Mercurial > repos > marie-tremblay-metatoul > nmr_preprocessing
changeset 4:a6c9f5d6fdc9 draft
Uploaded
| author | marie-tremblay-metatoul |
|---|---|
| date | Thu, 09 Aug 2018 04:08:30 -0400 |
| parents | 7d8451d9fff6 |
| children | 5b06800f3449 |
| files | nmr_preprocessing/NmrPreprocessing_script.R nmr_preprocessing/NmrPreprocessing_wrapper.R nmr_preprocessing/NmrPreprocessing_xml.xml nmr_preprocessing/README.rst nmr_preprocessing/ReadFids_xml.xml nmr_preprocessing/test-data/NMR_Preprocessing_dataMatrix.tabular |
| diffstat | 6 files changed, 33079 insertions(+), 65573 deletions(-) [+] |
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--- a/nmr_preprocessing/NmrPreprocessing_script.R Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/NmrPreprocessing_script.R Thu Aug 09 04:08:30 2018 -0400 @@ -580,20 +580,21 @@ Fid_info <- begin_info[["Signal_info"]] - # Check input arguments + ######## Check input arguments + range <- match.arg(range) shiftHandling <- match.arg(shiftHandling) method <- match.arg(method) plots <- NULL - checkArg(ppm.ir, c("bool")) checkArg(unlist(fromto.RC), c("num"), can.be.null = TRUE) checkArg(pc, c("num")) checkArg(ppm.value, c("num")) checkArg(rowindex_graph, "num", can.be.null = TRUE) - # fromto.RC + # fromto.RC : if range == "window", + # fromto.RC defines the spectral window where to search for the peak if (!is.null(fromto.RC)) { diff <- diff(unlist(fromto.RC))[1:length(diff(unlist(fromto.RC)))%%2 !=0] for (i in 1:length(diff)) { @@ -606,6 +607,9 @@ # findTMSPpeak function ---------------------------------------------- + # If method == "tresh", findTMSPpeak will find the position of the first + # peak (from left or right) which is higher than a predefined threshold + # and is computed as: c*(cumulated_mean/cumulated_sd) findTMSPpeak <- function(ft, c = 2, direction = "left") { ft <- Re(ft) # extraction de la partie réelle N <- length(ft) @@ -647,24 +651,31 @@ } - # Apply the method ('thres' or 'max') on spectra - # ---------------------------------------------- + # Define the search zone ---------------------------------------- n <- nrow(Spectrum_data) m <- ncol(Spectrum_data) - # The Sweep Width has to be the same since the column names are the same - SW <- Fid_info[1, "SW"] # Sweep Width in ppm (semi frequency scale in ppm) - ppmInterval <- SW/(m-1) + # The Sweep Width (SW) has to be the same since the column names are the same + SW <- Fid_info[1, "SW"] # Sweep Width in ppm + ppmInterval <- SW/(m-1) # size of a ppm interval + # range: How the search zone is defined ("all", "nearvalue" or "window") if (range == "all") { + Data <- Spectrum_data + } else { # range = "nearvalue" or "window" + # Need to define colindex (column indexes) to apply indexInterval on it if (range == "nearvalue") { + fromto.RC <- list(c(-(SW * pc)/2 + ppm.value, (SW * pc)/2 + ppm.value)) # automatic fromto values in ppm colindex <- as.numeric(colnames(Spectrum_data)) + } else { + # range == "window" + # fromto.RC is already user-defined if (ppm.ir == TRUE) { colindex <- as.numeric(colnames(Spectrum_data)) } else { @@ -672,38 +683,47 @@ } } - - Int <- vector("list", length(fromto.RC)) + # index intervals taking into account the different elements in the list fromto.RC + Int <- vector("list", length(fromto.RC)) for (i in 1:length(fromto.RC)) { Int[[i]] <- indexInterval(colindex, from = fromto.RC[[i]][1], to = fromto.RC[[i]][2], inclusive = TRUE) } - vector <- rep(0, m) - vector[unlist(Int)] <- 1 - if (n > 1) { - Data <- sweep(Spectrum_data, MARGIN = 2, FUN = "*", vector) # Cropped_Spectrum - } else { - Data <- Spectrum_data * vector - } # Cropped_Spectrum + # define Data as the cropped spectrum including the index intervals + # outside the research zone, the intensities are set to the minimal + # intensity of the research zone + + if (n > 1){ + Data <- apply(Re(Spectrum_data[,unlist(Int)]),1, function(x) rep(min(x), m)) + Data <- t(Data) + Data[,unlist(Int)] <- Re(Spectrum_data[,unlist(Int)]) + } else { + Data <- rep(min(Re(Spectrum_data)) ,m) + Data[unlist(Int)] <- Re(Spectrum_data[unlist(Int)]) + } + } + # Apply the peak location search method ('thres' or 'max') on spectra + # ----------------------------------------------------------------------- + if (method == "thres") { TMSPpeaks <- apply(Data, 1, findTMSPpeak, c = c, direction = direction) - } else { - TMSPpeaks <- apply(abs(Re(Data)), 1, which.max) + } else { # method == "max + TMSPpeaks <- apply(Re(Data), 1, which.max) } - # TMSPpeaks is an column index - maxpeak <- max(TMSPpeaks) - minpeak <- min(TMSPpeaks) - - # Shift spectra according to the TMSPpeaks found -------------------------------- # Depends on the shiftHandling + # TMSPpeaks is a column index + maxpeak <- max(TMSPpeaks) # max accross spectra + minpeak <- min(TMSPpeaks) # min accross spectra + + if (shiftHandling %in% c("zerofilling", "NAfilling", "cut")) { fill <- NA if (shiftHandling == "zerofilling") { @@ -713,6 +733,7 @@ start <- maxpeak - 1 end <- minpeak - m + # ppm values of each interval for the whole spectral range of the spectral matrix ppmScale <- (start:end) * ppmInterval # check if ppm.value is in the ppmScale interval @@ -722,10 +743,14 @@ ppm.value = 0 } + # if ppm.value != 0, ppmScale is adapted ppmScale <- ppmScale + ppm.value + # create the spectral matrix with realigned spectra Spectrum_data_calib <- matrix(fill, nrow = n, ncol = -(end - start) + 1, dimnames = list(rownames(Spectrum_data), ppmScale)) + + # fills in Spectrum_data_calib with shifted spectra for (i in 1:n) { shift <- (1 - TMSPpeaks[i]) + start Spectrum_data_calib[i, (1 + shift):(m + shift)] <- Spectrum_data[i, ] @@ -751,10 +776,15 @@ round(min(ppmScale),2), ",", round(max(ppmScale),2), "], and is set to its default ppm.value 0") ppm.value = 0 } + + # if ppm.value != 0, ppmScale is