Introduction
Liquid Oxygen is a UI component library based on the Liquid Design System, focusing on accessibility and interoperability. It provides React bindings and as such can be ported to Shiny through shiny.react
. It is similar in concept to Microsoft’s Fluent UI or Google’s MUI.
In this tutorial we will (begin to) create a liquid
R package, which will make it possible to use Liquid Oxygen in R/Shiny akin to how shiny.fluent does it for Fluent UI. It should give you enough understanding of shiny.react to allow you to use other React libraries in your projects, either by creating “wrapper” R packages or directly in you Shiny app.
This tutorial is aimed at advanced users who feel comfortable with both Shiny and React. You will need R and Node.js installed.
Creating the package
To start off we create a new package called liquid. The js
directory will contain the Node.js toolchain and JavaScript sources which will be compiled into a single file. Only that file will be needed to use the package, so we add js
to .Rbuildignore
to decrease the size of our package.
usethis::create_package("liquid")
usethis::use_build_ignore("js")
It is also a good idea to list the dependencies in the DESCRIPTION
file:
Imports:
htmltools,
shiny,
shiny.react
The R interface
In React, a component is a function which takes props and returns an element. These concepts map to R directly.
In R, elements are created with shiny.react::reactElement(module, name, props)
. In the browser, shiny.react will create the element by calling React.createElement(jsmodule[module][name], props)
. It is our task to ensure that jsmodule[module][name]
yields the right component. To accomplish it, we will later create a liquid.js
script which will set up the jsmodule
global appropriately.
To free the users of our package of having to include this script manually, we will use an HTML dependency. In R/components.R
let’s define:
liquidDependency <- function() {
htmltools::htmlDependency(
name = "liquid",
version = "0.1.0",
package = "liquid",
src = "www",
script = "liquid.js"
)
}
To define components succinctly, let’s create a helper. Remember - components are functions which take props and return elements:
component <- function(name) {
function(...) shiny.react::reactElement(
module = "@emdgroup-liquid/liquid",
name = name,
props = shiny.react::asProps(...),
deps = liquidDependency()
)
}
We can now add Liquid components to our package easily! Let’s try a LdButton and a LdLoading for starters.
#' @export
LdButton <- component("LdButton")
#' @export
LdLoading <- component("LdLoading")
Adding Liquid
In the js
directory we use yarn
to add the Liquid Oxygen library.
yarn init --yes
yarn add @emdgroup-liquid/liquid@3.0.0
In order to use react components we need to find where package exports are defined first. We need to look for export keyword with names of components. In case of this package, exports can be found in @emdgroup-liquid/liquid/dist/react
.
We will use a bundler to generate the liquid.js
script from the following js/src/index.js
file:
const Liquid = require('@emdgroup-liquid/liquid/dist/react');
require('@emdgroup-liquid/liquid/dist/css/liquid.css');
window.jsmodule = {
...window.jsmodule,
'@emdgroup-liquid/liquid': Liquid
; }
This script will make the Liquid Oxygen library available as jsmodule[@emdgroup-liquid/liquid]
on the browser. It will also load the necessary CSS.
Bundling
We will use webpack to build the liquid.js
file.
