How do you configure Embedded MongDB for integration testing in a Spring Boot application?

I have a fairly simple Spring Boot application which exposes a small REST API and retrieves data from an instance of MongoDB. Queries to the MongoDB instance go through a Spring Data based repository. Some key bits of code below.

// Main application class
@EnableAutoConfiguration(exclude={MongoAutoConfiguration.class, MongoDataAutoConfiguration.class})
@ComponentScan
@Import(MongoConfig.class)
public class ProductApplication {
    public static void main(String[] args) {
        SpringApplication.run(ProductApplication.class, args);
    }
}

// Product repository with Spring data
public interface ProductRepository extends MongoRepository<Product, String> {

    Page<Product> findAll(Pageable pageable);

    Optional<Product> findByLineNumber(String lineNumber);
}

// Configuration for "live" connections
@Configuration
public class MongoConfig {

    @Value("${product.mongo.host}")
    private String mongoHost;

    @Value("${product.mongo.port}")
    private String mongoPort;

    @Value("${product.mongo.database}")
    private String mongoDatabase;

    @Bean(name="mongoClient")
    public MongoClient mongoClient() throws IOException {
        return new MongoClient(mongoHost, Integer.parseInt(mongoPort));
    }

    @Autowired
    @Bean(name="mongoDbFactory")
    public MongoDbFactory mongoDbFactory(MongoClient mongoClient) {
        return new SimpleMongoDbFactory(mongoClient, mongoDatabase);
    }

    @Autowired
    @Bean(name="mongoTemplate")
    public MongoTemplate mongoTemplate(MongoClient mongoClient) {
        return new MongoTemplate(mongoClient, mongoDatabase);
    }
}

@Configuration
@EnableMongoRepositories
public class EmbeddedMongoConfig {

    private static final String DB_NAME = "integrationTest";
    private static final int DB_PORT = 12345;
    private static final String DB_HOST = "localhost";
    private static final String DB_COLLECTION = "products";

    private MongodExecutable mongodExecutable = null;

    @Bean(name="mongoClient")
    public MongoClient mongoClient() throws IOException {
        // Lots of calls here to de.flapdoodle.embed.mongo code base to 
        // create an embedded db and insert some JSON data
    }

    @Autowired
    @Bean(name="mongoDbFactory")
    public MongoDbFactory mongoDbFactory(MongoClient mongoClient) {
        return new SimpleMongoDbFactory(mongoClient, DB_NAME);
    }

    @Autowired
    @Bean(name="mongoTemplate")
    public MongoTemplate mongoTemplate(MongoClient mongoClient) {
        return new MongoTemplate(mongoClient, DB_NAME);
    }

    @PreDestroy
    public void shutdownEmbeddedMongoDB() {
        if (this.mongodExecutable != null) {
            this.mongodExecutable.stop();
        }
    }
}

@RunWith(SpringJUnit4ClassRunner.class)
@SpringApplicationConfiguration(classes = TestProductApplication.class)
@IntegrationTest
@WebAppConfiguration
public class WtrProductApplicationTests {

    @Test
    public void contextLoads() {
        // Tests empty for now
    }

}

@EnableAutoConfiguration(exclude={MongoAutoConfiguration.class, MongoDataAutoConfiguration.class})
@ComponentScan
@Import(EmbeddedMongoConfig.class)
public class TestProductApplication {

    public static void main(String[] args) {
        SpringApplication.run(TestProductApplication.class, args);
    }
}

So the idea here is to have the integration tests (empty at the moment) connect to the embedded mongo instance and not the "live" one. However, it doesn't work. I can see the tests connecting to the "live" instance of Mongo, and if I shut that down the build simply fails as it is still attempting to connect to the live instance of Mongo. Does anyone know why this is? How do I get the tests to connect to the embedded instance?