Mercurial > repos > iuc > pmids_to_pubtator_matrix
view abstracts_by_pmids.R @ 0:69714f06f18b draft default tip
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tools/simtext commit 63a5e13cf89cdd209d20749c582ec5b8dde4e208"
author | iuc |
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date | Wed, 24 Mar 2021 08:33:56 +0000 |
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#!/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(seq(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 seq(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, quote = FALSE)