# HG changeset patch # User workflow4metabolomics # Date 1694424216 0 # Node ID 2a2850fdf29efdbfd22960f3d5ceee4b41ac3b13 # Parent 018a9771de28b6e53c87dba58c667362693aa0e5 planemo upload for repository https://github.com/workflow4metabolomics/tools-metabolomics/ commit 2cb157bd9a8701a3d6874e084032cbd050b8953e diff -r 018a9771de28 -r 2a2850fdf29e README.rst --- a/README.rst Wed Apr 07 16:46:50 2021 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,54 +0,0 @@ - -Changelog/News --------------- - -.. _News: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS - -**Version 3.12.0+galaxy* - 03/03/2020** - -- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS News_) - -**Version 3.6.1+galaxy1 - 05/04/2020** - -- UPGRADE: upgrade the CAMERA version from 1.38.0 to 1.42.0 - -- BUGFIX: "Error in chromPeaks(from)[, "is_filled"] : subscript out of bounds" - -**Version 3.6.1.0 - 03/09/2019** - -- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS News_) - -**Version 3.4.4.0 - 08/02/2019** - -- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.4 (see XCMS News_) - -**Version 3.0.0.0 - 14/02/2018** - -- UPGRADE: upgrade the xcms version from 1.46.0 to 3.0.0. So refactoring of a lot of underlying codes and methods - -- IMPROVEMENT: the tool now shows all the parameters and not only those which were setted. - - -**Version 1.0.4 - 13/02/2018** - -- UPGRADE: upgrate the CAMERA version from 1.26.0 to 1.32.0 - - -**Version 1.0.3 - 03/02/2017** - -- IMPROVEMENT: xcms.summary can deal with merged individual data - - -**Version 1.0.2 - 06/07/2016** - -- UPGRADE: upgrate the xcms version from 1.44.0 to 1.46.0 - - -**Version 1.0.1 - 04/04/2016** - -- TEST: refactoring to pass planemo test using conda dependencies - - -**Version 1.0.0 - 10/02/2016** - -- NEW: Create a summary of XCMS analysis diff -r 018a9771de28 -r 2a2850fdf29e abims_xcms_summary.xml --- a/abims_xcms_summary.xml Wed Apr 07 16:46:50 2021 +0000 +++ b/abims_xcms_summary.xml Mon Sep 11 09:23:36 2023 +0000 @@ -1,4 +1,4 @@ - + Create a summary of XCMS analysis @@ -41,7 +41,7 @@ --> - + @@ -82,6 +82,8 @@ .. image:: xcms_summary_workflow.png +@HELP_XCMS_MANUAL@ + --------------------------------------------------- Changelog/News diff -r 018a9771de28 -r 2a2850fdf29e lib.r --- a/lib.r Wed Apr 07 16:46:50 2021 +0000 +++ b/lib.r Mon Sep 11 09:23:36 2023 +0000 @@ -4,12 +4,12 @@ #@author G. Le Corguille # solve an issue with batch if arguments are logical TRUE/FALSE parseCommandArgs <- function(...) { - args <- batch::parseCommandArgs(...) - for (key in names(args)) { - if (args[key] %in% c("TRUE", "FALSE")) - args[key] <- as.logical(args[key]) - } - return(args) + args <- batch::parseCommandArgs(...) + for (key in names(args)) { + if (args[key] %in% c("TRUE", "FALSE")) + args[key] <- as.logical(args[key]) + } + return(args) } #@author G. Le Corguille @@ -17,237 +17,247 @@ # - load the packages # - display the sessionInfo loadAndDisplayPackages <- function(pkgs) { - for (pkg in pkgs) suppressPackageStartupMessages(stopifnot(library(pkg, quietly = TRUE, logical.return = TRUE, character.only = TRUE))) + for (pkg in pkgs) suppressPackageStartupMessages(stopifnot(library(pkg, quietly = TRUE, logical.return = TRUE, character.only = TRUE))) - sessioninfo <- sessionInfo() - cat(sessioninfo$R.version$version.string, "\n") - cat("Main packages:\n") - for (pkg in names(sessioninfo$otherPkgs)) { - cat(paste(pkg, packageVersion(pkg)), "\t") - } - cat("\n") - cat("Other loaded packages:\n") - for (pkg in names(sessioninfo$loadedOnly)) { - cat(paste(pkg, packageVersion(pkg)), "\t") - } - cat("\n") + sessioninfo <- sessionInfo() + cat(sessioninfo$R.version$version.string, "\n") + cat("Main packages:\n") + for (pkg in names(sessioninfo$otherPkgs)) { + cat(paste(pkg, packageVersion(pkg)), "\t") + } + cat("\n") + cat("Other loaded packages:\n") + for (pkg in names(sessioninfo$loadedOnly)) { + cat(paste(pkg, packageVersion(pkg)), "\t") + } + cat("\n") } #@author G. Le Corguille # This function merge several chromBPI or chromTIC into one. mergeChrom <- function(chrom_merged, chrom) { - if (is.null(chrom_merged)) return(NULL) - chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data) - return(chrom_merged) + if (is.null(chrom_merged)) return(NULL) + chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data) + return(chrom_merged) } #@author G. Le Corguille # This function merge several xdata into one. mergeXData <- function(args) { - chromTIC <- NULL - chromBPI <- NULL - chromTIC_adjusted <- NULL - chromBPI_adjusted <- NULL - md5sumList <- NULL - for (image in args$images) { + chromTIC <- NULL + chromBPI <- NULL + chromTIC_adjusted <- NULL + chromBPI_adjusted <- NULL + md5sumList <- NULL + for (image in args$images) { - load(image) - # Handle infiles - if (!exists("singlefile")) singlefile <- NULL - if (!exists("zipfile")) zipfile <- NULL - rawFilePath <- retrieveRawfileInTheWorkingDir(singlefile, zipfile, args) - zipfile <- rawFilePath$zipfile - singlefile <- rawFilePath$singlefile + load(image) + # Handle infiles + if (!exists("singlefile")) singlefile <- NULL + if (!exists("zipfile")) zipfile <- NULL + rawFilePath <- retrieveRawfileInTheWorkingDir(singlefile, zipfile, args) + zipfile <- rawFilePath$zipfile + singlefile <- rawFilePath$singlefile - if (exists("raw_data")) xdata <- raw_data - if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") + if (exists("raw_data")) xdata <- raw_data + if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") - cat(sampleNamesList$sampleNamesOrigin, "\n") + cat(sampleNamesList$sampleNamesOrigin, "\n") - if (!exists("xdata_merged")) { - xdata_merged <- xdata - singlefile_merged <- singlefile - md5sumList_merged <- md5sumList - sampleNamesList_merged <- sampleNamesList - chromTIC_merged <- chromTIC - chromBPI_merged <- chromBPI - chromTIC_adjusted_merged <- chromTIC_adjusted - chromBPI_adjusted_merged <- chromBPI_adjusted - } else { - if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged, xdata) - else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged, xdata) - else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata") + if (!exists("xdata_merged")) { + xdata_merged <- xdata + singlefile_merged <- singlefile + md5sumList_merged <- md5sumList + sampleNamesList_merged <- sampleNamesList + chromTIC_merged <- chromTIC + chromBPI_merged <- chromBPI + chromTIC_adjusted_merged <- chromTIC_adjusted + chromBPI_adjusted_merged <- chromBPI_adjusted + } else { + if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged, xdata) + else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged, xdata) + else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata") - singlefile_merged <- c(singlefile_merged, singlefile) - md5sumList_merged$origin <- rbind(md5sumList_merged$origin, md5sumList$origin) - sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin, sampleNamesList$sampleNamesOrigin) - sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames, sampleNamesList$sampleNamesMakeNames) - chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC) - chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI) - chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted) - chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted) - } + singlefile_merged <- c(singlefile_merged, singlefile) + md5sumList_merged$origin <- rbind(md5sumList_merged$origin, md5sumList$origin) + sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin, sampleNamesList$sampleNamesOrigin) + sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames, sampleNamesList$sampleNamesMakeNames) + chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC) + chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI) + chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted) + chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted) } - rm(image) - xdata <- xdata_merged; rm(xdata_merged) - singlefile <- singlefile_merged; rm(singlefile_merged) - md5sumList <- md5sumList_merged; rm(md5sumList_merged) - sampleNamesList <- sampleNamesList_merged; rm(sampleNamesList_merged) + } + rm(image) + xdata <- xdata_merged + rm(xdata_merged) + singlefile <- singlefile_merged + rm(singlefile_merged) + md5sumList <- md5sumList_merged + rm(md5sumList_merged) + sampleNamesList <- sampleNamesList_merged + rm(sampleNamesList_merged) - if (!is.null(args$sampleMetadata)) { - cat("\tXSET PHENODATA SETTING...