scholzj / java-kafka-client

OpenTracing Instrumentation for Apache Kafka Client

OpenTracing Apache Kafka Client Instrumentation

OpenTracing instrumentation for Apache Kafka Client.
Two solutions are provided:

1. Based on decorated Producer and Consumer
2. Based on Interceptors

Requirements

• Java 8
• Kafka 2.2.0

Installation

Kafka Client

pom.xml

<dependency>
    <groupId>io.opentracing.contrib</groupId>
    <artifactId>opentracing-kafka-client</artifactId>
    <version>VERSION</version>
</dependency>

Kafka Streams

pom.xml

<dependency>
    <groupId>io.opentracing.contrib</groupId>
    <artifactId>opentracing-kafka-streams</artifactId>
    <version>VERSION</version>
</dependency>

Spring Kafka

pom.xml

<dependency>
    <groupId>io.opentracing.contrib</groupId>
    <artifactId>opentracing-kafka-spring</artifactId>
    <version>VERSION</version>
</dependency>

Usage

// Instantiate tracer
Tracer tracer = ...

// Optionally register tracer with GlobalTracer
GlobalTracer.register(tracer);

Kafka Client

Decorators based solution

// Instantiate KafkaProducer
KafkaProducer<Integer, String> producer = new KafkaProducer<>(senderProps);

//Decorate KafkaProducer with TracingKafkaProducer
TracingKafkaProducer<Integer, String> tracingProducer = new TracingKafkaProducer<>(producer, 
        tracer);

// Send
tracingProducer.send(...);

// Instantiate KafkaConsumer
KafkaConsumer<Integer, String> consumer = new KafkaConsumer<>(consumerProps);

// Decorate KafkaConsumer with TracingKafkaConsumer
TracingKafkaConsumer<Integer, String> tracingConsumer = new TracingKafkaConsumer<>(consumer, 
        tracer);

//Subscribe
tracingConsumer.subscribe(Collections.singletonList("messages"));

// Get records
ConsumerRecords<Integer, String> records = tracingConsumer.poll(1000);

// To retrieve SpanContext from polled record (Consumer side)
ConsumerRecord<Integer, String> record = ...
SpanContext spanContext = TracingKafkaUtils.extractSpanContext(record.headers(), tracer);

Custom Span Names for Decorators based solution

The decorator-based solution includes support for custom span names by passing in a BiFunction object as an additional argument to the TracingKafkaConsumer or TracingKafkaProducer constructors, either one of the provided BiFunctions or your own custom one.

// Create BiFunction for the KafkaProducer that operates on
// (String operationName, ProducerRecord consumerRecord) and
// returns a String to be used as the name
BiFunction<String, ProducerRecord, String> producerSpanNameProvider =
    (operationName, producerRecord) -> "CUSTOM_PRODUCER_NAME";

// Instantiate KafkaProducer
KafkaProducer<Integer, String> producer = new KafkaProducer<>(senderProps);

//Decorate KafkaProducer with TracingKafkaProducer
TracingKafkaProducer<Integer, String> tracingProducer = new TracingKafkaProducer<>(producer, 
        tracer,
        producerSpanNameProvider);
// Spans created by the tracingProducer will now have "CUSTOM_PRODUCER_NAME" as the span name.


// Create BiFunction for the KafkaConsumer that operates on
// (String operationName, ConsumerRecord consumerRecord) and
// returns a String to be used as the name
BiFunction<String, ConsumerRecord, String> consumerSpanNameProvider =
    (operationName, consumerRecord) -> operationName.toUpperCase();
// Instantiate KafkaConsumer
KafkaConsumer<Integer, String> consumer = new KafkaConsumer<>(consumerProps);
// Decorate KafkaConsumer with TracingKafkaConsumer, passing in the consumerSpanNameProvider BiFunction
TracingKafkaConsumer<Integer, String> tracingConsumer = new TracingKafkaConsumer<>(consumer, 
        tracer,
        consumerSpanNameProvider);
// Spans created by the tracingConsumer will now have the capitalized operation name as the span name.
// "receive" -> "RECEIVE"

Interceptors based solution

// Register tracer with GlobalTracer:
GlobalTracer.register(tracer);

// Add TracingProducerInterceptor to sender properties:
senderProps.put(ProducerConfig.INTERCEPTOR_CLASSES_CONFIG, 
          TracingProducerInterceptor.class.getName());

// Instantiate KafkaProducer
KafkaProducer<Integer, String> producer = new KafkaProducer<>(senderProps);

// Send
producer.send(...);

// Add TracingConsumerInterceptor to consumer properties:
consumerProps.put(ConsumerConfig.INTERCEPTOR_CLASSES_CONFIG,
          TracingConsumerInterceptor.class.getName());

