From 4f5581b8dc9ecc1063a8a9695f1a8b0e072e4a9d Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 09:35:17 +0200 Subject: [PATCH 01/12] fix arg validity check --- R/methods.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/methods.R b/R/methods.R index 2211da79..af5f6448 100644 --- a/R/methods.R +++ b/R/methods.R @@ -252,12 +252,12 @@ NULL #' @export setMethod("table", "ANY", \(...) { l <- list(...) - if (!is(l[[1]], "SpatialData")) + if (!is(l[[1]], "SpatialData")) return(base::table(...)) n <- length(l) i <- if (n == 1) 1 else l[[2]] m <- length(i) - if (any(c(n, m) > 2)) + if (n > 2 || m > 1) stop("too many arguments") y <- l[[1]]$tables .get(y, i) From 5c1fe7e78ed46c5edc7aadcbef3f6149456781ae Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 10:42:10 +0200 Subject: [PATCH 02/12] fix notes re: .mask, labels --- NAMESPACE | 1 + R/AllGenerics.R | 5 +++-- R/mask.R | 20 ++++++++++++++------ R/methods.R | 2 +- R/trans.R | 26 +++++++++++--------------- man/SpatialData.Rd | 2 +- man/trans.Rd | 14 ++++---------- 7 files changed, 35 insertions(+), 35 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 06aab2e8..3ca91b2a 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -136,6 +136,7 @@ importFrom(S4Vectors,isSequence) importFrom(S4Vectors,make_zero_col_DFrame) importFrom(S4Vectors,metadata) importFrom(S4Vectors,setValidity2) +importFrom(S4Vectors,transform) importFrom(SingleCellExperiment,"int_colData<-") importFrom(SingleCellExperiment,"int_metadata<-") importFrom(SingleCellExperiment,SingleCellExperiment) diff --git a/R/AllGenerics.R b/R/AllGenerics.R index bc1459a9..a24a6133 100644 --- a/R/AllGenerics.R +++ b/R/AllGenerics.R @@ -10,7 +10,7 @@ setGeneric("point", \(x, ...) standardGeneric("point")) # get all ---- setGeneric("images", \(x, ...) standardGeneric("images")) -setGeneric("labels", \(x, ...) standardGeneric("labels")) +setGeneric("labels", \(object, ...) standardGeneric("labels")) setGeneric("shapes", \(x, ...) standardGeneric("shapes")) setGeneric("points", \(x, ...) standardGeneric("points")) setGeneric("tables", \(x, ...) standardGeneric("tables")) @@ -63,7 +63,8 @@ setGeneric("addCT", \(x, ...) standardGeneric("addCT")) setGeneric("scale", \(x, t, ...) standardGeneric("scale")) setGeneric("rotate", \(x, t, ...) standardGeneric("rotate")) setGeneric("sequence", \(x, t, ...) standardGeneric("sequence")) -setGeneric("transform", \(x, i, ...) standardGeneric("transform")) +#' @importFrom S4Vectors transform +#setGeneric("transform") # base::transform (`_data`) setGeneric("translation", \(x, t, ...) standardGeneric("translation")) setGeneric("flip", \(x, ...) standardGeneric("flip")) diff --git a/R/mask.R b/R/mask.R index fe706329..7139dcb4 100644 --- a/R/mask.R +++ b/R/mask.R @@ -69,7 +69,7 @@ setMethod("mask", c("SpatialData", "ANY", "ANY"), \(x, i, j, k, .i <- transform(.i, ct[k]) .j <- transform(.j, ct[k]) t <- tryCatch(error=\(.) NULL, getTable(x, i)) - se <- .mask(.i, .j, how=how, table=t, ...) + se <- mask_i_by_j(.i, .j, how=how, table=t, ...) ik <- if (is.null(t)) "instance" else instance_key(t) md <- list(region=j, region_key="region", instance_key=ik) int_metadata(se)$spatialdata_attrs <- md @@ -81,14 +81,18 @@ setMethod("mask", c("SpatialData", "ANY", "ANY"), \(x, i, j, k, `table<-`(x, nm, value=se) }) -setGeneric(".mask", \(i, j, ...) standardGeneric(".mask")) +# internal use only! +#' @noRd +setGeneric("mask_i_by_j", \(i, j, ...) standardGeneric("mask_i_by_j")) #' @noRd #' @importFrom methods as #' @importFrom Matrix sparseVector #' @importFrom SummarizedExperiment assayNames<- #' @importFrom SingleCellExperiment SingleCellExperiment -setMethod(".mask", c("SpatialDataImage", "SpatialDataLabel"), \(i, j, how=NULL, ...) { +setMethod("mask_i_by_j", + c("SpatialDataImage", "SpatialDataLabel"), + \(i, j, how=NULL, ...) { .wh <- \(.) { ds <- dim(.); if (length(ds) == 3) ds <- ds[-1] metadata(.)$wh %||% list(c(0, ds[2]), c(0, ds[1])) @@ -129,7 +133,9 @@ setMethod(".mask", c("SpatialDataImage", "SpatialDataLabel"), \(i, j, how=NULL, #' @importFrom SparseArray colSums #' @importFrom SingleCellExperiment SingleCellExperiment #' @importFrom dplyr mutate left_join coalesce join_by select count collect row_number -setMethod(".mask", c("SpatialDataPoint", "SpatialDataShape"), \(i, j, how=NULL, ...) { +setMethod("mask_i_by_j", + c("SpatialDataPoint", "SpatialDataShape"), + \(i, j, how=NULL, ...) { if (!is.null(how)) message("Can only count when masking points; ignoring 'how'") id_x <- id_y <- n <- NULL # R CMD check ij <- .mask_map(i, j) @@ -162,7 +168,9 @@ setMethod(".mask", c("SpatialDataPoint", "SpatialDataShape"), \(i, j, how=NULL, #' @importFrom SummarizedExperiment assay #' @importFrom duckspatial ddbs_intersects #' @importFrom SingleCellExperiment SingleCellExperiment -setMethod(".mask", c("SpatialDataShape", "SpatialDataShape"), \(i, j, how=NULL, table=NULL, assay=1, ...) { +setMethod("mask_i_by_j", + c("SpatialDataShape", "SpatialDataShape"), + \(i, j, how=NULL, table=NULL, assay=1, ...) { # validity if (is.null(table)) stop("Missing 'table'; can't mask shapes without") if (is.null(how)) { how <- "sum"; message("Missing 'how'; defaulting to 'sum'") } @@ -201,5 +209,5 @@ setMethod(".mask", c("SpatialDataShape", "SpatialDataShape"), \(i, j, how=NULL, }) #' @noRd -setMethod(".mask", c("ANY", "ANY"), \(i, j, ...) +setMethod("mask_i_by_j", c("ANY", "ANY"), \(i, j, ...) stop("'mask'ing between these element types not supported")) diff --git a/R/methods.R b/R/methods.R index af5f6448..76f47d99 100644 --- a/R/methods.R +++ b/R/methods.R @@ -180,7 +180,7 @@ setMethod("images", "SpatialData", \(x) x$images) #' @export #' @rdname SpatialData -setMethod("labels", "SpatialData", \(x) x$labels) +setMethod("labels", "SpatialData", \(object) object$labels) #' @export #' @rdname SpatialData diff --git a/R/trans.R b/R/trans.R index 8a193bb0..e16b304e 100644 --- a/R/trans.R +++ b/R/trans.R @@ -3,7 +3,7 @@ #' @title Transformations #' @aliases transform scale rotate translation flip flop mirror sequence #' -#' @param x \code{SpatialData} element. +#' @param x,_data \code{SpatialData} element. #' @param i scalar integer or string; target coordinate space. #' @param t transformation data; exceptions: for \code{mirror}, controls #' whether to perform \bold{v}ertical or \bold{h}orizontal reflection; @@ -50,21 +50,17 @@ NULL #' @export #' @rdname trans -setMethod("transform", - c("SpatialDataElement", "missing"), - \(x, i, ...) transform(x, 1, ...)) - -#' @export -#' @rdname trans -setMethod("transform", - c("SpatialDataElement", "numeric"), - \(x, i, ...) transform(x, CTname(x)[i], ...)) - -#' @export -#' @rdname trans -setMethod("transform", c("SpatialDataElement", "character"), \(x, i, ...) { +setMethod("transform", "SpatialDataElement", \(`_data`, i=1, ...) { + stopifnot( + length(i) == 1, is.character(i) | + (is.numeric(i) && i == round(i))) + x <- `_data` + if (is.character(i)) { + i <- match.arg(i, CTname(x)) + i <- match(i, CTname(x)) + } + f <- CTtype(x)[i] t <- CTdata(x, i) - f <- CTtype(x)[match(i, CTname(x))] if (f == "sequence") { t <- lapply(t, unlist) } else t <- unlist(t) diff --git a/man/SpatialData.Rd b/man/SpatialData.Rd index 1186c939..97e4b309 