provExplainR v1.0

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Compare Provenance Collections to Explain Changed Script Outputs

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 <https://github.com/End-to-end-provenance/> and Barbara Lerner, Emery Boose, and Luis Perez (2018), Using Introspection to Collect Provenance in R, Informatics, <doi:10.3390/informatics5010012>.

Functions in provExplainR

Name Description
prov.explain Provenance comparison functions
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Details

Date 2020-10-09
Copyright President and Fellows of Harvard College, Trustees of Mount Holyoke College
License GPL-3 | file LICENSE
Encoding UTF-8
LazyData true
URL https://github.com/End-to-end-provenance
BugReports https://github.com/End-to-end-provenance/provExplainR/issues
RoxygenNote 7.1.0
NeedsCompilation no
Packaged 2020-10-09 20:08:23 UTC; blerner
Repository CRAN
Date/Publication 2020-10-17 12:30:02 UTC

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