Reputation: 6147
I have a teacher UI in my shiny app where a teacher can select any student ID from a selectizeInput
. Based on the current student info in the Firestore database, data is fetched and a ggiraph plot is drawn. The points in the plot are clickable that launch modals containing further information.
I am following the FUTURE_PROMISE()
section of this article. I have an async function used in a module that is used in the shiny app.
Unlike the example in the article, the time pauses in my app and the modal does not launch until the plot is generated. What am I doing wrong here?
Note that this app uses frbs
and frstore
packages that require firebase project credentials. I created a temporary DB but sharing the credentials here may still not be a good idea.
library(shiny)
library(bslib)
library(frbs)
library(frstore)
library(systemfonts)
library(ggplot2)
library(ggiraph)
library(ggimage)
library(future)
library(promises)
# Async Plan-------------
plan(
strategy = multisession,
workers = 3
)
# UI----------
ui <- page_fluid(
textOutput("time"),
selectizeInput("user_select_map", "Student ID:",
choices = c("stu1", "stu2"),
options = list(
onInitialize = I('function() { this.setValue(""); }')
)),
uiOutput("plot"),
actionButton("launch", "Launch Modal")
)
# Server---------
server <- function(input, output, session) {
#### Sign In ####
PROJECT_NAME <- reactive(frstore_project_id())
accessToken <- reactive({
admin_account <- frbs_sign_in(Sys.getenv("ADMIN_EMAIL"), Sys.getenv("PASS"))
admin_account$idToken
})
#### Show Time ####
output$time <- renderText({
invalidateLater(1000)
format(Sys.time(), "%H:%M:%S")
})
#### Launch a Modal ####
observeEvent(input$launch, {
showModal(
modalDialog(title = "MODAL")
)
})
#### Render Plot ####
output$plot <- renderUI({
tagList(
div(
id = paste0("stu_idmap"),
tags$h4(input$user_select_map),
mod_plot_promises_ui("stu_progress")
)
)
})
#### Async Plotting Module ####
mod_plot_promises_server(
"stu_progress",
accessToken,
reactive(input$user_select_map),
this_email,
session
)
}
shinyApp(ui, server)
collection_paths_e <- c("assign1", "assign2", "assign3",
"done1", "done2", "done3")
mod_plot_promises_ui <- function(id){
ns <- NS(id)
tagList(
girafeOutput(ns("student_progress"))
)
}
mod_plot_promises_server <- function(id, accessToken, student_email, this_email,
parent_session
){
moduleServer( id, function(input, output, session){
ns <- session$ns
event_names_list_stu <- reactivePoll(
10000,
session,
checkFunc = function() {
get_all_event_names_for_a_student(collection_paths_e, student_email(), accessToken())
},
valueFunc = function() {
get_all_event_names_for_a_student(collection_paths_e, student_email(), accessToken())
}
)
# Reactive value to store the plot promise
progress_map_promise <- reactiveVal()
observeEvent(event_names_list_stu(), {
create_inst_progress_visual_async(
event_names_list_stu(),
accessToken(),
student_email()
) %>%
then(\(result){
cli::cat_line("Yeay")
progress_map_promise(result)
}) %>%
catch(\(error){
cli::cat_line("Ouch")
progress_map_promise(
girafe(
ggobj = ggplot() +
annotate("text", x = 0.5, y = 0.5,
label = "Error loading plot",
size = 5, hjust = 0.5) +
theme_void()
)
)
})
})
output$student_progress <- renderGirafe({
progress_map_promise()
})
})
}
create_inst_progress_visual_async <- function(event_names_list_stu, accessToken, this_email){
promises::future_promise(
packages = c("ggplot2", "ggiraph", "dplyr", "httr2", "frstore", "ggimage", "systemfonts"),
seed = TRUE,
expr = {
my_green <- "darkgreen"
another_grey <- "#D3D3D3"