100644 --- a/man/SpatialData.Rd +++ b/man/SpatialData.Rd @@ -101,7 +101,7 @@ SpatialData(images, labels, points, shapes, tables) \S4method{images}{SpatialData}(x) -\S4method{labels}{SpatialData}(x) +\S4method{labels}{SpatialData}(object) \S4method{points}{SpatialData}(x) diff --git a/man/trans.Rd b/man/trans.Rd index c3f8564d..1cc1c9c1 100644 --- a/man/trans.Rd +++ b/man/trans.Rd @@ -10,9 +10,7 @@ \alias{flop} \alias{mirror} \alias{sequence} -\alias{transform,SpatialDataElement,missing-method} -\alias{transform,SpatialDataElement,numeric-method} -\alias{transform,SpatialDataElement,character-method} +\alias{transform,SpatialDataElement-method} \alias{sequence,SpatialDataElement,list-method} \alias{mirror,SpatialDataArray-method} \alias{flip,SpatialDataArray-method} @@ -25,11 +23,7 @@ \alias{translation,SpatialDataFrame,numeric-method} \title{Transformations} \usage{ -\S4method{transform}{SpatialDataElement,missing}(x, i, ...) - -\S4method{transform}{SpatialDataElement,numeric}(x, i, ...) - -\S4method{transform}{SpatialDataElement,character}(x, i, ...) +\S4method{transform}{SpatialDataElement}(`_data`, i = 1, ...) \S4method{sequence}{SpatialDataElement,list}(x, t, ..., rev = FALSE) @@ -52,12 +46,12 @@ \S4method{translation}{SpatialDataFrame,numeric}(x, t, ...) } \arguments{ -\item{x}{\code{SpatialData} element.} - \item{i}{scalar integer or string; target coordinate space.} \item{...}{option arguments passed to and from other methods.} +\item{x, _data}{\code{SpatialData} element.} + \item{t}{transformation data; exceptions: for \code{mirror}, controls whether to perform \bold{v}ertical or \bold{h}orizontal reflection; no data is needed for \code{flip} (\bold{v}) and \code{flop} (\bold{h}).} From 31885b1a023e185e1e6b5396d4259fb46f4a74e7 Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 14:24:55 +0200 Subject: [PATCH 03/12] docs revision --- DESCRIPTION | 2 +- R/AllGenerics.R | 2 - R/SpatialData.R | 2 +- R/trans.R | 1 + inst/NEWS | 6 +++ man/SpatialData.Rd | 2 +- vignettes/SpatialData.Rmd | 94 +++++++++++++++++++-------------------- 7 files changed, 57 insertions(+), 52 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 35e9bce7..7b28e5f3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: SpatialData Title: Representation of Python's SpatialData in R Depends: R (>= 4.6) -Version: 0.99.36 +Version: 0.99.37 Description: R interface to Python/scverse's 'spatialdata' framework for unified spatial omics data handling. Adheres to OME-NGFF standards, providing lazy, on-disk representations for multiscale images and diff --git a/R/AllGenerics.R b/R/AllGenerics.R index a24a6133..3d593574 100644 --- a/R/AllGenerics.R +++ b/R/AllGenerics.R @@ -63,8 +63,6 @@ setGeneric("addCT", \(x, ...) standardGeneric("addCT")) setGeneric("scale", \(x, t, ...) standardGeneric("scale")) setGeneric("rotate", \(x, t, ...) standardGeneric("rotate")) setGeneric("sequence", \(x, t, ...) standardGeneric("sequence")) -#' @importFrom S4Vectors transform -#setGeneric("transform") # base::transform (`_data`) setGeneric("translation", \(x, t, ...) standardGeneric("translation")) setGeneric("flip", \(x, ...) standardGeneric("flip")) diff --git a/R/SpatialData.R b/R/SpatialData.R index 48bae740..470cd1a6 100644 --- a/R/SpatialData.R +++ b/R/SpatialData.R @@ -26,7 +26,7 @@ #' @param points list of \code{\link{SpatialDataPoint}}s #' @param shapes list of \code{\link{SpatialDataShape}}s #' @param tables list of \code{SingleCellExperiment}s -#' @param x \code{SpatialData} +#' @param x,object \code{SpatialData} object. #' @param i,j character string, scalar or vector of indices #' specifying the element to extract from a given layer. #' @param drop ignored. diff --git a/R/trans.R b/R/trans.R index e16b304e..aa51ffc6 100644 --- a/R/trans.R +++ b/R/trans.R @@ -50,6 +50,7 @@ NULL #' @export #' @rdname trans +#' @importFrom S4Vectors transform setMethod("transform", "SpatialDataElement", \(`_data`, i=1, ...) { stopifnot( length(i) == 1, is.character(i) | diff --git a/inst/NEWS b/inst/NEWS index 027f5116..f73b9115 100644 --- a/inst/NEWS +++ b/inst/NEWS @@ -1,3 +1,9 @@ +changes in version 0.99.37 + +- fix note regarding internal '.mask' generic +- fix conclits with 'base::labels' and 'S4Vectors::transform' +- in mask(), return 'j' instances that mapped to each 'i' + changes in version 0.99.36 - fix conflicts with 'base::table' and 'utils::data' diff --git a/man/SpatialData.Rd b/man/SpatialData.Rd index 97e4b309..161b8fb3 100644 --- a/man/SpatialData.Rd +++ b/man/SpatialData.Rd @@ -126,7 +126,7 @@ SpatialData(images, labels, points, shapes, tables) \item{tables}{list of \code{SingleCellExperiment}s} -\item{x}{\code{SpatialData}} +\item{x, object}{\code{SpatialData} object.} \item{name}{character string for extraction (see \code{?base::`$`}).} diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index cfcf2402..67b49331 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -74,17 +74,17 @@ the `readSpatialData()` function to ingest an entire store. For this demonstrati we use a toy dataset included in the package. ```{r read-data} -# Path to a toy dataset included in the package -path <- system.file("extdata", "blobs.zarr", package="SpatialData") +# path to 'spatialdata' .zarr store +zs <- file.path("extdata", "blobs.zarr") +zs <- system.file(zs, package="SpatialData") -# Read the complete SpatialData object -sd <- readSpatialData(path) -sd +# read as 'SpatialData' R object +(sd <- readSpatialData(zs)) ``` -The output above summarizes the `SpatialData` object, showing the number of -elements in each layer (images, labels, points, shapes, and tables), as well -as the coordinate systems defined in the dataset. +The output above summarizes the `SpatialData` object, showing the dimension +of elements in each layer (images, labels, points, shapes, tables), as well +as the defined coordinate systems and which elements map to each of these. ## Exploring the Object @@ -99,17 +99,12 @@ shapeNames(sd) We can retrieve a specific element using its name or index: ```{r explore-element} -# Retrieve the first label element -lbl <- label(sd, 1) -lbl +# retrieve 1st label element +(l <- label(sd)) -# Check the class of the retrieved element -class(lbl) - -# Access the underlying data of a point element -pts <- point(sd, 1) -class(data(pts)) -head(as.data.frame(data(pts))) +# access data underlying a point element +p <- point(sd) +as.data.frame(head(p)) ``` Elements are S4 objects composed of two key slots: @@ -121,14 +116,11 @@ Elements are S4 objects composed of two key slots: ## AnnData Integration with `anndataR` -For spatial omics datasets, functional annotations are often stored as -[AnnData](https://anndata.readthedocs.io) objects in Python. The -`r BiocStyle::Biocpkg("anndataR")` package [@Deconinck2025-anndataR] is used by -`SpatialData` to seamlessly read these `.zarr`-backed `AnnData` objects into -R as `SingleCellExperiment` objects. - -By default, `readSpatialData(..., anndataR=TRUE)` will use this package to -ingest any tables found in the Zarr store. +For spatial omics datasets, functional annotations are typically stored as +[AnnData](https://anndata.readthedocs.io) objects in Python. +`SpatialData` uses the `r BiocStyle::Biocpkg("anndataR")` R/Bioconductor +package [@Deconinck2025-anndataR] to seamlessly read these `.zarr`-backed +`AnnData` objects into R as `r BiocStyle::Biocpkg("SingleCellExperiment")`. # Coordinate Systems and Transformations @@ -139,11 +131,11 @@ simultaneously, defined by transformations in its metadata. ## Coordinate Transformation Graph The relationships between different elements and their respective coordinate -spaces can be complex. `SpatialData` provides the `CTgraph()` function to -visualize these relationships as a directed graph. +spaces can be complex. `SpatialData` provides the `CTgraph()` and `CTplot()` +functions to construct and visualize a directed graph of these relationships. ```{r ct-graph, fig.cap="Coordinate transformation graph for the 'blobs' dataset."