# plumber <a href='https://www.rplumber.io/'><img src='man/figures/logo.svg' align="right" height="138.5" style="margin:10px;" /></a>

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Plumber allows you to create a web API by merely decorating your existing R
source code with `roxygen2`-like comments. Take a look at an example.

```r
# plumber.R

#* Echo back the input
#* @param msg The message to echo
#* @get /echo
function(msg="") {
  list(msg = paste0("The message is: '", msg, "'"))
}

#* Plot a histogram
#* @serializer png
#* @get /plot
function() {
  rand <- rnorm(100)
  hist(rand)
}

#* Return the sum of two numbers
#* @param a The first number to add
#* @param b The second number to add
#* @post /sum
function(a, b) {
  as.numeric(a) + as.numeric(b)
}
```

These comments allow `plumber` to make your R functions available as API
endpoints. You can use either `#*` as the prefix or `#'`, but we recommend the
former since `#'` will collide with `roxygen2`.

```r
library(plumber)
# 'plumber.R' is the location of the file shown above
pr("plumber.R") %>%
  pr_run(port=8000)
```

You can visit this URL using a browser or a terminal to run your R function and
get the results. For instance
`http://localhost:8000/plot` will show you a
histogram, and
`http://localhost:8000/echo?msg=hello`
will echo back the 'hello' message you provided.

Here we're using `curl` via a Mac/Linux terminal.

```
$ curl "http://localhost:8000/echo"
 {"msg":["The message is: ''"]}
$ curl "http://localhost:8000/echo?msg=hello"
 {"msg":["The message is: 'hello'"]}
```

As you might have guessed, the request's query string parameters are forwarded
to the R function as arguments (as character strings).

```
$ curl --data "a=4&b=3" "http://localhost:8000/sum"
 [7]
```

You can also send your data as JSON:

```
$ curl -H "Content-Type: application/json" --data '{"a":4, "b":5}' http://localhost:8000/sum
 [9]
```

## Installation

You can install the latest stable version from CRAN using the following command:

```r
install.packages("plumber")
```

If you want to try out the latest development version, you can install it from GitHub.

```r
remotes::install_github("rstudio/plumber")
library(plumber)
```

## Cheat Sheet

<a href="https://github.com/rstudio/cheatsheets/blob/main/plumber.pdf"><img src="https://raw.githubusercontent.com/rstudio/cheatsheets/main/pngs/thumbnails/plumber-cheatsheet-thumbs.png" width="630" height="252"/></a>

## Hosting

If you're just getting started with hosting cloud servers, the
[DigitalOcean](https://www.digitalocean.com) integration included in `plumber`
will be the best way to get started. You'll be able to get a server hosting your
custom API in just two R commands. To deploy to DigitalOcean, check out the
`plumber` companion package [`plumberDeploy`](https://github.com/meztez/plumberDeploy).

[RStudio Connect](https://www.rstudio.com/products/connect/) is a commercial
publishing platform that enables R developers to easily publish a variety of R
content types, including Plumber APIs. Additional documentation is available at
https://www.rplumber.io/articles/hosting.html#rstudio-connect-1.

A couple of other approaches to hosting plumber are also made available:

 - PM2 - https://www.rplumber.io/articles/hosting.html#pm2-1
 - Docker - https://www.rplumber.io/articles/hosting.html#docker-basic-
## Related Projects

- [OpenCPU](https://www.opencpu.org/) - A server designed for hosting R APIs
  with an eye towards scientific research.
- [jug](http://bart6114.github.io/jug/index.html) - *(development discontinued)*
  an R package similar to Plumber but uses a more programmatic approach to
  constructing the API.
