Stubr
In functional languages you should write pure functions. However, sometimes we need functions to call external API’s. But these affect the state of the system. So these functions are impure. In non-functional languages you create mocks to test expectations. For example, you might create a mock of a repository. And the test checks it calls the update function. You are testing a side effect. This is something you should avoid in functional languages.
Instead of mocks we should use stubs. Mocking frameworks tend to treat them as interchangeable. This makes it hard to tell them apart. So it is good to have a simple definition. Quoting Martin Fowler:
- Stubs provide canned answers to calls made during the test, usually not responding at all to anything outside what’s programmed in for the test. Stubs may also record information about calls, such as an email gateway stub that remembers the messages it ‘sent’, or maybe only how many messages it ‘sent’.
- Mocks are objects pre-programmed with expectations which form a specification of the calls they are expected to receive.
So what does Stubr provide:
- Stubr is not a mock framework
- Stubr is not a macro
- Stubr provides canned answers to calls made during a test
- Stubr makes it easy to create stubs
- Stubr makes sure the module you stub HAS the function you want to stub
- Stubr stubs as many functions and patterns as you want
- Stubr works without an explicit module. You set it up how you want
- Stubr lets you do asynchronous tests
- Stubr won’t redefine your modules!
- Stubr has ZERO dependencies
Example - Adapter for JSON PlaceHolder API
This is a simple JSONPlaceHolderAdapter built using TDD:
defmodule Post do
defstruct [:title, :body, :userId, :id]
end
defmodule JSONPlaceHolderAdapter do
@posts_url "http://jsonplaceholder.typicode.com/posts"
def get_post(id, http_client \\ HTTPoison) do
"#{@posts_url}/#{id}"
|> http_client.get
|> handle_response
end
defp handle_response({:ok, %HTTPoison.Response{body: body, status_code: 200}}) do
post = body
|> Poison.decode!(as: %Post{})
{:ok, post}
end
defp handle_response({:ok, _}) do
{:error, "Bad request"}
end
defp handle_response({:error, _}) do
{:error, "Something went wrong"}
end
end
The injected http_client argument of JSONPlaceHolderAdapter.get/1_post defaults to HTTPoison. This is so we can create a stub using Stubr.
Stubr is good for using test data to define stubs. Pattern match on test data to create the function representations. Use Stubr to create the stub:
@post_url "http://jsonplaceholder.typicode.com/posts"
@good_test_data [
%{
id: 1,
post_url: "#{@post_url}/1",
expected: %Post{title: "A title", body: "Some body", userId: 2, id: 1},
canned_body: "{\"userId\": 2,\"id\": 1,\"title\": \"A title\",\"body\": \"Some body\"}"
},
%{
id: 2,
post_url: "#{@post_url}/2",
expected: %Post{title: "Another title", body: "Some other body", userId: 3, id: 2},
canned_body: "{\"userId\": 3,\"id\": 2,\"title\": \"Another title\",\"body\": \"Some other body\"}"
}
]
test "If the call to get a post is successful, then a return post struct with id, userId, body and title" do
# Dynamically build up the functions to stub. Alternatively, store them with the test data
functions = @good_test_data
|> Enum.map(
fn %{post_url: post_url, canned_body: canned_body}
# pin operator ^ is used to guarantee the correct response is returned
-> {:get, fn(^post_url) -> {:ok, %HTTPoison.Response{body: canned_body, status_code: 200}} end}
end
)
http_client_stub = Stubr.stub(HTTPoison, functions)
for %{id: id, expected: expected} <- @good_test_data do
assert JSONPlaceHolderAdapter.get_post(id, http_client_stub) == {:ok, expected}
end
end
The unsuccessful tests work in much the same way:
@bad_test_data [
%{id: 1, post_url: "#{@post_url}/1", status_code: 400},
%{id: 2, post_url: "#{@post_url}/2", status_code: 500},
%{id: 3, post_url: "#{@post_url}/3", status_code: 503}
]
test "If the response returns an invalid status code, then return error and a message" do
functions = @bad_test_data
|> Enum.map(
fn %{status_code: status_code, post_url: post_url}
-> {:get, fn(^post_url) -> {:ok, %HTTPoison.Response{status_code: status_code}} end}
end
)
http_client_stub = Stubr.stub(HTTPoison, functions)
for %{id: id} <- @bad_test_data do
assert JSONPlaceHolderAdapter.get_post(id, http_client_stub) == {:error, "Bad request"}
end
end
test "If attempt to get data was unsuccessful, then return error and a message" do
bad_response = {:get, fn(_) -> {:error, %HTTPoison.Error{}} end}
http_client_stub = Stubr.stub(HTTPoison, [bad_response])
assert JSONPlaceHolderAdapter.get_post(2, http_client_stub) == {:error, "Something went wrong"}
end
Example - Creating Complex Stubs
Stubr can create complex stubs:
stubbed = Stubr.stub([
{:gravitational_acceleration, fn(:earth) -> 9.8 end},
{:gravitational_acceleration, fn(:mars) -> 3.7 end},
{:gravitational_acceleration, fn(:earth, :amsterdam) -> 9.813 end},
{:gravitational_acceleration, fn(:earth, :havana) -> 9.788 end},
{:gravitational_attraction, fn(m1, m2, r) -> Float.round(6.674e-11 *(m1 * m2) / (r * r), 3) end}
])
assert stubbed.gravitational_acceleration(:earth) == 9.8
assert stubbed.gravitational_acceleration(:mars) == 3.7
assert stubbed.gravitational_acceleration(:earth, :amsterdam) == 9.813
assert stubbed.gravitational_acceleration(:earth, :havana) == 9.788
assert stubbed.gravitational_attraction(5.97e24, 1.99e30, 1.5e11) == 3.523960986666667e22
Links
To see how stubs can be used in TDD, see https://www.infoq.com/presentations/mock-fsharp-tdd
