates the typed array to contain that many elements. Its byte length will be length multiplied by the number of bytes in a single item TypedArray.BYTES_PER_ELEMENT:
let arr = new Uint16Array(4); // create typed array for 4 integers
alert( Uint16Array.BYTES_PER_ELEMENT ); // 2 bytes per integer
alert( arr.byteLength ); // 8 (size in bytes)
Without arguments, creates an zero-length typed array.
We can create a TypedArray directly, without mentioning ArrayBuffer. But a view cannot exist without an underlying ArrayBuffer, so gets created automatically in all these cases except the first one (when provided).
To access the underlying ArrayBuffer, there are following properties in TypedArray:
buffer – references the ArrayBuffer.
byteLength – the length of the ArrayBuffer.
So, we can always move from one view to another:
let arr8 = new Uint8Array([0, 1, 2, 3]);
// another view on the same data
let arr16 = new Uint16Array(arr8.buffer);
Here’s the list of typed arrays:
Uint8Array, Uint16Array, Uint32Array – for integer numbers of 8, 16 and 32 bits.
Uint8ClampedArray – for 8-bit integers, “clamps” them on assignment (see below).
Int8Array, Int16Array, Int32Array – for signed integer numbers (can be negative).
Float32Array, Float64Array – for signed floating-point numbers of 32 and 64 bits.
No int8 or similar single-valued types
Please note, despite of the names like Int8Array, there’s no single-value type like int, or int8 in JavaScript.
That’s logical, as Int8Array is not an array of these individual values, but rather a view on ArrayBuffer.
Out-of-bounds behavior
What if we attempt to write an out-of-bounds value into a typed array? There will be no error. But extra bits are cut-off.
For instance, let’s try to put 256 into Uint8Array. In binary form, 256 is 100000000 (9 bits), but Uint8Array only provides 8 bits per value, that makes the available range from 0 to 255.
For bigger numbers, only the rightmost (less significant) 8 bits are stored, and the rest is cut off:
So we’ll get zero.
For 257, the binary form is 100000001 (9 bits), the rightmost 8 get stored, so we’ll have 1 in the array:
In other words, the number modulo 28 is saved.
Here’s the demo:
let uint8array = new Uint8Array(16);
let num = 256;
alert(num.toString(2)); // 100000000 (binary representation)
uint8array[0] = 256;
uint8array[1] = 257;
alert(uint8array[0]); // 0
alert(uint8array[1]); // 1
Uint8ClampedArray is special in this aspect, its behavior is different. It saves 255 for any number that is greater than 255, and 0 for any negative number. That behavior is useful for image processing.
TypedArray methods
TypedArray has regular Array methods, with notable exceptions.
We can iterate, map, slice, find, reduce etc.
There are few things we can’t do though:
No splice – we can’t “delete” a value, because typed arrays are views on a buffer, and these are fixed, contiguous areas of memory. All we can do is to assign a zero.
No concat method.
There are two additional methods:
arr.set(fromArr, [offset]) copies all elements from fromArr to the arr, starting at position offset (0 by default).
arr.subarray([begin, end]) creates a new view of the same type from begin to end (exclusive). That’s similar to slice method (that’s also supported), but doesn’t copy anything – just creates a new view, to operate on the given piece of data.
These methods allow us to copy typed arrays, mix them, create new arrays from existing ones, and so on.
DataView
DataView is a special super-flexible “untyped” view over ArrayBuffer. It allows to access the data on any offset in any format.
For typed arrays, the constructor dictates what the format is. The whole array is supposed to be uniform. The i-th number is arr[i].
With DataView we access the data with methods like .getUint8(i) or .getUint16(i). We choose the format at method call time instead of the construction time.
The syntax:
new DataView(buffer, [byteOffset], [byteLength])
buffer – the underlying ArrayBuffer. Unlike typed arrays, DataView doesn’t create a buffer on its own. We need to have it ready.
byteOffset – the starting byte position of the view (by default 0).
byteLength – the byte length of the view (by default till the end of buffer).
