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How to use mocks in controller tests
- byTomasz Kalkosiński
- August 20, 2012
Even since I started to write tests for my Grails application I couldn't find many articles on using mocks. Everyone is talking about tests and TDD but if you search for it there isn't many articles.
Today I want to share with you a test with mocks for a simple and complete scenario. I have a simple application that can fetch Twitter tweets and present it to user. I use REST service and I use GET to fetch tweets by id like this: http://api.twitter.com/1/statuses/show/236024636775735296.json. You can copy and paste it into your browser to see a result.
My application uses Grails 2.1 with spock-0.6 for tests. I have TwitterReaderService that fetches tweets by id, then I parse a response into my Tweet class.
class TwitterReaderService {
Tweet readTweet(String id) throws TwitterError {
try {
String jsonBody = callTwitter(id)
Tweet parsedTweet = parseBody(jsonBody)
return parsedTweet
} catch (Throwable t) {
throw new TwitterError(t)
}
}
private String callTwitter(String id) {
// TODO: implementation
}
private Tweet parseBody(String jsonBody) {
// TODO: implementation
}
}
class Tweet {
String id
String userId
String username
String text
Date createdAt
}
class TwitterError extends RuntimeException {}
TwitterController plays main part here. Users call show action along with id of a tweet. This action is my subject under test. I've implemented some basic functionality. It's easier to focus on it while writing tests.
class TwitterController {
def twitterReaderService
def index() {
}
def show() {
Tweet tweet = twitterReaderService.readTweet(params.id)
if (tweet == null) {
flash.message = 'Tweet not found'
redirect(action: 'index')
return
}
[tweet: tweet]
}
}
Let's start writing a test from scratch. Most important thing here is that I use mock for my TwitterReaderService. I do not construct new TwitterReaderService(), because in this test I test only TwitterController. I am not interested in injected service. I know how this service is supposed to work and I am not interested in internals. So before every test I inject a twitterReaderServiceMock into controller:
import grails.test.mixin.TestFor
import spock.lang.Specification
@TestFor(TwitterController)
class TwitterControllerSpec extends Specification {
TwitterReaderService twitterReaderServiceMock = Mock(TwitterReaderService)
def setup() {
controller.twitterReaderService = twitterReaderServiceMock
}
}
Now it's time to think what scenarios I need to test. This line from TwitterReaderService is the most important:
Tweet readTweet(String id) throws TwitterError
You must think of this method like a black box right now. You know nothing of internals from controller's point of view. You're only interested what can be returned for you:
- a
TwitterErrorcan be thrown nullcan be returnedTweetinstance can be returned
This list is your test blueprint. Now answer a simple question for each element: "What do I want my controller to do in this situation?" and you have plan test:
showaction should redirect to index ifTwitterErroris thrown and inform about errorshowaction should redirect to index and inform if tweet is not foundshowaction should show found tweet
That was easy and straightforward! And now is the best part: we use twitterReaderServiceMock to mock each of these three scenarios!
In Spock there is a good documentation about interaction with mocks. You declare what methods are called, how many times, what parameters are given and what should be returned. Remember a black box? Mock is your black box with detailed instruction, e.g.: I expect you that if receive exactly one call to readTweet with parameter '1' then you should throw me a TwitterError. Rephrase this sentence out loud and look at this:
1 * twitterReaderServiceMock.readTweet('1') >> { throw new TwitterError() }
This is a valid interaction definition on mock! It's that easy! Here is a complete test that fails for now:
import grails.test.mixin.TestFor
import spock.lang.Specification
@TestFor(TwitterController)
class TwitterControllerSpec extends Specification {
TwitterReaderService twitterReaderServiceMock = Mock(TwitterReaderService)
def setup() {
controller.twitterReaderService = twitterReaderServiceMock
}
def "show should redirect to index if TwitterError is thrown"() {
given:
controller.params.id = '1'
when:
controller.show()
then:
1 * twitterReaderServiceMock.readTweet('1') >> { throw new TwitterError() }
0 * _._
flash.message == 'There was an error on fetching your tweet'
response.redirectUrl == '/twitter/index'
}
}
| Failure: show should redirect to index if TwitterError is thrown(pl.refaktor.twitter.TwitterControllerSpec)
| pl.refaktor.twitter.TwitterError
at pl.refaktor.twitter.TwitterControllerSpec.show should redirect to index if TwitterError is thrown_closure1(TwitterControllerSpec.groovy:29)
You may notice 0 * _._ notation. It says: I don't want any other mocks or any other methods called. Fail this test if something is called! It's a good practice to ensure that there are no more interactions than you want.