} -if (requireNamespace("Rgraphviz", quietly = TRUE)) { +if (requireNamespace("Rgraphviz", quietly=TRUE)) { g <- CTgraph(sd) CTplot(g) } @@ -158,27 +150,34 @@ In this graph: ## Applying Transformations The `transform()` function resolves the necessary steps to project an element -into a target coordinate system by traversing this graph: +into a target coordinate system by traversing this graph, and applying the +respective transformation(s): ```{r transform} -# Retrieve a point element -p <- point(sd, 1) - -# Project it into the 'global' coordinate space -q <- SpatialData::transform(p, "global") +# retrieve element & project into 'global' +b <- transform(a <- label(sd), "scale") +do.call(rbind, c(a=extent(a), b=extent(b))) ``` # Spatial Queries -`SpatialData` supports sophisticated spatial operations such as cropping, -which are propagated across all layers: +`SpatialData` supports spatial operations, such as cropping by a rectangular +bounding box or polygon, which are propagated across all present layers: ```{r crop} -# Define a bounding box for cropping -bb <- list(xmin=10, xmax=50, ymin=10, ymax=50) - -# Crop the entire object -(sp <- crop(sd, bb, j="global")) +# bounding box +bb <- list( + xmin=10, xmax=50, + ymin=20, ymax=30) + +# subset object +sp <- crop(sd, bb) + +# before vs. after +rbind( + raw=dim(label(sd)), + box=dim(label(sp))) |> + `colnames<-`(c("y", "x")) ``` # Integration with Tables @@ -188,13 +187,14 @@ Tables (SCE objects) link to specific labels or shapes using `region` and feature-level information. ```{r tables} -(sce <- table(sd)) +# access annotation +(se <- table(sd)) -# Check which region this table annotates -region(sce) +# annotated region(s) +region(se) -# Check which instances are being annotated -instances(sce) +# annotated instance(s) +instances(se) ``` # Conclusion From 9b765743e5a059984bee14e3610d148dd36021ab Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 15:19:25 +0200 Subject: [PATCH 04/12] make point/shape inherit from frame (previously class union) --- NAMESPACE | 2 +- R/AllClasses.R | 61 +++++++++++++++++-------------------------------- R/AllGenerics.R | 2 -- R/methods.R | 3 ++- R/read.R | 13 ----------- R/sdFrame.R | 48 +++++++++++++++++++------------------- R/utils.R | 12 ++++++++++ 7 files changed, 60 insertions(+), 81 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 3ca91b2a..b01f2fd9 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -113,7 +113,6 @@ exportMethods(tables) exportMethods(transform) exportMethods(translation) import(geoarrow) -importClassesFrom(S4Vectors,DFrame) importFrom(BiocGenerics,as.data.frame) importFrom(BiocGenerics,colnames) importFrom(BiocGenerics,combine) @@ -189,6 +188,7 @@ importFrom(methods,as) importFrom(methods,callNextMethod) importFrom(methods,is) importFrom(methods,new) +importFrom(methods,setClass) importFrom(methods,setClassUnion) importFrom(methods,setMethod) importFrom(methods,setReplaceMethod) diff --git a/R/AllClasses.R b/R/AllClasses.R index 3d7f94ba..a8d4d726 100644 --- a/R/AllClasses.R +++ b/R/AllClasses.R @@ -1,46 +1,27 @@ +#' @importFrom methods setClass setClassUnion + .SpatialDataAttrs <- setClass( - Class="SpatialDataAttrs", + "SpatialDataAttrs", contains="list") -.SpatialDataImage <- setClass( - Class="SpatialDataImage", - contains=c("Annotated"), - slots=list(data="list", meta="SpatialDataAttrs")) - -.SpatialDataLabel <- setClass( - Class="SpatialDataLabel", - contains=c("Annotated"), - slots=list(data="list", meta="SpatialDataAttrs")) - -# these are 'R6ClassGenerator's; -# this somehow does the trick... -setClass("FileSystemDataset", "VIRTUAL") -setClass("arrow_dplyr_query", "VIRTUAL") -setClass("tbl_duckdb_connection", "VIRTUAL") -setClass("duckspatial_df", "VIRTUAL") -setClass("Table", "VIRTUAL") - -# TODO: this isn't great... arrow::open_dataset gives a FileSystemDataset, -# read_parquet gives a Table, dplyr calls give a query, but also wanna -# be able to store a normal data.frame, maybe? -#' @importFrom methods setClassUnion -setClassUnion( - "arrow_OR_df", - c("tbl_duckdb_connection", "duckspatial_df", "FileSystemDataset", "Table", "arrow_dplyr_query", "data.frame")) - -.SpatialDataPoint <- setClass( - Class="SpatialDataPoint", - contains=c("Annotated"), - slots=list(data="arrow_OR_df", meta="SpatialDataAttrs")) - -#' @importClassesFrom S4Vectors DFrame -.SpatialDataShape <- setClass( - Class="SpatialDataShape", - contains=c("Annotated"), - slots=list(data="arrow_OR_df", meta="SpatialDataAttrs")) - -setClassUnion("SpatialDataArray", c("SpatialDataImage", "SpatialDataLabel")) -setClassUnion("SpatialDataFrame", c("SpatialDataPoint", "SpatialDataShape")) +setOldClass("duckspatial_df") + +setClass("SpatialDataArray", + contains=c("Annotated", "VIRTUAL"), + slots=list( + data="list", + meta="SpatialDataAttrs")) + +setClass("SpatialDataFrame", + contains=c("Annotated", "VIRTUAL"), + slots=list( + data="duckspatial_df", + meta="SpatialDataAttrs")) + +.SpatialDataImage <- setClass("SpatialDataImage", contains="SpatialDataArray") +.SpatialDataLabel <- setClass("SpatialDataLabel", contains="SpatialDataArray") +.SpatialDataPoint <- setClass("SpatialDataPoint", contains="SpatialDataFrame") +.SpatialDataShape <- setClass("SpatialDataShape", contains="SpatialDataFrame") setClassUnion("SpatialDataElement", c( "SpatialDataImage", "SpatialDataLabel", diff --git a/R/AllGenerics.R b/R/AllGenerics.R index 3d593574..ae792eec 100644 --- a/R/AllGenerics.R +++ b/R/AllGenerics.R @@ -4,8 +4,6 @@ setGeneric("image", \(x, ...) standardGeneric("image")) setGeneric("label", \(x, ...) standardGeneric("label")) setGeneric("shape", \(x, ...) standardGeneric("shape")) setGeneric("point", \(x, ...) standardGeneric("point")) -#setGeneric("table", \(x, ...) standardGeneric("table")) -#' @importFrom BiocGenerics table # get all ---- diff --git a/R/methods.R b/R/methods.R index 76f47d99..80f39760 100644 --- a/R/methods.R +++ b/R/methods.R @@ -248,8 +248,9 @@ NULL y[[i]] } -#' @name SpatialData #' @export +#' @name SpatialData +#' @importFrom BiocGenerics table setMethod("table", "ANY", \(...) { l <- list(...) if (!is(l[[1]], "SpatialData")) diff --git a/R/read.R b/R/read.R index 3a3831d3..30228f5e 100644 --- a/R/read.R +++ b/R/read.R @@ -87,19 +87,6 @@ readPoint <- function(x, ...) { SpatialDataPoint(data=df, meta=SpatialDataAttrs(md)) } -# create DuckDB connection -# (to be used everywhere!) -#' @importFrom DBI