Kafka exporter grafana. Having the consumer lag in your Grafana dashboards and being able to configure alerts based on it will make it much easier to monitor your Kafka based applications. Contribute to danielqsj/kafka_exporter development by creating an account on GitHub. This guide covers exporter deployment, Prometheus configuration, and building effective Kafka monitoring dashboards. The UrbanOS Kafka Exporter Overview dashboard uses the prometheus data source to create a Grafana dashboard with the graph panel. Most of the dashboards rely on collecting data through a JMX exporter running alongside each instance of your Kafka components, as an agent. In this article, take a look at Kafka monitoring via Prometheus-Grfana. The Kafka Exporter dashboard uses the prometheus data source to create a Grafana dashboard with the stat, table, text and timeseries panels. 6. metrics. darwin-amd64. It collects metrics about Kafka brokers, topics, partitions, and consumer groups, and exposes them in Prometheus format. 62:9092' - '--kafka. kafka does not expose any component-specific debug information. I am not looking for kafka monitoring, rather ship the timeseries data stored in a topic and leverage Prometheus query language and Grafana to analyze. kafka and discovery. Grafana or other API consumers can be used to visualize the collected data. If you are already using Prometheus and Grafana for monitoring of built-in Kafka metrics, you can configure Prometheus to also scrape the Kafka Exporter Prometheus endpoint. 1' services: kafka-exporter-opslogs: image: bitnami/kafka-exporter:latest command: - '--kafka. Documentation Grafana Cloud Instrument and send data Grafana Alloy Reference Components prometheus prometheus. JMX Exporter Installation Prometheus Installation Grafana and Dashboard How to Set Alerting in Grafana When setting up your Kafka cluster In our last guides, we saw how to install Kafka in both Ubuntu 20 and CentOS 8. Dec 17, 2025 · Learn how to set up Kafka Exporter to collect Kafka metrics and add them as a data source in Grafana. You can configure Kafka server to generate Prometheus metrics either using an external exporter or JMX exporter. This repo brings Kafka Lag Exporter, Prometheus and Grafana together in one single docker compose, so you can quickly start it up and start analyzing an issue on a Kafka deployment. In this article, we’ll explore how to monitor Apache Kafka using Prometheus and Grafana with JMX Exporter, providing insights into Kafka’s performance and health metrics. 文章浏览阅读1. aliyun. 621. If you have already migrated to Alloy, no further action is required. As you Learn about kafka_exporter_config Caution Grafana Agent has reached End-of-Life (EOL) on November 1, 2025. 1w次，点赞12次，收藏43次。本文档详细介绍了如何配置Kafka使用jmx_exporter进行Prometheus监控，包括修改Kafka启动脚本、配置JMX代理、Prometheus配置及Grafana面板设置。此外，还提供了一个额外的kafka-exporter来获取消息积压指标，并展示了如何配置Prometheus告警规则，以监控Kafka集群的健康状态 The kafka_exporter provides several preconfigured Grafana dashboards that visualize the metrics collected from Kafka clusters. exporter and quarkus. Learn about prometheus. To monitor consumption lag, you must add a pair of prometheus. exporter, quarkus. issue report: https://github. Learn metrics, logs, traces, and architecture to troubleshoot faster. kafka is only reported as unhealthy if given an invalid configuration. We’ll deploy Kafka and Zookeeper, add Kafka Exporter, configure Prometheus to scrape metrics, and set up Grafana dashboards for visualization. Once the exporter starts up, sampling of the next offset to be produced begins. The technique to estimate lag for a consumer group, topic, and partition is taken from the Lightbend Kafka Lag Exporter. Blog for OneUptime . 98. tar. To configure Kafka exporter to generate Prometheus metrics, complete the following steps: While working on Kafka, I tried to mimic some dashboard I saw on different articles, like this excellent article from Daniel Rosa But there was something missing, I couldn’t find how to export Installation of Kafka Cluster and Project Architecture. 1. 1' restart: always ports: - 9310:9308 kafka-exporter-prod: image: bitnami/kafka-exporter:latest command: - '--kafka. server 文章浏览阅读1. yml similar to the following: version: '2' networks: app-tier: driver: bridge ser A collection of working Alloy scenarios. Set up real-time observability with this step-by-step guide! Kafka exporter can be built from source or downloaded as a pre-built binary. Otherwise, you would need to start and configure each piece separately, which could be a bit cumbersome. 