From 99bdddd435dd923354828f5d3b10fb1f27525bee Mon Sep 17 00:00:00 2001 From: Diego H Date: Thu, 19 May 2022 17:46:57 +0200 Subject: [PATCH] Make drop_na.SpatRaster internal (#13) * Remove examples on drop_na * Update docs with pkgdev * Fix docs * Update docs with pkgdev Co-authored-by: dieghernan --- CITATION.cff | 23 ++++-- R/drop_na.Spat.R | 100 ++++++++++++++++------- R/replace_na.Spat.R | 3 +- codemeta.json | 2 +- man/drop_na.Rd | 91 ++++----------------- man/drop_na.SpatRaster.Rd | 111 ++++++++++++++++++++++++++ man/figures/README-example-temp-1.png | Bin 71306 -> 70699 bytes man/figures/README-example-temp-2.png | Bin 68503 -> 68377 bytes man/figures/README-example-tile-1.png | Bin 341859 -> 342049 bytes man/figures/README-example-tile-2.png | Bin 240698 -> 240551 bytes man/replace_na.Rd | 1 + 11 files changed, 221 insertions(+), 110 deletions(-) create mode 100644 man/drop_na.SpatRaster.Rd diff --git a/CITATION.cff b/CITATION.cff index dcb3f77f..11f0869f 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -69,6 +69,7 @@ references: given-names: Gábor email: csardi.gabor@gmail.com year: '2022' + url: https://CRAN.R-project.org/package=cli version: '>= 3.0.0' - type: software title: crayon @@ -79,7 +80,7 @@ references: given-names: Gábor email: csardi.gabor@gmail.com year: '2022' - url: https://github.com/r-lib/crayon#readme + url: https://CRAN.R-project.org/package=crayon - type: software title: dplyr abstract: 'dplyr: A Grammar of Data Manipulation' @@ -98,6 +99,7 @@ references: given-names: Kirill orcid: https://orcid.org/0000-0002-1416-3412 year: '2022' + url: https://CRAN.R-project.org/package=dplyr - type: software title: ggplot2 abstract: 'ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics' @@ -131,6 +133,7 @@ references: given-names: Dewey orcid: https://orcid.org/0000-0002-9415-4582 year: '2022' + url: https://CRAN.R-project.org/package=ggplot2 version: '>= 3.1.0' - type: software title: magrittr @@ -144,6 +147,7 @@ references: given-names: Hadley email: hadley@rstudio.com year: '2022' + url: https://CRAN.R-project.org/package=magrittr - type: software title: rlang abstract: 'rlang: Functions for Base Types and Core R and ''Tidyverse'' Features' @@ -156,6 +160,7 @@ references: given-names: Hadley email: hadley@rstudio.com year: '2022' + url: https://CRAN.R-project.org/package=rlang - type: software title: scales abstract: 'scales: Scale Functions for Visualization' @@ -167,6 +172,7 @@ references: - family-names: Seidel given-names: Dana year: '2022' + url: https://CRAN.R-project.org/package=scales - type: software title: sf abstract: 'sf: Simple Features for R' @@ -177,6 +183,7 @@ references: email: edzer.pebesma@uni-muenster.de orcid: https://orcid.org/0000-0001-8049-7069 year: '2022' + url: https://CRAN.R-project.org/package=sf version: '>= 1.0.0' - type: software title: terra @@ -188,7 +195,7 @@ references: email: r.hijmans@gmail.com orcid: https://orcid.org/0000-0001-5872-2872 year: '2022' - url: https://rspatial.org/terra/ + url: https://CRAN.R-project.org/package=terra version: '>= 1.5.0' - type: software title: tibble @@ -202,6 +209,7 @@ references: given-names: Hadley email: hadley@rstudio.com year: '2022' + url: https://CRAN.R-project.org/package=tibble - type: software title: tidyr abstract: 'tidyr: Tidy Messy Data' @@ -213,6 +221,7 @@ references: - family-names: Girlich given-names: Maximilian year: '2022' + url: https://CRAN.R-project.org/package=tidyr - type: software title: isoband abstract: 'isoband: Generate Isolines and Isobands from Regularly Spaced Elevation @@ -228,7 +237,7 @@ references: email: thomasp85@gmail.com orcid: https://orcid.org/0000-0002-5147-4711 year: '2022' - url: https://wilkelab.org/isoband/ + url: https://CRAN.R-project.org/package=isoband - type: software title: knitr abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R' @@ -239,7 +248,7 @@ references: email: xie@yihui.name orcid: https://orcid.org/0000-0003-0645-5666 year: '2022' - url: https://yihui.org/knitr/ + url: https://CRAN.R-project.org/package=knitr - type: software title: lifecycle abstract: 'lifecycle: Manage the Life Cycle of your Package Functions' @@ -253,6 +262,7 @@ references: email: hadley@rstudio.com orcid: https://orcid.org/0000-0003-4757-117X year: '2022' + url: https://CRAN.R-project.org/package=lifecycle - type: software title: maptiles abstract: 'maptiles: Download and Display Map Tiles' @@ -263,7 +273,7 @@ references: email: timothee.giraud@cnrs.fr orcid: https://orcid.org/0000-0002-1932-3323 year: '2022' - url: https://github.com/riatelab/maptiles/ + url: https://CRAN.R-project.org/package=maptiles - type: software title: rmarkdown abstract: 'rmarkdown: Dynamic Documents for R' @@ -302,6 +312,7 @@ references: email: rich@rstudio.com orcid: https://orcid.org/0000-0003-3925-190X year: '2022' + url: https://CRAN.R-project.org/package=rmarkdown - type: software title: testthat abstract: 'testthat: Unit Testing for R' @@ -311,6 +322,7 @@ references: given-names: Hadley email: hadley@rstudio.com year: '2022' + url: https://CRAN.R-project.org/package=testthat version: '>= 3.0.0' - type: software title: vdiffr @@ -334,3 +346,4 @@ references: given-names: Vaudor email: lise.vaudor@ens-lyon.fr year: '2022' + url: https://CRAN.R-project.org/package=vdiffr diff --git a/R/drop_na.Spat.R b/R/drop_na.Spat.R index 23d72eb8..2eb927d2 100644 --- a/R/drop_na.Spat.R +++ b/R/drop_na.Spat.R @@ -1,18 +1,15 @@ -#' Drop cells and attributes of Spat* objects containing missing values +#' Drop attributes of SpatVector objects containing missing values #' #' @description -#' `r lifecycle::badge('questioning')` -#' -#' `drop_na()` method drops cells and attributes where any layer or column -#' specified by ... contains a missing value. +#' `drop_na()` method drops geometries where any attribute specified by `...` +#' contains a missing value. #' #' #' @return A Spat* object of the same class than `.data`. See **Methods**. #' -#' @param data A SpatRaster created with [terra::rast()] or a SpatVector -#' created with [terra::vect()]. -#' @param ... [`tidy-select`][tidyr::drop_na()] Columns or layers to inspect -#' for missing values. If empty, all columns/layers are used. +#' @param data A SpatVector created with [terra::vect()]. +#' @param ... [`tidy-select`][tidyr::drop_na()] Attributes to inspect for +#' missing values. If empty, all attributes are used. #' #' @export #' @@ -21,7 +18,72 @@ #' #' @importFrom tidyr drop_na #' -#' @seealso [tidyr::drop_na()] +#' @seealso +#' [tidyr::drop_na()]. `r lifecycle::badge('questioning')` A method for +#' SpatRaster is also available, see [drop_na.SpatRaster()]. +#' +#' @family tidyr.methods +#' +#' +#' @section Methods: +#' +#' Implementation of the **generic** [tidyr::drop_na()] function. +#' +#' ## SpatVector +#' +#' The implementation of this method is performed on a `by-attribute` basis, +#' meaning that `NAs` are assessed on the attributes (columns) of each vector +#' (rows). The result is a SpatVector with potentially less geometries than the +#' input +#' +#' @examples +#' +#' library(terra) +#' +#' f <- system.file("extdata/cyl.gpkg", package = "tidyterra") +#' +#' v <- terra::vect(f) +#' +#' # Add NAs +#' v <- v %>% mutate(iso2 = ifelse(cpro <= "09", NA, cpro)) +#' +#' # Init +#' plot(v, col = "red") +#' +#' # Mask with lyr.1 +#' v %>% +#' drop_na(iso2) %>% +#' plot(col = "red") +drop_na.SpatVector <- function(data, ...) { + + # Use sf method + sf_obj <- sf::st_as_sf(data) + dropped <- tidyr::drop_na(sf_obj, ...) + + return(terra::vect(dropped)) +} + +#' Drop cells of SpatRaster objects containing missing values +#' +#' @description +#' `r lifecycle::badge('questioning')`. See **Methods**. +#' +#' `drop_na()` method drops cells where any layer specified by `...` contains +#' a missing value. +#' +#' @return A Spat* object of the same class than `.data`. See **Methods**. +#' +#' @param data A SpatRaster created with [terra::rast()]. +#' @param ... [`tidy-select`][tidyr::drop_na()] Layers to inspect +#' for missing values. If empty, all layers are used. +#' +#' @export +#' @keywords internal +#' @rdname drop_na.SpatRaster +#' +#' @seealso +#' +#' [tidyr::drop_na()], [drop_na()]. #' #' @family tidyr.methods #' @@ -56,13 +118,6 @@ #' #' Check the **Examples** to have a better understanding of this method. #' -#' ## SpatVector -#' -#' The implementation of this method is performed on a `by-attribute` basis, -#' meaning that `NAs` are assessed on the attributes (columns) of each vector -#' (rows). The result is a SpatVector with potentially less geometries than the -#' input -#' #' @examples #' #' library(terra) @@ -136,14 +191,3 @@ drop_na.SpatRaster <- function(data, ...) { return(newrast) } - -#' @export -#' @rdname drop_na -drop_na.SpatVector <- function(data, ...) { - - # Use sf method - sf_obj <- sf::st_as_sf(data) - dropped <- tidyr::drop_na(sf_obj, ...) - - return(terra::vect(dropped)) -} diff --git a/R/replace_na.Spat.R b/R/replace_na.Spat.R index b5886992..29ead7f8 100644 --- a/R/replace_na.Spat.R +++ b/R/replace_na.Spat.R @@ -5,7 +5,8 @@ #' Replace `NAs` on layers/attributes with specified values #' #' -#' @inheritParams drop_na +#' @param data A SpatRaster created with [terra::rast()] or a SpatVector +#' created with [terra::vect()]. #' @param replace list of values, with one value for each layer/attribute that #' has `NA` values to be replaced. #' @param ... Ignored diff --git a/codemeta.json b/codemeta.json index 62a672bf..0e05ae01 100644 --- a/codemeta.json +++ b/codemeta.json @@ -282,7 +282,7 @@ }, "SystemRequirements": null }, - "fileSize": "1431.952KB", + "fileSize": "1433.921KB", "citation": [ { "@type": "SoftwareSourceCode", diff --git a/man/drop_na.Rd b/man/drop_na.Rd index 7dfa1f25..5485c642 100644 --- a/man/drop_na.Rd +++ b/man/drop_na.Rd @@ -2,66 +2,28 @@ % Please edit documentation in R/drop_na.Spat.R \name{drop_na} \alias{drop_na} -\alias{drop_na.SpatRaster} \alias{drop_na.SpatVector} -\title{Drop cells and attributes of Spat* objects containing missing values} +\title{Drop attributes of SpatVector objects containing missing values} \usage{ -\method{drop_na}{SpatRaster}(data, ...) - \method{drop_na}{SpatVector}(data, ...) } \arguments{ -\item{data}{A SpatRaster created with \code{\link[terra:rast]{terra::rast()}} or a SpatVector -created with \code{\link[terra:vect]{terra::vect()}}.} +\item{data}{A SpatVector created with \code{\link[terra:vect]{terra::vect()}}.} -\item{...}{\code{\link[tidyr:drop_na]{tidy-select}} Columns or layers to inspect -for missing values. If empty, all columns/layers are used.} +\item{...}{\code{\link[tidyr:drop_na]{tidy-select}} Attributes to inspect for +missing values. If empty, all attributes are used.