dbIsValid -#' @importFrom duckspatial ddbs_create_conn -.conn <- \() { - nm <- ".SpatialData_DuckDB_conn" - if (!exists(nm, envir=.GlobalEnv) || - !dbIsValid(.GlobalEnv[[nm]])) { - .GlobalEnv[[nm]] <- ddbs_create_conn() - } - .GlobalEnv[[nm]] -} - #' @rdname readSpatialData #' @importFrom Rarr read_zarr_attributes #' @importFrom duckspatial ddbs_open_dataset diff --git a/R/sdFrame.R b/R/sdFrame.R index 442dbef2..36f00cd8 100644 --- a/R/sdFrame.R +++ b/R/sdFrame.R @@ -79,7 +79,8 @@ NULL type <- match.arg(type) if (is.null(data) || isTRUE(nrow(data) == 0)) { # return empty data.frame with geometry column - return(data.frame(geometry=I(list()))) + fn <- switch(type, POINT=st_point, st_polygon) + return(st_sf(geometry=st_sfc(fn())[0], crs=NA)) } if (is.data.frame(data) && !is(data, "sf")) { nms <- names(data) @@ -98,6 +99,24 @@ NULL return(data) } +#' @importFrom duckspatial ddbs_write_table +#' @importFrom duckspatial as_duckspatial_df +.duck <- \(data, name) { + # silent complaint re: missing CRS + suppressMessages( + ddbs_write_table( + conn=.conn(), + data=data, + name=name, + overwrite=TRUE, + temp_view=FALSE)) + as_duckspatial_df( + x=name, + conn=.conn(), + crs=NA_character_, + geom_col=attr(data, "sf_column")) +} + #' @export #' @rdname SpatialDataFrame #' @importFrom methods is @@ -106,17 +125,14 @@ NULL #' @importFrom duckspatial as_duckspatial_df SpatialDataPoint <- \(data=NULL, meta=SpatialDataAttrs(type="frame"), metadata=list(), ik=NULL, fk=NULL, ...) { data <- .df_to_sf(data, "POINT") - # validate geometry type (must be points) if (isTRUE(nrow(data) > 0L)) { gt <- tryCatch(unique(st_geometry_type(data)), error=\(.) "n/a") if (!all(gt == "POINT")) stop( "only 'POINT' geometries supported; ", "found: ", paste(gt, collapse=", ")) - # always ensure internal data is 'duckspatial_df' - if (!is(data, "duckspatial_df")) - data <- as_duckspatial_df(data, crs=NA_character_) } - # update 'spatialdata_attrs' if keys are provided + if (!is(data, "duckspatial_df")) + data <- .duck(data, "sdPoint") za <- as.list(meta) if (is.null(za$spatialdata_attrs)) za$spatialdata_attrs <- list() @@ -128,7 +144,6 @@ SpatialDataPoint <- \(data=NULL, meta=SpatialDataAttrs(type="frame"), metadata=l stopifnot(fk %in% colnames(data)) feature_key(za) <- fk } - # construct S4 object x <- .SpatialDataPoint(data=data, meta=SpatialDataAttrs(za), ...) metadata(x) <- metadata return(x) @@ -138,25 +153,10 @@ SpatialDataPoint <- \(data=NULL, meta=SpatialDataAttrs(type="frame"), metadata=l #' @rdname SpatialDataFrame #' @importFrom methods is #' @importFrom S4Vectors metadata<- -#' @importFrom duckspatial ddbs_write_table -#' @importFrom duckspatial as_duckspatial_df SpatialDataShape <- \(data=NULL, meta=SpatialDataAttrs(type="frame"), metadata=list(), ...) { data <- .df_to_sf(data, "POLYGON") - # always ensure internal data is 'duckspatial_df' - if (!is(data, "duckspatial_df") && isTRUE(nrow(data) > 0L)) { - suppressMessages( # silent complaint re: missing CRS - ddbs_write_table( - conn=.conn(), - data=data, - name="sdShape", - overwrite=TRUE, - temp_view=FALSE)) - data <- as_duckspatial_df( - x="sdShape", - conn=.conn(), - crs=NA_character_, - geom_col=attr(data, "sf_column")) - } + if (!is(data, "duckspatial_df")) + data <- .duck(data, "sdShape") x <- .SpatialDataShape(data=data, meta=meta, ...) metadata(x) <- metadata return(x) diff --git a/R/utils.R b/R/utils.R index 5c34f069..b6d9f32b 100644 --- a/R/utils.R +++ b/R/utils.R @@ -1,3 +1,15 @@ +# get/make DuckDB connection +#' @importFrom DBI dbIsValid +#' @importFrom duckspatial ddbs_create_conn +.conn <- \() { + nm <- ".SpatialData_DuckDB_conn" + if (!exists(nm, envir=.GlobalEnv) || + !dbIsValid(.GlobalEnv[[nm]])) { + .GlobalEnv[[nm]] <- ddbs_create_conn() + } + .GlobalEnv[[nm]] +} + # internal helper for null-coalescing `%||%` <- \(a, b) if (is.null(a)) b else a From a40391977a15224ea937e2a1abee56ea6fccf3bc Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 15:48:43 +0200 Subject: [PATCH 05/12] code cleaning --- NAMESPACE | 1 + R/AllClasses.R | 42 +++++++++++++++++------------------------- R/methods.R | 27 +++++++++++++-------------- 3 files changed, 31 insertions(+), 39 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index b01f2fd9..76d77958 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -191,6 +191,7 @@ importFrom(methods,new) importFrom(methods,setClass) importFrom(methods,setClassUnion) importFrom(methods,setMethod) +importFrom(methods,setOldClass) importFrom(methods,setReplaceMethod) importFrom(rlang,"!!") importFrom(rlang,.data) diff --git a/R/AllClasses.R b/R/AllClasses.R index a8d4d726..84f1a13f 100644 --- a/R/AllClasses.R +++ b/R/AllClasses.R @@ -1,43 +1,35 @@ -#' @importFrom methods setClass setClassUnion +#' @importFrom methods setClass setClassUnion setOldClass -.SpatialDataAttrs <- setClass( - "SpatialDataAttrs", - contains="list") +#' @export +#' @rdname SpatialData +.SpatialData <- setClass( + Class="SpatialData", + contains=c("list", "Annotated"), + representation( + images="list", # 'SpatialDataImage's + labels="list", # 'SpatialDataLabel's + points="list", # 'SpatialDataPoint's + shapes="list", # 'SpatialDataShape's + tables="list")) # 'SingleCellExperiment's +.LAYERS <- `names<-`(. <- c("images","labels","points","shapes","tables"), .) +.SpatialDataAttrs <- setClass("SpatialDataAttrs", contains="list") setOldClass("duckspatial_df") setClass("SpatialDataArray", contains=c("Annotated", "VIRTUAL"), - slots=list( - data="list", - meta="SpatialDataAttrs")) + slots=list(data="list", meta="SpatialDataAttrs")) setClass("SpatialDataFrame", contains=c("Annotated", "VIRTUAL"), - slots=list( - data="duckspatial_df", - meta="SpatialDataAttrs")) + slots=list(data="duckspatial_df", meta="SpatialDataAttrs")) .SpatialDataImage <- setClass("SpatialDataImage", contains="SpatialDataArray") .SpatialDataLabel <- setClass("SpatialDataLabel", contains="SpatialDataArray") + .SpatialDataPoint <- setClass("SpatialDataPoint", contains="SpatialDataFrame") .SpatialDataShape <- setClass("SpatialDataShape", contains="SpatialDataFrame") setClassUnion("SpatialDataElement", c( "SpatialDataImage", "SpatialDataLabel", "SpatialDataPoint", "SpatialDataShape")) - -#' @rdname SpatialData -#' @export -.SpatialData <- setClass( - Class="SpatialData", - contains=c("list", "Annotated"), - representation( - images="list", # 'SpatialDataImage's - labels="list", # 'SpatialDataLabel's - points="list", # 'SpatialDataPoint's - shapes="list", # 'SpatialDataShape's - tables="list")) # 'SingleCellExperiment's - -. <- c("images", "labels", "points", "shapes", "tables") -names(.LAYERS) <- .LAYERS <- . diff --git a/R/methods.R b/R/methods.R index 80f39760..cb79b008 100644 --- a/R/methods.R +++ b/R/methods.R @@ -90,16 +90,16 @@ setReplaceMethod("meta", c("SpatialDataElement", "list"), names(j) <- rownames(x)[ne > 0] for (. in names(j)) { .j <- j[[.]] - n <- length(attr(x, .)) + n <- length(x[[.]]) if (is.character(.j)) { - if (!all(.j %in% names(attr(x, .)))) + if (!all(.j %in% names(x[[.]]))) stop("invalid 'j'") } else if (length(.j) == 1 && is.infinite(.j)) { .j <- n } else if (any(.j > n)) { stop("invalid 'j'") } - attr(x, .) <- attr(x, .)