I would like to understand what is the best practice for (re)using SQL connections to a MS SQL database through RJDBC.
I can imagine three possible scenarios:
- Store a connection in a global variable, initialize once, use it everywhere in the code
- Create a new connection for every request
- Do something more complicated, e.g. pre-populate a pool of open connection, and (re)use connections from the pool as needed.
I'm using my code in a shiny application with several dozens clients, and I'm afraid that something bad will happen if I use method 1. So I use method 2, creating a new connection for every request with the code below.
I can see some potential downsides of this approach: performance, taxing database resources, etc. But may be I'm too cautious since R is single-threaded, even in shiny usage scenario?
So my specific questions are:
A. Can I safely use a single connection to MS SQL database through RJDBC throughout my shiny application?
B. Are there any real downsides (memory leakage, performance, etc.) in scenario 2 above?
NewConnection <- function() {
file = NULL
# make it work on three different OSes - Linux, MacOS, Windows
for (path in c('/Users/victor/Documents/R/sqljdbc_3.0/enu/sqljdbc4.jar',
'/home/oracle/sqljdbc_3.0/enu/sqljdbc4.jar',
'C:/Projects/jdbc/sqljdbc_4.0/enu/sqljdbc4.jar')) {
if (file.exists(path)) {
file = path
break
}
}
if (is.null(file))
return(NULL)
else {
drv <- JDBC("com.microsoft.sqlserver.jdbc.SQLServerDriver", file)
passwd <- GetUserNamePassword()
conn <- dbConnect(drv, "jdbc:sqlserver://sql.server.address.com",
passwd$username, passwd$password)
return(conn)
}
}
P.S. Related: How to manage a database connection in an R Package
Many Questions:
1) Reusing a connection is faster then establishing a new connection for every use. Depending on your code, this will speedup your application a little bit. But reusing connections is more complex. Thats the reason why many people use connection pools.
2) If your program has a short runtime you can work with one connection, e.g. in a global variable. If your application is a server application (long running), than you need to maintain your connection because the server can close the connection, if he thing that nobody use it because there runs no traffic over the connection. This could happen in the night times on server applications. The connection maintenance function is part of connection pools.
Summary. If your application a simple, not multi threaded, not server application, than reuse your single connection. Otherwise, use every time a new connection or use a connection pool.