Mercurial > repos > ppericard > viscorvar
diff matCorAddVar_wrapper.R @ 0:d0b77b926863 draft
"planemo upload for repository https://gitlab.com/bilille/galaxy-viscorvar commit 85dac6b13a9adce48b47b2b8cb28d2319ae9c1ca-dirty"
author | ppericard |
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date | Tue, 23 Jun 2020 19:57:35 -0400 |
parents | |
children | e93350dc99f1 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/matCorAddVar_wrapper.R Tue Jun 23 19:57:35 2020 -0400 @@ -0,0 +1,115 @@ +#!/usr/bin/env Rscript + +# Setup R error handling to go to stderr +options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } ) + +# we need that to not crash galaxy with an UTF8 error on German LC settings. +loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") + +## Get parameters ## +suppressPackageStartupMessages(require(argparse)) + +parser <- ArgumentParser(description='Compute the matCorEtBlockSelect and addVariablesReponses functions') + +parser$add_argument('--input_rdata', dest='input_rdata', required=TRUE, help="Input RData file") +parser$add_argument('--cutoff_comp', dest='cutoff_comp', type='double', required=TRUE, help="") +parser$add_argument('--interest_var_file', dest='interest_var_file', required=FALSE, help="Variables of interest file") +parser$add_argument('--block_Y_file', dest='block_Y_file', required=TRUE, help="Block Y filepath") +parser$add_argument('--output_rdata', dest='output_rdata', required=TRUE, help="Output RData file") +parser$add_argument('--output_response_var', dest='output_response_var', required=TRUE, help="Output response variables file") +parser$add_argument('--output_blocks_comb', dest='output_blocks_comb', required=TRUE, help="Output blocks combinations file") + +args <- parser$parse_args() + +## Print parameters +print("Input RData:") +print(args$input_rdata) +print("Cutoff comp:") +print(args$cutoff_comp) +print("Variables of interest:") +print(args$interest_var_file) +print("Block Y file:") +print(args$block_Y_file) +print("Output RData:") +print(args$output_rdata) +print("Output Response variables:") +print(args$output_response_var) +print("Output Blocks combinations:") +print(args$output_blocks_comb) + +## Loading libraries +# source_local("mixomics-blocksplsda-integration/integration_block_splsda_func.R") +install.packages("https://gitlab.com/bilille/mixomics-blocksplsda-integration/-/raw/master/visCorVar_0.3.tar.gz", repos=NULL) +suppressPackageStartupMessages(require(visCorVar)) +print("visCorVar has been loaded") + +# R script call +source_local <- function(fname) +{ + argv <- commandArgs(trailingOnly = FALSE) + base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)) + source(paste(base_dir, fname, sep="/")) +} + +# Loading input Rdata file +load(args$input_rdata) + +ncomp = mixomics_result$ncomp + +# Reading Block Y matrix +print("Reading Block Y") +mat_block_Y = read.table(args$block_Y_file, header=TRUE, row.names=1) +print(mat_block_Y) + +response_var = colnames(mat_block_Y) + +print("response_var:") +print(response_var) + +# Write response variables to output file +invisible(lapply(response_var, write, file=args$output_response_var, append=TRUE, ncolumns=1)) + +# Reading var of intereset file +interest_var_vec = NULL +if (args$interest_var_file != 'None') { + interest_var_vec = as.character(read.table(args$interest_var_file, header=FALSE)[[1]]) +} + +# +comp = 1:2 + +# Running main function +res_matCorAddVar = matCorAddVar(res_block_splsda = mixomics_result, + block_Y = mat_block_Y, + cutoff_comp = args$cutoff_comp, + var_interest = interest_var_vec, + comp = comp) + +# +mat_cor_comp1 = res_matCorAddVar$mat_cor_comp1 +mat_cor_comp2 = res_matCorAddVar$mat_cor_comp2 +list_vec_index_block_select = res_matCorAddVar$list_vec_index_block_select +list_vec_names_blocks = res_matCorAddVar$list_vec_names_blocks +list_cor_comp_selected_var_resp_var = res_matCorAddVar$list_cor_comp_selected_var_resp_var +res_compute_cor_var_interest = res_matCorAddVar$res_compute_cor_var_interest + +# +print("mat_cor_comp1:") +print(mat_cor_comp1) +print("mat_cor_comp2:") +print(mat_cor_comp2) +print("list_vec_index_block_select:") +print(list_vec_index_block_select) +print("list_vec_names_blocks:") +print(list_vec_names_blocks) +print("list_cor_comp_selected_var_resp_var:") +print(list_cor_comp_selected_var_resp_var) +print("res_compute_cor_var_interest:") +print(res_compute_cor_var_interest) + +# Write all possible blocks combinations to output file +invisible(lapply(list_vec_names_blocks, write, file=args$output_blocks_comb, append=TRUE, ncolumns=100, sep=",")) + +# Save all objects in Rdata output file +save(res_matCorAddVar, + file = args$output_rdata)