HouseWatch

HouseWatch

开源ClickHouse集群监控与管理工具

HouseWatch是专为ClickHouse集群开发的开源监控管理工具。它提供集群负载和性能概览、查询分析、日志搜索功能,支持监控和终止运行中的查询,分析磁盘使用情况,并具备直观的查询界面。该工具还能进行后台操作管理,自动回滚失败操作,有助于ClickHouse用户优化集群性能和解决问题。

ClickHouse监控工具性能分析集群管理开源项目Github
<p align="center"> <img src="./banner-light.png"> </p> <p align="center"> <img src="./overview.png"> </p>

📈 Open source tool for monitoring and managing ClickHouse clusters

  • Get an overview of cluster load and performance
  • Drill down into your queries and understand the load they put on your cluster
  • Search through logs and errors
  • Monitor and kill running queries with the click of a button
  • Get stats on your disk usage per node, and understand how much disk space tables, columns, and parts take up
  • Run your own queries straight from the interface to further dig into performance and cluster issues
  • Setup operations to run in the background with automatic rollbacks for failures

💻 Deploy

To deploy HouseWatch, clone this repo and then run the following, substituting the environment variables for the relevant values of one of your ClickHouse instances:

SITE_ADDRESS=<SITE_ADDRESS> \ CLICKHOUSE_HOST=localhost \ CLICKHOUSE_CLUSTER=mycluster \ CLICKHOUSE_USER=default \ CLICKHOUSE_PASSWORD=xxxxxxxxxxx \ docker compose -f docker-compose.yml up

SITE_ADDRESS here is the address that the UI will be running on. It can be a domain name or simply a port like :80.

After running the above, the UI will be running on the address you specified. This will be something like http://localhost if you used :80 for your SITE_ADDRESS above. I would think twice about exposing this to the internet, as it is not currently secured in any way.

<details> <summary>Read more</summary> <br />

The following are the supported environment variables for configuring your HouseWatch deployment:

  • CLICKHOUSE_HOST: Required - hostname of the instance to connect to.
  • CLICKHOUSE_USER: Required - username to access ClickHouse. Can be a read-only user, but in that case not all features will work.
  • CLICKHOUSE_PASSWORD: Required - password for the specified user.
  • CLICKHOUSE_DATABASE: Optional - database to connect to by default.
  • CLICKHOUSE_CLUSTER: Optional - cluster name, to analyze data from the whole cluster.
  • CLICKHOUSE_SECURE: Optional - see clickhouse-driver docs for more information
  • CLICKHOUSE_VERIFY: Optional - see clickhouse-driver docs for more information
  • CLICKHOUSE_CA: Optional - see clickhouse-driver docs for more information
  • OPENAI_API_KEY: Optional - enables the experimental "AI Tools" page, which currently features a natural language query editor
  • OPENAI_MODEL: Optional - a valid OpenAI model (e.g. gpt-3.5-turbo, gpt-4) that you have access to with the key above to be used for the AI features
</details>

🏡 Running locally

To run HouseWatch locally along with a local ClickHouse instance, execute:

docker compose -f docker-compose.dev.yml up -d

then go to http://localhost:8080

💡 Motivation

At PostHog we manage a few large ClickHouse clusters and found ourselves in need of a tool to monitor and manage these more easily.

ClickHouse is fantastic at introspection, providing a lot of metadata about the system in its system tables so that it can be easily queried. However, knowing exactly how to query and parse the available information can be a difficult task. Over the years at PostHog, we've developed great intuition for how to debug ClickHouse issues using ClickHouse, and HouseWatch is the compilation of this knowledge into a tool.

Beyond monitoring, we also built internal systems and processes for managing the clusters that spanned various platforms. We would use Grafana to look at metrics, SSH into nodes for running operations and using specialized tooling, query via Metabase to dig deeper into the data in the system tables and create dashboards, and then a combination of tools baked into the PostHog product for further debugging and streamlined operations such as our async migrations tool, and internal views for listing queries and analyzing their performance.

As a result, we felt it was appropriate to have these tools live in one place. Ultimately, our vision for HouseWatch is that it can both serve the purpose of a pganalyze for the ClickHouse ecosystem, while also including tooling for taking action on insights derived from the analysis.

🏗️ Status of the project

HouseWatch is in its early days and we have a lot more features in mind that we'd like to build into it going forward. The code could also use some cleaning up :) As of right now, it is considered Beta software and you should exercise caution when using it in production.

One potential approach is to connect HouseWatch to ClickHouse using a read-only user. In this case, the cluster management features will not work (e.g. operations, query editor), but the analysis toolset will function normally.

HouseWatch was created and is maintained by PostHog and yakkomajuri.

ℹ️ Contributing

Contributions are certainly welcome! However, if you'd like to build a new feature, please open up an issue first.

