Mercurial > repos > melpetera > corr_table
changeset 1:29ec7e3afdd4 draft
Uploaded
| author | melpetera |
|---|---|
| date | Thu, 01 Aug 2019 11:30:58 -0400 |
| parents | b22c453e4cf4 |
| children | 2173ad5e7750 |
| files | CorrTable/Corr.xml CorrTable/Corr_Script_samples_row.R CorrTable/Corr_wrap.r CorrTable/README.md CorrTable/test-data/input1_tab1.tabular CorrTable/test-data/input1_tab2.txt CorrTable/test-data/input2_dataMatrix_500.txt CorrTable/test-data/output1_CT_plot.pdf CorrTable/test-data/output1_CorrTable.tabular CorrTable/test-data/output2_CorrTable.tabular |
| diffstat | 10 files changed, 1796 insertions(+), 78 deletions(-) [+] |
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--- a/CorrTable/Corr.xml Thu Oct 11 05:35:55 2018 -0400 +++ b/CorrTable/Corr.xml Thu Aug 01 11:30:58 2019 -0400 @@ -1,4 +1,4 @@ -<tool id="corrtable" name="Between-table Correlation" version="0.0.0"> +<tool id="corrtable" name="Between-table Correlation" version="1.0.0"> <description>Correlation table between two tables and graphic representation </description> <requirements> <requirement type="package" version="1.1_4">r-batch</requirement> @@ -33,18 +33,23 @@ reorder_var "$out_section.reorder_var" - color_heatmap "${out_section.heatmap_cond.color_heatmap}" - #if str($out_section.heatmap_cond.color_heatmap) == 'yes' : - type_classes "${out_section.heatmap_cond.typeclass_cond.type_classes}" - #if str($out_section.heatmap_cond.typeclass_cond.type_classes) == 'regular' : - reg_class_value "${out_section.heatmap_cond.typeclass_cond.reg_class_value}" - #elif str($out_section.heatmap_cond.typeclass_cond.type_classes) == 'irregular' : - irreg_class_vect "${out_section.heatmap_cond.typeclass_cond.irreg_class_vect}" - #end if + plot_choice "$out_section.plot_cond.plot_choice" + #if str($out_section.plot_cond.plot_choice) == 'none' : + tabcorr_out "$tabcorr_out" + #else: + color_heatmap "${out_section.plot_cond.heatmap_cond.color_heatmap}" + #if str($out_section.plot_cond.heatmap_cond.color_heatmap) == 'yes' : + type_classes "${out_section.plot_cond.heatmap_cond.typeclass_cond.type_classes}" + #if str($out_section.plot_cond.heatmap_cond.typeclass_cond.type_classes) == 'regular' : + reg_class_value "${out_section.plot_cond.heatmap_cond.typeclass_cond.reg_class_value}" + #elif str($out_section.plot_cond.heatmap_cond.typeclass_cond.type_classes) == 'irregular' : + irreg_class_vect "${out_section.plot_cond.heatmap_cond.typeclass_cond.irreg_class_vect}" + #end if + #end if + tabcorr_out "$tabcorr_out" + heatmap_out "$heatmap_out" #end if - - tabcorr_out "$tabcorr_out" - heatmap_out "$heatmap_out" + </command> @@ -118,55 +123,142 @@ </conditional> </section> - <section name="out_section" title="Graphical outputs" expanded="False"> + <section name="out_section" title="Output options" expanded="False"> <param name="reorder_var" label="Reorder variables (using Hierarchical Cluster Analysis)" type="select" display="radio" help=""> <option value="no">No</option> <option value="yes">Yes</option> </param> - <conditional name="heatmap_cond"> - <param name="color_heatmap" label="Colored correlation table strategy" type="select" display="radio" help="Standard corresponds to a scale with a smooth gradient between three colors: red, white and green (continuous case). Customized creates classes for the correlation coefficients - the scale has discrete values."> - <option value="no">Standard</option> - <option value="yes">Customized</option> + <conditional name="plot_cond"> + <param name="plot_choice" label="PDF output" type="select" help="To determine whether a colored correlation table is plotted."