adapted ppmScale <- ppmScale + ppm.value + # create the spectral matrix with realigned spectra Spectrum_data_calib <- matrix(nrow=n, ncol=end-start+1, dimnames=list(rownames(Spectrum_data), ppmScale)) + + # fills in Spectrum_data_calib with shifted spectra for (i in 1:n) { shift <- (maxpeak-TMSPpeaks[i]) Spectrum_data_calib[i,(1+shift):m] <- Spectrum_data[i,1:(m-shift)] @@ -767,7 +797,7 @@ - # Plot of the spectra --------------------------------------------------- + # Plot of the spectra (depending on rowindex_graph) --------------------------------------------------- ppm = xstart = value = xend = Legend = NULL # only for R CMD check @@ -798,7 +828,7 @@ # rectanglar bands of color for the search zone rects <- data.frame(xstart = sapply(fromto, function(x) x[[1]]), xend = sapply(fromto, function(x) x[[2]]), - Legend = "TMSP search zone and location") + Legend = "Peak search zone and location") # vlines for TMSP peak addlines <- data.frame(rowname = rownames(Spectrum_data)[rowindex_graph],TMSPloc) @@ -824,7 +854,7 @@ ggplot2::theme(legend.position = "none") + ggplot2::geom_vline(data = addlines, ggplot2::aes(xintercept = TMSPloc), color = "red", show.legend = TRUE) + - ggplot2::ggtitle("TMSP peak search zone and location") + + ggplot2::ggtitle("Peak search zone and location") + ggplot2::theme(legend.position = "top", legend.text = ggplot2::element_text())
--- a/nmr_preprocessing/NmrPreprocessing_wrapper.R Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/NmrPreprocessing_wrapper.R Thu Aug 09 04:08:30 2018 -0400 @@ -139,53 +139,6 @@ # Inputs -# Internal referencering ---------------------------------- - # Inputs -shiftTreshold = 2 # c -ppm = TRUE -shiftReferencingRangeList = NULL # fromto.RC -pctNearValue = 0.02 # pc -rowindex_graph = NULL -ppm_ref = 0 # ppm.ref - -# -# shiftReferencing <- argLs[["shiftReferencing"]] -# print(shiftReferencing) -# -# if (shiftReferencing=="YES") -# { -# - # shiftReferencingMethod <- argLs[["shiftReferencingMethod"]] - # - # if (shiftReferencingMethod == "thres") { - # shiftTreshold <- argLs[["shiftTreshold"]] - # } - - shiftReferencingRange <- argLs[["shiftReferencingRange"]] - - if (shiftReferencingRange == "near0"){ - pctNearValue <- argLs[["pctNearValue"]] - } - - if (shiftReferencingRange == "window"){ - shiftReferencingRangeList <- list() - for(i in which(names(argLs)=="shiftReferencingRangeLeft")) - { - shiftReferencingRangeLeft <- argLs[[i]] - shiftReferencingRangeRight <- argLs[[i+1]] - shiftReferencingRangeList <- c(shiftReferencingRangeList,list(c(shiftReferencingRangeLeft,shiftReferencingRangeRight))) - } - } - - shiftHandling <- argLs[["shiftHandling"]] - - ppmvalue <- argLs[["ppmvalue"]] - - - -# } - - # Zero Order Phase Correction ------------------------------- # Inputs @@ -211,6 +164,53 @@ } +# Internal referencering ---------------------------------- +# Inputs +shiftTreshold = 2 # c +ppm = TRUE +shiftReferencingRangeList = NULL # fromto.RC +pctNearValue = 0.02 # pc +rowindex_graph = NULL +ppm_ref = 0 # ppm.ref + +# +# shiftReferencing <- argLs[["shiftReferencing"]] +# print(shiftReferencing) +# +# if (shiftReferencing=="YES") +# { +# +# shiftReferencingMethod <- argLs[["shiftReferencingMethod"]] +# +# if (shiftReferencingMethod == "thres") { +# shiftTreshold <- argLs[["shiftTreshold"]] +# } + +shiftReferencingRange <- argLs[["shiftReferencingRange"]] + +if (shiftReferencingRange == "near0"){ + pctNearValue <- argLs[["pctNearValue"]] +} + +if (shiftReferencingRange == "window"){ + shiftReferencingRangeList <- list() + for(i in which(names(argLs)=="shiftReferencingRangeLeft")) + { + shiftReferencingRangeLeft <- argLs[[i]] + shiftReferencingRangeRight <- argLs[[i+1]] + shiftReferencingRangeList <- c(shiftReferencingRangeList,list(c(shiftReferencingRangeLeft,shiftReferencingRangeRight))) + } +} + +shiftHandling <- argLs[["shiftHandling"]] + +ppmvalue <- argLs[["ppmvalue"]] + + + +# } + + # Baseline Correction ------------------------------- # Inputs lambdaBc <- argLs[["lambdaBc"]] @@ -386,7 +386,7 @@ ##====================================================== # Data Matrix -write.table(round(t(Re(Spectrum_data)),6), file=argLs$dataMatrix, quote=FALSE, row.names=TRUE, sep="\t", col.names=TRUE) +write.table(t(Re(Spectrum_data)),file=argLs$dataMatrix, quote=FALSE, row.names=TRUE, sep="\t", col.names=TRUE) # Variable metadata write.table(data_variable,file=argLs$variableMetadata, quote=FALSE, row.names=TRUE, sep="\t", col.names=TRUE)
--- a/nmr_preprocessing/NmrPreprocessing_xml.xml Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/NmrPreprocessing_xml.xml Thu Aug 09 04:08:30 2018 -0400 @@ -1,376 +1,386 @@ -<tool id="NMR_Preprocessing" name="NMR_Preprocessing" version="@WRAPPER_VERSION@"> - <description> Preprocessing of 1D NMR spectra </description> - - <macros> - <import>macros.xml</import> - </macros> +<tool id="NMR_Preprocessing" name="NMR_Preprocessing" version="1.2.0"> + <description> Preprocessing of 1D NMR spectra </description> - <expand macro="requirements"> - <requirement type="package" version="1.9_12">r-ptw</requirement> - <requirement type="package" version="1.2_12">r-matrix</requirement> - </expand> - - <expand macro="stdio"/> - - <command> - ## Wrapper + <stdio> + <exit_code range="1:" level="fatal" /> + </stdio> + + <command> + ## Wrapper Rscript $__tool_directory__/NmrPreprocessing_wrapper.R - ## Data matrix of FID spectra - dataMatrixFid $dataMatrixFid - ## Sample metadata matrix - sampleMetadataFid $sampleMetadataFid - - ## First order phase correction - ## Graphical display - FirstOPCGraph $GDC.FirstOPCGraph - - ## Water and / or solvents suppression - ## Smoothing parameter + ## Data matrix of FID spectra + dataMatrixFid $dataMatrixFid + ## Sample metadata matrix + sampleMetadataFid $sampleMetadataFid + + + ## First order phase