I spent some time looking around, and all I could find is Jython. It’s an option, but is there something that could be used in a more pythonesque (simpler) way?
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You can try thrift python bindings but the project seems dead.
I’d go with starting HBase REST server, and then using python standard libraries to access that RESTful web service.