> + <option value="auto">Default</option> + <option value="forced">Always plot a colored table</option> + <option value="none">No colored table</option> </param> - <when value="yes"> - <conditional name="typeclass_cond"> - <param name="type_classes" label="Choose the type of classes" type="select" display="radio" help="Regular means the classes have the same size. Irregular means it is possible to choose any intervals." > - <option value="regular">Regular classes</option> - <option value="irregular">Irregular classes</option> - </param> + <when value="auto"> + <conditional name="heatmap_cond"> + <param name="color_heatmap" label="Colored correlation table strategy" type="select" display="radio" help="Standard corresponds to a scale with a smooth gradient between three colors: red, white and green (continuous case). Customized creates classes for the correlation coefficients - the scale has discrete values."> + <option value="no">Standard</option> + <option value="yes">Customized</option> + </param> + + <when value="yes"> + <conditional name="typeclass_cond"> + <param name="type_classes" label="Choose the type of classes" type="select" display="radio" help="Regular means the classes have the same size. Irregular means it is possible to choose any intervals." > + <option value="regular">Regular classes</option> + <option value="irregular">Irregular classes</option> + </param> + + <when value="regular"> + <param name="reg_class_value" label="Class size" type="float" value="" help="Must be between 0 and 1" /> + </when> - <when value="regular"> - <param name="reg_class_value" label="Class size" type="float" value="" help="Must be between 0 and 1" /> - </when> - - <when value="irregular"> - <param name="irreg_class_vect" label="Vector with values for classes" type="text" value="" help="The vector must be of the following form: (value1,value2,value3,..). The values must be between -1 and 1 not included. For example: (-0.8,-0.5,-0.4,0,0.4,0.5,0.8)." /> - </when> - </conditional> + <when value="irregular"> + <param name="irreg_class_vect" label="Vector with values for classes" type="text" value="" help="The vector must be of the following form: (value1,value2,value3,..). The values must be between -1 and 1 not included. For example: (-0.8,-0.5,-0.4,0,0.4,0.5,0.8)." /> + </when> + </conditional> + </when> + + <when value ="no"> + </when> + + </conditional> </when> - <when value ="no"> + <when value ="forced"> + <conditional name="heatmap_cond"> + <param name="color_heatmap" label="Colored correlation table strategy" type="select" display="radio" help="Standard corresponds to a scale with a smooth gradient between three colors: red, white and green (continuous case). Customized creates classes for the correlation coefficients - the scale has discrete values."> + <option value="no">Standard</option> + <option value="yes">Customized</option> + </param> + + <when value="yes"> + <conditional name="typeclass_cond"> + <param name="type_classes" label="Choose the type of classes" type="select" display="radio" help="Regular means the classes have the same size. Irregular means it is possible to choose any intervals." > + <option value="regular">Regular classes</option> + <option value="irregular">Irregular classes</option> + </param> + + <when value="regular"> + <param name="reg_class_value" label="Class size" type="float" value="" help="Must be between 0 and 1" /> + </when> + + <when value="irregular"> + <param name="irreg_class_vect" label="Vector with values for classes" type="text" value="" help="The vector must be of the following form: (value1,value2,value3,..). The values must be between -1 and 1 not included. For example: (-0.8,-0.5,-0.4,0,0.4,0.5,0.8)." /> + </when> + </conditional> + </when> + + <when value ="no"> + </when> + + </conditional> </when> + + <when value ="none"> + </when> + </conditional> + + </section> </inputs> <outputs> <data name="tabcorr_out" label="CorrTable" format="tabular" /> - <data name="heatmap_out" label="CT_plot" format="pdf" /> + <data name="heatmap_out" label="CT_plot" format="pdf" > + <filter>out_section['plot_cond']['plot_choice'] == 'auto' or out_section['plot_cond']['plot_choice'] == 