This post, the second in the series, shows some language features that can be particularly useful when used in a test automation project. It is mostly written from the point of view of a person who would usually write their tests in Ruby and is familiar with the Ruby testing ecosystem.

Part 1: Introduction to the series

The Language

Elixir is a relatively new programming language that runs on the Erlang Virtual Machine bringing with it scalability and fault tolerance.

As the language website describes it:

Elixir is a dynamic, functional language designed for building scalable and maintainable applications.

This post isn’t going to be an introduction to the language per se but rather a list of some of the features that I have personally found useful in the context of testing. The features mentioned here will be later on used to write some of the test examples (as they would in almost any Elixir program).

The next chapter lists some of the excellent resources available for new Elixir developers.

Learning resources

One of the strong points of the Elixir ecosystem is the quality of the documentation. It is obvious when visiting the Elixir language website for the first time and when digging deeper into a specific area, for example, the testing framework ExUnit.

There are several good books about the language too. The one that is usually on top of the recommendation list for people new to Elixir is Programming in Elixir by Dave Thomas. The book goes through most language features and is a very good introduction to Elixir.

Another book that I found very useful was Elixir in Action by Sasa Juric. It goes in depth in describing how to build applications using the OTP (Open Telecom Platform) framework. It gives practical advice on creating scalable, concurrent and fault tolerant applications using Elixir. It’s a real eye opener and shows just how powerful BEAM, the Erlang VM is.

Elixir Koans is another good resource that gives you a set of failing tests you need to get passing giving essentially a practical tour of many language features and libraries.

More resources for learning Elixir are listed on Elixir website's learning section.


Elixir syntax is somewhat similar to Ruby and some of the modules look familiar to someone with a Ruby background. The languages can look deceptively similar and this post by Clark Kampfe explains the differences in much more detail than I could.

Back to the similarities. Comparing the Elixir String module to the String class in Ruby we can see the following:

String.reverse “text”   <—>   “text”.reverse
String.length “text”    <—>   “text”.length

While the method names are the same, the way to call them is different. In Ruby, being an object oriented language, calling a method is done by sending a message to the object, in this example an object of the String class.

In Elixir, functions are completely separate from data, and are organised in modules instead of classes. Data is passed in to the functions, which transform the data and return a result. Data is immutable although a variable can be rebound to a different value. Parenthesis are optional in Elixir as in Ruby, except when they are used with the pipeline operator. Similar to Ruby, many Elixir functions support the bang operator (!) version but the meaning is different. While in Ruby the bang operator changes the data in place (for example, a list), in Elixir a function ending with a ’!’ returns an exception instead of a tuple with the function call status. For example, opening a non-existing file in Elixir:

# Returns a tuple with status information
iex> file ="idontexist")
{:error, :enoent}

# Returns a file handle (process) or an error
iex> file =!("idontexist") 
** (File.Error) could not open "idontexist": no such file or directory
     (elixir) lib/file.ex:1054:!/2

Pattern matching for function calls

Functions in Elixir are defined by the name of the function and also by it’s arity, the number of parameters it expects. Examples of this are the functions String.reverse/1 and String.splice/3in the String module, which take 1 and 3 parameters respectively.

Elixir doesn’t select which function to invoke only by it’s arity but also by pattern matching the input parameters. The following functions have the same arity but pattern matching is used to determine which one is used:

defmodule Mathsy do
  def fib(0), do: 1
  def fib(1), do: 1
  def fib(n), do: fib(n - 1) + fib(n - 2)

The first function is invoked when the value passed in is 0 and the second one when it’s 1. The last function is used for any other values and calls fib function recursively. But what happens if the value passed is not a number? There is nothing checking that the type of the parameter is correct. We’ll get an error for passing in an invalid value:

(ArithmeticError) bad argument in arithmetic expression

This can be fixed by adding a guard clause to the function definition, which makes sure that the argument passed in is of the expected type.

defmodule Mathsy do
  def fib(0), do: 1
  def fib(1), do: 1
  def fib(n) when is_integer(n), do: fib(n - 1) + fib(n - 2)

Now passing in a character doesn’t crash the function anymore. We can still pass in a negative value, though. Let’s fix that with another guard:

defmodule Mathsy do
  def fib(0), do: 1
  def fib(1), do: 1
  def fib(n) when is_integer(n) and n > 0, do: fib(n - 1) + fib(n - 2)

After this change, our function doesn’t generate an ArithmeticError but it also doesn’t cover all possible input values. That is sometimes fine and we can just let it the VM handle it but if we want to know what gets passed in, we can add another function head for completeness:

defmodule Mathsy do
  def fib(0), do: 1
  def fib(1), do: 1
  def fib(n) when is_integer(n) and n > 0, do: fib(n - 1) + fib(n - 2)
  def fib(other), do: raise ArgumentError, message: "Invalid argument #{other}"

In a real application, logging the value is probably what you’d want but here we just raise an error. It’s important to have the functions defined in the correct order as fib(n) would also match fib(1) otherwise.

