I am new to Shiny, apologies if this is obvious and has been asked numerous times, but I've been stuck on this for days. I've been modifying a dashboard to process analytical chemistry data i.e. it reads in multiple csv files, processes the data (smooths etc.) with various sliders and functions in Shiny, but does not save/download the processed data/output, which I've been trying to do. I don't seem to be able to access the "output" or processed data e.g. as a list of matrices, which I then write out as new .csv files. (I get "object of type 'closure' is not subsettable") I am competent in R, and have script which works well, but making this change to Shiny is proving problematic. How do I access the output data of detectedPeaks or baselineCorrectedSpectra to write to csv (or zip up the mutilple csv files)? Thank you.
#Just part of the relevant code - a long script
#server
baselineCorrectedSpectra <- reactive({
if (is.null(input$bc)) {
method <- "SNIP"
hws <- 100
} else {
method <- input$bc
hws <- input$bcHws
}
return(lapply(smoothedSpectra(), function(y) {
bl <- estimateBaseline(y, method=method, hws)
intensity(y) <- intensity(y)-bl[, 2]
return(y)
}))
})
detectedPeaks <- reactive({
return(detectPeaks(baselineCorrectedSpectra(), method=input$pdNoise,
halfWindowSize=input$pdHws, SNR=input$pdSNR))
})
datasetInput <- reactive({
switch(input$dtset,
"peaks" = detectedPeaks(),
"centroided" = baselineCorrectedSpectra())
})
output$DownloadZip <- downloadHandler(
filename = function(){
paste0("Results",".zip")
},
content = function(con){
files <- c()
tmpdir <- tempdir()
setwd(tempdir())
for (i in 1:length(s)){
x<-as.matrix(datasetInput[[i]]) #This doesn't work,how do I access this data?
y<-metaData(s[[i]])
f<-(paste("processed", y, sep="_" ))
if(input$downloadType == ".csv")
write.csv(x,f)
else write.table(x,f)
files<-c(x,files)
}
zip(zipfile=con, files=files)
},
contentType = "application/zip"
)
The way to do it is below:
x<-as.matrix(datasetInput()[[i]])