Example #1
0
def main(args):
    check_dirpath(
        qconfig.QUAST_HOME,
        'You are trying to run it from ' + str(qconfig.QUAST_HOME) + '.\n' +
        'Please, put QUAST in a different directory, then try again.\n',
        exit_code=3)

    if not args:
        qconfig.usage(meta=True)
        sys.exit(0)

    metaquast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger,
                                                  metaquast_path + args,
                                                  is_metaquast=True)
    output_dirpath, ref_fpaths, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    html_report = qconfig.html_report
    test_mode = qconfig.test

    # Directories
    output_dirpath, _, _ = qutils.set_up_output_dir(output_dirpath,
                                                    None,
                                                    not output_dirpath,
                                                    save_json=False)

    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)

    qconfig.set_max_threads(logger)
    qutils.logger = logger

    ########################################################################

    from quast_libs import reporting
    try:
        import imp
        imp.reload(reporting)
    except:
        reload(reporting)
    from quast_libs import plotter

    if os.path.isdir(corrected_dirpath):
        shutil.rmtree(corrected_dirpath)
    os.mkdir(corrected_dirpath)

    # PROCESSING REFERENCES
    if ref_fpaths:
        logger.main_info()
        logger.main_info('Reference(s):')

        corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names =\
            correct_meta_references(ref_fpaths, corrected_dirpath)

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info('Contigs:')
    qconfig.no_check_meta = True
    assemblies, labels = correct_assemblies(contigs_fpaths, output_dirpath,
                                            labels)
    if not assemblies:
        logger.error(
            "None of the assembly files contains correct contigs. "
            "Please, provide different files or decrease --min-contig threshold."
        )
        return 4

    # Running QUAST(s)
    if qconfig.gene_finding:
        quast_py_args += ['--mgm']
    downloaded_refs = False

    # SEARCHING REFERENCES
    if not ref_fpaths:
        logger.main_info()
        if qconfig.max_references == 0:
            logger.notice(
                "Maximum number of references (--max-ref-number) is set to 0, search in SILVA 16S rRNA database is disabled"
            )
        else:
            if qconfig.references_txt:
                logger.main_info(
                    "List of references was provided, starting to download reference genomes from NCBI..."
                )
            else:
                logger.main_info(
                    "No references are provided, starting to search for reference genomes in SILVA 16S rRNA database "
                    "and to download them from NCBI...")
            downloaded_dirpath = os.path.join(output_dirpath,
                                              qconfig.downloaded_dirname)
            if not os.path.isdir(downloaded_dirpath):
                os.mkdir(downloaded_dirpath)
            corrected_dirpath = os.path.join(output_dirpath,
                                             qconfig.corrected_dirname)
            ref_fpaths = search_references_meta.do(assemblies, labels,
                                                   downloaded_dirpath,
                                                   corrected_dirpath,
                                                   qconfig.references_txt)
            if ref_fpaths:
                search_references_meta.is_quast_first_run = True
                if not qconfig.references_txt:
                    downloaded_refs = True
                logger.main_info()
                logger.main_info('Downloaded reference(s):')
                corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names =\
                    correct_meta_references(ref_fpaths, corrected_dirpath, downloaded_refs=True)
            elif test_mode and not ref_fpaths:
                logger.error(
                    'Failed to download or setup SILVA 16S rRNA database for working without '
                    'references on metagenome datasets!',
                    to_stderr=True,
                    exit_with_code=4)

    if not ref_fpaths:
        # No references, running regular quast with MetaGenemark gene finder
        logger.main_info()
        logger.notice(
            'No references are provided, starting regular QUAST with MetaGeneMark gene finder'
        )
        _start_quast_main(quast_py_args,
                          assemblies=assemblies,
                          output_dirpath=output_dirpath,
                          run_regular_quast=True)
        exit(0)

