Created
May 9, 2019 09:13
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long running task in shiny with task in global future
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library(shiny) | |
library(DT) | |
library(dplyr) | |
library(future) | |
library(promises) | |
plan(multiprocess) | |
ui <- fluidPage( | |
verbatimTextOutput("timer"), | |
DTOutput("myTable") | |
) | |
#time stamp | |
observe({ | |
invalidateLater(1000, NULL) | |
print(Sys.time()) | |
}) | |
#initial value | |
rlist <- reactiveValues() | |
rlist$tbl_vals <- tibble(Value = rnorm(5)) | |
#set up global observer | |
observe({ | |
print("observer running") | |
future ({get_data()}) %>% | |
then(function(got_data){ | |
isolate({rlist$tbl_vals <<- got_data}) | |
invalidateLater(3000, NULL) | |
print("now returning data from future") | |
}) | |
}) | |
server <- function(input, output, session){ | |
#second timer | |
output$timer <- renderText({ | |
invalidateLater(1000, session) | |
as.character(Sys.time()) | |
}) | |
output$myTable <- renderDT({ | |
rlist$tbl_vals | |
}) | |
} | |
get_data <- function(){ | |
expensive_operation() | |
tibble(Value = rnorm(20)) | |
} | |
expensive_operation <- function(){ | |
invisible(rnorm(100000000)) | |
} | |
shinyApp(ui, server) |
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