From 768fc4e83fda98e48286b47c94b8370985b06e5d Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 16:54:26 -0400 Subject: [PATCH 01/12] add init tests for getSpatialFeatures.R --- tests/testthat/assets/btme.h5ad | Bin 0 -> 40128 bytes tests/testthat/assets/cogaps.rds | Bin 0 -> 42503 bytes tests/testthat/assets/create_btme.py | 22 ++++++++++++++++++ tests/testthat/assets/create_cogaps.R | 5 ++++ .../test-preprocessing.getSpatialFeatures.R | 14 +++++++++++ 5 files changed, 41 insertions(+) create mode 100644 tests/testthat/assets/btme.h5ad create mode 100644 tests/testthat/assets/cogaps.rds create mode 100644 tests/testthat/assets/create_btme.py create mode 100644 tests/testthat/assets/create_cogaps.R create mode 100644 tests/testthat/test-preprocessing.getSpatialFeatures.R diff --git a/tests/testthat/assets/btme.h5ad b/tests/testthat/assets/btme.h5ad new file mode 100644 index 0000000000000000000000000000000000000000..ab8ffdb2a1ef223f1d717293f6ab9727b8a8fbb4 GIT binary 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z?;H3pL^;}b8W7MfrKhDL$lbqVr?wsIw&u-eKy{nehmKWg>WL$0VCyac4f=NL*%@wb4O;UdvJcYa{V1f9u}Y5`l^WRXCV4>n6EV#g$vrSZ$RIG zIsx4~1a_?S??IoE$R5Z$Lf4;r@|lSjdUE9f)~Ijy?z|H;>BQ$B#0v%V>f5Pnr#3ih zHtx;~zhjR;kL>>v+(7JnsUoHh`4lH(PpsVJc`sF2|67}A6ws${*TDZ Date: Wed, 24 Jul 2024 17:59:41 -0400 Subject: [PATCH 02/12] refactor --- R/preprocessing.R | 97 ++++++++++++++++++++++++++++------------------- 1 file changed, 57 insertions(+), 40 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index e4e11ed..39fc2be 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -144,9 +144,8 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ #' @param method A string specifying the method used to obtain spatial #' features. e.g., "CoGAPS", "Seurat", or "BayesTME". #' @param featureNames An array of strings specifying the column names -#' corresponding to the feature names. If input is NULL, in the case of CoGAPS -#' and BayesTME, all features are selected In the case of Seurat, all metadata -#' columns with "_Feature" suffix are selected. +#' corresponding to the feature names or a regex string. In the case of Seurat, +#' all metadata columns with "_Feature" suffix are selected. #' @return a matrix of spatial features with barcodes associated #' with individual coordinates #' @examples @@ -158,52 +157,70 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ #' head(spFeatures) #' -getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = NULL){ - if(method=="CoGAPS"){ +getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ + getCogaps <- function(path){ spFeatures <- readRDS(filePath) spFeatures <- slot(spFeatures,"sampleFactors") - } else if(method=="BayesTME"){ + return(spFeatures) + } + + getBtme <- function(path){ hf <- hdf5r::h5file(filename = filePath, mode='r') - spFeatures <- t(hdf5r::readDataSet( - hf[["obsm/bayestme_cell_type_counts"]])) - barcodes <- hdf5r::readDataSet(hf[["obs/_index"]]) + feat_loc <- "obsm/bayestme_cell_type_counts" + barc_loc <- "obs/_index" + spFeatures <- t(hdf5r::readDataSet(hf[[feat_loc]])) + barcodes <- hdf5r::readDataSet(hf[[barc_loc]]) rownames(spFeatures) <- barcodes - if (is.null(colnames(spFeatures))) + if (is.null(colnames(spFeatures))) { colnames(spFeatures)<-paste0("BayesTME_",seq(1,ncol(spFeatures))) - } else if(method=="Seurat"){ + } + + return(spFeatures) + } + + getSeurat <- function(path){ spFeatures <- readRDS(filePath) spFeatures <- spFeatures[[]] - } else {stop("Method not supported.")} - if(is.null(featureNames)){ - featureNames <- colnames(spFeatures) - message("No feature names provided. Using all available features.") - if(method=="Seurat") { - featureNames <- grepl(colnames(spFeatures),pattern = "_feature", - ignore.case = TRUE) - message("Using all metadata columns with '_Feature' suffix.") - } - } else{ - if (length(featureNames) == 1){ - featureNames <- colnames(spFeatures)[grepl(pattern=featureNames, - colnames(spFeatures), - ignore.case = TRUE)] - message("Only one featureName provided. - Assuming input is regular expression.") - if (length(featureNames) == 0) - stop("No features found with matching regular expression. - Please check your input.") - else - message("Found ",length(featureNames), - " features matching the regular expression.") + return(spFeatures) + } + + if(method == "CoGAPS") { + spFeatures <- getCogaps(filePath) + } else if(method == "BayesTME") { + spFeatures <- getBtme(filePath) + } else if(method == "Seurat") { + spFeatures <- getSeurat(filePath) + } else { + stop("Method not supported.") + } + + + if (method=="Seurat") { + namePattern <- "_Feature" + } else { + namePattern <- featureNames + } + + if (length(featureNames) == 1) { + featureNames <- colnames(spFeatures)[grepl(pattern=namePattern, + colnames(spFeatures), + ignore.case = TRUE)] + if (length(featureNames) == 0) { + stop("No features matching regular expression: ", namePattern) + } else { + message("Found ",length(featureNames), + " features matching the regular expression.") } - else - featureNames <- intersect(featureNames,colnames(spFeatures)) - if(!is.null(featureNames)) - spFeatures <- spFeatures[,featureNames] - else - stop("No features found in the spatial - data with provided feature names.") + } + + featureNames <- intersect(featureNames,colnames(spFeatures)) + + if(!is.null(featureNames)) { + spFeatures <- spFeatures[,featureNames] + } else { + stop("No features matching the provided feature names found.") } spFeatures <- spFeatures[,featureNames] + return(spFeatures) } From e2321deb0f573ad73c7467eb98f95fa61b2b3632 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 18:04:45 -0400 Subject: [PATCH 03/12] refactor - move helpers out --- R/preprocessing.R | 63 ++++++++++++++++++++++++++++------------------- 1 file changed, 38 insertions(+), 25 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index 39fc2be..769e677 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -158,31 +158,6 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ #' getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ - getCogaps <- function(path){ - spFeatures <- readRDS(filePath) - spFeatures <- slot(spFeatures,"sampleFactors") - return(spFeatures) - } - - getBtme <- function(path){ - hf <- hdf5r::h5file(filename = filePath, mode='r') - feat_loc <- "obsm/bayestme_cell_type_counts" - barc_loc <- "obs/_index" - spFeatures <- t(hdf5r::readDataSet(hf[[feat_loc]])) - barcodes <- hdf5r::readDataSet(hf[[barc_loc]]) - rownames(spFeatures) <- barcodes - if (is.null(colnames(spFeatures))) { - colnames(spFeatures)<-paste0("BayesTME_",seq(1,ncol(spFeatures))) - } - - return(spFeatures) - } - - getSeurat <- function(path){ - spFeatures <- readRDS(filePath) - spFeatures <- spFeatures[[]] - return(spFeatures) - } if(method == "CoGAPS") { spFeatures <- getCogaps(filePath) @@ -224,3 +199,41 @@ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ return(spFeatures) } + +#' getCogaps +#' @keywords internal +#' + +getCogaps <- function(path){ + spFeatures <- readRDS(path) + spFeatures <- slot(spFeatures,"sampleFactors") + return(spFeatures) +} + +#' getBtme +#' @keywords internal +#' + +getBtme <- function(path){ + hf <- hdf5r::h5file(filename = path, mode='r') + feat_loc <- "obsm/bayestme_cell_type_counts" + barc_loc <- "obs/_index" + spFeatures <- t(hdf5r::readDataSet(hf[[feat_loc]])) + barcodes <- hdf5r::readDataSet(hf[[barc_loc]]) + rownames(spFeatures) <- barcodes + if (is.null(colnames(spFeatures))) { + colnames(spFeatures)<-paste0("BayesTME_",seq(1,ncol(spFeatures))) + } + + return(spFeatures) +} + +#' getSeurat +#' @keywords internal +#' + +getSeurat <- function(path){ + spFeatures <- readRDS(path) + spFeatures <- spFeatures[[]] + return(spFeatures) +} \ No newline at end of file From a16bd57605c26cfb5f4d4ac1de1db6d5ed770f1a Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 18:16:27 -0400 Subject: [PATCH 04/12] further refactor feature selectors --- R/preprocessing.R | 23 +++++++++-------------- 1 file changed, 9 insertions(+), 14 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index 769e677..29aca5d 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -169,32 +169,27 @@ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ stop("Method not supported.") } - - if (method=="Seurat") { + if (method == "Seurat") { namePattern <- "_Feature" } else { namePattern <- featureNames } if (length(featureNames) == 1) { - featureNames <- colnames(spFeatures)[grepl(pattern=namePattern, - colnames(spFeatures), - ignore.case = TRUE)] - if (length(featureNames) == 0) { - stop("No features matching regular expression: ", namePattern) - } else { - message("Found ",length(featureNames), - " features matching the regular expression.") - } + dataNames <- colnames(spFeatures) + featureNames <- dataNames[grepl(pattern = namePattern, + dataNames, ignore.case = TRUE)] + + message(sprintf("%d features matching regular expression: '%s'", + length(featureNames), namePattern)) } featureNames <- intersect(featureNames,colnames(spFeatures)) if(!is.null(featureNames)) { spFeatures <- spFeatures[,featureNames] - } else { - stop("No features matching the provided feature names found.") - } + } else {stop("No features matching the provided feature names found.")} + spFeatures <- spFeatures[,featureNames] return(spFeatures) From 2cc5209984912d7b1225e9d5efa5cc33046de781 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 20:26:38 -0400 Subject: [PATCH 05/12] debug refactoring --- R/preprocessing.R | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index 29aca5d..35aa56e 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -179,23 +179,21 @@ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ dataNames <- colnames(spFeatures) featureNames <- dataNames[grepl(pattern = namePattern, dataNames, ignore.case = TRUE)] - - message(sprintf("%d features matching regular expression: '%s'", + message(sprintf("%d features match expression '%s'.", length(featureNames), namePattern)) } featureNames <- intersect(featureNames,colnames(spFeatures)) - if(!is.null(featureNames)) { - spFeatures <- spFeatures[,featureNames] - } else {stop("No features matching the provided feature names found.")} - - spFeatures <- spFeatures[,featureNames] + if(length(featureNames)>0) { + spFeatures <- spFeatures[,featureNames,drop = FALSE] + } else {stop("No features match provided feature names. Check your input.")} return(spFeatures) } #' getCogaps +#' Load features CoGAPS object #' @keywords internal #' @@ -206,6 +204,8 @@ getCogaps <- function(path){ } #' getBtme +#' Load features BayesTME object +#' #' @keywords internal #' @@ -224,6 +224,7 @@ getBtme <- function(path){ } #' getSeurat +#' Load features Seurat object #' @keywords internal #' From 1dadebb51ac0045b78bc9983064433d0a7aaa570 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 20:27:05 -0400 Subject: [PATCH 06/12] expand tests --- .../test-preprocessing.getSpatialFeatures.R | 25 ++++++++++++++----- 1 file changed, 19 insertions(+), 6 deletions(-) diff --git a/tests/testthat/test-preprocessing.getSpatialFeatures.R b/tests/testthat/test-preprocessing.getSpatialFeatures.R index 0146433..65febfd 100644 --- a/tests/testthat/test-preprocessing.getSpatialFeatures.R +++ b/tests/testthat/test-preprocessing.getSpatialFeatures.R @@ -1,14 +1,27 @@ -test_that("getSpatialFeatures can read a CoGAPS object",{ - sf <- getSpatialFeatures("assets/cogaps.rds") +test_that("getCogaps can read a CoGAPS object",{ + sf <- getCogaps("assets/cogaps.rds") expect_equal(ncol(sf), 3) }) -test_that("getSpatialFeatures can read a BayesTME object",{ - sf <- getSpatialFeatures("assets/btme.h5ad", method = "BayesTME") +test_that("getBtme can read a BayesTME object",{ + sf <- getBtme("assets/btme.h5ad") expect_equal(ncol(sf), 3) }) -test_that("getSpatialFeatures can read a Seurat object",{ - #to be defined +test_that("getSpatialFeatures fails with unsupported method",{ + expect_error(getSpatialFeatures("assets/cogaps.rds", method = "unsupported")) +}) + +test_that("getSpatialFeatures fails with no matching feature names",{ + expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = "no_match")) +}) + +test_that("getSpatialFeatures work with custom regex", { + sf <- getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = "_1") + expect_equal(ncol(sf), 1) +}) +test_that("getSpatialFeatures work with a feature name set", { + sf <- getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = c("Pattern_1", "Pattern_2")) + expect_equal(ncol(sf), 2) }) \ No newline at end of file From eedd4cd380e10beb7159686ba5ce84b1fab8acda Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Wed, 24 Jul 2024 20:34:36 -0400 Subject: [PATCH 07/12] update docs --- DESCRIPTION | 2 +- man/cogaps_result.Rd | 19 ------------------- man/getBtme.Rd | 14 ++++++++++++++ man/getCogaps.Rd | 14 ++++++++++++++ man/getSeurat.Rd | 14 ++++++++++++++ man/getSpatialFeatures.Rd | 7 +++---- 6 files changed, 46 insertions(+), 24 deletions(-) delete mode 100644 man/cogaps_result.Rd create mode 100644 man/getBtme.Rd create mode 100644 man/getCogaps.Rd create mode 100644 man/getSeurat.Rd diff --git a/DESCRIPTION b/DESCRIPTION index bbbb1f5..0c1991d 100755 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -54,5 +54,5 @@ Config/testthat/edition: 3 Encoding: UTF-8 LazyData: false Roxygen: list(markdown = TRUE) -RoxygenNote: 7.3.1 +RoxygenNote: 7.3.2 License: MIT + file LICENSE diff --git a/man/cogaps_result.Rd b/man/cogaps_result.Rd deleted file mode 100644 index 3a64709..0000000 --- a/man/cogaps_result.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/data.R -\name{cogaps_result} -\alias{cogaps_result} -\title{Latent Feature Space for each pattern} -\format{ -CogapsResult object with 24228 features and 6 samples: -\describe{ -\item{featureLoadings}{Data frame of Gene for each pattern} -\item{sampleFactors}{Data frame of cell barcodes and the 5 patterns} -} -} -\value{ -A matrix of statistics for each pattern across each barcode -} -\description{ -A CoGAPS object where the major requirements for SpaceMarkers are the -matrices of genes, barcodes and patterns learned of the latent-feature space -} diff --git a/man/getBtme.Rd b/man/getBtme.Rd new file mode 100644 index 0000000..ac755ad --- /dev/null +++ b/man/getBtme.Rd @@ -0,0 +1,14 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/preprocessing.R +\name{getBtme} +\alias{getBtme} +\title{getBtme +Load features BayesTME object} +\usage{ +getBtme(path) +} +\description{ +getBtme +Load features BayesTME object +} +\keyword{internal} diff --git a/man/getCogaps.Rd b/man/getCogaps.Rd new file mode 100644 index 0000000..a2107d6 --- /dev/null +++ b/man/getCogaps.Rd @@ -0,0 +1,14 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/preprocessing.R +\name{getCogaps} +\alias{getCogaps} +\title{getCogaps +Load features CoGAPS object} +\usage{ +getCogaps(path) +} +\description{ +getCogaps +Load features CoGAPS object +} +\keyword{internal} diff --git a/man/getSeurat.Rd b/man/getSeurat.Rd new file mode 100644 index 0000000..d6843a8 --- /dev/null +++ b/man/getSeurat.Rd @@ -0,0 +1,14 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/preprocessing.R +\name{getSeurat} +\alias{getSeurat} +\title{getSeurat +Load features Seurat object} +\usage{ +getSeurat(path) +} +\description{ +getSeurat +Load features Seurat object +} +\keyword{internal} diff --git a/man/getSpatialFeatures.Rd b/man/getSpatialFeatures.Rd index ff49895..9f05375 100644 --- a/man/getSpatialFeatures.Rd +++ b/man/getSpatialFeatures.Rd @@ -5,7 +5,7 @@ \title{getSpatialFeatures Load spatial features} \usage{ -getSpatialFeatures(filePath, method = "CoGAPS", featureNames = NULL) +getSpatialFeatures(filePath, method = "CoGAPS", featureNames = ".") } \arguments{ \item{filePath}{A string path to the location of the file containing the @@ -15,9 +15,8 @@ spatial features.} features. e.g., "CoGAPS", "Seurat", or "BayesTME".} \item{featureNames}{An array of strings specifying the column names -corresponding to the feature names. If input is NULL, in the case of CoGAPS -and BayesTME, all features are selected In the case of Seurat, all metadata -columns with "_Feature" suffix are selected.} +corresponding to the feature names or a regex string. In the case of Seurat, +all metadata columns with "_Feature" suffix are selected.} } \value{ a matrix of spatial features with barcodes associated From cd2ab2089f614a6855336d2f91f07be6515f5b07 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Thu, 25 Jul 2024 13:26:02 -0400 Subject: [PATCH 08/12] fail if unknown features requested --- R/preprocessing.R | 18 ++++++++++-------- .../test-preprocessing.getSpatialFeatures.R | 17 +++++++++++++++-- 2 files changed, 25 insertions(+), 10 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index 35aa56e..c715a44 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -175,19 +175,21 @@ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ namePattern <- featureNames } + dataNames <- colnames(spFeatures) + if (length(featureNames) == 1) { - dataNames <- colnames(spFeatures) featureNames <- dataNames[grepl(pattern = namePattern, dataNames, ignore.case = TRUE)] - message(sprintf("%d features match expression '%s'.", - length(featureNames), namePattern)) + if(length(featureNames) == 0){ + stop(sprintf("Regex %s does not match any feature.", namePattern)) + } + } else if(!all(featureNames %in% dataNames)){ + stop("Some of the features were not found:", + sprintf(" %s", setdiff(featureNames,dataNames))) } - featureNames <- intersect(featureNames,colnames(spFeatures)) - - if(length(featureNames)>0) { - spFeatures <- spFeatures[,featureNames,drop = FALSE] - } else {stop("No features match provided feature names. Check your input.")} + featureNames <- intersect(featureNames,dataNames) + spFeatures <- spFeatures[,featureNames, drop=FALSE] return(spFeatures) } diff --git a/tests/testthat/test-preprocessing.getSpatialFeatures.R b/tests/testthat/test-preprocessing.getSpatialFeatures.R index 65febfd..2612617 100644 --- a/tests/testthat/test-preprocessing.getSpatialFeatures.R +++ b/tests/testthat/test-preprocessing.getSpatialFeatures.R @@ -13,7 +13,8 @@ test_that("getSpatialFeatures fails with unsupported method",{ }) test_that("getSpatialFeatures fails with no matching feature names",{ - expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = "no_match")) + expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = "no_match"), + "Regex no_match does not match any feature.") }) test_that("getSpatialFeatures work with custom regex", { @@ -21,7 +22,19 @@ test_that("getSpatialFeatures work with custom regex", { expect_equal(ncol(sf), 1) }) -test_that("getSpatialFeatures work with a feature name set", { +test_that("getSpatialFeatures works with a feature name set", { sf <- getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = c("Pattern_1", "Pattern_2")) expect_equal(ncol(sf), 2) +}) + +test_that("getSpatialFeatures warns if some of the features are not found", { + expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", + featureNames = c("Pattern_1", "Pattern_2", "Pattern_4")), + "Some of the features were not found: Pattern_4") +}) + +test_that("getSpatialFeatures warns if some of the features are not found", { + expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", + featureNames = c("Pattern_1", "Pattern_2", "Pattern_3", "qq", "ww")), + "Some of the features were not found: qq ww") }) \ No newline at end of file From 10e960a4e60e69a283d607305b25306ea526f009 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Thu, 25 Jul 2024 14:07:46 -0400 Subject: [PATCH 09/12] refactor --- R/preprocessing.R | 26 ++++++++++++-------------- 1 file changed, 12 insertions(+), 14 deletions(-) diff --git a/R/preprocessing.R b/R/preprocessing.R index c715a44..8a39cb1 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -159,37 +159,35 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ + namePattern <- featureNames + if(method == "CoGAPS") { spFeatures <- getCogaps(filePath) } else if(method == "BayesTME") { spFeatures <- getBtme(filePath) } else if(method == "Seurat") { spFeatures <- getSeurat(filePath) - } else { - stop("Method not supported.") - } - - if (method == "Seurat") { namePattern <- "_Feature" } else { - namePattern <- featureNames + stop("Method not supported.") } dataNames <- colnames(spFeatures) - if (length(featureNames) == 1) { + if(length(featureNames) == 1) { + #assume regex is provided featureNames <- dataNames[grepl(pattern = namePattern, dataNames, ignore.case = TRUE)] - if(length(featureNames) == 0){ - stop(sprintf("Regex %s does not match any feature.", namePattern)) + if(length(featureNames) == 0) { + stop(sprintf("Regex %s does not match any feature.", namePattern)) } - } else if(!all(featureNames %in% dataNames)){ - stop("Some of the features were not found:", - sprintf(" %s", setdiff(featureNames,dataNames))) + } else if(!all(featureNames %in% dataNames)) { + stop("Some of the features were not found:", + sprintf(" %s", setdiff(featureNames, dataNames))) } - featureNames <- intersect(featureNames,dataNames) - spFeatures <- spFeatures[,featureNames, drop=FALSE] + featureNames <- intersect(featureNames, dataNames) + spFeatures <- spFeatures[,featureNames, drop = FALSE] return(spFeatures) } From b8366163488c6669d57c814286c1b27bdd4d33b4 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Thu, 25 Jul 2024 14:30:47 -0400 Subject: [PATCH 10/12] rm cogaps_result that was there foe some reason. --- 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5e8ce2188e8157bfd86d5eb614499004cc4a5b65 Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Fri, 26 Jul 2024 14:32:22 -0400 Subject: [PATCH 11/12] implement infer format, close #11 --- R/preprocessing.R | 86 +++++++++++++------ man/{getBtme.Rd => dot-getBTMEfeatures.Rd} | 10 +-- ...{getCogaps.Rd => dot-getCogapsFeatures.Rd} | 10 +-- ...{getSeurat.Rd => dot-getSeuratFeatures.Rd} | 10 +-- man/dot-inferMethod.Rd | 14 +++ man/dot-readFormat.Rd | 14 +++ man/getSpatialFeatures.Rd | 7 +- .../test-preprocessing.getSpatialFeatures.R | 33 ++++++- 8 files changed, 134 insertions(+), 50 deletions(-) rename man/{getBtme.Rd => dot-getBTMEfeatures.Rd} (64%) rename man/{getCogaps.Rd => dot-getCogapsFeatures.Rd} (61%) rename man/{getSeurat.Rd => dot-getSeuratFeatures.Rd} (61%) create mode 100644 man/dot-inferMethod.Rd create mode 100644 man/dot-readFormat.Rd diff --git a/R/preprocessing.R b/R/preprocessing.R index 8a39cb1..69c3923 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -141,8 +141,9 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ #' #' @param filePath A string path to the location of the file containing the #' spatial features. -#' @param method A string specifying the method used to obtain spatial -#' features. e.g., "CoGAPS", "Seurat", or "BayesTME". +#' @param method A string specifying the type of object to obtain spatial +#' feature from. Default NULL, where the method is inferred based on object +#' type. Other methods are: "CoGAPS", "Seurat", or "BayesTME". #' @param featureNames An array of strings specifying the column names #' corresponding to the feature names or a regex string. In the case of Seurat, #' all metadata columns with "_Feature" suffix are selected. @@ -157,25 +158,26 @@ load10XCoords <- function(visiumDir, resolution = "lowres", version = NULL){ #' head(spFeatures) #' -getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ +getSpatialFeatures <- function(filePath, method = NULL, featureNames = "."){ - namePattern <- featureNames + #read the features object based on the format + spObject <- .readFormat(filePath) - if(method == "CoGAPS") { - spFeatures <- getCogaps(filePath) - } else if(method == "BayesTME") { - spFeatures <- getBtme(filePath) - } else if(method == "Seurat") { - spFeatures <- getSeurat(filePath) - namePattern <- "_Feature" - } else { - stop("Method not supported.") - } + #determine the method to use for feature extractioin + method <- .inferMethod(spObject, method) + + spFun <- c("CoGAPS"=.getCogapsFeatures, + "BayesTME"=.getBTMEfeatures, + "Seurat"=.getSeuratFeatures) + + spFeatures <- spFun[[method]](spObject) dataNames <- colnames(spFeatures) + #subset the features based on the featureNames if(length(featureNames) == 1) { #assume regex is provided + namePattern <- featureNames featureNames <- dataNames[grepl(pattern = namePattern, dataNames, ignore.case = TRUE)] if(length(featureNames) == 0) { @@ -192,25 +194,50 @@ getSpatialFeatures <- function(filePath,method = "CoGAPS",featureNames = "."){ return(spFeatures) } -#' getCogaps -#' Load features CoGAPS object +#' readFormat +#' Reads a format into an R object #' @keywords internal #' +.readFormat <- function(path){ + if(grepl(".rds",path)){ + obj <- readRDS(path) + } else if (grepl(".h5ad",path)){ + obj <- hdf5r::h5file(filename = path, mode='r') + } else { + stop("File format not supported.") + } + return(obj) +} -getCogaps <- function(path){ - spFeatures <- readRDS(path) - spFeatures <- slot(spFeatures,"sampleFactors") +#' inferMethod +#' Infer the method used to obtain spatial features +#' @keywords internal +.inferMethod <- function(spObject, method){ + if(is.null(method)){ + if(inherits(spObject, "H5File")){ + method <- "BayesTME" + } else if(inherits(spObject, "CogapsResult")){ + method <- "CoGAPS" + } + } + return(method) +} + +#' .getCogapsFeatures +#' Load features CoGAPS object +#' @keywords internal +#' +.getCogapsFeatures <- function(obj){ + spFeatures <- slot(obj, "sampleFactors") return(spFeatures) } -#' getBtme +#' .getBTMEfeatures #' Load features BayesTME object #' #' @keywords internal #' - -getBtme <- function(path){ - hf <- hdf5r::h5file(filename = path, mode='r') +.getBTMEfeatures <- function(hf){ feat_loc <- "obsm/bayestme_cell_type_counts" barc_loc <- "obs/_index" spFeatures <- t(hdf5r::readDataSet(hf[[feat_loc]])) @@ -223,13 +250,16 @@ getBtme <- function(path){ return(spFeatures) } -#' getSeurat +#' .getSeuratFeatures #' Load features Seurat object #' @keywords internal #' - -getSeurat <- function(path){ - spFeatures <- readRDS(path) - spFeatures <- spFeatures[[]] +.getSeuratFeatures <- function(obj){ + spFeatures <- slot(obj, "meta.data") + selection <- grepl("_Feature",colnames(spFeatures), ignore.case = TRUE) + if (!any(selection)){ + stop("No _feature columns found in Seurat object.") + } + spFeatures <- spFeatures[,selection, drop = FALSE] return(spFeatures) } \ No newline at end of file diff --git a/man/getBtme.Rd b/man/dot-getBTMEfeatures.Rd similarity index 64% rename from man/getBtme.Rd rename to man/dot-getBTMEfeatures.Rd index ac755ad..197c370 100644 --- a/man/getBtme.Rd +++ b/man/dot-getBTMEfeatures.Rd @@ -1,14 +1,14 @@ % Generated by roxygen2: do not edit by hand % Please edit documentation in R/preprocessing.R -\name{getBtme} -\alias{getBtme} -\title{getBtme +\name{.getBTMEfeatures} +\alias{.getBTMEfeatures} +\title{.getBTMEfeatures Load features BayesTME object} \usage{ -getBtme(path) +.getBTMEfeatures(hf) } \description{ -getBtme +.getBTMEfeatures Load features BayesTME object } \keyword{internal} diff --git a/man/getCogaps.Rd b/man/dot-getCogapsFeatures.Rd similarity index 61% rename from man/getCogaps.Rd rename to man/dot-getCogapsFeatures.Rd index a2107d6..23652c7 100644 --- a/man/getCogaps.Rd +++ b/man/dot-getCogapsFeatures.Rd @@ -1,14 +1,14 @@ % Generated by roxygen2: do not edit by hand % Please edit documentation in R/preprocessing.R -\name{getCogaps} -\alias{getCogaps} -\title{getCogaps +\name{.getCogapsFeatures} +\alias{.getCogapsFeatures} +\title{.getCogapsFeatures Load features CoGAPS object} \usage{ -getCogaps(path) +.getCogapsFeatures(obj) } \description{ -getCogaps +.getCogapsFeatures Load features CoGAPS object } \keyword{internal} diff --git a/man/getSeurat.Rd b/man/dot-getSeuratFeatures.Rd similarity index 61% rename from man/getSeurat.Rd rename to man/dot-getSeuratFeatures.Rd index d6843a8..29b60ab 100644 --- a/man/getSeurat.Rd +++ b/man/dot-getSeuratFeatures.Rd @@ -1,14 +1,14 @@ % Generated by roxygen2: do not edit by hand % Please edit documentation in R/preprocessing.R -\name{getSeurat} -\alias{getSeurat} -\title{getSeurat +\name{.getSeuratFeatures} +\alias{.getSeuratFeatures} +\title{.getSeuratFeatures Load features Seurat object} \usage{ -getSeurat(path) +.getSeuratFeatures(obj) } \description{ -getSeurat +.getSeuratFeatures Load features Seurat object } \keyword{internal} diff --git a/man/dot-inferMethod.Rd b/man/dot-inferMethod.Rd new file mode 100644 index 0000000..bc28210 --- /dev/null +++ b/man/dot-inferMethod.Rd @@ -0,0 +1,14 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/preprocessing.R +\name{.inferMethod} +\alias{.inferMethod} +\title{inferMethod +Infer the method used to obtain spatial features} +\usage{ +.inferMethod(spObject, method) +} +\description{ +inferMethod +Infer the method used to obtain spatial features +} +\keyword{internal} diff --git a/man/dot-readFormat.Rd b/man/dot-readFormat.Rd new file mode 100644 index 0000000..b2789f5 --- /dev/null +++ b/man/dot-readFormat.Rd @@ -0,0 +1,14 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/preprocessing.R +\name{.readFormat} +\alias{.readFormat} +\title{readFormat +Reads a format into an R object} +\usage{ +.readFormat(path) +} +\description{ +readFormat +Reads a format into an R object +} +\keyword{internal} diff --git a/man/getSpatialFeatures.Rd b/man/getSpatialFeatures.Rd index 9f05375..c859e22 100644 --- a/man/getSpatialFeatures.Rd +++ b/man/getSpatialFeatures.Rd @@ -5,14 +5,15 @@ \title{getSpatialFeatures Load spatial features} \usage{ -getSpatialFeatures(filePath, method = "CoGAPS", featureNames = ".") +getSpatialFeatures(filePath, method = NULL, featureNames = ".") } \arguments{ \item{filePath}{A string path to the location of the file containing the spatial features.