'forced'</filter> + </data> </outputs> + + <tests> + <test> + <param name="tab1_in" value="input1_tab1.tabular"/> + <param name="tab1_samples" value="column"/> + <param name="tab2_in" value="input1_tab2.txt"/> + <param name="tab2_samples" value="row"/> + <param name="corr_method" value="pearson"/> + <param name="test_corr" value="no"/> + <param name="filter" value="yes"/> + <param name="filters_choice" value="filters_0_thr"/> + <param name="threshold" value="0.3"/> + <param name="reorder_var" value="no"/> + <param name="plot_choice" value="auto"/> + <param name="color_heatmap" value="yes"/> + <param name="type_classes" value="irregular"/> + <param name="irreg_class_vect" value="(-0.8,-0.7,-0.5,-0.4,-0.3,-0.2,0,0.2,0.3,0.4,0.5,0.7,0.8)"/> + <output name="tabcorr_out" file="output1_CorrTable.tabular"/> + <output name="heatmap_out" file="output1_CT_plot.pdf"/> + </test> + <test> + <param name="tab1_in" value="input2_dataMatrix_500.txt"/> + <param name="tab1_samples" value="column"/> + <param name="tab2_in" value="input2_dataMatrix_500.txt"/> + <param name="tab2_samples" value="column"/> + <param name="corr_method" value="pearson"/> + <param name="test_corr" value="no"/> + <param name="filter" value="yes"/> + <param name="filters_choice" value="filters_0_thr"/> + <param name="threshold" value="0.7"/> + <param name="reorder_var" value="no"/> + <param name="plot_choice" value="auto"/> + <param name="color_heatmap" value="no"/> + <output name="tabcorr_out" file="output2_CorrTable.tabular"/> + </test> + </tests> + + <help> .. class:: infomark **Author:** Ophelie Barbet for original code (PFEM - INRA) -Maintainer: Melanie Petera (PFEM - INRA - MetaboHUB) +**Maintainer:** Melanie Petera (PFEM - INRA - MetaboHUB) --------------------------------------------------- @@ -204,14 +296,12 @@ Positions of samples in table 1 and table 2 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | Essential to correctly calculate the correlations. - | Method for calculating the correlation coefficients ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | - 'Pearson': Measures the intensity of the linear association between two continuous variables. - | - The 'Spearman' and 'Kendall' methods are explained in the R documentation of the 'cor' function as follows: " Kendall's tau or Spearman's rho statistic is used to estimate a rank-based measure of association. These are more robust and have been recommended if the data do not necessarily come from a bivariate normal distribution.". - | - + | - The 'Spearman' and 'Kendall' methods are explained in the R documentation of the 'cor' function as follows: " Kendall's tau or Spearman's rho statistic is used to estimate a rank-based measure of association. These are more robust and have been recommended if the data do not necessarily come from a bivariate normal distribution.". + Significance test for the correlation coefficients ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | This test is performed on each correlation coefficient, with the following hypotheses: @@ -219,7 +309,6 @@ | H1: The correlation coefficient is significantly different from zero. | | Coefficients whose null hypothesis (H0) are not rejected are replaced by zeros in the correlation table. - | | **Method for multiple testing correction (only if significance test is 'Yes'):** | The 7 methods implemented in the 'p.adjust' R function are available and documented as follows: @@ -233,7 +322,6 @@ Filter the correlation table ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | Allows to reduce the correlation table size by keeping only variables considered relevant. - | | **Choose the filters to apply (only if filter is 'Yes'):** | - 'Only zero filter': Remove variables with all their correlation coefficients equal to zero. @@ -241,25 +329,34 @@ | *Choose a threshold (only threshold filter is used):* A value between 0 and 