Numbers

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Numbers is a tiny Elixir package that facilitates the creation of libraries that want to be able to use any kind of Numberlike type.

Some known custom numeric types that implement Numbers' protocols:

  • Ratio -- rational numbers.
  • Decimal -- arbitrary precision decimal numbers.
  • Tensor -- Vectors, Matrices and higher-order tensors.
  • ComplexNum -- Complex numbers.

Just add one (or multiple) of these libraries to your project, together with Numbers, and you're good to go!

How does it work?

Starting at version 5, Numbers contains a set of protocols that can be independently implemented for your data structures.

Each protocol maps to a single arithmetical operation that your data structure might support.

Because protocols are used, Numbers can dispatch quite fast! Also, Numbers does not restrict your modules to any special naming schemes (as was the case with older versions of Numbers that used a Behaviour).

The following operations are supported:

  • add for addition, by implementing Numbers.Protocols.Addition.
  • sub for subtraction, by implementing Numbers.Protocols.Subtraction.
  • mult for multiplication, by implementing Numbers.Protocols.Multiplication.
  • div for division, by implementing Numbers.Protocols.Division.
  • minus for unary minus (negation), by implementing Numbers.Protocols.Minus.
  • abs to calculate the absolute value of a number, by implementing Numbers.Protocols.Absolute.
  • pow for calculating integer powers, by implementing Numbers.Protocols.Exponentiation. A special helper in Numbers.Helpers.pow_by_sq can be used inside this implementation to automatically make use of the 'Exponentiation by Squaring' algorithm.
  • to_float for (possibly lossy) conversion to the built-in Float datatype, by implementing Numbers.Protocols.ToFloat.

Coercion

Numbers does not automatically transform numbers from one type to another if one of the functions is called with two different types.

Frequently you do want to use other data types together with your custom data type. For this, a custom coercion can be specified, using Coerce.defcoercion as exposed by the Coerce library that Numbers depends on.

The only coercion that ships with Numbers itself, is a coercion of Integers to Floats, meaning that they work the same way as when using the standard library math functions with these types.

Overloaded Operators

You can opt-in to overloaded +, -, *, / operators by calling use Numbers, overload_operators: true. This allows you to use these inline operators for all other Numberlike types.

The library uses a conditional compilation technique to make sure that you will still be able to use the operators inside guards for built-in integers and floats.

As example consider:

defmodule An.Example do
  use Numbers, overload_operators: true

  def foo(a, b) when a + b < 10 do  # Uses the normal guard-safe '+' operator (e.g. Kernel.+/2)
    42
  end
  def foo(c, d) do 
    c + d # Uses the overloaded '+' operator.
  end
end

Examples:

Using built-in numbers:

iex> alias Numbers, as: N

iex> N.add(1, 2)
3

iex> N.mult(3,5)
15

iex> N.mult(1.5, 100)
150.0

Using Decimals: (requires the Decimal library.)

iex> alias Numbers, as: N

iex> d = Decimal.new(2)
iex> N.div(d, 10)
#Decimal<0.2>
iex> small_number = N.div(d, 1234)
#Decimal<0.001620745542949756888168557536>
iex> N.pow(small_number, 100)

Installation

The package can be installed as:

  1. Add numbers to your list of dependencies in mix.exs:
def deps do
  [{:numbers, "~> 5.2"}]
end

Changelog

  • 5.2.4 Updates :decimal dependency to now allow both version 1.x as well as version 2.x.
  • 5.2.3 Updates :decimal dependency to 1.9 or newer, and replaces deprecated Decimal.minus/1 call with Decimal.negate/1
  • 5.2.2 Updated mix.exs to use extra_applications rather than manually overridding applications. This drops support for now very old versions of Elixir (< v1.4) but ensures proper support with Elixir v1.11 and beyond.
  • 5.2.1 Better error message when wrongly using an operator at the left side of a match (e.g. a - 1 = 10).
  • 5.2.0 Ensures that overloaded operators do not prevent built-in operators to be used in guards.
  • 5.1.1 Makes Decimal dependency version less specific to play nicer with other libraries :-).
  • 5.1.0 Possibility to import overloaded operator variants. Also, greatly improved documentation.
  • 5.0.0 MAJOR OVERHAUL: New implementation based on a set of Protocols. Should be a lot faster and easier on implementers. Also uses a new method to perform coercions based on the Coerce library. Announcement post
  • 4.0.0 Breaking change: Move Numeric to Numbers.Numeric, to follow proper code organization conventions.
  • 3.0.1 Improved README
  • 3.0.0 Remove public Numbers.coerce/2 function, as it had confused naming and very limited use. Added optional Numeric.coerce/2 callback (which works very different from the old Numbers.coerce/2 function) which is now used underwater when coercion should happen.
  • 2.0.3 Improving documentation.
  • 2.0.2 Adding many tests.
  • 2.0.1 Fixing error message that is shown when conversion to float is not possible to use the Inspect protocol.
  • 2.0.0 Breaking change, mul -> mult.
  • 1.0.0 First Stable Version.

Elixir Number

Numbers -- A generic wrapper to use *any* custom Numeric type in Elixir!

Elixir Number Info

⭐ Stars 32
🔗 Homepage hex.pm
🔗 Source Code github.com
🕒 Last Update 4 months ago
🕒 Created 5 years ago
🐞 Open Issues 3
➗ Star-Issue Ratio 11
😎 Author Qqwy