systemPipeR
systemPipeR: A Multipurpose Workflow Management System for Reproducible Data Analysis
Bioconductor version: 3.23 · Package version: 2.18.0
systemPipeR is a workflow management environment for reproducible data analysis that integrates R with command-line software. It enables researchers to design, execute, and report complex workflows on local machines and HPC systems. The framework combines R-based analysis with external tools through a Common Workflow Language (CWL) interface, manages workflow dependencies and restart capabilities, and automatically generates reproducible scientific analysis reports. The companion package systemPipeRdata provides ready-to-use workflow templates that simplify workflow setup and customization. Alternatively, workflow templates can be loaded from dedicated GitHub repositories.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("systemPipeR") Details
| Maintainer | Thomas Girke <thomas.girke@ucr.edu> |
| Author | Thomas Girke |
| License | Artistic-2.0 |
| URL | https://github.com/tgirke/systemPipeR |
| System Requirements | systemPipeR can be used to run external command-line software (e.g. short read aligners), but the corresponding tool needs to be installed on a system. |
| Downloads rank | 1783 |
| Source branch | RELEASE_3_23 |
| biocViews | Alignment, ChIPSeq, Coverage, DataImport, GeneExpression, GeneSetEnrichment, Genetics, ImmunoOncology, Infrastructure, MethylSeq, QualityControl, RNASeq, ReportWriting, RiboSeq, SNP, Sequencing, Software, WorkflowManagement, WorkflowStep |
Documentation
- systemPipeR: Workflow Environment for Data Analysis and Report Generation
- systemPipeR: Workflow Templates
Download
Dependencies
Depends: R (>= 4.1.0), Rsamtools (>= 1.31.2), Biostrings, ShortRead (>= 1.37.1), methods
Imports: GenomicRanges, SummarizedExperiment, ggplot2, yaml, stringr, magrittr, S4Vectors, crayon, BiocGenerics, htmlwidgets
Suggests: BiocStyle, knitr, rmarkdown, systemPipeRdata, GenomicAlignments, grid, dplyr, testthat, rjson, annotate, AnnotationDbi, kableExtra, GO.db, GenomeInfoDb, DT, rtracklayer, limma, edgeR, DESeq2, IRanges, batchtools, GenomicFeatures, txdbmaker, GenomeInfoDbData, VariantAnnotation (>= 1.25.11)
Reverse dependencies
Imports Me (1): DiffBind
Suggests Me (3): systemPipeRdata, systemPipeShiny, systemPipeTools