    # Running combined reference
    combined_output_dirpath = os.path.join(output_dirpath,
                                           qconfig.combined_output_name)

    reads_fpaths = []
    if qconfig.forward_reads:
        reads_fpaths.append(qconfig.forward_reads)
    if qconfig.reverse_reads:
        reads_fpaths.append(qconfig.reverse_reads)
    cov_fpath = qconfig.cov_fpath
    physical_cov_fpath = qconfig.phys_cov_fpath
    if (reads_fpaths or qconfig.sam or qconfig.bam) and ref_fpaths:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(
            combined_ref_fpath,
            contigs_fpaths,
            reads_fpaths,
            corrected_ref_fpaths,
            os.path.join(combined_output_dirpath, qconfig.variation_dirname),
            external_logger=logger,
            sam_fpath=qconfig.sam,
            bam_fpath=qconfig.bam,
            bed_fpath=qconfig.bed)
        qconfig.bed = bed_fpath

    if qconfig.bed:
        quast_py_args += ['--sv-bed']
        quast_py_args += [qconfig.bed]
    if cov_fpath:
        quast_py_args += ['--cov']
        quast_py_args += [cov_fpath]
    if physical_cov_fpath:
        quast_py_args += ['--phys-cov']
        quast_py_args += [physical_cov_fpath]
    if qconfig.sam:
        quast_py_args += ['--sam']
        quast_py_args += [qconfig.sam]
    if qconfig.bam:
        quast_py_args += ['--bam']
        quast_py_args += [qconfig.bam]

    quast_py_args += ['--combined-ref']
    if qconfig.draw_plots or qconfig.html_report:
        if plotter_data.dict_color_and_ls:
            colors_and_ls = [
                plotter_data.dict_color_and_ls[asm.label] for asm in assemblies
            ]
            quast_py_args += ['--colors']
            quast_py_args += [','.join([style[0] for style in colors_and_ls])]
            quast_py_args += ['--ls']
            quast_py_args += [','.join([style[1] for style in colors_and_ls])]
    run_name = 'for the combined reference'
    logger.main_info()
    logger.main_info('Starting quast.py ' + run_name + '...')
    total_num_notices = 0
    total_num_warnings = 0
    total_num_nf_errors = 0
    total_num_notifications = (total_num_notices, total_num_warnings,
                               total_num_nf_errors)
    if qconfig.html_report:
        from quast_libs.html_saver import json_saver
        json_texts = []
    else:
        json_texts = None
    if qconfig.unique_mapping:
        ambiguity_opts = []
    else:
        ambiguity_opts = ["--ambiguity-usage", 'all']
    return_code, total_num_notifications = \
        _start_quast_main(quast_py_args + ambiguity_opts,
        labels=labels,
        assemblies=assemblies,
        reference_fpath=combined_ref_fpath,
        output_dirpath=combined_output_dirpath,
        num_notifications_tuple=total_num_notifications,
        is_combined_ref=True)

    if json_texts is not None:
        json_texts.append(json_saver.json_text)
    search_references_meta.is_quast_first_run = False

    genome_info_dirpath = os.path.join(output_dirpath,
                                       qconfig.combined_output_name,
                                       'genome_stats')
    genome_info_fpath = os.path.join(genome_info_dirpath, 'genome_info.txt')
    if not os.path.exists(genome_info_fpath):
        logger.main_info('')
        if not downloaded_refs:
            msg = 'Try to restart MetaQUAST with another references.'
        else:
            msg = 'Try to use option --max-ref-number to change maximum number of references (per each assembly) to download.'
        logger.main_info(
            'Failed aligning the contigs for all the references. ' + msg)
        logger.main_info('')
        cleanup(corrected_dirpath)
        logger.main_info('MetaQUAST finished.')
        return logger.finish_up(numbers=tuple(total_num_notifications),
                                check_test=test_mode)