\n") - sampleMetadataFile <- args$sampleMetadata - sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header = F) - xdata@phenoData@data$sample_group <- sampleMetadata$V2[match(xdata@phenoData@data$sample_name, sampleMetadata$V1)] + if (!is.null(args$sampleMetadata)) { + cat("\tXSET PHENODATA SETTING...\n") + sampleMetadataFile <- args$sampleMetadata + sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header = FALSE) + xdata@phenoData@data$sample_group <- sampleMetadata$V2[match(xdata@phenoData@data$sample_name, sampleMetadata$V1)] - if (any(is.na(pData(xdata)$sample_group))) { - sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)] - error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse = " ")) - print(error_message) - stop(error_message) - } - } - - if (!is.null(chromTIC_merged)) { - chromTIC <- chromTIC_merged; chromTIC@phenoData <- xdata@phenoData + if (any(is.na(pData(xdata)$sample_group))) { + sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)] + error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse = " ")) + print(error_message) + stop(error_message) } - if (!is.null(chromBPI_merged)) { - chromBPI <- chromBPI_merged; chromBPI@phenoData <- xdata@phenoData - } - if (!is.null(chromTIC_adjusted_merged)) { - chromTIC_adjusted <- chromTIC_adjusted_merged; chromTIC_adjusted@phenoData <- xdata@phenoData - } - if (!is.null(chromBPI_adjusted_merged)) { - chromBPI_adjusted <- chromBPI_adjusted_merged; chromBPI_adjusted@phenoData <- xdata@phenoData - } + } - return(list("xdata" = xdata, "singlefile" = singlefile, "md5sumList" = md5sumList, "sampleNamesList" = sampleNamesList, "chromTIC" = chromTIC, "chromBPI" = chromBPI, "chromTIC_adjusted" = chromTIC_adjusted, "chromBPI_adjusted" = chromBPI_adjusted)) + if (!is.null(chromTIC_merged)) { + chromTIC <- chromTIC_merged + chromTIC@phenoData <- xdata@phenoData + } + if (!is.null(chromBPI_merged)) { + chromBPI <- chromBPI_merged + chromBPI@phenoData <- xdata@phenoData + } + if (!is.null(chromTIC_adjusted_merged)) { + chromTIC_adjusted <- chromTIC_adjusted_merged + chromTIC_adjusted@phenoData <- xdata@phenoData + } + if (!is.null(chromBPI_adjusted_merged)) { + chromBPI_adjusted <- chromBPI_adjusted_merged + chromBPI_adjusted@phenoData <- xdata@phenoData + } + + return(list("xdata" = xdata, "singlefile" = singlefile, "md5sumList" = md5sumList, "sampleNamesList" = sampleNamesList, "chromTIC" = chromTIC, "chromBPI" = chromBPI, "chromTIC_adjusted" = chromTIC_adjusted, "chromBPI_adjusted" = chromBPI_adjusted)) } #@author G. Le Corguille # This function convert if it is required the Retention Time in minutes RTSecondToMinute <- function(variableMetadata, convertRTMinute) { - if (convertRTMinute) { - #converting the retention times (seconds) into minutes - print("converting the retention times into minutes in the variableMetadata") - variableMetadata[, "rt"] <- variableMetadata[, "rt"] / 60 - variableMetadata[, "rtmin"] <- variableMetadata[, "rtmin"] / 60 - variableMetadata[, "rtmax"] <- variableMetadata[, "rtmax"] / 60 - } - return(variableMetadata) + if (convertRTMinute) { + #converting the retention times (seconds) into minutes + print("converting the retention times into minutes in the variableMetadata") + variableMetadata[, "rt"] <- variableMetadata[, "rt"] / 60 + variableMetadata[, "rtmin"] <- variableMetadata[, "rtmin"] / 60 + variableMetadata[, "rtmax"] <- variableMetadata[, "rtmax"] / 60 + } + return(variableMetadata) } #@author G. Le Corguille # This function format ions identifiers formatIonIdentifiers <- function(variableMetadata, numDigitsRT = 0, numDigitsMZ = 0) { - splitDeco <- strsplit(as.character(variableMetadata$name), "_") - idsDeco <- sapply(splitDeco, - function(x) { - deco <- unlist(x)[2]; if (is.na(deco)) return("") else return(paste0("_", deco)) - } - ) - namecustom <- make.unique(paste0("M", round(variableMetadata[, "mz"], numDigitsMZ), "T", round(variableMetadata[, "rt"], numDigitsRT), idsDeco)) - variableMetadata <- cbind(name = variableMetadata$name, namecustom = namecustom, variableMetadata[, !(colnames(variableMetadata) %in% c("name"))]) - return(variableMetadata) + splitDeco <- strsplit(as.character(variableMetadata$name), "_") + idsDeco <- sapply(splitDeco, + function(x) { + deco <- unlist(x)[2] + if (is.na(deco)) return("") else return(paste0("_", deco)) + } + ) + namecustom <- make.unique(paste0("M", round(variableMetadata[, "mz"], numDigitsMZ), "T", round(variableMetadata[, "rt"], numDigitsRT), idsDeco)) + variableMetadata <- cbind(name = variableMetadata$name, namecustom = namecustom, variableMetadata[, !(colnames(variableMetadata) %in% c("name"))]) + return(variableMetadata) } #@author G. Le Corguille # This function convert the remain NA to 0 in the dataMatrix naTOzeroDataMatrix <- function(dataMatrix, naTOzero) { - if (naTOzero) { - dataMatrix[is.na(dataMatrix)] <- 0 - } - return(dataMatrix) + if (naTOzero) { + dataMatrix[is.na(dataMatrix)] <- 0 + } + return(dataMatrix) } #@author G. Le Corguille # Draw the plotChromPeakDensity 3 per page in a pdf file getPlotChromPeakDensity <- function(xdata, param = NULL, mzdigit = 4) { - pdf(file = "plotChromPeakDensity.pdf", width = 16, height = 12) + pdf(file = "plotChromPeakDensity.pdf", width = 16, height = 12) - par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5)) + par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5)) - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - }else{ - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - names(group_colors) <- unique(xdata$sample_group) - col_per_samp <- as.character(xdata$sample_group) - for (i in seq_len(length(group_colors))) { - col_per_samp[col_per_samp == (names(group_colors)[i])] <- group_colors[i] - } + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + names(group_colors) <- unique(xdata$sample_group) + col_per_samp <- as.character(xdata$sample_group) + for (i in seq_len(length(group_colors))) { + col_per_samp[col_per_samp == (names(group_colors)[i])] <- group_colors[i] + } - xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax)) - for (i in seq_len(nrow(featureDefinitions(xdata)))) { - mzmin <- featureDefinitions(xdata)[i, ]$mzmin - mzmax <- featureDefinitions(xdata)[i, ]$mzmax - plotChromPeakDensity(xdata, param = param, mz = c(mzmin, mzmax), col = col_per_samp, pch = 16, xlim = xlim, main = paste(round(mzmin, mzdigit), round(mzmax, mzdigit))) - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax)) + for (i in seq_len(nrow(featureDefinitions(xdata)))) { + mzmin <- featureDefinitions(xdata)[i, ]$mzmin + mzmax <- featureDefinitions(xdata)[i, ]$mzmax + plotChromPeakDensity(xdata, param = param, mz = c(mzmin, mzmax), col = col_per_samp, pch = 16, xlim = xlim, main = paste(round(mzmin, mzdigit), round(mzmax, mzdigit))) + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - dev.off() + dev.off() } #@author G. Le Corguille # Draw the plotChromPeakDensity 3 per page in a pdf file getPlotAdjustedRtime <- function(xdata) { - pdf(file = "raw_vs_adjusted_rt.pdf", width = 16, height = 12) + pdf(file = "raw_vs_adjusted_rt.pdf", width = 16, height = 12) - # Color by group - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - } else { - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - if (length(group_colors) > 1) { - names(group_colors) <- unique(xdata$sample_group) - plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group]) - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + # Color by group + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + if (length(group_colors) > 1) { + names(group_colors) <- unique(xdata$sample_group) + plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group]) + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - # Color by sample - plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name))) - legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) + # Color by sample + plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name))) + legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) - dev.off() + dev.off() } #@author G. Le Corguille # value: intensity values to be used into, maxo or intb -getPeaklistW4M <- function(xdata, intval = "into", convertRTMinute = F, numDigitsMZ = 4, numDigitsRT = 0, naTOzero = T, variableMetadataOutput, dataMatrixOutput, sampleNamesList) { - dataMatrix <- featureValues(xdata, method = "medret", value = intval) - colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix))) - dataMatrix <- cbind(name = groupnames(xdata), dataMatrix) - variableMetadata <- featureDefinitions(xdata) - colnames(variableMetadata)[1] <- "mz"; colnames(variableMetadata)[4] <- "rt" - variableMetadata <- data.frame(name = groupnames(xdata), variableMetadata) +getPeaklistW4M <- function(xdata, intval = "into", convertRTMinute = FALSE, numDigitsMZ = 4, numDigitsRT = 0, naTOzero = TRUE, variableMetadataOutput, dataMatrixOutput, sampleNamesList) { + dataMatrix <- featureValues(xdata, method = "medret", value = intval) + colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix))) + dataMatrix <- cbind(name = groupnames(xdata), dataMatrix) + variableMetadata <- featureDefinitions(xdata) + colnames(variableMetadata)[1] <- "mz" + colnames(variableMetadata)[4] <- "rt" + variableMetadata <- data.frame(name = groupnames(xdata), variableMetadata) - variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute) - variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT = numDigitsRT, numDigitsMZ = numDigitsMZ) - dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero) + variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute) + variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT = numDigitsRT, numDigitsMZ = numDigitsMZ) + dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero) - # FIX: issue when the vector at peakidx is too long and is written in a new line during the export - variableMetadata[, "peakidx"] <- vapply(variableMetadata[, "peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",") + # FIX: issue when the vector at peakidx is too long and is written in a new line during the export + variableMetadata[, "peakidx"] <- vapply(variableMetadata[, "peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",") - write.table(variableMetadata, file = variableMetadataOutput, sep = "\t", quote = F, row.names = F) - write.table(dataMatrix, file = dataMatrixOutput, sep = "\t", quote = F, row.names = F) + write.table(variableMetadata, file = variableMetadataOutput, sep = "\t", quote = FALSE, row.names = FALSE) + write.table(dataMatrix, file = dataMatrixOutput, sep = "\t", quote = FALSE, row.names = FALSE) } #@author G. Le Corguille # It allow different of field separators -getDataFrameFromFile <- function(filename, header = T) { - myDataFrame <- read.table(filename, header = header, sep = ";", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = "\t", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = ",", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) { - error_message <- "Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation" - print(error_message) - stop(error_message) - } - return(myDataFrame) +getDataFrameFromFile <- function(filename, header = TRUE) { + myDataFrame <- read.table(filename, header = header, sep = ";", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = "\t", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = ",", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) { + error_message <- "Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation" + print(error_message) + stop(error_message) + } + return(myDataFrame) } #@author G. Le Corguille @@ -255,36 +265,36 @@ # colored by sample names or class names getPlotChromatogram <- function(chrom, xdata, pdfname = "Chromatogram.pdf", aggregationFun = "max") { - if (aggregationFun == "sum") - type <- "Total Ion Chromatograms" - else - type <- "Base Peak Intensity Chromatograms" + if (aggregationFun == "sum") + type <- "Total Ion Chromatograms" + else + type <- "Base Peak Intensity Chromatograms" - adjusted <- "Raw" - if (hasAdjustedRtime(xdata)) - adjusted <- "Adjusted" + adjusted <- "Raw" + if (hasAdjustedRtime(xdata)) + adjusted <- "Adjusted" - main <- paste(type, ":", adjusted, "data") + main <- paste(type, ":", adjusted, "data") - pdf(pdfname, width = 16, height = 10) + pdf(pdfname, width = 16, height = 10) - # Color by group - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - }else{ - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - if (length(group_colors) > 1) { - names(group_colors) <- unique(xdata$sample_group) - plot(chrom, col = group_colors[chrom$sample_group], main = main, peakType = "none") - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + # Color by group + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + if (length(group_colors) > 1) { + names(group_colors) <- unique(xdata$sample_group) + plot(chrom, col = group_colors[chrom$sample_group], main = main, peakType = "none") + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - # Color by sample - plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main = main, peakType = "none") - legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) + # Color by sample + plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main = main, peakType = "none") + legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) - dev.off() + dev.off() } @@ -292,61 +302,61 @@ #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM getSampleMetadata <- function(xdata = NULL, sampleMetadataOutput = "sampleMetadata.tsv") { - cat("Creating the sampleMetadata file...\n") + cat("Creating the sampleMetadata file...\n") - #Create the sampleMetada dataframe - sampleMetadata <- xdata@phenoData@data - rownames(sampleMetadata) <- NULL - colnames(sampleMetadata) <- c("sample_name", "class") + #Create the sampleMetada dataframe + sampleMetadata <- xdata@phenoData@data + rownames(sampleMetadata) <- NULL + colnames(sampleMetadata) <- c("sample_name", "class") - sampleNamesOrigin <- sampleMetadata$sample_name - sampleNamesMakeNames <- make.names(sampleNamesOrigin) + sampleNamesOrigin <- sampleMetadata$sample_name + sampleNamesMakeNames <- make.names(sampleNamesOrigin) - if (any(duplicated(sampleNamesMakeNames))) { - write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr()) - for (sampleName in sampleNamesOrigin) { - write(paste(sampleName, "\t->\t", make.names(sampleName)), stderr()) - } - stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") + if (any(duplicated(sampleNamesMakeNames))) { + write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr()) + for (sampleName in sampleNamesOrigin) { + write(paste(sampleName, "\t->\t", make.names(sampleName)), stderr()) } + stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") + } - if (!all(sampleNamesOrigin == sampleNamesMakeNames)) { - cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n") - for (sampleName in sampleNamesOrigin) { - cat(paste(sampleName, "\t->\t", make.names(sampleName), "\n")) - } + if (!all(sampleNamesOrigin == sampleNamesMakeNames)) { + cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n") + for (sampleName in sampleNamesOrigin) { + cat(paste(sampleName, "\t->\t", make.names(sampleName), "\n")) } + } - sampleMetadata$sample_name <- sampleNamesMakeNames + sampleMetadata$sample_name <- sampleNamesMakeNames - #For each sample file, the following actions are done - for (fileIdx in seq_len(length(fileNames(xdata)))) { - #Check if the file is in the CDF format - if (!mzR:::netCDFIsFile(fileNames(xdata))) { + #For each sample file, the following actions are done + for (fileIdx in seq_len(length(fileNames(xdata)))) { + #Check if the file is in the CDF format + if (!mzR:::netCDFIsFile(fileNames(xdata))) { - # If the column isn't exist, with add one filled with NA - if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA + # If the column isn't exist, with add one filled with NA + if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA - #Extract the polarity (a list of polarities) - polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx, "polarity"] - #Verify if all the scans have the same polarity - uniq_list <- unique(polarity) - if (length(uniq_list) > 1) { - polarity <- "mixed" - } else { - polarity <- as.character(uniq_list) - } + #Extract the polarity (a list of polarities) + polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx, "polarity"] + #Verify if all the scans have the same polarity + uniq_list <- unique(polarity) + if (length(uniq_list) > 1) { + polarity <- "mixed" + } else { + polarity <- as.character(uniq_list) + } - #Set the polarity attribute - sampleMetadata$polarity[fileIdx] <- polarity - } - + #Set the polarity attribute + sampleMetadata$polarity[fileIdx] <- polarity } - write.table(sampleMetadata, sep = "\t", quote = FALSE, row.names = FALSE, file = sampleMetadataOutput) + } - return(list("sampleNamesOrigin" = sampleNamesOrigin, "sampleNamesMakeNames" = sampleNamesMakeNames)) + write.table(sampleMetadata, sep = "\t", quote = FALSE, row.names = FALSE, file = sampleMetadataOutput) + + return(list("sampleNamesOrigin" = sampleNamesOrigin, "sampleNamesMakeNames" = sampleNamesMakeNames)) } @@ -354,9 +364,9 @@ # This function will compute MD5 checksum to check the data integrity #@author Gildas Le Corguille lecorguille@sb-roscoff.fr getMd5sum <- function(files) { - cat("Compute md5 checksum...