Ok, now I need to implement controller logic to handle TwitterError.
class TwitterController {
def twitterReaderService
def index() {
}
def show() {
Tweet tweet
try {
tweet = twitterReaderService.readTweet(params.id)
} catch (TwitterError e) {
log.error(e)
flash.message = 'There was an error on fetching your tweet'
redirect(action: 'index')
return
}
[tweet: tweet]
}
}
My tests passes! We have two scenarios left. Rule stays the same: TwitterReaderService returns something and we test against it. So this line is the heart of each test, change only returned values after >>:
1 * twitterReaderServiceMock.readTweet('1') >> { throw new TwitterError() }
Here is a complete test for three scenarios and controller that passes it.
import grails.test.mixin.TestFor
import spock.lang.Specification
@TestFor(TwitterController)
class TwitterControllerSpec extends Specification {
TwitterReaderService twitterReaderServiceMock = Mock(TwitterReaderService)
def setup() {
controller.twitterReaderService = twitterReaderServiceMock
}
def "show should redirect to index if TwitterError is thrown"() {
given:
controller.params.id = '1'
when:
controller.show()
then:
1 * twitterReaderServiceMock.readTweet('1') >> { throw new TwitterError() }
0 * _._
flash.message == 'There was an error on fetching your tweet'
response.redirectUrl == '/twitter/index'
}
def "show should inform about not found tweet"() {
given:
controller.params.id = '1'
when:
controller.show()
then:
1 * twitterReaderServiceMock.readTweet('1') >> null
0 * _._
flash.message == 'Tweet not found'
response.redirectUrl == '/twitter/index'
}
def "show should show found tweet"() {
given:
controller.params.id = '1'
when:
controller.show()
then:
1 * twitterReaderServiceMock.readTweet('1') >> new Tweet()
0 * _._
flash.message == null
response.status == 200
}
}
class TwitterController {
def twitterReaderService
def index() {
}
def show() {
Tweet tweet
try {
tweet = twitterReaderService.readTweet(params.id)
} catch (TwitterError e) {
log.error(e)
flash.message = 'There was an error on fetching your tweet'
redirect(action: 'index')
return
}
if (tweet == null) {
flash.message = 'Tweet not found'
redirect(action: 'index')
return
}
[tweet: tweet]
}
}
The most important thing here is that we've tested controller-service interaction without logic implementation in service! That's why mock technique is so useful. It decouples your dependencies and let you focus on exactly one subject under test. Happy testing!
Turing completeness II
- bypawelz
- December 19, 2010
Need to make a quick json fixes – JSONPath for rescue
- byArek Burdach
- March 22, 2015
First of all you can try it without pain online: http://jsonpath.curiousconcept.com/. Full syntax is described at http://goessner.net/articles/JsonPath/
But also you can download python binding and run it from command line:
$ sudo apt-get install python-jsonpath-rw
$ sudo apt-get install python-setuptools
$ sudo easy_install -U jsonpathAfter that you can use inside python or with simple cli wrapper:
#!/usr/bin/python
import sys, json, jsonpath
path = sys.argv[1]
result = jsonpath.jsonpath(json.load(sys.stdin), path)
print json.dumps(result, indent=2)
… you can use it in your shell e.g. for json:
{
"store": {
"book": [
{
"category": "reference",
"author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
},
{
"category": "fiction",
"author": "Evelyn Waugh",
"title": "Sword of Honour",
"price": 12.99
},
{
"category": "fiction",
"author": "Herman Melville",
"title": "Moby Dick",
"isbn": "0-553-21311-3",
"price": 8.99
},
{
"category": "fiction",
"author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
}
],
"bicycle": {
"color": "red",
"price": 19.95
}
}
}
You can print only book nodes with price lower than 10 by:
$ jsonpath '$..book[?(@.price Result:
[
{
"category": "reference",
"price": 8.95,
"title": "Sayings of the Century",
"author": "Nigel Rees"
},
{
"category": "fiction",
"price": 8.99,
"title": "Moby Dick",
"isbn": "0-553-21311-3",
"author": "Herman Melville"
}
]
Have a nice JSON hacking!From time to time I have a need to do some fixes in my json data. In a world of flat files I do this with grep/sed/awk tool chain. How to handle it for JSON? Searching for a solution I came across the JSONPath. It quite mature tool (from 2007) but I haven't hear about it so I decided to share my experience with others.