#' dateIndexToInteger #' #' Transform a (potential) date index into an integer (relative to data) #' #' @param index Date (or integer) index #' @param data Object of class \code{Data} #' #' @export dateIndexToInteger = function(index, data) { #works on integers too: trust input if (is.numeric(index)) index = as.integer(index) if (is.integer(index)) return (index) if (inherits(index, "Date") || is.character(index)) { tryCatch(indexAsDate <- as.Date(index), error=function(e) stop("Unrecognized index format")) #TODO: tz arg to difftime ? integerIndex <- round( as.numeric( difftime(indexAsDate, as.Date(data$getTime(1)[1])) ) ) + 1 if (integerIndex >= 1 && integerIndex <= data$getSize()) return (integerIndex) stop("Date outside data range") } stop("Unrecognized index format") } #' integerIndexToDate #' #' Transform an integer index to date index (relative to data) #' #' @param index Date (or integer) index #' @param data Object of class \code{Data} #' #' @export integerIndexToDate = function(index, data) { #works on dates too: trust input if (is.character(index)) index = as.Date(index) if (is(index,"Date")) return (index) index = index[1] if (is.numeric(index)) index = as.integer(index) if (!is.integer(index)) stop("'index' should be a date or integer") as.Date( data$getTime(index)[1] ) } #' getSimilarDaysIndices #' #' Find similar days indices in the past #' #' @param index Day index (numeric or date) #' @param limit Maximum number of indices to return #' @param same_seaon Should the indices correspond to day in same season? #' #' @export getSimilarDaysIndices = function(index, limit, same_season) { index = dateIndexToInteger(index) #TODO: mardi similaire à lundi mercredi jeudi aussi ...etc if (!same_season) { #take all similar days in recent past nb_days = min( (index-1) %/% 7, limit) return ( rep(index,nb_days) - 7*seq_len(nb_days) ) } #Look for similar days in similar season (+/- 30 days) days = c() i = index while (i >= 1 && length(days) < limit) { if (i < index) { days = c(days, i) #look in the "future of the past" for (j in 1:4) days = c(days, i+7*j) } #...and in the "past of the past" for (j in 1:4) { if (i - 7*j >= 1) days = c(days, i-7*j) } # TODO: exact computation instead of -364 # 364 = closest multiple of 7 to 365 - drift along the years... but not so many years so OK i = i - 364 } return ( days[1:min(limit,length(days))] ) } #' getSerie #' #' Return a time-serie from its centered version + level #' #' @param data A list as returned by \code{getData} #' @param index The index to return #' #' @export getSerie = function(data, index) data[[index]]$centered_serie + data[[index]]$level #' getNoNA2 #' #' Get indices in data of no-NA series followed by no-NA, within [first,last] range. #' #' @param data Object of class Data #' @param first First index (included) #' @param last Last index (included) #' #' @export getNoNA2 = function(data, first, last) { (first:last)[ sapply(first:last, function(i) !any( is.na(data$getCenteredSerie(i)) | is.na(data$getCenteredSerie(i+1)) ) ) ] }