correction + ## Graphical display + FirstOPCGraph $GDC.FirstOPCGraph + + ## Water and / or solvents suppression + ## Smoothing parameter lambda $SS.lambda - ## Graphical display - SSGraph $SS.SSGraph - - - ## Apodization - ## Graphical display - ApodGraph $Apod.ApodGraph - - apodizationMethod $Apod.apodizationMethod.method - #if $Apod.apodizationMethod.method == "exp": - ## Line broadening for the exponential window - expLB $Apod.apodizationMethod.expLB - #end if - #if $Apod.apodizationMethod.method == "cos2": - ## Phase - phase $Apod.apodizationMethod.phase - #end if - #if $Apod.apodizationMethod.method == "hanning": - ## Phase - phase $Apod.apodizationMethod.phase - #end if - #if $Apod.apodizationMethod.method == "hamming": - ## Phase - phase $Apod.apodizationMethod.phase - #end if - #if $Apod.apodizationMethod.method == "blockexp": - ## Proportion of signal in the window - rectRatio $Apod.apodizationMethod.rectRatio - expLB $Apod.apodizationMethod.expLB - #end if - #if $Apod.apodizationMethod.method == "blockcos2": - ## Proportion of signal in the window - rectRatio $Apod.apodizationMethod.rectRatio - #end if - #if $Apod.apodizationMethod.method == "gauss": - ## Line broadening for the gaussian window - gaussLB $Apod.apodizationMethod.gaussLB - #end if - - ## Fourier transform - ## Graphical display - FTGraph $FT.FTGraph - - ## Zero order phase correction - ## Graphical display - ZeroOPCGraph $ZOPC.ZeroOPCGraph - - zeroOrderPhaseMethod $ZOPC.zeroOrderPhaseMethod - - excludeZoneZeroPhase.choice ${ZOPC.excludeZoneZeroPhase.choice} + ## Graphical display + SSGraph $SS.SSGraph + + + ## Apodization + ## Graphical display + ApodGraph $Apod.ApodGraph + + apodizationMethod $Apod.apodizationMethod.method + #if $Apod.apodizationMethod.method == "exp": + ## Line broadening for the exponential window + expLB $Apod.apodizationMethod.expLB + #end if + #if $Apod.apodizationMethod.method == "cos2": + ## Phase + phase $Apod.apodizationMethod.phase + #end if + #if $Apod.apodizationMethod.method == "hanning": + ## Phase + phase $Apod.apodizationMethod.phase + #end if + #if $Apod.apodizationMethod.method == "hamming": + ## Phase + phase $Apod.apodizationMethod.phase + #end if + #if $Apod.apodizationMethod.method == "blockexp": + ## Proportion of signal in the window + rectRatio $Apod.apodizationMethod.rectRatio + expLB $Apod.apodizationMethod.expLB + #end if + #if $Apod.apodizationMethod.method == "blockcos2": + ## Proportion of signal in the window + rectRatio $Apod.apodizationMethod.rectRatio + #end if + #if $Apod.apodizationMethod.method == "gauss": + ## Line broadening for the gaussian window + gaussLB $Apod.apodizationMethod.gaussLB + #end if + + ## Fourier transform + ## Graphical display + FTGraph $FT.FTGraph + + + + + ## Zero order phase correction + ## Graphical display + ZeroOPCGraph $ZOPC.ZeroOPCGraph + + zeroOrderPhaseMethod $ZOPC.zeroOrderPhaseMethod + + excludeZoneZeroPhase.choice ${ZOPC.excludeZoneZeroPhase.choice} #if str($ZOPC.excludeZoneZeroPhase.choice) == "YES": #for $i in $ZOPC.excludeZoneZeroPhase.conditions: excludeZoneZeroPhase_left ${i.excludeZoneZeroPhase_left} excludeZoneZeroPhase_right ${i.excludeZoneZeroPhase_right} #end for - #end if - - ## Shift referencing - ## Graphical display - SRGraph $SR.SRGraph + #end if - ## Definition of the search zone - shiftReferencingRange $SR.shiftReferencingRange.method - #if $SR.shiftReferencingRange.method == "nearvalue": - pctNearValue $SR.shiftReferencingRange.pctNearValue - #end if - #if $SR.shiftReferencingRange.method == "window": - #for $i in $SR.shiftReferencingRange.conditions: - shiftReferencingRangeLeft ${i.shiftReferencingRangeLeft} - shiftReferencingRangeRight ${i.shiftReferencingRangeRight} - #end for - #end if - shiftHandling $SR.shiftHandling - ppmvalue $SR.ppmvalue - - ## Baseline correction - ## Graphical display - BCGraph $BC.BCGraph - - lambdaBc $BC.lambdaBc - pBc $BC.pBc - epsilon $BC.epsilon - - excludeZoneBC.choice ${BC.excludeZoneBC.choice} + ## Shift referencing + ## Graphical display + SRGraph $SR.SRGraph + + ## Definition of the search zone + shiftReferencingRange $SR.shiftReferencingRange.method + #if $SR.shiftReferencingRange.method == "nearvalue": + pctNearValue $SR.shiftReferencingRange.pctNearValue + #end if + #if $SR.shiftReferencingRange.method == "window": + #for $i in $SR.shiftReferencingRange.conditions: + shiftReferencingRangeLeft ${i.shiftReferencingRangeLeft} + shiftReferencingRangeRight ${i.shiftReferencingRangeRight} + #end for + #end if + shiftHandling $SR.shiftHandling + ppmvalue $SR.ppmvalue + + ## Baseline correction + ## Graphical display + BCGraph $BC.BCGraph + + lambdaBc $BC.lambdaBc + pBc $BC.pBc + epsilon $BC.epsilon + + excludeZoneBC.choice ${BC.excludeZoneBC.choice} #if str($BC.excludeZoneBC.choice) == "YES": #for $i in $BC.excludeZoneBC.conditions: excludeZoneBC_left ${i.excludeZoneBC_left} excludeZoneBC_right ${i.excludeZoneBC_right} #end for - #end if - - - ## sets negative intensities to zero - NegativetoZero $NZ.NegativetoZero + #end if - ## final spectra - ## Graphical display - FinalGraph $FinalGraph - - + + ## sets negative intensities to zero + NegativetoZero $NZ.NegativetoZero + + ## final spectra + ## Graphical display + FinalGraph $FinalGraph + + ## Outputs dataMatrix $dataMatrix variableMetadata $variableMetadata - graphOut $graphOut - logOut $logOut + graphOut $graphOut + logOut $logOut + + </command> + + <inputs> + <param name="dataMatrixFid" type="data" label="Data matrix of FIDs" help="" format="tabular" /> + <param name="sampleMetadataFid" type="data" label="Sample metadata matrix" help="" format="tabular" /> + + + <section name="GDC" title="Group Delay Correction" expanded="true"> + <param name="FirstOPCGraph" label="Display the FIDs after 1st order phase correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> + + + <section name="SS" title="Solvent Suppression" expanded="true"> + <param name="lambda" label="Solvent Suppression: Smoothing parameter" type="float" value="1000000" help="Default value is 1e6"/> + + <param name="SSGraph" label="Display the FIDs after solvent suppression?