Mercurial > repos > computational-metabolomics > mspurity_averagefragspectra
diff spectralMatching.R @ 0:50eedf5ad217 draft
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
author | computational-metabolomics |
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date | Wed, 27 Nov 2019 13:35:22 -0500 |
parents | |
children | 8442dd3d2136 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/spectralMatching.R Wed Nov 27 13:35:22 2019 -0500 @@ -0,0 +1,368 @@ +library(msPurity) +library(msPurityData) +library(optparse) +print(sessionInfo()) +# load in library spectra config +source_local <- function(fname){ argv <- commandArgs(trailingOnly=FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep="/")) } +source_local("dbconfig.R") + +option_list <- list( + make_option(c("-o", "--outDir"), type="character"), + make_option("--q_dbPth", type="character"), + make_option("--l_dbPth", type="character"), + + make_option("--q_dbType", type="character", default=NA), + make_option("--l_dbType", type="character", default=NA), + + make_option("--q_msp", type="character", default=NA), + make_option("--l_msp", type="character", default=NA), + + make_option("--q_defaultDb", action="store_true"), + make_option("--l_defaultDb", action="store_true"), + + make_option("--q_ppmPrec", type="double"), + make_option("--l_ppmPrec", type="double"), + + make_option("--q_ppmProd", type="double"), + make_option("--l_ppmProd", type="double"), + + make_option("--q_raThres", type="double", default=NA), + make_option("--l_raThres", type="double", default=NA), + + make_option("--q_polarity", type="character", default=NA), + make_option("--l_polarity", type="character", default=NA), + + make_option("--q_purity", type="double", default=NA), + make_option("--l_purity", type="double", default=NA), + + make_option("--q_xcmsGroups", type="character", default=NA), + make_option("--l_xcmsGroups", type="character", default=NA), + + make_option("--q_pids", type="character", default=NA), + make_option("--l_pids", type="character", default=NA), + + make_option("--q_rtrangeMin", type="double", default=NA), + make_option("--l_rtrangeMin", type="double", default=NA), + + make_option("--q_rtrangeMax", type="double", default=NA), + make_option("--l_rtrangeMax", type="double", default=NA), + + make_option("--q_accessions", type="character", default=NA), + make_option("--l_accessions", type="character", default=NA), + + make_option("--q_sources", type="character", default=NA), + make_option("--l_sources", type="character", default=NA), + + make_option("--q_sourcesUser", type="character", default=NA), + make_option("--l_sourcesUser", type="character", default=NA), + + make_option("--q_instrumentTypes", type="character", default=NA), + make_option("--l_instrumentTypes", type="character", default=NA), + + make_option("--q_instrumentTypesUser", type="character", default=NA), + make_option("--l_instrumentTypesUser", type="character", default=NA), + + make_option("--q_instruments", type="character", default=NA), + make_option("--l_instruments", type="character", default=NA), + + make_option("--q_spectraTypes", type="character", default=NA), + make_option("--l_spectraTypes", type="character", default=NA), + + make_option("--q_spectraFilter", action="store_true"), + make_option("--l_spectraFilter", action="store_true"), + + make_option("--usePrecursors", action="store_true"), + + make_option("--mzW", type="double"), + make_option("--raW", type="double"), + + make_option("--rttol", type="double", default=NA), + + make_option("--updateDb", action="store_true"), + make_option("--copyDb", action="store_true"), + make_option("--cores", default=1) + + +) + +# store options +opt<- parse_args(OptionParser(option_list=option_list)) + +print(opt) + +# check if the sqlite databases have any spectra +checkSPeakMeta <- function(dbPth, nme){ + if(is.null(dbPth)){ + return(TRUE) + }else if ((file.exists(dbPth)) & (file.info(dbPth)$size>0)){ + con <- DBI::dbConnect(RSQLite::SQLite(), dbPth) + if (DBI::dbExistsTable(con, "s_peak_meta")){ + spm <- DBI::dbGetQuery(con, 'SELECT * FROM s_peak_meta ORDER BY ROWID ASC LIMIT 1') + return(TRUE) + }else if(DBI::dbExistsTable(con, "library_spectra_meta")){ + spm <- DBI::dbGetQuery(con, 'SELECT * FROM library_spectra_meta ORDER BY ROWID ASC LIMIT 1') + return(TRUE) + }else{ + print(paste("No spectra available for ",nme)) + return(FALSE) + } + }else{ + print(paste("file empty or does not exist for", nme)) + return(FALSE) + } + + +} + + +addQueryNameColumn <- function(sm){ + if (is.null(sm$matchedResults) || length(sm$matchedResults)==1 || nrow(sm$matchedResults)==0){ + return(sm) + } + + con <- DBI::dbConnect(RSQLite::SQLite(),sm$q_dbPth) + if (DBI::dbExistsTable(con, "s_peak_meta")){ + spm <- DBI::dbGetQuery(con, 'SELECT pid, name AS query_entry_name FROM s_peak_meta') + }else if(DBI::dbExistsTable(con, "library_spectra_meta")){ + spm <- DBI::dbGetQuery(con, 'SELECT id AS pid, name AS query_entry_name FROM library_spectra_meta') + } + print(sm$matchedResults) + if ('pid' %in% colnames(sm$matchedResults)){ + sm$matchedResults <- merge(sm$matchedResults, spm, by.x='pid', by.y='pid') + }else{ + sm$matchedResults <- merge(sm$matchedResults, spm, by.x='qpid', by.y='pid') + } + + print(sm$xcmsMatchedResults) + if (is.null(sm$xcmsMatchedResults) || length(sm$xcmsMatchedResults)==1 || nrow(sm$xcmsMatchedResults)==0){ + return(sm) + }else{ + if ('pid' %in% colnames(sm$xcmsMatchedResults)){ + sm$xcmsMatchedResults<- merge(sm$xcmsMatchedResults, spm, by.x='pid', by.y='pid') + }else{ + sm$xcmsMatchedResults <- merge(sm$xcmsMatchedResults, spm, by.x='qpid', by.y='pid') + } + } + + return(sm) + +} + + +updateDbF <- function(q_con, l_con){ + message('Adding extra details to database') + q_con <- DBI::dbConnect(RSQLite::SQLite(),sm$q_dbPth) + if (DBI::dbExistsTable(q_con, "l_s_peak_meta")){ + l_s_peak_meta <- DBI::dbGetQuery(q_con, 'SELECT * FROM l_s_peak_meta') + colnames(l_s_peak_meta)[1] <- 'pid' + } + + l_con <- DBI::dbConnect(RSQLite::SQLite(),l_dbPth) + if (DBI::dbExistsTable(l_con, "s_peaks")){ + l_s_peaks <- DBI::dbGetQuery(q_con, sprintf("SELECT * FROM s_peaks WHERE pid in (%s)", paste(unique(l_s_peak_meta$pid), collapse=','))) + + }else if(DBI::dbExistsTable(l_con, "library_spectra")){ + l_s_peaks <- DBI::dbGetQuery(l_con, sprintf("SELECT * FROM library_spectra + WHERE library_spectra_meta_id in (%s)", paste(unique(l_s_peak_meta$pid), collapse=','))) + }else{ + l_s_peaks = NULL + } + + if (DBI::dbExistsTable(l_con, "source")){ + l_source <- DBI::dbGetQuery(l_con, 'SELECT * FROM source') + }else if (DBI::dbExistsTable(l_con, "library_spectra_source")) { + l_source <- DBI::dbGetQuery(l_con, 'SELECT * FROM library_spectra_source') + }else{ + l_source = NULL + } + + if (!is.null(l_s_peaks)){ + DBI::dbWriteTable(q_con, name='l_s_peaks', value=l_s_peaks, row.names=FALSE, append=TRUE) + } + + if (!is.null(l_source)){ + DBI::dbWriteTable(q_con, name='l_source', value=l_source, row.names=FALSE, append=TRUE) + } + + +} + + +extractMultiple <- function(optParam){ + if (!is.na(optParam)){ + param <- trimws(strsplit(optParam, ',')[[1]]) + param <- param[param != ""] + }else{ + param <- NA + } + return(param) + +} + +if(!is.null(opt$q_defaultDb)){ + q_dbPth <- system.file("extdata", "library_spectra", "library_spectra.db", package="msPurityData") + q_dbType <- 'sqlite' +}else if (!opt$q_dbType=='local_config'){ + q_dbType <- opt$q_dbType + q_dbPth <- opt$q_dbPth +} + +if(!is.null(opt$l_defaultDb)){ + l_dbPth <- system.file("extdata", "library_spectra", "library_spectra.db", package="msPurityData") + l_dbType <- 'sqlite' +}else if (!opt$l_dbType=='local_config'){ + l_dbType <- opt$l_dbType + l_dbPth <- opt$l_dbPth +} + + +q_polarity <- extractMultiple(opt$q_polarity) +l_polarity <- extractMultiple(opt$l_polarity) + +q_xcmsGroups <- extractMultiple(opt$q_xcmsGroups) +l_xcmsGroups <- extractMultiple(opt$l_xcmsGroups) + +q_pids <- extractMultiple(opt$q_pids) +l_pids <- extractMultiple(opt$l_pids) + +q_sources <- extractMultiple(opt$q_sources) +l_sources <- extractMultiple(opt$l_sources) + +q_sourcesUser <- extractMultiple(opt$q_sourcesUser) +l_sourcesUser <- extractMultiple(opt$l_sourcesUser) + +q_sources <-c(q_sources, q_sourcesUser) +l_sources <-c(l_sources, l_sourcesUser) + +q_instrumentTypes <- extractMultiple(opt$q_instrumentTypes) +l_instrumentTypes <- extractMultiple(opt$l_instrumentTypes) + +q_instrumentTypes <-c(q_instrumentTypes, q_instrumentTypes) +l_instrumentTypes <-c(l_instrumentTypes, l_instrumentTypes) + + +if(!is.null(opt$l_spectraFilter)){ + l_spectraFilter <- TRUE +}else{ + l_spectraFilter <- FALSE +} + +if(!is.null(opt$q_spectraFilter)){ + q_spectraFilter <- TRUE +}else{ + q_spectraFilter <- FALSE +} + +if(!is.null(opt$updateDb)){ + updateDb <- TRUE +}else{ + updateDb <- FALSE +} + +if(!is.null(opt$copyDb)){ + copyDb <- TRUE +}else{ + copyDb <- FALSE +} + +if(!is.null(opt$l_rtrangeMax)){ + l_rtrangeMax <- opt$l_rtrangeMax +}else{ + l_rtrangeMax <- NA +} + +if(!is.null(opt$q_rtrangeMax)){ + q_rtrangeMax <- opt$q_rtrangeMax +}else{ + q_rtrangeMax <- NA +} + +if(!is.null(opt$l_rtrangeMin)){ + l_rtrangeMin <- opt$l_rtrangeMin +}else{ + l_rtrangeMin <- NA +} + +if(!is.null(opt$q_rtrangeMin)){ + q_rtrangeMin <- opt$q_rtrangeMin +}else{ + q_rtrangeMin <- NA +} + +q_check <- checkSPeakMeta(opt$q_dbPth, 'query') +l_check <- checkSPeakMeta(opt$l_dbPth, 'library') + +if (q_check && l_check){ + sm <- msPurity::spectralMatching( + q_purity = opt$q_purity, + l_purity = opt$l_purity, + + q_ppmProd = opt$q_ppmProd, + l_ppmProd = opt$l_ppmProd, + + q_ppmPrec = opt$q_ppmPrec, + l_ppmPrec = opt$l_ppmPrec, + + q_raThres = opt$q_raThres, + l_raThres = opt$l_raThres, + + q_pol = q_polarity, + l_pol = l_polarity, + + q_xcmsGroups = q_xcmsGroups, + l_xcmsGroups = l_xcmsGroups, + + q_pids = q_pids, + l_pids = l_pids, + + q_sources = q_sources, + l_sources = l_sources, + + q_instrumentTypes = q_instrumentTypes, + l_instrumentTypes = l_instrumentTypes, + + q_spectraFilter= q_spectraFilter, + l_spectraFilter= l_spectraFilter, + + l_rtrange=c(l_rtrangeMin, l_rtrangeMax), + q_rtrange=c(q_rtrangeMin, q_rtrangeMax), + + q_accessions = opt$q_accessions, + l_accessions= opt$l_accessions, + + raW = opt$raW, + mzW = opt$mzW, + rttol=opt$rttol, + cores=opt$cores, + + copyDb=copyDb, + updateDb=updateDb, + outPth = "db_with_spectral_matching.sqlite", + + q_dbPth = q_dbPth, + q_dbType = q_dbType, + q_dbName = q_dbName, + q_dbHost = q_dbHost, + q_dbUser = q_dbUser, + q_dbPass = q_dbPass, + q_dbPort = q_dbPort, + + l_dbPth = l_dbPth, + l_dbType = l_dbType, + l_dbName = l_dbName, + l_dbHost = l_dbHost, + l_dbUser = l_dbUser, + l_dbPass = l_dbPass, + l_dbPort = l_dbPort + + ) + + sm <- addQueryNameColumn(sm) + # Get name of the query results (and merged with the data frames) + write.table(sm$matchedResults, 'matched_results.tsv', sep = '\t', row.names = FALSE, col.names = TRUE) + write.table(sm$xcmsMatchedResults, 'xcms_matched_results.tsv', sep = '\t', row.names = FALSE, col.names = TRUE) + + if(updateDb){ + updateDbF(q_con, l_con) + } +}