Omniduct

omniduct provides uniform interfaces for connecting to and extracting data from a wide variety of (potentially remote) data stores (including HDFS, Hive, Presto, MySQL, etc).

• Documentation: http://omniduct.readthedocs.io
• Source: https://github.com/airbnb/omniduct
• Bug reports: https://github.com/airbnb/omniduct/issues

It provides:

• A generic plugin-based programmatic API to access data in a consistent manner across different services (see supported protocols).
• A framework for lazily connecting to data sources and maintaining these connections during the entire lifetime of the relevant Python session.
• Automatic port forwarding of remote services over SSH where connections cannot be made directly.
• Convenient IPython magic functions for interfacing with data providers from within IPython and Jupyter Notebook sessions.
• Utility classes and methods to assist in maintaining registries of useful services.

Note: Omniduct 1.1.x is the last version series to support Python 2. Going forward it will support Python 3.6+.