# pinusdb **Repository Path**: brucelut/pinusdb ## Basic Information - **Project Name**: pinusdb - **Description**: 松果时序数据库(pinusdb)以简单、易用、高性能为目标、开源的时序数据库,支持Linux及Windows, Time Series Database - **Primary Language**: C++ - **License**: GPL-3.0 - **Default Branch**: master - **Homepage**: http://www.pinusdb.cn - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 45 - **Created**: 2022-01-08 - **Last Updated**: 2022-01-08 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # 松果时序数据库(pinusdb) 松果时序数据库是一款针对中小规模(设备数少于10万台,每天产生的数据量少于10亿条)场景设计的时序数据库。以简单、易用、高性能为设计目标。使用SQL语句进行交互,拥有极低的学习、使用成本, 提供了丰富的功能、较高的性能。 我们的目标是成为最简单、易用、健壮的单机时序数据库。 ## 1. 文档 ### 1.1 使用手册 [松果时序数据库-用户手册](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_user_manual.md) ### 1.2 二次开发 目前松果时序数据库提供c/c++ SDK, .Net SDK, jdbc 驱动,未来还会支持restful及更多的二次开发接口。 [松果时序数据库-C/C++_SDK](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_c_sdk.md) [符合ADO.NET标准的.NET_SDK](https://gitee.com/maikebing/PinusDB.Data) [松果时序数据库-.Net_SDK](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_dotnet_sdk.md) [松果时序数据库-JDBC_SDK](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_jdbc.md) ### 1.3 部署配置 [松果时序数据库-Windows安装部署](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_windows_install.md) [松果时序数据库-管理工具使用手册](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_manage.md) ### 1.4 内部设计 ### 1.5 其他文档 [松果时序数据库-最佳实践](https://gitee.com/pinusdb/pinusdb/blob/master/doc/pinusdb_best_practice.md) ## 2. 性能 在i3-7100, 8G 内存,1TB HDD windows server 2016 环境下,每条数据8个字段,达到每秒20万条数据写入。 最高数据扫描、统计达到5000万条每秒。 历史数据整理后压缩,每个设备的数据顺序存放,极大提供数据查询性能。 ## 3. 压缩 松果时序数据库先将整数、浮点数按照差值压缩,然后将数据块以zlib压缩,极大提高压缩率。 不仅如此,我们还提供将浮点数按倍数放大后存储为整数,从而提高浮点数的压缩率。用户使用时以浮点数使用即可。 real2 -> 倍数100, 取值范围[-999,999,999.99 ~ +999,999,999.99] real3 -> 倍数1000, 取值范围[-999,999,999.999 ~ +999,999,999.999] real4 -> 倍数10000, 取值范围[-999,999,999.9999 ~ +999,999,999.9999] real6 -> 倍数1000000, 取值范围[-999,999,999.999999 ~ +999,999,999.999999] ## 4. 容量 在松果时序数据库中,每个表每天的数据存储为一个文件,超过写入时间窗口的文件会被压缩。 所以,数据容量仅限于服务器存储的容量,并且在大容量下还能保持极高的数据读取性能。 并且,用户可以对数据文件进行管理(分离、附加、删除)等操作,方便对数据进行备份。 ## 5. 数据安全性 数据写入松果时序数据库中,首先会写commit日志,commit日志每3秒或写满64KB会刷一次磁盘,所以意外宕机,或服务器断电后只会丢失较少的数据。 松果时序数据库写数据文件时使用doublewrite,保证写入数据页时发送断电数据文件和数据页也不会损坏。 # 交流 若您需要帮助或希望给我们反馈信息,请提交Issue或发送邮件到: zhangqhn@foxmail.com # 赞助 松果时序数据库所有功能都开源,您可以免费使用。由于产品的更新、升级也需要资金,所以我们提供如下的收费服务,若您有需要可以联系我们: 1. 如果您有需要使用时序数据库产品的项目,我们可以给您提供技术方案的咨询等。 2. 如果您正在使用松果时序数据库的产品,我们可以给您提供技术支持、维护、升级等。 3. 如果您想了解我们数据库内部的实现原理,我们可以给您提供对应的培训。 4. 如果您的需求比较特别,我们可以为您提供数据库的定制服务。 当然,如果您觉得我们的产品不错,想鼓励一下,希望我们继续更新、升级,也可以通过微信扫码打赏来支持一下,就当请我们喝杯咖啡 : ) ![image][pdb_support] [pdb_support]:data:image/png;base64,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