#' @rdname launchShiny
#' @title Launch Shiny
#'
#' is used to launch the CytofRUV Shiny app. It examines any batch effects present when comparing CyTOF data
#' from samples replicated across batches using four different diagnostics plots:
#' Median Protein Expression, Protein Expression Distributions, Clustering Results
#' and Cluster Proportions.
#'
#' @param daf Dataset that the app's plots are based upon.
#'
#' @return Opens a browser window with an interactive Shiny application.
#'
#' @importFrom SingleCellExperiment reducedDimNames
#' @importFrom S4Vectors metadata
#' @export
#'
launch_Shiny<- function(daf){
if (!exists("md") || (!exists("daf"))) {
stop("Prior to launching the shiny application, users need to load variables as shown",
" in the vignette Introduction_to_CytofRUV.Rmd. This error is thrown when variables",
" such as 'md' and 'daf' have not been defined.")
}
if (exists("daf")) {
if (!("cluster_codes" %in% names(metadata(daf)))) {
stop("The app was launched without running clustering. Clustering data has to be loaded into the variable 'daf'. Please refer to the vignette",
" Introduction_to_CytofRUV.Rmd for instructions about how to run clustering.")
}
else if (!("TSNE" %in% reducedDimNames(daf))) {
stop("The app was launched without running TSNE dimension reduction. TSNE data has to be loaded into the variable 'daf'. Please refer to the vignette",
" Introduction_to_CytofRUV.Rmd for instructions about how to run them")
}
else if (!("UMAP" %in% reducedDimNames(daf))) {
stop("The app was launched without running UMAP dimension reduction. UMAP data has to be loaded into the variable 'daf'. Please refer to the vignette",
" Introduction_to_CytofRUV.Rmd for instructions about how to run them")
}
else if (!exists("sub_daf")) {
stop("Prior to launching the shiny application, users need to load variables as shown",
" in the vignette Introduction_to_CytofRUV.Rmd. This error is thrown when 'sub_daf'",
" has not been defined.")
}
}
# Launch GUI
shiny::runApp(
appDir=system.file("shinyGUI", package="CytofRUV"),
launch.browser=TRUE)
}
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