Repository 'normalization'
hg clone https://toolshed.g2.bx.psu.edu/repos/marie-tremblay-metatoul/normalization

Changeset 1:f9554d5bb47e (2017-03-02)
Previous changeset 0:6361c0753d03 (2017-03-02) Next changeset 2:3cd762aac7a4 (2017-04-20)
Commit message:
Uploaded
added:
normalization/.travis.yml
normalization/README.md
normalization/galaxy/normalization/.shed.yml
normalization/galaxy/normalization/DrawSpec.R
normalization/galaxy/normalization/MANUAL_INSTALL.txt
normalization/galaxy/normalization/NmrNormalization_script.R
normalization/galaxy/normalization/NmrNormalization_wrapper.R
normalization/galaxy/normalization/NmrNormalization_xml.xml
normalization/galaxy/normalization/README.rst
normalization/galaxy/normalization/planemo_test.sh
normalization/galaxy/normalization/test-data/MTBLS1_bucketedData.tabular
normalization/galaxy/normalization/test-data/MTBLS1_bucketedData_normalized.tabular
normalization/galaxy/normalization/tool_dependencies.xml
removed:
normalization/.shed.yml
normalization/DrawSpec.R
normalization/MANUAL_INSTALL.txt
normalization/NmrNormalization_script.R
normalization/NmrNormalization_wrapper.R
normalization/NmrNormalization_xml.xml
normalization/README.rst
normalization/planemo_test.sh
normalization/test-data/MTBLS1_bucketedData.tabular
normalization/test-data/MTBLS1_bucketedData_normalized.tabular
normalization/tool_dependencies.xml
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/.shed.yml
--- a/normalization/.shed.yml Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
[
@@ -1,7 +0,0 @@
-categories: [Metabolomics]
-description: '[Metabolomics][W4M][ALL] Normalization (operation applied on each individual spectrum) of preprocessed data'
-homepage_url: http://workflow4metabolomics.org
-long_description: 'Part of the W4M project: http://workflow4metabolomics.org'
-name: normalization
-owner: marie-tremblay-metatoul
-remote_repository_url: https://github.com/workflow4metabolomics/normalization
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/.travis.yml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/.travis.yml Thu Mar 02 12:23:13 2017 -0500
b
@@ -0,0 +1,16 @@
+
+# This is a special configuration file to run tests on Travis-CI via
+# GitHub notifications when changes are committed.
+#
+# See http://travis-ci.org/ for details
+language: python
+
+before_install:
+ - export GALAXY_RELEASE=release_17.01
+ - export PLANEMO_RELEASE=0.37.0
+
+install:
+ - pip install planemo==$PLANEMO_RELEASE
+
+script:
+ - planemo lint ${TRAVIS_BUILD_DIR}/galaxy/normalization && planemo test --conda_auto_init --conda_auto_install --conda_dependency_resolution --galaxy_branch $GALAXY_RELEASE --no_cache_galaxy ${TRAVIS_BUILD_DIR}/galaxy/normalization
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/DrawSpec.R
--- a/normalization/DrawSpec.R Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
[
@@ -1,74 +0,0 @@
-drawSpec <- function (X, startP = -1, endP = -1, groupLabel = NULL, useLog = -1, highBound = -1, lowBound = -1, 
-                      xlab = NULL, ylab = NULL, main = NULL, nAxisPos = 4, offside = 0) 
-{
-  groupLabel_name = groupLabel
-  X = as.data.frame(X)
-#  colnames(X) = c(1:ncol(X))
-  X = as.matrix(X)
-  if (highBound != -1) {
-    for (i in 1:nrow(X)) {
-      myIndex = which(X[i, ] > highBound)
-      X[i, myIndex] = highBound
-    }
-  }
-  if (lowBound != -1) {
-    for (i in 1:nrow(X)) {
-      myIndex = which(X[i, ] < lowBound)
-      X[i, myIndex] = lowBound
-    }
-  }
-  if (is.null(groupLabel)) {
-    groupLabel = c(1:nrow(X))
-    groupLabel = as.factor(groupLabel)
-  }
-  else {
-    levels(groupLabel) = c(1:length(levels(groupLabel)))
-  }
-  if (startP == -1) 
-    startP = 1
-  if (endP == -1) 
-    endP = ncol(X)
-  if (is.null(xlab)) {
-    xlab = "index"
-  }
-  if (is.null(ylab)) {
-    ylab = "intensity"
-  }
-  if (is.null(main)) {
-    main = paste(" ", startP + offside, "-", endP + offside)
-  }
-  GraphRange <- c(startP:endP)
-  yn <- X[, GraphRange]
-  if (useLog != -1) 
-    yn = log(yn)
-  if (length(yn) > ncol(X))
-  {
-    plot(yn[1, ], ylim = c(min(yn), max(yn)), type = "n", ylab = ylab, xlab = xlab, main = main, xaxt = "n")
-    tempVal = trunc(length(GraphRange)/nAxisPos)
-    xPos = c(0:nAxisPos) * tempVal
-    axis(1, at = xPos, labels = colnames(X)[xPos + startP + offside])
-    for (i in 1:length(levels(groupLabel))) 
-    {
-      groupLabelIdx = which(groupLabel == levels(groupLabel)[i])
-      color <- palette(rainbow(length(levels(groupLabel))))
-      for (j in 1:length(groupLabelIdx)) 
-      {
-        lines(yn[groupLabelIdx[j], ], col = color[i])
-      }
-    }
-    if (!is.null(groupLabel_name)) 
-    {
-      legendPos = "topleft"
-      legend(legendPos, levels(groupLabel_name), col = as.integer(levels(groupLabel)), text.col = "black", pch = c(19, 19), bg = "gray90")
-    }
-  }
-  if (length(yn) == ncol(X))
-  {
-    plot(yn, ylim = c(min(yn), max(yn)), type = "n", ylab = ylab, xlab = xlab, main = main, xaxt = "n")
-    tempVal = trunc(length(GraphRange)/nAxisPos)
-    xPos = c(0:nAxisPos) * tempVal
-#    axis(1, at = xPos, labels = xPos + startP + offside)
-    axis(1, at = xPos, labels = colnames(X)[xPos + startP + offside])
-    lines(yn)
-  }
-}
\ No newline at end of file
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/MANUAL_INSTALL.txt
--- a/normalization/MANUAL_INSTALL.txt Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
b
@@ -1,44 +0,0 @@
-Instructions to integrate the NMR Normalization" tool into a local instance of Galaxy
-Version mars 2015 M Tremblay-Franco
-
-
-## --- R bin and Packages : --- ##
-R version 3.0.2 (2013-09-25) -- "Frisbee Sailing
-Platform: x86_64-redhat-linux-gnu (64-bit)
-
-Install the "batch" library, necessary for parseCommandArgs function:
- - Download package source (*.tar.gz file) from your favorite CRAN (http://www.r-project.org/)
-For example: http://cran.univ-lyon1.fr/
-
- - Install package in your R session
-install.packages("path/package_name.tar.gz",lib="path",repos=NULL)
-For Example: install.packages("/usr/lib64/R/library/batch_1.1-4.tar",lib="/usr/lib64/R/library",repos=NULL)
-
- - Finally, load the package into your R session
-library(batch)
-
-
-
-## --- Config : --- ##
- - Edit the file "/galaxy/dist/galaxy-dist/tool_conf.xml" and add
-<section id="id_name" name="Name">
-  <tool file="path/NmrNormalization_xml.xml" />
-</section>
-to create a new section containing the Nmr_Normalization tool
-or add
-  <tool file="path/NmrNormalization_xml.xml" />
-in an existing section
-
- - Put the three files NmrNormalization_xml.xml, NmrNormalization_wrapper.R and NmrNormalization_script.R in a same directory
-For example, path=/galaxy/dist/galaxy-dist/tools/stats
-
- - Edit the NmrBucketing_xml.xml file and change the path in the following lines
-    # R script
-    R --vanilla --slave --no-site-file --file=path/NmrNormalization_wrapper.R --args
-
-    ## Library name for raw files storage
-    library path/$library
-
-
-
-Finally, restart Galaxy
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/NmrNormalization_script.R
--- a/normalization/NmrNormalization_script.R Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
[
@@ -1,147 +0,0 @@
-#################################################################################################################
-# SPECTRA NORMALIZATION FROM SPECTRAL DATA                                                    #
-# User : Galaxy                                                                                                 #
