Movatterモバイル変換

RWDataPlyr

Overview

RWDataPlyr is a tool to read and manipulate data generated fromRiverWare^TM simulationsin rdf, csv, and nc formats and work with those data in a dplyrpipeline. It provides functions to gather, aggregate, and summarize datafrom multiple RiverWare simulations, i.e., scenarios.

Installation

RWDataPlyr can be installed from CRAN:

{r, eval = FALSE} install.packages("RWDataPlyr")

Or the development version can be installed from GitHub:

{r, eval=FALSE} # install.packages("devtools") devtools::install_github("BoulderCodeHub/RWDataPlyr")

Usage

RWDataPlyr provides at least three workflows for reading and usingRiverWare data:

1. Reading and manipulating a single scenario
   • Fast
   • Best for inspecting a single slot
   • If comparing scenarios, must manually repeat for each scenario
   • Relies onread_rdf() andread_rw_csv()
2. Summarizing multiple slots of data from a single scenario
   • Repeatable; allows user to process many slots at once
   • Best for producing “polished” analyses of a single scenario
   • Relies onrdf_aggregate() and user specifiedrwd_agg object
3. Aggregating and summarizing many scenarios
   • Repeatable; allows user to process many slots for many scenarios atonce
   • Repeats summary of a single scenario on multiple scenarios andcombines results together
   • Relies onrw_scen_aggregate() and user specifiedrwd_agg object

Check out the workflow vignette for more details:

{r, eval = FALSE} vignette("rwdataplyr-workflow", package = "RWDataPlyr")

Log

• 2020-04-17: version 0.6.4 available
• 2020-03-03: version 0.6.3 available
• 2018-08-16: version 0.6.2 available (first version available onCRAN)
• 2018-06-07: version 0.6.1 available
• 2018-04-10: version 0.6.0 available
• 2017-05-26: version 0.5.0 available
• 2016-11-01: version 0.4.1.1 available. The package is now actuallycalled RWDataPlyr.
• 2016-10-20: version 0.4.1 available
• Previous versions were originally available as theRWDataPlot package
  • 2016-07-13: version 0.4 available
  • 2016-03-22: version 0.3 available
  • 2015-07-01: version 0.2 available
  • 2014-09-16: working to create an R Package from existing code.

Disclaimer

This software is in the public domain because it contains materialsthat originally came from the U.S. Bureau of Reclamation, an agency ofthe United States Department of Interior.

Although this code has been used by Reclamation, no warranty,expressed or implied, is made by Reclamation or the U.S. Government asto the accuracy and functioning of the program and related programmaterial nor shall the fact of distribution constitute any suchwarranty, and no responsibility is assumed by Reclamation in connectiontherewith.

This software is provided “AS IS.”