X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=pkg%2FR%2FData.R;h=39e34dee8758ab804536b1f77cd45109ace57b33;hb=d2ab47a744d8fb29c03a76a7ca2368dae53f9a57;hp=d970f7b825ad6af4e5e57b16f84a1cb2024ce5b3;hpb=25b75559e2d9bf84e2de35b851d93fefdae36e17;p=talweg.git diff --git a/pkg/R/Data.R b/pkg/R/Data.R index d970f7b..39e34de 100644 --- a/pkg/R/Data.R +++ b/pkg/R/Data.R @@ -1,131 +1,136 @@ #' Data #' -#' Data encapsulation +#' Data encapsulation as a list (days) of lists (components). #' -#' @field data List of +#' The private field .tv is a list where each cell contains the hourly variables for a +#' period of time of 24 hours, from 1am to next midnight. The other lists contain +#' informations on series' levels and exogenous variables (both measured and predicted). +#' +#' @usage # Data$new() +#' +#' @field .tv List of "time-values"; in each cell: #' \itemize{ #' \item time: vector of times -#' \item serie: centered series -#' \item level: corresponding levels -#' \item exo: exogenous variables -#' \item exo_hat: predicted exogenous variables +#' \item serie: (measured) serie +#' } +#' @field .level Vector of measured levels +#' @field .level_hat Vector of predicted levels +#' @field .exo List of measured exogenous variables, cell = numerical vector. +#' @field .exo_hat List of predicted exogenous variables, cell = numerical vector. +#' +#' @section Methods: +#' \describe{ +#' \item{\code{getSize()}}{ +#' Number of series in dataset.} +#' \item{\code{append(time, value, level_hat, exo, exo_hat)}}{ +#' Measured data for given vector of times + exogenous predictions from +#' last midgnight.} +#' \item{\code{getTime(index)}}{ +#' Times (vector) at specified index.} +#' \item{\code{getSerie(index)}}{ +#' Serie (centered+level) at specified index.} +#' \item{\code{getSeries(indices)}}{ +#' Series at specified indices (in columns).} +#' \item{\code{getLevel(index)}}{ +#' Measured level at specified index.} +#' \item{\code{getLevelHat(index)}}{ +#' Predicted level at specified index.} +#' \item{\code{getCenteredSerie(index)}}{ +#' Centered serie at specified index.} +#' \item{\code{getCenteredSeries(indices)}}{ +#' Centered series at specified indices (in columns).} +#' \item{\code{getExo(index)}}{ +#' Measured exogenous variables at specified index.} +#' \item{\code{getExoHat(index)}}{ +#' Predicted exogenous variables at specified index.} #' } #' #' @docType class -#' @importFrom R6 R6Class +#' @format R6 class #' -#' @export Data = R6::R6Class("Data", private = list( - .data = list() + .tv = list(), + .level = vector("double",0), + .level_hat = vector("double",0), + .exo = list(), + .exo_hat = list() ), public = list( getSize = function() - getSizeData(private) - , - getStdHorizon = function() - getStdHorizonData(private) - , - append = function(new_time, new_centered_serie, new_level, new_exo, new_exo_hat) - appendData(private, new_time, new_centered_serie, new_level, new_exo, new_exo_hat) + length(private$.tv) , + append = function(time=NULL, value=NULL, level_hat=NULL, exo=NULL, exo_hat=NULL) + { + if (!is.null(time) && !is.null(value)) + { + L = length(private$.tv) + if (L == 0 || strftime( tail(private$.tv[[L]]$time,1), + format="%H:%M:%S", tz="GMT" ) == "00:00:00") + { + # Append a new cell + private$.tv[[L+1]] <- list("time"=time, "serie"=value) + } + else + { + # Complete current cell + private$.tv[[L]]$time = c(private$.tv[[L]]$time, time) + private$.tv[[L]]$serie = c(private$.tv[[L]]$serie, value) + } + } + if (strftime( tail(private$.tv[[length(private$.tv)]]$time,1), + format="%H:%M:%S", tz="GMT" ) == "00:00:00") + { + private$.level = c(private$.level, + mean(private$.tv[[length(private$.tv)]]$serie, na.rm=TRUE)) + } + if (!is.null(level_hat)) + private$.level_hat = c(private$.level_hat, level_hat) + if (!is.null(exo)) + private$.exo[[length(private$.exo)+1]] = exo + if (!is.null(exo_hat)) + private$.exo_hat[[length(private$.exo_hat)+1]] = exo_hat + }, getTime = function(index) - getTimeData(self, private, index) - , - getCenteredSerie = function(index) - getCenteredSerieData(self, private, index) + { + index = dateIndexToInteger(index, self) + private$.tv[[index]]$time + }, + getSerie = function(index) + { + index = dateIndexToInteger(index, self) + private$.tv[[index]]$serie + }, + getSeries = function(indices) + sapply(indices, function(i) self$getSerie(i)) , getLevel = function(index) - getLevelData(self, private, index) - , - getSerie = function(index) - getSerieData(self, private, index) + { + index = dateIndexToInteger(index, self) + private$.level[index] + }, + getLevelHat = function(index) + { + index = dateIndexToInteger(index, self) + private$.level_hat[index] + }, + getCenteredSerie = function(index) + { + index = dateIndexToInteger(index, self) + private$.tv[[index]]$serie - private$.level[index] + }, + getCenteredSeries = function(indices) + sapply(indices, function(i) self$getCenteredSerie(i)) , getExo = function(index) - getExoData(self, private, index) - , + { + index = dateIndexToInteger(index, self) + private$.exo[[index]] + }, getExoHat = function(index) - getExoHatData(self, private, index) + { + index = dateIndexToInteger(index, self) + private$.exo_hat[[index]] + } ) ) - -#' Number of series in the dataset -#' -#' @param private List of private members in current object -getSizeData = function(private) - length(private$.data) - -#' 'Standard' horizon, from t+1 to midnight -#' -#' @inheritParams getSizeData -getStdHorizonData = function(private) - 24 - as.POSIXlt( private$.data[[1]]$time[1] )$hour + 1 - -#' Acquire a new vector of lists (time, centered_serie, level, exo, exo_hat) -#' -#' @inheritParams getSizeData -#' @param new_time Time -#' @param new_centered_serie Centered serie -#' @param new_level Level -#' @param new_exo Exogneous variables -#' @param new_exo_hat Predicted exogenous variables -appendData = function(private, new_time, new_centered_serie, new_level, new_exo, new_exo_hat) -{ - private$.data[[length(private$.data)+1]] <- list("time"=new_time, - "centered_serie"=new_centered_serie,"level"=new_level,"exo"=new_exo,"exo_hat"=new_exo_hat) -} - -#' Time values at specified index -#' -#' @inheritParams getSizeData -#' @param index Return value at this index -getTimeData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$time -} - -#' Centered serie values at specified index -#' -#' @inheritParams getTimeData -getCenteredSerieData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$centered_serie -} - -#' Level of the serie at specified index -#' -#' @inheritParams getTimeData -getLevelData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$level -} - -#' Serie values (centered+level) at specified index -#' -#' @inheritParams getTimeData -getSerieData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$centered_serie + data[[index]]$level -} - -#' Exogenous measures at specified index -#' -#' @inheritParams getTimeData -getExoData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$exo -} - -#' Exogeous predictions at specified index -#' -#' @inheritParams getTimeData -getExoHatData = function(o, private, index) -{ - index = dateIndexToInteger(index, o) - private$.data[[index]]$exo_hat -}