Testing Scala Projects

This page will discuss common topics around working with test suites using the Mill build tool

Defining Unit Test Suites

package build
import mill._, scalalib._

object foo extends ScalaModule {
  def scalaVersion = "2.13.8"
  object test extends ScalaTests {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
    def testFramework = "utest.runner.Framework"
  }
}

This build defines a single module with a test suite, configured to use "uTest" as the testing framework. Test suites are themselves ScalaModules, nested within the enclosing module, and have all the normal tasks like foo.test.compile available to run, but with an additional .test task that runs the tests. You can also run the test suite directly, in which case it will run the .test task as the default task for that module.

> mill foo.compile
compiling 1 ... source...

> mill foo.test.compile
compiling 1 ... source...

> mill foo.test.test
...foo.FooTests...hello ...
...foo.FooTests...world ...

> mill foo.test # same as above, `.test` is the default task for the `test` module
...foo.FooTests...hello ...
...foo.FooTests...world ...

> mill foo.test.testOnly foo.FooTests # explicitly select the test class you wish to run
...foo.FooTests...hello ...
...foo.FooTests...world ...

For convenience, you can also use one of the predefined test frameworks:

TestModule.Junit4
TestModule.Junit5
TestModule.TestNg
TestModule.Munit
TestModule.ScalaTest
TestModule.Specs2
TestModule.Utest
TestModule.ZioTest

object bar extends ScalaModule {
  def scalaVersion = "2.13.8"

  object test extends ScalaTests with TestModule.Utest {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
  }
}

> mill bar.test
...bar.BarTests...hello ...
...bar.BarTests...world ...

You can also select multiple test suites in one command using Mill’s Task Query Syntax

> mill __.test
...bar.BarTests...hello ...
...bar.BarTests...world ...
...foo.FooTests...hello ...
...foo.FooTests...world ...
...

Mill provides three ways of running tests

> mill foo.test

foo.test: runs tests in a subprocess in an empty sandbox/ folder. This is short for foo.test.test, as test is the default task for TestModules.

> mill foo.test.testCached

foo.test.testCached: runs the tests in an empty sandbox/ folder and caches the results if successful. This can be handy if you are you working on some upstream modules and only want to run downstream tests which are affected: using testCached, downstream tests which are not affected will be cached after the first run and not re-run unless you change some file upstream of them.

> mill foo.test.testLocal

foo.test.testLocal: runs tests in an isolated classloader as part of the main Mill process. This can be faster than .test, but is less flexible (e.g. you cannot pass forkEnv) and more prone to interference (testLocal runs do not run in sandbox folders)

It is common to run tests with -w/--watch enabled, so that once you save a file to disk the selected tests get re-run.

Mill runs tests with the working directory set to an empty sandbox/ folder by default. Tests can access files from their resource directory via the environment variable MILL_TEST_RESOURCE_DIR which provides the path to the resource folder, and additional paths can be provided to test via forkEnv. See Classpath and Filesystem Resources for more details.

If you want to pass any arguments to the test framework, you can pass them after foo.test in the command line. e.g. uTest lets you pass in a selector to decide which test to run, which in Mill would be:

> mill bar.test bar.BarTests.hello
...bar.BarTests...hello ...

This command only runs the hello test case in the bar.BarTests test suite class.

Test Dependencies

Mill has no test-scoped dependencies!

You might be used to test-scoped dependencies from other build tools like Maven, Gradle or sbt. As test modules in Mill are just regular modules, there is no special need for a dedicated test-scope. You can use ivyDeps and runIvyDeps to declare dependencies in test modules, and test modules can use their moduleDeps to also depend on each other

build.mill (download, browse)

package build
import mill._, scalalib._

object qux extends ScalaModule {
  def scalaVersion = "2.13.8"
  def moduleDeps = Seq(baz)

  object test extends ScalaTests {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
    def testFramework = "utest.runner.Framework"
    def moduleDeps = super.moduleDeps ++ Seq(baz.test)
  }
}

object baz extends ScalaModule {
  def scalaVersion = "2.13.8"

  object test extends ScalaTests {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
    def testFramework = "utest.runner.Framework"
  }
}

In this example, not only does qux depend on baz, but we also make qux.test depend on baz.test.