⭐ Features

<h2 align="center">Query performance</h3> <div style="display: flex"> <img src="./slow-queries.png" width="48%"> <img src="./normalized-query.png" width="48%"> </div> <div style="display: flex"> <img src="./query-stats.png" width="48%"> <img src="./explain.png" width="48%"> </div> <br /> <h2 align="center">Schema stats</h3> <div style="display: flex"> <img src="./schema.png" width="48%"> <img src="./schema-drilldown.png" width="48%"> </div> <br /> <h2 align="center">Query benchmarking</h3> <div style="display: flex"> <img src="./benchmark1.png" width="48%"> <img src="./benchmark2.png" width="48%"> </div> <br /> <h2 align="center">Logs</h3> <p align="center"> <img src="./logs.png" align="center"> </p> <br /> <h2 align="center">Query editor</h3> <p align="center"> <img src="./query-editor.png"> </p> <br /> <h2 align="center">Disk usage</h3> <p align="center"> <img src="./disk-usage.png"> </p> <br /> <h2 align="center">Errors</h3> <p align="center"> <img src="./errors.png"> </p> <br /> <h2 align="center">Operations</h3> <p align="center"> <img src="./operations.png"> </p>

🗒️ To-do list

A public list of things we intend to do with HouseWatch in the near future.

<details> <summary>See list</summary> <br />

<b>Features</b>

  • System issues tab
  • EXPLAIN visualizer
  • Multiple instance support
  • Stats on page cache hit percentage
  • Make operations resilient to Celery going down (as we do in PostHog with async migrations)
  • Read-only mode
  • Button to force refresh running queries list
  • Logs pagination
  • Allow copying example queries
  • Configurable time ranges
  • Whole cluster schema stats
  • More operation controls: view, delete, edit, re-run, display errors

<b>Developer experience</b>

  • Configure instance from UI
  • Publish a Docker image
  • Development docker-compose.yml with baked in ClickHouse

<b>Cleanup</b>

  • Extract README images out of repo
  • Make banner subtitle work on dark mode
  • Fetch data independently on the query analyzer
  • Breakpoint for logs search
  • Run Django "production server"
  • Write tests :)
  • Query editor pipe all errors to client
  • Abstraction to load data from API as JSON
</details>

编辑推荐精选

TRAE编程

TRAE编程

AI辅助编程,代码自动修复

Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。

AI工具TraeAI IDE协作生产力转型热门
商汤小浣熊

商汤小浣熊

最强AI数据分析助手

小浣熊家族Raccoon,您的AI智能助手,致力于通过先进的人工智能技术,为用户提供高效、便捷的智能服务。无论是日常咨询还是专业问题解答,小浣熊都能以快速、准确的响应满足您的需求,让您的生活更加智能便捷。

imini AI

imini AI

像人一样思考的AI智能体

imini 是一款超级AI智能体,能根据人类指令,自主思考、自主完成、并且交付结果的AI智能体。

Keevx

Keevx

AI数字人视频创作平台

Keevx 一款开箱即用的AI数字人视频创作平台,广泛适用于电商广告、企业培训与社媒宣传,让全球企业与个人创作者无需拍摄剪辑,就能快速生成多语言、高质量的专业视频。

即梦AI

即梦AI

一站式AI创作平台

提供 AI 驱动的图片、视频生成及数字人等功能,助力创意创作

扣子-AI办公

扣子-AI办公

AI办公助手,复杂任务高效处理

AI办公助手,复杂任务高效处理。办公效率低?扣子空间AI助手支持播客生成、PPT制作、网页开发及报告写作,覆盖科研、商业、舆情等领域的专家Agent 7x24小时响应,生活工作无缝切换,提升50%效率!

蛙蛙写作

蛙蛙写作

AI小说写作助手,一站式润色、改写、扩写

蛙蛙写作—国内先进的AI写作平台,涵盖小说、学术、社交媒体等多场景。提供续写、改写、润色等功能,助力创作者高效优化写作流程。界面简洁,功能全面,适合各类写作者提升内容品质和工作效率。

AI辅助写作AI工具蛙蛙写作AI写作工具学术助手办公助手营销助手AI助手
问小白

问小白

全能AI智能助手,随时解答生活与工作的多样问题

问小白,由元石科技研发的AI智能助手,快速准确地解答各种生活和工作问题,包括但不限于搜索、规划和社交互动,帮助用户在日常生活中提高效率,轻松管理个人事务。

热门AI助手AI对话AI工具聊天机器人
Transly

Transly

实时语音翻译/同声传译工具

Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。

讯飞智文

讯飞智文

一键生成PPT和Word,让学习生活更轻松

讯飞智文是一个利用 AI 技术的项目,能够帮助用户生成 PPT 以及各类文档。无论是商业领域的市场分析报告、年度目标制定,还是学生群体的职业生涯规划、实习避坑指南,亦或是活动策划、旅游攻略等内容,它都能提供支持,帮助用户精准表达,轻松呈现各种信息。

AI办公办公工具AI工具讯飞智文AI在线生成PPTAI撰写助手多语种文档生成AI自动配图热门
下拉加载更多