-# Original data : --                                                                                            #
-# Starting date : 20-10-2014                                                                                    #
-# Version 1 : 27-01-2015                                                                                        #
-# Version 2 : 27-02-2015                                                                                        #
-#                                                                                                               #
-# Input files:                                                                                                  #
-#   - Data matrix containing bucketed and integrated spectra to normalize                                       #
-#   - Sample metadata matrix containing at least biological factor of interest                                  #
-#   - Scaling method: Total intensity/Probabilistic Quotient Normalization                                      #
-#   - Control group: name of control to compute median reference spectra                                        #
-#   - Graph: normalization result representation                                                                #
-#################################################################################################################
-NmrNormalization <- function(dataMatrix,scalingMethod=c("None","Total","PQN","BioFactor"),sampleMetadata=NULL,
-                             bioFactor=NULL,ControlGroup=NULL,graph=c("None","Overlay","One_per_individual"),
-                             nomFichier=NULL,savLog.txtC=NULL)
-{
-
-  ## Option
-  ##---------------
-  strAsFacL <- options()$stringsAsFactors
-  options(stingsAsFactors = FALSE)
-  options(warn = -1)
-
-
-  ## Constants
-  ##---------------
-  topEnvC <- environment()
-  flgC <- "\n"
-
-  ## Log file (in case of integration into Galaxy)
-  ##----------------------------------------------
-  if(!is.null(savLog.txtC))
-    sink(savLog.txtC, append = TRUE)
-
-  ## Functions definition
-  ##---------------------
-  #################################################################################################################
-  # Total intensity normalization
-  # Input parameters
-  #   - data : bucketed spectra (rows=buckets; columns=samples)
-  #################################################################################################################
-  NmrBrucker_total <- function(data)
-  {
-    # Total intensity normalization
-    data.total <- apply(data,2,sum)
-    data.normalized <- data[,1]/data.total[1]
-    for (i in 2:ncol(data))
-      data.normalized <- cbind(data.normalized,data[,i]/data.total[i])
-    colnames(data.normalized) <- colnames(data)
-    rownames(data.normalized) <- rownames(data)
-    return(data.normalized)
-  }
-
-
-  #################################################################################################################
-  # Biological factor normalization
-  # Input parameters
-  #   - data : bucketed spectra (rows=buckets; columns=samples)
-  #   - sampleMetadata : dataframe with biological factor of interest measured for each invidual
-  #   - bioFactor : name of the column cotaining the biological factor of interest
-  #################################################################################################################
-  NmrBrucker_bioFact <- function(data,sampleMetadata,bioFactor)
-  {
-    # Total intensity normalization
-    data.normalized <- data[,1]/bioFactor[1]
-    for (i in 2:ncol(data))
-      data.normalized <- cbind(data.normalized,data[,i]/bioFactor[i])
-    colnames(data.normalized) <- colnames(data)
-    rownames(data.normalized) <- rownames(data)
-    return(data.normalized)
-  }
-
-
-  #################################################################################################################
-  # Probabilistic quotient normalization (PQN)
-  # Input parameters
-  #   - data : bucketed spectra (rows=buckets; columns=samples)
-  #   - sampleMetadata : dataframe with treatment group of inviduals
-  #   - pqnFactor : number of the column cotaining the biological facor of interest
-  #   - nomControl : name of the treatment group
-  #################################################################################################################
-  NmrBrucker_pqn <- function(data,sampleMetadata,pqnFactor,nomControl)
-  {
-    # Total intensity normalization
-    data.total <- apply(data,2,sum)
-    data.normalized <- data[,1]/data.total[1]
-    for (i in 2:ncol(data))
-      data.normalized <- cbind(data.normalized,data[,i]/data.total[i])
-    colnames(data.normalized) <- colnames(data)
-    rownames(data.normalized) <- rownames(data)
-
-    # Reference spectrum
-    # Recuperation spectres individus controle
-    control.spectra <- data.normalized[,sampleMetadata[,pqnFactor]==nomControl]
-    spectrum.ref <- apply(control.spectra,1,median)
-
-    # Ratio between normalized and reference spectra
-    data.normalized.ref <- data.normalized/spectrum.ref
-
-    # Median ratio
-    data.normalized.ref.median <- apply(data.normalized.ref,1,median)
-
-    # Normalization
-    data.normalizedPQN <- data.normalized[,1]/data.normalized.ref.median
-    for (i in 2:ncol(data))
-      data.normalizedPQN <- cbind(data.normalizedPQN,data.normalized[,i]/data.normalized.ref.median)
-    colnames(data.normalizedPQN) <- colnames(data)
-    rownames(data.normalizedPQN) <- rownames(data)
-
-    return(data.normalizedPQN)
-  }
-
-
-  ## Tests
-  if (scalingMethod=="QuantitativeVariable")
-  {
-    if(mode(sampleMetadata[,bioFactor]) == "character")
-       bioFact <- factor(sampleMetadata[,bioFactor])
-    else
-       bioFact <- sampleMetadata[,bioFactor]
-  }
-
-  ## Spectra scaling depending on the user choice
-  if (scalingMethod == "None")
-  {
-    NormalizedBucketedSpectra <- dataMatrix
-  }
-  else if (scalingMethod == "Total")
-  {
-    NormalizedBucketedSpectra <- NmrBrucker_total(dataMatrix)
-  }
-  else if (scalingMethod == "PQN")
-  {
-    NormalizedBucketedSpectra <- NmrBrucker_pqn(dataMatrix,sampleMetadata,bioFactor,ControlGroup)
-  }
-  else if (scalingMethod == "QuantitativeVariable")
-  {
-    NormalizedBucketedSpectra <- NmrBrucker_bioFact(dataMatrix,sampleMetadata,bioFact)
-  }
-
-  ## OUTPUTS
-  return(list(NormalizedBucketedSpectra))
-
-}
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/NmrNormalization_wrapper.R
--- a/normalization/NmrNormalization_wrapper.R Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
[
@@ -1,139 +0,0 @@
-#!/usr/local/public/bin/Rscript --vanilla --slave --no-site-file
-
-## 070115_NmrBucketing2galaxy_v1.R
-## Marie Tremblay-Franco
-## MetaboHUB: The French Infrastructure for Metabolomics and Fluxomics
-## www.metabohub.fr/en
-## marie.tremblay-franco@toulouse.inra.fr
-
-runExampleL <- FALSE
-
-
-##------------------------------
-## Options
-##------------------------------
-strAsFacL <- options()$stringsAsFactors
-options(stringsAsFactors = FALSE)
-
-
-##------------------------------
-## Libraries laoding
-##------------------------------
-# For parseCommandArgs function
-library(batch) 
-
-# R script call
-source_local <- function(fname)
-{
- argv <- commandArgs(trailingOnly = FALSE)
- base_dir <- dirname(substring(argv[grep("--file=", argv)], 8))
- source(paste(base_dir, fname, sep="/"))
-}
-#Import the different functions
-source_local("NmrNormalization_script.R")
-source_local("DrawSpec.R")
-
-
-##------------------------------
-## Errors ?????????????????????