[.j] + x[[.]] <- x[[.]][.j] } x } @@ -133,17 +133,18 @@ setMethod("colnames", "SpatialData", \(x) { # layer ---- +.invalid_i <- "invalid 'i'; should be a string specifying an element in 'x'" + #' @rdname SpatialData #' @export setMethod("layer", c("SpatialData", "character"), \(x, i) { - stopifnot(i %in% unlist(colnames(x)), length(i) == 1) + match.arg(i, unlist(colnames(x))) names(Filter(\(.) i %in% ., colnames(x))) }) #' @rdname SpatialData #' @export -setMethod("layer", c("SpatialData", "ANY"), \(x, i) - stop("invalid 'i'; should be a string specifying an element in 'x'")) +setMethod("layer", c("SpatialData", "ANY"), \(x, i) stop(.invalid_i)) # element ---- @@ -163,8 +164,7 @@ setMethod("element", c("SpatialData", "missing"), \(x, i) element(x, 1)) #' @rdname SpatialData #' @export -setMethod("element", c("SpatialData", "ANY"), \(x, i) - stop("invalid 'i'; should be a string specifying an element in 'x'")) +setMethod("element", c("SpatialData", "ANY"), \(x, i) stop(.invalid_i)) #' @rdname SpatialData #' @export @@ -196,8 +196,7 @@ setMethod("tables", "SpatialData", \(x) x$tables) # get nms ---- -one <- c("image", "label", "point", "shape", "table") -all <- paste0(one, "s") +all <- paste0(one <- c("image", "label", "point", "shape", "table"), "s") #' @name SpatialData #' @exportMethod imageNames labelNames pointNames shapeNames tableNames @@ -322,6 +321,10 @@ for (. in all) eval(f(.), parent.env(environment())) # set one ---- +#' @name SpatialData +#' @exportMethod image<- label<- point<- shape<- table<- +NULL + typ <- c( image="SpatialDataImage", label="SpatialDataLabel", @@ -329,10 +332,6 @@ typ <- c( shape="SpatialDataShape", table="SingleCellExperiment") -#' @name SpatialData -#' @exportMethod image<- label<- point<- shape<- table<- -NULL - f <- \(.) setReplaceMethod(., c("SpatialData", "character", typ[[.]]), \(x, i, value) { From 48ba7b82177224a3f8836e8af9ac0db0251f3e92 Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 15:53:57 +0200 Subject: [PATCH 06/12] more informative error --- R/methods.R | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/R/methods.R b/R/methods.R index cb79b008..78fb48b3 100644 --- a/R/methods.R +++ b/R/methods.R @@ -133,7 +133,9 @@ setMethod("colnames", "SpatialData", \(x) { # layer ---- -.invalid_i <- "invalid 'i'; should be a string specifying an element in 'x'" +.invalid_i <- paste( + "invalid 'i'; should be a string or scalar integer", + "specifying the name or position of an element in 'x'") #' @rdname SpatialData #' @export From f55a24f8bdc9088d5dea8cc2284ecbe8370e216f Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 17:31:39 +0200 Subject: [PATCH 07/12] stash and chill --- vignettes/SpatialData.Rmd | 286 +++++++++++++++++++++++++++----------- 1 file changed, 203 insertions(+), 83 deletions(-) diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 67b49331..2d8f77ac 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -15,7 +15,10 @@ author: - name: Vince Carey - name: Hugo Gruson output: - BiocStyle::html_document + BiocStyle::html_document: + toc: true + toc_depth: 2 + toc_float: true vignette: | %\VignetteIndexEntry{Introduction to SpatialData} %\VignetteEngine{knitr::rmarkdown} @@ -33,7 +36,9 @@ bibliography: "refs.bib" knitr::opts_chunk$set(cache=FALSE, message=FALSE, warning=FALSE) ``` -# Introduction +# Preamble + +## Introduction The `r BiocStyle::Biocpkg("SpatialData")` package provides an R interface to the [SpatialData](https://spatialdata.scverse.org) framework, a unified ecosystem @@ -47,33 +52,41 @@ standard [@Marconato2025-SpatialData]. The Python implementation and core specifications can be found at the [official SpatialData website](https://spatialdata.scverse.org). -## Data Representation in R +## Representation -The core of the package is the `SpatialData` class, which serves as a container -for multiple layers of spatial information: +The core data structure is the `SpatialData` class, which organizes data +into 5 coordinated **layers: images, labels, points, shapes, and tables**. +Each layer is stored as a list of layer-specific objects that carry associated `SpatialDataAttr` (`@meta` slot), which encode `spatialdata`-specific *.zattr*. +Together, these layers provide a unified representation of spatial omics data, +combining raster, vector, and tabular data within a single coherent framework. -- **Images**: Multiscale, multi-channel raster data, represented as `ZarrArray` objects via the `r BiocStyle::Biocpkg("Rarr")` and `r BiocStyle::Biocpkg("ZarrArray")` packages. -- **Labels**: Segmentation masks (e.g., cell or nuclei boundaries), also stored as `ZarrArray`s. -- **Points**: High-resolution coordinates (e.g., individual transcript molecules), handled as `r BiocStyle::CRANpkg("arrow")` tables or `r BiocStyle::CRANpkg("duckdb")`-backed data frames for efficient out-of-memory processing. -- **Shapes**: Polygonal regions of interest or circular markers, represented similarly to points but with geometric metadata. -- **Tables**: Functional annotations (e.g., gene expression counts), stored as `r BiocStyle::Biocpkg("SingleCellExperiment")` objects. +**Images/labels** store raster-based data as multi-scale, multi-channel arrays +(e.g., immunofluorescent images or segmentation masks). They are represented as +`SpatialDataImage/Label` objects that, in turn, inherit from `SpatialDataArray`. +These are backed by a list of `ZarrArray`s via `r BiocStyle::Biocpkg("Rarr")` +and `r BiocStyle::Biocpkg("ZarrArray")`, enabling chunked, on-disk access. -# Getting Started +**Points/shapes** represent spatial coordinates and geometric regions (e.g., +transcript locations or segmentation boundaries). They are represented as +`SpatialDataPoint/Shape` objects that, in turn, inherit from `SpatialDataFrame.` +These are DuckDB-backed by a `duckspatial_df`, enabling efficient lazy handling. -First, we load the necessary libraries: +**Tables** store functional annotations (e.g., gene $\times$ cell data) and +are represented as `r BiocStyle::Biocpkg("SingleCellExperiment")` objects. -```{r load-libs} -library(SpatialData) -library(SingleCellExperiment) -``` +# Handling -## Reading Data +`SpatialData` are represented on-disk as `.zarr` stores. The package provides +the `readSpatialData()` function to ingest an entire store, although arguments +to control which layers and elements to read or not to read are also available. -`SpatialData` objects are typically read from `.zarr` stores. The package provides -the `readSpatialData()` function to ingest an entire store. For this demonstration, -we use a toy dataset included in the package. +For this demonstration, we use a toy dataset included in the package: + +```{r load} +# dependencies +library(SpatialData) +library(SingleCellExperiment) -```{r read-data} # path to 'spatialdata' .zarr store zs <- file.path("extdata", "blobs.zarr") zs <- system.file(zs, package="SpatialData") @@ -84,35 +97,97 @@ zs <- system.file(zs, package="SpatialData") The output above summarizes the `SpatialData` object, showing the dimension of elements in each layer (images, labels, points, shapes, tables), as well -as the defined coordinate systems and which elements map to each of these. +as the defined coordinate systems and which