Package: softwareRisk 0.3.0
softwareRisk: Computation of Node and Path-Level Risk Scores in Scientific Models
It leverages the network-like architecture of scientific models together with software quality metrics to identify chains of function calls that are more prone to generating and propagating errors. It operates on tbl_graph objects representing call dependencies between functions (callers and callees) and computes risk scores for individual functions and for paths (sequences of function calls) based on cyclomatic complexity, in-degree and betweenness centrality. The package supports variance-based uncertainty and sensitivity analyses after Puy et al. (2022) <doi:10.18637/jss.v102.i05> to assess how risk scores change under alternative risk definitions.
Authors:
softwareRisk_0.3.0.tar.gz
softwareRisk_0.3.0.zip(r-4.7-any)softwareRisk_0.3.0.zip(r-4.6-any)softwareRisk_0.3.0.zip(r-4.5-any)
softwareRisk_0.3.0.tgz(r-4.6-any)softwareRisk_0.3.0.tgz(r-4.5-any)
softwareRisk_0.3.0.tar.gz(r-4.7-any)softwareRisk_0.3.0.tar.gz(r-4.6-any)
softwareRisk_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
softwareRisk/json (API)
| # Install 'softwareRisk' in R: |
| install.packages('softwareRisk', repos = c('https://arnaldpuy.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/arnaldpuy/softwarerisk/issues
- synthetic_graph - Synthetic citation graph for software risk examples
Last updated from:036dbf729c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 183 | ||
| source / vignettes | OK | 287 | ||
| linux-release | OK | 208 | ||
| macos-release | OK | 104 | ||
| macos-oldrel | OK | 111 | ||
| windows-devel | OK | 125 | ||
| windows-release | OK | 126 | ||
| windows-oldrel | OK | 121 | ||
| wasm-release | OK | 132 |
Exports:all_paths_funcall_graph_funfix_portfolio_fungini_index_funnode_exposure_funpath_fix_heatmappath_uncertainty_plotplot_top_paths_funrank_robustness_funrank_robustness_plotread_call_graphsensitivity_plot_funslope_funtheme_APuncertainty_fun
Dependencies:base64encbootcachemclicodetoolscpp11data.tabledeSolvedplyrfarverfastmapgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtableigraphineqisobandjsonlitelabelinglatticelhslifecyclemagrittrMASSMatrixmatrixStatsmemoisepillarpkgconfigpolyclippurrrR6randtoolboxrbibutilsRColorBrewerRcppRcppArmadilloRcppParallelRdpackRfastrlangrngWELLS7scalessensobolstringistringrsystemfontstibbletidygraphtidyrtidyselecttweenrutf8vctrsviridisviridisLitewithrzigg