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README
Apache-2.0

A general-purpose streaming big data statistics system.
Easier to use, supports a larger amount of data, and can complete more statistical indicators faster.

LICENSE Language repository website GitHub release GitHub release date

一键部署,一行代码接入,无需大数据研发运维经验,轻松驾驭海量数据实时统计。

支撑百万量级数据指标,帮助企业低成本搭建数据化运营体系。

概述

  • XL-LightHouse是针对繁杂的数据统计需求而开发的一套集成了数据写入、数据运算和数据可视化等一系列功能,支持超大数据量,支持超高并发的【通用型流式大数据统计系统】。
  • XL-LightHouse目前已涵盖了各种流式数据统计场景,包括count、sum、max、min、avg、distinct、topN/lastN等多种运算,支持多维度计算,支持分钟级、小时级、天级多个时间粒度的统计,支持自定义统计周期的配置。
  • XL-LightHouse内置丰富的转化类函数、支持表达式解析,可以满足各种复杂的条件筛选和逻辑判断。
  • XL-LightHouse提供了完善的可视化查询功能,对外提供API查询接口,此外还包括数据指标管理、权限管理、统计限流等多种功能。
  • XL-LightHouse支持时序性数据的存储和查询。

项目特点

通用型流式数据统计或许是唯一一种有可能支撑百万量级数据指标,而成本仍可控制在企业可承受范围之内的技术。目前业内广泛采用的以实时计算、离线计算、OLAP为主的技术方案都太过于臃肿和笨重,如果替换为以通用型流式数据统计为主,以其他技术方案为辅的实现方式可大幅降低企业成本。XL-LightHouse期望使用更为轻巧和实用的技术方案应对繁琐的数据统计问题。

  • XL-LightHouse可以短时间内快速实现庞大量级数据指标,而这是Flink、Spark、ClickHouse、Doris之类技术所不能比拟的;
  • 一套系统三种用途,可作为:通用型流式大数据统计系统、数据指标管理系统和数据指标可视化系统。
  • 对单个流式统计场景的数据量无限制,可以非常庞大,也可以非常稀少,既可以使用它完成十亿级用户量APP的DAU统计、十几万台服务器的运维监控、一线互联网大厂数据量级的日志统计、也可以用它来统计一天只有零星几次的接口调用量、耗时状况;
  • 支持高并发查询统计结果;
  • 轻量级使用,一键部署、一行代码接入、普通工程人员即可轻松驾驭;

有希望使用XL-LightHouse的用户,可添加本人微信,提供免费一对一技术支持。如果在部署、使用过程中遇到任何问题,请及时提issue,本人会第一时间处理。

Hello World

使用场景演示

XL-LightHouse与Flink和ClickHouse之类技术对比

一键部署

Web端演示站点

演示站点:http://119.91.203.220:19232/ 测试账号:admin,密码:123456

Web端部分功能预览

XL-LightHouse XL-LightHouse XL-LightHouse XL-LightHouse XL-LightHouse XL-LightHouse XL-LightHouse

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简介

XL-LightHouse是一套支持超大数据量、支持超高并发的通用型流式大数据统计系统。常见的应用场景包括:PV、UV统计;电商销售额、下单用户数统计;日志量统计;接口调用量、异常量、耗时情况统计;服务器运维指标监控等功能。系统支持多维度统计,支持各种复杂的条件筛选和逻辑判断,一键部署,一行代码接入,轻松实现各种海量数据实时统计,帮助企业以更低的成本快速搭建起数据指标体系,是企业降本增效的好帮手! 展开 收起
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