# plumber 

[![R build status](https://github.com/rstudio/plumber/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/rstudio/plumber/actions)
[![CRAN version](https://www.r-pkg.org/badges/version/plumber)](https://www.r-pkg.org/pkg/plumber)
[![CRAN RStudio mirror downloads](https://cranlogs.r-pkg.org/badges/plumber?color=brightgreen)](https://www.r-pkg.org/pkg/plumber)
[![codecov](https://app.codecov.io/gh/rstudio/plumber/branch/main/graph/badge.svg)](https://app.codecov.io/gh/rstudio/plumber)
[![RStudio community](https://img.shields.io/badge/community-plumber-blue?style=social&logo=rstudio&logoColor=75AADB)](https://forum.posit.co/tag/plumber)

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
pak::pkg_install("rstudio/plumber")
library(plumber)
```

## Cheat Sheet

## 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).

[Posit Connect](https://posit.co/products/enterprise/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>

## 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.
