Monitoring Data in R with the lumberjack Package

Monitoring data while it is processed and transformed can yield detailed insight into the dynamics of a (running) production system. The lumberjack package lightweight allowing users to follow how an R object as manipulated by code. abstracts all logging code from user, who only needs specify which objects are logged what information should be logged. A few default loggers included with but extensible through user-defined logger objects.