1. | + +Output options +^^^^^^^^^^^^^^ + | Allows to set some parameters for the correlation table output and the pdf file. -Reorder variables using Hierarchical Cluster Analysis (HCA) -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - | Allows the most linked variables to be close in the correlation table. - | A HCA is performed on each input tables, with: - | - 1 - correlation coefficient, as distance - | - Ward as aggregation method. - | +| **Reorder variables using Hierarchical Cluster Analysis (HCA):** +| Allows the most linked variables to be close in the correlation table. +| A HCA is performed on each input tables, with: +| - 1 - correlation coefficient, as distance +| - Ward as aggregation method. +| - +| **PDF output:** To determine whether a colored correlation table is plotted. +| - 'Default': generates a pdf file with a colored correlation table if the filtered table has no dimension above 1000 (number of lines or columns). +| - 'Always plot a colored table': used when you are not afraid of huge colored correlation table; to be used wisely. +| - 'No colored table': the module will generate the correlation table in tabular format only (no pdf file). +| + Colored correlation table strategy ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - | Allows to create a colored correlation table. Variables of table 1 and variables of table 2 are related using colored rectangles. - | About the colors, the negative correlations are in red, more or less intense according to their position between -1 and 0, and the positive correlations in green, more or less intense according to their position between 0 and 1. The coefficients equal to 0 are in white. - | - 'Standard': the graphical representation has a scale with a smooth gradient between three colors: red, white and green. - | - 'Customized': the colored correlation table has coefficient classes. It is possible to create regular or irregular classes. The scale is discreet. - | - + | *Only available when* **PDF output** *is set to 'Default' or 'Always plot a colored table'.* + | Allows to create a colored correlation table. Variables of table 1 and variables of table 2 are related using colored rectangles. + | About the colors, the negative correlations are in red, more or less intense according to their position between -1 and 0, and the positive correlations in green, more or less intense according to their position between 0 and 1. The coefficients equal to 0 are in white. + | - 'Standard': the graphical representation has a scale with a smooth gradient between three colors: red, white and green. + | - 'Customized': the colored correlation table has coefficient classes. It is possible to create regular or irregular classes. The scale is discreet. + | **Choose the type of classes (only if colored correlation table strategy is 'Customized'):** +| | - 'Regular': classes are all (or almost) the same size. | To realize these intervals, we start from 1 to go to 0 by taking a step of the size chosen by the user, and we make the symmetry for -1 towards 0. If the last step does not fall on the 0 value, we create a class between this last value and 0, smaller in size than the others. It is important to specify that 0 represents a class on its own, which is assigned the color white for the heatmap. @@ -267,7 +364,6 @@ | *Size of classes (if regular classes):* A value between 0 and 1. | Example: if the size is 0.4, classes are [-1;-0.6], ]-0.6;-0.2], ]-0.2;0[, 0, ]0;0.2], ]0.2;0.6] and ]0.6;1]. -| | - 'Irregular': classes have variable lengths. | It is possible to do as many classes as you want, and of any size. There is not necessarily symmetry between -1 and 0, and 0 and 1. You can choose to have a white class with only 0, or an interval which contains the value 0. @@ -276,7 +372,7 @@ | Example: if the vector is (-0.8,-0.5,-0.4,0,0.4,0.5,0.8), the classes are [-1;-0.8], ]-0.8;-0.5], ]-0.5;-0.4], ]-0.4;0[, 0, ]0;0.4], ]0.4;0.5], ]0.5;0.8] and ]0.8;1]. | - + ------------ Output files @@ -291,7 +387,7 @@ Heatmap (colored correlation table) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | Pdf output - | Colored representation of the correlation table. The coefficients are replaced by colors. A coefficient close to -1 is red, close to 0 white, and close to 1 in green. + | Colored representation of the correlation table. The coefficients are replaced by colors. A coefficient close to -1 is red, close to 0 white, and close to 1 green. |