\n") - library(tools) - return(as.matrix(md5sum(files))) + cat("Compute md5 checksum...\n") + library(tools) + return(as.matrix(md5sum(files))) } # This function retrieve the raw file in the working directory @@ -365,87 +375,87 @@ #@author Gildas Le Corguille lecorguille@sb-roscoff.fr retrieveRawfileInTheWorkingDir <- function(singlefile, zipfile, args, prefix = "") { - if (!(prefix %in% c("", "Positive", "Negative", "MS1", "MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'") + if (!(prefix %in% c("", "Positive", "Negative", "MS1", "MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'") - # single - if the file are passed in the command arguments -> refresh singlefile - if (!is.null(args[[paste0("singlefile_galaxyPath", prefix)]])) { - singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath", prefix)]], "\\|")) - singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName", prefix)]], "\\|")) + # single - if the file are passed in the command arguments -> refresh singlefile + if (!is.null(args[[paste0("singlefile_galaxyPath", prefix)]])) { + singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath", prefix)]], "\\|")) + singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName", prefix)]], "\\|")) - singlefile <- NULL - for (singlefile_galaxyPath_i in seq_len(length(singlefile_galaxyPaths))) { - singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i] - singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i] - # In case, an url is used to import data within Galaxy - singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName, "/")), n = 1) - singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath + singlefile <- NULL + for (singlefile_galaxyPath_i in seq_len(length(singlefile_galaxyPaths))) { + singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i] + singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i] + # In case, an url is used to import data within Galaxy + singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName, "/")), n = 1) + singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath + } + } + # zipfile - if the file are passed in the command arguments -> refresh zipfile + if (!is.null(args[[paste0("zipfile", prefix)]])) + zipfile <- args[[paste0("zipfile", prefix)]] + + # single + if (!is.null(singlefile) && (length("singlefile") > 0)) { + files <- vector() + for (singlefile_sampleName in names(singlefile)) { + singlefile_galaxyPath <- singlefile[[singlefile_sampleName]] + if (!file.exists(singlefile_galaxyPath)) { + error_message <- paste("Cannot access the sample:", singlefile_sampleName, "located:", singlefile_galaxyPath, ". Please, contact your administrator ... if you have one!") + print(error_message) + stop(error_message) } - } - # zipfile - if the file are passed in the command arguments -> refresh zipfile - if (!is.null(args[[paste0("zipfile", prefix)]])) - zipfile <- args[[paste0("zipfile", prefix)]] - - # single - if (!is.null(singlefile) && (length("singlefile") > 0)) { - files <- vector() - for (singlefile_sampleName in names(singlefile)) { - singlefile_galaxyPath <- singlefile[[singlefile_sampleName]] - if (!file.exists(singlefile_galaxyPath)) { - error_message <- paste("Cannot access the sample:", singlefile_sampleName, "located:", singlefile_galaxyPath, ". Please, contact your administrator ... if you have one!") - print(error_message); stop(error_message) - } - if (!suppressWarnings(try(file.link(singlefile_galaxyPath, singlefile_sampleName), silent = T))) - file.copy(singlefile_galaxyPath, singlefile_sampleName) - files <- c(files, singlefile_sampleName) - } + if (!suppressWarnings(try(file.link(singlefile_galaxyPath, singlefile_sampleName), silent = TRUE))) + file.copy(singlefile_galaxyPath, singlefile_sampleName) + files <- c(files, singlefile_sampleName) } - # zipfile - if (!is.null(zipfile) && (zipfile != "")) { - if (!file.exists(zipfile)) { - error_message <- paste("Cannot access the Zip file:", zipfile, ". Please, contact your administrator ... if you have one!") - print(error_message) - stop(error_message) - } - suppressWarnings(unzip(zipfile, unzip = "unzip")) + } + # zipfile + if (!is.null(zipfile) && (zipfile != "")) { + if (!file.exists(zipfile)) { + error_message <- paste("Cannot access the Zip file:", zipfile, ". Please, contact your administrator ... if you have one!") + print(error_message) + stop(error_message) + } + suppressWarnings(unzip(zipfile, unzip = "unzip")) - #get the directory name - suppressWarnings(filesInZip <- unzip(zipfile, list = T)) - directories <- unique(unlist(lapply(strsplit(filesInZip$Name, "/"), function(x) x[1]))) - directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir] - directory <- "." - if (length(directories) == 1) directory <- directories + #get the directory name + suppressWarnings(filesInZip <- unzip(zipfile, list = TRUE)) + directories <- unique(unlist(lapply(strsplit(filesInZip$Name, "/"), function(x) x[1]))) + directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir] + directory <- "." + if (length(directories) == 1) directory <- directories - cat("files_root_directory\t", directory, "\n") + cat("files_root_directory\t", directory, "\n") - filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") - filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|") - info <- file.info(directory) - listed <- list.files(directory[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE) - files <- c(directory[!info$isdir], listed) - exists <- file.exists(files) - files <- files[exists] + filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") + filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|") + info <- file.info(directory) + listed <- list.files(directory[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE) + files <- c(directory[!info$isdir], listed) + exists <- file.exists(files) + files <- files[exists] - } - return(list(zipfile = zipfile, singlefile = singlefile, files = files)) - + } + return(list(zipfile = zipfile, singlefile = singlefile, files = files)) } # This function retrieve a xset like object #@author Gildas Le Corguille lecorguille@sb-roscoff.fr getxcmsSetObject <- function(xobject) { - # XCMS 1.x - if (class(xobject) == "xcmsSet") - return(xobject) - # XCMS 3.x - if (class(xobject) == "XCMSnExp") { - # Get the legacy xcmsSet object - suppressWarnings(xset <- as(xobject, "xcmsSet")) - if (!is.null(xset@phenoData$sample_group)) - sampclass(xset) <- xset@phenoData$sample_group - else - sampclass(xset) <- "." - return(xset) - } + # XCMS 1.x + if (class(xobject) == "xcmsSet") + return(xobject) + # XCMS 3.x + if (class(xobject) == "XCMSnExp") { + # Get the legacy xcmsSet object + suppressWarnings(xset <- as(xobject, "xcmsSet")) + if (!is.null(xset@phenoData$sample_group)) + sampclass(xset) <- xset@phenoData$sample_group + else + sampclass(xset) <- "." + return(xset) + } } diff -r 018a9771de28 -r 2a2850fdf29e macros_xcms.xml --- a/macros_xcms.xml Wed Apr 07 16:46:50 2021 +0000 +++ b/macros_xcms.xml Mon Sep 11 09:23:36 2023 +0000 @@ -2,6 +2,8 @@ 3.12.0 + 1 + 21.09 bioconductor-xcms @@ -17,7 +19,7 @@ #if $file_load_section.file_load_conditional.file_load_select == "yes": #if $file_load_section.file_load_conditional.input[0].is_of_type("mzxml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzdata") or $file_load_section.file_load_conditional.input[0].is_of_type("netcdf"): #set singlefile_galaxyPath = '|'.join( [ str( $single_file ) for $single_file in $file_load_section.file_load_conditional.input ] ) - #set singlefile_sampleName = '|'.join( [ str( $single_file.name ) for $single_file in $file_load_section.file_load_conditional.input ] ) + #set singlefile_sampleName = '|'.join( [ str( $single_file.element_identifier ) for $single_file in $file_load_section.file_load_conditional.input ] ) singlefile_galaxyPath '$singlefile_galaxyPath' singlefile_sampleName '$singlefile_sampleName' #else @@ -36,7 +38,7 @@ - + @@ -80,7 +82,7 @@ - #if $peaklist.peaklistBool + #if $peaklist.peaklistBool == 'true' convertRTMinute $peaklist.convertRTMinute numDigitsMZ $peaklist.numDigitsMZ numDigitsRT $peaklist.numDigitsRT @@ -103,14 +105,17 @@
- +
- + + + + @@ -120,10 +125,10 @@ - (peaklist['peaklistBool']) + peaklist['peaklistBool'] == 'true' - (peaklist['peaklistBool']) + peaklist['peaklistBool'] == 'true' @@ -243,24 +248,24 @@ .. _xcms: https://bioconductor.org/packages/release/bioc/html/xcms.html .. _manual: http://www.bioconductor.org/packages/release/bioc/manuals/xcms/man/xcms.pdf .. _example: https://bioconductor.org/packages/release/bioc/vignettes/xcms/inst/doc/xcms.html -.. _News: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS +.. _news: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS
**Version 3.4.4.0 - 08/02/2019** -- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.4 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.4 (see XCMS news_) **Version 3.6.1+galaxy* - 03/09/2019** -- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS news_) **Version 3.12.0+galaxy* - 03/03/2020** -- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS news_) diff -r 018a9771de28 -r 2a2850fdf29e repository_dependencies.xml --- a/repository_dependencies.xml Wed Apr 07 16:46:50 2021 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,5 +0,0 @@ - - - - - \ No newline at end of file diff -r 018a9771de28 -r 2a2850fdf29e static/images/msnbase_readmsdata_workflow.png Binary file static/images/msnbase_readmsdata_workflow.png has changed diff -r 018a9771de28 -r 2a2850fdf29e 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JSSAQAAAAMCyJYBAAAAAoEkogEAAAAAgaDCAQAAAAKBrNIBAAAAAgPA1gEAAAACA6zeAQAAAACCbOYBAAAAAoI0/gEAAAACg1kCAQAAAAKDzQYBAAAAAADxIgEAAAACgTUqAQAAAAMBhUYBAAAAAYIpUgEAAAABAYViAQAAAACAcWoBAAAAAANBegEAAAAAA+GCAQAAAAEAtYoBAAAAAoHRogEAAAABA32mAQAAAAIA1bYBAAAAAgLpwgEAAAACgUXiAQAAAACCKeoBAAAAAIKV8gEAAAADAl4CAQAAAAIBPgoBAAAAAYJGEgEAAAABgFYiAQAAAAMCdiYBAAAAA4HGRgEAAAACAoJiAQAAAAGBEmoBAAAAAQMaggEAAAAAA36GAQAAAAODep4BAAAAAoHypgEAAAABgZ6qAQAAAACCwrIBAAAAAgB6wgEAAAADgirqAQAAAAMAhwoBAAAAAgAfIgEAAAABAEMqAQAAAAGA60IBAAAAAADTSgEAAAAAgV9yAQAAAAKAL4IBAAAAAQOrggEAAAAAgZOeAQAAAAEBq6IBAAAAAIObpgEAAAACAge2AQAAAACCm+IBAAAAAwAv6gEAAAAAg//yAQAAAAMB9AIFAAAAAAHgBgUAAAAAAdASBQAAAAGAcCIFAAAAAoG0OgUAAAACA3BCBQAAAAIAZGIFAAAAAQI4agUAAAADAYiCBQAAAAGD1IYFAAAAAwMIogUAAAABA0iyBQAAAAKBVL4FAAAAAIOswgUAAAADAoDKBQAAAAMDOM4FAAAAAQBI4gUAAAAAAITqBQAAAACDbPoFAAAAAgIBBgUAAAABgBESBQAAAAMCoSIFAAAAAAEhKgUAAAACABEyBQAAAAMDkWIFAAAAAoElcgUAAAACg01+BQAAAAKCMZoFAAAAA4HpogUAAAADAl2mBQAAAAKC0aoFAAAAAwMJwgUAAAAAA+XGBQAAAAIBhdIFAAAAA4Bx5gUAAAAAgYHyBQAAAAKBJgIFAAAAAANSDgUAAAADg14eBQAAAACAijIFAAAAAYHOSgUAAAACAXZiBQAAAAEDun4FAAAAAgEqogUAAAAAAdqmBQAAAAKBsq4FAAAAAoJ6vgUAAAAAA8LKBQAAAAADCs4FAAAAAgPu3gUAAAABgo7yBQAAAAMBnv4FAAAAA4DTCgUAAAADgeMiBQAAAAGDbyYFAAAAAwNfOgUAAAAAgws+BQAAAACB80YFAAAAAAKnTgUAAAACAC9iBQAAAAMDC3IFAAAAAgK/dgUAAAADAn96BQAAAAKBp4IFAAAAA4BzogUAAAADgaOmBQAAAAIAB7YFAAAAAgOvwgUAAAACgp/KBQAAAAGCS9IFAAAAAQJb1gUAAAADAMviBQAAAAECN+4FAAAAAACgIgkAAAACgZQmCQAAAAKA7EIJAAAAAAF8VgkAAAABArRiCQAAAAGCYIoJAAAAAIPUlgkAAAAAgFimCQAAAAECxMoJAAAAAIIM4gkAAAADgdjqCQAAAAEBFPIJAAAAAoNs+gkAAAAAAvECCQAAAAGDsQYJAAAAAAJlEgkAAAACADEiCQAAAAKAhS4JAAAAA4PxPgkAAAACgt1KCQAAAAIAtWIJAAAAAYIRZgkAAAAAgXFuCQAAAAAAtYIJAAAAAQNtigkAAAACAPWWCQAAAAOB2aYJAAAAAwGJwgkAAAACAkHOCQAAAAGBCdYJAAAAAYDV4gkAAAADAoHyCQAAAAGC6fYJAAAAAIJp+gkAAAADAAYiCQAAAAOD5iYJAAAAAQAKMgkAAAABgM42CQAAAAKCjjoJAAAAAAFCQgkAAAADgVpGCQAAAAMANloJAAAAAYMSXgkAAAADgz6CCQAAAAMB/pIJAAAAAYLmngkAAAADgVamCQAAAAKBWqoJAAAAAgGqrgkAAAABgRriCQAAAAADWvIJAAAAAgAbBgkAAAABARMKCQAAAAKDqx4JAAAAAAGPMgkAAAADAT9GCQAAAAACH2IJAAAAAwP/cgkAAAABgF+CCQAAAAEBB4oJAAAAAIMnngkAAAADAKemCQAAAACDH7IJAAAAAQAnvgkAAAADAOPCCQAAAAKA58YJAAAAAIBH5gkAAAAAguAGDQAAAAOA5CYNAAAAAwO0Pg0AAAABgdBSDQAAAAKDqF4NAAAAAgFYZg0AAAAAgVyGDQAAAAGAIKYNAAAAAIIIvg0AAAABA8zKDQAAAAEApNYNAAAAAINs5g0AAAADAX0GDQAAAAADnQoNAAAAAYExEg0AAAACAg0iDQAAAAKBwS4NAAAAA4DNYg0AAAADgW1qDQAAAAEBJW4NAAAAAoJ9cg0AAAADAQmCDQAAAAGD7aINAAAAA4EFrg0AAAAAAim2DQAAAAOBhcINAAAAAYDBxg0AAAACAPHeDQAAAAOA+eYNAAAAAYCx8g0AAAAAg736DQAAAAOAggINAAAAAoJmDg0AAAABA5YSDQAAAAACph4NAAAAAIECJg0AAAABgtIyDQAAAAACIlINAAAAAAPiYg0AAAAAAapyDQAAAAGAdooNAAAAAoHang0AAAADA0qiDQAAAAMBzqoNAAAAAINOsg0AAAABgDLCDQAAAAEBysoNAAAAAINq2g0AAAADgGbqDQAAAACClvYNAAAAAICe/g0AAAABAtcCDQAAAACAeyYNAAAAAQAzNg0AAAABAINGDQAAAAMBG2YNAAAAA4CXbg0AAAABgqtyDQAAAACAI4YNAAAAAwNzog0AAAAAAouyDQAAAACBI8YNAAAAAgOz0g0AAAABgBfmDQAAAAAAn/INAAAAAYOL9g0AAAADgfP+DQAAAAAAdAYRAAAAAIJkEhEAAAAAgDgaEQAAAAIDICIRAAAAAIFEMhEAAAACA/BCEQAAAAABmEoRAAAAAIG0YhEAAAACglhyEQAAAAEBxHoRAAAAAIKEghEAAAADg3SKEQAAAAMCMJIRAAAAAoH8phEAAAADAiyqEQAAAACCrLIRAAAAA4NovhEAAAADgVjKEQAAAACAlNIRAAAAAQEU4hEAAAACAbzuEQAAAAIBhQIRAAAAAABZQhEAAAACAblGEQAAAAEBgVIRAAAAA4ItZhEAAAACgBWGEQAAAAIClZ4RAAAAAYKlohEAAAADAsWqEQAAAAGDHa4RAAAAAwBNuhEAAAAAgOHGEQAAAAMCDeIRAAAAAwNZ/hEAAAACA5oGEQAAAAICchYRAAAAAIDGIhEAAAABgNZCEQAAAACAIkoRAAAAAwJOYhEAAAACgUZ2EQAAAAEAqoYRAAAAAgN2ihEAAAACAsqSEQAAAAIAYsIRAAAAAgCa0hEAAAAAgH7iEQAAAAED9uoRAAAAAQNPEhEAAAAAAw8iEQAAAAABOyoRAAAAAwKjQhEAAAACgY9iEQAAAAMBi2YRAAAAAQKnghEAAAACAR+SEQAAAAODJ54RAAAAAwNrrhEAAAADANPKEQAAAAIAZ9IRAAAAAAAD5hEAAAACgDvqEQAAAAGCYAIVAAAAAANMHhUAAAACABAqFQAAAAOCAC4VAAAAAQJgMhUAAAACgVQ+FQAAAAEAREoVAAAAA4KsXhUAAAABAQhmFQAAAAMD+G4VAAAAAYFMdhUAAAADgvSCFQAAAACAvI4VAAAAAgIQohUAAAAAgrimFQAAAAMA2LIVAAAAAQMUuhUAAAAAA6zGFQAAAAIB/NIVAAAAAoFo5hUAAAADA9zyFQAAAAMAuPoVAAAAAgCNAhUAAAADA4USFQAAAAEBdR4VAAAAAABxJhUAAAAAgxUyFQAAAACCkUYVAAAAAwGdUhUAAAAAAvVaFQAAAAMBXWYVAAAAAwH1ghUAAAABAS2KFQAAAAEAbZIVAAAAAYEJphUAAAABgpW2FQAAAAKDScIVAAAAAIBRyhUAAAADgXXSFQAAAAGCAeIVAAAAAQOCAhUAAAABAyoeFQAAAAGDui4VAAAAAAD6ShUAAAAAg8JOFQAAAAEA+mIVAAAAAwByahUAAAAAgdZ+FQAAAAGAKpIVAAAAAQC6phUAAAABgmayFQAAAAADyrYVAAAAA4LWwhUAAAACATriFQAAAAEA1uoVAAAAAoNK8hUAAAACgfcCFQAAAAECxwYVAAAAAQFPEhUAAAABAkMiFQAAAAIB8yoVAAAAAwNrPhUAAAABAgtOFQAAAAGAM1YVAAAAA4K/YhUAAAACgfuCFQAAAACBJ5IVAAAAAoLTmhUAAAAAgQeiFQAAAAGDv6YVAAAAAYNXshUAAAADA8e+FQAAAAECZ8oVAAAAAALH1hUAAAABAv/eFQAAAAGAe+YVAAAAAoOL6hUAAAADgJACGQAAAAECaCIZAAAAAAGAMhkAAAACAeRCGQAAAAOAYFIZAAAAAYIcXhkAAAACgKiWGQAAAAADjJ4ZAAAAAwD4shkAAAACgWjGGQAAAAEB0OIZAAAAAYIo6hkAAAAAgLD2GQAAAAOAUQIZAAAAAIFpDhkAAAAAg60SGQAAAAEBcSIZAAAAAALxLhkAAAACAK1CGQAAAAMDQWIZAAAAAIGdchkAAAADAfmCGQAAAACDSYYZAAAAAgM5khkAAAAAA+meGQAAAACA8aYZAAAAAoOlrhkAAAAAguW+GQAAAAKC3c4ZAAAAAAOd3hkAAAADgEYGGQAAAAGAqg4ZAAAAA4JuHhkAAAAAgpYqGQAAAAEBDlIZAAAAAgA+dhkAAAAAAaKGGQAAAAIATqYZAAAAAQAerhkAAAAAAo6+GQAAAAEA4s4ZAAAAAQODAhkAAAACABsSGQAAAAMB+yIZAAAAAYBrMhkAAAACgv9SGQAAAAKA/14ZAAAAAgIXYhkAAAAAgY9qGQAAAAIDs4IZAAAAAoMPqhkAAAABgxe+GQAAAAED6+IZAAAAAAB/8hkAAAADAKQSHQAAAAMD9CIdAAAAAwP0Ph0AAAACAvhaHQAAAAABqHIdAAAAAgL4gh0AAAADABCSHQAAAAMD7JodAAAAA4Gcph0AAAAAAuj2HQAAA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+ + + + + + \ No newline at end of file diff -r 018a9771de28 -r 2a2850fdf29e test-data/TICs.pdf Binary file test-data/TICs.pdf has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO-single-class.xset.group.retcor.group.fillPeaks.dataMatrix.NAless.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/faahKO-single-class.xset.group.retcor.group.fillPeaks.dataMatrix.NAless.tsv Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,8210 @@ +name ko15 ko16 wt15 wt16 +M200T2874 81222.2440209194 506848.884266667 54341.7228406609 72996.8772876537 +M200T3531 0 0 4586.52650000006 0 +M200T3486 6029.94499999992 0 0 0 +M200T3675 0 0 5108.15999999988 2578.12031346051 +M200T3190 0 4333.4849999999 0 0 +M200T3875 1144.01499999999 553.365929229532 585.097402094442 0 +M200T3810 0 0 1018.81499999998 0 +M200T3971 1326.99047756647 0 0 1242.61000000004 +M201T3543 0 2863.6449999999 0 0 +M201T3778 1306.08395530754 0 1680.81000000006 0 +M201T4059 0 0 1339.64000000005 275.481792795915 +M201T3626 0 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test-data/faahKO-single-class.xset.merged.group.retcor.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO-single-class.xset.merged.group.retcor.group.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.group.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO-single-class.xset.merged.group.retcor.group.fillpeaks.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.group.fillpeaks.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.summary.html --- a/test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.summary.html Wed Apr 07 16:46:50 2021 +0000 +++ b/test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.summary.html Mon Sep 11 09:23:36 2023 +0000 @@ -13,6 +13,8 @@

___ XCMS analysis summary using Workflow4Metabolomics ___

+By: planemo@galaxyproject.org - +Date: 230525-08:53:25

Samples used:

diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO.xset.group.dataMatrix.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/faahKO.xset.group.dataMatrix.tsv Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,8373 @@ +name ko15 ko16 wt15 wt16 +M200T2877 NA 506848.884266667 NA NA +M200T3188 NA 4333.4849999999 NA NA +M200T3483 6029.94499999992 NA NA NA +M200T3874 1144.01499999999 NA NA NA +M200T3672 NA NA 5108.15999999988 NA +M200T3523 NA NA 4586.52650000006 NA +M200T3980 NA NA NA 1242.61000000004 +M200T3811 NA NA 1018.81499999998 NA +M201T3548 NA 2863.6449999999 NA NA +M201T3778 NA NA 1680.81000000006 NA +M201T4055 NA NA 1339.64000000005 NA +M201T3270 NA NA 4090.91000000014 NA +M201T2559 NA 14307.2299999999 NA NA +M201T3630 NA NA NA 2931.24499999993 +M201T3141 NA 254581.758476187 NA NA +M201T3991 NA NA 1657.33500000006 NA +M201T3683 NA NA 2906.20499999993 NA +M201T3802 NA NA NA 3245.80999999992 +M201T3506 4023.61499999999 NA NA NA +M201T4059 NA NA 1275.47500000004 NA +M201T3885 NA 1220.70000000004 NA NA +M201T4040 NA NA NA 1220.69999999998 +M201T3930 NA NA 1284.72816666668 NA +M201T4157 NA 774.575999999962 NA NA +M202T4013 NA NA 831.015000000029 NA +M202T3852 892.050000000031 NA NA NA +M202T3298 2759.095 NA NA NA +M202T3285 NA 3872.96250000005 NA NA +M202T3318 3588.54500000001 NA NA NA +M202T3170 7682.58500000004 NA NA NA +M202T4062 NA NA 754.233600000007 NA +M202T3758 NA NA 1151.71733333335 NA +M202T3375 9879.84499999977 NA NA NA +M202T4035 NA 688.600000000024 NA NA +M202T3897 NA 841.96999999998 NA NA +M202T4145 NA NA NA 732.419999999983 +M202T3190 NA 3806.07999999999 NA NA +M202T3267 77227.3769090911 NA NA NA +M202T4012 NA 1629.165 NA NA +M202T3936 NA NA 1461.71 NA +M202T2896 36435.3079999996 NA NA NA +M202T3295 NA NA NA 3372.57500000002 +M203T4041 NA NA NA 978.124999999977 +M203T3320 NA NA NA 1136.19000000004 +M203T3310 NA 1694.89499999996 NA NA +M203T3972 NA NA 2796.65500000002 NA +M203T4143 NA 1020.37999999998 NA NA +M203T3353 NA 2974.74816666671 NA NA 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M599.4T2974 599.400024414062 599.400024414062 599.400024414062 2973.994 2973.994 2973.994 1 0 1 7528 1 +M599T4127 M599.4T4127.4 599.400024414062 599.400024414062 599.400024414062 4127.364 4127.364 4127.364 1 1 0 4466 1 +M599T3724 M599.4T3723.6 599.400024414062 599.400024414062 599.400024414062 3723.607 3723.607 3723.607 1 0 1 6112 1 +M600T3407 M599.5T3407.5 599.5 599.5 599.5 3407.486 3407.486 3407.486 1 1 0 999 1 +M600T3005 M599.5T3005.3 599.5 599.5 599.5 3005.293 3005.293 3005.293 1 1 0 2885 1 +M600T2730 M599.5T2729.9 599.5 599.5 599.5 2729.861 2729.861 2729.861 1 0 1 7235 1 +M600T3609 M599.5T3609.4 599.5 599.5 599.5 3609.365 3609.365 3609.365 1 0 1 8294 1 +M600T2523 M599.8T2523.3 599.799987792969 599.799987792969 599.799987792969 2523.287 2523.287 2523.287 1 0 1 4673 1 +M600T2562 M599.8T2562.4 599.799987792969 599.799987792969 599.799987792969 2562.411 2562.411 2562.411 1 1 0 2316 1 +M600T2606 M599.9T2606.2 599.900024414062 599.900024414062 599.900024414062 2606.23 2604.665 2607.795 2 1 1 75,7054 1 +M600T2782 M599.9T2781.5 599.900024414062 599.900024414062 599.900024414062 2781.504 2781.504 2781.504 1 0 1 7290 1 +M600T3449 M600T3449 600 600 600 3448.9575 3445.045 3452.87 2 2 0 1049,3394 1 +M600T2542 M600T2542.1 600 600 600 2542.067 2542.067 2542.067 1 1 0 2295 1 +M600T3348 M600T3348 600 600 600 3348.018 3348.018 3348.018 1 1 0 903 1 +M600T3207 M600T3207.2 600 600 600 3207.172 3207.172 3207.172 1 1 0 705 1 +M600T3079 M600T3078.8 600 600 600 3078.845 3078.845 3078.845 1 0 1 7609 1 +M600T2846 M600T2845.7 600 600 600 2845.667 2845.667 2845.667 1 0 1 7388 1 +M600T2966 M600T2966.2 600 600 600 2966.169 2966.169 2966.169 1 1 0 455 1 diff -r 018a9771de28 -r 2a2850fdf29e test-data/faahKO_reduce.zip Binary file test-data/faahKO_reduce.zip has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko15-raw.RData Binary file test-data/ko15-raw.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko15-xset.RData Binary file test-data/ko15-xset.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko15.CDF Binary file test-data/ko15.CDF has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko16-raw.RData Binary file test-data/ko16-raw.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko16-xset.RData Binary file test-data/ko16-xset.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/ko16.CDF Binary file test-data/ko16.CDF has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/noclass.merged.sampleMetadata.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/noclass.merged.sampleMetadata.tsv Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,5 @@ +sample_name class +ko15 . +ko16 . +wt15 . +wt16 . diff -r 018a9771de28 -r 2a2850fdf29e test-data/roiList.txt --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/roiList.txt Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,2 @@ +scmin scmax mzmin mzmax length intensity +200 300 300 350 100 5000 diff -r 018a9771de28 -r 2a2850fdf29e test-data/sampleMetadata.tab --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata.tab Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,6 @@ +wt16 WT +ko16 KO +wt15 WT +ko15 KO +ko10 KO +foobar01 FOOBAR diff -r 018a9771de28 -r 2a2850fdf29e test-data/sampleMetadata.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata.tsv Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,5 @@ +sample_name class +ko15 KO +ko16 KO +wt15 WT +wt16 WT diff -r 018a9771de28 -r 2a2850fdf29e test-data/sampleMetadata_missing.tab --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata_missing.tab Mon Sep 11 09:23:36 2023 +0000 @@ -0,0 +1,5 @@ +wt16 WT +wt15 WT +ko15 KO +ko10 KO +foobar01 FOOBAR diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt15-raw.RData Binary file test-data/wt15-raw.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt15-xset.RData Binary file test-data/wt15-xset.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt15.CDF Binary file test-data/wt15.CDF has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt16-raw.RData Binary file test-data/wt16-raw.