// Instantiate KafkaConsumer
KafkaConsumer<Integer, String> consumer = new KafkaConsumer<>(consumerProps);

//Subscribe
consumer.subscribe(Collections.singletonList("messages"));

// Get records
ConsumerRecords<Integer, String> records = consumer.poll(1000);

// To retrieve SpanContext from polled record (Consumer side)
ConsumerRecord<Integer, String> record = ...
SpanContext spanContext = TracingKafkaUtils.extractSpanContext(record.headers(), tracer);

Kafka Streams

// Instantiate TracingKafkaClientSupplier
KafkaClientSupplier supplier = TracingKafkaClientSupplier(tracer);

// Provide supplier to KafkaStreams
KafkaStreams streams = new KafkaStreams(builder.build(), new StreamsConfig(config), supplier);
streams.start();

Spring Kafka

// Declare Tracer bean
@Bean
public Tracer tracer() {
  return ...
}


// Decorate ConsumerFactory with TracingConsumerFactory
@Bean
public ConsumerFactory<Integer, String> consumerFactory() {
  return new TracingConsumerFactory<>(new DefaultKafkaConsumerFactory<>(consumerProps()), tracer());
}

// Decorate ProducerFactory with TracingProducerFactory
@Bean
public ProducerFactory<Integer, String> producerFactory() {
  return new TracingProducerFactory<>(new DefaultKafkaProducerFactory<>(producerProps()), tracer());
}

// Use decorated ProducerFactory in KafkaTemplate 
@Bean
public KafkaTemplate<Integer, String> kafkaTemplate() {
  return new KafkaTemplate<>(producerFactory());
}

Custom Span Names for Spring Kafka

The Spring Kafka factory implementations include support for custom span names by passing in a BiFunction object as an additional argument to the TracingConsumerFactory or TracingProducerFactory constructors, either one of the provided BiFunctions or your own custom one.

// Create BiFunction for the KafkaProducerFactory that operates on
// (String operationName, ProducerRecord consumerRecord) and
// returns a String to be used as the name
BiFunction<String, ProducerRecord, String> producerSpanNameProvider =
    (operationName, producerRecord) -> "CUSTOM_PRODUCER_NAME";

// Decorate ProducerFactory with TracingProducerFactory
@Bean
public ProducerFactory<Integer, String> producerFactory() {
  return new TracingProducerFactory<>(new DefaultKafkaProducerFactory<>(producerProps()), tracer());
}
// Spans created by the tracingProducer will now have "CUSTOM_PRODUCER_NAME" as the span name.


// Create BiFunction for the KafkaConsumerFactory that operates on
// (String operationName, ConsumerRecord consumerRecord) and
// returns a String to be used as the name
BiFunction<String, ConsumerRecord, String> consumerSpanNameProvider =
    (operationName, consumerRecord) -> operationName.toUpperCase();

// Decorate ConsumerFactory with TracingConsumerFactory
@Bean
public ConsumerFactory<Integer, String> consumerFactory() {
  return new TracingConsumerFactory<>(new DefaultKafkaConsumerFactory<>(consumerProps()), tracer());
}
// Consumers produced by the traced consumerFactory

Pre-made Span Name Providers

The following BiFunctions are already included in the ClientSpanNameProvider class, with CONSUMER_OPERATION_NAME and PRODUCER_OPERATION_NAME being the default should no spanNameProvider be provided:

• CONSUMER_OPERATION_NAME and PRODUCER_OPERATION_NAME : Returns the operationName as the span name ("receive" for Consumer, "send" for producer).
• CONSUMER_PREFIXED_OPERATION_NAME(String prefix) and PRODUCER_PREFIXED_OPERATION_NAME(String prefix) : Returns a String concatenation of prefix and operatioName.
• CONSUMER_TOPIC and PRODUCER_TOPIC : Returns the Kafka topic name that the record was pushed to/pulled from (record.topic()).
• PREFIXED_CONSUMER_TOPIC(String prefix) and PREFIXED_PRODUCER_TOPIC(String prefix) : Returns a String concatenation of prefix and the Kafka topic name (record.topic()).
• CONSUMER_OPERATION_NAME_TOPIC and PRODUCER_OPERATION_NAME_TOPIC : Returns "operationName - record.topic()".
• CONSUMER_PREFIXED_OPERATION_NAME_TOPIC(String prefix) and PRODUCER_PREFIXED_OPERATION_NAME_TOPIC(String prefix) : Returns a String concatenation of prefix and "operationName - record.topic()".

License

Apache 2.0 License.