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> + - </command> + <section name="Apod" title="Apodization" expanded="true"> + <conditional name="apodizationMethod" > + <param name="method" label="Apodization: method" type="select" help="Default method is Decreasing Exponential signal. See details below" > + <option value="exp" /> + <option value="cos2" /> + <option value="hanning" /> + <option value="hamming" /> + <option value="blockexp" /> + <option value="blockcos2" /> + <option value="gauss" /> + </param> + <when value="exp"> + <param name="expLB" type="float" label="Line broadening" value="1" help="Default value is 1" /> + </when> + <when value="cos2"> + <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> + </when> + <when value="hanning"> + <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> + </when> + <when value="hamming"> + <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> + </when> + <when value="blockexp"> + <param name="rectRatio" type="float" label="Proportion of signal in the window" value="0.5" help="Default value is 0.5" /> + <param name="expLB" type="float" label="Line broadening" value="1" help="Default value is 1" /> + </when> + <when value="blockcos2"> + <param name="rectRatio" type="float" label="Proportion of signal in the window" value="0.5" help="Default value is 0.5" /> + </when> + <when value="gauss"> + <param name="gaussLB" type="float" label="Line broadening" value="0.3" help="Default value is 0.3" /> + </when> + </conditional> + + <param name="ApodGraph" label="Display the FIDs after Apodization?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> - <inputs> - <param name="dataMatrixFid" type="data" label="Data matrix of FIDs" help="" format="tabular" /> - <param name="sampleMetadataFid" type="data" label="Sample metadata matrix" help="" format="tabular" /> + <section name="FT" title="Fourier Transform" expanded="true"> + <param name="FTGraph" label="Display the Fourier transformed spectra?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> - <section name="GDC" title="Group Delay Correction" expanded="true"> - <param name="FirstOPCGraph" label="Display the FIDs after 1st order phase correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> + <section name="ZOPC" title="Zero Order Phase Correction" expanded="true"> + <param name="zeroOrderPhaseMethod" type="select" label="Zero Order Phase Correction: method" help="Method used to select the angles to rotate the spectra" > + <option value="rms" selected="yes"> rms </option> + <option value="max" > max </option> + </param> + + <conditional name="excludeZoneZeroPhase"> + <param name="choice" type="select" label="Zero Order Phase Correction: exclusion area(s)" help="Choose if you want to exclude particular zone(s)" > + <option value="YES" selected="true" > YES </option> + <option value="NO" > NO </option> + </param> + <when value="YES"> + <repeat name="conditions" title="Exclusion_zone" min="1"> + <param name="excludeZoneZeroPhase_left" label="Excusion zone: left border" type="float" value="5.1" /> + <param name="excludeZoneZeroPhase_right" label="Excusion zone: right border" type="float" value="4.5" /> + </repeat> + </when> + <when value="NO"> + </when> + </conditional> + + <param name="ZeroOPCGraph" label="Display the spectra after the Zero Order Phase Correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> - <section name="SS" title="Solvent Suppression" expanded="true"> - <param name="lambda" label="Solvent Suppression: Smoothing parameter" type="float" value="1000000" help="Default value is 1e6"/> + <section name="SR" title="Shift Referencing" expanded="true"> + <conditional name="shiftReferencingRange" > + <param name="method" label="Shift Referencing: definition of the search zone" type="select" help="Definition of the search zone" > + <option value="nearvalue" /> + <option value="all" /> + <option value="window" /> + </param> + + <when value="all" /> + <when value="nearvalue"> + <param name="pctNearValue" type="float" label="percentage of the ppm axis around the ppm value to look for the reference compound peak" value="0.02" help="Default value is 0.02" /> + </when> + <when value="window"> + <repeat name="conditions" title="Search_zone"> + <param name="shiftReferencingRangeLeft" label="Search zone: left border" type="float" value="1" /> + <param name="shiftReferencingRangeRight" label="Search zone: right border" type="float" value="-1" /> + </repeat> + </when> + </conditional> + + <param name="shiftHandling" type="select" label="Shift Referencing: shiftHandling" help="How to deal with shifts between spectra on their left and right sides" > + <option value="zerofilling" selected="yes"> zerofilling </option> + <option value="cut" > cut </option> + <option value="circular" > circular </option> + </param> + + <param name="ppmvalue" type="float" label="Shift Referencing: the value of the reference peak in ppm" value="0" help="Default value is 0" /> + + + <param name="SRGraph" label="Display the spectra after Shift Referencing?