KAFKA - What is reason for getting ProducerFencedException during producer.send

问题

Trying to load around 50K messages into KAFKA topic. In the beginning of few runs getting below exception but not all the time.

org.apache.kafka.common.KafkaException: Cannot execute transactional method because we are in an error state  
at org.apache.kafka.clients.producer.internals.TransactionManager.maybeFailWithError(TransactionManager.java:784) ~[kafka-clients-2.0.0.jar:?]  
at org.apache.kafka.clients.producer.internals.TransactionManager.beginAbort(TransactionManager.java:229) ~[kafka-clients-2.0.0.jar:?]  
at  org.apache.kafka.clients.producer.KafkaProducer.abortTransaction(KafkaProducer.java:679) ~[kafka-clients-2.0.0.jar:?]  
at myPackage.persistUpdatesPostAction(MyCode.java:??) ~[aKafka.jar:?]  
...  
Caused by: org.apache.kafka.common.errors.ProducerFencedException: Producer
attempted an operation with an old epoch. Either there is a newer producer with
the same transactionalId, or the producer's transaction has been expired by the
broker.

Code Block is below:

public void persistUpdatesPostAction(List<Message> messageList ) {
    if ((messageList == null) || (messageList.isEmpty())) {
        return;
    }
    logger.createDebug("Messages in batch(postAction) : "+ messageList.size());
    Producer<String,String> producer = KafkaUtils.getProducer(Thread.currentThread().getName());
    try {
        producer.beginTransaction();
        createKafkaBulkInsert1(producer, messageList, "Topic1");
        createKafkaBulkInsert2(producer, messageList, "Topic2");
        createKafkaBulkInsert3(producer, messageList, "Topic3");
        producer.commitTransaction();
    } catch (Exception e) {
        producer.abortTransaction();
        producer.close();
        KafkaUtils.removeProducer(Thread.currentThread().getName());
    }
}

-----------

static Properties setPropertiesProducer() {
    Properties temp = new Properties();
    temp.put("bootstrap.servers", "localhost:9092");
    temp.put("acks", "all");
    temp.put("retries", 1);
    temp.put("batch.size", 16384);
    temp.put("linger.ms", 5);
    temp.put("buffer.memory", 33554432);
    temp.put("key.serializer",   "org.apache.kafka.common.serialization.StringSerializer");
    temp.put("value.serializer", "org.apache.kafka.common.serialization.StringSerializer");
    return temp;
}

public static Producer<String, String> getProducer(String aThreadId) {
    if ((producerMap.size() == 0) || (producerMap.get(aThreadId) == null)) {
        Properties temp = producerProps;
        temp.put("transactional.id", aThreadId);
        Producer<String, String> producer = new KafkaProducer<String, String>(temp);
        producerMap.put(aThreadId, producer);
        producer.initTransactions();
        return producer;
    }
    return producerMap.get(aThreadId);
}

public static void removeProducer(String aThreadId) {
    logger.createDebug("Removing Thread ID :" + aThreadId);
    if (producerMap.get(aThreadId) == null)
        return;
    producerMap.remove(aThreadId);
}

回答1:

There was race condition in my Producer initialization code. I have fixed by changing Producer map to the type ConcurrentHashMap to ensure thread safe.

回答2:

Caused by: org.apache.kafka.common.errors.ProducerFencedException: Producer attempted an operation with an old epoch. Either there is a newer producer with the same transactionalId, or the producer's transaction has been expired by the broker.

This exception message is not very helpful. I believe that it is trying to say that the broker no longer has any record of the transaction-id that is being sent by the client. This can either be because:

Someone else was using the same transaction-id and committed it already. In my experience, this is less likely unless you are sharing transaction-ids between clients. We ensure that our ids are unique using UUID.randomUUID().
The transaction timed out and was removed by broker automation.

In our case, we were hitting transaction timeouts every so often that generated this exception. There are 2 properties that govern how long the broker will remember a transaction before aborting it and forgetting about it.

transaction.max.timeout.ms -- A broker property that specifies the maximum number of milliseconds until a transaction is aborted and forgotten. Default in many Kafka versions seems to be 900000 (15 minutes). Documentation from Kafka says:

The maximum allowed timeout for transactions. If a client’s requested transaction time exceeds this, then the broker will return an error in InitProducerIdRequest. This prevents a client from too large of a timeout, which can stall consumers reading from topics included in the transaction.
transaction.timeout.ms -- A producer client property that sets the timeout in milliseconds when a transaction is created. Default in many Kafka versions seems to be 60000 (1 minute). Documentation from Kafka says:

The maximum amount of time in ms that the transaction coordinator will wait for a transaction status update from the producer before proactively aborting the ongoing transaction.

If the transaction.timeout.ms property set in the client exceeds the transaction.max.timeout.ms property in the broker, the producer will immediately throw something like the following exception:

org.apache.kafka.common.KafkaException: Unexpected error in InitProducerIdResponse
The transaction timeout is larger than the maximum value allowed by the broker 
(as configured by transaction.max.timeout.ms).

来源：https://stackoverflow.com/questions/53058715/kafka-what-is-reason-for-getting-producerfencedexception-during-producer-send

标签

apache-kafka

kafka-producer-api