--- a/CorrTable/Corr_Script_samples_row.R Thu Oct 11 05:35:55 2018 -0400 +++ b/CorrTable/Corr_Script_samples_row.R Thu Aug 01 11:30:58 2019 -0400 @@ -2,7 +2,7 @@ # CORRELATION TABLE # # # # # - # Input : 2 tables with common samples # + # Input : 2 tables with shared samples # # Output : Correlation table ; Heatmap (pdf) # # # # Dependencies : Libraries "ggplot2" and "reshape2" # @@ -13,11 +13,8 @@ # Parameters (for dev) if(FALSE){ - rm(list = ls()) - setwd(dir = "Y:/Developpement") - - tab1.name <- "Test/Ressources/Inputs/CT2_DM.tabular" - tab2.name <- "Test/Ressources/Inputs/CT2_base_Diapason_14ClinCES_PRIN.txt" + tab1.name <- "test/ressources/inputs/CT/CT2_DM.tabular" + tab2.name <- "test/ressources/inputs/CT/CT2_base_Diapason_14ClinCES_PRIN.txt" param1.samples <- "column" param2.samples <- "row" corr.method <- "pearson" @@ -28,6 +25,7 @@ filters.choice <- "filters_0_thr" threshold <- 0.2 reorder.var <- "yes" + plot.choice <- "auto" color.heatmap <- "yes" type.classes <-"irregular" reg.value <- 1/3 @@ -40,8 +38,8 @@ correlation.tab <- function(tab1.name, tab2.name, param1.samples, param2.samples, corr.method, test.corr, alpha, - multi.name, filter, filters.choice, threshold, reorder.var, color.heatmap, type.classes, - reg.value, irreg.vect, output1, output2){ + multi.name, filter, filters.choice, threshold, reorder.var, plot.choice, color.heatmap, + type.classes, reg.value, irreg.vect, output1, output2){ # This function allows to visualize the correlation between two tables # @@ -59,6 +57,7 @@ # and threshold filter remove variables with all their correlation coefficients in abs < threshold # - threshold (value between 0 and 1): threshold for filter threshold # - reorder.var ("yes" or "no"): reorder variables in the correlation table thanks to the HCA + # - plot.choice ("auto", "forced" or "none"): determine whether a heatmap is plotted # - color.heatmap ("yes" or "no"): color the heatmap with classes defined by the user # - type.classes ("regular" or "irregular"): choose to color the heatmap with regular or irregular classes # - reg.value (value between 0 and 1): value for regular classes @@ -85,7 +84,9 @@ tab1 <- tab1[order(rownames(tab1)),] tab2 <- tab2[order(rownames(tab2)),] - + + # Checks --------------------------------------------------------------------------------------------- + # Check if the 2 datasets match regarding samples identifiers # Adapt from functions "check.err" and "match2", RcheckLibrary.R @@ -128,8 +129,20 @@ } + # Check whether tab1=tab2 + + err.msg <- NULL + + if((ncol(tab1)==ncol(tab2))&&(sum(tab1!=tab2,na.rm=TRUE)==0)){ + autocor <- TRUE + err.msg <- c(err.msg, "\nYou chose the same table for the two dataset inputs. \nTo allow filtering options,", + "we will turn the diagonal to 0 in the correlation matrix during the filtering process.\n") + }else{ + autocor <- FALSE + } + + # Check qualitative variables in each input tables - err.msg <- NULL var1.quali <- vector() var2.quali <- vector() @@ -167,16 +180,63 @@ } if(length(var1.quali) != 0){ - tab1 <- tab1[,-var1.quali] + tab1 <- tab1[,-var1.quali,drop=FALSE] } if(length(var2.quali) != 0){ - tab2 <- tab2[,-var2.quali] + tab2 <- tab2[,-var2.quali,drop=FALSE] + } + + + # Check whether there are constant variables + + var1.cons <- vector() + var2.cons <- vector() + + for (i in 1:dim(tab1)[2]){ + if(length(levels(as.factor(tab1[,i])))==1){ var1.cons <- c(var1.cons,i) } } + for (j in 1:dim(tab2)[2]){ + if(length(levels(as.factor(tab2[,j])))==1){ var2.cons <- c(var2.cons, j) } + } + + if (length(var1.cons) != 0 | length(var2.cons) != 0){ + err.msg <- c(err.msg, "\nThere are constant variables in your input tables which have been removed to compute the correlation table.