pkg/R/Data.R

   1 #' Data
   2 #'
   3 #' Data encapsulation
   4 #'
   5 #' @docType class
   6 #' @importFrom R6 R6Class
   7 #'
   8 #' @field .data List of \itemize{
   9 #'   \item time: vector of times
  10 #'   \item serie: centered series
  11 #'   \item level: corresponding levels
  12 #'   \item exo: exogenous variables
  13 #'   \item exo_hat: predicted exogenous variables}
  14 #'
  15 #' @section Methods:
  16 #' \describe{
  17 #' \item{\code{getSize()}}{
  18 #'   Return number of series in dataset.}
  19 #' \item{\code{getStdHorizon()}}{
  20 #'   Return number of time steps from serie[1] until midnight}
  21 #' \item{\code{append(new_time, new_centered_serie, new_level, new_exo, new_exo_hat)}}{
  22 #'   Acquire a new vector of lists (time, centered_serie, level, exo, exo_hat).}
  23 #' \item{\code{getTime(index)}}{
  24 #'   Get times at specified index.}
  25 #' \item{\code{getCenteredSerie(index)}}{
  26 #'   Get centered serie at specified index.}
  27 #' \item{\code{getCenteredSeries(indices)}}{
  28 #'   Get centered series at specified indices (in columns).}
  29 #' \item{\code{getLevel(index)}}{
  30 #'   Get level at specified index.}
  31 #' \item{\code{getSerie(index)}}{
  32 #'   Get serie (centered+level) at specified index.}
  33 #' \item{\code{getSeries(indices)}}{
  34 #'   Get series at specified indices (in columns).}
  35 #' \item{\code{getExo(index)}}{
  36 #'   Get exogenous variables at specified index.}
  37 #' \item{\code{getExoHat(index)}}{
  38 #'   Get estimated exogenous variables at specified index.}
  39 #' }
  40 Data = R6::R6Class("Data",
  41     private = list(
  42         .data = list()
  43     ),
  44     public = list(
  45         getSize = function()
  46             length(private$.data)
  47         ,
  48         getStdHorizon = function()
  49             24 - as.POSIXlt( private$.data[[1]]$time[1] )$hour + 1
  50         ,
  51         append = function(new_time, new_centered_serie, new_level, new_exo, new_exo_hat)
  52         {
  53             private$.data[[length(private$.data)+1]] <- list(
  54                 "time"=new_time, "centered_serie"=new_centered_serie, "level"=new_level,
  55                 "exo"=new_exo, "exo_hat"=new_exo_hat)
  56         },
  57         getTime = function(index)
  58         {
  59             index = dateIndexToInteger(index, self)
  60             private$.data[[index]]$time
  61         },
  62         getCenteredSerie = function(index)
  63         {
  64             index = dateIndexToInteger(index, self)
  65             private$.data[[index]]$centered_serie
  66         },
  67         getCenteredSeries = function(indices)
  68             sapply(indices, function(i) self$getCenteredSerie(i))
  69         ,
  70         getLevel = function(index)
  71         {
  72             index = dateIndexToInteger(index, self)
  73             private$.data[[index]]$level
  74         },
  75         getSerie = function(index)
  76         {
  77             index = dateIndexToInteger(index, self)
  78             private$.data[[index]]$centered_serie + private$.data[[index]]$level
  79         },
  80         getSeries = function(indices)
  81             sapply(indices, function(i) self$getSerie(i))
  82         ,
  83         getExo = function(index)
  84         {
  85             index = dateIndexToInteger(index, self)
  86             private$.data[[index]]$exo
  87         },
  88         getExoHat = function(index)
  89         {
  90             index = dateIndexToInteger(index, self)
  91             private$.data[[index]]$exo_hat
  92         },
  93         removeFirst = function()
  94             private$.data <- private$.data[2:length(private$.data)]
  95         ,
  96         removeLast = function()
  97             private$.data <- private$.data[1:(length(private$.data)-1)]
  98     )
  99 )