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Learning Elixir: Understanding Numbers

Published at

12/14/2024

Introduction

Numbers are fundamental to any programming language, and Elixir provides robust support for various numeric types and operations. In this article, we'll explore everything from basic integer operations to complex mathematical computations and binary number manipulations.

Basic Number Types

Integers

Elixir integers have no limit on their size, automatically expanding to accommodate any number:

iex> integer = 42
42
iex> big_number = 123456789123456789
123456789123456789
iex> negative = -42
-42

# Testing integer size
iex> really_big = 12345678901234567890123456789
12345678901234567890123456789
iex> is_integer(really_big)
true

Floating-Point Numbers

Floating-point numbers in Elixir are double-precision 64-bit IEEE 754. Like in most programming languages, they can suffer from precision issues due to their binary representation:

iex> 0.1 + 0.2 == 0.3
false
iex> 0.1 + 0.2
0.30000000000000004
iex> float = 3.14
3.14
iex> scientific = 1.0e-10
1.0e-10
iex> another_float = 1.0e10
10000000000.0

Number Literals and Bases

Elixir supports various number representations:

# Decimal (base 10)
iex> decimal = 42
42

# Binary (base 2)
iex> binary = 0b101010    # = 42
42
iex> binary = 0b1111_1111 # Using underscore for readability
255

# Octal (base 8)
iex> octal = 0o52         # = 42
42

# Hexadecimal (base 16)
iex> hex = 0xFF          # = 255
255
iex> hex = 0xFF_FF      # = 65535
65535

# Using underscore for readability in large numbers
iex> million = 1_000_000
1000000
iex> billion = 1_000_000_000
1000000000

Basic Operations

Arithmetic Operations

iex> 5 + 5         # Addition
10
iex> 10 - 5        # Subtraction
5
iex> 4 * 3         # Multiplication
12
iex> 10 / 2        # Division (always returns float)
5.0

# Integer Division and Remainder
iex> div(10, 3)    # Integer division
3
iex> rem(10, 3)    # Remainder
1

# Demonstration of automatic type conversion
iex> 5 + 5.0       # Integer + Float = Float
10.0
iex> 10 / 2        # Division always returns float
5.0
iex> div(10, 2)    # div always returns integer
5

Number Comparison

iex> 1 < 2         # Less than
true
iex> 2 > 1         # Greater than
true
iex> 2 >= 2        # Greater than or equal
true
iex> 2 <= 2        # Less than or equal
true
iex> 2 == 2        # Equality
true
iex> 2 != 3        # Inequality
true

# Type-specific comparison
iex> 2 == 2.0      # Value equality
true
iex> 2 === 2.0     # Strict equality
false

Mathematical Functions

Basic Math Module Functions

iex> abs(-42)             # Absolute value
42
iex> round(3.58)         # Round to nearest integer
4
iex> trunc(3.58)         # Truncate decimal part
3
iex> floor(3.58)         # Floor value
3
iex> ceil(3.58)          # Ceiling value
4

# Power operations
iex> :math.pow(2, 3)     # 2 to the power of 3
8.0
iex> :math.sqrt(16)      # Square root
4.0

Trigonometric Functions

iex> :math.pi()          # π constant
3.141592653589793
iex> :math.sin(2)        # Sine
0.9092974268256817
iex> :math.cos(2)        # Cosine
-0.4161468365471424
iex> :math.tan(2)        # Tangent
-2.185039863261519

# Using degrees instead of radians
iex> rad = fn degrees -> degrees * :math.pi() / 180 end
iex> :math.sin(rad.(90)) # Sine of 90 degrees
1.0

Working with Binary Numbers

Binary numbers are particularly important in the Elixir/Erlang ecosystem. Here are some practical use cases:

# Binary to Integer conversion
iex> binary = "110"
iex> String.to_integer(binary, 2)
6

# Integer to Binary string
iex> Integer.to_string(6, 2)
"110"

# Import Bitwise module for binary operations
iex> import Bitwise

# Binary operations
iex> Bitwise.band(0b1010, 0b1100)    # Bitwise AND
8
iex> Bitwise.bor(0b1010, 0b1100)     # Bitwise OR
14
iex> Bitwise.bxor(0b1010, 0b1100)    # Bitwise XOR
6
iex> Bitwise.bnot(0b1010)            # Bitwise NOT
-11

