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August 8, 2024 08:49
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Quick demo Shiny app with {bslib} navbar with tabs and panels, and a sidebar with (conditional) dropdown selectors and checkboxes
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set.seed(123) | |
n <- 5 | |
scheme <- paste("Scheme", 1:n) | |
mitigator <- paste("Mitigator", LETTERS[1:n]) | |
combos <- tidyr::crossing(scheme, mitigator) | |
nrows <- nrow(combos) | |
dat <- combos |> | |
dplyr::mutate( | |
mitigator_group = dplyr::if_else( | |
stringr::str_detect(mitigator, " [ABC]$"), | |
"Group X", | |
"Group Y" | |
), | |
lo = runif(nrows), | |
hi = pmin(lo + runif(nrows, 0.25, 0.5), 1), | |
mid = (lo + hi) / 2, | |
years = sample(20:30, nrows, replace = TRUE) | |
) | |
ui <- bslib::page_navbar( | |
title = "Test layouts and content", | |
sidebar = bslib::sidebar( | |
shiny::selectInput( | |
inputId = "schemes", | |
label = "Select schemes", | |
choices = unique(dat$scheme), | |
selected = paste0("Scheme ", 1:3), | |
multiple = TRUE | |
), | |
shiny::selectInput( | |
inputId = "mitigator_groups", | |
label = "Select mitigator group", | |
choices = unique(dat$mitigator_group), | |
selected = "Group X", | |
multiple = FALSE | |
), | |
shiny::selectInput( | |
inputId = "mitigators", | |
label = "Select mitigators", | |
choices = dat$mitigator, | |
selected = paste("Mitigator", LETTERS[1:3]), | |
multiple = TRUE | |
), | |
shiny::checkboxInput( | |
inputId = "toggle_horizon", | |
label = "Standardise by horizon length?", | |
value = FALSE | |
), | |
shiny::checkboxInput( | |
inputId = "toggle_invert_facets", | |
label = "Facet by scheme?", | |
value = FALSE | |
) | |
), | |
bslib::nav_panel( | |
title = "Tab 1", | |
bslib::navset_card_underline( | |
bslib::nav_panel( | |
title = "Plot", | |
shiny::plotOutput("p") | |
), | |
bslib::nav_panel( | |
title = "Panel 2", | |
htmltools::p("Placeholder text (Tab 1, Panel 2).") | |
) | |
) | |
), | |
bslib::nav_panel( | |
title = "Tab 2", | |
bslib::navset_card_underline( | |
bslib::nav_panel( | |
"Panel 1", | |
htmltools::p("Placeholder text (Tab 2, Panel 1).") | |
), | |
bslib::nav_panel( | |
"Panel 2", | |
htmltools::p("Placeholder text (Tab 2, Panel 2).") | |
) | |
) | |
), | |
bslib::nav_spacer(), | |
bslib::nav_item(bslib::input_dark_mode(mode = "light")) | |
) | |
server <- function(input, output, session) { | |
dat_selected <- reactive({ | |
if (input$toggle_horizon) { | |
dat <- dat |> dplyr::mutate(dplyr::across(c(lo, hi, mid), \(x) x / years)) | |
} | |
dat |> | |
dplyr::filter( | |
scheme %in% input$schemes, | |
mitigator %in% input$mitigators | |
) | |
}) | |
shiny::observeEvent(input$mitigator_groups, { | |
mitigator_group_set <- dat |> | |
dplyr::filter(mitigator_group == input$mitigator_groups) |> | |
dplyr::distinct(mitigator) |> | |
dplyr::pull() | |
shiny::updateSelectInput( | |
session, | |
"mitigators", | |
choices = unique(dat$mitigator), | |
selected = mitigator_group_set | |
) | |
}) | |
output$p <- shiny::renderPlot({ | |
p <- dat_selected() |> ggplot2::ggplot() | |
if (!input$toggle_invert_facets) { | |
p <- p + | |
ggplot2::geom_pointrange( | |
ggplot2::aes(x = mid, y = scheme, xmin = lo, xmax = hi) | |
) + | |
ggplot2::facet_grid(~mitigator) | |
} | |
if (input$toggle_invert_facets) { | |
p <- p + | |
ggplot2::geom_pointrange( | |
ggplot2::aes(x = mid, y = mitigator, xmin = lo, xmax = hi) | |
) + | |
ggplot2::facet_grid(~scheme) | |
} | |
p + | |
ggplot2::labs(x = "80% Confidence Interval") + | |
ggplot2::theme_bw(base_size = 20) + | |
ggplot2::theme(axis.title.y = ggplot2::element_blank()) | |
}) | |
} | |
shiny::shinyApp(ui, server) |
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