Reputation: 1034
getting the below error stack trace while working with kafka streams
UPDATE: as per @matthias-j-sax, have implemented my own Serdes
with default constructor for WrapperSerde
but still getting the following exceptions
org.apache.kafka.streams.errors.StreamsException: stream-thread [streams-request-count-4c239508-6abe-4901-bd56-d53987494770-StreamThread-1] Failed to rebalance.
at org.apache.kafka.streams.processor.internals.StreamThread.pollRequests (StreamThread.java:836)
at org.apache.kafka.streams.processor.internals.StreamThread.runOnce (StreamThread.java:784)
at org.apache.kafka.streams.processor.internals.StreamThread.runLoop (StreamThread.java:750)
at org.apache.kafka.streams.processor.internals.StreamThread.run (StreamThread.java:720)
Caused by: org.apache.kafka.streams.errors.StreamsException: Failed to configure value serde class myapps.serializer.Serdes$WrapperSerde
at org.apache.kafka.streams.StreamsConfig.defaultValueSerde (StreamsConfig.java:972)
at org.apache.kafka.streams.processor.internals.AbstractProcessorContext.<init> (AbstractProcessorContext.java:59)
at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.<init> (ProcessorContextImpl.java:42)
at org.apache.kafka.streams.processor.internals.StreamTask.<init> (StreamTask.java:136)
at org.apache.kafka.streams.processor.internals.StreamThread$TaskCreator.createTask (StreamThread.java:405)
at org.apache.kafka.streams.processor.internals.StreamThread$TaskCreator.createTask (StreamThread.java:369)
at org.apache.kafka.streams.processor.internals.StreamThread$AbstractTaskCreator.createTasks (StreamThread.java:354)
at org.apache.kafka.streams.processor.internals.TaskManager.addStreamTasks (TaskManager.java:148)
at org.apache.kafka.streams.processor.internals.TaskManager.createTasks (TaskManager.java:107)
at org.apache.kafka.streams.processor.internals.StreamThread$RebalanceListener.onPartitionsAssigned (StreamThread.java:260)
at org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.onJoinComplete (ConsumerCoordinator.java:259)
at org.apache.kafka.clients.consumer.internals.AbstractCoordinator.joinGroupIfNeeded (AbstractCoordinator.java:367)
at org.apache.kafka.clients.consumer.internals.AbstractCoordinator.ensureActiveGroup (AbstractCoordinator.java:316)
at org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.poll (ConsumerCoordinator.java:290)
at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce (KafkaConsumer.java:1149)
at org.apache.kafka.clients.consumer.KafkaConsumer.poll (KafkaConsumer.java:1115)
at org.apache.kafka.streams.processor.internals.StreamThread.pollRequests (StreamThread.java:827)
at org.apache.kafka.streams.processor.internals.StreamThread.runOnce (StreamThread.java:784)
at org.apache.kafka.streams.processor.internals.StreamThread.runLoop (StreamThread.java:750)
at org.apache.kafka.streams.processor.internals.StreamThread.run (StreamThread.java:720)
Caused by: java.lang.NullPointerException
at myapps.serializer.Serdes$WrapperSerde.configure (Serdes.java:30)
at org.apache.kafka.streams.StreamsConfig.defaultValueSerde (StreamsConfig.java:968)
at org.apache.kafka.streams.processor.internals.AbstractProcessorContext.<init> (AbstractProcessorContext.java:59)
at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.<init> (ProcessorContextImpl.java:42)
at org.apache.kafka.streams.processor.internals.StreamTask.<init> (StreamTask.java:136)
at org.apache.kafka.streams.processor.internals.StreamThread$TaskCreator.createTask (StreamThread.java:405)
at org.apache.kafka.streams.processor.internals.StreamThread$TaskCreator.createTask (StreamThread.java:369)
at org.apache.kafka.streams.processor.internals.StreamThread$AbstractTaskCreator.createTasks (StreamThread.java:354)
at org.apache.kafka.streams.processor.internals.TaskManager.addStreamTasks (TaskManager.java:148)
at org.apache.kafka.streams.processor.internals.TaskManager.createTasks (TaskManager.java:107)
at org.apache.kafka.streams.processor.internals.StreamThread$RebalanceListener.onPartitionsAssigned (StreamThread.java:260)
at org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.onJoinComplete (ConsumerCoordinator.java:259)
at org.apache.kafka.clients.consumer.internals.AbstractCoordinator.joinGroupIfNeeded (AbstractCoordinator.java:367)
at org.apache.kafka.clients.consumer.internals.AbstractCoordinator.ensureActiveGroup (AbstractCoordinator.java:316)
at org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.poll (ConsumerCoordinator.java:290)
at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce (KafkaConsumer.java:1149)
at org.apache.kafka.clients.consumer.KafkaConsumer.poll (KafkaConsumer.java:1115)
at org.apache.kafka.streams.processor.internals.StreamThread.pollRequests (StreamThread.java:827)
at org.apache.kafka.streams.processor.internals.StreamThread.runOnce (StreamThread.java:784)
at org.apache.kafka.streams.processor.internals.StreamThread.runLoop (StreamThread.java:750)
at org.apache.kafka.streams.processor.internals.StreamThread.run (StreamThread.java:720)
Here's my usecase:
I will be getting json responses as input to the stream, I want to count requests whose status codes are not 200. Initially, I went through the documentation of kafka streams in official documentation as well as confluent, then implemented WordCountDemo
which is working very fine, then I tried to wrote this code, but getting this exception, I am very new to kafka streams, I went through the stack trace, but couldn't understood the context, hence came here for help!!!
