https://github.com/frootlab/deet
Universal Data Mapper and SQL-Database Engine
https://github.com/frootlab/deet
data-warehouse database database-proxy enterprise-data-architecture orm-framework python sql sql-database
Last synced: 26 days ago
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Universal Data Mapper and SQL-Database Engine
- Host: GitHub
- URL: https://github.com/frootlab/deet
- Owner: frootlab
- License: gpl-3.0
- Created: 2019-02-08T11:06:14.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-10-19T12:13:25.000Z (over 6 years ago)
- Last Synced: 2025-10-28T11:59:58.708Z (7 months ago)
- Topics: data-warehouse, database, database-proxy, enterprise-data-architecture, orm-framework, python, sql, sql-database
- Language: Python
- Homepage: https://www.frootlab.org/deet
- Size: 279 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 24
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
Vivid DB
========
[](https://travis-ci.org/frootlab/deet)
[](https://deet.readthedocs.io/en/latest/?badge=latest)
[](https://badge.fury.io/py/deet)
*Vivid DB* (alias *Deet*) is a universal data mapper and SQL-Database engine, that
implements high-performance and security requirements for large-scale enterprise
analytical applications.
The primary goal of Deet is to separate data integration and data analysis
into independent tasks, by providing a universal data interface for machine
learning- and data analysis applications. To achieve this goal, Deet
implements the two fundamental layers of a data warehouse:
The *integration layer* of Deet utilizes
[SQLAlchemy](https://www.sqlalchemy.org) to allow it\'s connection to a variety
of SQL-Databases (e.g. IBM DB2, Oracle, SAP, MS-SQL, MS-Access, Firebird,
Sybase, MySQL, Postgresql, SQLite, etc.). Thereupon it provides native support
for flat file databases (e.g. CSV-Tables, R-Table exports), laboratory
measurements and data generators.
The *staging layer* of Deet is implemented as a native SQL-Database engine,
featuring a DB-API 2.0 interface with full SQL:2016 support, a vertical data
storage manager and real-time encryption. This allows the data analysis
application to integrate a variety of different data sources, by using a unified
data interface (and SQL dialect).
Deet is open source, based on the
[Python](https://www.python.org/) programming language and actively developed as
a component of the [Vivid Code](https://www.frootlab.org/vivid) framework
at [Frootlab](https://www.frootlab.org).
Current Development Status
--------------------------
Deet currently is in *Pre-Alpha* development stage, which immediately follows
the *Planning* stage. This means, that at least some essential requirements of
Deet are not yet implemented. A comprehensive list of all currently supported
data back-ends is given in the [online
manual](https://deet.readthedocs.io/en/latest/).
Installation
------------
Comprehensive information and installation support is provided within the
[online manual](https://deet.readthedocs.io/en/latest/). If you already have
a Python environment configured on your computer, you can install the latest
distributed version by using pip:
$ pip install deet
Or alternatively:
$ pip install vivid-db
Documentation
-------------
The latest Deet documentation is available as an [online
manual](https://deet.readthedocs.io/en/latest/) and for download in the
formats [PDF](https://readthedocs.org/projects/deet/downloads/pdf/latest/),
[EPUB](https://readthedocs.org/projects/deet/downloads/epub/latest/) and
[HTML](https://readthedocs.org/projects/deet/downloads/htmlzip/latest/).
Contribute
----------
Contributors are very welcome! Feel free to report bugs and feature requests to
the [issue tracker](https://github.com/frootlab/deet/issues) provided by
GitHub. Currently, as the Frootlab Developers team still is growing, we do not
provide any Contribution Guide Lines to collaboration partners. However, if you
are interested to join the team, we would be glad, to receive an informal
[application](mailto:application@frootlab.org).
License
-------
Deet is [open source](https://github.com/frootlab/deet) and available free
for any use under the [GPLv3 license](https://www.gnu.org/licenses/gpl.html):
© 2019 The Frootlab Organization
© 2018-2019 Patrick Michl