elements align to each of these. + +## Accession + +`SpatialData` objects behave like a nested list: the first level corresponds +to layers, and the second level corresponds to elements within each layers. +For convenience, frequently needed accessor functions are provided as well. + +We here demonstrate various equivalent ways of accessing a layer or element: + +```{r get-one, results="hide"} +# preferred way +# (using accessor) +image(sd, 1) +image(sd, "blobs_image") -## Exploring the Object +# alternative ways +# (using list-style) +images(sd)[[1]] +images(sd)[["blobs_image"]] -The `SpatialData` object behaves like a named list of layers. We can inspect -the names of elements in a given layer: +sd$images[[1]] +sd$images$blobs_image +sd$images[["blobs_image"]] +``` + +Similarly, the following are equivalent ways of retrieving element names: -```{r explore} +```{r get-nms, results="hide"} +# preferred way +# (using accessor) imageNames(sd) -shapeNames(sd) + +# alternative ways +# (using list-style) +names(sd[[1]]) +names(sd$images) +names(sd[["images"]]) ``` -We can retrieve a specific element using its name or index: +## Subsetting -```{r explore-element} -# retrieve 1st label element -(l <- label(sd)) +Object-wide subsetting of `SpatialData` is supported via `[`, which can be used +to drop layers, or elements within layers. Note that the following operations +are not in-place, but return a `SpatialData` object with fewer layers/elements: -# access data underlying a point element -p <- point(sd) -as.data.frame(head(p)) +```{r sub, results="hide"} +# keep image-layer only +sd[1] +sd["images"] + +# keep 1st image & label element +sd[c(1, 2), list(1, 1)] +sd[c("images", "labels"), list(1, 1)] ``` -Elements are S4 objects composed of two key slots: +## Internals + +Every spatial element (tables excluded) is composed of two key slots: + +- `data`: a list of `ZarrArray`s for images/labels, + or a `duckspatial_df` for shapes/points. + +- `meta`: a `SpatialDataAttrs` object containing the OME-NGFF metadata + retrieved from the *.zattrs* present in the original *.zarr* store. + +We here demonstrate how to access these slots for a given element + +`image` elements represent a special case, as they are stored as a list of `ZarrArray`s (one per multi-scale resolution). For them, `data()` provides +an additional argument `k` that specifies which resolution to retrieve: + +- `k=1` retrieves the highest resolution (default). +- `k=Inf` retrieves the lowest resolution available. +- `k=NULL` retrieves the full list of available resolutions. + +```{r data} +# get multi-scale image +i <- image(sd, 2) + +a <- data(i, 1) # highest +b <- data(i, Inf) # lowest -- `data`: a `list` of `ZarrArray`s for images and labels (representing different - multiscale resolutions), or a `duckspatial` data frame for shapes and points. -- `meta`: a `Zattrs` object containing the OME-NGFF metadata retrieved from - the `.zattrs` file. +# available resolutions +l <- data(i, NULL) + +# dimensions of each +d <- vapply(l, dim, integer(3)) +rownames(d) <- c("c", "y", "x") +colnames(d) <- seq_along(l) +show(d) +``` ## AnnData Integration with `anndataR` @@ -122,62 +197,80 @@ For spatial omics datasets, functional annotations are typically stored as package [@Deconinck2025-anndataR] to seamlessly read these `.zarr`-backed `AnnData` objects into R as `r BiocStyle::Biocpkg("SingleCellExperiment")`. -# Coordinate Systems and Transformations +# Transformations -A key feature of the `SpatialData` framework is its robust handling of +A key feature of the `SpatialData` framework is its handling of different coordinate systems. Each element can exist in multiple coordinate spaces -simultaneously, defined by transformations in its metadata. - -## Coordinate Transformation Graph +simultaneously, defined by transformations in its on-disk *.zattrs*. The relationships between different elements and their respective coordinate spaces can be complex. `SpatialData` provides the `CTgraph()` and `CTplot()` -functions to construct and visualize a directed graph of these relationships. - -```{r ct-graph, fig.cap="Coordinate transformation graph for the 'blobs' dataset."} -if (requireNamespace("Rgraphviz", quietly=TRUE)) { - g <- CTgraph(sd) - CTplot(g) -} -``` +functions to construct and visualize a directed graph of these relationships: -In this graph: +- **source nodes** (prefixed with `_`) represent individual elements. +- **target nodes** represent the coordinate systems (e.g., `global`). +- **edges** represent the transformations required to align an element. -- **source nodes** (prefixed with `_`) represent the individual data layers (images, labels, etc.). -- **target nodes** represent the coordinate systems (e.g., `global`, `sequence`). -- **edges** represent the transformations (scale, translation, etc.) required to map an element into a specific space. - -## Applying Transformations +```{r ct-graph, fig.width=6, fig.height=3} +g <- CTgraph(sd) +CTplot(g) +``` The `transform()` function resolves the necessary steps to project an element into a target coordinate system by traversing this graph, and applying the -respective transformation(s): +respective transformation(s). Under the hood, this involves: + +1. Retrieving the relevant transformation data from the element's +`SpatialDataAttr` (e.g., scale factors for x- and y-coordinates); and, + +2. Applying the appropriate transformation function(s) +in the correct order (e.g., `scale()` then `translation()`). ```{r transform} -# retrieve element & project into 'global' -b <- transform(a <- label(sd), "scale") +# get element +a <- label(sd) + +# project into 'global' +b <- transform(a, "scale") + +# compare XY extents do.call(rbind, c(a=extent(a), b=extent(b))) ``` -# Spatial Queries +# Utilities + +## Cropping + +`crop` may be used to subset elements -- across all layers -- according to a +*spatial* bounding box or polygon. This region may be supplied in different +ways, including as a `SpatialDataShape`. In addition, the following are ok: -`SpatialData` supports spatial operations, such as cropping by a rectangular -bounding box or polygon, which are propagated across all present layers: +- For bounding box cropping, an `sf::st_bbox()` object, or +a list of `xmin/xmax/ymin/ymax` values (order irrelevant). + +- For polygon cropping, an `sf::st_polygon()` or `sf::st_sfc()` object, +or a two-column matrix of XY coordinates (at least 3 rows = triangle). + +```{r crop, echo=-1, results="hold", out.width="75%", fig.align="center"} +par(mfrow=c(1,2), mar=c(0,1,2,1)) -```{r crop} # bounding box -bb <- list( - xmin=10, xmax=50, - ymin=20, ymax=30) - -# subset object -sp <- crop(sd, bb) - -# before vs. after -rbind( - raw=dim(label(sd)), - box=dim(label(sp))) |> - `colnames<-`(c("y", "x")) +xy <- list(xmin=-Inf, xmax=Inf, ymin=20, ymax=40) +sp <- crop(sd, xy) + +plot( + point(sd)$geometry, col="blue", + main="crop() with\nbounding box") +points(point(sp)$geometry, col="red") + +# polygon +xy <- rbind(c(0, 0), c(64, 0), c(32, 64)) +sq <- crop(sd, xy) + +plot( + point(sd)$geometry, col="blue", + main="crop with\npolygon") +points(point(sq)$geometry, col="red") ``` # Integration with