Installation using PIP
$ pip install pandb
Pandora is a universal database proxy and SQL-Database engine, that implements high-performance and security requirements for large-scale enterprise analytical applications. Pandora is based on the Python programming language and actively developed as part of the Liquid ML framework.
The primary goal of Pandora is to separate data integration and data analysis into independent tasks, by providing a unified (universal) data interface for machine learning- and data analysis applications. To achieve this goal, Pandora implements the two fundamental layers of a data warehouse:
The integration layer of Pandora utilizes SQLAlchemy 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 Pandora 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).