Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Rebecca Killick, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
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.

Page views:: 1165. Submitted: 2020-01-21. Published: 2021-05-31.
Paper: Monitoring Data in R with the lumberjack Package     Download PDF (Downloads: 523)
Supplements:
lumberjack_1.2.1.tar.gz: R source package Download (Downloads: 32; 663KB)
v98i01-replication.zip: Replication materials Download (Downloads: 15; 3KB)

DOI: 10.18637/jss.v098.i01

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.