There is a handy online tool which we can use to generate a configuration for that webpack. Let’s just pick CSS from the Styling section and copy the the script to js/webpack.config.js
. We also add dev dependencies as suggested by the tool:
yarn add --dev webpack webpack-cli css-loader style-loader
Now let’s tweak the config a bit. We change the output to inst/www/liquid.js
:
: {
outputpath: path.join(__dirname, '..', 'inst', 'www'),
filename: 'liquid.js'
}
We add externals
to let webpack know where to look for modules provided by shiny.react:
: {
externals'react': 'jsmodule["react"]',
'react-dom': 'jsmodule["react-dom"]',
'@/shiny.react': 'jsmodule["@/shiny.react"]'
}
Our final js/webpack.config.js
looks as follows:
const webpack = require('webpack');
const path = require('path');
const config = {
entry: './src/index.js',
output: {
path: path.join(__dirname, '..', 'inst', 'www'),
filename: 'liquid.js'
,
}module: {
rules: [
{test: /\.css$/,
use: [
'style-loader',
'css-loader'
]
}
],
}externals: {
'react': 'jsmodule["react"]',
'react-dom': 'jsmodule["react-dom"]',
'@/shiny.react': 'jsmodule["@/shiny.react"]'
};
}
.exports = config; module
Building the package
We are ready to build our package! First of all, we run webpack in the js
directory:
yarn webpack
This will generate the inst/www/webpack.js
bundle. We should also generate the NAMESPACE file:
devtools::document()
We can now install the package directly with devtools::install()
and try it out!
Using the package
Let’s try a simple app first to test our components:
library(shiny)
library(shiny.react)
library(liquid)
shinyApp(
ui = tagList(
LdButton("Test Button"),
LdLoading()
),
server = function(input, output) {}
)
Cool! Let’s try something more advanced:
shinyApp(
ui = tagList(
LdButton(
"Initiate loading",
onClick = JS("(event) => Shiny.setInputValue('loading', true)")
),
reactOutput("spinner")
),
server = function(input, output) {
output$spinner <- renderReact({
if (!is.null(input$loading) && input$loading) LdLoading() else NULL
})
}
)
Creating input wrappers
Even simple components can be cumbersome to use in Shiny, as evident in the last example. It is a good idea to create .shinyInput
wrappers to simplify the life of your users.
We change our js/src/index.js
to the following:
const Liquid = require('@emdgroup-liquid/liquid/dist/react');
const { InputAdapter } = require('@/shiny.react')
require('@emdgroup-liquid/liquid/dist/css/liquid.css');
const LdSelect = InputAdapter(Liquid.LdSelect, (value, setValue) => ({
onLdchange: (event) => {
setValue(event.detail);
,
};
}))
window.jsmodule = {
...window.jsmodule,
'@emdgroup-liquid/liquid': Liquid,
'@/liquid': { LdSelect }
; }
In order to create an input that can be used in Shiny server we need to create the component with a hook that will set a value of Shiny input. We can use InputAdapter
from shiny.react
package to do it easily.
The documentation states that Liquid components dispatch ldchange events, to change value of Shiny input we need to set a value when component changes its state. For React components we use onLdchange prop and we set the value using event.detail. This property contains an array of selected items from the dropdown. If the documentation provides information which event field contains value of input use the one from documentation. If it doesn’t you can set a breakpoint in the browser to investigate what fields does event object have and use the appropriate one.
We also add these lines to R/components.R
:
input <- function(name, defaultValue) {
function(inputId, ..., value = defaultValue) {
shiny.react::reactElement(
module = "@/liquid",
name = name,
props = shiny.react::asProps(inputId = inputId, ..., value = value),
deps = liquidDependency()
)
}
}
#' @export
LdOption <- component("LdOption")
#' @export
LdSelect.shinyInput <- input("LdSelect", NULL)
#' @export
LdSelect <- component("LdSelect")
After rebuilding and reinstalling the package we can now rewrite the last Shiny app example as:
shinyApp(
ui = tagList(
LdSelect.shinyInput(
placeholder = "Pick a fruit",
inputId = "fruit",
value = NULL,
LdOption("Apple"),
LdOption("Orange"),
LdOption("Strawberry")
),
textOutput("selectedFruit")
),
server = function(input, output) {
output$selectedFruit <- renderText({
input$fruit
})
}
)
Notes
The module name passed to shiny.react::createElement()
can be arbitrary, but the following convention is recommended:
- For modules coming directly from npm, use the npm name, e.g.
@emdgroup-liquid/liquid
. - For modules with custom code, use the R package name with
@/
prefix, e.g.@/liquid
.