That lets qux.test make use of the BazTestUtils class that baz.test defines, allowing us to re-use this test helper throughout multiple modules' test suites

> ./mill qux.test
Using BazTestUtils.bazAssertEquals
... qux.QuxTests...simple ...
...

> ./mill baz.test
Using BazTestUtils.bazAssertEquals
... baz.BazTests...simple ...
...

Defining Integration Test Suites

You can also define test suites with different names other than test. For example, the build below defines a test suite with the name integration, in addition to that named test.

build.mill (download, browse)

package build
import mill._, scalalib._

object qux extends ScalaModule {
  def scalaVersion = "2.13.8"

  object test extends ScalaTests with TestModule.Utest {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
  }
  object integration extends ScalaTests with TestModule.Utest {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
  }
}

These two test modules will expect their sources to be in their respective qux/test and qux/integration folder respectively

> mill 'qux.{test,integration}' # run both test suites
...qux.QuxTests...hello...
...qux.QuxTests...world...
...qux.QuxIntegrationTests...helloworld...

> mill __.integration.testCached # run all integration test suites

Test Grouping

Test Grouping is an opt-in feature that allows you to take a single test module and group the test classes such that each group will execute in parallel when you call test. Test grouping is enabled by overriding def testForkGrouping, as shown below:

build.mill (download, browse)

package build
import mill._, scalalib._

object foo extends ScalaModule {
  def scalaVersion = "2.13.8"
  object test extends ScalaTests {
    def ivyDeps = Agg(ivy"com.lihaoyi::utest:0.8.4")
    def testFramework = "utest.runner.Framework"
    def testForkGrouping = discoveredTestClasses().grouped(1).toSeq
  }
}

foo/test/src/HelloTests.scala (browse)

package foo
import utest._
object HelloTests extends TestSuite {
  def tests = Tests {
    test("hello") {
      println("Testing Hello")
      val result = Foo.hello()
      assert(result.startsWith("Hello"))
      Thread.sleep(1000)
      println("Testing Hello Completed")
      result
    }
  }
}

foo/test/src/WorldTests.scala (browse)

package foo
import utest._
object WorldTests extends TestSuite {
  def tests = Tests {
    test("world") {
      println("Testing World")
      val result = Foo.hello()
      assert(result.endsWith("World"))
      Thread.sleep(1000)
      println("Testing World Completed")
      result
    }
  }
}

In this example, we have one test module foo.test, and two test classes HelloTests and WorldTests. By default, all test classes in the same module run sequentially in the same JVM, but with testForkGrouping we can break up the module and run each test class in parallel in separate JVMs, each with their own separate sandbox folder and .log file:

> mill foo.test

> find out/foo/test/test.dest
...
out/foo/test/test.dest/foo.HelloTests.log
out/foo/test/test.dest/foo.HelloTests/sandbox
out/foo/test/test.dest/foo.WorldTests.log
out/foo/test/test.dest/foo.WorldTests/sandbox
out/foo/test/test.dest/test-report.xml

Test grouping allows you to run tests in parallel while keeping things deterministic and debuggable: parallel test groups will not write over each others files in their sandbox, and each one will have a separate set of logs that can be easily read without the others mixed in

In this example, def testForkGrouping = discoveredTestClasses().grouped(1).toSeq assigns each test class to its own group, running in its own JVM. This comes with some overhead on a per-JVM basis, so if your test classes are numerous and small you may want to assign multiple test classes per group. You can also configure testForkGrouping to choose which test classes you want to run together and which to run alone:

If some test classes are much slower than others, you may want to put the slow test classes each in its own group to reduce latency, while grouping multiple fast test classes together to reduce the per-group overhead of spinning up a separate JVM.
Some test classes may have global JVM-wide or filesystem side effects that means they have to run alone, while other test classes may be better-behaved and OK to run in a group

In general, testForkGrouping leaves it up to you how you want to group your tests for execution, based on the unique constraints of your test suite.