Tables @@ -197,14 +290,41 @@ region(se) instances(se) ``` -# Conclusion +# Appendix + +## Accession + +`SpatialData` objects behave like a nested list: the first level corresponds +to layers, and the second level corresponds to elements within each layers. + +As such, the following are are equivalent ways of accession across all layers +(here, `x` = `SpatialData` object, `i` = index or string giving element name): + +- `x$images$i` +- `x$images[[i]]` +- `x$images[["i"]]` +- `images(x)[[i]]` +- `images(x)[["i"]]` +- `image(x, i)` +- `image(x, "i")` + +## Capabilities + +### Utilities -The `SpatialData` package brings the power of the scverse spatial ecosystem to -R, providing a scalable and interoperable foundation for spatial omics analysis. -By adhering to the OME-NGFF standard and integrating with established -Bioconductor objects, it enables seamless cross-platform workflows. +- `extent` extracts a list of X and Y ranges + in a coordinate space (per input argument) +- `centroids` extracts spatial coordinates + for every instance in a given element +- `mask` aggregates information across layers; + supports image-label, point-shape, shape-shape +- `query` filters elements across all layers + based on table metadata in `dplyr`-style + (e.g., `query(foo, cell_type == "bar")`) +- `combine` merges two `SpatialData` objects + (or many, via `do.call(list(...), combine)`) -# Session Info {- .smaller} +# Session info {- .smaller} ```{r sessionInfo} sessionInfo() From 6058cb9e32069a8c7373fb07158998da1e95de4e Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sat, 16 May 2026 17:33:47 +0200 Subject: [PATCH 08/12] clean a bit and now really chill --- vignettes/SpatialData.Rmd | 54 ++++++++++++--------------------------- 1 file changed, 17 insertions(+), 37 deletions(-) diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 2d8f77ac..14d36064 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -241,9 +241,9 @@ do.call(rbind, c(a=extent(a), b=extent(b))) ## Cropping -`crop` may be used to subset elements -- across all layers -- according to a -*spatial* bounding box or polygon. This region may be supplied in different -ways, including as a `SpatialDataShape`. In addition, the following are ok: +`crop()` may be used to subset elements -- across all layers -- according to +a *spatial* bounding box or polygon. This region may be supplied in different +ways, including as a `SpatialDataShape`. In addition, the following are okay: - For bounding box cropping, an `sf::st_bbox()` object, or a list of `xmin/xmax/ymin/ymax` values (order irrelevant). @@ -273,6 +273,18 @@ plot( points(point(sq)$geometry, col="red") ``` +- `extent` extracts a list of X and Y ranges + in a coordinate space (per input argument) +- `centroids` extracts spatial coordinates + for every instance in a given element +- `mask` aggregates information across layers; + supports image-label, point-shape, shape-shape +- `query` filters elements across all layers + based on table metadata in `dplyr`-style + (e.g., `query(foo, cell_type == "bar")`) +- `combine` merges two `SpatialData` objects + (or many, via `do.call(list(...), combine)`) + # Integration with Tables Tables (SCE objects) link to specific labels or shapes using `region` and @@ -292,42 +304,10 @@ instances(se) # Appendix -## Accession - -`SpatialData` objects behave like a nested list: the first level corresponds -to layers, and the second level corresponds to elements within each layers. - -As such, the following are are equivalent ways of accession across all layers -(here, `x` = `SpatialData` object, `i` = index or string giving element name): - -- `x$images$i` -- `x$images[[i]]` -- `x$images[["i"]]` -- `images(x)[[i]]` -- `images(x)[["i"]]` -- `image(x, i)` -- `image(x, "i")` - -## Capabilities - -### Utilities - -- `extent` extracts a list of X and Y ranges - in a coordinate space (per input argument) -- `centroids` extracts spatial coordinates - for every instance in a given element -- `mask` aggregates information across layers; - supports image-label, point-shape, shape-shape -- `query` filters elements across all layers - based on table metadata in `dplyr`-style - (e.g., `query(foo, cell_type == "bar")`) -- `combine` merges two `SpatialData` objects - (or many, via `do.call(list(...), combine)`) - -# Session info {- .smaller} +## Session info {- .smaller} ```{r sessionInfo} sessionInfo() ``` -# References +## References From 8a3195ea23562196c0323305a6ecf2cc711c546e Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sun, 17 May 2026 11:41:51 +0200 Subject: [PATCH 09/12] finish 1st draft --- vignettes/SpatialData.Rmd | 142 +++++++++++++++++++++++++++++--------- 1 file changed, 110 insertions(+), 32 deletions(-) diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 14d36064..8d2d7ecf 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -4,8 +4,10 @@ date: "`r format(Sys.Date(), '%B %d, %Y')`" package: "`r BiocStyle::pkg_ver('SpatialData')`" author: - name: Helena L. Crowell - - name: Louise Deconinck + affiliation: CNAG Barcelona, Spain - name: Artür Manukyan + affiliation: MDC Berlin, Germany + - name: Louise Deconinck - name: Dario Righelli - name: Estella Dong - name: Samuel Gunz @@ -189,14 +191,6 @@ colnames(d) <- seq_along(l) show(d) ``` -## AnnData Integration with `anndataR` - -For spatial omics datasets, functional annotations are typically stored as -[AnnData](https://anndata.readthedocs.io) objects in Python. -`SpatialData` uses the `r BiocStyle::Biocpkg("anndataR")` R/Bioconductor -package [@Deconinck2025-anndataR] to seamlessly read these `.zarr`-backed -`AnnData` objects into R as `r BiocStyle::Biocpkg("SingleCellExperiment")`. - # Transformations A key feature of the `SpatialData` framework is its handling of different @@ -237,6 +231,29 @@ b <- transform(a, "scale") do.call(rbind, c(a=extent(a), b=extent(b))) ``` +# Annotations + +For single-cell and spatial omics datasets, functional annotations are commonly +stored as [AnnData](https://anndata.readthedocs.io) objects in Python. In R, we +use `r BiocStyle::Biocpkg("anndataR")` [@Deconinck2025-anndataR] to read these +`.zarr`-backed `AnnData` as `r BiocStyle::Biocpkg("SingleCellExperiment")`(s). + +A `table` can link to one or more `label` or `shape` (but not other layers), +whereby internal metadata (`spatialdata_attrs`) are used to keep track of the +element(s) and observations being annotated. This is handled internally so the +user needn't worry about it; however, we show it here for didactic purposes: + +```{r tables} +# access annotation +(se <- table(sd)) + +# annotated region(s) +region(se) + +# annotated instance(s) +instances(se) +``` + # Utilities ## Cropping @@ -273,33 +290,94 @@ plot( points(point(sq)$geometry, col="red") ``` -- `extent` extracts a list of X and Y ranges - in a coordinate space (per input argument) -- `centroids` extracts spatial coordinates - for every instance in a given element -- `mask` aggregates information across layers; - supports image-label, point-shape, shape-shape -- `query` filters elements across all layers - based on table metadata in `dplyr`-style - (e.g., `query(foo, cell_type == "bar")`) -- `combine` merges two `SpatialData` objects - (or