<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Robust, Logged and Reproducible Iteration at Organizational
Scale</dc:title>
  <dc:title>R package genproc version 0.2.0</dc:title>
  <dc:description>Turns one-off iterative R procedures (such as for loops,
    lapply() or pmap() from 'purrr') into production-grade workflows by
    wrapping them with orthogonal, composable execution layers. Two layers
    are always active: structured logging with real traceback and per-case
    timing; and reproducibility capture, which records the R version,
    loaded package versions, execution environment, the exact iteration
    mask, and a stat-based fingerprint of every input file referenced in
    the mask (with a diff_inputs() helper to detect silent drift between
    runs). Parallel execution (built on the 'future' framework, Bengtsson
    (2021) &lt;doi:10.32614/RJ-2021-048&gt;), non-blocking background jobs, and
    opt-in progress reporting (via 'progressr') are implemented as
    optional, composable layers. Further layers (error replay,
    content-hash input fingerprinting, content-based case identifiers) are
    planned and will remain composable with the default layers.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: future, future.apply, parallel, progressr, stats, utils</dc:relation>
  <dc:relation>Suggests: dplyr, knitr, magrittr, purrr, rmarkdown, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Daniel Rakotomalala &lt;rakdanielh@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Daniel Rakotomalala [aut, cre]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=genproc/LICENSE)</dc:rights>
  <dc:date>2026-05-12</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=genproc</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.genproc</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
