#' @title Data #' #' @description Data encapsulation #' #' @field data List of #' \itemize{ #' \item time: vector of times #' \item serie: centered series #' \item level: corresponding levels #' \item exo_hat: predicted exogenous variables #' \item exo_Dm1: List of measured exogenous variables at day minus 1 #' } #' #' @exportClass Data #' @export Data Data = setRefClass( Class = "Data", fields = list( data = "list" ), methods = list( initialize = function(...) { "Initialize empty Data object" callSuper(...) }, getSize = function() { "Number of series in the dataset" length(data) }, getStdHorizon = function() { "'Standard' horizon, from t+1 to midnight" L1 = length(data[[1]]$serie) L2 = length(data[[2]]$serie) if (L1 < L2) L2 - L1 else L1 }, append = function(new_time, new_serie, new_level, new_exo_hat, new_exo) { "Acquire a new vector of lists (time, serie, level, exo_hat, exo)" 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 } ) )