Documentation for Skippy version 0.0.19.

Getting started with Skippy, Maven & JUnit 5

A quick tour how to use Skippy with Maven and JUnit 5.

What You Need

  • About 15 minutes
  • Your favorite text editor or IDE
  • Java 17 or later
  • Maven 3.2.3+

Table Of Contents

Setting Up Your Environment

Begin by cloning the skippy-tutorials repository:

git clone git@github.com:skippy-io/skippy-tutorials.git

Then, move into the tutorial directory:

cd skippy-tutorials/getting-started-with-skippy-and-junit5/

Exploring the Codebase

Let’s take a quick look at the codebase.

The pom.xml File

pom.xml declares a dependency to skippy-junit5:

<dependency>
    <groupId>io.skippy</groupId>
    <artifactId>skippy-junit5</artifactId>
    <version>0.0.19</version>
    <scope>test</scope>
</dependency>

It also adds the Skippy plugin:

<plugin>
    <groupId>io.skippy</groupId>
    <artifactId>skippy-maven</artifactId>
    <version>0.0.19</version>
    <executions>
        <execution>
            <goals>
                <goal>buildFinished</goal>
                <goal>buildStarted</goal>
            </goals>
        </execution>
    </executions>
</plugin>

Since Skippy internally depends on JaCoCo, the JaCoCo plugin has to be added as well:

<plugin>
    <groupId>org.jacoco</groupId>
    <artifactId>jacoco-maven-plugin</artifactId>
    <version>0.8.11</version>
    <executions>
        <execution>
            <goals>
                <goal>prepare-agent</goal>
            </goals>
        </execution>
    </executions>
</plugin>

src/main/java

The main source set contains three classes:

com
└─ example
   ├─ LeftPadder.java
   ├─ RightPadder.java
   └─ StringUtils.java

StringUtils is a utility class that provides methods for padding strings:

class StringUtils {

    static String padLeft(String input, int size) {
        // method logic
    }

    static String padRight(String input, int size) {
        // method logic
    }
}

LeftPadder and RightPadder utilize StringUtils for their functionality:

class LeftPadder {

    static String padLeft(String input, int size) {
        return StringUtils.padLeft(input, size);
    }

}

class RightPadder {

    static String padRight(String input, int size) {
        return StringUtils.padRight(input, size);
    }

}

src/test/java

The test source set contains three tests and one class that stores constants:

com
└─ example
   ├─ LeftPadderTest.java
   ├─ RightPadderTest.java
   ├─ StringUtilsTest.java
   └─ TestConstants.java

LeftPadderTest and RightPadderTest are unit tests for their respective classes. Both tests are annotated with @PredictWithSkippy to enables Skippy’s predictive test selection:

import io.skippy.junit5.PredictWithSkippy;

@PredictWithSkippy
public class LeftPadderTest {

    @Test
    void testPadLeft() {
        var input = TestConstants.HELLO;
        assertEquals(" hello", LeftPadder.padLeft(input, 6));
    }

}

StringUtilsTest tests the StringUtil class and is a standard JUnit test that does not utilize Skippy’s predictive test selection:

public class StringUtilsTest {

    @Test
    void testPadLeft() {
        var input = TestConstants.HELLO;
        assertEquals(" hello", StringUtils.padLeft(input, 6));
    }

    @Test
    void testPadRight() {
        var input = TestConstants.HELLO;
        assertEquals("hello ", StringUtils.padRight(input, 6));
    }

}

TestConstants declares a string constant:

class TestConstants {
    static final String HELLO = "hello";
}

Run The Tests

Run the tests:

mvn test

Output:

[INFO] Running com.example.LeftPadderTest
[INFO] Tests run: 1, Failures: 0, Errors: 0, Skipped: 0

[INFO] Running com.example.RightPadderTest
[INFO] Tests run: 1, Failures: 0, Errors: 0, Skipped: 0

[INFO] Running com.example.StringUtilsTest
[INFO] Tests run: 2, Failures: 0, Errors: 0, Skipped: 0

As you would expect, all tests are executed. But there is more than meets the eye: Skippy performs a Test Impact Analysis and stores the result as bunch of files in the .skippy folder:

ls -l .skippy

test-impact-analysis.json
predictions.log
...

test-impact-analysis.json contains

  • a mapping between tests and the classes they cover and
  • a snapshot of all class files in the project.

predictions.log gives you insights into Skippy’s skip-or-execute decisions:

cat .skippy/predictions.log

com.example.LeftPadderTest,EXECUTE,TEST_IMPACT_ANALYSIS_NOT_FOUND
com.example.RightPadderTest,EXECUTE,TEST_IMPACT_ANALYSIS_NOT_FOUND

Skippy executed both tests because it did not find prior impact data. Also note that there is no log entry for StringUtilsTest: It’s a normal test that is not “managed” by Skippy. We will omit the output for test that don’t use Skippy’s predictive test selection during the remainder of the tutorial.

Commit the Skippy Folder

Add the .skippy folder to Git:

git add .skippy && git commit -m 'add skippy folder'

This allows us to revert back to this state of the repository throughout the rest tutorial.

