#' @title dateIndexToInteger #' #' @description 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) { index = index[1] if (is.numeric(index)) index = as.integer(index) if (is.integer(index)) return (index) if (inherits(index, "Date") || is.character(index)) { tryCatch(dt <- as.POSIXct(index), error=function(e) stop("Unrecognized index format")) #TODO: tz arg to difftime ? integerIndex <- round( (as.numeric( difftime(dt, data$getTime(1)) ))[1] ) + 1 if (integerIndex > 0 && integerIndex <= data$getSize()) { #WARNING: if series start at date >0h, result must be shifted date1 = as.POSIXlt(data$getTime(1)[1]) date2 = as.POSIXlt(data$getTime(2)[1]) shift = (date1$year==date2$year && date1$mon==date2$mon && date1$mday==date2$mday) return (integerIndex + ifelse(shift,1,0)) } stop("Date outside data range") } stop("Unrecognized index format") } #' @title integerIndexToDate #' #' @description 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) { index = index[1] if (is.numeric(index)) index = as.integer(index) if (!is.integer(index)) stop("'index' should be an integer") as.Date( data$getTime(index)[1] ) } #' @title getSimilarDaysIndices #' #' @description 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))] ) }