Quick Start: BSON Data Types - Decimal128

#Why & Where to Use

Sometimes when doing mathematical calculations in a programmatic way, results are unexpected. For example in Node.js:

1
> 0.1
2
0.1
3
> 0.2
4
0.2
5
> 0.1 * 0.2
6
0.020000000000000004
7
> 0.1 + 0.1
8
0.010000000000000002

This issue is not unique to Node.js, in Java:

1
class Main {
2
 public static void main(String[] args) {
3
   System.out.println("0.1 * 0.2:");
4
   System.out.println(0.1 * 0.2);
5
 }
6
}

Produces an output of:

1
0.1 * 0.2:
2
0.020000000000000004

The same computations in Python, Ruby, Rust, and others produce the same results. What's going on here? Are these languages just bad at math? Not really, binary floating-point numbers just aren't great at representing base 10 values. For example, the 0.1 used in the above examples is represented in binary as 0.0001100110011001101.

For many situations, this isn't a huge issue. However, in monetary applications precision is very important. Who remembers the half-cent issue from Superman III? When precision and accuracy are important for computations, decimal128 should be the data type of choice.

#How to Use

In MongoDB, storing data in decimal128 format is relatively straight forward with the NumberDecimal() constructor:

1
NumberDecimal("9823.1297")

Passing in the decimal value as a string, the value gets stored in the database as:

1
NumberDecimal("9823.1297")

If values are passed in as double values:

1
NumberDecimal(1234.99999999999)

Loss of precision can occur in the database:

1
NumberDecimal("1234.50000000000")

Another consideration, beyond simply the usage in MongoDB, is the usage and support your programming has for decimal128. Many languages don't natively support this feature and will require a plugin or additional package to get the functionality. Some examples...

Python: The `decimal.Decimal <https://docs.python.org/3/library/decimal.html>`__ module can be used for floating-point arithmetic.

Java: The Java BigDecimal class provides support for decimal128 numbers.

Node.js: There are several packages that provide support, such as js-big-decimal or node.js bigdecimal available on npm.

#Wrap Up

The decimal128 field came about in August 2009 as part of the IEEE 754-2008 revision of floating points. MongoDB 3.4 is when support for decimal128 first appeared and to use the decimal data type with MongoDB, you'll want to make sure you use a driver version that supports this great feature. Decimal128 is great for huge (or very tiny) numbers and for when precision in those numbers is important.