Data Brewery is a set of Python frameworks and tools for data processing and analysis.
Cubes is a light-weight Python framework and set of tools for development of reporting and analytical applications, Online Analytical Processing (OLAP), multidimensional analysis and browsing of aggregated data. It is part of Data Brewery.
Bubbles is a python framework for data processing and data quality measurement. Basic concept are abstract data objects, operations and dynamic operation dispatch.
Priorities of the framework are:
- understandability of the process
- auditability of the data being processed (frequent use of metadata)
Bubbles is performance agnostic at the low level of physical data implementation. Performance should be assured by the data technology and proper use of operations.