For instance, here we extract numbers in different formats from the same buffer:
// binary array of 4 bytes, all have the maximal value 255
let buffer = new Uint8Array([255, 255, 255, 255]).buffer;
let dataView = new DataView(buffer);
// get 8-bit number at offset 0
alert( dataView.getUint8(0) ); // 255
// now get 16-bit number at offset 0, it consists of 2 bytes, together interpreted as 65535
alert( dataView.getUint16(0) ); // 65535 (biggest 16-bit unsigned int)
// get 32-bit number at offset 0
alert( dataView.getUint32(0) ); // 4294967295 (biggest 32-bit unsigned int)
dataView.setUint32(0, 0); // set 4-byte number to zero, thus setting all bytes to 0
DataView is great when we store mixed-format data in the same buffer. For example, when we store a sequence of pairs (16-bit integer, 32-bit float), DataView allows to access them easily.
Summary
ArrayBuffer is the core object, a reference to the fixed-length contiguous memory area.
To do almost any operation on ArrayBuffer, we need a view.
It can be a TypedArray:
Uint8Array, Uint16Array, Uint32Array – for unsigned integers of 8, 16, and 32 bits.
Uint8ClampedArray – for 8-bit integers, “clamps” them on assignment.
Int8Array, Int16Array, Int32Array – for signed integer numbers (can be negative).
Float32Array, Float64Array – for signed floating-point numbers of 32 and 64 bits.
Or a DataView – the view that uses methods to specify a format, e.g. getUint8(offset).
In most cases we create and operate directly on typed arrays, leaving ArrayBuffer under cover, as a “common denominator”. We can access it as .buffer and make another view if needed.
There are also two additional terms, that are used in descriptions of methods that operate on binary data:
ArrayBufferView is an umbrella term for all these kinds of views.
BufferSource is an umbrella term for ArrayBuffer or ArrayBufferView.
We’ll see these terms in the next chapters. BufferSource is one of the most common terms, as it means “any kind of binary data” – an ArrayBuffer or a view over it.
Here’s a cheatsheet:
Tasks
Concatenate typed arrays
Given an array of Uint8Array, 6
ArrayBuffer, binary arrays - Binary data, files
mutaab
mutaab
50
ArrayBuffer, binary arrays
In web-development, we meet binary data mostly while dealing with files (create, upload, download). Another typical use case is image processing.
That’s all possible in JavaScript, and binary operations are high-performant.
Although, there’s a bit of confusion, because there are many classes. To name a few:
ArrayBuffer, Uint8Array, DataView, Blob, File, etc.
Binary data in JavaScript is implemented in a non-standard way, compared to other languages. But when we sort things out, everything becomes fairly simple.
The basic binary object is ArrayBuffer – a reference to a fixed-length contiguous memory area.
We create it like this:
let buffer = new ArrayBuffer(16); // create a buffer of length 16
alert(buffer.byteLength); // 16
This allocates a contiguous memory area of 16 bytes and pre-fills it with zeroes.
ArrayBuffer is not an array of something
Let’s eliminate a possible source of confusion. ArrayBuffer has nothing in common with Array:
It has a fixed length, we can’t increase or decrease it.
It takes exactly that much space in the memory.
To access individual bytes, another “view” object is needed, not buffer[index].
ArrayBuffer is a memory area. What’s stored in it? It has no clue. Just a raw sequence of bytes.
To manipulate an ArrayBuffer, we need to use a “view” object.
A view object does not store anything on its own. It’s the “eyeglasses” that give an interpretation of the bytes stored in the ArrayBuffer.
For instance:
Uint8Array – treats each byte in ArrayBuffer as a separate number, with possible values from 0 to 255 (a byte is 8-bit, so it can hold only that much). Such value is called a “8-bit unsigned integer”.
Uint16Array – treats every 2 bytes as an integer, with possible values from 0 to 65535. That’s called a “16-bit unsigned integer”.
Uint32Array – treats every 4 bytes as an integer, with possible values from 0 to 4294967295. That’s called a “32-bit unsigned integer”.
Float64Array – treats every 8 bytes as a floating point number with possible values from 5.0x10-324 to 1.8x10308.
So, the binary data in an ArrayBuffer of 16 bytes can be interpreted as 16 “tiny numbers”, or 8 bigger numbers (2 bytes each), or 4 even bigger (4 bytes each), or 2 floating-point values with high precision (8 bytes each).
ArrayBuffer is the core object, the root of everything, the raw binary data.
