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DataEase


人人可用的开源 BI 工具



License: GPL v3
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dataease%2Fdataease | Trendshift


什么是 DataEase?

DataEase 是开源的 BI 工具,帮助用户快速分析数据并洞察业务趋势,从而实现业务的改进与优化。DataEase 支持丰富的数据源连接,能够通过拖拉拽方式快速制作图表,并可以方便的与他人分享。

DataEase 的优势:

  • 开源开放:零门槛,线上快速获取和安装,按月迭代;
  • 简单易用:极易上手,通过鼠标点击和拖拽即可完成分析;
  • 全场景支持:多平台安装和多样化嵌入支持;
  • 安全分享:支持多种数据分享方式,确保数据安全;
  • AI 加持:无缝集成 SQLBot 实现智能问数。

DataEase 支持的数据源:

  • OLTP 数据库: MySQL、Oracle、SQL Server、PostgreSQL、MariaDB、Db2、TiDB、MongoDB-BI 等;
  • OLAP 数据库: ClickHouse、Apache Doris、Apache Impala、StarRocks 等;
  • 数据仓库/数据湖: Amazon RedShift 等;
  • 数据文件: Excel、CSV 等;
  • API 数据源。

如果您需要向团队介绍 DataEase,可以使用这个 官方 PPT 材料,或者购买由华东师大和 DataEase 联合出品的图书: 《数据可视化分析与实践》。

快速开始

桌面版:

你可以在 PC 上安装 DataEasae 桌面版,下载地址为:https://dataease.cn/desktop/index.html

服务器版:

# 准备一台 2 核 4G 以上的 Linux 服务器,并以 root 用户运行以下一键安装脚本:

curl -sSL https://dataease.oss-cn-hangzhou.aliyuncs.com/quick_start_v2.sh | bash

# 用户名: admin
# 密码: DataEase@123456

你也可以通过 1Panel 应用商店 快速部署 DataEase。如果是用于生产环境,推荐使用 离线安装包方式 进行安装部署。

如你有更多问题,可以查看在线文档,或者通过论坛和交流群与我们交流。

image

UI 展示

DataEase 工作台 DataEase 仪表板
DataEase 数据源 DataEase 模板中心

技术栈

飞致云的其他明星项目

  • 1Panel - 现代化、开源的 Linux 服务器运维管理面板
  • MaxKB - 基于 LLM 大语言模型的开源知识库问答系统
  • JumpServer - 广受欢迎的开源堡垒机
  • Cordys CRM - 新一代的开源 AI CRM 系统
  • Halo - 强大易用的开源建站工具
  • MeterSphere - 新一代的开源持续测试工具

License

打包过程

前端打包 (整个过程非常耗内存,所以前后端分开打包)

node --max_old_space_size=6144 --optimize_for_size ./node_modules/vite/bin/vite.js build --mode distributed && npm run build:flush

后端打包

# 进入你的本地仓库
cd /var/cache/maven_repo/org/apache/calcite/

# 删掉所有官方版本和不完整的定制版(保险起见全部清空,让它重新拉)
rm -rf calcite-core/
rm -rf calcite-linq4j/
rm -rf avatica/

#在core-backend中pom.xml内,增加以下dependency:
                <dependency>
                    <groupId>org.apache.calcite.avatica</groupId>
                    <artifactId>avatica-core</artifactId>
                    <version>1.23.0</version>
                </dependency>
                <dependency>
                    <groupId>com.googlecode.json-simple</groupId>
                    <artifactId>json-simple</artifactId>
                    <version>1.1.1</version>
                </dependency>
                <dependency>
                    <groupId>org.apache.calcite</groupId>
                    <artifactId>calcite-linq4j</artifactId>
                    <version>1.23.0</version>
                </dependency>

1. 安装定制版 Calcite Core (1.35.24-de)
注意:根据 DataEase 的 GAV 坐标习惯,版本号通常是 1.35.24,而 de 是作为 classifier(分类器)存在的。

Bash
mvn install:install-file \
  -Dfile=./dataease-install/calcite-core-1.35.24-de.jar \
  -DgroupId=org.apache.calcite \
  -DartifactId=calcite-core \
  -Dversion=1.35.24 \
  -Dclassifier=de \
  -Dpackaging=jar
2. 安装配套的 Avatica Core (1.23.0)
Bash
mvn install:install-file \
  -Dfile=./dataease-install/avatica-core-1.23.0.jar \
  -DgroupId=org.apache.calcite.avatica \
  -DartifactId=avatica-core \
  -Dversion=1.23.0 \
  -Dpackaging=jar
3. 安装 Linq4j (1.35.0)
注意:这里有一个潜在的隐患。DataEase 的 core-de-1.35.24 通常需要配套的 linq4j-de 版本。如果你手头只有官方版的 1.35.0,可能会再次触发之前的 repeatUnion 方法找不到的错误。但我们可以先安装试试:

