#' Data #' #' Data encapsulation #' #' @field data List of #' \itemize{ #' \item time: vector of times #' \item serie: centered series #' \item level: corresponding levels #' \item exo: exogenous variables #' \item exo_hat: predicted exogenous variables #' } #' #' @docType class #' @importFrom R6 R6Class #' #' @export Data = R6Class("Data", private = list( .data = "list" ), public = list( initialize = function(...) initialize(self, private, ...) , getSize = function() getSize() , getStdHorizon = function() getStdHorizon(self, private) , append = function(new_time, new_serie, new_level, new_exo_hat, new_exo) append(self, private, data[[length(data)+1]] <<- list("time"=new_time,"serie"=new_serie,"level"=new_level, "exo_hat"=new_exo_hat,"exo"=new_exo) }, getTime = function(index) { "Time values at specified index" index = dateIndexToInteger(index, .self) data[[index]]$time }, getCenteredSerie = function(index) { "Serie values (centered) at specified index" index = dateIndexToInteger(index, .self) data[[index]]$serie }, getLevel = function(index) { "Level of the serie at specified index" index = dateIndexToInteger(index, .self) data[[index]]$level }, getSerie = function(index) { "Serie values (centered+level) at specified index" index = dateIndexToInteger(index, .self) data[[index]]$serie + data[[index]]$level }, getExoHat = function(index) { "Exogeous predictions at specified index" index = dateIndexToInteger(index, .self) data[[index]]$exo_hat }, getExo = function(index) { "Exogenous measures at specified index" index = dateIndexToInteger(index, .self) data[[index]]$exo } ) ) #' Initialize empty Data object initialize = function(self, private, ...) { invisible(self) } #' Number of series in the dataset getSize = function(self, private) length(private$.data) #' 'Standard' horizon, from t+1 to midnight getStdHorizon = function(self, private) 24 - as.POSIXlt( private$.data[[1]]$time[1] )$hour + 1 #' Acquire a new vector of lists (time, centered_serie, level, exo, exo_hat)