rfml is a R package for MarkLogic Enterprise NoSQL databases, enabling in-database analytics.

The purpose of the package is to enable R users to use MarkLogic without deep knowledge of JavaScript/XQuery or the REST API. It goes beyond ODBC and exposes a lot of the built in functionality of MarkLogic. It uses the REST interface and allows users to use search syntax for creating a data.frame similar object, ml.data.frame. Most of the data processing is done within MarkLogic Server and data is only brought back to the client when asked for.

An introduction to the package can be found on CRAN.


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