    if downloaded_refs:
        logger.main_info()
        logger.main_info(
            'Excluding downloaded references with low genome fraction from further analysis..'
        )
        corr_ref_fpaths = get_downloaded_refs_with_alignments(
            genome_info_fpath, ref_fpaths, chromosomes_by_refs)
        if corr_ref_fpaths and corr_ref_fpaths != ref_fpaths:
            logger.main_info()
            logger.main_info('Filtered reference(s):')
            os.remove(combined_ref_fpath)
            contigs_analyzer.ref_labels_by_chromosomes = OrderedDict()
            corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names = \
                correct_meta_references(corr_ref_fpaths, corrected_dirpath)
            assemblies, labels = correct_assemblies(contigs_fpaths,
                                                    output_dirpath, labels)
            run_name = 'for the corrected combined reference'
            logger.main_info()
            logger.main_info('Starting quast.py ' + run_name + '...')
            return_code, total_num_notifications = \
                _start_quast_main(quast_py_args + ambiguity_opts,
                labels=labels,
                assemblies=assemblies,
                reference_fpath=combined_ref_fpath,
                output_dirpath=combined_output_dirpath,
                num_notifications_tuple=total_num_notifications,
                is_combined_ref=True)
            if json_texts is not None:
                json_texts = json_texts[:-1]
                json_texts.append(json_saver.json_text)
        elif corr_ref_fpaths == ref_fpaths:
            logger.main_info(
                'All downloaded references have genome fraction more than 10%. Nothing was excluded.'
            )
        else:
            logger.main_info(
                'All downloaded references have low genome fraction. Nothing was excluded for now.'
            )

    if qconfig.calculate_read_support:
        calculate_ave_read_support(combined_output_dirpath, assemblies)

    for arg in args:
        if arg in ('-s', "--scaffolds"):
            quast_py_args.remove(arg)
    quast_py_args += ['--no-check-meta']
    qconfig.contig_thresholds = ','.join([
        str(threshold) for threshold in qconfig.contig_thresholds
        if threshold >= qconfig.min_contig
    ])
    if not qconfig.contig_thresholds:
        qconfig.contig_thresholds = 'None'
    quast_py_args = remove_from_quast_py_args(quast_py_args,
                                              '--contig-thresholds',
                                              qconfig.contig_thresholds)
    quast_py_args += ['--contig-thresholds']
    quast_py_args += [qconfig.contig_thresholds]
    quast_py_args.remove('--combined-ref')

    logger.main_info()
    logger.main_info(
        'Partitioning contigs into bins aligned to each reference..')

    assemblies_by_reference, not_aligned_assemblies = partition_contigs(
        assemblies, corrected_ref_fpaths, corrected_dirpath,
        os.path.join(combined_output_dirpath, 'contigs_reports',
                     'alignments_%s.tsv'), labels)

    output_dirpath_per_ref = os.path.join(output_dirpath,
                                          qconfig.per_ref_dirname)
    if not qconfig.memory_efficient and \
                    len(assemblies_by_reference) > len(assemblies) and len(assemblies) < qconfig.max_threads:
        logger.main_info()
        logger.main_info('Run QUAST on different references in parallel..')
        threads_per_ref = max(
            1, qconfig.max_threads // len(assemblies_by_reference))
        quast_py_args += ['--memory-efficient']
        quast_py_args += ['-t', str(threads_per_ref)]

        num_notifications = (0, 0, 0)
        parallel_run_args = [
            (quast_py_args, output_dirpath_per_ref, ref_fpath, ref_assemblies,
             num_notifications, True)
            for ref_fpath, ref_assemblies in assemblies_by_reference
        ]
        ref_names, ref_json_texts, ref_notifications = \
            run_parallel(_run_quast_per_ref, parallel_run_args, qconfig.max_threads, filter_results=True)
        per_ref_num_notifications = map(sum, zip(*ref_notifications))
        total_num_notifications = map(
            sum, zip(total_num_notifications, per_ref_num_notifications))
        if json_texts is not None:
            json_texts.extend(ref_json_texts)
        quast_py_args.remove('--memory-efficient')
        quast_py_args = remove_from_quast_py_args(quast_py_args, '-t',
                                                  str(threads_per_ref))
    else:
        ref_names = []
        for ref_fpath, ref_assemblies in assemblies_by_reference:
            ref_name, json_text, total_num_notifications = \
                _run_quast_per_ref(quast_py_args, output_dirpath_per_ref, ref_fpath, ref_assemblies, total_num_notifications)
            if not ref_name:
                continue
            ref_names.append(ref_name)
            if json_texts is not None:
                json_texts.append(json_text)