many, via `do.call(list(...), combine)`) +## Masking -# Integration with Tables +`mask()` aggregates data between elements and across layers, with support for +masking of points by images by labels, points by shapes, and shapes by shapes: -Tables (SCE objects) link to specific labels or shapes using `region` and -`instance_key` identifiers, allowing for seamless integration of spatial and -feature-level information. +- **point by shape** masking counts the number of points that fall +within each shape (e.g., counting transcripts in cell membrane or nucleus +segmentation boundaries in order to obtain a gene $\times$ cell-level data). -```{r tables} -# access annotation -(se <- table(sd)) +- **image by label** masking aggregates channel-wise pixel values in an image +according to the regions defined by a label (e.g., obtaining mean fluorescence intensities per cell). -# annotated region(s) -region(se) - -# annotated instance(s) -instances(se) +- **shape by shape** masking aggregates the data in a table of one shape by +another shape (e.g., summarizing cell-level data into regions of interest). + +A couple considerations are also worth mentioning: + +- The identifier of the resulting `table` may be specified via `name`, +which will default to `i_by_j` when masking element `i` by element `j`. + +- Instances of `i` that do not map to any instances of `j` (e.g., unassigned transcripts) will be assigned to a special "0" column in the resulting table. + +```{r mask-image-label} +# average channel-wise pixel values by labels +sp <- mask(sd, i="blobs_image", j="blobs_labels") +se <- table(sp, "blobs_image_by_blobs_labels") +assay(se) +``` + +```{r mask-point-shape} +# count different point species in polygons +sp <- mask(sd, i="blobs_points", j="blobs_polygons") +se <- table(sp, "blobs_points_by_blobs_polygons") +assay(se) +``` + +```{r mask-shape-shape, eval=FALSE} +# average shape-level data by other shapes +sp <- mask(sd, i="blobs_polygons", j="blobs_circles") +``` + +## Querying + +`query()` filters elements across all layers based on `table` metadata in +`dplyr`-style syntax, where queries may be passed via the ellipsis (`...`): + +## Combining + +`combine()` can be used to merge two `SpatialData` objects into one (or many, +via `do.call(list(...), combine)`). Here, elements names will be made unique +across objects via `make.names()`, appending a suffix to the element names of +subsequent objects. Alternatively, names could be customize before combining. + +```{r combine} +sp <- combine(sd, sd) +cbind( + original=lengths(colnames(sd)), + combined=lengths(colnames(sp))) +imageNames(sp) +``` + +## Coordinates + +`centroids()` may be used to extract spatial coordinates for every instance in +a given element. This applies all layers except images and tables. Notably, for +labels and shapes, the centroids of each region are returned (center of mass). + +```{r centroids} +head(centroids(point(sd))) +``` + +`extent()` will obtain the range of an element's spatial coordinates in a +target coordinate space. This can be done for one element, or object-wide +in order to obtain the largest extent across all elements in an object. + +```{r} +# object-wide +xy <- extent(sd) +unlist(xy) + +# one element +xy <- extent(point(sd)) +unlist(xy) + +# with prior alignment to target coordinate space +xy <- extent(label(sd)) +yx <- extent(label(sd), "scale") +rbind(native=unlist(xy), scaled=unlist(yx)) ``` # Appendix From 6d1bf6706b88fc6c9c45f606d809733899aebff2 Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sun, 17 May 2026 11:51:24 +0200 Subject: [PATCH 10/12] add Resources section --- vignettes/SpatialData.Rmd | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 8d2d7ecf..5fbe3ce7 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -382,6 +382,21 @@ rbind(native=unlist(xy), scaled=unlist(yx)) # Appendix +## Resources + +- [SpatialData.plot](https://github.com/HelenaLC/SpatialData.plot): +companion package with `ggplot`-based visualization capabilities, including +layered plotting of different elements with control over each's aesthetics, +channel-mixing and auto-contrasting for images, transformations handling, etc. + +- [SpatialData.data](https://github.com/HelenaLC/SpatialData.data): +companion package with example datasets from different platforms, including +use of `r BiocStyle::Biocpkg("BiocFileCache")` for efficient data management. + +- [SpatialData.demo](https://github.com/HelenaLC/SpatialData.demo): +companion repository with vignettes on analyzing datasets from +different platforms, including transcriptomics and proteomics. + ## Session info {- .smaller} ```{r sessionInfo} From b63d96156f3ac1279296a59c70a53091fcfca97b Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sun, 17 May 2026 11:53:58 +0200 Subject: [PATCH 11/12] typo fix --- vignettes/SpatialData.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 5fbe3ce7..77135252 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -286,7 +286,7 @@ sq <- crop(sd, xy) plot( point(sd)$geometry, col="blue", - main="crop with\npolygon") + main="crop() with\npolygon") points(point(sq)$geometry, col="red") ``` From f864a18c00b5e9379fa8768d36c46908448f0c6b Mon Sep 17 00:00:00 2001 From: HelenaLC Date: Sun, 17 May 2026 12:43:20 +0200 Subject: [PATCH 12/12] add schematic --- vignettes/SpatialData.Rmd | 10 ++++++++-- vignettes/schematic.png | Bin 0 -> 311767 bytes 2 files changed, 8 insertions(+), 2 deletions(-) create mode 100644 vignettes/schematic.png diff --git a/vignettes/SpatialData.Rmd b/vignettes/SpatialData.Rmd index 77135252..b116a5ef 100644 --- a/vignettes/SpatialData.Rmd +++ b/vignettes/SpatialData.Rmd @@ -73,8 +73,14 @@ transcript locations or segmentation boundaries). They are represented as `SpatialDataPoint/Shape` objects that, in turn, inherit from `SpatialDataFrame.` These are DuckDB-backed by a `duckspatial_df`, enabling efficient lazy handling. -**Tables** store functional annotations (e.g., gene $\times$ cell data) and -are represented as `r BiocStyle::Biocpkg("SingleCellExperiment")` objects. +**Tables** store functional annotations or information that has been aggregated +across layers (e.g., gene $\times$ cell data). They are currently represented +as in-memory`r BiocStyle::Biocpkg("SingleCellExperiment")` objects; delayed, +*.zarr*-backed handling of assay data is under active development. + +```{r schematic, echo=FALSE, fig.wide=TRUE} +knitr::include_graphics("schematic.png") +``` # Handling diff --git a/vignettes/schematic.png b/vignettes/schematic.png new file mode 100644 index 0000000000000000000000000000000000000000..aaff96304b7e402b10b0d316909589775115b10d GIT binary patch literal 311767 zcmZ^~1z21`vIaVMAZT!h;K6lpCxqY*!I|Lh?(QMDy9IX$G6Z*bhr!)l9=W@Fci+DI z&i9=;b*k&{YM<(^I$;WOk|;<7NB{r;Me2*V5&!^K2LM3byn}z^6ni1%y}dY@iHRv# zh)IgsSlZYt+Zuq3#LXOREe+fh*Z~0ASf?Lt(p?HzJ@TbW zU19ME0M-XGoGOwBIX64@9gm1C$4w6z91o#ZYaKFE6>8&4qQGh%4xgv&~b(PM(3 zEI;~Z1YA1vR%LjRp|^g31xbl1Afo`FtYILhZ|~_w8dAoxvVc!-^gF;iD0l$O8wCY` ze*5|GPa5itCIGX*O20)4Zn+`Gi7Y*=!OaFWQc)QfAV)-bDL`Fu&Z~xtxS4sTyKjCk00v}Bs9c_7;nO$65m|WPIZ0t># zS$TMPm|57E+1ME0Bp4mstQ`$p8Lb^C{*lSQ@)0+30NI<_I-1#7ll{%tz|h9YQQ+gp 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