Mercurial > repos > dlalgroup > pmids_to_pubtator_matrix
diff abstracts_by_pmids.R @ 0:3f4adc85ba5d draft
"planemo upload for repository https://github.com/dlal-group/simtext commit fd3f5b7b0506fbc460f2a281f694cb57f1c90a3c-dirty"
author | dlalgroup |
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date | Thu, 24 Sep 2020 02:01:50 +0000 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/abstracts_by_pmids.R Thu Sep 24 02:01:50 2020 +0000 @@ -0,0 +1,142 @@ +#!/usr/bin/env Rscript +#TOOL2 abstracts_by_pmids +# +#This tool retrieves for all PMIDs in each row of a table the according abstracts and saves them in additional columns. +# +#Input: Tab-delimited table with columns containing PMIDs. The names of the PMID columns should start with “PMID”, e.g. “PMID_1”, “PMID_2” etc. +# +#Output: Input table with additional columns containing abstracts corresponding to the PMIDs from PubMed. +#The abstract columns are called "ABSTRACT_1", "ABSTARCT_2" etc. +# +# Usage: $ T2_abstracts_by_pmid.R [-h] [-i INPUT] [-o OUTPUT] +# +# optional arguments: +# -h, --help show help message +# -i INPUT, --input INPUT input file name. add path if file is not in working directory +# -o OUTPUT, --output OUTPUT output file name. [default "T2_output"] + + +if ( '--install_packages' %in% commandArgs()) { + print('Installing packages') + if (!require('argparse')) install.packages('argparse', repo="http://cran.rstudio.com/"); + if (!require("reutils")) install.packages("reutils", repo="http://cran.rstudio.com/"); + if (!require('easyPubMed')) install.packages('easyPubMed', repo="http://cran.rstudio.com/" ); + if (!require('textclean')) install.packages('textclean', repo="http://cran.rstudio.com/"); +} + +suppressPackageStartupMessages(library("argparse")) +library("reutils") +suppressPackageStartupMessages(library("easyPubMed")) +suppressPackageStartupMessages(library("textclean")) + +parser <- ArgumentParser() +parser$add_argument("-i", "--input", + help = "input fie name. add path if file is not in workind directory") +parser$add_argument("-o", "--output", default="abstracts_by_pmids_output", + help = "output file name. [default \"%(default)s\"]") +parser$add_argument("--install_packages", action="store_true", default=FALSE, + help="If you want to auto install missing required packages.") + +args <- parser$parse_args() + +data = read.delim(args$input, stringsAsFactors=FALSE, header= TRUE, sep='\t') +pmids_cols_index <- grep("PMID", names(data)) + +fetch_abstracts = function(PMIDs, row){ + + efetch_result <- NULL + try_num <- 1 + t_0 <- Sys.time() + + while(is.null(efetch_result)) { + + # Timing check: kill at 3 min + if (try_num > 1){ + Sys.sleep(time = 1*try_num) + cat("Problem to receive PubMed data or error is received. Please wait. Try number: ",try_num,"\n") + } + + t_1 <- Sys.time() + + if(as.numeric(difftime(t_1, t_0, units = "mins")) > 3){ + message("Killing the request! Something is not working. Please, try again later","\n") + return(data) + } + + efetch_result <- tryCatch({ + suppressWarnings(efetch(uid=PMIDs, db="pubmed", retmode = "xml")) + }, error = function(e) { + NULL + }) + + if(!is.null(as.list(efetch_result$errors)$error)){ + if (as.list(efetch_result$errors)$error == "HTTP error: Status 400; Bad Request") { + efetch_result <- NULL + } + } + + try_num <- try_num + 1 + + } #while loop end + + # articles to list + xml_data <- strsplit(efetch_result$content, "<PubmedArticle(>|[[:space:]]+?.*>)")[[1]][-1] + xml_data <- sapply(xml_data, function(x) { + #trim extra stuff at the end of the record + if (!grepl("</PubmedArticle>$", x)) + x <- sub("(^.*</PubmedArticle>).*$", "\\1", x) + # Rebuid XML structure and proceed + x <- paste("<PubmedArticle>", x) + gsub("[[:space:]]{2,}", " ", x)}, + USE.NAMES = FALSE, simplify = TRUE) + + abstract.text = sapply(xml_data, function(x){ + custom_grep(x, tag="AbstractText", format="char")}, + USE.NAMES = FALSE, simplify = TRUE) + + abstracts <- sapply(abstract.text, function(x){ + if (length(x) > 1){ + x <- paste(x, collapse = " ", sep = " ") + x <- gsub("</{0,1}i>", "", x, ignore.case = T) + x <- gsub("</{0,1}b>", "", x, ignore.case = T) + x <- gsub("</{0,1}sub>", "", x, ignore.case = T) + x <- gsub("</{0,1}exp>", "", x, ignore.case = T) + } else if (length(x) < 1) { + x <- NA + } else { + x <- gsub("</{0,1}i>", "", x, ignore.case = T) + x <- gsub("</{0,1}b>", "", x, ignore.case = T) + x <- gsub("</{0,1}sub>", "", x, ignore.case = T) + x <- gsub("</{0,1}exp>", "", x, ignore.case = T) + } + x + }, + USE.NAMES = FALSE, simplify = TRUE) + + abstracts = as.character(abstracts) + + if(length(abstracts)>0){ + data[row,sapply(1:length(abstracts),function(i){paste0("ABSTRACT_",i)})] <- abstracts + cat(length(abstracts)," abstracts for PMIDs of row ", row, " are added in the table.","\n") + } + + return(data) +} + + +for(row in 1:nrow(data)){ + PMIDs= as.character(unique(data[row, pmids_cols_index])) + PMIDs = PMIDs[!PMIDs=="NA"] + + if(length(PMIDs) > 0){ + data = tryCatch(fetch_abstracts(PMIDs, row), + error=function(e){ + Sys.sleep(3) + }) + } else { + print(paste("No PMIDs in row", row)) + } +} + +write.table(data, args$output, sep = '\t', row.names = FALSE, col.names = TRUE) +