How to Set Up Shiny Server on Ubuntu 16.04
An older version of this article was written by Dean Attali.
Introduction
While many people primarily turn to the open-source programming language R for statistical and graphics applications, Shiny is an R package that allows you to convert your R code into interactive webpages. And when combined with Shiny Server — available in both a free, open-source and a paid, professional format — you can also host and manage Shiny applications and interactive R markdown documents.
In this tutorial, you'll install and configure Shiny and the open-source version of Shiny Server on a server running Ubuntu 16.04, secure the connection to the Shiny server using a Let's Encrypt SSL certificate, and then install an additional package to run interactive R Markdown documents.
Prerequisites
To complete this tutorial, you'll need the following:
- One Ubuntu 16.04 server with a minimum of 1GB of RAM set up by following this Ubuntu 16.04 initial server setup tutorial, including a sudo non-root user and a firewall.
Warning: Anything less than 1GB of RAM on your server may cause the installation of Shiny Server or its related R packages to fail.
The latest version of R installed by following Step 1 in this installing R on Ubuntu 16.04 tutorial.
Nginx installed by following this How To Install Nginx on Ubuntu 16.04 tutorial, including allowing access to ports
80
and443
in Step 2 with the commandsudo ufw allow 'Nginx Full'
.A fully registered domain name. This tutorial will use
example.com
throughout. You can purchase a domain name on Namecheap, get one for free on Freenom, or use the domain registrar of your choice.Both of the following DNS records set up for your server. You can follow this hostname tutorial for details on how to add them.
- An A record with
example.com
pointing to your server's public IP address. - An A record with
www.example.com
pointing to your server's public IP address.
- An A record with
A Let's Encrypt SSL certificate for the domain installed by following this Let's Encrypt Certbot tutorial.
Once all of the prerequisites are in place, we'll start by installing Shiny on the server.
Step 1 — Installing Shiny
Before installing Shiny Server, you'll need to install the Shiny R package which provides the framework that Shiny web applications run on.
If you're familiar with R, you might be tempted to install packages directly from R instead of from the command line. But, using the following command is the safest way to ensure that the package gets installed for all users and not just for the user currently running R.
The su -
runs the following command as if in the user's own environment, and the -c
option specifies the command that will be run. That command, in this case, is what follows in double quotes.
The install.packages
is the R command used to install R packages. So, in this command specifically, the shiny
package is installed from the specified repository.
- sudo su - -c "R -e \"install.packages('shiny', repos='http://cran.rstudio.com/')\""
When complete, R will tell you that the installation is DONE
and where it put the downloaded source packages:
Output- ...
- * DONE (shiny)
-
- The downloaded source packages are in
- ‘/tmp/Rtmp2GcWv4/downloaded_packages’
With Shiny in place, you're now ready to install Shiny Server and bring up its default welcome screen in your browser.
Step 2 — Installing Shiny Server
In this step, you'll install Shiny server and tweak the firewall to allow traffic through the port that Shiny Server listens on.
Per Shiny Server's official installation instructions, we'll use wget
to download a pre-built binary for 64-bit architecture. Because Shiny Server is in active development, you should consult the official Shiny Server download page to get the URL for the latest 64bit, pre-built binary matching your operating system. Once you have the address, change the URL in the following command accordingly.
- wget https://download3.rstudio.org/ubuntu-12.04/x86_64/shiny-server-1.5.5.872-amd64.deb
Once the file is downloaded, verify its integrity by comparing the output of the following command with the MD5 checksum listed on the RStudio Shiny Server download page at the top of 64bit, pre-built binary download instructions.
- md5sum shiny-server-1.5.5.872-amd64.deb
If the checksums don't match, re-download the file and try to verify its integrity again before moving on.
Because Shiny Server depends on GDebi — a tool that installs local deb packages while simultaneously resolving and installing additional dependencies — for its installation, you'll need to update your package list and then install the gdebi-core
package next.
- sudo apt-get update
- sudo apt-get install gdebi-core
You're now ready to install Shiny Server.
- sudo gdebi shiny-server-1.5.5.872-amd64.deb
Type y
when GDebi asks you to confirm that you want to install the package.
[Secondary_label Output]
Shiny Server
Shiny Server is a server program from RStudio, Inc. that makes Shiny applications available over the web. Shiny is a web application framework for the R statistical computation language.
Do you want to install the software package? [y/N]:y
At this point, the output should indicate that a service named ShinyServer
is both installed and an active
Systemd service. If the output indicates that there's a problem, re-trace your previous steps before continuing.
[Secondary_label Output]
...
● shiny-server.service - ShinyServer
Loaded: loaded (/etc/systemd/system/shiny-server.service; enabled; vendor preset: enabled)
Active: active (running) since Fri 2017-10-13 14:24:28 UTC; 2 days ago
...
Next, verify that Shiny Server is indeed listening on port 3838
.
- sudo netstat -plunt | grep -i shiny
If successful, the output will include the following line:
Outputtcp 0 0 0.0.0.0:3838 0.0.0.0:* LISTEN 18749/shiny-server
If your output doesn't look like this, double-check your terminal for additional warnings and error messages.
Now, modify the firewall to allow traffic through to Shiny Server.
- sudo ufw allow 3838
Finally, point your browser to http://www.example.com:3838
to bring up the default Shiny Server homepage, welcoming you to Shiny Server and congratulating you on your installation.
