# Last updated Nov 2023 # Author: Auden Cote-L'Heureux # This script is run as the first step of the EukPhylo Part 1 TRANSCRIPTOMES pipeline, # before any sequence data are actually processed. It checks to ensure that the input # assembled transcripts files, databases, genetic codes, and conspecific names files (the latter # used only with cross-plate contamination, script 1b) are properly located and formatted. #Dependencies import os, sys, re from Bio import SeqIO def check_transcripts(params): taxa = [] if os.path.isdir(params.assembled_transcripts): for file in os.listdir(params.assembled_transcripts): if file[10:] == '_assembledTranscripts.fasta': taxa.append(file[:10]) for rec in SeqIO.parse(params.assembled_transcripts + '/' + file, 'fasta'): if 'node_' not in rec.id.lower() or '_length_' not in rec.id.lower() or '_cov_' not in rec.id.lower(): print('\nERROR: The sequence record ' + rec.id + ' from taxon ' + file[:10] + ' is incorrectly formatted. All sequence names must have be formatted in the style of rnaSpades output (with a NODE ID, length, and coverage)\n') exit() elif 'DS_Store' not in file: print('\nERROR: The file ' + file + ' in the give folder of assembled transcripts is incorrectly formatted. The files must start with a ten digit taxon identifier and then be named like Am_tu_Hp01_assembledTranscripts.fasta\n') exit() else: print('\nERROR: Assembled transcripts folder could not be found. Please ensure the given path is correct.\n') exit() return taxa def check_databases(params): if os.path.isdir(params.databases): if os.path.isdir(params.databases + '/db_BvsE'): if not os.path.isfile(params.databases + '/db_BvsE/eukout.dmnd'): print('\nERROR: eukout.dmnd could not be found in the Databses/db_BvsE folder') exit() if not os.path.isfile(params.databases + '/db_BvsE/micout.dmnd'): print('\nERROR: micout.dmnd could not be found in the Databses/db_BvsE folder') exit() if not os.path.isfile(params.databases + '/db_BvsE/SSULSUdb.nhr'): print('\nERROR: SSULSUdb.nhr could not be found in the Databses/db_BvsE folder') exit() if not os.path.isfile(params.databases + '/db_BvsE/SSULSUdb.nin'): print('\nERROR: SSULSUdb.nin could not be found in the Databses/db_BvsE folder') exit() if not os.path.isfile(params.databases + '/db_BvsE/SSULSUdb.nsq'): print('\nERROR: SSULSUdb.nsq could not be found in the Databses/db_BvsE folder') exit() else: print('\nERROR: The db_BvsE folder could not be found in the databases folder.\n') exit() if os.path.isdir(params.databases + '/db_OG'): fasta = [file for file in os.listdir(params.databases + '/db_OG') if file.endswith('.fasta')] dmnd = [file for file in os.listdir(params.databases + '/db_OG') if file.endswith('.dmnd')] if len(fasta) == 1 and len(dmnd) == 1: if fasta[0].split('.fasta')[0] != dmnd[0].split('.dmnd')[0]: print('\nERROR: The file names (except for the extensions) of the OG reference (Hook) database .fasta and .dmnd databases must match!\n') exit() if len(fasta) == 0: print('\nERROR: No Hook fasta file found in the Databases/db_OG folder\n') exit() elif len(fasta) > 1: print('\nERROR: More than one Hook fasta file found in the Databases/db_OG folder. Please delete all except for the correct file.\n') exit() else: for rec in SeqIO.parse(params.databases + '/db_OG/' + fasta[0], 'fasta'): try: og_number = re.split('OG.{1}_', rec.id)[-1][:6] og_prefix = rec.id.split(og_number)[-2][-4:] og = og_prefix + og_number if rec.id[-10:] != og: print('\nError: The sequence name ' + rec.id + ' in the given Hook database fasta file is incorrectly formatted. Each sequence ID should start with a ten-digit taxon identifier and end with a ten-digit gene family identifier (which must start with OGX_, with "X" being any digit. E.g. Op_me_Hsap_0_OG6_110767)\n') exit() except IndexError: print('\nError: The sequence name ' + rec.id + ' in the given Hook database fasta file is incorrectly formatted. Each sequence ID should start with a ten-digit taxon identifier and end with a ten-digit gene family identifier (which must start with OGX_, with "X" being any digit. E.g. Op_me_Hsap_0_OG6_110767)\n') exit() if len(dmnd) == 0: print('\nERROR: No Hook Diamond database (.dmnd) file found in the Databases/db_OG folder.