dcs package

Language: Python 2.7

dcs is a standalone Python package that serves as a façade to the pandas data science library in the Willow backend. The dcs package is used as a library in the Willow backend, performing all the data loading, processing, analysis and visualization operations. All requests to the Flask server in the backend ultimately call functions in the dcs package that perform data operations through Celery workers.

Dependencies

The dcs package has the following dependencies:

• pandas for data representation & manipulation
• numpy for data representation
• matplotlib for visualizations
• scipy for statistical analysis
• chardet for file encoding detection
• dateutil for date parsing
• py.test for unit testing

Modules

The dcs package is composed of the following four modules:

• dcs.load
• dcs.clean
• dcs.analyze
• dcs.view