From f198736c4897c5799056c3684918bcc02507d20b Mon Sep 17 00:00:00 2001 From: aho Date: Mon, 13 Jul 2020 22:42:19 +0200 Subject: [PATCH 01/60] Roxygen2 for Sort() --- R/Sort.R | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/R/Sort.R b/R/Sort.R index 825272b..fc0e146 100644 --- a/R/Sort.R +++ b/R/Sort.R @@ -1,3 +1,22 @@ +#'Sort the coordinate variable values in a call to the function startR::Start +#' +#'The reorder function intended for use as parameter \code{_reorder} +#'in a call to the function \code{Start()}. This function complies with the input/output interface required by \code{Start()} defined in the documentation for the parameter \dots of that function. +#'The applied reordering consists of an increasing sort of the coordinate variable values. + +#'@param obs Vector of binary observations (1 or 0). +#'@param pred Vector of probablistic predictions with values in the range [0,1]. +#'@param thresholds Values used to bin the forecasts. By default the bins are +#' {[0,0.1), [0.1, 0.2), ... [0.9, 1]}. +#'@param exp Matrix of predictions with values in the range [0,1] for the +#' .BrierScore function +#' +#'@return Both BrierScore and .Brier score provide the same outputs: +#'@examples + + +#'@rdname Sort +#'@export Sort <- function(...) { params <- list(...) f <- "function(x) { @@ -14,6 +33,8 @@ Sort <- function(...) { r } +#'@rdname Sort +#'@export CircularSort <- function(start, end, ...) { params <- list(...) f <- "function (x) { -- GitLab From 5b221aab873a17c118f00f4e147e6b048cb196fc Mon Sep 17 00:00:00 2001 From: aho Date: Tue, 14 Jul 2020 17:20:18 +0200 Subject: [PATCH 02/60] Write Roxygen2 document for Sort.R --- NAMESPACE | 6 +++-- R/Sort.R | 51 ++++++++++++++++++++++++++++++--------- man/Sort.Rd | 69 +++++++++++++++++++++++++++++++++++++---------------- 3 files changed, 93 insertions(+), 33 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 1898794..3859378 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,2 +1,4 @@ -exportPattern("^[^\\.]") -import(stats, utils, abind, bigmemory, future, parallel) +# Generated by roxygen2: do not edit by hand + +export(CircularSort) +export(Sort) diff --git a/R/Sort.R b/R/Sort.R index fc0e146..d90c5c0 100644 --- a/R/Sort.R +++ b/R/Sort.R @@ -1,20 +1,49 @@ #'Sort the coordinate variable values in a call to the function startR::Start #' #'The reorder function intended for use as parameter \code{_reorder} -#'in a call to the function \code{Start()}. This function complies with the input/output interface required by \code{Start()} defined in the documentation for the parameter \dots of that function. -#'The applied reordering consists of an increasing sort of the coordinate variable values. +#'in a call to the function \code{Start()}. This function complies with the +#'input/output interface required by \code{Start()} defined in the documentation +#'for the parameter \dots of that function.\cr +#'The coordinate applied to \code{Sort()} consists of an increasing or decreasing +#'sort of the values. It is useful for adjusting the latitude order.\cr +#'The coordinate applied to \code{CircularSort()} consists of a circular sort of +#'values, where any values beyond the limits specified in the parameters +#'\code{start} and \code{end} is applied a modulus to fall in the specified +#'range. This is useful for circular coordinates such as the Earth longitudes. -#'@param obs Vector of binary observations (1 or 0). -#'@param pred Vector of probablistic predictions with values in the range [0,1]. -#'@param thresholds Values used to bin the forecasts. By default the bins are -#' {[0,0.1), [0.1, 0.2), ... [0.9, 1]}. -#'@param exp Matrix of predictions with values in the range [0,1] for the -#' .BrierScore function +#'@param start A numeric indicating the lower bound of the circular range. +#'@param end A numeric indicating the upper bound of the circular range. +#'@param {\dots} Additional parameters to adjust the reorderig (sent internally +#' to the function \code{sort()}). #' -#'@return Both BrierScore and .Brier score provide the same outputs: +#'@return +#'A list of 2 containing: +#'\item{$x}{ +#' The reordered values. +#'} +#'\item{$ix}{ +#' The permutation indices of $x in the original coordinate. +#'} #'@examples - - +#' # Used in Start(): +#' path <- paste0('/esarchive/exp/ecmwf/system5_m1/daily_mean/', +#' '$var$_f6h/$var$_$sdate$.nc') +#' res <- Start(dat = path, +#' var = 'psl', +#' ensemble = 'first', +#' sdate = '19821201', +#' time = indices(1), +#' latitude = values(list(-10, 10)), +#' latitude_reorder = Sort(decreasing = TRUE), +#' longitude = values(list(-10, 10)), +#' longitude_reorder = CircularSort(-180, 180), +#' synonims = list(latitude=c('lat','latitude'), +#' longitude=c('lon','longitude')), +#' return_vars = list(latitude = 'dat', +#' longitude = 'dat', +#' time = NULL), +#' retrieve = F) +#' #'@rdname Sort #'@export Sort <- function(...) { diff --git a/man/Sort.Rd b/man/Sort.Rd index c32a6e2..249d1ee 100644 --- a/man/Sort.Rd +++ b/man/Sort.Rd @@ -1,33 +1,62 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/Sort.R \name{Sort} +\alias{CircularSort} \alias{Sort} -\title{Sort Dimension Reorder for 'startR'} -\description{ -This is a reorder function intended for use as parameter \code{_reorder} in a call to the function \code{Start()} in the package 'startR'. This function complies with the input/output interface required by \code{Start()} defined in the documentation for the parameter \dots of that function. -\cr\cr -The applied reordering consists of an increasing sort of the coordinate variable values. -} +\title{Sort the coordinate variable values in a call to the function startR::Start} \usage{ Sort(...) + +CircularSort(start, end, ...) } \arguments{ - \item{\dots}{ -Additional parameters to adjust the reorderig (sent internally to the function \code{sort()}). - } +\item{start}{A numeric indicating the lower bound of the circular range.} + +\item{end}{A numeric indicating the upper bound of the circular range.} + +\item{{\dots}}{Additional parameters to adjust the reorderig (sent internally +to the function \code{sort()}).} } \value{ -List with the reordered values in the component \code{$x} and the permutation indices in the component \code{$ix}. See details in the documentation of the parameter \dots of the function \code{Start()}. +A list of 2 containing: +\item{$x}{ + The reordered values. } -\author{ -History:\cr -0.0 - 2017-04 (N. Manubens, \email{nicolau.manubens at bsc.es}) - Original code +\item{$ix}{ + The permutation indices of $x in the original coordinate. } -\seealso{ -\code{\link[startR]{CircularSort}} +} +\description{ +The reorder function intended for use as parameter \code{_reorder} +in a call to the function \code{Start()}. This function complies with the +input/output interface required by \code{Start()} defined in the documentation +for the parameter \dots of that function.\cr +The coordinate applied to \code{Sort()} consists of an increasing or decreasing +sort of the values. It is useful for adjusting the latitude order.\cr +The coordinate applied to \code{CircularSort()} consists of a circular sort of +values, where any values beyond the limits specified in the parameters +\code{start} and \code{end} is applied a modulus to fall in the specified +range. This is useful for circular coordinates such as the Earth longitudes. } \examples{ -## Check https://earth.bsc.es/gitlab/es/startR for step-by-step examples -## of Start() that use Sort(). +# Used in Start(): +path <- paste0('/esarchive/exp/ecmwf/system5_m1/daily_mean/', + '$var$_f6h/$var$_$sdate$.nc') +res <- Start(dat = path, + var = 'psl', + ensemble = 'first', + sdate = '19821201', + time = indices(1), + latitude = values(list(-10, 10)), + latitude_reorder = Sort(decreasing = TRUE), + longitude = values(list(-10, 10)), + longitude_reorder = CircularSort(-180, 180), + synonims = list(latitude=c('lat','latitude'), + longitude=c('lon','longitude')), + return_vars = list(latitude = 'dat', + longitude = 'dat', + time = NULL), + retrieve = F) + } -\keyword{IO} -\keyword{array} -\keyword{manip} + -- GitLab From 3a70ae23fedf4a6de1df70071ee44ae79b36a10a Mon Sep 17 00:00:00 2001 From: aho Date: Thu, 16 Jul 2020 11:12:45 +0200 Subject: [PATCH 03/60] Roxygen2 for Step.R --- NAMESPACE | 1 + R/Step.R | 56 ++++++++++++++++++++++++++++++++++++++++ man/Step.Rd | 73 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 130 insertions(+) create mode 100644 man/Step.Rd diff --git a/NAMESPACE b/NAMESPACE index 3859378..07ed7af 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -2,3 +2,4 @@ export(CircularSort) export(Sort) +export(Step) diff --git a/R/Step.R b/R/Step.R index 32c9273..2d453fe 100644 --- a/R/Step.R +++ b/R/Step.R @@ -1,3 +1,59 @@ +#'Define the operation applied on declared data. +#' +#'The step of the startR workflow after declaring data by Start() call. It +#'identifies the operation (i.e., function) and the target and output +#'dimensions of data array for the function. Ideally, it expects the dimension +#'name to be in the same order as the one requested in the Start() call. +#'If a different order is specified, startR will reorder the subset dimension +#'to the expected order for this function./cr +#' +#'@param fun A function in R format defining the operation to be applied to the +#' data declared by a Start() call. It should only work on the essential +#' dimensions rather