Lightweight, General-Purpose Data Analysis Pipelines
Add pipeline step
Append string to all step names
Append two pipelines
Clone pipeline
Collect output from entire pipeline
Discard steps from the pipeline
Get data
Get step dependencies
Pipeline graph
Get output of given step
Get pipeline parameters
Insert step
Length of the pipeline
Lock steps
Create new pipeline
Pop steps from the pipeline
Print the pipeline as a table
Remove certain step from the pipeline.
Rename step
Replace pipeline step
Reset pipeline
Run specific step
Run pipeline
Split-multiply pipeline by list of data sets
Set data
Change output flag
Set parameters at step
Set pipeline parameters
Split-up pipeline
Pipeline Class
Set pipeflow log layout
Get step information
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.
Useful links