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provExplainR
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Download and install provExplainR package within the R console
Install from CRAN:
install.packages("provExplainR")
Install from Github:
library("remotes")
install_github("cran/provExplainR") Install by package version:
library("remotes")
install_version("provExplainR", "1.1.1") Attach the package and use:
library("provExplainR")
Maintained by
Barbara Lerner
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-10-17
Latest Update: 2022-08-15
Description:
Inspects provenance collected by the 'rdt' or 'rdtLite' packages,
or other tools providing compatible PROV JSON output created by
the execution of a script, and find differences between two provenance
collections. Factors under examination included the hardware and
software used to execute the script, versions of attached libraries,
use of global variables, modified inputs and outputs, and changes
in main and sourced scripts. Based on detected changes, 'provExplainR'
can be used to study how these factors affect the behavior of
the script and generate a promising diagnosis of the causes of different
script results. More information about 'rdtLite' and associated tools is available
at and Barbara Lerner,
Emery Boose, and Luis Perez (2018), Using Introspection to Collect
Provenance in R, Informatics, .
How to cite:
Barbara Lerner (2020). provExplainR: Compare Provenance Collections to Explain Changed Script Outputs. R package version 1.1.1, https://cran.r-project.org/web/packages/provExplainR. Accessed 18 Jul. 2026.
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Complete documentation for provExplainR
Functions, R codes and Examples using
the provExplainR R package
Some associated functions: explain .
Some associated R codes: provExplainR.R . Full provExplainR package functions and examples
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