Here's my code
LogCount.java
package myapps;
import java.util.Properties;
import java.util.concurrent.CountDownLatch;
import org.apache.kafka.common.serialization.Serde;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.StreamsConfig;
import org.apache.kafka.streams.Topology;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.kstream.Produced;
import myapps.serializer.JsonDeserializer;
import myapps.serializer.JsonSerializer;
import myapps.Request;
public class LogCount {
public static void main(String[] args) {
Properties props = new Properties();
props.put(StreamsConfig.APPLICATION_ID_CONFIG, "streams-request-count");
props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092");
JsonSerializer<Request> requestJsonSerializer = new JsonSerializer<>();
JsonDeserializer<Request> requestJsonDeserializer = new JsonDeserializer<>(Request.class);
Serde<Request> requestSerde = Serdes.serdeFrom(requestJsonSerializer, requestJsonDeserializer);
props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass().getName());
props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, requestSerde.getClass().getName());
final StreamsBuilder builder = new StreamsBuilder();
KStream<String, Request> source = builder.stream("streams-requests-input");
source.filter((k, v) -> v.getHttpStatusCode() != 200)
.groupByKey()
.count()
.toStream()
.to("streams-requests-output", Produced.with(Serdes.String(), Serdes.Long()));
final Topology topology = builder.build();
final KafkaStreams streams = new KafkaStreams(topology, props);
final CountDownLatch latch = new CountDownLatch(1);
System.out.println(topology.describe());
// attach shutdown handler to catch control-c
Runtime.getRuntime().addShutdownHook(new Thread("streams-shutdown-hook") {
@Override
public void run() {
streams.close();
latch.countDown();
}
});
try {
streams.cleanUp();
streams.start();
latch.await();
} catch (Throwable e) {
System.exit(1);
}
System.exit(0);
}
}
JsonDeserializer.java
package myapps.serializer;
import com.google.gson.Gson;
import org.apache.kafka.common.serialization.Deserializer;
import java.util.Map;
public class JsonDeserializer<T> implements Deserializer<T> {
private Gson gson = new Gson();
private Class<T> deserializedClass;
public JsonDeserializer(Class<T> deserializedClass) {
this.deserializedClass = deserializedClass;
}
public JsonDeserializer() {
}
@Override
@SuppressWarnings("unchecked")
public void configure(Map<String, ?> map, boolean b) {
if(deserializedClass == null) {
deserializedClass = (Class<T>) map.get("serializedClass");
}
}
@Override
public T deserialize(String s, byte[] bytes) {
if(bytes == null){
return null;
}
return gson.fromJson(new String(bytes),deserializedClass);
}
@Override
public void close() {
}
}
JsonSerializer.java
package myapps.serializer;
import com.google.gson.Gson;
import org.apache.kafka.common.serialization.Serializer;
import java.nio.charset.Charset;
import java.util.Map;
public class JsonSerializer<T> implements Serializer<T> {
private Gson gson = new Gson();
@Override
public void configure(Map<String, ?> map, boolean b) {
}
@Override
public byte[] serialize(String topic, T t) {
return gson.toJson(t).getBytes(Charset.forName("UTF-8"));
}
@Override
public void close() {
}
}
As I mentioned, I will be getting JSON as input, the structure is like this,
{
"RequestID":"1f6b2409",
"Protocol":"http",
"Host":"abc.com",
"Method":"GET",
"HTTPStatusCode":"200",
"User-Agent":"curl%2f7.54.0",
}
The corresponding Request.java
file looks like this
package myapps;
public final class Request {
private String requestID;
private String protocol;
private String host;
private String method;
private int httpStatusCode;
private String userAgent;
public String getRequestID() {
return requestID;
}
public void setRequestID(String requestID) {
this.requestID = requestID;
}
public String getProtocol() {
return protocol;
}
public void setProtocol(String protocol) {
this.protocol = protocol;
}
public String getHost() {
return host;
}
public void setHost(String host) {
this.host = host;
}
public String getMethod() {
return method;
}
public void setMethod(String method) {
this.method = method;
}
public int getHttpStatusCode() {
return httpStatusCode;
}
public void setHttpStatusCode(int httpStatusCode) {
this.httpStatusCode = httpStatusCode;
}
public String getUserAgent() {
return userAgent;
}
public void setUserAgent(String userAgent) {
this.userAgent = userAgent;
}
}
EDIT: when I exit from kafka-console-consumer.sh
, it's saying Processed a total of 0 messages
.
Upvotes: 3
Views: 10309
Reputation: 1
Instead of specifying in properties, add the custom serde in streams creation
KStream<String, Request> source = builder.stream("streams-requests-input",Consumed.with(Serdes.String(), requestSerde));
Upvotes: 0
Reputation: 111
The requestSerde.getClass().getName()
did not work for me. I needed to provide my own WrapperSerde
implementation in an inner class. You probably need to do the same with something like:
public class MySerde extends WrapperSerde<Request> {
public MySerde () {
super(requestJsonSerializer, requestJsonDeserializer);
}
}
Upvotes: 0
Reputation: 62285
As the error indicate, a class is missing a non-argument default constructor for Serdes$WrapperSerde
:
Could not find a public no-argument constructor
The issue is this construct:
Serde<Request> requestSerde = Serdes.serdeFrom(requestJsonSerializer, requestJsonDeserializer);
props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, requestSerde.getClass().getName());
Serdes.serdeFrom
return WrapperSerde
that does not have an empty default constructor. Thus, you cannot pass it into the StreamsConfig
. You can use Serdes
generate like this only if you pass objects into the corresponding API calls (ie, overwrite default Serde
for certain operators).
To make it work (ie, to be able to set the Serde in the config), you would need to implement a proper class that implement Serde
interface.
Upvotes: 4