Bash
mvn install:install-file \
  -Dfile=./dataease-install/calcite-linq4j-1.35.0.jar \
  -DgroupId=org.apache.calcite \
  -DartifactId=calcite-linq4j \
  -Dversion=1.35.0 \
  -Dpackaging=jar
4. 安装后的目录结构是什么样的?
执行完上述命令后,Maven 会在你的本地仓库 /var/cache/maven_repo 中自动生成如下结构(以 calcite-core 为例):

Plaintext
/var/cache/maven_repo/org/apache/calcite/calcite-core/
└── 1.35.24/
    ├── calcite-core-1.35.24.pom          <-- 自动生成的索引
    ├── calcite-core-1.35.24-de.jar       <-- 你的定制 Jar
    └── _remote.repositories              <-- 标记来源
5. 关键提醒:检查你的 POM 文件引用
安装完成后,请确保你代码里的 pom.xml 引用方式与安装命令中的参数完全对齐。

对于定制版 Calcite,依赖配置应该长这样:

XML
<dependency>
    <groupId>org.apache.calcite</groupId>
    <artifactId>calcite-core</artifactId>
    <version>1.35.24</version>
    <classifier>de</classifier> </dependency>                
                
## 执行                
mvn clean package -DskipTests -pl core-backend -am  
#### -pl core-backend: 仅构建指定的后端模块。
#### -am: (Also Make) 自动构建后端所依赖的其他本地模块(如 api-base 等)。
cd /Public/dataease/2.10/
# 在这里执行构建,Maven 才能加载到完整的 dependencyManagement
mvn clean install -DskipTests -N  # 先快速安装根节点,不递归子模块
cd core
mvn clean package -DskipTests -pl core-backend -am

调试

java -agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005 -jar your-app.jar
java -agentlib:jdwp=transport=dt_socket,server=y,suspend=y,address=*:5005 -jar your-app.jar
参数详细解析:
transport=dt_socket:使用套接字传输。
server=y:开启调试服务器,等待调试器连接。
suspend=n:关键参数。n 表示程序启动后立即运行;如果你想调试启动阶段(比如特定的 init 方法或 Schema 注册过程),请改为 suspend=y,这样程序会停在启动首行,直到你用 IDEA 连接上去才会继续。
address=*:5005:监听 5005 端口。* 表示允许任何 IP 连接(如果是远程调试必加)。

=======

dataez

dataease

cce85ae68e917f3422992c2e331347ed72b3cf22

编辑 | blame | 历史 | 原始文档

Contributing

As a contributor, you should agree that:

a. The producer can adjust the open-source agreement to be more strict or relaxed as deemed necessary.
b. Your contributed code may be used for commercial purposes, including but not limited to its cloud business operations.

Create pull request

PR are always welcome, even if they only contain small fixes like typos or a few lines of code. If there will be a significant effort, please document it as an issue and get a discussion going before starting to work on it.

Please submit a PR broken down into small changes' bit by bit. A PR consisting of a lot of features and code changes may be hard to review. It is recommended to submit PRs in an incremental fashion.

This development guideline contains information about repository structure, how to set up development environment, how to run it, and more.

Note: If you split your pull request to small changes, please make sure any of the changes goes to master will not break anything. Otherwise, it can not be merged until this feature complete.

Report issues

It is a great way to contribute by reporting an issue. Well-written and complete bug reports are always welcome! Please open an issue and follow the template to fill in required information.

Before opening any issue, please look up the existing issues to avoid submitting a duplication.
If you find a match, you can "subscribe" to it to get notified on updates. If you have additional helpful information about the issue, please leave a comment.

When reporting issues, always include:

  • Which version you are using.
  • Steps to reproduce the issue.
  • Snapshots or log files if needed

Because the issues are open to the public, when submitting files, be sure to remove any sensitive information, e.g. username, password, IP address, and company name. You can
replace those parts with "REDACTED" or other strings like "****".

编辑 | blame | 历史 | 原始文档
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restriction, you may remove that term.  If a license document contains
a further restriction but permits relicensing or conveying under this
License, you may add to a covered work material governed by the terms
of that license document, provided that the further restriction does
not survive such relicensing or conveying.

  If you add terms to a covered work in accord with this section, you
must place, in the relevant source files, a statement of the
additional terms that apply to those files, or a notice indicating
where to find the applicable terms.

  Additional terms, permissive or non-permissive, may be stated in the
form of a separately written license, or stated as exceptions;
the above requirements apply either way.

  8. Termination.

  You may not propagate or modify a covered work except as expressly
provided under this License.  Any attempt otherwise to propagate or
modify it is void, and will automatically terminate your rights under
this License (including any patent licenses granted under the third
paragraph of section 11).

  However, if you cease all violation of this License, then your
license from a particular copyright holder is reinstated (a)
provisionally, unless and until the copyright holder explicitly and
finally terminates your license, and (b) permanently, if the copyright
holder fails to notify you of the violation by some reasonable means
prior to 60 days after the cessation.

  Moreover, your license from a particular copyright holder is
reinstated permanently if the copyright holder notifies you of the
violation by some reasonable means, this is the first time you have
received notice of violation of this License (for any work) from that
copyright holder, and you cure the violation prior to 30 days after
your receipt of the notice.

  Termination of your rights under this section does not terminate the
licenses of parties who have received copies or rights from you under
this License.  If your rights have been terminated and not permanently
reinstated, you do not qualify to receive new licenses for the same
material under section 10.

  9. Acceptance Not Required for Having Copies.

  You are not required to accept this License in order to receive or
run a copy of the Program.  Ancillary propagation of a covered work
occurring solely as a consequence of using peer-to-peer transmission
to receive a copy likewise does not require acceptance.  However,
nothing other than this License grants you permission to propagate or
modify any covered work.  These actions infringe copyright if you do
not accept this License.  Therefore, by modifying or propagating a
covered work, you indicate your acceptance of this License to do so.

  10. Automatic Licensing of Downstream Recipients.

  Each time you convey a covered work, the recipient automatically
receives a license from the original licensors, to run, modify and
propagate that work, subject to this License.  You are not responsible
for enforcing compliance by third parties with this License.

  An "entity transaction" is a transaction transferring control of an
organization, or substantially all assets of one, or subdividing an
organization, or merging organizations.  If propagation of a covered
work results from an entity transaction, each party to that
transaction who receives a copy of the work also receives whatever
licenses to the work the party's predecessor in interest had or could
give under the previous paragraph, plus a right to possession of the
Corresponding Source of the work from the predecessor in interest, if
the predecessor has it or can get it with reasonable efforts.

  You may not impose any further restrictions on the exercise of the
rights granted or affirmed under this License.  For example, you may
not impose a license fee, royalty, or other charge for exercise of
rights granted under this License, and you may not initiate litigation
(including a cross-claim or counterclaim in a lawsuit) alleging that
any patent claim is infringed by making, using, selling, offering for
sale, or importing the Program or any portion of it.

  11. Patents.

  A "contributor" is a copyright holder who authorizes use under this
License of the Program or a work on which the Program is based.  The
work thus licensed is called the contributor's "contributor version".

  A contributor's "essential patent claims" are all patent claims
owned or controlled by the contributor, whether already acquired or
hereafter acquired, that would be infringed by some manner, permitted
by this License, of making, using, or selling its contributor version,
but do not include claims that would be infringed only as a
consequence of further modification of the contributor version.  For
purposes of this definition, "control" includes the right to grant
patent sublicenses in a manner consistent with the requirements of
this License.

  Each contributor grants you a non-exclusive, worldwide, royalty-free
patent license under the contributor's essential patent claims, to
make, use, sell, offer for sale, import and otherwise run, modify and
propagate the contents of its contributor version.

  In the following three paragraphs, a "patent license" is any express
agreement or commitment, however denominated, not to enforce a patent
(such as an express permission to practice a patent or covenant not to
sue for patent infringement).  To "grant" such a patent license to a
party means to make such an agreement or commitment not to enforce a
patent against the party.

  If you convey a covered work, knowingly relying on a patent license,
and the Corresponding Source of the work is not available for anyone
to copy, free of charge and under the terms of this License, through a
publicly available network server or other readily accessible means,
then you must either (1) cause the Corresponding Source to be so
available, or (2) arrange to deprive yourself of the benefit of the
patent license for this particular work, or (3) arrange, in a manner
consistent with the requirements of this License, to extend the patent
license to downstream recipients.  "Knowingly relying" means you have
actual knowledge that, but for the patent license, your conveying the
covered work in a country, or your recipient's use of the covered work
in a country, would infringe one or more identifiable patents in that
country that you have reason to believe are valid.

  If, pursuant to or in connection with a single transaction or
arrangement, you convey, or propagate by procuring conveyance of, a
covered work, and grant a patent license to some of the parties
receiving the covered work authorizing them to use, propagate, modify
or convey a specific copy of the covered work, then the patent license
you grant is automatically extended to all recipients of the covered
work and works based on it.

  A patent license is "discriminatory" if it does not include within
the scope of its coverage, prohibits the exercise of, or is
conditioned on the non-exercise of one or more of the rights that are
specifically granted under this License.  You may not convey a covered
work if you are a party to an arrangement with a third party that is
in the business of distributing software, under which you make payment
to the third party based on the extent of your activity of conveying
the work, and under which the third party grants, to any of the
parties who would receive the covered work from you, a discriminatory
patent license (a) in connection with copies of the covered work
conveyed by you (or copies made from those copies), or (b) primarily
for and in connection with specific products or compilations that
contain the covered work, unless you entered into that arrangement,
or that patent license was granted, prior to 28 March 2007.