than all the data dimensions. Since the function will be +#' called numerous times through all the non-essential dimensions, it is +#' recommended to keep them as light as possible. +#'@param target_dims A vector for single input array or a list of vectors for +#' multiple input arrays indicating the names of the dimensions 'fun' to be +#' applied along. +#'@param output_dims A vector for single returned array or a list of vectors +#' for multiple returned arrays indicating the dimension names of the function +#' output. +#'@param use_libraries A vector of character string indicating the R library +#' names to be used in 'fun'. The default value is NULL. +#'@param use_attributes One or more lists of vectors of character string +#' indicating the data attributes to be used in 'fun'. The list name should be +#' consistent with the list name of 'data' in AddStep(). The default value is +#' NULL. +#'@return A closure that contains all the objects assigned. It serves as the +#' input of Addstep(). +#'@examples +#' +#' repos <- '/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc' +#' data <- Start(dat = repos, +#' var = 'tas', +#' sdate = c('20170101', '20180101'), +#' ensemble = indices(1:20), +#' time = 'all', +#' latitude = 'all', +#' longitude = indices(1:40), +#' return_vars = list(latitude = 'dat', longitude = 'dat', time = 'sdate'), +#' retrieve = FALSE) +#' fun <- function(x) { +#' lat = attributes(x)$Variables$dat1$latitude +#' weight = sqrt(cos(lat * pi / 180)) +#' corrected = Apply(list(x), target_dims = "latitude", +#' fun = function(x) {x * weight}) +#' } +#' +#' +#' step <- Step(fun = fun, +#' target_dims = 'latitude', +#' output_dims = 'latitude', +#' use_libraries = c('multiApply'), +#' use_attributes = list(data = "Variables")) +#' wf <- AddStep(data, step) +#' +#'@export Step <- function(fun, target_dims, output_dims, use_libraries = NULL, use_attributes = NULL) { # Check fun diff --git a/man/Step.Rd b/man/Step.Rd new file mode 100644 index 0000000..b099cef --- /dev/null +++ b/man/Step.Rd @@ -0,0 +1,73 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/Step.R +\name{Step} +\alias{Step} +\title{Define the operation applied on declared data.} +\usage{ +Step(fun, target_dims, output_dims, use_libraries = NULL, + use_attributes = NULL) +} +\arguments{ +\item{fun}{A function in R format defining the operation to be applied to the +data declared by a Start() call. It should only work on the essential +dimensions rather than all the data dimensions. Since the function will be +called numerous times through all the non-essential dimensions, it is +recommended to keep them as light as possible.} + +\item{target_dims}{A vector for single input array or a list of vectors for +multiple input arrays indicating the names of the dimensions 'fun' to be +applied along.} + +\item{output_dims}{A vector for single returned array or a list of vectors +for multiple returned arrays indicating the dimension names of the function +output.} + +\item{use_libraries}{A vector of character string indicating the R library +names to be used in 'fun'. The default value is NULL.} + +\item{use_attributes}{One or more lists of vectors of character string +indicating the data attributes to be used in 'fun'. The list name should be +consistent with the list name of 'data' in AddStep(). The default value is +NULL.} +} +\value{ +A closure that contains all the objects assigned. It serves as the + input of Addstep(). +} +\description{ +The step of the startR workflow after declaring data by Start() call. It +identifies the operation (i.e., function) and the target and output +dimensions of data array for the function. Ideally, it expects the dimension +name to be in the same order as the one requested in the Start() call. +If a different order is specified, startR will reorder the subset dimension +to the expected order for this function./cr +} +\examples{ + + repos <- '/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc' + data <- Start(dat = repos, + var = 'tas', + sdate = c('20170101', '20180101'), + ensemble = indices(1:20), + time = 'all', + latitude = 'all', + longitude = indices(1:40), + return_vars = list(latitude = 'dat', longitude = 'dat', time = 'sdate'), + retrieve = FALSE) + fun <- function(x) { + lat = attributes(x)$Variables$dat1$latitude + weight = sqrt(cos(lat * pi / 180)) + corrected = Apply(list(x), target_dims = "latitude", + fun = function(x) {x * weight}) + } + + + step <- Step(fun = fun, + target_dims = 'latitude', + output_dims = 'latitude', + use_libraries = c('multiApply'), + use_attributes = list(data = "Variables")) + wf <- AddStep(data, step) + +} + 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