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt16-xset.RData Binary file test-data/wt16-xset.RData has changed diff -r 018a9771de28 -r 2a2850fdf29e test-data/wt16.CDF Binary file test-data/wt16.CDF has changed diff -r 018a9771de28 -r 2a2850fdf29e xcms_summary.r --- a/xcms_summary.r Wed Apr 07 16:46:50 2021 +0000 +++ b/xcms_summary.r Mon Sep 11 09:23:36 2023 +0000 @@ -14,13 +14,15 @@ #Import the different functions source_local <- function(fname) { - argv <- commandArgs(trailingOnly = FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep = "/")) + argv <- commandArgs(trailingOnly = FALSE) + base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)) + source(paste(base_dir, fname, sep = "/")) } source_local("lib.r") pkgs <- c("CAMERA", "batch") loadAndDisplayPackages(pkgs) -cat("\n\n"); +cat("\n\n") # ----- FUNCTION ----- @@ -28,29 +30,29 @@ cat(..., "\n", file = htmlOutput, append = TRUE, sep = "") } writeraw <- function(htmlOutput, object, open = "at") { - log_file <- file(htmlOutput, open = open) - sink(log_file) - sink(log_file, type = "output") - print(object) - sink() - close(log_file) + log_file <- file(htmlOutput, open = open) + sink(log_file) + sink(log_file, type = "output") + print(object) + sink() + close(log_file) } getSampleNames <- function(xobject) { - if (class(xobject) == "xcmsSet") - return(sampnames(xobject)) - if (class(xobject) == "XCMSnExp") - return(xobject@phenoData@data$sample_name) + if (class(xobject) == "xcmsSet") + return(sampnames(xobject)) + if (class(xobject) == "XCMSnExp") + return(xobject@phenoData@data$sample_name) } getFilePaths <- function(xobject) { - if (class(xobject) == "xcmsSet") - return(xobject@filepaths) - if (class(xobject) == "XCMSnExp") - return(fileNames(xobject)) + if (class(xobject) == "xcmsSet") + return(xobject@filepaths) + if (class(xobject) == "XCMSnExp") + return(fileNames(xobject)) } equalParams <- function(param1, param2) { - writeraw("param1.txt", param1, open = "wt") - writeraw("param2.txt", param2, open = "wt") - return(tools::md5sum("param1.txt") == tools::md5sum("param2.txt")) + writeraw("param1.txt", param1, open = "wt") + writeraw("param2.txt", param2, open = "wt") + return(tools::md5sum("param1.txt") == tools::md5sum("param2.txt")) } @@ -62,29 +64,29 @@ # ----- ARGUMENTS PROCESSING ----- #image is an .RData file necessary to use xset variable given by previous tools -load(args$image); +load(args$image) htmlOutput <- "summary.html" -if (!is.null(args$htmlOutput)) htmlOutput <- args$htmlOutput; +if (!is.null(args$htmlOutput)) htmlOutput <- args$htmlOutput user_email <- NULL -if (!is.null(args$user_email)) user_email <- args$user_email; +if (!is.null(args$user_email)) user_email <- args$user_email # if the RData come from XCMS 1.x if (exists("xset")) { - xobject <- xset - # retrocompatability - if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(sampnames(xobject))) + xobject <- xset + # retrocompatability + if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(sampnames(xobject))) } # if the RData come from CAMERA if (exists("xa")) { - xobject <- xa@xcmsSet - if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(xa@xcmsSet@phenoData$sample_name)) + xobject <- xa@xcmsSet + if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(xa@xcmsSet@phenoData$sample_name)) } # if the RData come from XCMS 3.x if (exists("xdata")) { - xobject <- xdata - if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(xdata@phenoData@data$sample_name)) + xobject <- xdata + if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames" = make.names(xdata@phenoData@data$sample_name)) } if (!exists("xobject")) stop("You need at least a xdata, a xset or a xa object.") @@ -95,143 +97,141 @@ writehtml("") writehtml("") - writehtml("") +writehtml("") - writehtml("[W4M] XCMS analysis summary") +writehtml("[W4M] XCMS analysis summary") - writehtml("") +writehtml("") writehtml("") writehtml("") - writehtml("

___ XCMS analysis summary using Workflow4Metabolomics ___

") - # to pass the planemo shed_test - if (user_email != "test@bx.psu.edu") { - if (!is.null(user_email)) writehtml("By: ", user_email, " - ") - writehtml("Date: ", format(Sys.time(), "%y%m%d-%H:%M:%S")) - } - writehtml("
") +writehtml("

___ XCMS analysis summary using Workflow4Metabolomics ___

") +# to pass the planemo shed_test +if (user_email != "test@bx.psu.edu") { + if (!is.null(user_email)) writehtml("By: ", user_email, " - ") + writehtml("Date: ", format(Sys.time(), "%y%m%d-%H:%M:%S")) +} +writehtml("
") - writehtml("

Samples used:

") - writehtml("
") - if (all(getSampleNames(xobject) == sampleNamesList$sampleNamesMakeNames)) { - sampleNameHeaderHtml <- paste0("") - sampleNameHtml <- paste0("") - } else { - sampleNameHeaderHtml <- paste0("") - sampleNameHtml <- paste0("") - } +writehtml("

Samples used:

") +writehtml("
sample", getSampleNames(xobject), "samplesample renamed", getSampleNames(xobject), "", sampleNamesList$sampleNamesMakeNames, "
") +if (all(getSampleNames(xobject) == sampleNamesList$sampleNamesMakeNames)) { + sampleNameHeaderHtml <- paste0("") + sampleNameHtml <- paste0("") +} else { + sampleNameHeaderHtml <- paste0("") + sampleNameHtml <- paste0("") +} - if (!exists("md5sumList")) { - md5sumHeaderHtml <- "" - md5sumHtml <- "" - md5sumLegend <- "" - } else if (is.null(md5sumList$removalBadCharacters)) { - md5sumHeaderHtml <- paste0("") - md5sumHtml <- paste0("") - md5sumLegend <- "
*The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process." - } else { - md5sumHeaderHtml <- paste0("") - md5sumHtml <- paste0("") - md5sumLegend <- "
*The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process.
**Because some bad characters (eg: accent) were removed from your original file, the checksum have changed too.
" - } - - writehtml("", sampleNameHeaderHtml, "", md5sumHeaderHtml, "") - writehtml(paste0("", sampleNameHtml, "", md5sumHtml, "")) - - writehtml("
sample", getSampleNames(xobject), "samplesample renamed", getSampleNames(xobject), "", sampleNamesList$sampleNamesMakeNames, "md5sum*", md5sumList$origin, "md5sum*md5sum** after bad characters removal", md5sumList$origin, "", md5sumList$removalBadCharacters, "
filename
", getFilePaths(xobject), "
") - writehtml(md5sumLegend) - writehtml("
") +if (!exists("md5sumList")) { + md5sumHeaderHtml <- "" + md5sumHtml <- "" + md5sumLegend <- "" +} else if (is.null(md5sumList$removalBadCharacters)) { + md5sumHeaderHtml <- paste0("md5sum*") + md5sumHtml <- paste0("", md5sumList$origin, "") + md5sumLegend <- "
*The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process." +} else { + md5sumHeaderHtml <- paste0("md5sum*md5sum** after bad characters removal") + md5sumHtml <- paste0("", md5sumList$origin, "", md5sumList$removalBadCharacters, "") + md5sumLegend <- "
*The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process.
**Because some bad characters (eg: accent) were removed from your original file, the checksum have changed too.
" +} - writehtml("

Function launched:

") - writehtml("
") - writehtml("") - # XCMS 3.x - if (class(xobject) == "XCMSnExp") { - xcmsFunction <- NULL - params <- NULL - for (processHistoryItem in processHistory(xobject)) { - if ((xcmsFunction == processType(processHistoryItem)) && equalParams(params, processParam(processHistoryItem))) - next - timestamp <- processDate(processHistoryItem) - xcmsFunction <- processType(processHistoryItem) - params <- processParam(processHistoryItem) - writehtml("") - } - } - # CAMERA and retrocompatability XCMS 1.x - if (exists("listOFlistArguments")) { - for (tool in names(listOFlistArguments)) { - listOFlistArgumentsDisplay <- listOFlistArguments[[tool]][!(names(listOFlistArguments[[tool]]) %in% argBlacklist)] +writehtml("", sampleNameHeaderHtml, "", md5sumHeaderHtml, "") +writehtml(paste0("", sampleNameHtml, "", md5sumHtml, "")) + +writehtml("
timestamp***functionargumentvalue
", timestamp, "", xcmsFunction, "
")
-                writeraw(htmlOutput, params)
-                writehtml("
filename
", getFilePaths(xobject), "
") +writehtml(md5sumLegend) +writehtml("
") - timestamp <- strsplit(tool, "_")[[1]][1] - xcmsFunction <- strsplit(tool, "_")[[1]][2] - writehtml("", timestamp, "", xcmsFunction, "") - line_begin <- "" - for (arg in names(listOFlistArgumentsDisplay)) { - writehtml(line_begin, "", arg, "", unlist(listOFlistArgumentsDisplay[arg][1]), "") - line_begin <- "" - } - } - } - writehtml("") - writehtml("
***timestamp format: DD MM dd hh:mm:ss YYYY or yymmdd-hh:mm:ss") - writehtml("") +writehtml("

Function launched:

") +writehtml("
") +writehtml("") +# XCMS 3.x +if (class(xobject) == "XCMSnExp") { + xcmsFunction <- NULL + params <- NULL + for (processHistoryItem in processHistory(xobject)) { + if ((xcmsFunction == processType(processHistoryItem)) && equalParams(params, processParam(processHistoryItem))) + next + timestamp <- processDate(processHistoryItem) + xcmsFunction <- processType(processHistoryItem) + params <- processParam(processHistoryItem) + writehtml("") + } +} +# CAMERA and retrocompatability XCMS 1.x +if (exists("listOFlistArguments")) { + for (tool in names(listOFlistArguments)) { + listOFlistArgumentsDisplay <- listOFlistArguments[[tool]][!(names(listOFlistArguments[[tool]]) %in% argBlacklist)] - if (class(xobject) == "XCMSnExp") { - writehtml("

Informations about the XCMSnExp object:

") - - writehtml("
")
-            writeraw(htmlOutput, xobject)
-        writehtml("
") + timestamp <- strsplit(tool, "_")[[1]][1] + xcmsFunction <- strsplit(tool, "_")[[1]][2] + writehtml("") + line_begin <- "" + for (arg in names(listOFlistArgumentsDisplay)) { + writehtml(line_begin, "") + line_begin <- "" } - - writehtml("

Informations about the xcmsSet object:

") - - writehtml("
")
-        # Get the legacy xcmsSet object
-        xset <- getxcmsSetObject(xobject)
-        writeraw(htmlOutput, xset)
-    writehtml("
") + } +} +writehtml("
timestamp***functionargumentvalue
", timestamp, "", xcmsFunction, "
")
+    writeraw(htmlOutput, params)
+    writehtml("
", timestamp, "", xcmsFunction, "", arg, "", unlist(listOFlistArgumentsDisplay[arg][1]), "
") +writehtml("
***timestamp format: DD MM dd hh:mm:ss YYYY or yymmdd-hh:mm:ss") +writehtml("
") - # CAMERA - if (exists("xa")) { - writehtml("

Informations about the CAMERA object:

") +if (class(xobject) == "XCMSnExp") { + writehtml("

Informations about the XCMSnExp object:

") + writehtml("
")
+  writeraw(htmlOutput, xobject)
+  writehtml("
") +} + +writehtml("

Informations about the xcmsSet object:

") - writehtml("
") - writehtml("Number of pcgroup: ", length(xa@pspectra)) - writehtml("
") - } +writehtml("
")
+# Get the legacy xcmsSet object
+xset <- getxcmsSetObject(xobject)
+writeraw(htmlOutput, xset)
+writehtml("
") + +# CAMERA +if (exists("xa")) { + writehtml("

Informations about the CAMERA object:

") + writehtml("
") + writehtml("Number of pcgroup: ", length(xa@pspectra)) + writehtml("
") +} - writehtml("

Citations:

") - writehtml("
    ") - writehtml("
  • To cite the XCMS package in publications use:") - writehtml("
      ") - writehtml("
    • ", "Smith, C.A. and Want, E.J. and O'Maille, G. and Abagyan,R. and Siuzdak, G.XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching and identification, Analytical Chemistry, 78:779-787 (2006)", "
    • ") - writehtml("
    • ", "Ralf Tautenhahn, Christoph Boettcher, Steffen Neumann: Highly sensitive feature detection for high resolution LC/MS BMC Bioinformatics, 9:504 (2008)", "
    • ") - writehtml("
    • ", "H. Paul Benton, Elizabeth J. Want and Timothy M. D. Ebbels Correction of mass calibration gaps in liquid chromatography-mass spectrometry metabolomics data Bioinformatics, 26:2488 (2010)", "
    • ") - writehtml("
    ") - writehtml("
  • ") +writehtml("

    Citations:

    ") +writehtml("
      ") +writehtml("
    • To cite the XCMS package in publications use:") +writehtml("
        ") +writehtml("
      • ", "Smith, C.A. and Want, E.J. and O'Maille, G. and Abagyan,R. and Siuzdak, G.XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching and identification, Analytical Chemistry, 78:779-787 (2006)", "
      • ") +writehtml("
      • ", "Ralf Tautenhahn, Christoph Boettcher, Steffen Neumann: Highly sensitive feature detection for high resolution LC/MS BMC Bioinformatics, 9:504 (2008)", "
      • ") +writehtml("
      • ", "H. Paul Benton, Elizabeth J. Want and Timothy M. D. Ebbels Correction of mass calibration gaps in liquid chromatography-mass spectrometry metabolomics data Bioinformatics, 26:2488 (2010)", "
      • ") +writehtml("
      ") +writehtml("
    • ") - writehtml("
    • To cite the CAMERA package in publications use:") - writehtml("
        ") - writehtml("
      • ", "Kuhl, C., Tautenhahn, R., Boettcher, C., Larson, T. R. and Neumann,S. CAMERA: an integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Analytical Chemistry, 84:283-289 (2012)", "
      • ") - writehtml("
      ") - writehtml("
    • ") +writehtml("
    • To cite the CAMERA package in publications use:") +writehtml("
        ") +writehtml("
      • ", "Kuhl, C., Tautenhahn, R., Boettcher, C., Larson, T. R. and Neumann,S. CAMERA: an integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Analytical Chemistry, 84:283-289 (2012)", "
      • ") +writehtml("
      ") +writehtml("
    • ") - writehtml("
    • To cite the Workflow4Metabolimics (W4M) project in publications use:") - writehtml("
        ") - writehtml("
      • ", "Franck Giacomoni, Gildas Le Corguillé, Misharl Monsoor, Marion Landi, Pierre Pericard, Mélanie Pétéra, Christophe Duperier, Marie Tremblay-Franco, Jean-François Martin, Daniel Jacob, Sophie Goulitquer, Etienne A. Thévenot and Christophe Caron (2014). Workflow4Metabolomics: A collaborative research infrastructure for computational metabolomics. Bioinformatics doi:10.1093/bioinformatics/btu813", "
      • ") - writehtml("
      ") - writehtml("
    • ") - writehtml("
    ") +writehtml("
  • To cite the Workflow4Metabolimics (W4M) project in publications use:") +writehtml("
      ") +writehtml("
    • ", "Franck Giacomoni, Gildas Le Corguillé, Misharl Monsoor, Marion Landi, Pierre Pericard, Mélanie Pétéra, Christophe Duperier, Marie Tremblay-Franco, Jean-François Martin, Daniel Jacob, Sophie Goulitquer, Etienne A. Thévenot and Christophe Caron (2014). Workflow4Metabolomics: A collaborative research infrastructure for computational metabolomics. Bioinformatics doi:10.1093/bioinformatics/btu813", "
    • ") +writehtml("
    ") +writehtml("
  • ") +writehtml("
") writehtml("")