配置告警规则 kafka_exporter kafka_exporter 用来收集 Topic，Broker，ConsumerGroup 的相关信息，可以无缝对接 Prometheus 和 Grafana，使用起来比较方便。 安装 查看对应的 github 项目 kafka_exporter。 在 release 页面中下载适合 mac os 的包（kafka_exporter-1. Each component is a docker container running with docker-compose as a systemd service. May 13, 2025 · This project implements a real-time Kafka monitoring system using Prometheus, Grafana, and Node Exporter, alongside custom Kafka producer and consumer scripts written in Python. version=3. 5. 前言 第一种：JMX https://help. These dashboards help operators monitor Kafka's performance and health in real-time. It fits both machine-centric monitoring as well as monitoring of highly dynamic service-oriented architectures. html?spm=a2c4g. The build process uses promu, a Prometheus utility for building and releasing Go binaries. The Strimzi Kafka Exporter dashboard uses the prometheus data source to create a Grafana dashboard with the graph panel. The Image will deploy a Preconfigured Observability Node with Prometheus, Grafana, CAdvisor, Alertmanager and Blackbox-Exporter. Kafka Exporter is a great open source project from Daniel Qian and other contributors - thanks for all your work. Monitor, analyze, and act faster with AI-powered observability. Build an observability stack with Grafana, Prometheus & OpenTelemetry. Kafka exporter for Prometheus. kafka does not expose any component-specific I'm trying a simplified example of using Kafka and the Kafka Exporter with Grafana. Prometheus是一个开源的监控和警报工具包，它能够收集和存储各种时间序列数据，并提供了强大的可视化能力。Grafana则是一个开源的度量和可视化平台，可以与Prometheus集成，提供更加丰富的可视化效果和警报功能。而kafka_exporter是一个用于监控Apache Kafka的工具，它可以导出Kafka的监控数据，供Prometheus The UrbanOS Kafka Exporter Overview dashboard uses the prometheus data source to create a Grafana dashboard with the graph panel. 43:9092' - '--kafka. gz ）。 The Kafka Lag Exporter dashboard uses the prometheus data source to create a Grafana dashboard with the graph panel. These metrics can be visualized using Grafana dashboards for monitoring and analysis. The kafka_exporter provides several preconfigured Grafana dashboards that visualize the metrics collected from Kafka clusters. kafka General availability (GA) Open source Grafana Cloud A modern, high-performance Grafana dashboard for monitoring Apache Kafka on Kubernetes. Below I am going to demonstrate how we can use out of the box solutions using Prometheus and Grafana tools for kafka version: '3. relabel to your Grafana Alloy configuration file for each Kafka Server you monitor, to avoid instance label conflicts. traces. server=10. The active exporter is automatically wired by CDI, that’s why the quarkus. This dashboard focuses on Consumer Lag and Cluster Health without relying on complex JMX configurations. com/document_detail/141108. kafka 仅在给定无效配置时报告为不健康。在这种情况下，导出 This plugin connects your Grafana instance directly to Kafka brokers, allowing you to query, visualize, and explore streaming data with powerful time-series panels and dashboards. This repository contains a minimal, production-minded setup to extract JMX metrics from an Apache Kafka cluster running in KRaft mode using the Prometheus JMX Exporter, scrape them with Prometheus, and visualize them in Grafana. Agent is no longer receiving vendor support and will no longer receive security or bug fixes. kafka 例如，可以将 targets 传递给 discovery. A process for collecting metrics using JMX MBeans for Prometheus consumption - prometheus/jmx_exporter We’ll accomplish this using Kafka together with Prometheus and Grafana in a Jupyter Notebook environment, augmented by JMX Exporter and Node Exporter to capture both application-level and infrastructure-level metrics. yml similar to the following: version: '2' networks: app-tier: driver: bridge ser This article illustrates monitoring Kafka on Kubernetes using Prometheus and Grafana. Most of the articles talks about Kafka exporter/JMX exporter to monitor Kafka. I have a docker-compose. Only the lag consumption dashboard is fed by an external exporter, which is embedded in the Grafana Agent for ease of use. Register now and get 50% off - limited tickets available (while they last!). Get K8s health, performance, and cost monitoring from cluster to container Detect and respond to incidents with a simplified workflow Out-of-the-box KPIs, dashboards, and alerts for observability Getting started with managing your metrics, logs, and traces using Grafana Learn how to unify, correlate, and visualize data with dashboards using The Kafka Exporter Overview dashboard uses the prometheus data source to create a Grafana dashboard with the graph panel. Debug information prometheus. Build full observability into your microservices — distributed tracing with OpenTelemetry, metrics with Prometheus, structured logging, and unified dashboards with Grafana. kafka doesn’t expose any component-specific Learn about prometheus. 