Re-Run The Tests

Re-run the tests:

mvn test

Output:

[INFO] Running com.example.LeftPadderTest
[WARNING] Tests run: 1, Failures: 0, Errors: 0, Skipped: 1

[INFO] Running com.example.RightPadderTest
[WARNING] Tests run: 1, Failures: 0, Errors: 0, Skipped: 1

Skippy detects that nothing has changed and skips both tests:

cat .skippy/predictions.log

com.example.LeftPadderTest,SKIP,NO_CHANGE
com.example.RightPadderTest,SKIP,NO_CHANGE

Testing After Modifications

When changes are made, Skippy reassesses which tests to run based on it’s bytecode based change detection. Reasoning based on the bytecode is powerful: It allows Skippy to distinguish relevant changes (e.g., new or updated instructions) from irrelevant ones (e.g., a change in a LineNumberTable attribute due to the addition of a line break somewhere in the source file).

Let’s perform some experiments.

Experiment 1

Add a comment to StringUtils:

/**
 * New class comment.
 */
class StringUtils {
        
    ...
}

Re-run the tests:

mvn test

Skippy detects that the newly added comment can not break any of the existing tests. LeftPadderTest and RightPadderTest will be skipped:

[INFO] Running com.example.LeftPadderTest
[WARNING] Tests run: 1, Failures: 0, Errors: 0, Skipped: 1

[INFO] Running com.example.RightPadderTest
[WARNING] Tests run: 1, Failures: 0, Errors: 0, Skipped: 1

Experiment 2

Undo the changes from the previous experiment:

git stash

Comment out the first three lines of StringUtils#padLeft:

class StringUtils {
    
    static String padLeft(String input, int size) {
//        if (input.length() < size) {
//            return padLeft(" " + input, size);
//        }
        return input;
    }

    static String padRight(String input, int size) {
        if (input.length() < size) {
            return padRight(input + " ", size);
        }
        return input;
    }
    
}

Re-run the tests:

mvn test

Skippy detects the change and runs the tests again:

[INFO] Running com.example.LeftPadderTest
[ERROR] com.example.LeftPadderTest.testPadLeft <<< FAILURE!
org.opentest4j.AssertionFailedError: expected: < hello> but was: <hello>       

[INFO] Running com.example.RightPadderTest
[INFO] Tests run: 1, Failures: 0, Errors: 0, Skipped: 0

Content of .skippy/predictions.log:

com.example.LeftPadderTest,EXECUTE,BYTECODE_CHANGE_IN_COVERED_CLASS,com.example.StringUtils
com.example.RightPadderTest,EXECUTE,BYTECODE_CHANGE_IN_COVERED_CLASS,com.example.StringUtils

At this point in time, Skippy executes a test if the covered class contains a significant bytecode change (e.g., new or updated instructions). The test itself may or may not depend on this change. In the above example, RightPadderTest could be skipped as well.

While I plan to implement more granular change detection in the future, I currently apply the 80/20 rule: My focus is robustness and simplicity while providing a significant reduction in useless testing for applications that contain large quantities of source files and tests.

Experiment 3

Undo the changes from the previous experiment:

git stash

Now, let’s see what happens if you change the expected value in LeftPadderTest from " hello" to " HELLO":

@PredictWithSkippy
public class LeftPadderTest {

    @Test
    void testPadLeft() {
        var input = TestConstants.HELLO;
        // assertEquals(" hello", LeftPadder.padLeft(input, 6));
        assertEquals(" HELLO", LeftPadder.padLeft(input, 6));
    }

}

Re-run the tests:

mvn test

Skippy detects the change and runs LeftPadderTest again:

[INFO] Running com.example.LeftPadderTest
[ERROR] com.example.LeftPadderTest.testPadLeft <<< FAILURE!
org.opentest4j.AssertionFailedError: expected: < HELLO> but was: < hello>

[INFO] Running com.example.RightPadderTest
[WARNING] Tests run: 1, Failures: 0, Errors: 0, Skipped: 1

Content of .skippy/predictions.log:

com.example.LeftPadderTest,EXECUTE,BYTECODE_CHANGE_IN_TEST
com.example.RightPadderTest,SKIP,NO_CHANGE

Experiment 4

Undo the changes from the previous experiment:

git stash

Lastly, let’s see what happens if you change the value of the constant in TestConstants:

class TestConstants {

    // static final String HELLO = "hello";
    static final String HELLO = "bonjour";

}

Re-run the tests:

mvn test

Skippy detects the change and runs both tests:

[INFO] Running com.example.LeftPadderTest
[ERROR] com.example.LeftPadderTest.testPadLeft <<< FAILURE!
org.opentest4j.AssertionFailedError: expected: < hello> but was: <bonjour>

[INFO] Running com.example.RightPadderTest
[ERROR] com.example.RightPadderTest.testPadRight <<< FAILURE!
org.opentest4j.AssertionFailedError: expected: <hello > but was: <bonjour>

Content of .skippy/predictions.log:

com.example.LeftPadderTest,EXECUTE,BYTECODE_CHANGE_IN_TEST
com.example.RightPadderTest,EXECUTE,BYTECODE_CHANGE_IN_TEST

Congratulations - You’ve completed the tutorial! By now, you should have a solid idea how Skippy works.