But if we’re going to write into it, or iterate over it, basically for almost any operation – we must use a view, e.g:
let buffer = new ArrayBuffer(16); // create a buffer of length 16
let view = new Uint32Array(buffer); // treat buffer as a sequence of 32-bit integers
alert(Uint32Array.BYTES_PER_ELEMENT); // 4 bytes per integer
alert(view.length); // 4, it stores that many integers
alert(view.byteLength); // 16, the size in bytes
// let's write a value
view[0] = 123456;
// iterate over values
for(let num of view) {alert(num); // 123456, then 0, 0, 0 (4 values total)
}
TypedArray
The common term for all these views (Uint8Array, Uint32Array, etc) is TypedArray. They share the same set of methods and properties.
Please note, there’s no constructor called TypedArray, it’s just a common “umbrella” term to represent one of views over ArrayBuffer: Int8Array, Uint8Array and so on, the full list will soon follow.
When you see something like new TypedArray, it means any of new Int8Array, new Uint8Array, etc.
Typed arrays behave like regular arrays: have indexes and are iterable.
A typed array constructor (be it Int8Array or Float64Array, doesn’t matter) behaves differently depending on argument types.
There are 5 variants of arguments:
new TypedArray(buffer, [byteOffset], [length]);
new TypedArray(object);
new TypedArray(typedArray);
new TypedArray(length);
new TypedArray();
If an ArrayBuffer argument is supplied, the view is created over it. We used that syntax already.
Optionally we can provide byteOffset to start from (0 by default) and the length (till the end of the buffer by default), then the view will cover only a part of the buffer.
If an Array, or any array-like object is given, it creates a typed array of the same length and copies the content.
We can use it to pre-fill the array with the data:
let arr = new Uint8Array([0, 1, 2, 3]);
alert( arr.length ); // 4, created binary array of the same length
alert( arr[1] ); // 1, filled with 4 bytes (unsigned 8-bit integers) with given values
If another TypedArray is supplied, it does the same: creates a typed array of the same length and copies values. Values are converted to the new type in the process, if needed.
let arr16 = new Uint16Array([1, 1000]);
let arr8 = new Uint8Array(arr16);
alert( arr8[0] ); // 1
alert( arr8[1] ); // 232, tried to copy 1000, but can't fit 1000 into 8 bits (explanations below)
For a numeric argument length – creates the typed array to contain that many elements. Its byte length will be length multiplied by the number of bytes in a single item TypedArray.BYTES_PER_ELEMENT:
let arr = new Uint16Array(4); // create typed array for 4 integers
alert( Uint16Array.BYTES_PER_ELEMENT ); // 2 bytes per integer
alert( arr.byteLength ); // 8 (size in bytes)
Without arguments, creates an zero-length typed array.
We can create a TypedArray directly, without mentioning ArrayBuffer. But a view cannot exist without an underlying ArrayBuffer, so gets created automatically in all these cases except the first one (when provided).
To access the underlying ArrayBuffer, there are following properties in TypedArray:
buffer – references the ArrayBuffer.
byteLength – the length of the ArrayBuffer.
So, we can always move from one view to another:
let arr8 = new Uint8Array([0, 1, 2, 3]);
// another view on the same data
let arr16 = new Uint16Array(arr8.buffer);
Here’s the list of typed arrays:
Uint8Array, Uint16Array, Uint32Array – for integer numbers of 8, 16 and 32 bits.
Uint8ClampedArray – for 8-bit integers, “clamps” them on assignment (see below).
Int8Array, Int16Array, Int32Array – for signed integer numbers (can be negative).
Float32Array, Float64Array – for signed floating-point numbers of 32 and 64 bits.
No int8 or similar single-valued types
Please note, despite of the names like Int8Array, there’s no single-value type like int, or int8 in JavaScript.
That’s logical, as Int8Array is not an array of these individual values, but rather a view on ArrayBuffer.
Out-of-bounds behavior
What if we attempt to write an out-of-bounds value into a typed array? There will be no error. But extra bits are cut-off.
For instance, let’s try to put 256 into Uint8Array. In binary form, 256 is 100000000 (9 bits), but Uint8Array only provides 8 bits per value, that makes the available range from 0 to 255.
For bigger numbers, only the rightmost (less significant) 8 bits are stored, and the rest is cut off:
So we’ll get zero.
For 257, the binary form is 100000001 (9 bits), the rightmost 8 get stored, so we’ll have 1 in the array:
In other words, the number modulo 28 is saved.
