I have the shiny app below in which I convert the d
dataframe to a dataframe in which the unique items
will be summarized based on the name
and a new column will be added with their count
. Then I use DT
package to display this dataframe. I wonder if DT
or shinywidgets
or maybe another method can be used in order to display the table like in the screenshot below in which the user will be able to display the different strings in the items
column as separated words that he will be able to remove. Here is an example in the second column.
library(shiny)
library(DT)
library(jsonlite)
selector <- function(id, values, items = values){
options <- HTML(paste0(mapply(
function(value, item){
as.character(tags$option(value = value, item))
}, c("", values), c("", items)
), collapse = ""))
as.character(
tags$select(
id = id, class = "form-control", multiple = "multiple", options
)
)
}
name<-c("Jack","Bob","Jack","Bob")
item<-c("apple","olive","banana","tomato")
d<-data.frame(name,item)
words<-tapply(d$item, d$name, I)
nrows <- length(words)
js <- c(
"function(settings) {",
sprintf("var nrows = %d;", nrows),
sprintf("var words = %s;", toJSON(words)),
" var table = this.api().table();",
" function selectize(i) {",
" $('#slct' + i).selectize({",
" items: words[i-1],",
" onChange: function(value) {",
" table.cell(i-1, 2).data(value.length);",
" }",
" });",
" }",
" for(var i = 1; i <= nrows; i++) {",
" selectize(i);",
" Shiny.setInputValue('slct' + i, words[i-1]);",
" }",
"}"
)
ui <- fluidPage(
br(),
DTOutput("table"),
div( # this is a hidden selectize input whose role is to make
# available 'selectize.js'
style = "display: none;",
selectInput("id", "label", c("x", "y"))
)
)
server <- function(input, output, session) {
output[["table"]] <- renderDT({
dat <- data.frame(
FOO = c(unique(d$name)),
Words = vapply(
1:nrows,
function(i){
selector(paste0("slct", i), words[[i]])
},
character(1)
),
Count = lengths(words),
stringsAsFactors = FALSE
)
datatable(
data = dat,
selection = "none",
escape = FALSE,
rownames = FALSE,
options = list(
initComplete = JS(js),
preDrawCallback = JS(
'function() { Shiny.unbindAll(this.api().table().node()); }'
),
drawCallback = JS(
'function() { Shiny.bindAll(this.api().table().node()); }'
)
)
)
}, server = FALSE)
}
shinyApp(ui, server)
We can do that with a selectizeInput
:
library(shiny)
library(DT)
js <- c(
"function(settings){",
" $('#mselect').selectize();",
"}"
)
ui <- fluidPage(
br(),
DTOutput("table"),
div(
style = "display: none;",
selectInput("id", "label", c("x", "y"))
)
)
server <- function(input, output, session) {
output[["table"]] <- renderDT({
dat <- data.frame(
FOO = "bar",
BAZ = '<select id="mselect" class="form-control" multiple="multiple">
<option value=""></option>
<option value="A">Apple</option>
<option value="B">Banana</option>
<option value="C">Lemon</option>
</select>',
stringsAsFactors = FALSE)
datatable(
data = dat,
selection = "none",
escape = FALSE,
rownames = FALSE,
options = list(
initComplete = JS(js)
)
)
})
}
shinyApp(ui, server)
library(shiny)
library(DT)
selector <- function(id, values, items = values){
options <- HTML(paste0(mapply(
function(value, item){
as.character(tags$option(value = value, item))
}, c("",values), c("",items)
), collapse = ""))
as.character(
tags$select(
id = id, class = "form-control", multiple = "multiple", options
)
)
}
words1 <- c("apple", "banana")
words2 <- c("olive", "tomato")
js <- c(
"function(settings) {",
sprintf("var words1 = [%s];", toString(shQuote(words1))),
sprintf("var words2 = [%s];", toString(shQuote(words2))),
" $('#slct1').selectize({items: words1});",
" $('#slct2').selectize({items: words2});",
" Shiny.setInputValue('slct1', words1);",
" Shiny.setInputValue('slct2', words2);",
"}"
)
ui <- fluidPage(
br(),
verbatimTextOutput("words1"),
DTOutput("table"),
div( # this is a hidden selectize input whose role is to make
# available 'selectize.js'
style = "display: none;",
selectInput("id", "label", c("x", "y"))
)
)
server <- function(input, output, session) {
output[["table"]] <- renderDT({
dat <- data.frame(
FOO = c("bar", "baz"),
Words = c(