NOTE: You may see a small box on the right-hand side of the screen with a message saying, An error has occurred. Once you install rmarkdown
in Step 4, the error message will be replaced with an interactive Shiny Doc.
You now have both Shiny and Shiny Server installed and tested, so let's secure the setup by configuring Nginx to serve as a reverse proxy and route all traffic over HTTPS.
Step 3 — Securing Shiny Server with a Reverse Proxy and SSL Certificate
In this step, you'll configure Nginx to forward incoming requests to Shiny Server by way of WebSocket, a protocol for messaging between web servers and clients.
Because we want to create configuration variables that any Nginx server block can use, open the main Nginx configuration file, nginx.conf
, for editing.
- sudo nano /etc/nginx/nginx.conf
Using Nginx's map module, create variables for the values that WebSocket needs by copying the following directive into the http
block:
http {
...
# Map proxy settings for RStudio
map $http_upgrade $connection_upgrade {
default upgrade;
'' close;
}
}
The map
directive compares $http_upgrade
— the value of the client's Upgrade header — to the conditions in the curly braces. If the value is ''
, map
creates the $connection_upgrade
variable and sets it to close
. Otherwise, map
creates the $connection_upgrade
variable and sets it to the default value, upgrade
.
Save your work and close the file to continue.
Next, create a completely new Nginx server block, so that you still have the default configuration file to revert back to if you run into a problem later.
- sudo nano /etc/nginx/sites-available/example.com
Create a new set of directives for Shiny Server, by copying and pasting the following into the new file:
server {
listen 80 default_server;
listen [::]:80 default_server ipv6only=on;
server_name example.com www.example.com;
return 301 https://$server_name$request_uri;
}
server {
listen 443 ssl;
server_name example.com www.example.com;
ssl_certificate /etc/letsencrypt/live/example.com/fullchain.pem;
ssl_certificate_key /etc/letsencrypt/live/example.com/privkey.pem;
ssl_protocols TLSv1 TLSv1.1 TLSv1.2;
ssl_prefer_server_ciphers on;
ssl_ciphers AES256+EECDH:AES256+EDH:!aNULL;
location / {
proxy_pass http://your_server_ip:3838;
proxy_redirect http://your_server_ip:3838/ https://$host/;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection $connection_upgrade;
proxy_read_timeout 20d;
}
}
The net effect of this configuration is that all incoming requests to the server on ports 80
and 3838
are redirected to use HTTPS on port 443
.
An overview of some of the more complex aspects of this configuration includes:
return: Creates a permanent redirect for requests coming in as plain HTTP to HTTPS.
proxy_pass: Tells Nginx to forward requests coming in at the root of the web server application to the IP address of the server listening on port
3838
.proxy_redirect: Rewrites the incoming string,
http://your_server_ip:3838/
, to its HTTPS equivalent on the server processing the request. The$host
variable evaluates to the hostname of the server Nginx is running on.proxy_set_header: Redefines or appends fields to the request header passed to the proxied server.
proxy_read_timeout: Sets a timeout for reading a response from the proxied server between two successive read operations.
Save and close the file to continue.
Next, enable the new server block by creating a symbolic link for it in the /etc/nginx/sites-enabled
directory.
- sudo ln -s /etc/nginx/sites-available/example.com /etc/nginx/sites-enabled/example.com
And, because our new server block now handles all requests on port 80
, you can disable the default block by deleting the symbolic link to it in the sites-enabled
directory.
- sudo rm -f /etc/nginx/sites-enabled/default
Now, test your new configuration before activating the changes.
- sudo nginx -t
If you run into any problems, follow the instructions in the output to resolve them.
Once your syntax is okay and your test is successful, you're ready to activate all the changes by reloading Nginx.
- sudo systemctl restart nginx
After Nginx has restarted, verify that your Shiny Server is serving requests via HTTPS by pointing your browser to https://example.com
. You should see the same default Shiny Server homepage as you saw at the end of Step 2.
Then, verify that incoming HTTP requests are redirected to HTTPS by typing http://example.com
into your browser's address bar. If it's working correctly, you should automatically be redirected to https://example.com
.
Shiny Server is now secured with a reverse proxy and SSL certificate, so you're ready to configure your setup for interactive R Markdown documents.
Step 4 — Hosting Interactive R Documents
Shiny Server is useful not only for hosting Shiny applications but also for hosting interactive R Markdown documents.
At this point, you have a working Shiny Server that can host Shiny applications, but it can't yet host interactive R Markdown documents because the rmarkdown
R package isn't installed.
So, using a command that works like the one from Step 1 for installing the Shiny package, install rmarkdown
.
- sudo su - -c "R -e \"install.packages('rmarkdown', repos='http://cran.rstudio.com/')\""
Then, verify the installation by going to https://example.com/sample-apps/rmd/
. You should see an interactive R Markdown document in your browser. Additionally, if you return to https://example.com
, the error message you received earlier should now be replaced with dynamic content.
If you receive an error message, follow the on-screen instructions and review your terminal output for more information.
Your Shiny Server setup is complete, secured, and ready to serve both Shiny applications as well as Interactive R Markdown documents.
Conclusion
In this tutorial, you set up and secured a fully-functioning Shiny Server that can host Shiny applications and interactive R Markdown documents.
To build on your current setup, you can:
Learn how to manage and customize the server for your exact needs, with the Shiny Server Administrator's Guide.
Learn more about writing Shiny applications, with the tutorials on rstudio.com.
Learn more about writing interactive R markdown documents, by checking out the R Markdown page on rstudio.com.
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