Ad-hoc pipeline construction and execution in R.
Allows:
- constructing analysis and processing plans in R language
- local execution or on an SGE cluster
Not on CRAN. Install using devtools.
devtools::install_github('eachanjohnson/workflows')
R dependencies:
- devtools
- eachanjohnson/errR
- dplyr
- magrittr
- future
library(workflows)
workflow objects are containers for pipeline objects, which keep track of analysis plans, which targets have been built,
and checkpointing of intermediate results.
Inspired by -- but not even close in functionality to -- the Dask project for Python.
Other, more functional pipeline/workflow/multicore/DAG packages for R include but are not limited to: