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Shiny CRUD
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library(shiny) | |
library(shinyjs) | |
# Get table metadata. For now, just the fields | |
# Further development: also define field types | |
# and create inputs generically | |
GetTableMetadata <- function() { | |
fields <- c(id = "Id", | |
name = "Name", | |
used_shiny = "Used Shiny", | |
r_num_years = "R Years") | |
result <- list(fields = fields) | |
return (result) | |
} | |
# Find the next ID of a new record | |
# (in mysql, this could be done by an incremental index) | |
GetNextId <- function() { | |
if (exists("responses") && nrow(responses) > 0) { | |
max(as.integer(rownames(responses))) + 1 | |
} else { | |
return (1) | |
} | |
} | |
#C | |
CreateData <- function(data) { | |
data <- CastData(data) | |
rownames(data) <- GetNextId() | |
if (exists("responses")) { | |
responses <<- rbind(responses, data) | |
} else { | |
responses <<- data | |
} | |
} | |
#R | |
ReadData <- function() { | |
if (exists("responses")) { | |
responses | |
} | |
} | |
#U | |
UpdateData <- function(data) { | |
data <- CastData(data) | |
responses[row.names(responses) == row.names(data), ] <<- data | |
} | |
#D | |
DeleteData <- function(data) { | |
responses <<- responses[row.names(responses) != unname(data["id"]), ] | |
} | |
# Cast from Inputs to a one-row data.frame | |
CastData <- function(data) { | |
datar <- data.frame(name = data["name"], | |
used_shiny = as.logical(data["used_shiny"]), | |
r_num_years = as.integer(data["r_num_years"]), | |
stringsAsFactors = FALSE) | |
rownames(datar) <- data["id"] | |
return (datar) | |
} | |
# Return an empty, new record | |
CreateDefaultRecord <- function() { | |
mydefault <- CastData(list(id = "0", name = "", used_shiny = FALSE, r_num_years = 2)) | |
return (mydefault) | |
} | |
# Fill the input fields with the values of the selected record in the table | |
UpdateInputs <- function(data, session) { | |
updateTextInput(session, "id", value = unname(rownames(data))) | |
updateTextInput(session, "name", value = unname(data["name"])) | |
updateCheckboxInput(session, "used_shiny", value = as.logical(data["used_shiny"])) | |
updateSliderInput(session, "r_num_years", value = as.integer(data["r_num_years"])) | |
} | |
ui <- fluidPage( | |
#use shiny js to disable the ID field | |
shinyjs::useShinyjs(), | |
#data table | |
DT::dataTableOutput("responses", width = 300), | |
#input fields | |
tags$hr(), | |
shinyjs::disabled(textInput("id", "Id", "0")), | |
textInput("name", "Name", ""), | |
checkboxInput("used_shiny", "Used Shiny", FALSE), | |
sliderInput("r_num_years", "R Years", 0, 25, 2, ticks = FALSE), | |
#action buttons | |
actionButton("submit", "Submit"), | |
actionButton("new", "New"), | |
actionButton("delete", "Delete") | |
) | |
server <- function(input, output, session) { | |
# input fields are treated as a group | |
formData <- reactive({ | |
sapply(names(GetTableMetadata()$fields), function(x) input[[x]]) | |
}) | |
# Click "Submit" button -> save data | |
observeEvent(input$submit, { | |
if (input$id != "0") { | |
UpdateData(formData()) | |
} else { | |
CreateData(formData()) | |
UpdateInputs(CreateDefaultRecord(), session) | |
} | |
}, priority = 1) | |
# Press "New" button -> display empty record | |
observeEvent(input$new, { | |
UpdateInputs(CreateDefaultRecord(), session) | |
}) | |
# Press "Delete" button -> delete from data | |
observeEvent(input$delete, { | |
DeleteData(formData()) | |
UpdateInputs(CreateDefaultRecord(), session) | |
}, priority = 1) | |
# Select row in table -> show details in inputs | |
observeEvent(input$responses_rows_selected, { | |
if (length(input$responses_rows_selected) > 0) { | |
data <- ReadData()[input$responses_rows_selected, ] | |
UpdateInputs(data, session) | |
} | |
}) | |
# display table | |
output$responses <- DT::renderDataTable({ | |
#update after submit is clicked | |
input$submit | |
#update after delete is clicked | |
input$delete | |
ReadData() | |
}, server = FALSE, selection = "single", | |
colnames = unname(GetTableMetadata()$fields)[-1] | |
) | |
} | |
# Shiny app with 3 fields that the user can submit data for | |
shinyApp(ui = ui, server = server) | |
How could we integrate with MySQL to use persistent data storage
Thank you. Very helpful!
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Nice one. Does this support persistent data storage?