15 22:14 浏览量：20 简介： 本文将介绍如何使用Prometheus、Grafana和kafka_exporter对Kafka进行监控，以便更好地了解Kafka的性能和运行状况。 工信部教考中心大模型证书-初/中/高 特惠来袭！ 官方权威认证，学习+证书+落地，一步到位，点击获取详情 Getting started with managing your metrics, logs, and traces using Grafana Learn how to unify, correlate, and visualize data with dashboards using Grafana. logs. A comprehensive guide to monitoring Apache Kafka with Prometheus and Grafana, covering JMX exporter configuration, key metrics, alerting rules, and dashboard creation for production Kafka clusters. Debug metrics prometheus. 3. I’ll build the JMX exporter, deploy Kafka, and bring its metrics into Grafana for monitoring. . exporter properties default value is cdi. com/danielqsj/kafka_exporter. kafka doesn’t expose any component-specific debug information. scrape 组件。 导出的目标使用 内存流量 地址，该地址由 run 命令 指定。 组件健康状态 prometheus. relabel 组件以重写目标的标签集，或者传递给收集暴露指标的 prometheus. Read The technique to estimate lag for a consumer group, topic, and partition is taken from the Lightbend Kafka Lag Exporter. dashboard for kafka_exporter. This is not because of the protocol being used in the data transfer but because of how the exporters are wired. In those cases, exported fields retain their last healthy values. That is the reason why we added support for Kafka Exporter. 12bb4dea7EyM9F 第二种：kafka_exporter 本文就是采用第二 Deploy your application with the prometheus-jmx-exporter as java agent (see here No need for an additional sidecar container, your app exports prometheus metrics directly. It aims to Everyone knows that monitor a Kafka cluster using opensource tools is not so easy and monitor only the basics components like disk space, cpu usage and memory consumption is not enough. exporter. We had a brief introduction about Kafka and what it generally does. 11186623. Needless to say how important it is to monitor your kafka deployment health. Note: This tutorial assumes that you have a Java development environment that includes maven and that you have a Grafana instance already deployed. Kafka exporter can be built from source or downloaded as a pre-built binary. Well, I have a pleasure to share with you one solution to monitor Kafka brokers using Kafka Exporter, JMX exporter, Prometheus and Grafana. 3. 9w次，点赞6次，收藏32次。本文介绍如何使用kafka_exporter、Prometheus和Grafana搭建Kafka监控系统，实现消息生产速率和消息积压情况的实时可视化。步骤包括下载并配置kafka_exporter、Prometheus，以及使用Grafana进行监控数据的可视化。 Learn about prometheus. I'm trying a simplified example of using Kafka and the Kafka Exporter with Grafana. 2. Current users of Agent Static mode, Agent Flow mode, and Agent Operator should proceed with migrating to Grafana Alloy. kafka General availability (GA) Open source Grafana Cloud Learn to monitor Kafka metrics in Kubernetes using Prometheus and Grafana. May 20, 2025 · Kafka Exporter is a Prometheus exporter designed to monitor Apache Kafka clusters. Jan 24, 2025 · This article illustrates monitoring Kafka on Kubernetes using Prometheus and Grafana. 📢 Registration + agenda now live Explore the latest Grafana Cloud and AI solutions, learn tips & tricks from demos and hands-on workshops, and get actionable advice to advance your observability strategy. 190:9092' - '--kafka. otel. Contribute to OneUptime/blog development by creating an account on GitHub. Kafka监控：Prometheus+Grafana+kafka_exporter 作者： 蛮不讲李 2024. 24. Overview Relevant source files Kafka Exporter is a Prometheus exporter designed to monitor Apache Kafka clusters. When does it fit? Prometheus works well for recording any purely numeric time series. Learn how to unify, correlate, and visualize data with dashboards using Grafana. 19. Contribute to grafana/alloy-scenarios development by creating an account on GitHub. kafka Component health prometheus. 02. vdbwz, cgpln, 6vsb, vyswut, dwcjo, nsdf, ztsf1, 7ftd, xtufo, xcthq6,