CODEWITHSUNDEEP
javascriptfloating-pointieee-754
Sergei G
Sergei G

Reputation: 1700

Converting IEEE 754 from bit stream into float in JavaScript

I have serialized 32-bit floating number using GO language function (math.Float32bits) which returns the floating point number corresponding to the IEEE 754 binary representation. This number is then serialized as 32-bit integer and is read into java script as byte array.

For example, here is actual number:

float: 2.8088086
as byte array:  40 33 c3 85
as hex: 0x4033c385

There is a demo converter that displays the same numbers.

I need to get that same floating number back from byte array in JavaScript and I have no idea how to do that.

Upvotes: 6

Views: 8499

Answers (3)

phip1611
phip1611

Reputation: 6140

My answer is like @Jeremys answer, except for small changes. Please use now const/let and Float32Array/Float64Array instead of DataView. I solved it like this:

// 0x40a00000 is "5" in float/IEEE-754 32bit.
// You can check this here: https://www.h-schmidt.net/FloatConverter/IEEE754.html
// MSB (Most significant byte) is at highest index
const bytes = [0x00, 0x00, 0xa0, 0x40];
// The buffer is like a raw view into memory.
const buffer = new ArrayBuffer(bytes.length);
// The Uint8Array uses the buffer as its memory.
// This way we can store data byte by byte
const byteArray = new Uint8Array(buffer);
for (let i = 0; i < bytes.length; i++) {
  byteArray[i] = bytes[i];
}

// float array uses the same buffer as memory location
const floatArray = new Float32Array(buffer);

// floatValue is a "number", because a number in javascript is a
// double (IEEE-754 @ 64bit) => it can hold f32 values
const floatValue = floatArray[0];

// prints out "5"
console.log(`${JSON.stringify(bytes)} as f32 is ${floatValue}`);

// double / f64
// const doubleArray = new Float64Array(buffer);
// const doubleValue = doubleArray[0];

Upvotes: 0

Iłya Bursov
Iłya Bursov

Reputation: 24146

a little bit different solution, if you cannot use DataView:

var bytes = [ 0x40, 0x33, 0xc3, 0x85 ];
var bits = (bytes[0] << 24) | (bytes[1] << 16) | (bytes[2] << 8) | (bytes[3]);
var sign = ((bits >>> 31) == 0) ? 1.0 : -1.0;
var e = ((bits >>> 23) & 0xff);
var m = (e == 0) ? (bits & 0x7fffff) << 1 : (bits & 0x7fffff) | 0x800000;
var f = sign * m * Math.pow(2, e - 150);

document.write(f);

Upvotes: 7

Jeremy Banks - Vive le Canada
Jeremy Banks - Vive le Canada

Reputation: 129765

Given the data you've described:

var buffer = new ArrayBuffer(4);
var bytes = new Uint8Array(buffer);
bytes[0] = 0x40;
bytes[1] = 0x33;
bytes[2] = 0xc3;
bytes[3] = 0x85;

We can retrieve the value as a floating-point number using a DataView:

var view = new DataView(buffer);
// If you only had a Uint8Array, you would use bytes.buffer instead of buffer.

console.log(view.getFloat32(0, false));

2.8088085651397705


var buffer = new ArrayBuffer(4);
var bytes = new Uint8Array(buffer);
bytes[0] = 0x40;
bytes[1] = 0x33;
bytes[2] = 0xc3;
bytes[3] = 0x85;    

var view = new DataView(buffer);

console.log(view.getFloat32(0, false));

Upvotes: 17

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