R Observatory: Metrics for pipeflow version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pipeflow

0.3.0

Fast Interactive Data Analysis Pipelines

0packages depend

2.6Kdownloads / year

96.6%test coverage

13/13checks pass

Overview

About

Maintained by Roman PahlFirst published 2024-12-025 releasesCRAN page ↗GitHub ↗

A lightweight and intuitive framework for building interactive data analysis pipelines. You add R functions one by one, and 'pipeflow' wires them into a pipeline that stays consistent as you go. Modify, remove, or insert steps at any stage, manage all parameters in one place, fast execution (C++-powered DAG) for interactive use and Shiny backends.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("pipeflow", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("rpahl/pipeflow")

Development version from rpahl/pipeflow. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-pipeflow

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-pipeflow

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-pipeflow

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 1.68

96.6%

Coverage · measured lines

100%

Documentation · exports

8

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 98%
References docs: 0%

Downloads

2.6K

CRAN downloads in the past year

Rank #10,253 · ~7/day · ~220/mo

Releases R versions

Daily download trend is not available in this view yet.

21430 days

93990 days

2.6K1 year

Compare downloads with other packages →

Also on168 r2u16 autocran

Repository

GitHub ↗ rpahl/pipeflow

18Stars

3Forks

1Open issues

2Open PRs

6Releases

366Commits

5Contributors

pipeline-toolsreproducible-research

366 commits · Last activity 2026-08-04 · 0% stars, 30d

Stars over time

2025-08-01 · 162026-07-07 · 18

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/rpahl/pipeflow on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

renv

Docs source (1)

README.Rmd

Automation and maintenance (1)

Dependabot

Show all practices

Lint, format, editor (2)

lintrAir

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2.0

Imports (8)

data.table jsonlite lgrmethodsR6 Rcppstatsutils

LinkingTo (1)

Rcpp

Suggests (8)

ggplot2 gridExtra knitr mockery rmarkdown targets testthat visNetwork

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Roman Pahl

Author, Maintainer

Authors (1)

Roman Pahl

Author, Maintainer

Package Timeline

5 releases. Pick two to compare their code metrics. R releases are shown for context.

0.3.0Latest
2026-06-15 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.3
2025-07-26 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.2
2024-12-22 · diff ↗
0.2.1
2024-12-05 · diff ↗
0.1.1
2024-12-02
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-12-02
Total releases: 5 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2.0
Download size: 1.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Reproducible Research

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("pipeflow")

Format

Pahl, R. (2026). pipeflow: Fast Interactive Data Analysis Pipelines (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.pipeflow

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for pipeflow version 0.3.0 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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