Using MongoHQ to build a Shiny Hit Counter

February 6, 2014

(This article was first published on Econometrics by Simulation, and kindly contributed to R-bloggers)

In serveral previous posts I have posted shiny applications which temporarily store data on shiny servers such as hit counters or the survey tool which I created,  These do not work in the long term since shiny will restart its servers without warning when needed.  In addition, saving data to a shiny server is not an ideal method since special database specific commands should be set up to handle the simultaneous write requirements of web applications.

In this post I will show how to add an effective hit counter to shiny applications using a remote database server (MongoHQ).  Much of my code follows the MongoHQ package demo found at

Start and account with MongoHQ. A Sandbox free database account with 512 MB of memory should be more than sufficient.

Once you have started an account you need to log into and start a database as well as a collection.  Within a database you will need to select the admin tab as well in order to create a user id which you can use to log into the collection.

The following code is what I use to create a hit counter.

# Load the CRAN library
# You can find the host information for the collection under the admin tab.
host <- ""
username <- "mycreateduser"
password <- "mycreatedpassword"
db <- "mydatabase"
mongo <- mongo.create(host=host , db=db, username=username, password=password)
# Load the collection.  In this case the collection is.
collection <- "OLS-app"
namespace <- paste(db, collection, sep=".")
# Insert a simple entry into the collection at the time of log in
# listing the date that the collection was accessed.
b <- mongo.bson.from.list(list(platform="MongoHQ",
                    app="counter", date=toString(Sys.Date())))
ok <- mongo.insert(mongo, namespace, b)
# Now we query the database for the number of hits
buf <- mongo.bson.buffer.create()
mongo.bson.buffer.append(buf, "app", "counter")
query <- mongo.bson.from.buffer(buf)
counter <- mongo.count(mongo, namespace, query)
# I am not really sure if this is a good way of doing this
# at all.
# I send the number of hits to the shiny counter as a renderText
# reactive function
paste0("Hits: ", counter)

Created by Pretty R at

The now database run hit counter can be seen at:

You can find the updated code at github

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