selector("slct1", words1),
selector("slct2", words2)
),
stringsAsFactors = FALSE
)
datatable(
data = dat,
selection = "none",
escape = FALSE,
rownames = FALSE,
options = list(
initComplete = JS(js),
preDrawCallback = JS(
'function() { Shiny.unbindAll(this.api().table().node()); }'
),
drawCallback = JS(
'function() { Shiny.bindAll(this.api().table().node()); }'
)
)
)
}, server = FALSE)
output[["words1"]] <- renderPrint({
input[["slct1"]]
})
}
shinyApp(ui, server)
With the counts:
library(shiny)
library(DT)
selector <- function(id, values, items = values){
options <- HTML(paste0(mapply(
function(value, item){
as.character(tags$option(value = value, item))
}, c("",values), c("",items)
), collapse = ""))
as.character(
tags$select(
id = id, class = "form-control", multiple = "multiple", options
)
)
}
words1 <- c("apple", "banana")
words2 <- c("olive", "tomato")
js <- c(
"function(settings) {",
sprintf("var words1 = [%s];", toString(shQuote(words1))),
sprintf("var words2 = [%s];", toString(shQuote(words2))),
" var table = this.api().table();",
" $('#slct1').selectize({",
" items: words1,",
" onChange: function(value) {",
" var count = value.length;",
" table.cell(0,2).data(count);",
" }",
" });",
" $('#slct2').selectize({",
" items: words2,",
" onChange: function(value) {",
" var count = value.length;",
" table.cell(1,2).data(count);",
" }",
" });",
" Shiny.setInputValue('slct1', words1);",
" Shiny.setInputValue('slct2', words2);",
"}"
)
ui <- fluidPage(
br(),
verbatimTextOutput("words1"),
DTOutput("table"),
div( # this is a hidden selectize input whose role is to make
# available 'selectize.js'
style = "display: none;",
selectInput("id", "label", c("x", "y"))
)
)
server <- function(input, output, session) {
output[["table"]] <- renderDT({
dat <- data.frame(
FOO = c("bar", "baz"),
Words = c(
selector("slct1", words1),
selector("slct2", words2)
),
Count = c(length(words1), length(words2)),
stringsAsFactors = FALSE
)
datatable(
data = dat,
selection = "none",
escape = FALSE,
rownames = FALSE,
options = list(
initComplete = JS(js),
preDrawCallback = JS(
'function() { Shiny.unbindAll(this.api().table().node()); }'
),
drawCallback = JS(
'function() { Shiny.bindAll(this.api().table().node()); }'
)
)
)
}, server = FALSE)
output[["words1"]] <- renderPrint({
input[["slct1"]]
})
}
shinyApp(ui, server)
For an arbitrary number of rows:
library(shiny)
library(DT)
library(jsonlite)
selector <- function(id, values, items = values){
options <- HTML(paste0(mapply(
function(value, item){
as.character(tags$option(value = value, item))
}, c("", values), c("", items)
), collapse = ""))
as.character(
tags$select(
id = id, class = "form-control", multiple = "multiple", options
)
)
}
words <- list(
c("apple", "banana"),
c("olive", "tomato")
)
nrows <- length(words)
js <- c(
"function(settings) {",
sprintf("var nrows = %d;", nrows),
sprintf("var words = %s;", toJSON(words)),
" var table = this.api().table();",
" function selectize(i) {",
" $('#slct' + i).selectize({",
" items: words[i-1],",
" onChange: function(value) {",
" table.cell(i-1, 2).data(value.length);",
" }",
" });",
" }",
" for(var i = 1; i <= nrows; i++) {",
" selectize(i);",
" Shiny.setInputValue('slct' + i, words[i-1]);",
" }",
"}"
)
ui <- fluidPage(
br(),
verbatimTextOutput("words1"),
DTOutput("table"),
div( # this is a hidden selectize input whose role is to make
# available 'selectize.js'
style = "display: none;",
selectInput("id", "label", c("x", "y"))
)
)
server <- function(input, output, session) {
output[["table"]] <- renderDT({
dat <- data.frame(
FOO = c("bar", "baz"),
Words = vapply(
1:nrows,
function(i){
selector(paste0("slct", i), words[[i]])
},
character(1)
),
Count = lengths(words),
stringsAsFactors = FALSE
)
datatable(
data = dat,
selection = "none",
escape = FALSE,
rownames = FALSE,
options = list(
initComplete = JS(js),
preDrawCallback = JS(
'function() { Shiny.unbindAll(this.api().table().node()); }'
),
drawCallback = JS(
'function() { Shiny.bindAll(this.api().table().node()); }'
)
)
)
}, server = FALSE)
output[["words1"]] <- renderPrint({
input[["slct1"]]
})
}
shinyApp(ui, server)