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pipeflow: Lightweight, General-Purpose Data Analysis Pipelines

A lightweight yet powerful framework for building robust data analysis pipelines. With 'pipeflow', you initialize a pipeline with your dataset and construct workflows step by step by adding R functions. You can modify, remove, or insert steps and parameters at any stage, while 'pipeflow' ensures the pipeline's integrity. Overall, this package offers a beginner-friendly framework that simplifies and streamlines the development of data analysis pipelines by making them modular, intuitive, and adaptable.

Version:0.2.3
Depends:R (≥ 4.2.0)
Imports:data.table,jsonlite,lgr, methods,R6, stats, utils
Suggests:ggplot2,knitr,mockery,rmarkdown,testthat,visNetwork
Published:2025-07-26
DOI:10.32614/CRAN.package.pipeflow
Author:Roman Pahl [aut, cre]
Maintainer:Roman Pahl <roman.pahl at gmail.com>
BugReports:https://github.com/rpahl/pipeflow/issues
License:GPL-3
URL:https://rpahl.github.io/pipeflow/,https://github.com/rpahl/pipeflow
NeedsCompilation:no
Language:en-US
Materials:NEWS
In views:ReproducibleResearch
CRAN checks:pipeflow results

Documentation:

Reference manual:pipeflow.html ,pipeflow.pdf
Vignettes:Get started with pipeflow (source,R code)
Modifying existing pipelines (source,R code)
Combining pipelines (source,R code)
Collecting output (source,R code)
Advanced: How to use pipeflow with split data sets (source,R code)
Advanced: How pipelines can modify themselves at runtime (source,R code)

Downloads:

Package source: pipeflow_0.2.3.tar.gz
Windows binaries: r-devel:pipeflow_0.2.3.zip, r-release:pipeflow_0.2.3.zip, r-oldrel:pipeflow_0.2.3.zip
macOS binaries: r-release (arm64):pipeflow_0.2.3.tgz, r-oldrel (arm64):pipeflow_0.2.3.tgz, r-release (x86_64):pipeflow_0.2.3.tgz, r-oldrel (x86_64):pipeflow_0.2.3.tgz
Old sources: pipeflow archive

Linking:

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