problems with this way of starting an infinite loop in a Spring Boot application?

I have a Spring Boot application and it needs to process some Kafka streaming data. I added an infinite loop to a CommandLineRunner class that will run on startup. In there is a Kafka consumer that can be woken up. I added a shutdown hook with Runtime.getRuntime().addShutdownHook(new Thread(consumer::wakeup));. Will I run into any problems? Is there a more idiomatic way of doing this in Spring? Should I use @Scheduled instead? The code below is stripped of specific Kafka-implementation stuff but otherwise complete.

import org.apache.kafka.clients.consumer.Consumer;
import org.apache.kafka.clients.consumer.ConsumerRecords;
import org.apache.kafka.clients.consumer.KafkaConsumer;
import org.apache.kafka.common.errors.WakeupException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.boot.CommandLineRunner;
import org.springframework.stereotype.Component;

import java.time.Duration;
import java.util.Properties;


    @Component
    public class InfiniteLoopStarter implements CommandLineRunner {

        private final Logger logger = LoggerFactory.getLogger(this.getClass());

        @Override
        public void run(String... args) {
            Consumer<AccountKey, Account> consumer = new KafkaConsumer<>(new Properties());
            Runtime.getRuntime().addShutdownHook(new Thread(consumer::wakeup));

            try {
                while (true) {
                    ConsumerRecords<AccountKey, Account> records = consumer.poll(Duration.ofSeconds(10L));
                    //process records
                }
            } catch (WakeupException e) {
                logger.info("Consumer woken up for exiting.");
            } finally {
                consumer.close();
                logger.info("Closed consumer, exiting.");
            }
        }
    }

--------------------------------------

You'll need the following dependency:
<dependency>
    <groupId>org.springframework.kafka</groupId>
    <artifactId>spring-kafka</artifactId>
    <version>2.2.2.RELEASE</version>
</dependency>

Configuration is as easy adding the @EnableKafka annotation to a config class and then setting up Listener and ConsumerFactory beans

Once configured you can setup a consumer easily as follows:
@KafkaListener(topics = "topicName")
public void listenWithHeaders(
  @Payload String message, 
  @Header(KafkaHeaders.RECEIVED_PARTITION_ID) int partition) {
      System.out.println("Received Message: " + message"+ "from partition: " + partition);
}