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> + + + <section name="BC" title="Baseline Correction" expanded="true"> + <param name="lambdaBc" type="float" label="Baseline Correction: smoothing parameter" value="100000.0" help="Smoothing parameter, generally 1e5 – 1e8. Default value is 100000" /> + <param name="pBc" type="float" label="Baseline Correction: asymmetry parameter" value="0.05" help="Asymmetry parameter. Default value is 0.05" /> + <param name="epsilon" type="float" label="Baseline Correction: numerical precision for convergence when estimating the baseline" value="0.00000001" help="Numerical precision for convergence when estimating the baseline. Default value is 1e-8" /> + + <conditional name="excludeZoneBC"> + <param name="choice" type="select" label="Baseline Correction: exclusion area(s)" help="Choose if you want to exclude particular zone(s)" > + <option value="YES" > YES </option> + <option value="NO" selected="true" > NO </option> + </param> + <when value="YES"> + <repeat name="conditions" title="Exclusion_zone" min="1"> + <param name="excludeZoneBC_left" label="Excusion zone: left border" type="float" value="5.1" /> + <param name="excludeZoneBC_right" label="Excusion zone: right border" type="float" value="4.5" /> + </repeat> + </when> + <when value="NO"> + </when> + </conditional> + + <param name="BCGraph" label="Display the spectra after Baseline Correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="NO"> NO </option> + <option value="YES"> YES </option> + </param> + </section> + + <section name="NZ" title="Negative intensities to Zero" expanded="true"> + <param name="NegativetoZero" label="Set negative intensities to zero?" type="select" help="If YES, sets negative intensities to zero"> + <option value="NO"> NO </option> + <option value="YES" selected="yes"> YES </option> + </param> + </section> - <param name="SSGraph" label="Display the FIDs after solvent suppression?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> + <param name="FinalGraph" label="Display the final spectra?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> + <option value="YES"> YES </option> + <option value="NO"> NO </option> + </param> + + </inputs> + + <outputs> + <data format="tabular" name="dataMatrix" label="${tool.name}_dataMatrix" /> + <data format="tabular" name="variableMetadata" label="${tool.name}_variableMetadata" /> + <data format="txt" name="logOut" label="${tool.name}_log" /> + <data format="pdf" name="graphOut" label="${tool.name}_graph" /> + </outputs> - <section name="Apod" title="Apodization" expanded="true"> - <conditional name="apodizationMethod" > - <param name="method" label="Apodization: method" type="select" help="Default method is Decreasing Exponential signal. See details below" > - <option value="exp" /> - <option value="cos2" /> - <option value="hanning" /> - <option value="hamming" /> - <option value="blockexp" /> - <option value="blockcos2" /> - <option value="gauss" /> - </param> - <when value="exp"> - <param name="expLB" type="float" label="Line broadening" value="1" help="Default value is 1" /> - </when> - <when value="cos2"> - <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> - </when> - <when value="hanning"> - <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> - </when> - <when value="hamming"> - <param name="phase" type="float" label="Phase" value="0" help="Default value is 0" /> - </when> - <when value="blockexp"> - <param name="rectRatio" type="float" label="Proportion of signal in the window" value="0.5" help="Default value is 0.5" /> - <param name="expLB" type="float" label="Line broadening" value="1" help="Default value is 1" /> - </when> - <when value="blockcos2"> - <param name="rectRatio" type="float" label="Proportion of signal in the window" value="0.5" help="Default value is 0.5" /> - </when> - <when value="gauss"> - <param name="gaussLB" type="float" label="Line broadening" value="0.3" help="Default value is 0.3" /> - </when> - </conditional> - - <param name="ApodGraph" label="Display the FIDs after Apodization?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> - - <section name="FT" title="Fourier Transform" expanded="true"> - <param name="FTGraph" label="Display the Fourier transformed spectra?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> - - <section name="ZOPC" title="Zero Order Phase Correction" expanded="true"> - <param name="zeroOrderPhaseMethod" type="select" label="Zero Order Phase Correction: method" help="Method used to select the angles to rotate the spectra" > - <option value="rms" selected="yes"> rms </option> - <option value="max" > max </option> - </param> - <conditional name="excludeZoneZeroPhase"> - <param name="choice" type="select" label="Zero Order Phase Correction: exclusion area(s)" help="Choose if you want to exclude particular zone(s)" > - <option value="YES" selected="true" > YES </option> - <option value="NO" > NO </option> - </param> - <when value="YES"> - <repeat name="conditions" title="Exclusion_zone" min="1"> - <param name="excludeZoneZeroPhase_left" label="Excusion zone: left border" type="float" value="5.1" /> - <param name="excludeZoneZeroPhase_right" label="Excusion zone: right border" type="float" value="4.5" /> - </repeat> - </when> - <when value="NO"> - </when> - </conditional> - - <param name="ZeroOPCGraph" label="Display the spectra after the Zero Order Phase Correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> - - <section name="SR" title="Shift Referencing" expanded="true"> - <conditional name="shiftReferencingRange" > - <param name="method" label="Shift Referencing: definition of the search zone" type="select" help="Definition of the search zone" > - <option value="nearvalue" /> - <option value="all" /> - <option value="window" /> - </param> - - <when value="all" /> - <when value="nearvalue"> - <param name="pctNearValue" type="float" label="percentage of the ppm axis around the ppm value to look for the reference compound peak" value="0.02" help="Default value is 0.02" /> - </when> - <when value="window"> - <repeat name="conditions" title="Search_zone"> - <param name="shiftReferencingRangeLeft" label="Search zone: left border" type="float" value="1" /> - <param name="shiftReferencingRangeRight" label="Search zone: right border" type="float" value="-1" /> - </repeat> - </when> - </conditional> - - <param name="shiftHandling" type="select" label="Shift Referencing: shiftHandling" help="How to deal with shifts between spectra on their left and right sides" > - <option value="zerofilling" selected="yes"> zerofilling </option> - <option value="cut" > cut </option> - <option value="circular" > circular </option> - </param> - - <param name="ppmvalue" type="float" label="Shift Referencing: the value of the reference peak in ppm" value="0" help="Default value is 0" /> - - <param name="SRGraph" label="Display the spectra after Shift Referencing?