infoc <- "#f7d782"
my_black <- "black"
base_font <- "queensides"
tryCatch({
if (!("queensides" %in% systemfonts::system_fonts()$family)) {
systemfonts::register_font(
name = "queensides",
plain = here::here("www/Queensides-3z7Ey.ttf")
)
}
# Status--------------
num_events <- 3L
eventz <- sapply(1:num_events, function(x) paste0("Event ", x))
assigns <- sapply(1:num_events, function(x) paste0("assign", x))
dones <- sapply(1:num_events, function(x) paste0("done", x))
stu_enames <- event_names_list_stu
status <- vector(mode = "character", length = num_events)
for (i in 1:num_events){
assi_done <- stu_enames[c(paste0("assign", i), paste0("done", i))]
if ((assi_done[1] == "no name") & (assi_done[2] == "no name")){
status[i] <- "Not Assigned"
} else if ((assi_done[1] != "no name") & (assi_done[2] != "no name")){
status[i] <- "Complete"
} else if ((assi_done[1] != "no name") & (assi_done[2] == "no name")){
status[i] <- "Outstanding"
}
}
# Plot data----------------
if (is.null(status)){
dat <- NULL
} else {
x_pos <- seq(3, length.out = num_events)
scaling_factor <- ifelse(num_events > 5, 30, 20)
y_pos <- seq(0, 1, length.out = num_events) * scaling_factor
events <- eventz
# }
dat <- tibble::tibble(
x_pos = x_pos,
y_pos = y_pos,
events = events,
Status = status
)
dat <- dat |>
dplyr::mutate(
imagee = dplyr::case_match(
Status,
"Complete" ~ 'checkmark-circle',
c("Not Assigned") ~ 'ellipse',
"Outstanding" ~ 'alert-circle'
),
filll = dplyr::case_match(
Status,
"Complete" ~ my_green,
c("Not Assigned") ~ another_grey,
"Outstanding" ~ infoc
),
colorr = dplyr::case_match(
Status,
c("Not Assigned") ~ "white",
"Complete" ~ my_black,
"Outstanding" ~ "brown" #"red"
),
text_position = ifelse(dplyr::row_number() %% 2 == 0, -2.5, 3.5)
)
}
# Plot
if (is.null(dat)) {
p <- ggplot() +
annotate("text", x = 0.5, y = 0.5, label = "No data yet", size = 5, hjust = 0.5) +
theme_void() +
theme(plot.margin = margin(0, 0, 0, 0))
return(
list(
status = status,
progress_plot = girafe(ggobj = p, width_svg = 5, height_svg = 3)
)
)
} else {
p <- ggplot(data = dat, aes(x_pos, y_pos)) +
geom_path(color = "#D3D3D3", linewidth = 1.5) +
geom_point(data = dat |>
dplyr::filter(Status %in% c("Complete", "Outstanding")),
size = 10, aes(color = I(colorr))) +
geom_icon(aes(image = imagee, color = I(filll)), size = 0.08) +
geom_point_interactive(data = dat |>
dplyr::filter(Status %in% c("Not Assigned", "Outstanding")
),
aes(tooltip = events,
data_id = events),
size = 12, alpha = 0) + # Transparent points for interaction
geom_text(aes(label = events),
color = "#041C2C",
size = 6,
nudge_x = 0.3,
nudge_y = 0,
family = base_font
) +
theme_void(base_family = base_font) +
theme(plot.margin = margin(t = 20, unit = "pt"),
text = element_text(family = base_font)) +
coord_cartesian(clip = "off")
# list(
# status = status,
# dat = dat,
# progress_plot = girafe(ggobj = p, options = list(
# opts_selection(type = "single", css = "cursor:pointer;")
# ))
# )
girafe(ggobj = p, options = list(
opts_selection(type = "single", css = "cursor:pointer;")
))
}
}, error = function(e){
p <- ggplot() +
annotate("text", x = 0.5, y = 0.5, label = "Failed to fetch data", size = 5, hjust = 0.5) +
theme_void() +
theme(plot.margin = margin(0, 0, 0, 0))
# list(
# status = "Failed to get status",
# dat = "dat",
# progress_plot = girafe(ggobj = p, options = list(
# opts_selection(type = "single", css = "cursor:pointer;")
# ))
# )
girafe(ggobj = p, options = list(
opts_selection(type = "single", css = "cursor:pointer;")
))
}
)
})
}
Upvotes: 0
Views: 30