} } \value{ A Spat* object of the same class than \code{.data}. See \strong{Methods}. } \description{ -\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#questioning}{\figure{lifecycle-questioning.svg}{options: alt='[Questioning]'}}}{\strong{[Questioning]}} - -\code{drop_na()} method drops cells and attributes where any layer or column -specified by ... contains a missing value. -} -\section{Feedback needed!}{ - - -Visit \url{https://github.com/dieghernan/tidyterra/issues}. The implementation -of this method for SpatRaster may change in the future. -} - -\section{terra equivalent}{ - - -\code{\link[terra:trim]{terra::trim()}} +\code{drop_na()} method drops geometries where any attribute specified by \code{...} +contains a missing value. } - \section{Methods}{ Implementation of the \strong{generic} \code{\link[tidyr:drop_na]{tidyr::drop_na()}} function. -\subsection{SpatRaster}{ - -\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#questioning}{\figure{lifecycle-questioning.svg}{options: alt='[Questioning]'}}}{\strong{[Questioning]}} - -Actual implementation of \verb{drop_na().SpatRaster} can be understood as a -masking method based on the values of the layers (see \code{\link[terra:mask]{terra::mask()}}). - -Raster layers are considered as columns and raster cells as rows, so rows -(cells) with any \code{NA} value on any layer would get a \code{NA} value. It is -possible also to mask the cells (rows) based on the values of specific -layers (columns). - -\code{drop_na()} would effectively remove outer cells that are \code{NA} (see -\code{\link[terra:trim]{terra::trim()}}), so the extent of the resulting object may differ of the -extent of the input (see \code{\link[terra:resample]{terra::resample()}} for more info). - -Check the \strong{Examples} to have a better understanding of this method. -} - \subsection{SpatVector}{ The implementation of this method is performed on a \code{by-attribute} basis, @@ -75,48 +37,27 @@ input library(terra) +f <- system.file("extdata/cyl.gpkg", package = "tidyterra") -r <- rast( - crs = "epsg:3857", - extent = c(0, 10, 0, 10), - nlyr = 3, - resolution = c(2.5, 2.5) -) -terra::values(r) <- seq_len(ncell(r) * nlyr(r)) - - +v <- terra::vect(f) # Add NAs -r[r > 13 & r < 22 | r > 31 & r < 45] <- NA +v <- v \%>\% mutate(iso2 = ifelse(cpro <= "09", NA, cpro)) # Init -plot(r, nc = 3) +plot(v, col = "red") # Mask with lyr.1 -r \%>\% - drop_na(lyr.1) \%>\% - plot(nc = 3) - -# Mask with lyr.2 -r \%>\% - drop_na(lyr.2) \%>\% - plot(nc = 3) - -# Mask with lyr.3 -r \%>\% - drop_na(lyr.3) \%>\% - plot(nc = 3) - -# Auto-mask all layers -r \%>\% - drop_na() \%>\% - plot(nc = 3) - +v \%>\% + drop_na(iso2) \%>\% + plot(col = "red") } \seealso{ -\code{\link[tidyr:drop_na]{tidyr::drop_na()}} +\code{\link[tidyr:drop_na]{tidyr::drop_na()}}. \ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#questioning}{\figure{lifecycle-questioning.svg}{options: alt='[Questioning]'}}}{\strong{[Questioning]}} A method for +SpatRaster is also available, see \code{\link[=drop_na.SpatRaster]{drop_na.SpatRaster()}}. Other tidyr.methods: +\code{\link{drop_na.SpatRaster}()}, \code{\link{replace_na}()} } \concept{tidyr.methods} diff --git a/man/drop_na.SpatRaster.Rd b/man/drop_na.SpatRaster.Rd new file mode 100644 index 00000000..a53a29fe --- /dev/null +++ b/man/drop_na.SpatRaster.Rd @@ -0,0 +1,111 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/drop_na.Spat.R +\name{drop_na.SpatRaster} +\alias{drop_na.SpatRaster} +\title{Drop cells of SpatRaster objects containing missing values} +\usage{ +\method{drop_na}{SpatRaster}(data, ...) +} +\arguments{ +\item{data}{A SpatRaster created with \code{\link[terra:rast]{terra::rast()}}.