flowR – sophisticated, static dataflow analyzer

flowR is a sophisticated static analysis framework for the R programming language.

It helps developers and researchers understand existing R code by analysing how values, calls, and control move through a script, making it useful for program comprehension, debugging, and inspection of real-world R sources.

This is free and open source software.

Key Features

  • Performs static dataflow analysis for R programs.
  • Generates call graphs together with data-flow and control-flow graphs.
  • Includes code linting to flag common issues and potential bugs.
  • Supports program slicing to reduce a script to the statements relevant to a chosen point of interest.
  • Provides a REPL and query interface for exploring analysis results interactively.
  • Works with Visual Studio Code, Positron, RStudio, Docker, an R package, and an npm package.

Website: github.com/flowr-analysis/flowr
Support:
Developer: flowr
License: GNU General Public License v3.0

flowR is written in TypeScript. Learn TypeScript with our recommended free books and free tutorials.


Related Software

R Linters
lintrProvides static code analysis for R
jarlFast linter for R
flirParse and rewrite R code
flowRSophisticated, static dataflow analyzer
checkglobalsR package that performs static analysis of R source code dependencies
scilintrCollection of scientific linting tools

Read our verdict in the software roundup.


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