The following steps will detail how to set up the HERA package using renv and how to execute the study.
This section will detail the process for installing the HERA package along with all of the R package dependencies using renv. In short, we are using renv to encapsulate the R dependencies for this project in a way that will not disturb your other R depdencies.
The script below is an example to use for setting up your environment. There are some items to consider before moving ahead with the installation.
renv
to install the R package dependencies. You should refer to the renv cache section to review how these files are stored for your operating system. If you need/want to change the default storage for your R packages, you will need to set the R RENV_PATHS_ROOT
environment variable to different path.RENV_PATHS_CACHE
to the projectRootFolder
so that you can copy the contents of the projectRootFolder
to the machine with access to your CDM to run the study. Additionally, you will want to make sure you download the renv.lock
file from the computer with Internet access.The setup script below is used to install the HERA package. You will need to modify this setup script as follows:
projectRootFolder
variable to the directory specific to your environment. In this example we are using E:/HERA
. This root folder will serve a few purposes:renv
will install the R package dependencies, uncomment out the line: Sys.setenv("RENV_PATHS_ROOT"="E:\renv")
and replace "E:\renv"
with your directory of choice.Sys.setenv("RENV_PATHS_CACHE"=projectFolder)
. This will ensure that all of the R package dependencies are copied to the projectRootFolder
.Then execute the script as shown below:
#------------------------------------------------------------------
# INITIAL PROJECT SETUP ---------------------------------------
#------------------------------------------------------------------
# This initial setup will ensure that you have all required
# R packages installed for use with the HERA
# package. If you are running this in an environment where
# there is no access to the Internet please see the sections
# below marked "offline setup step".
#------------------------------------------------------------------
#------------------------------------------------------------------
install.packages("renv")
projectFolder <- "E:/HERA"
setwd(projectFolder)
# Download the lock file:
download.file("https://raw.githubusercontent.com/ohdsi-studies/HERA/master/renv.lock", "renv.lock")
#Sys.setenv("BINPREF"="E:/R/Rtools/mingw_$(WIN)/bin/")
#------------------------------------------------------------------
# OPTIONAL: If you want to change where renv stores the
# R packages you can specify the RENV_PATHS_ROOT. Please
# refer to https://rstudio.github.io/renv/articles/renv.html#cache
# for more details
#------------------------------------------------------------------
#Sys.setenv("RENV_PATHS_ROOT"="E:\renv")
#------------------------------------------------------------------
# OFFLINE SETUP STEP: If you want to have the entire contents of
# the renv R packages local to your project so that you may copy
# it to another computer, please uncomment the line below and
# specify the RENV_PATHS_CACHE location which should be your project
# folder.
#------------------------------------------------------------------
#Sys.setenv("RENV_PATHS_CACHE"=projectFolder)
# Build the local library:
renv::init()
# When not in RStudio, you'll need to restart R now
library(HERA)
# -------------------------------------------------------------
# END Initial Project Setup
# -------------------------------------------------------------
You will see the following message the first time you run renv::init()
:
> renv::init()
Welcome to renv!
It looks like this is your first time using renv. This is a one-time message,
briefly describing some of renv's functionality.
renv maintains a local cache of data on the filesystem, located at:
- "E:/renv"
This path can be customized: please see the documentation in `?renv::paths`.
renv will also write to files within the active project folder, including:
- A folder 'renv' in the project directory, and
- A lockfile called 'renv.lock' in the project directory.
In particular, projects using renv will normally use a private, per-project
R library, in which new packages will be installed. This project library is
isolated from other R libraries on your system.
In addition, renv will update files within your project directory, including:
- .gitignore
- .Rbuildignore
- .Rprofile
Please read the introduction vignette with `vignette("renv")` for more information.
You can also browse the package documentation online at https://rstudio.github.io/renv.
You can safely continue by pressing 'y' after this prompt since the renv.lock file is downloaded from the HERA GitHub code repository. Once the installation is complete, you may need to restart R (if you are working outside of RStudio) and you should see this message:
Project 'E:/HERA' loaded. [renv 0.11.0]
Now the study package is installed and ready to execute! See the study execution guide for steps to run the package.
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