#' Data #' #' Data encapsulation #' #' @docType class #' @importFrom R6 R6Class #' #' @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} #' #' @section Methods: \describe{ #' \item{\code{getSize()}} #' {Return number of series in dataset.} #' \item{\code{getStdHorizon()}} #' {Return number of time steps from serie[1] until midnight} #' \item{\code{append(new_time, new_centered_serie, new_level, new_exo, new_exo_hat)}} #' {Acquire a new vector of lists (time, centered_serie, level, exo, exo_hat).} #' \item{\code{getTime(index)}} #' {Get times at specified index.} #' \item{\code{getCenteredSerie(index)}} #' {Get centered serie at specified index.} #' \item{\code{getLevel(index)}} #' {Get level at specified index.} #' \item{\code{getSerie(index)}} #' {Get serie (centered+level) at specified index.} #' \item{\code{getExo(index)}} #' {Get exogenous variables at specified index.} #' \item{\code{getExoHat(index)}} #' {Get estimated exogenous variables at specified index.} #' \item{\code{getCoupleDays(first,last)}} #' {Get indices of no-NA series followed by no-NA, within [first,last] range.}} Data = R6::R6Class("Data", private = list( .data = list() ), public = list( getSize = function() length(private$.data) , getStdHorizon = function() 24 - as.POSIXlt( private$.data[[1]]$time[1] )$hour + 1 , append = function(new_time, new_centered_serie, new_level, new_exo, new_exo_hat) { private$.data[[length(private$.data)+1]] <- list( "time"=new_time, "centered_serie"=new_centered_serie, "level"=new_level, "exo"=new_exo, "exo_hat"=new_exo_hat) }, getTime = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$time }, getCenteredSerie = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$centered_serie }, getLevel = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$level }, getSerie = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$centered_serie + private$.data[[index]]$level }, getExo = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$exo }, getExoHat = function(index) { index = dateIndexToInteger(index, self) private$.data[[index]]$exo_hat }, removeFirst = function() private$.data <- private$.data[2:length(private$.data)] , removeLast = function() private$.data <- private$.data[1:(length(private$.data)-1)] , getCoupleDays = function(first, last) { (first:last)[ sapply(first:last, function(i) { !any( is.na(private$.data$getCenteredSerie(i)) | is.na(private$.data$getCenteredSerie(i+1)) ) }) ] } ) )