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> + <tests> + <test> + <param name="dataMatrixFid" value="NMR_ReadFids_dataMatrix.tabular"/> + <param name="sampleMetadataFid" value="sampleMetadata.tabular"/> + + <param name="FirstOPCGraph" value="NO"/> + + <param name="lambda" value="1000000" /> + <param name="SSGraph" value="NO"/> + + <conditional name="apodizationMethod"> + <param name="method" value="exp" /> + <param name="expLB" value="1" /> + </conditional> + <param name="ApodGraph" value="NO"/> + + <param name="FTGraph" value="NO"/> + + <param name="zeroOrderPhaseMethod" value="rms" /> + + <conditional name="excludeZoneZeroPhase" > + <param name="choice" value="YES" /> + <param name="conditions_0|excludeZoneZeroPhase_left" value="5.1" /> + <param name="conditions_0|excludeZoneZeroPhase_right" value="4.5" /> + </conditional> + <param name="ZeroOPCGraph" value="NO"/> + + <conditional name="shiftReferencingRange"> + <param name="method" value="nearvalue"/> + <param name="pctNearValue" value="0.02"/> + </conditional> + <param name="shiftHandling" value= "zerofilling"/> + <param name="ppmvalue" value="0" /> + <param name="SRGraph" value="NO"/> + + <param name="lambdaBc" value="100000.0" /> + <param name="pBc" value="0.05" /> + <param name="epsilon" value="0.00000001"/> + <param name="BCGraph" value="NO"/> + + <param name="NegativetoZero" value="YES" /> + + <param name="FinalGraph" value="YES" /> + + <output name="dataMatrix" value="NMR_Preprocessing_dataMatrix.tabular" /> + + </test> + </tests> + - <section name="BC" title="Baseline Correction" expanded="true"> - <param name="lambdaBc" type="float" label="Baseline Correction: smoothing parameter" value="100000.0" help="Smoothing parameter, generally 1e5 – 1e8. Default value is 100000" /> - <param name="pBc" type="float" label="Baseline Correction: asymmetry parameter" value="0.05" help="Asymmetry parameter. Default value is 0.05" /> - <param name="epsilon" type="float" label="Baseline Correction: numerical precision for convergence when estimating the baseline" value="0.00000001" help="Numerical precision for convergence when estimating the baseline. Default value is 1e-8" /> - - <conditional name="excludeZoneBC"> - <param name="choice" type="select" label="Baseline Correction: exclusion area(s)" help="Choose if you want to exclude particular zone(s)" > - <option value="YES" > YES </option> - <option value="NO" selected="true" > NO </option> - </param> - <when value="YES"> - <repeat name="conditions" title="Exclusion_zone" min="1"> - <param name="excludeZoneBC_left" label="Excusion zone: left border" type="float" value="5.1" /> - <param name="excludeZoneBC_right" label="Excusion zone: right border" type="float" value="4.5" /> - </repeat> - </when> - <when value="NO"> - </when> - </conditional> - - <param name="BCGraph" label="Display the spectra after Baseline Correction?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="NO"> NO </option> - <option value="YES"> YES </option> - </param> - </section> - - <section name="NZ" title="Negative intensities to Zero" expanded="true"> - <param name="NegativetoZero" label="Set negative intensities to zero?" type="select" help="If YES, sets negative intensities to zero"> - <option value="NO"> NO </option> - <option value="YES" selected="yes"> YES </option> - </param> - </section> - - <param name="FinalGraph" label="Display the final spectra?" type="select" help="Select 'YES' to display the spectra or 'NO' to not display them "> - <option value="YES"> YES </option> - <option value="NO"> NO </option> - </param> - - </inputs> - - <outputs> - <data format="tabular" name="dataMatrix" label="${tool.name}_dataMatrix" /> - <data format="tabular" name="variableMetadata" label="${tool.name}_variableMetadata" /> - <data format="txt" name="logOut" label="${tool.name}_log" /> - <data format="pdf" name="graphOut" label="${tool.name}_graph" /> - </outputs> - <tests> - <test> - <param name="dataMatrixFid" value="NMR_ReadFids_dataMatrix.tabular"/> - <param name="sampleMetadataFid" value="sampleMetadata.tabular"/> - <section name="GDC"> - <param name="FirstOPCGraph" value="NO"/> - </section> - <section name="SS"> - <param name="lambda" value="1000000" /> - <param name="SSGraph" value="NO"/> - </section> - <section name="Apod"> - <conditional name="apodizationMethod"> - <param name="method" value="exp" /> - <param name="expLB" value="1" /> - </conditional> - <param name="ApodGraph" value="NO"/> - </section> - <section name="FT"> - <param name="FTGraph" value="NO"/> - </section> - <section name="ZOPC"> - <param name="zeroOrderPhaseMethod" value="rms" /> - <conditional name="excludeZoneZeroPhase" > - <param name="choice" value="YES" /> - <param name="conditions_0|excludeZoneZeroPhase_left" value="5.1" /> - <param name="conditions_0|excludeZoneZeroPhase_right" value="4.5" /> - </conditional> - <param name="ZeroOPCGraph" value="NO"/> - </section> - <section name="SR"> - <conditional name="shiftReferencingRange"> - <param name="method" value="nearvalue"/> - <param name="pctNearValue" value="0.02"/> - </conditional> - <param name="shiftHandling" value= "zerofilling"/> - <param