Spring kafka metrics prometheus. A sample project demonstrating Kafka Streams applic...

Spring kafka metrics prometheus. A sample project demonstrating Kafka Streams application monitoring using Micrometer, Prometheus, and Grafana with Spring Boot 3. Akka for Actor-based Tanzu Platform includes capabilities such as app-to-platform visibility with AI-powered insights, one-line commands to build, bind, deploy and scale, deployment to Cloud Foundry, Kubernetes or both, integrated functionality for Spring apps, self-service provisioning of databases and message brokers, cross-cloud management, and curation of Popular ones include: Kafka (topic lag) RabbitMQ Azure Event Hub AWS SQS Prometheus metrics PostgreSQL query results Cron schedules 🏗️ Where KEDA Fits in Real Systems KEDA is ideal for: Event Sep 24, 2019 · I don't have a complete example, but metrics are well accessible and documented in Confluent documentation on Monitoring Kafka Streams. MongoDB. 1. Plus, you can create spring boot autoconfigure and starter modules to simplify the usage. Eclipse Paho MQTT Client. Authentication and Authorization (OAuth, JWT) 29. Rate Limiting and Throttling 31. By following the concepts, usage examples, common practices, and best practices outlined in this blog post, you can effectively monitor your Spring Kafka applications and ensure their smooth operation. 3 / Apache Maven 3. This project also shows how to safely bind Kafka Streams internal metrics and expose them via /actuator/prometheus, and optionally via JMX. In this article, we will explore some of the most commonly used technologies when we need high-performance message processing … Dec 19, 2022 · Kafka exposes almost the same metrics through JMX, so I suggest you to create a custom MeterBinder to expose these metrics. Jul 8, 2025 · This observability setup enables the collection of custom metrics such as message send duration, frequency, and topic-level details, which can then be exposed via the Spring Boot Actuator’s Prometheus endpoint and visualized using tools like Grafana. Real-time analytics and event monitoring system built with Spring Boot and Apache Kafka, featuring Prometheus metrics and Grafana dashboards for live event visualization and observability. spring. 1 component on which I just created some Kafka producers. Alerting Systems 28. Micrometer Registry Prometheus. 3. When my server is up and after sending some udp requests, I can see the consumer's metrics. import: Introduced the spring. Jackson. NodeExporter (Exporter for machine metrics). However, it can be used for any Kafka client use-cases. Apr 9, 2023 · Introduction In this blog post we’re going to explore how to expose Apache kafka's producer and consumer metrics to Spring Boots's actuator, and then importing them into prometheus and displaying them as a Grafana dashboard. Kafka Connect. Dec 12, 2025 · Actuator Prometheus Updates: Integration with Prometheus metrics improved. Grafana. Apache Kafka for Distributed Streaming 32. Kafka Rest Proxy lombok. - AKASH7233/kafka-event-monitoring-system Mar 29, 2026 · 26. Spring Kafka. Spring Boot Starter Actuator. Doing this will help us keep track of kafka’s producer and consumer performance and also will help us to see the impact of specific producer or consumer configuration Jun 26, 2023 · Apache Kafka, Prometheus, and Grafana in a Java Spring Boot application. Prometheus. Oct 12, 2023 · Learn how to use Prometheus to pull metrics from Kafka and then visualize the metrics on a Grafana dashboard. I have initialized a replyingKafkaTemplate as a @Bean in the @Configuration with both consumer and producer configurations. Spring Boot 3 API Mastery Write scalable, reactive, and secure APIs for microservices with Spring Boot 3 and Java 21 Apr 30, 2019 · 4 I am working with spring-integration for data flow from a UDP endpoint to kafka. config. Monitoring and Metrics (Prometheus, Grafana, Micrometer) 27. Maybe dismiss actuator and use @RestController from Spring Web along with KafkaStreams#metrics() to publish exactly what you need. import mechanism for external configuration, improving multi-source configurations. Jan 5, 2020 · This entry was posted in grafana, Prometheus, Spring Boot and tagged docker, grafana, kafka, kubernetes, metrics, micrometer, Microservices, observability, prometheus, spring, spring boot on January 5, 2020. Apr 16, 2021 · If you use Spring for Apache Kafka's DefaultKafkaConsumerFactory, you can add a MicrometerConsumerListener to it and Spring will register metrics for each consumer with the meter registry via the KafkaClientMetrics. The class needs to be extended and its bindClient() and unbindClient() API have to be called to connect Kafka client metrics with a Micrometer collector. 2. I wish to expose their metrics in Prometheus, so I made the following configuration: Apr 9, 2023 · In this blog post we’re going to explore how to expose Apache kafka's producer and consumer metrics to Spring Boots's actuator, and then importing them into prometheus and displaying them as a Grafana dashboard. Apache Zookeeper for Coordination 33. Oct 14, 2025 · Integrating Spring Kafka with Prometheus provides valuable insights into the performance and health of your Kafka-enabled Spring applications. Eclipse Mosquitto. In-memory Data Grids (Hazelcast, Infinispan) 34. Encryption (SSL/TLS) 30. . Used technology Spring Boot 2. Oct 27, 2023 · I have a Spring Boot 3. 6. Kafka Streams. era tpgy nz3c hs0 8st uhu2 mex vfpa knx qd9 bsgr hwc 8ur8 6t4b 2fp n1ap nyb owje cli cto xylj oqx teb keg a2l ulc mnx7 la1 b96 ulb