R Shiny Server installation package

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Solution 1

The problem is that shiny-server cannot find the packages that you install, because it runs them as a different user called shiny. This is the user is created upon installation of shiny-server.

The easiest (and safest IMHO) way to solve this issue, is to install the required packages using this user account (shiny). This can be done using the following steps.

  1. Set a password for the shiny user account using sudo passwd shiny, now enter and confirm a password
  2. Switch to the shiny account using: su - shiny
  3. Call up R using R (without sudo)
  4. Install the required packages, in this case: install.packages("shiny")

Note that if you have rstudio-server installed on the same machine then you can perform steps 2-4 using that interface. Simply go the same domain/ip and use :8787 for the rstudio-server interface instead of :3838 for shiny-server.

Adapted from my answer here

Solution 2

I had similar issue. After reading the admin guide, here might be a solution for you.

You are having this error because whoever accessing the app does not have the shiny package installed. If you do less /etc/shiny-server/shiny-server.conf and you might notice the following on the first two lines:

# Instruct Shiny Server to run applications as the user "shiny"
run_as shiny;

In order to fix the issue, you may do either of the following:

  • Switch to user shiny and install all packages there. e.g., su shiny. However, this is going to duplicate your installed libraries for all users.
  • A clean way is to always run shiny from another user with all the packages, by editing run_as in /etc/shiny-server/shiny-server.conf. In this case, you may change the second line to run_as your_username shiny;, so that it looks for your .libPaths() and then shiny's .libPaths(). You may also add multiple users here.
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Smackboyg
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Smackboyg

Updated on June 04, 2022

Comments

  • Smackboyg
    Smackboyg almost 2 years

    Possible overlap:
    Packages missing in shiny-server
    R shiny / shiny-server - issue with finding packages
    R - How to set the path of install.packages() for shiny server ? - Ubuntu

    I have tried and read all of the above but still cannot get my Shiny Server to work at all.

    I followed the installation instructions on http://www.rstudio.com/shiny/server/install-opensource, including the system-wide install of the shiny package:

       $ sudo su - \
            -c "R -e \"install.packages('shiny', repos='http://cran.rstudio.com/')\""
    

    Shiny Server is installed properly and running,

    ~# sudo start shiny-server
    start: Job is already running: shiny-server
    

    but when I browse to domain:3838 I can see the welcome to shiny page, with error

    Error in eval(expr, envir, enclos) : The Shiny package was not found in the library. Ensure that Shiny is installed and is available in the Library of the user you're running this application as. Calls: local -> eval.parent -> eval -> eval -> eval -> eval Execution halted

    Opening R, install.packages('shiny', repos='http://cran.rstudio.com/') , and then library(shiny) or any other package, tells me it cannot be found.

    I am really quite stuck, not only can I not install/load any packages, I can't seem to find where they are going.

    EDIT:
    install.packages(c("geonames"))
    Installing package into ‘/usr/local/lib/R/site-library’ (as ‘lib’ is unspecified)

    > library()
    Warning message:
    In library() :
    libraries ‘/usr/local/lib/R/site-library’, ‘/usr/lib/R/site-library’ contain n o packages

    AND

    > installed.packages()[,1:2]
               Package      LibPath
    base       "base"       "/usr/lib/R/library"
    boot       "boot"       "/usr/lib/R/library"
    class      "class"      "/usr/lib/R/library"
    cluster    "cluster"    "/usr/lib/R/library"
    codetools  "codetools"  "/usr/lib/R/library"
    compiler   "compiler"   "/usr/lib/R/library"
    datasets   "datasets"   "/usr/lib/R/library"
    foreign    "foreign"    "/usr/lib/R/library"
    graphics   "graphics"   "/usr/lib/R/library"
    grDevices  "grDevices"  "/usr/lib/R/library"
    grid       "grid"       "/usr/lib/R/library"
    KernSmooth "KernSmooth" "/usr/lib/R/library"
    lattice    "lattice"    "/usr/lib/R/library"
    MASS       "MASS"       "/usr/lib/R/library"
    Matrix     "Matrix"     "/usr/lib/R/library"
    methods    "methods"    "/usr/lib/R/library"
    mgcv       "mgcv"       "/usr/lib/R/library"
    nlme       "nlme"       "/usr/lib/R/library"
    nnet       "nnet"       "/usr/lib/R/library"
    parallel   "parallel"   "/usr/lib/R/library"
    rpart      "rpart"      "/usr/lib/R/library"
    spatial    "spatial"    "/usr/lib/R/library"
    splines    "splines"    "/usr/lib/R/library"
    stats      "stats"      "/usr/lib/R/library"
    stats4     "stats4"     "/usr/lib/R/library"
    survival   "survival"   "/usr/lib/R/library"
    tcltk      "tcltk"      "/usr/lib/R/library"
    tools      "tools"      "/usr/lib/R/library"
    utils      "utils"      "/usr/lib/R/library"
    

    Any help is greatly appreciated


    SessionInfo:

    > .libPaths() [1] "/usr/local/lib/R/site-library" "/usr/lib/R/site-library" [3] "/usr/lib/R/library"

    > sessionInfo()
    R version 3.0.2 (2013-09-25)
    Platform: x86_64-pc-linux-gnu (64-bit)
    
    locale:
     [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C
     [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8
     [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8
     [7] LC_PAPER=en_US.UTF-8       LC_NAME=C
     [9] LC_ADDRESS=C               LC_TELEPHONE=C
    [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
    
    attached base packages:
    [1] stats     graphics  grDevices utils     datasets  methods   base
    
  • Smackboyg
    Smackboyg almost 10 years
    Thanks for your answer. Unfortunately, it didn't help. I cannot seem to install/load any package. install.packages('shiny', repos='http://cran.rstudio.com/') Installing package into ‘/usr/local/lib/R/site-library’ but browsing to /usr/local/lib/R/site-library tells me its empty. /usr/local/lib/R/site-library is in the .libPaths()
  • Jan Stanstrup
    Jan Stanstrup almost 10 years
    I cannot comment on the other "thread" so I put it here. To see permissions of the folders inside the "package folders" do: ls -la "/usr/local/lib/R/site-library" "/usr/lib/R/site-library" "/usr/lib/R/library" To see permissions for the folders themselves do ls -la /usr/local/lib/R/" "/usr/lib/R/" "/usr/lib/R/"
  • Mxblsdl
    Mxblsdl over 3 years
    I had to perform an additional step to get this to work. Navigate to /etc/rstudio/rserver.conf and add the line auth-minimum-user-id=100. This the min user id defaults to 1000 and my shiny user was 996, which did not allow me to log in.