\n\n") + + if(length(var1.cons) != 0 && length(var1.cons) < 4){ + err.msg <- c(err.msg, "In table 1, the following constant variables have been removed:\n", + " ",paste(colnames(tab1)[var1.cons],collapse="\n "),"\n") + } else if(length(var1.cons) != 0 && length(var1.cons) > 3){ + err.msg <- c(err.msg, "For example, in table 1, the following constant variables have been removed:\n", + " ",paste(colnames(tab1)[var1.cons[1:3]],collapse="\n "),"\n") + } + + if(length(var2.cons) != 0 && length(var2.cons) < 4){ + err.msg <- c(err.msg, "In table 2, the following constant variables have been removed:\n", + " ",paste(colnames(tab2)[var2.cons],collapse="\n "),"\n") + } else if(length(var2.cons) != 0 && length(var2.cons) > 3){ + err.msg <- c(err.msg, "For example, in table 2, the following constant variables have been removed:\n", + " ",paste(colnames(tab2)[var2.cons[1:3]],collapse="\n "),"\n") + } + } + + if(length(var1.cons) != 0){ + tab1 <- tab1[,-var1.cons,drop=FALSE] + } + if(length(var2.cons) != 0){ + tab2 <- tab2[,-var2.cons,drop=FALSE] + } + + + # Print info message + if(length(err.msg) != 0){ cat("\n- - - - - - - - -\n",err.msg,"\n- - - - - - - - -\n\n") } + rm(err.stock,var1.quali,var2.quali,var1.cons,var2.cons,err.msg) + + # Correlation table --------------------------------------------------------------------------------- tab.corr <- matrix(nrow = dim(tab2)[2], ncol = dim(tab1)[2]) @@ -190,7 +250,6 @@ rownames(tab.corr) <- colnames(tab2) - # Significance of correlation test ------------------------------------------------------------------ if (test.corr == "yes"){ @@ -218,6 +277,11 @@ # Filter settings ------------------------------------------------------------------------------------ if (filter == "yes"){ + + # Turn diagonal from 1 to 0 if autocorrelation + if(autocor){ + for(i in 1:(ncol(tab.corr))){ tab.corr[i,i] <- 0 } + } # Remove variables with all their correlation coefficients = 0 : if (filters.choice == "filter_0"){ @@ -232,8 +296,8 @@ } if (length(var2.thres) != 0){ - tab.corr <- tab.corr[-var2.thres,] - tab2 <- tab2[, -var2.thres] + tab.corr <- tab.corr[-var2.thres,,drop=FALSE] + tab2 <- tab2[, -var2.thres,drop=FALSE] } var1.thres <- vector() @@ -244,9 +308,14 @@ } if (length(var1.thres) != 0){ - tab.corr <- tab.corr[,-var1.thres] - tab1 <- tab1[,-var1.thres] + tab.corr <- tab.corr[,-var1.thres,drop=FALSE] + tab1 <- tab1[,-var1.thres,drop=FALSE] } + + # Turn diagonal from 0 back to 1 if autocorrelation + if(autocor){ + for(i in 1:(ncol(tab.corr))){ tab.corr[i,i] <- 1 } + } } @@ -258,17 +327,19 @@ dist.tab2 <- as.dist(1 - cormat.tab2) hc.tab2 <- hclust(dist.tab2, method = "ward.D2") tab.corr <- tab.corr[hc.tab2$order,] + rm(cormat.tab2) cormat.tab1 <- cor(tab1, method = corr.method, use = "pairwise.complete.obs") dist.tab1 <- as.dist(1 - cormat.tab1) hc.tab1 <- hclust(dist.tab1, method = "ward.D2") tab.corr <- tab.corr[,hc.tab1$order] + rm(cormat.tab1) } + # Output 1 : Correlation table ----------------------------------------------------------------------- - # Output 1 : Correlation table ----------------------------------------------------------------------- # Export correlation table write.table(x = data.frame(name = rownames(tab.corr), tab.corr), file = output1, sep = "\t", quote = FALSE, row.names = FALSE) @@ -276,7 +347,9 @@ # Create the heatmap --------------------------------------------------------------------------------- - + + if(plot.choice != "none"){ + # A message if no variable kept if(length(tab.corr)==0){ pdf(output2) @@ -285,6 +358,17 @@ dev.off() } else { + # A message if more than 1000 variable in auto mode + if((plot.choice=="auto")&&(max(dim(tab.corr))>1000)){ + pdf(output2) + war.msg <- paste0("In 'default' mode, the colored table is not provided when\none of the tables contains more than ", + "a thousand\nvariables after the filter step.