name="ppmvalue" value="0" /> - <param name="SRGraph" value="NO"/> - </section> - <section name="BC"> - <param name="lambdaBc" value="100000.0" /> - <param name="pBc" value="0.05" /> - <param name="epsilon" value="0.00000001"/> - <param name="BCGraph" value="NO"/> - </section> - <section name="NZ"> - <param name="NegativetoZero" value="YES" /> - </section> - <param name="FinalGraph" value="YES" /> - <output name="dataMatrix" value="NMR_Preprocessing_dataMatrix.tabular" /> - </test> - </tests> + <help> + +.. class:: infomark + +**Authors** - <help> +Manon Martin (manon.martin@uclouvain.be) and Marie Tremblay-Franco (marie.tremblay-franco@inra.fr; Galaxy integration) + -@HELP_AUTHORS@ +.. class:: infomark + + ===================== @@ -432,6 +442,7 @@ Input files ----------- + +--------------------------------+-----------------+ | File | Format | +================================+=================+ @@ -439,19 +450,19 @@ +--------------------------------+-----------------+ |2 : sampleMetadata | tabular | +--------------------------------+-----------------+ - + +| + **dataMatrix file** - sample x variable matrix with tabular separations and "." as decimal; the table must not contain metadata apart from row and column names; the row names must be identical to the rownames of the sample metadata. **sampleMetadata file** - sample x metadata matrix with tabular separations and "." as decimal for numeric metadata and NA for missing values. ---------------------- - Steps parameters + Steps parameters ---------------------- **Solvent Suppression** @@ -511,9 +522,9 @@ * zerofilling: The extremities at which a spectrum is not defined are replaced by 0. It makes sense since in practice the spectrum is close to zero at the extremities. -* NAfilling: The extremities at which a spectrum is not defined are replaced by NA. +* NAfilling: The extremities at which a spectrum is not defined are replaced by NA. -* circular: The spectra are shifted circularly which means that the end of a spectrum is reproduced at the beginning. +* circular: The spectra are shifted circularly which means that the end of a spectrum is reproduced at the beginning. * cut: The ppm values for which some spectra are not defined are removed. @@ -529,7 +540,7 @@ **Asymmetry parameter**: the smaller it is, the less the estimated baseline will try to follow peaks when it is under the spectrum and the more it will try to be under the spectrum. -**numerical precision**: numerical precision for convergence when estimating the baseline. +**numerical precision**: numerical precision for convergence when estimating the baseline. **Exclusion area(s) for the Baseline Correction**: enables to optimize the criterion with excluded spectral window(s), by default the water region is excluded. @@ -537,7 +548,6 @@ **Negative intensities to Zero** ------------------------------------ - **Set negative intensities to zero**: the set of negative intensities to zero is optional. @@ -546,30 +556,36 @@ ------------ NMR_Preprocessing_dataMatrix - | tabular output - | Data matrix with n rows (descriptors) and p columns (samples) containing the preprocessed spectra. - | + | tabular output + | Data matrix with n rows (descriptors) and p columns (samples) containing the preprocessed spectra. + | NMR_Preprocessing_variableMetadata - | tabular output - | Data matrix with 1 row (ppm value) and p columns (descriptors). - | - + | tabular output + | Data matrix with 1 row (ppm value) and p columns (descriptors). + | + NMR_Preprocessing_log - | text output - | Contains warnings and the input parameters - | - + | text output + | Contains warnings and the input parameters + | + NMR_Preprocessing_graph.pdf - | pdf output - | line plots of preprocessed spectra - | - + | pdf output + | line plots of preprocessed spectra + | -@HELP_CHANGELOG@ - - </help> - - <expand macro="citation" /> - + </help> + + <citations> + + <citation type="bibtex">@PhDThesis{Rousseau2011, + title = {Statistical contribution to the analysis of metabonomics data in $^1$H NMR spectroscopy}, + author = {Rousseau, R.}, + school = {Institut de Statistique, Biostatistique et Sciences Actuarielles, Universit{\'e} catholique de Louvain}, + year = {2011}} + </citation> + + </citations> + </tool>
--- a/nmr_preprocessing/README.rst Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/README.rst Thu Aug 09 04:08:30 2018 -0400 @@ -1,7 +1,7 @@ Changelog/News -------------- -**Version 3.2.0** +**Version 2017-11-28 - 28/11/2017** * Updated R scripts and the help section of NMR_ReadFids and NMR_preprocessing * Added sections @@ -14,6 +14,10 @@ * Switched Internal Referencing (goes second) and Zero Order Phase Correction (goes first) -**Version 3.1.0** + +**Version 2017-02-13 - 13/02/2017** +* Implementation of NMR_ReadFids and NMR_preprocessing -* Implementation of NMR_ReadFids and NMR_preprocessing + +Test Status +-----------
--- a/nmr_preprocessing/ReadFids_xml.xml Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/ReadFids_xml.xml Thu Aug 09 04:08:30 2018 -0400 @@ -1,75 +1,81 @@ -<tool id="NMR_Read" name="NMR_Read" version="@WRAPPER_VERSION@"> - <description> Read Bruker NMR raw files</description> - - <macros> - <import>macros.xml</import> - </macros> - - <expand macro="requirements" /> - - <expand macro="stdio"/> - - <command> - ## Wrapper +<tool id="NMR_Read" name="NMR_Read" version="1.2.0"> + <description> Read Bruker NMR raw files</description> + + <stdio> + <exit_code range="1:" level="fatal" /> + </stdio> + + <command> + ## Wrapper Rscript $__tool_directory__/ReadFids_wrapper.R - ## File input + ## File input fidzipfile $fidzipfile - - ## Title line - title_line $title_line - - ## Subdirectories - subdirectories $subdirectories - - ## Use subdirectories names as FID names? - dirs_names $dirs_names + + ## Title line + title_line $title_line + + ## Subdirectories + subdirectories $subdirectories + + ## Use subdirectories names as FID names? + dirs_names $dirs_names ## Outputs dataMatrix $dataMatrix sampleMetadata $sampleMetadata logOut $logOut graphOut $graphOut - - </command> - - <inputs> - <param name="fidzipfile" type="data" format="no_unzip.zip" label="Bruker FID file" /> - <param name="title_line" label="Specify the line in the title file to recover the FID names (usually in pdata/1/title)" type="integer" value="1" size="100" help="Default value is line 1"/> + + </command> + + <inputs> + <param name="fidzipfile" type="data" format="no_unzip.zip" label="Bruker FID file" /> + + <param name="title_line" label="Specify the line in the title file to recover the FID names (usually in pdata/1/title)" type="integer" value="1" size="100" help="Default value is line 1"/> <param name="subdirectories" label="Presence of subdirectories?" type="select" help="Select 'FALSE' when there is no subdirectories, 'TRUE' if there are subdirectories"> <option value="FALSE"> FALSE </option> <option value="TRUE"> TRUE </option> </param> - + <param name="dirs_names" label="Use (sub)directories names as FID names?" type="select" help="Select 'TRUE' to use the subdirectories names as the FID names (instead of looking in the title file)"> <option value="FALSE"> FALSE </option> <option value="TRUE"> TRUE </option> </param> - </inputs> + </inputs> - <outputs> - <data format="tabular" name="dataMatrix" label="${tool.name}_dataMatrix" /> - <data format="tabular" name="sampleMetadata" label="${tool.name}_sampleMetadata" /> - <data format="txt" name="logOut" label="${tool.name}_log" /> - <data format="pdf" name="graphOut" label="${tool.name}_graph" /> - </outputs> + + + <outputs> + <data format="tabular" name="dataMatrix" label="${tool.name}_dataMatrix" /> + <data format="tabular" name="sampleMetadata" label="${tool.name}_sampleMetadata" /> + <data format="txt" name="logOut" label="${tool.name}_log" /> + <data format="pdf" name="graphOut" label="${tool.name}_graph" /> + </outputs> - <tests> + <tests> <test> <param name="fidzipfile" value="MTBLS1.zip" ftype="zip" /> <param name="title_line" value="1" /> <param name="subdirectories" value="TRUE" /> <param name="dirs_names" value="TRUE" /> - + <output name="dataMatrix" value="NMR_ReadFids_dataMatrix.tabular" /> + </test> - </tests> + </tests> + + + + <help> - <help> +.. class:: infomark -@HELP_AUTHORS@ +**Authors** Manon Martin (manon.martin@uclouvain.be) and Marie Tremblay-Franco (marie.tremblay-franco@inra.fr; Galaxy integration) + +.. class:: infomark ============= @@ -143,43 +149,43 @@ ---------- FID Title line - | Line in the acqus file to find the FID title (name) - | + | Line in the acqus file to find the FID title (name) + | subdirectories - | Organization of individual's files - | TRUE: will search inside subdirectories for FIDs and will merge them to have unique FID and info matrices. - | - + | Organization of individual's files + | TRUE: will search inside subdirectories for FIDs and will merge them to have unique FID and info matrices. + | + dirs_names - | Use the (sub)directories names as FID names? - | - - + | Use the (sub)directories names as FID names? + | + + ------------ Output files ------------ NMR_Read_dataMatrix - | tabular output - | Data matrix with n rows (samples) and p columns (time) containing the raw FIDs. - | + | tabular output + | Data matrix with n rows (samples) and p columns (time) containing the raw FIDs. + | NMR_Read_sampleMetadata - | tabular output - | Data matrix with n rows (samples) containing the acquisition parameters for each sample. - | - + | tabular output + | Data matrix with n rows (samples) containing the acquisition parameters for each sample. + | + NMR_Read_log - | Text output - | Contains warnings - | - + | Text output + | Contains warnings + | + NMR_Read_graph - | pdf output - | line plots of FID - | + | pdf output + | line plots of FID + | Creating the zip file @@ -189,7 +195,8 @@ Must contain at least the following files for every sample: fid, acqu and acqus -.. image:: ./static/images/ReadFids.png +.. image:: ./static/images/ReadFids.png + :height: 400 @@ -202,10 +209,20 @@ (4) don't use title file and no sub-directories: subdirectories = FALSE, dirs_names = TRUE -@HELP_CHANGELOG@ - </help> - - <expand macro="citation" /> - + </help> + + + <citations> + + <citation type="bibtex">@PhDThesis{Rousseau2011, + title = {Statistical contribution to the analysis of metabonomics data in $^1$H NMR spectroscopy}, + author = {Rousseau, R.}, + school = {Institut de Statistique, Biostatistique et Sciences Actuarielles, Universit{\'e} catholique de Louvain}, + year = {2011}} + </citation> + + </citations> + + </tool>
--- a/nmr_preprocessing/test-data/NMR_Preprocessing_dataMatrix.tabular Wed Apr 11 05:32:23 2018 -0400 +++ b/nmr_preprocessing/test-data/NMR_Preprocessing_dataMatrix.tabular Thu Aug 09 04:08:30 2018 -0400 @@ -1,34941 +1,17493 @@ ADG10003u_007 ADG10003u_009 ADG10003u_015 ADG10003u_017 ADG10003u_021 -<<<<<<< HEAD -14.7722158796892 0 440513.532234769 206138.121855941 386826.808374734 92280.0131501408 -14.7716051547065 0 438297.908551098 205525.154993051 384756.026954071 91945.8093173809 -14.7709944297239 0 436082.064610661 204912.0850611 382685.052120003 0 -14.7703837047413 0 433865.561007737 204298.706228449 380613.498081113 0 -14.7697729797587 30144.8119983755 431647.740295574 203684.710207419 378540.787703458 23696.6165445194 -14.769162254776 0 429427.728094639 203069.686560974 0 7754.08402369477 -14.7685515297934 5926.73644284898 427204.434201527 0 0 19590.6029616454 -14.7679408048108 36986.2255620162 0 0 0 25058.0694442252 -14.7673300798282 70143.6115586768 0 6942.80166939506 0 0 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