} -\item{method}{A string specifying the method used to obtain spatial -features. e.g., "CoGAPS", "Seurat", or "BayesTME".} +\item{method}{A string specifying the type of object to obtain spatial +feature from. Default NULL, where the method is inferred based on object +type. Other methods are: "CoGAPS", "Seurat", or "BayesTME".} \item{featureNames}{An array of strings specifying the column names corresponding to the feature names or a regex string. In the case of Seurat, diff --git a/tests/testthat/test-preprocessing.getSpatialFeatures.R b/tests/testthat/test-preprocessing.getSpatialFeatures.R index 2612617..7dd2379 100644 --- a/tests/testthat/test-preprocessing.getSpatialFeatures.R +++ b/tests/testthat/test-preprocessing.getSpatialFeatures.R @@ -1,13 +1,28 @@ -test_that("getCogaps can read a CoGAPS object",{ - sf <- getCogaps("assets/cogaps.rds") +#reading input files and extracting features + +test_that(".readFormat can read cogaps and btme files", { + expect_no_error(.readFormat("assets/cogaps.rds")) + expect_no_error(.readFormat("assets/btme.h5ad")) +}) + +test_that(".getCogapsFeatures can read features from a CoGAPS object",{ + cg <- .readFormat("assets/cogaps.rds") + sf <- .getCogapsFeatures(cg) expect_equal(ncol(sf), 3) }) -test_that("getBtme can read a BayesTME object",{ - sf <- getBtme("assets/btme.h5ad") +test_that(".getBTMEfeatures can read features from Anndata object",{ + bt <- .readFormat("assets/btme.h5ad") + sf <- .getBTMEfeatures(bt) expect_equal(ncol(sf), 3) }) +test_that(".inferMethod can infer the method used to obtain spatial features", { + expect_equal(.inferMethod(.readFormat("assets/cogaps.rds"), NULL), "CoGAPS") + expect_equal(.inferMethod(.readFormat("assets/btme.h5ad"), NULL), "BayesTME") +}) + +#main function tests test_that("getSpatialFeatures fails with unsupported method",{ expect_error(getSpatialFeatures("assets/cogaps.rds", method = "unsupported")) }) @@ -37,4 +52,14 @@ test_that("getSpatialFeatures warns if some of the features are not found", { expect_error(getSpatialFeatures("assets/cogaps.rds", method = "CoGAPS", featureNames = c("Pattern_1", "Pattern_2", "Pattern_3", "qq", "ww")), "Some of the features were not found: qq ww") +}) + +test_that("getSpatialFeatures works in infer mode with Cogaps object", { + sf <- getSpatialFeatures("assets/cogaps.rds") + expect_equal(ncol(sf), 3) +}) + +test_that("getSpatialFeatures works in infer mode with Cogaps object", { + sf <- getSpatialFeatures("assets/btme.h5ad") + expect_equal(ncol(sf), 3) }) \ No newline at end of file From 1750e80fa290c656b8717961678d043f99bc439f Mon Sep 17 00:00:00 2001 From: dimalvovs Date: Mon, 29 Jul 2024 15:59:14 -0400 Subject: [PATCH 12/12] update dockerfile, bump version, amend news --- DESCRIPTION | 2 +- Dockerfile | 2 +- NEWS.md | 4 ++++ 3 files changed, 6 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 0c1991d..ebf1bb9 100755 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: SpaceMarkers Title: Spatial Interaction Markers -Version: 0.99.8 +Version: 1.11.1 Authors@R: c( person(given = "Atul", family = "Deshpande", email = "adeshpande@jhu.edu", role = c("aut", "cre"), comment = c(ORCID="0000-0001-5144-6924")), person(given = "Ludmila", family = "Danilova", email = "ldanilo1@jhmi.edu", role = "ctb"), diff --git a/Dockerfile b/Dockerfile index 203edb6..0b798eb 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,4 +1,4 @@ -#generated from 69d000eee2de41886a5732a1436be4a98f080dcf +#generated from 5e8ce2188e8157bfd86d5eb614499004cc4a5b65 # --platform=linux/amd64 to avoid 'no match for platform in the manifest' on M1 FROM rocker/tidyverse:4 diff --git a/NEWS.md b/NEWS.md index e48fcb9..fb3d7a9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,7 @@ +# SoaceMarkers development version + +* `getSpatialFeatures`: add default method to infer the object passed to it. + # SpaceMarkers 0.1.0 * Added a `NEWS.md` file to track changes to the package.