-##------------------------------
-
-
-##------------------------------
-## Constants
-##------------------------------
-topEnvC <- environment()
-flagC <- "\n"
-
-
-##------------------------------
-## Script
-##------------------------------
-if(!runExampleL)
-    argLs <- parseCommandArgs(evaluate=FALSE)
-
-
-## Parameters Loading
-##-------------------
-  # Inputs
-data <- read.table(argLs[["dataMatrix"]],check.names=FALSE,header=TRUE,sep="\t")
-rownames(data) <- data[,1]
-data <- data[,-1]
-
-scaling <- argLs[["scalingMethod"]]
-graphique <- argLs[["graphType"]]
-
-if (scaling=='PQN')
-{
- metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t")
- factor<- argLs[["factor"]]
- ControlGroup <- argLs[["controlGroup"]]
-}
-if (scaling=='QuantitativeVariable')
-{
-  metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t")
-  factor <- argLs[["factor"]]
-}
-
-  # Outputs
-nomGraphe <- argLs[["graphOut"]]
-dataMatrixOut <- argLs[["dataMatrixOut"]]
-log <- argLs[["logOut"]]
-
-## Checking arguments
-##-------------------
-error.stock <- "\n"
-
-if(length(error.stock) > 1)
-  stop(error.stock)
-  
-  
-## Computation
-##------------
-NormalizationResults <- NmrNormalization(dataMatrix=data,scalingMethod=scaling,sampleMetadata=metadataSample,
-                                    bioFactor=factor,ControlGroup=ControlGroup,
-                                    graph=graphique,nomFichier=nomGraphe,savLog.txtC=log)
-
-data_normalized <- NormalizationResults[[1]]
-
-
-## Graphical outputs
-##------------------
-if (graphique != "None")
-{
-  # Graphic Device opening
-  pdf(nomGraphe,onefile=TRUE)
-  
-  if (graphique == "Overlay")
-  {
-    # Global spectral window
-    spectra <- data.frame(t(data_normalized))
-    drawSpec(spectra,xlab="", ylab="Intensity", main="")
-  }
-  else
-  {
-    for (i in 1:ncol(data_normalized))
-    {
-      spectra <- t(data_normalized[,i])
-      drawSpec(spectra,xlab="", ylab="Intensity", main=colnames(data_normalized)[i])
-    }
-  }
-  dev.off()
-}
-
-
-## Saving
-##-------
-  # Data
-data_normalized <- cbind(rownames(data_normalized),data_normalized)
-colnames(data_normalized) <- c("Bucket",colnames(data_normalized)[-1])
-write.table(data_normalized,file=argLs$dataMatrixOut,quote=FALSE,row.names=FALSE,sep="\t")
-
-
-## Ending
-##---------------------
-cat("\nEnd of 'Normalization' Galaxy module call: ", as.character(Sys.time()), sep = "")
-
-options(stringsAsFactors = strAsFacL)
-
-rm(list = ls())
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diff -r 6361c0753d03 -r f9554d5bb47e normalization/NmrNormalization_xml.xml
--- a/normalization/NmrNormalization_xml.xml Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
b
b'@@ -1,260 +0,0 @@\n-<tool id="normalization" name="Normalization" version="2.0.1">\r\n-\r\n-    <description> Normalization of (preprocessed) spectra </description>\r\n-\r\n-    <requirements>\r\n-          <requirement type="package" version="1.1_4">r-batch</requirement>\r\n-    </requirements>\r\n-\r\n-      <stdio>\r\n-        <exit_code range="1:" level="fatal" />\r\n-    </stdio>\r\n-\r\n-    <command>\r\n-        Rscript $__tool_directory__/NmrNormalization_wrapper.R\r\n-\r\n-            ## Data matrix of bucketed and integrated spectra\r\n-            dataMatrix $dataMatrix\r\n-\r\n-            ## Normalization method\r\n-            scalingMethod $scalingMethod.method\r\n-            #if $scalingMethod.method == "PQN":\r\n-                ## Sample metadata matrix\r\n-                sampleMetadata $scalingMethod.sampleMetadata\r\n-\r\n-                ## Biological factor of interest (column number in samplemetadata)\r\n-                factor $scalingMethod.factor\r\n-\r\n-                ## Reference class\r\n-                controlGroup $scalingMethod.controlGroup\r\n-            #end if\r\n-            #if $scalingMethod.method == "QuantitativeVariable":\r\n-                ## Sample metadata matrix\r\n-                sampleMetadata $scalingMethod.sampleMetadata\r\n-\r\n-                ## Biological factor of interest (column number in samplemetadata)\r\n-                factor $scalingMethod.factor\r\n-            #end if\r\n-\r\n-            ## Spectra representation\r\n-            graphType $graphType\r\n-\r\n-            ## Outputs\r\n-            logOut $logOut\r\n-            dataMatrixOut $dataMatrixOut\r\n-            graphOut $graphOut\r\n-\r\n-\r\n-    </command>\r\n-\r\n-    <inputs>\r\n-        <param name="dataMatrix" type="data" label="Data matrix of preprocessed data" help="" format="tabular" />\r\n-\r\n-        <conditional name="scalingMethod" >\r\n-            <param name="method" label="Normalization method" type="select" help="Default method is total intensity" >\r\n-                <option value="None">None normalization</option>\r\n-                <option value="Total">Total intensity</option>\r\n-                <option value="PQN">Probabilistic Quotient Normalization</option>\r\n-                <option value="QuantitativeVariable">Quantitative variable</option>\r\n-            </param>\r\n-            <when value="None" />\r\n-            <when value="Total" />\r\n-            <when value="PQN">\r\n-                <param name="sampleMetadata" type="data" label="Sample metadata matrix" help="" format="tabular" />\r\n-                <param name="factor" label="Name of the column of the biological factor of interest (for PQN method)" type="text" />\r\n-                <param name="controlGroup" label="Name of reference level for PQN normalization" type="text" help=""/>\r\n-            </when>\r\n-            <when value="QuantitativeVariable">\r\n-                <param name="sampleMetadata" type="data" label="Sample metadata matrix" help="" format="tabular" />\r\n-                <param name="factor" label="Name of the column of the numerical variable for normalization (weight, osmolality, ...)" type="text" />\r\n-            </when>\r\n-        </conditional>\r\n-\r\n-        <param name="graphType" label="Spectra representation" type="select" help="Select \'None\' for no representation,\'Overlay\' to overlay all spectra on a unique chart and \'One per individual\' to generate an individual chart for each observation">\r\n-            <option value="None"> none </option>\r\n-            <option value="Overlay"> Overlay </option>\r\n-            <option value="One_per_individual"> One_per_individual </option>\r\n-        </param>\r\n-    </inputs>\r\n-\r\n-\r\n-    <outputs>\r\n-        <data format="txt" name="logOut" label="${tool.name}_log" />\r\n-        <data format="tabular" name="dataMatrixOut" label="${tool.name}_dataMatrix" />\r\n-        <data format="pdf" name="graphOut" label="${tool.name}_spectra" >\r\n-            <filter> graphType != "None" </filter>\r\n-        </data>\r\n-    </outputs>\r\n-\r\n-  <tests>\r\n-        <test>\r\n-            <param na'..b'  | parameter   |\r\n-+======================+====================================+=========+=============+\r\n-| NMR_Bucketing        | Normalization_bucketedData.tsv     | tabular | Ions Matrix |\r\n-+----------------------+------------------------------------+---------+-------------+\r\n-\r\n-\r\n-\r\n-\r\n-**Downstream tools**\r\n-\r\n-+---------------------------+----------------------+--------+\r\n-| Name                      | Output file          | Format |\r\n-+===========================+======================+========+\r\n-|Univariate                 | variableMetadata.tsv | Tabular|\r\n-+---------------------------+----------------------+--------+\r\n-|Multivariate               | sampleMetadata.tsv   | Tabular|\r\n-+---------------------------+----------------------+--------+\r\n-|                           | variableMetadata.tsv | Tabular|\r\n-+---------------------------+----------------------+--------+\r\n-\r\n-\r\n------------\r\n-Input files\r\n------------\r\n-\r\n-+---------------------------+------------+\r\n-| Parameter : num + label   |   Format   |\r\n-+===========================+============+\r\n-| DataMatrix                |   Tabular  |\r\n-+---------------------------+------------+\r\n-\r\n-**DataMAtrix**\r\n-\r\n-    | variable x sample dataMatrix tabular separated file containing (preprocessed) spectra, with . as decimal, and NA for missing values\r\n-\r\n-\r\n-----------\r\n-Parameters\r\n-----------\r\n-\r\n-DataMatrix\r\n-    | see "Input files" section above\r\n-    |\r\n-\r\n-Normalization method\r\n-    | normalization to apply on each spectrum:\r\n-\r\n-+---------------------------+--------------------------------------+\r\n-| Name                      | Normalization                        |\r\n-+===========================+======================================+\r\n-|None                       | No                                   |\r\n-+---------------------------+--------------------------------------+\r\n-|Total                      | Total intensity                      |\r\n-+---------------------------+--------------------------------------+\r\n-|PQN                        | Probabilistic Quotient Normalization |\r\n-+---------------------------+--------------------------------------+\r\n-|QuantitativeVariable       | Weight, osmolality, ...              |\r\n-+---------------------------+--------------------------------------+\r\n-\r\n-\r\n-sampleMetadata\r\n-    | sample x metadata **sample** tabular separated file of the numeric and/or character sample metadata, with . as decimal and NA for missing values\r\n-    | Mandatory for "PQN" or "Quantitative" normalization method\r\n-    | The row names must be identical to the column names of the dataMatrix file\r\n-    |\r\n-\r\n-\r\n-Spectra representation:\r\n-    | Graphical chart of bucketed and integrated raw files\r\n-    | If "Overlay": the n (sample number) spectra are overlaid on the same figure\r\n-    | If "One_per_individual": pdf file includes n pages (1 per sample)\r\n-    |\r\n-\r\n-\r\n-------------\r\n-Output files\r\n-------------\r\n-\r\n-\r\n-dataMatrix.tsv\r\n-    | tabular output\r\n-    | Data matrix with p rows (variable) and n columns (samples) containing the intensities\r\n-    |\r\n-\r\n-spectra.pdf\r\n-    | pdf output\r\n-    | Graphical chart of bucketed and integrated data\r\n-    |\r\n-\r\n-\r\n----------------------------------------------------\r\n-\r\n----------------\r\n-Working example\r\n----------------\r\n-\r\n-\r\n-.. class:: warningmark\r\n-\r\n-Under construction\r\n-\r\n-.. image:: ./static/images/Mth_Travaux.png\r\n-        :width: 100\r\n-\r\n-\r\n----------------------------------------------------\r\n-\r\n---------------\r\n-Changelog/News\r\n---------------\r\n-\r\n-**Version 1.0.2 - 22/10/2016**\r\n-\r\n-- NEW: this tool was previously named NMR Normalization. It had been generalize to deal with all kind of preprocessed data\r\n-\r\n-**Version 1.0.1 - 14/04/2016**\r\n-\r\n-- TEST: refactoring to pass planemo test using conda dependencies\r\n-\r\n-**Version 2015-01-28 - 28/01/2015**\r\n-\r\n-   </help>\r\n-    <citations>\r\n-        <citation type="doi">10.1093/bioinformatics/btu813</citation>\r\n-    </citations>\r\n-</tool>\r\n'
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/README.md
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/README.md Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,73 @@
+Spectral Normalization for Galaxy
+=================================
+
+[![bioconda-badge](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat-square)](http://bioconda.github.io) [![Build Status](https://travis-ci.org/workflow4metabolomics/normalization.svg?branch=master)](https://travis-ci.org/workflow4metabolomics/normalization)
+
+Our project
+-----------
+The [Workflow4Metabolomics](http://workflow4metabolomics.org), W4M in short, is a French infrastructure offering software tool processing, analyzing and annotating metabolomics data. It is based on the Galaxy platform.
+
+
+Normalization
+-------------
+
+Normalization (operation applied on each individual spectrum) of preprocessed data
+
+
+Galaxy
+------
+Galaxy is an open, web-based platform for data intensive biomedical research. Whether on the free public server or your own instance, you can perform, reproduce, and share complete analyses.
+
+Homepage: [https://galaxyproject.org/](https://galaxyproject.org/)
+
+
+Dependencies using Conda
+------------------------
+[![bioconda-badge](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat-square)](http://bioconda.github.io)
+
+[Conda](http://conda.pydata.org/) is package manager that among many other things can be used to manage Python packages.
+
+```
+#To install miniconda2
+#http://conda.pydata.org/miniconda.html
+#To install the R library using conda:
+conda install r-batch
+#To set an environment:
+conda create -n r-batch r-batch`
+#To activate the environment:
+. activate r-batch
+```
+
+Test Status
+-----------
+
+Planemo test using conda: passed
+
+Planemo shed_test: passed
+
+
+Conda
+-----
+[![bioconda-badge](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat-square)](http://bioconda.github.io)
+
+[Conda](http://conda.pydata.org/) is package manager that among many other things can be used to manage Python packages.
+
+Travis
+------
+[![Build Status](https://travis-ci.org/workflow4metabolomics/nmr_normalization.svg?branch=master)](https://travis-ci.org/workflow4metabolomics/spectral_normalization)
+
+Test and Deploy with Confidence. Easily sync your GitHub projects with Travis CI and you'll be testing your code in minutes!
+
+Test Status
+-----------
+
+Planemo test using conda: passed
+
+Planemo shed_test: passed
+
+
+Historic contributors
+---------------------
+ - Marie Tremblay-Franco @mtremblayfr - [French Metabolomics and Fluxomics Infrastructure (MetaboHUB)](http://www.metabohub.fr/en) - [MetaToul](http://www.metatoul.fr/)
+ - Marion Landi - [French Metabolomics and Fluxomics Infrastructure (MetaboHUB)](http://www.metabohub.fr/en) - [La plateforme "Exploration du MĂ©tabolisme" (PFEM, Clermont-Ferrand)](http://www6.clermont.inra.fr/plateforme_exploration_metabolisme)
+ - Gildas Le CorguillĂ© @lecorguille - [ABiMS](http://abims.sb-roscoff.fr/) / [IFB](http://www.france-bioinformatique.fr/) - [UPMC](www.upmc.fr)/[CNRS](www.cnrs.fr) - [Station Biologique de Roscoff](http://www.sb-roscoff.fr/) - France
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/README.rst
--- a/normalization/README.rst Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
b
@@ -1,22 +0,0 @@
-
-Changelog/News
---------------
-
-**Version 1.0.2 - 22/10/2016**
-
-- NEW: this tool was previously named NMR Normalization. It had been generalize to deal with all kind of preprocessed data
-
-**Version 1.0.1 - 14/04/2016**
-
-- TEST: refactoring to pass planemo test using conda dependencies
-
-**Version 2015-01-28 - 28/01/2015**
-
-
-
-Test Status
------------
-
-Planemo test using conda: passed
-
-Planemo shed_test: passed
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/.shed.yml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/.shed.yml Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,7 @@
+categories: [Metabolomics]
+description: '[Metabolomics][W4M][ALL] Normalization (operation applied on each individual spectrum) of preprocessed data'
+homepage_url: http://workflow4metabolomics.org
+long_description: 'Part of the W4M project: http://workflow4metabolomics.org'
+name: normalization
+owner: marie-tremblay-metatoul
+remote_repository_url: https://github.com/workflow4metabolomics/normalization
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/DrawSpec.R
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/DrawSpec.R Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,74 @@
+drawSpec <- function (X, startP = -1, endP = -1, groupLabel = NULL, useLog = -1, highBound = -1, lowBound = -1, 
+                      xlab = NULL, ylab = NULL, main = NULL, nAxisPos = 4, offside = 0) 
+{
+  groupLabel_name = groupLabel
+  X = as.data.frame(X)
+#  colnames(X) = c(1:ncol(X))
+  X = as.matrix(X)
+  if (highBound != -1) {
+    for (i in 1:nrow(X)) {
+      myIndex = which(X[i, ] > highBound)
+      X[i, myIndex] = highBound
+    }
+  }
+  if (lowBound != -1) {
+    for (i in 1:nrow(X)) {
+      myIndex = which(X[i, ] < lowBound)
+      X[i, myIndex] = lowBound
+    }
+  }
+  if (is.null(groupLabel)) {
+    groupLabel = c(1:nrow(X))
+    groupLabel = as.factor(groupLabel)
+  }
+  else {
+    levels(groupLabel) = c(1:length(levels(groupLabel)))
+  }
+  if (startP == -1) 
+    startP = 1
+  if (endP == -1) 
+    endP = ncol(X)
+  if (is.null(xlab)) {
+    xlab = "index"
+  }
+  if (is.null(ylab)) {
+    ylab = "intensity"
+  }
+  if (is.null(main)) {
+    main = paste(" ", startP + offside, "-", endP + offside)
+  }
+  GraphRange <- c(startP:endP)
+  yn <- X[, GraphRange]
+  if (useLog != -1) 
+    yn = log(yn)
+  if (length(yn) > ncol(X))
+  {
+    plot(yn[1, ], ylim = c(min(yn), max(yn)), type = "n", ylab = ylab, xlab = xlab, main = main, xaxt = "n")
+    tempVal = trunc(length(GraphRange)/nAxisPos)
+    xPos = c(0:nAxisPos) * tempVal
+    axis(1, at = xPos, labels = colnames(X)[xPos + startP + offside])
+    for (i in 1:length(levels(groupLabel))) 
+    {
+      groupLabelIdx = which(groupLabel == levels(groupLabel)[i])
+      color <- palette(rainbow(length(levels(groupLabel))))
+      for (j in 1:length(groupLabelIdx)) 
+      {
+        lines(yn[groupLabelIdx[j], ], col = color[i])
+      }
+    }
+    if (!is.null(groupLabel_name)) 
+    {
+      legendPos = "topleft"
+      legend(legendPos, levels(groupLabel_name), col = as.integer(levels(groupLabel)), text.col = "black", pch = c(19, 19), bg = "gray90")
+    }
+  }
+  if (length(yn) == ncol(X))
+  {
+    plot(yn, ylim = c(min(yn), max(yn)), type = "n", ylab = ylab, xlab = xlab, main = main, xaxt = "n")
+    tempVal = trunc(length(GraphRange)/nAxisPos)
+    xPos = c(0:nAxisPos) * tempVal
+#    axis(1, at = xPos, labels = xPos + startP + offside)
+    axis(1, at = xPos, labels = colnames(X)[xPos + startP + offside])
+    lines(yn)
+  }
+}
\ No newline at end of file
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/MANUAL_INSTALL.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/MANUAL_INSTALL.txt Thu Mar 02 12:23:13 2017 -0500
b
@@ -0,0 +1,44 @@
+Instructions to integrate the NMR Normalization" tool into a local instance of Galaxy
+Version mars 2015 M Tremblay-Franco
+
+
+## --- R bin and Packages : --- ##
+R version 3.0.2 (2013-09-25) -- "Frisbee Sailing
+Platform: x86_64-redhat-linux-gnu (64-bit)
+
+Install the "batch" library, necessary for parseCommandArgs function:
+ - Download package source (*.tar.gz file) from your favorite CRAN (http://www.r-project.org/)
+For example: http://cran.univ-lyon1.fr/
+
+ - Install package in your R session
+install.packages("path/package_name.tar.gz",lib="path",repos=NULL)
+For Example: install.packages("/usr/lib64/R/library/batch_1.1-4.tar",lib="/usr/lib64/R/library",repos=NULL)
+
+ - Finally, load the package into your R session
+library(batch)
+
+
+
+## --- Config : --- ##
+ - Edit the file "/galaxy/dist/galaxy-dist/tool_conf.xml" and add
+<section id="id_name" name="Name">
+  <tool file="path/NmrNormalization_xml.xml" />
+</section>
+to create a new section containing the Nmr_Normalization tool
+or add
+  <tool file="path/NmrNormalization_xml.xml" />
+in an existing section
+
+ - Put the three files NmrNormalization_xml.xml, NmrNormalization_wrapper.R and NmrNormalization_script.R in a same directory
+For example, path=/galaxy/dist/galaxy-dist/tools/stats
+
+ - Edit the NmrBucketing_xml.xml file and change the path in the following lines
+    # R script
+    R --vanilla --slave --no-site-file --file=path/NmrNormalization_wrapper.R --args
+
+    ## Library name for raw files storage
+    library path/$library
+
+
+
+Finally, restart Galaxy
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/NmrNormalization_script.R
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/NmrNormalization_script.R Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,147 @@
+#################################################################################################################
+# SPECTRA NORMALIZATION FROM SPECTRAL DATA                                                    #
+# User : Galaxy                                                                                                 #
+# Original data : --                                                                                            #
+# Starting date : 20-10-2014                                                                                    #
+# Version 1 : 27-01-2015                                                                                        #
+# Version 2 : 27-02-2015                                                                                        #
+#                                                                                                               #
+# Input files:                                                                                                  #
+#   - Data matrix containing bucketed and integrated spectra to normalize                                       #
+#   - Sample metadata matrix containing at least biological factor of interest                                  #
+#   - Scaling method: Total intensity/Probabilistic Quotient Normalization                                      #
+#   - Control group: name of control to compute median reference spectra                                        #
+#   - Graph: normalization result representation                                                                #
+#################################################################################################################
+NmrNormalization <- function(dataMatrix,scalingMethod=c("None","Total","PQN","BioFactor"),sampleMetadata=NULL,
+                             bioFactor=NULL,ControlGroup=NULL,graph=c("None","Overlay","One_per_individual"),
+                             nomFichier=NULL,savLog.txtC=NULL)
+{
+
+  ## Option
+  ##---------------
+  strAsFacL <- options()$stringsAsFactors
+  options(stingsAsFactors = FALSE)
+  options(warn = -1)
+
+
+  ## Constants
+  ##---------------
+  topEnvC <- environment()
+  flgC <- "\n"
+
+  ## Log file (in case of integration into Galaxy)
+  ##----------------------------------------------
+  if(!is.null(savLog.txtC))
+    sink(savLog.txtC, append = TRUE)
+
+  ## Functions definition
+  ##---------------------
+  #################################################################################################################
+  # Total intensity normalization
+  # Input parameters
+  #   - data : bucketed spectra (rows=buckets; columns=samples)
+  #################################################################################################################
+  NmrBrucker_total <- function(data)
+  {
+    # Total intensity normalization
+    data.total <- apply(data,2,sum)
+    data.normalized <- data[,1]/data.total[1]
+    for (i in 2:ncol(data))
+      data.normalized <- cbind(data.normalized,data[,i]/data.total[i])
+    colnames(data.normalized) <- colnames(data)
+    rownames(data.normalized) <- rownames(data)
+    return(data.normalized)
+  }
+
+
+  #################################################################################################################
+  # Biological factor normalization
+  # Input parameters
+  #   - data : bucketed spectra (rows=buckets; columns=samples)
+  #   - sampleMetadata : dataframe with biological factor of interest measured for each invidual
+  #   - bioFactor : name of the column cotaining the biological factor of interest
+  #################################################################################################################
+  NmrBrucker_bioFact <- function(data,sampleMetadata,bioFactor)
+  {
+    # Total intensity normalization
+    data.normalized <- data[,1]/bioFactor[1]
+    for (i in 2:ncol(data))
+      data.normalized <- cbind(data.normalized,data[,i]/bioFactor[i])
+    colnames(data.normalized) <- colnames(data)
+    rownames(data.normalized) <- rownames(data)
+    return(data.normalized)
+  }
+
+
+  #################################################################################################################
+  # Probabilistic quotient normalization (PQN)
+  # Input parameters
+  #   - data : bucketed spectra (rows=buckets; columns=samples)
+  #   - sampleMetadata : dataframe with treatment group of inviduals
+  #   - pqnFactor : number of the column cotaining the biological facor of interest
+  #   - nomControl : name of the treatment group
+  #################################################################################################################
+  NmrBrucker_pqn <- function(data,sampleMetadata,pqnFactor,nomControl)
+  {
+    # Total intensity normalization
+    data.total <- apply(data,2,sum)
+    data.normalized <- data[,1]/data.total[1]
+    for (i in 2:ncol(data))
+      data.normalized <- cbind(data.normalized,data[,i]/data.total[i])
+    colnames(data.normalized) <- colnames(data)
+    rownames(data.normalized) <- rownames(data)
+
+    # Reference spectrum
+    # Recuperation spectres individus controle
+    control.spectra <- data.normalized[,sampleMetadata[,pqnFactor]==nomControl]
+    spectrum.ref <- apply(control.spectra,1,median)
+
+    # Ratio between normalized and reference spectra
+    data.normalized.ref <- data.normalized/spectrum.ref
+
+    # Median ratio
+    data.normalized.ref.median <- apply(data.normalized.ref,1,median)
+
+    # Normalization
+    data.normalizedPQN <- data.normalized[,1]/data.normalized.ref.median
+    for (i in 2:ncol(data))
+      data.normalizedPQN <- cbind(data.normalizedPQN,data.normalized[,i]/data.normalized.ref.median)
+    colnames(data.normalizedPQN) <- colnames(data)
+    rownames(data.normalizedPQN) <- rownames(data)
+
+    return(data.normalizedPQN)
+  }
+
+
+  ## Tests
+  if (scalingMethod=="QuantitativeVariable")
+  {
+    if(mode(sampleMetadata[,bioFactor]) == "character")
+       bioFact <- factor(sampleMetadata[,bioFactor])
+    else
+       bioFact <- sampleMetadata[,bioFactor]
+  }
+
+  ## Spectra scaling depending on the user choice
+  if (scalingMethod == "None")
+  {
+    NormalizedBucketedSpectra <- dataMatrix
+  }
+  else if (scalingMethod == "Total")
+  {
+    NormalizedBucketedSpectra <- NmrBrucker_total(dataMatrix)
+  }
+  else if (scalingMethod == "PQN")
+  {
+    NormalizedBucketedSpectra <- NmrBrucker_pqn(dataMatrix,sampleMetadata,bioFactor,ControlGroup)
+  }
+  else if (scalingMethod == "QuantitativeVariable")
+  {
+    NormalizedBucketedSpectra <- NmrBrucker_bioFact(dataMatrix,sampleMetadata,bioFact)
+  }
+
+  ## OUTPUTS
+  return(list(NormalizedBucketedSpectra))
+
+}
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/NmrNormalization_wrapper.R
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/NmrNormalization_wrapper.R Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,139 @@
+#!/usr/local/public/bin/Rscript --vanilla --slave --no-site-file
+
+## 070115_NmrBucketing2galaxy_v1.R
+## Marie Tremblay-Franco
+## MetaboHUB: The French Infrastructure for Metabolomics and Fluxomics
+## www.metabohub.fr/en
+## marie.tremblay-franco@toulouse.inra.fr
+
+runExampleL <- FALSE
+
+
+##------------------------------
+## Options
+##------------------------------
+strAsFacL <- options()$stringsAsFactors
+options(stringsAsFactors = FALSE)
+
+
+##------------------------------
+## Libraries laoding
+##------------------------------
+# For parseCommandArgs function
+library(batch) 
+
+# R script call
+source_local <- function(fname)
+{
+ argv <- commandArgs(trailingOnly = FALSE)
+ base_dir <- dirname(substring(argv[grep("--file=", argv)], 8))
+ source(paste(base_dir, fname, sep="/"))
+}
+#Import the different functions
+source_local("NmrNormalization_script.R")
+source_local("DrawSpec.R")
+
+
+##------------------------------
+## Errors ?????????????????????
+##------------------------------
+
+
+##------------------------------
+## Constants
+##------------------------------
+topEnvC <- environment()
+flagC <- "\n"
+
+
+##------------------------------
+## Script
+##------------------------------
+if(!runExampleL)
+    argLs <- parseCommandArgs(evaluate=FALSE)
+
+
+## Parameters Loading
+##-------------------
+  # Inputs
+data <- read.table(argLs[["dataMatrix"]],check.names=FALSE,header=TRUE,sep="\t")
+rownames(data) <- data[,1]
+data <- data[,-1]
+
+scaling <- argLs[["scalingMethod"]]
+graphique <- argLs[["graphType"]]
+
+if (scaling=='PQN')
+{
+ metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t")
+ factor<- argLs[["factor"]]
+ ControlGroup <- argLs[["controlGroup"]]
+}
+if (scaling=='QuantitativeVariable')
+{
+  metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t")
+  factor <- argLs[["factor"]]
+}
+
+  # Outputs
+nomGraphe <- argLs[["graphOut"]]
+dataMatrixOut <- argLs[["dataMatrixOut"]]
+log <- argLs[["logOut"]]
+
+## Checking arguments
+##-------------------
+error.stock <- "\n"
+
+if(length(error.stock) > 1)
+  stop(error.stock)
+  
+  
+## Computation
+##------------
+NormalizationResults <- NmrNormalization(dataMatrix=data,scalingMethod=scaling,sampleMetadata=metadataSample,
+                                    bioFactor=factor,ControlGroup=ControlGroup,
+                                    graph=graphique,nomFichier=nomGraphe,savLog.txtC=log)
+
+data_normalized <- NormalizationResults[[1]]
+
+
+## Graphical outputs
+##------------------
+if (graphique != "None")
+{
+  # Graphic Device opening
+  pdf(nomGraphe,onefile=TRUE)
+  
+  if (graphique == "Overlay")
+  {
+    # Global spectral window
+    spectra <- data.frame(t(data_normalized))
+    drawSpec(spectra,xlab="", ylab="Intensity", main="")
+  }
+  else
+  {
+    for (i in 1:ncol(data_normalized))
+    {
+      spectra <- t(data_normalized[,i])
+      drawSpec(spectra,xlab="", ylab="Intensity", main=colnames(data_normalized)[i])
+    }
+  }
+  dev.off()
+}
+
+
+## Saving
+##-------
+  # Data
+data_normalized <- cbind(rownames(data_normalized),data_normalized)
+colnames(data_normalized) <- c("Bucket",colnames(data_normalized)[-1])
+write.table(data_normalized,file=argLs$dataMatrixOut,quote=FALSE,row.names=FALSE,sep="\t")
+
+
+## Ending
+##---------------------
+cat("\nEnd of 'Normalization' Galaxy module call: ", as.character(Sys.time()), sep = "")
+
+options(stringsAsFactors = strAsFacL)
+
+rm(list = ls())
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/NmrNormalization_xml.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/NmrNormalization_xml.xml Thu Mar 02 12:23:13 2017 -0500
b
b'@@ -0,0 +1,261 @@\n+<tool id="normalization" name="Normalization" version="2.0.1">\r\n+\r\n+    <description> Normalization of (preprocessed) spectra </description>\r\n+\r\n+    <requirements>\r\n+        <requirement type="package" version="3.1.2">R</requirement>\r\n+        <requirement type="package" version="1.1_4">r-batch</requirement>\r\n+    </requirements>\r\n+\r\n+      <stdio>\r\n+        <exit_code range="1:" level="fatal" />\r\n+    </stdio>\r\n+\r\n+    <command>\r\n+        Rscript $__tool_directory__/NmrNormalization_wrapper.R\r\n+\r\n+            ## Data matrix of bucketed and integrated spectra\r\n+            dataMatrix $dataMatrix\r\n+\r\n+            ## Normalization method\r\n+            scalingMethod $scalingMethod.method\r\n+            #if $scalingMethod.method == "PQN":\r\n+                ## Sample metadata matrix\r\n+                sampleMetadata $scalingMethod.sampleMetadata\r\n+\r\n+                ## Biological factor of interest (column number in samplemetadata)\r\n+                factor $scalingMethod.factor\r\n+\r\n+                ## Reference class\r\n+                controlGroup $scalingMethod.controlGroup\r\n+            #end if\r\n+            #if $scalingMethod.method == "QuantitativeVariable":\r\n+                ## Sample metadata matrix\r\n+                sampleMetadata $scalingMethod.sampleMetadata\r\n+\r\n+                ## Biological factor of interest (column number in samplemetadata)\r\n+                factor $scalingMethod.factor\r\n+            #end if\r\n+\r\n+            ## Spectra representation\r\n+            graphType $graphType\r\n+\r\n+            ## Outputs\r\n+            logOut $logOut\r\n+            dataMatrixOut $dataMatrixOut\r\n+            graphOut $graphOut\r\n+\r\n+\r\n+    </command>\r\n+\r\n+    <inputs>\r\n+        <param name="dataMatrix" type="data" label="Data matrix of preprocessed data" help="" format="tabular" />\r\n+\r\n+        <conditional name="scalingMethod" >\r\n+            <param name="method" label="Normalization method" type="select" help="Default method is total intensity" >\r\n+                <option value="None">None normalization</option>\r\n+                <option value="Total">Total intensity</option>\r\n+                <option value="PQN">Probabilistic Quotient Normalization</option>\r\n+                <option value="QuantitativeVariable">Quantitative variable</option>\r\n+            </param>\r\n+            <when value="None" />\r\n+            <when value="Total" />\r\n+            <when value="PQN">\r\n+                <param name="sampleMetadata" type="data" label="Sample metadata matrix" help="" format="tabular" />\r\n+                <param name="factor" label="Name of the column of the biological factor of interest (for PQN method)" type="text" />\r\n+                <param name="controlGroup" label="Name of reference level for PQN normalization" type="text" help=""/>\r\n+            </when>\r\n+            <when value="QuantitativeVariable">\r\n+                <param name="sampleMetadata" type="data" label="Sample metadata matrix" help="" format="tabular" />\r\n+                <param name="factor" label="Name of the column of the numerical variable for normalization (weight, osmolality, ...)" type="text" />\r\n+            </when>\r\n+        </conditional>\r\n+\r\n+        <param name="graphType" label="Spectra representation" type="select" help="Select \'None\' for no representation,\'Overlay\' to overlay all spectra on a unique chart and \'One per individual\' to generate an individual chart for each observation">\r\n+            <option value="None"> none </option>\r\n+            <option value="Overlay"> Overlay </option>\r\n+            <option value="One_per_individual"> One_per_individual </option>\r\n+        </param>\r\n+    </inputs>\r\n+\r\n+\r\n+    <outputs>\r\n+        <data format="txt" name="logOut" label="${tool.name}_log" />\r\n+        <data format="tabular" name="dataMatrixOut" label="${tool.name}_dataMatrix" />\r\n+        <data format="pdf" name="graphOut" label="${tool.name}_spectra" >\r\n+            <filter> graphType != "None" </filter>\r\n+        </data>\r\n+  '..b'  | parameter   |\r\n++======================+====================================+=========+=============+\r\n+| NMR_Bucketing        | Normalization_bucketedData.tsv     | tabular | Ions Matrix |\r\n++----------------------+------------------------------------+---------+-------------+\r\n+\r\n+\r\n+\r\n+\r\n+**Downstream tools**\r\n+\r\n++---------------------------+----------------------+--------+\r\n+| Name                      | Output file          | Format |\r\n++===========================+======================+========+\r\n+|Univariate                 | variableMetadata.tsv | Tabular|\r\n++---------------------------+----------------------+--------+\r\n+|Multivariate               | sampleMetadata.tsv   | Tabular|\r\n++---------------------------+----------------------+--------+\r\n+|                           | variableMetadata.tsv | Tabular|\r\n++---------------------------+----------------------+--------+\r\n+\r\n+\r\n+-----------\r\n+Input files\r\n+-----------\r\n+\r\n++---------------------------+------------+\r\n+| Parameter : num + label   |   Format   |\r\n++===========================+============+\r\n+| DataMatrix                |   Tabular  |\r\n++---------------------------+------------+\r\n+\r\n+**DataMAtrix**\r\n+\r\n+    | variable x sample dataMatrix tabular separated file containing (preprocessed) spectra, with . as decimal, and NA for missing values\r\n+\r\n+\r\n+----------\r\n+Parameters\r\n+----------\r\n+\r\n+DataMatrix\r\n+    | see "Input files" section above\r\n+    |\r\n+\r\n+Normalization method\r\n+    | normalization to apply on each spectrum:\r\n+\r\n++---------------------------+--------------------------------------+\r\n+| Name                      | Normalization                        |\r\n++===========================+======================================+\r\n+|None                       | No                                   |\r\n++---------------------------+--------------------------------------+\r\n+|Total                      | Total intensity                      |\r\n++---------------------------+--------------------------------------+\r\n+|PQN                        | Probabilistic Quotient Normalization |\r\n++---------------------------+--------------------------------------+\r\n+|QuantitativeVariable       | Weight, osmolality, ...              |\r\n++---------------------------+--------------------------------------+\r\n+\r\n+\r\n+sampleMetadata\r\n+    | sample x metadata **sample** tabular separated file of the numeric and/or character sample metadata, with . as decimal and NA for missing values\r\n+    | Mandatory for "PQN" or "Quantitative" normalization method\r\n+    | The row names must be identical to the column names of the dataMatrix file\r\n+    |\r\n+\r\n+\r\n+Spectra representation:\r\n+    | Graphical chart of bucketed and integrated raw files\r\n+    | If "Overlay": the n (sample number) spectra are overlaid on the same figure\r\n+    | If "One_per_individual": pdf file includes n pages (1 per sample)\r\n+    |\r\n+\r\n+\r\n+------------\r\n+Output files\r\n+------------\r\n+\r\n+\r\n+dataMatrix.tsv\r\n+    | tabular output\r\n+    | Data matrix with p rows (variable) and n columns (samples) containing the intensities\r\n+    |\r\n+\r\n+spectra.pdf\r\n+    | pdf output\r\n+    | Graphical chart of bucketed and integrated data\r\n+    |\r\n+\r\n+\r\n+---------------------------------------------------\r\n+\r\n+---------------\r\n+Working example\r\n+---------------\r\n+\r\n+\r\n+.. class:: warningmark\r\n+\r\n+Under construction\r\n+\r\n+.. image:: ./static/images/Mth_Travaux.png\r\n+        :width: 100\r\n+\r\n+\r\n+---------------------------------------------------\r\n+\r\n+--------------\r\n+Changelog/News\r\n+--------------\r\n+\r\n+**Version 1.0.2 - 22/10/2016**\r\n+\r\n+- NEW: this tool was previously named NMR Normalization. It had been generalize to deal with all kind of preprocessed data\r\n+\r\n+**Version 1.0.1 - 14/04/2016**\r\n+\r\n+- TEST: refactoring to pass planemo test using conda dependencies\r\n+\r\n+**Version 2015-01-28 - 28/01/2015**\r\n+\r\n+   </help>\r\n+    <citations>\r\n+        <citation type="doi">10.1093/bioinformatics/btu813</citation>\r\n+    </citations>\r\n+</tool>\r\n'
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/README.rst
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/README.rst Thu Mar 02 12:23:13 2017 -0500
b
@@ -0,0 +1,22 @@
+
+Changelog/News
+--------------
+
+**Version 1.0.2 - 22/10/2016**
+
+- NEW: this tool was previously named NMR Normalization. It had been generalize to deal with all kind of preprocessed data
+
+**Version 1.0.1 - 14/04/2016**
+
+- TEST: refactoring to pass planemo test using conda dependencies
+
+**Version 2015-01-28 - 28/01/2015**
+
+
+
+Test Status
+-----------
+
+Planemo test using conda: passed
+
+Planemo shed_test: passed
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/planemo_test.sh
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/planemo_test.sh Thu Mar 02 12:23:13 2017 -0500
[
@@ -0,0 +1,12 @@
+planemo conda_init
+planemo conda_install .
+planemo test --install_galaxy --conda_dependency_resolution
+
+#All 1 test(s) executed passed.
+#NmrNormalization[0]: passed
+
+planemo shed_test --install_galaxy -t testtoolshed
+
+#All 1 test(s) executed passed.
+#testtoolshed.g2.bx.psu.edu/repos/marie-tremblay-metatoul/nmr_normalization/NmrNormalization/1.0.1[0]: passed
+
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/test-data/MTBLS1_bucketedData.tabular
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/test-data/MTBLS1_bucketedData.tabular Thu Mar 02 12:23:13 2017 -0500
b
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b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/test-data/MTBLS1_bucketedData_normalized.tabular
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/test-data/MTBLS1_bucketedData_normalized.tabular Thu Mar 02 12:23:13 2017 -0500
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b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/galaxy/normalization/tool_dependencies.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/normalization/galaxy/normalization/tool_dependencies.xml Thu Mar 02 12:23:13 2017 -0500
b
@@ -0,0 +1,9 @@
+<?xml version="1.0"?>
+<tool_dependency>
+    <package name="R" version="3.1.2">
+        <repository changeset_revision="4d2fd1413b56" name="package_r_3_1_2" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
+    </package>
+    <package name="r-batch" version="1.1_4">
+ <repository changeset_revision="e8a964ca8656" name="package_r_batch_1_1_4" owner="lecorguille" toolshed="https://toolshed.g2.bx.psu.edu" />
+    </package>
+</tool_dependency>
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/planemo_test.sh
--- a/normalization/planemo_test.sh Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
[
@@ -1,12 +0,0 @@
-planemo conda_init
-planemo conda_install .
-planemo test --install_galaxy --conda_dependency_resolution
-
-#All 1 test(s) executed passed.
-#NmrNormalization[0]: passed
-
-planemo shed_test --install_galaxy -t testtoolshed
-
-#All 1 test(s) executed passed.
-#testtoolshed.g2.bx.psu.edu/repos/marie-tremblay-metatoul/nmr_normalization/NmrNormalization/1.0.1[0]: passed
-
b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/test-data/MTBLS1_bucketedData.tabular
--- a/normalization/test-data/MTBLS1_bucketedData.tabular Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
b
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b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/test-data/MTBLS1_bucketedData_normalized.tabular
--- a/normalization/test-data/MTBLS1_bucketedData_normalized.tabular Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
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b
diff -r 6361c0753d03 -r f9554d5bb47e normalization/tool_dependencies.xml
--- a/normalization/tool_dependencies.xml Thu Mar 02 10:27:05 2017 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
b
@@ -1,9 +0,0 @@
-<?xml version="1.0"?>
-<tool_dependency>
-    <package name="R" version="3.1.2">
-        <repository changeset_revision="4d2fd1413b56" name="package_r_3_1_2" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
-    </package>
-    <package name="r-batch" version="1.1_4">
- <repository changeset_revision="e8a964ca8656" name="package_r_batch_1_1_4" owner="lecorguille" toolshed="https://toolshed.g2.bx.psu.edu" />
-    </package>
-</tool_dependency>