\n') exit() elif len(dmnd) > 1: print('\nERROR: No Hook Diamond database (.dmnd) file found in the Databases/db_OG folder. Please delete all except for the correct file.\n') exit() else: print('\nERROR: The db_OG folder could not be found in the databases folder.\n') exit() if os.path.isdir(params.databases + '/db_StopFreq'): if not os.path.isfile(params.databases + '/db_StopFreq/RepEukProts.dmnd'): print('\nERROR: The RepEukProts.dmnd file could not be found in the Databases/db_StopFreq folder.\n') else: print('\nERROR: The db_StopFreq folder could not be found in the databases folder.\n') exit() else: print('\nERROR: Databases folder could not be found. Please ensure the given path is correct.\n') exit() def check_conspecifics(params, transcript_taxa): if params.xplate_contam: if params.conspecific_names != None: if os.path.isfile(params.conspecific_names): lines = [line for line in open(params.conspecific_names)] seen_taxa = [] for line in lines: if len(line.split('\t')) > 0 and not len(line.split('\t')) > 2: taxon = line.split('\t')[0] if taxon not in seen_taxa: seen_taxa.append(taxon) else: print('\nERROR: The taxon ' + taxon + ' is listed in the conspecific names file twice. Please make sure this file is correct.\n') exit() if taxon not in transcript_taxa: print('\nERROR: The taxon ' + taxon + ' is listed in the conspecific names file but there is no assembled transcripts file that corresponds to this taxon.\n') exit() else: print('\nERROR: Unclear how to parse the line ' + line + ' in the given conspecific names file. This file should have two tab-separated columns.\n') exit() missing = [tax for tax in transcript_taxa if tax not in seen_taxa] if len(missing) > 0: print('\nERROR: The following taxa have assembled transcripts but are not listed in the conspecific names file:' + '\n\t'.join(missing) + '\n') exit() else: print('\nERROR: The given file of conspecific names (' + params.conspecific_names + ') could not be found.\n') exit() else: print('\nERROR: If running cross-plate contamination, a file with conspecific names is required.\n') exit() def check_gcodes(params, transcript_taxa): valid_codes = ['bleph','blepharisma','chilo','chilodonella','condy', 'condylostoma','none','eup','euplotes','peritrich','vorticella','ciliate','universal','taa','tag','tga','mesodinium'] if params.genetic_code != None: if os.path.isfile(params.genetic_code): lines = [line for line in open(params.genetic_code)] seen_taxa = [] for line in lines: if len(line.split('\t')) > 0 and not len(line.split('\t')) > 2: taxon = line.split('\t')[0] if taxon not in seen_taxa: seen_taxa.append(taxon) else: print('\nERROR: The taxon ' + taxon + ' is listed in the genetic codes file twice. Please make sure this file is correct.\n') exit() if taxon not in transcript_taxa: print('\nERROR: The taxon ' + taxon + ' is listed in the genetic codes file but there is no assembled transcripts file that corresponds to this taxon.\n') exit() if line.split('\t')[1].strip().lower() not in valid_codes: print('\nERROR: The code ' + line.split('\t')[1].strip() + ' is not a valid genetic code. Make sure you input only accepted genetic codes and that the genetic codes file is properly formatted.\n') exit() else: print('\nERROR: Unclear how to parse the line ' + line + ' in the given genetic codes file. This file should have two tab-separated columns.\n') exit() missing = [tax for tax in transcript_taxa if tax not in seen_taxa] if len(missing) > 0: print('\nERROR: The following taxa have assembled transcripts but are not listed in the genetic codes names file:' + '\n\t'.join(missing) + '\n') exit() else: if params.genetic_code.lower() not in valid_codes: print('\nERROR: The code ' + params.genetic_code + ' is not a valid genetic code. Make sure you input only accepted genetic codes and that the genetic codes file is properly formatted.\n') exit() else: print('\nERROR: An input genetic code is required.\n') exit() def run(params): print('\nChecking the input files and scripts setup...\n') transcript_taxa = check_transcripts(params) check_databases(params) check_conspecifics(params, transcript_taxa) check_gcodes(params, transcript_taxa) print('\nAll checks passed!\n')