# Bit shifting
iex> Bitwise.bsl(0b1010, 1)          # Shift left
20
iex> Bitwise.bsr(0b1010, 1)          # Shift right
5

# If you really need operators (not recommended for new code)
iex> 0b1010 &&& 0b1100    # AND
8
iex> 0b1010 ||| 0b1100    # OR
14

# Pattern matching with binary
iex> <<1, 2, 3>> = <<1, 2, 3>>
<<1, 2, 3>>
iex> <<a, b, c>> = <<1, 2, 3>>
<<1, 2, 3>>
iex> a
1

Money and Decimal Operations

When working with financial calculations, always use the Decimal library:

# Add Decimal to your project dependencies:
# {:decimal, "~> 2.3.0"}
# Or use Mix.install to install for the current IEx session
iex> Mix.install([{:decimal, "~> 2.3.0"}, {:number, "~> 1.0.5"}])

# After installation, you can use all Decimal functions!
# No Mix project needed

# Basic Decimal operations
iex> Decimal.new("0.1")
#Decimal<0.1>
iex> Decimal.add(Decimal.new("0.1"), Decimal.new("0.2"))
#Decimal<0.3>

# Avoiding floating-point errors
iex> 0.1 + 0.2
0.30000000000000004  # Float precision issue
iex> Decimal.add(Decimal.new("0.1"), Decimal.new("0.2"))
#Decimal<0.3>        # Exact decimal arithmetic

# Currency calculations
iex> price = Decimal.new("29.99")
iex> tax_rate = Decimal.new("0.08")
iex> tax = Decimal.mult(price, tax_rate)
#Decimal<2.3992>
iex> total = Decimal.add(price, tax)
#Decimal<32.3892>

# Rounding decimals
iex> Decimal.round(total, 2)
#Decimal<32.39>

Number Formatting

Elixir provides several ways to format numbers:

# Integer to String
iex> Integer.to_string(1234)
"1234"

# Float to String
iex> Float.to_string(3.14159)
"3.14159"
iex> :io_lib.format("~.2f", [3.14159])
'3.14'

# Custom formatting
# For more advanced formatting, you can use the 'number' library:
iex> Number.Currency.number_to_currency(1234.56)
"$1,234.56"
iex> Number.Human.number_to_human(1234)
"1.23 Thousand"
iex> Number.Percentage.number_to_percentage(0.34)
"34.00%"

# Using String.pad_leading for alignment
iex> number = 42
iex> String.pad_leading(Integer.to_string(number), 5, "0")
"00042"

Common Patterns and Best Practices

Handling Division by Zero

defmodule SafeMath do
  def divide(a, b) do
    try do
      a / b
    rescue
      ArithmeticError -> {:error, :division_by_zero}
    end
  end
end

# Usage
iex> SafeMath.divide(10, 2)
5.0
iex> SafeMath.divide(10, 0)
{:error, :division_by_zero}

Working with Large Numbers

# Factorial calculation with large numbers
defmodule Math do
  def factorial(0), do: 1
  def factorial(n) when n > 0 do
    Enum.reduce(1..n, &*/2)
  end
end

iex> Math.factorial(100)  # Works with large numbers!
93326215443944152681699238856266700490715968264381621468592963895217599993229915608941463976156518286253697920827223758251185210916864000000000000000000000000

Performance Considerations

Integer vs Float Operations

# Integer operations are generally faster
# :timer.tc measures execution time in microseconds
iex> :timer.tc(fn -> Enum.sum(1..1_000_000) end)
{3, 500000500000}

# Float operations are slower
iex> :timer.tc(fn -> Enum.sum(1..1_000_000 |> Enum.map(&(&1/1))) end)
{244433, 500000500000.0}

Memory Usage

# Integers use less memory than floats
# Comparing memory size of different number types
iex> :erts_debug.flat_size(123456)
0
iex> :erts_debug.flat_size(123.456)
2

Conclusion

In this article, we explored the comprehensive number system in Elixir, covering everything from basic integers and floats to complex decimal operations. We learned that Elixir provides:

Arbitrary-precision integers that can handle numbers of any size
IEEE 754 double-precision floating-point numbers
Support for different number bases and readable number literals
Rich mathematical functions through the built-in :math module
Precise decimal arithmetic via the Decimal library
Efficient number formatting options
Robust handling of edge cases like division by zero

Understanding these numeric foundations is essential for building reliable Elixir applications, especially when dealing with financial calculations or performance-critical operations.

Next Steps

In the upcoming articles, we'll explore:

Deep Dive into Strings

elixir Article's

30 articles in total