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Feature: Track script side effects with
runWithOutputs()Summary
This PR introduces
runWithOutputs(), a utility designed to execute R scripts in isolation while monitoring the file system for changes. This is particularly useful for auditing data pipelines, ensuring that scripts are producing the expected outputs, and identifying unintended side-effects.Changes
🚀 New Functionality
runWithOutputs(): Executes an R script viacallr::rscriptand identifies created or modified files by comparing file system snapshots (path, size, and modification time) before and after execution.cli.🛠 Infrastructure & Dependencies
New Dependencies: Added
callr,here,yaml, andpurrrtoImports.Package Documentation:
Added a new "Execution Tools" category to the
pkgdownsite.Exported the function in
NAMESPACE.Global Variables: Updated
R/reviewPackage.Rto includerel_path,modification_time, andsizeto pass R CMD check.🧪 Testing
Added a robust test suite (
tests/testthat/test-runWithOutputs.R) covering:exclude_dirs(e.g., ignoring.gitorrenvchanges).Example Usage
Technical Notes
dplyr::anti_joinon a composite key of(path, modification_time, size). This ensures that even if a file's size remains identical, a change in modification time (a "touch") is still captured.here::here()) for consistency across different environments.