Monitoring Data in R with the lumberjack Package
Dublin Core
Title
Monitoring Data in R with the lumberjack Package
Subject
data quality, process monitoring, logging, debugging, R.
Description
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.
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.
Creator
Mark P. J. van der Loo
Source
https://www.jstatsoft.org/article/view/v098i01
Publisher
Statistics Netherlands
Date
Mei 2021
Contributor
Fajar bagus W
Format
PDF
Language
Inggris
Type
Text
Files
Collection
Citation
Mark P. J. van der Loo, “Monitoring Data in R with the lumberjack Package,” Repository Horizon University Indonesia, accessed March 12, 2025, https://repository.horizon.ac.id/items/show/8187.