} + +\item{...}{\code{\link[tidyr:drop_na]{tidy-select}} Layers to inspect +for missing values. If empty, all layers are used.} +} +\value{ +A Spat* object of the same class than \code{.data}. See \strong{Methods}. +} +\description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#questioning}{\figure{lifecycle-questioning.svg}{options: alt='[Questioning]'}}}{\strong{[Questioning]}}. See \strong{Methods}. + +\code{drop_na()} method drops cells where any layer specified by \code{...} contains +a missing value. +} +\section{Feedback needed!}{ + + +Visit \url{https://github.com/dieghernan/tidyterra/issues}. The implementation +of this method for SpatRaster may change in the future. +} + +\section{terra equivalent}{ + + +\code{\link[terra:trim]{terra::trim()}} +} + +\section{Methods}{ + + +Implementation of the \strong{generic} \code{\link[tidyr:drop_na]{tidyr::drop_na()}} function. +\subsection{SpatRaster}{ + +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#questioning}{\figure{lifecycle-questioning.svg}{options: alt='[Questioning]'}}}{\strong{[Questioning]}} + +Actual implementation of \verb{drop_na().SpatRaster} can be understood as a +masking method based on the values of the layers (see \code{\link[terra:mask]{terra::mask()}}). + +Raster layers are considered as columns and raster cells as rows, so rows +(cells) with any \code{NA} value on any layer would get a \code{NA} value. It is +possible also to mask the cells (rows) based on the values of specific +layers (columns). + +\code{drop_na()} would effectively remove outer cells that are \code{NA} (see +\code{\link[terra:trim]{terra::trim()}}), so the extent of the resulting object may differ of the +extent of the input (see \code{\link[terra:resample]{terra::resample()}} for more info). + +Check the \strong{Examples} to have a better understanding of this method. +} +} + +\examples{ + +library(terra) + + +r <- rast( + crs = "epsg:3857", + extent = c(0, 10, 0, 10), + nlyr = 3, + resolution = c(2.5, 2.5) +) +terra::values(r) <- seq_len(ncell(r) * nlyr(r)) + + + +# Add NAs +r[r > 13 & r < 22 | r > 31 & r < 45] <- NA + +# Init +plot(r, nc = 3) + +# Mask with lyr.1 +r \%>\% + drop_na(lyr.1) \%>\% + plot(nc = 3) + +# Mask with lyr.2 +r \%>\% + drop_na(lyr.2) \%>\% + plot(nc = 3) + +# Mask with lyr.3 +r \%>\% + drop_na(lyr.3) \%>\% + plot(nc = 3) + +# Auto-mask all layers +r \%>\% + drop_na() \%>\% + plot(nc = 3) + +} +\seealso{ +\code{\link[tidyr:drop_na]{tidyr::drop_na()}}, \code{\link[=drop_na]{drop_na()}}. + +Other tidyr.methods: +\code{\link{drop_na}()}, +\code{\link{replace_na}()} +} +\concept{tidyr.methods} +\keyword{internal} diff --git a/man/figures/README-example-temp-1.png b/man/figures/README-example-temp-1.png index 530f853d6d79335d7bdcf206244fd86d824954d5..f774ba5fe7d8da4bc141b9ba9385729316616df9 100644 GIT binary patch literal 70699 zcmdSAWl)=6)b<0DuMq08m?q(2z&&&ZSHsf8c+} zN{RtK{`&!UmLx$QL2{JRb^!p;`~Ule8geK#1pvqa(qiA#JhM(aeHu;G{Vrb8Pn6@{ z&WGR$1L6DoVFgHGW}q^*-Towrp*LboQvckrVeKM}DRl}N6L0k-)-)j>5em-YW(Bfg z@Djsc$tc<05$~eWvrtMoi?JF3GyE?esuy)^HbnegCNk8UJRZ*1eKgPXg}MXO7OQpQ zS~WhbC-2^bxoL08>GMG1v6f)AJeo7pUx2pGdHSR7@r;;=$6jwa$=kCME`(>z zQM6`gI>@_In1f^PM7h#U&uu|ng&N;|hJcrr00CiP=HhcFPgD#H55ndloiK~b6D*!h-Ir9Lt(L9Z&TmM^}QaM68Y%p*lcw#Hf&4M)~1TP0X z-DOSwr*%XA4;}${o{!t%kmZgRQ9dW^;Xc zlwCZ!tq6-Ti*jO-e$N0$Of8%<=hndnmEu7ZC7)#GKK+N3-iX1rjsODvb&? 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