Here’s the demo:
let uint8array = new Uint8Array(16);
let num = 256;
alert(num.toString(2)); // 100000000 (binary representation)
uint8array[0] = 256;
uint8array[1] = 257;
alert(uint8array[0]); // 0
alert(uint8array[1]); // 1
Uint8ClampedArray is special in this aspect, its behavior is different. It saves 255 for any number that is greater than 255, and 0 for any negative number. That behavior is useful for image processing.
TypedArray methods
TypedArray has regular Array methods, with notable exceptions.
We can iterate, map, slice, find, reduce etc.
There are few things we can’t do though:
No splice – we can’t “delete” a value, because typed arrays are views on a buffer, and these are fixed, contiguous areas of memory. All we can do is to assign a zero.
No concat method.
There are two additional methods:
arr.set(fromArr, [offset]) copies all elements from fromArr to the arr, starting at position offset (0 by default).
arr.subarray([begin, end]) creates a new view of the same type from begin to end (exclusive). That’s similar to slice method (that’s also supported), but doesn’t copy anything – just creates a new view, to operate on the given piece of data.
These methods allow us to copy typed arrays, mix them, create new arrays from existing ones, and so on.
DataView
DataView is a special super-flexible “untyped” view over ArrayBuffer. It allows to access the data on any offset in any format.
For typed arrays, the constructor dictates what the format is. The whole array is supposed to be uniform. The i-th number is arr[i].
With DataView we access the data with methods like .getUint8(i) or .getUint16(i). We choose the format at method call time instead of the construction time.
The syntax:
new DataView(buffer, [byteOffset], [byteLength])
buffer – the underlying ArrayBuffer. Unlike typed arrays, DataView doesn’t create a buffer on its own. We need to have it ready.
byteOffset – the starting byte position of the view (by default 0).
byteLength – the byte length of the view (by default till the end of buffer).
For instance, here we extract numbers in different formats from the same buffer:
// binary array of 4 bytes, all have the maximal value 255
let buffer = new Uint8Array([255, 255, 255, 255]).buffer;
let dataView = new DataView(buffer);
// get 8-bit number at offset 0
alert( dataView.getUint8(0) ); // 255
// now get 16-bit number at offset 0, it consists of 2 bytes, together interpreted as 65535
alert( dataView.getUint16(0) ); // 65535 (biggest 16-bit unsigned int)
// get 32-bit number at offset 0
alert( dataView.getUint32(0) ); // 4294967295 (biggest 32-bit unsigned int)
dataView.setUint32(0, 0); // set 4-byte number to zero, thus setting all bytes to 0
DataView is great when we store mixed-format data in the same buffer. For example, when we store a sequence of pairs (16-bit integer, 32-bit float), DataView allows to access them easily.
Summary
ArrayBuffer is the core object, a reference to the fixed-length contiguous memory area.
To do almost any operation on ArrayBuffer, we need a view.
It can be a TypedArray:
Uint8Array, Uint16Array, Uint32Array – for unsigned integers of 8, 16, and 32 bits.
Uint8ClampedArray – for 8-bit integers, “clamps” them on assignment.
Int8Array, Int16Array, Int32Array – for signed integer numbers (can be negative).
Float32Array, Float64Array – for signed floating-point numbers of 32 and 64 bits.
Or a DataView – the view that uses methods to specify a format, e.g. getUint8(offset).
In most cases we create and operate directly on typed arrays, leaving ArrayBuffer under cover, as a “common denominator”. We can access it as .buffer and make another view if needed.
There are also two additional terms, that are used in descriptions of methods that operate on binary data:
ArrayBufferView is an umbrella term for all these kinds of views.
BufferSource is an umbrella term for ArrayBuffer or ArrayBufferView.
We’ll see these terms in the next chapters. BufferSource is one of the most common terms, as it means “any kind of binary data” – an ArrayBuffer or a view over it.
Here’s a cheatsheet:
Tasks
Concatenate typed arrays
Given an array of Uint8Array, write a function concat(arrays) that returns a concatenation of them into a single array.
Open a sandbox with tests.
Original Content at: https://javascript.info/arraybuffer-binary-arrays
© 2007–2024 Ilya Kantor, https://javascript.infowrite a function concat(arrays) that returns a concatenation of them into a single array.
Open a sandbox with tests.
Original Content at: https://javascript.info/arraybuffer-binary-arrays
© 2007–2024 Ilya Kantor, https://javascript.info
