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