\n\nOne of your table still contains ",max(dim(tab.corr))," variables.\n", + "Please consider more filtering, or use the 'Always plot a\ncolored table' mode to obtain your colored table.") + plot.new() + legend("center",war.msg,adj=c(0.05,0.075)) + dev.off() + } else { + library(ggplot2) library(reshape2) @@ -399,7 +483,10 @@ ggsave(output2, device = "pdf", width = 10+0.075*dim(tab.corr)[2], height = 5+0.075*dim(tab.corr)[1], limitsize = FALSE) - } # End if(length(tab.corr)==0)else + } # End of if((plot.choice=="auto")&&(max(dim(tab.corr))>1000))else + } # End of if(length(tab.corr)==0)else + } # End of if(plot.choice != "auto") + } # End of correlation.tab
--- a/CorrTable/Corr_wrap.r Thu Oct 11 05:35:55 2018 -0400 +++ b/CorrTable/Corr_wrap.r Thu Aug 01 11:30:58 2019 -0400 @@ -4,10 +4,12 @@ # WRAPPER FOR Corr_Script_samples_row.R (CORRELATION TABLE) # # # # Author: Ophelie BARBET # +# Maintainer: Melanie PETERA # # User: Galaxy # # Original data: used with Corr_Script_samples_row.R # # Starting date: # # V-1: First version of wrapper # +# V-2: Corresponds to XML version 1.0.0 # # # # # # Input files: 2 tables with common samples file # @@ -56,6 +58,7 @@ type_classes <- NULL reg_class_value <- NULL irreg_class_vect <- NULL +if(args$plot_choice == "none"){args$color_heatmap <- "no"; args$heatmap_out <- NULL} if(args$color_heatmap == "yes"){ type_classes <- args$type_classes if(type_classes == "regular"){ @@ -67,7 +70,7 @@ correlation.tab(args$tab1_in, args$tab2_in, args$tab1_samples, args$tab2_samples, args$corr_method, args$test_corr, risk_alpha, correct_multi, args$filter, filters_choice, threshold, -args$reorder_var, args$color_heatmap, type_classes, reg_class_value, irreg_class_vect, args$tabcorr_out, args$heatmap_out) +args$reorder_var, args$plot_choice, args$color_heatmap, type_classes, reg_class_value, irreg_class_vect, args$tabcorr_out, args$heatmap_out) cat('\n--------------------------------------------------------------------',
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CorrTable/README.md Thu Aug 01 11:30:58 2019 -0400 @@ -0,0 +1,45 @@ +Between-table Correlation +======= + +Metadata +----------- + + * **@name**: Between-table Correlation + * **@version**: 1.0.0 + * **@authors**: Original code: Ophelie Barbet (PFEM - INRA) - Maintainer: Melanie Petera (PFEM - INRA - MetaboHUB) + * **@init date**: 2018, May + * **@main usage**: This tool builds a correlation table from two seperate tables, with filtering options and graphical outputs. + + +Context +----------- + +This tool is provided as one of the [Workflow4Metabolomics](http://workflow4metabolomics.org) Galaxy instance statistical tools. +W4M is a French infrastructure providing software tools to process, analyse and annotate metabolomics data. + +User interface is based on the Galaxy platform (homepage: https://galaxyproject.org/). It 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. + + +Configuration +----------- + +### Requirement: + * R software: version > 3.0.0 recommended + * Specific R libraries: 'batch', 'ggplot2' and 'reshape2' + + +Technical description +----------- + +Main files: + +- Corr_Script_samples_row.R: R function (core script) +- Corr_wrap.R: R script to link the main R function to inputs +- Corr.xml: XML wrapper (interface for Galaxy) + + +Services provided +----------- + + * Help and support: support@workflow4metabolomics.org
