X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=pkg%2FR%2FData.R;h=3820d57907451c13e25955d7576e7cc2e9d5fd9b;hb=689aa1d3c58e8b1e9fdfa9b895ca38c7228f56cc;hp=53a8d5b1d5245629ae0ed28b34580f65f49f68f3;hpb=2057c793ad9929ed5bef8663ea28b896c84df0fc;p=talweg.git diff --git a/pkg/R/Data.R b/pkg/R/Data.R index 53a8d5b..3820d57 100644 --- a/pkg/R/Data.R +++ b/pkg/R/Data.R @@ -1,51 +1,59 @@ #' Data #' -#' Data encapsulation +#' Data encapsulation as a list (days) of lists (components). #' -#' @docType class -#' @importFrom R6 R6Class +#' The private field .data is a list where each cell contains the variables for a period +#' of time of 24 hours, from time P+1 until P the next day where P is an integer between +#' 0 and 23. .data[[1]] refers to the first measured data (serie and exogenous +#' variables): the corresponding times can be accessed through the function +#' \code{getTime()} below. Each cell .data[[i]] is itself a list containing five slots, +#' as described in the 'field' section. +#' +#' @usage data <- Data$new() #' -#' @field .data List of +#' @field .data[[i]] List of #' \itemize{ #' \item time: vector of times -#' \item centered_serie: centered series -#' \item level: corresponding levels +#' \item centered_serie: centered serie +#' \item level: corresponding level #' \item exo: exogenous variables -#' \item exo_hat: predicted exogenous variables +#' \item exo_hat: predicted exogenous variables (for next day) #' } #' #' @section Methods: #' \describe{ #' \item{\code{getSize()}}{ -#' Return number of series in dataset.} +#' Number of series in dataset.} #' \item{\code{getStdHorizon()}}{ -#' Return number of time steps from serie[1] until midnight} -#' \item{\code{appendHat(time, exo_hat)}}{ -#' New estimated exogenous variables + time} -#' \item{\code{append(serie, exo)}}{ -#' New measured data; call *after* \code{appendHat()}} +#' Number of time steps from serie[1] until midnight} +#' \item{\code{append(time, serie, exo, exo_hat)}}{ +#' Measured data for given vector of times + exogenous predictions from +#' last midgnight.} #' \item{\code{getTime(index)}}{ -#' Get times at specified index.} +#' Times (vector) at specified index.} #' \item{\code{getCenteredSerie(index)}}{ -#' Get (measured or predicted) centered serie at specified index.} +#' Centered serie at specified index.} #' \item{\code{getCenteredSeries(indices)}}{ -#' Get centered series at specified indices (in columns).} +#' Centered series at specified indices (in columns).} #' \item{\code{getLevel(index)}}{ -#' Get level at specified index.} +#' Level at specified index.} #' \item{\code{getSerie(index)}}{ -#' Get serie (centered+level) at specified index.} +#' Serie (centered+level) at specified index.} #' \item{\code{getSeries(indices)}}{ -#' Get series at specified indices (in columns).} +#' Series at specified indices (in columns).} #' \item{\code{getExoHat(index)}}{ -#' Get predicted exogenous variables at specified index.} +#' Predicted exogenous variables at specified index.} #' \item{\code{getExo(index)}}{ -#' Get exogenous variables at specified index.} +#' Measured exogenous variables at specified index.} #' \item{\code{removeFirst()}}{ #' Remove first list element (if truncated).} #' \item{\code{removeLast()}}{ #' Remove last list element (if truncated).} #' } #' +#' @docType class +#' @format R6 class +#' Data = R6::R6Class("Data", private = list( .data = list() @@ -57,18 +65,16 @@ Data = R6::R6Class("Data", getStdHorizon = function() 24 - as.POSIXlt( private$.data[[1]]$time[1] )$hour + 1 , - appendHat = function(time, exo_hat) - private$.data[[length(private$.data)+1]] <- list("time"=time,"exo_hat"=exo_hat) - , - append = function(time, serie, exo) + append = function(time, serie, exo, exo_hat) { - index <- length(private$.data) level = mean(serie, na.rm=TRUE) centered_serie = serie - level - private$.data[[index]]$time <- time - private$.data[[index]]$centered_serie <- centered_serie - private$.data[[index]]$level <- level - private$.data[[index]]$exo <- exo + private$.data[[length(private$.data)+1]] <- list( + "time"=time, #H-24 --> H-1 + "centered_serie"=centered_serie, #at 'time' + "level"=level, #at 'time' + "exo"=exo, #at 'time' (yersteday 0am to last midnight) + "exo_hat"=exo_hat) #today 0am to next midnight }, getTime = function(index) {