  Nothing in this License shall be construed as excluding or limiting
any implied license or other defenses to infringement that may
otherwise be available to you under applicable patent law.

  12. No Surrender of Others' Freedom.

  If conditions are imposed on you (whether by court order, agreement or
otherwise) that contradict the conditions of this License, they do not
excuse you from the conditions of this License.  If you cannot convey a
covered work so as to satisfy simultaneously your obligations under this
License and any other pertinent obligations, then as a consequence you may
not convey it at all.  For example, if you agree to terms that obligate you
to collect a royalty for further conveying from those to whom you convey
the Program, the only way you could satisfy both those terms and this
License would be to refrain entirely from conveying the Program.

  13. Use with the GNU Affero General Public License.

  Notwithstanding any other provision of this License, you have
permission to link or combine any covered work with a work licensed
under version 3 of the GNU Affero General Public License into a single
combined work, and to convey the resulting work.  The terms of this
License will continue to apply to the part which is the covered work,
but the special requirements of the GNU Affero General Public License,
section 13, concerning interaction through a network will apply to the
combination as such.

  14. Revised Versions of this License.

  The Free Software Foundation may publish revised and/or new versions of
the GNU General Public License from time to time.  Such new versions will
be similar in spirit to the present version, but may differ in detail to
address new problems or concerns.

  Each version is given a distinguishing version number.  If the
Program specifies that a certain numbered version of the GNU General
Public License "or any later version" applies to it, you have the
option of following the terms and conditions either of that numbered
version or of any later version published by the Free Software
Foundation.  If the Program does not specify a version number of the
GNU General Public License, you may choose any version ever published
by the Free Software Foundation.

  If the Program specifies that a proxy can decide which future
versions of the GNU General Public License can be used, that proxy's
public statement of acceptance of a version permanently authorizes you
to choose that version for the Program.

  Later license versions may give you additional or different
permissions.  However, no additional obligations are imposed on any
author or copyright holder as a result of your choosing to follow a
later version.

  15. Disclaimer of Warranty.

  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.

  16. Limitation of Liability.

  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
SUCH DAMAGES.

  17. Interpretation of Sections 15 and 16.

  If the disclaimer of warranty and limitation of liability provided
above cannot be given local legal effect according to their terms,
reviewing courts shall apply local law that most closely approximates
an absolute waiver of all civil liability in connection with the
Program, unless a warranty or assumption of liability accompanies a
copy of the Program in return for a fee.

                     END OF TERMS AND CONDITIONS

            How to Apply These Terms to Your New Programs

  If you develop a new program, and you want it to be of the greatest
possible use to the public, the best way to achieve this is to make it
free software which everyone can redistribute and change under these terms.

  To do so, attach the following notices to the program.  It is safest
to attach them to the start of each source file to most effectively
state the exclusion of warranty; and each file should have at least
the "copyright" line and a pointer to where the full notice is found.

    
    Copyright (C)   

    This program is free software: you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU General Public License for more details.

    You should have received a copy of the GNU General Public License
    along with this program.  If not, see <https://www.gnu.org/licenses/>.

Also add information on how to contact you by electronic and paper mail.

  If the program does terminal interaction, make it output a short
notice like this when it starts in an interactive mode:

      Copyright (C)   
    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
    This is free software, and you are welcome to redistribute it
    under certain conditions; type `show c' for details.

The hypothetical commands `show w' and `show c' should show the appropriate
parts of the General Public License.  Of course, your program's commands
might be different; for a GUI interface, you would use an "about box".

  You should also get your employer (if you work as a programmer) or school,
if any, to sign a "copyright disclaimer" for the program, if necessary.
For more information on this, and how to apply and follow the GNU GPL, see
<https://www.gnu.org/licenses/>.

  The GNU General Public License does not permit incorporating your program
into proprietary programs.  If your program is a subroutine library, you
may consider it more useful to permit linking proprietary applications with
the library.  If this is what you want to do, use the GNU Lesser General
Public License instead of this License.  But first, please read
<https://www.gnu.org/licenses/why-not-lgpl.html>.
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CODE_OF_CONDUCT 5 KB
CONTRIBUTING 2 KB
README 12 KB
SECURITY 322 b
core/core-frontend/README 1 KB
docs/README.ar 6 KB
docs/README.de 5 KB
docs/README.en 5 KB
docs/README.es 5 KB
docs/README.fr 5 KB
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docs/README.ja 6 KB
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docs/README.tr 5 KB
docs/README.zh-Hant 7 KB
docs/use-cases 3 KB
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