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CorrTable/test-data/input1_tab1.tabular Thu Aug 01 11:30:58 2019 -0400 @@ -0,0 +1,525 @@ +sample Indiv1 Indiv2 Indiv3 Indiv4 Indiv5 Indiv6 Indiv7 Indiv8 Indiv9 Indiv10 Indiv11 Indiv12 Indiv13 Indiv14 Indiv15 Indiv16 Indiv17 Indiv18 Indiv19 Indiv20 Indiv21 Indiv22 Indiv23 Indiv24 Indiv25 Indiv26 Indiv27 Indiv28 Indiv29 Indiv30 Indiv31 Indiv32 Indiv33 Indiv34 Indiv35 Indiv36 Indiv37 Indiv38 Indiv39 Indiv40 Indiv41 Indiv42 Indiv43 Indiv44 Indiv45 Indiv46 Indiv47 Indiv48 Indiv49 Indiv50 Indiv51 Indiv52 Indiv53 Indiv54 Indiv55 Indiv56 Indiv57 Indiv58 Indiv59 Indiv60 Indiv61 Indiv62 Indiv63 Indiv64 Indiv65 Indiv66 Indiv67 Indiv68 Indiv69 Indiv70 Indiv71 Indiv72 Indiv73 Indiv74 Indiv75 Indiv76 Indiv77 Indiv78 Indiv79 Indiv80 Indiv81 Indiv82 Indiv83 Indiv84 Indiv85 Indiv86 Indiv87 Indiv88 Indiv89 Indiv90 Indiv91 Indiv92 Indiv93 Indiv94 Indiv95 Indiv96 Indiv97 Indiv98 Indiv99 Indiv100 Indiv101 Indiv102 Indiv103 Indiv104 Indiv105 Indiv106 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18022.1634365328 16864.1556811077 14364.2584328217 31036.7253290764 33315.083525583 24266.5246016738 126981.668273846 25057.5780343759 14809.3913719842 120348.435217988 21162.4122731342 11529.6865560907 15443.6908757628 17337.3409136447 13481.6046231673 15286.9550108012 30942.7620312689 38188.0449379837 2291.64648281067 2569.94555830311 2661.04887475085 43614.1029142251 2231.97659442281 2723.22729369261 3031.24228138884 2015.79193976495 50186.3374569039 51899.109232165 55562.3969392421 4957.04006305243 3467.94483119991 4981.75994381553 65641.1663701493 67193.0525205724 2843.38656669263 69435.9767752508 73672.707467306 3080.98865820925 79545.1120139088 3991.40170878598 2401.52006070078 4885.01559191202 5655.53531862947 3032.28293704047 5383.26104017773 5048.13484488482 5543.56540974367 5129.60675750454 5106.50249162498 135295.828194386 4421.83895213603 149029.479422193 7752.07033221185 4673.25885955874 184844.677378443 193932.146962025 14509.1186026172 10940.7910298271 246163.799591921 13677.1148400846 11111.023954478 18173.0577148055 19210.3182481091 24601.0692984352 673612.02478124 73177.1540170874 43884.8105948371 106670.622730191 211136.067139863 3025.12249170571 2926.56925091285 48135.8279476407 3381.28914401496 3219.06656857641 53094.903898743 2646.79647797647 56373.0210092186 53385.9338915528 52408.5504235811 53584.8760324192 2727.08129209959 2592.1086249015 2860.36118240509 3943.71451157829 61010.6171273443 61607.647416149 77687.430160358 54490.2594251016 59609.3532225774 64950.1860556149 3997.12090150082 67622.0619143207 70140.5803075319 68896.5532262876 68583.8352270337 69191.4951957181 71792.0238786453 69173.2752652209 70306.8516658071 69383.0509042038 70046.9476294379 70842.1243093492 4274.75805217824 73932.6219120618 3303.31165306572 2690.94876540582 2967.19394929291 72501.1303093391 73193.0974443292 75964.3927113734 72580.4061056674 75731.5639298675 3020.48679389375 75442.7491712284 3963.79461326933 74736.7012132988 73154.7402336665 75284.3453216099 2851.49947822602 76863.9257195869 74191.1634985891 39313.2754780136 42586.4986378899 59516.9862775418 29551.6835949278 41946.879232694 +p199.620T6.7 14807.6372586604 12700.8315569911 13093.9219184049 78352.4723809018 12351.6461230422 11931.9484271259 80565.5215026848 13455.1833995729 96451.5268707984 11474.1136104912 124889.662421413 11344.1817483489 1502.39974577681 53227.7308472015 10571.1758151342 78189.976162115 9832.94779923749 9616.57544146939 56598.2979471264 9734.97970493724 67320.6493524649 1682.11416827181 71670.9773585871 72240.7027265678 11805.3036257654 45294.5915931542 9965.78836999277 8491.08121975243 10335.3022702244 79098.2971454142 11436.1105217767 96618.301976096 12110.8926727106 10393.5044087914 11321.8444484454 11443.1281268955 13496.8348217656 66893.3553149173 11042.3115264386 59128.4732370401 10148.6831627586 55881.0385886767 12297.2350076264 8846.32182384324 12884.0621211776 68971.3246791257 62041.4886242634 59578.5562763574 56302.6353526578 70111.1392036874 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