How to get Code Coverage during Manual Testing for Android App

This one should be a quick one, hopefully! Recently, I’ve been trying to gather coverage data of an app during manual testing. Imagine exercising the app using MonkeyRunner, Ui Automator or some smart AI agent (more about that in later posts).

Many tools (and papers) describe that these unicorns exist and are easy to use. Yet, my experience suggests that this is not the case. The few I’ve tried are: BBoxTester (never got it to instrument a custom app), SwiftHand (same as BBoxTester) and various hacks using Emma. None of it works (but that might be just me).

How to do it?

Meet JaCoCo, the tool that really works (yes, there is a catch!). Normally, JaCoCo is used for code coverage when you are executing tests. However, a few tweaks will do the trick.

To “install” JaCoCo in your Android project open the build.gradle file within the app folder and add the following at the top level:

def coverageSourceDirs = [

    toolVersion = "" // try a newer version if you can

Next, let’s define a task (in the same file) which will generate HTML report for the code coverage achieved during the testing:

task jacocoTestReport(type: JacocoReport) {
    group = "Reporting"
    description = "Generate Jacoco coverage reports after running tests."
    reports {
        xml.enabled = true
        html.enabled = true
    classDirectories = fileTree(
            dir: './build/intermediates/classes/debug',
            excludes: ['**/R*.class',
    sourceDirectories = files(coverageSourceDirs)
    executionData = files("$buildDir/outputs/code-coverage/connected/coverage.exec")
    doFirst {
        new File("$buildDir/intermediates/classes/").eachFileRecurse { file ->
            if ('$$')) {
                file.renameTo(file.path.replace('$$', '$'))

Great! JaCoCo is installed and should be working nicely! Add the following within android -> buildTypes (in the same file):

debug {
    testCoverageEnabled = true

Next, add resources directory to app -> src -> main. Add file to that folder. The file should contain:


The coverage data will be recorded at the device. So, we need a permission to write there. Add the following to your AndroidManifest.xml file:

<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />

On Android 6+ you should request this permission during runtime. Here is a sample:

public static void verifyStoragePermissions(Activity activity) {
        // Check if we have read or write permission
        int writePermission = ActivityCompat.checkSelfPermission(activity, 
        int readPermission = ActivityCompat.checkSelfPermission(activity, 

        if (writePermission != PackageManager.PERMISSION_GRANTED || 
            readPermission != PackageManager.PERMISSION_GRANTED) {
            // We don't have permission so prompt the user

Make sure you call this method and obtain the permission before starting/stopping any tests. Next, let’s define a helper class which will generate the report file:

import android.os.Environment;
import android.util.Log;

import java.lang.reflect.Method;

public class JacocoReportGenerator {
    static void generateCoverageReport() {
        String TAG = "jacoco";
        // use reflection to call emma dump coverage method, to avoid
        // always statically compiling against emma jar
        Log.d("StorageSt", Environment.getExternalStorageState());
        String coverageFilePath = Environment.getExternalStorageDirectory() + File.separator + "coverage.exec";
        File coverageFile = new File(coverageFilePath);
        try {
            Class<?> emmaRTClass = Class.forName("com.vladium.emma.rt.RT");
            Method dumpCoverageMethod = emmaRTClass.getMethod("dumpCoverageData",
                    coverageFile.getClass(), boolean.class, boolean.class);

            dumpCoverageMethod.invoke(null, coverageFile, false, false);
            Log.e(TAG, "generateCoverageReport: ok");
        } catch (Exception  e) {
            throw new RuntimeException("Is emma jar on classpath?", e)

Now, it is up to decide where the call to generateCoverageReport() should happen. To test it out, put it in some onPause() method of an Activity.

Run the app and do your testing. When you are done execute the following adb command:

adb pull /sdcard/coverage.exec app/build/outputs/code-coverage/connected/coverage.exec

Make sure you execute it in the root folder of your project and all folders are already created. Finally, generate the report using the task we created:

./gradlew jacocoTestReport

Open the index.html file in app/build/reports/jacoco/jacocoTestReport/html/ folder. Now go grab a cookie and enjoy the victory!

Is this the best solution?

No! But it is a start. There is no sure way to receive an event when the app is closing/finishing and save the report then. However, some magic tools like ProbeDroid might offer ways to alleviate that pain. Please, write in the comments below if other, easier, solutions exist!

UPDATE: A (much) better approach is described in my next blog post. It appears to be much faster, as well!