Function definitions can be written in two ways and the one above is typically used for short function bodies. When the function has more lines, it is usually in the longer format

def transform(value) do
  value_1 = transform_one(value)
  value_2 = transform_two(value_1)

or with the Elixir pipeline operator (more of which later)

def transform(value) do
  |> transform_one
  |> transform_two

The result of the last statement is returned to the caller and no specific return statement is required.

Pattern matching for assignments

Pattern matching is used not only in function definitions but also when assigning values to variables.

iex> [1, 2, c] = [1, 2, 3]
iex> [1, 2, c] = [2, 4, 6]
** (MatchError) no match of right hand side value: [2, 4, 6]

After first line above, the value of c is 3, and the pattern match effectively becomes

[1, 2, 3] = [2, 4, 6]

The second line fails because the list on the left can’t be made to match the one on the right. This can be very powerful when matching structured data, for example HTTP responses in tests.

Structured data

As mentioned above, pattern matching can be used also for more complex data structures. It is a map/hash/dictionary with type information included. A struct is the Elixir way of defining structure to a map. Whereas any keys can be set in a map, a struct only allows for the predefined keys to be set. Included keys and their default values can be defined and a struct can contain other structs. In an example relevant to testing, a popular HTTP client library for Elixir, returns a response in a struct (HTTPoison.Response) like the following:

    body: "<HTML>...\r\n",
    headers: [
      {"Cache-Control", "private"},
      {"Content-Type", "text/html; charset=UTF-8"},
      {"Location", ""},
      {"Content-Length", "261"},
      {"Date", "Wed, 04 May 2016 21:29:09 GMT"},
      {"Age", "0"},
      {"Connection", "keep-alive"}
    status_code: 302

The response starts with a typical Elixir idiom, i.e. returning the status of the operation as the first item in a tuple, similar to the following example:

{:ok, response}
{:error, reason}

HTTPoison supports the bang operator in which case it just returns the HTTPoison.Response struct without the status.

How this relates to pattern matching and also makes it very useful for testing is that pattern matching can be used to match any field in the response, either in a case statement or in a function head. The following shows an example of a case statement using pattern matching against the response struct:

case HTTPoison.get!("") do
  %HTTPoison.Response{status_code: 200} -> IO.puts "OK"
  %HTTPoison.Response{status_code: 302} -> IO.puts "Redirected"  
  _ -> IO.puts "Neither of the above"

while the next code block shows how pattern matching could be used in function heads:

def decode(%HTTPoison.Response{status_code: 200} = response) do
  <do something with the successful response>

def decode(%HTTPoison.Response{status_code: 400} = response) do
  <use the response in case of a 400>

In this example the local variable response would be set to the value of the HTTPoison.Response that was passed in if the status matches the one defined in the function head. Using pattern matching is an effective way for reducing branching and if statements in code.

Pipeline operator |>

In a functional language, the typical thinking is to have data coming in to the system, transforming it in one or more steps and then returning the data. This can quite easily lead to code that needs to be read inside out, i.e. the inner most operation is the one that gets executed first. The pipeline operator allows us to instead write the code in a more natural way:

uppercase_words =
  “text and spaces”
  |> String.upcase
  |> String.split(“ “)

When using the pipeline operator, the result of a step is passed to the next step as the first argument. For more complicated transformations, specific functions can be defined for each step as shown in the following example.

Note: Named functions can only be defined inside a module. Also, this is just an example of the technique; it doesn’t really make sense to redefine the same exact operation in a new function.

defmodule Example  
  # def is for public, defp for private functions
  def upcase(string) do

  def split_words(string) do
    String.split(" ")

uppercase_words =
  “text and spaces”
  |> Example.upcase
  |> Example.split_words

Language tools

Elixir has a built in build tool, mix. It can be used to setup a new project, to retrieve dependencies, to compile the project or for running tests. mix help gives the full list of options available.

Another extremely useful tool for anyone working with Elixir is iex, interactive Elixir, a REPL that can be used to run Elixir code in a standalone mode like irb or pry. Running iex in the context of your project and it’s dependencies can be done with iex -S mix. When run like this, any code that you’ve written and included in the project is available in the iex session and can be called directly.

iex also has very good documentation of the language accessible with the h function:

iex> h String
iex> h String.reverse

It also has autocompletion for function names. Just typing the name of the module and hitting tab gives you a list of functions defined in the module.


This was a brief overview of language features what comes to features that one would first encounter when considering using Elixir in a test automation project. In the next post, we’ll get to actually implement some tests.