    # Finally running for the contigs that has not been aligned to any reference
    no_unaligned_contigs = True
    for assembly in not_aligned_assemblies:
        if os.path.isfile(
                assembly.fpath) and os.stat(assembly.fpath).st_size != 0:
            no_unaligned_contigs = False
            break

    run_name = 'for the contigs not aligned anywhere'
    logger.main_info()
    if no_unaligned_contigs:
        logger.main_info('Skipping quast.py ' + run_name +
                         ' (everything is aligned!)')
    else:
        logger.main_info('Starting quast.py ' + run_name + '... (logging to ' +
                         os.path.join(output_dirpath, qconfig.not_aligned_name,
                                      qconfig.LOGGER_DEFAULT_NAME + '.log)'))

        return_code, total_num_notifications = _start_quast_main(
            quast_py_args,
            assemblies=not_aligned_assemblies,
            output_dirpath=os.path.join(output_dirpath,
                                        qconfig.not_aligned_name),
            num_notifications_tuple=total_num_notifications)

        if return_code not in [0, 4]:
            logger.error(
                'Error running quast.py for the contigs not aligned anywhere')
        elif return_code == 4:  # no unaligned contigs, i.e. everything aligned
            no_unaligned_contigs = True
        if not no_unaligned_contigs:
            if json_texts is not None:
                json_texts.append(json_saver.json_text)

    if ref_names:
        logger.print_timestamp()
        logger.main_info("Summarizing results...")

        summary_output_dirpath = os.path.join(output_dirpath,
                                              qconfig.meta_summary_dir)
        if not os.path.isdir(summary_output_dirpath):
            os.makedirs(summary_output_dirpath)
        if html_report and json_texts:
            from quast_libs.html_saver import html_saver
            html_summary_report_fpath = html_saver.init_meta_report(
                output_dirpath)
        else:
            html_summary_report_fpath = None
        from quast_libs import create_meta_summary
        metrics_for_plots = reporting.Fields.main_metrics
        misassembly_metrics = [
            reporting.Fields.MIS_RELOCATION,
            reporting.Fields.MIS_TRANSLOCATION, reporting.Fields.MIS_INVERTION,
            reporting.Fields.MIS_ISTRANSLOCATIONS
        ]
        if no_unaligned_contigs:
            full_ref_names = [
                qutils.name_from_fpath(ref_fpath)
                for ref_fpath in corrected_ref_fpaths
            ]
        else:
            full_ref_names = [
                qutils.name_from_fpath(ref_fpath)
                for ref_fpath in corrected_ref_fpaths
            ] + [qconfig.not_aligned_name]
        create_meta_summary.do(html_summary_report_fpath,
                               summary_output_dirpath, combined_output_dirpath,
                               output_dirpath_per_ref, metrics_for_plots,
                               misassembly_metrics, full_ref_names)
        if html_report and json_texts:
            html_saver.save_colors(output_dirpath,
                                   contigs_fpaths,
                                   plotter_data.dict_color_and_ls,
                                   meta=True)
            if qconfig.create_icarus_html:
                icarus_html_fpath = html_saver.create_meta_icarus(
                    output_dirpath, ref_names)
                logger.main_info('  Icarus (contig browser) is saved to %s' %
                                 icarus_html_fpath)
            html_saver.create_meta_report(output_dirpath, json_texts)

    cleanup(corrected_dirpath)
    logger.main_info('')
    logger.main_info('MetaQUAST finished.')
    return logger.finish_up(numbers=tuple(total_num_notifications),
                            check_test=test_mode)
Example #2
0
def main(args):
    check_dirpath(qconfig.QUAST_HOME, 'You are trying to run it from ' + str(qconfig.QUAST_HOME) + '.\n' +
                  'Please, put QUAST in a different directory, then try again.\n', exit_code=3)

    if not args:
        qconfig.usage(meta=True)
        sys.exit(0)

    metaquast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger, metaquast_path + args, is_metaquast=True)
    output_dirpath, ref_fpaths, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    html_report = qconfig.html_report
    test_mode = qconfig.test

    # Directories
    output_dirpath, _, _ = qutils.set_up_output_dir(
        output_dirpath, None, not output_dirpath,
        save_json=False)

    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)

    qconfig.set_max_threads(logger)
    qutils.logger = logger

    ########################################################################

    from quast_libs import reporting
    try:
        import imp
        imp.reload(reporting)
    except:
        reload(reporting)
    from quast_libs import plotter

    if os.path.isdir(corrected_dirpath):
        shutil.rmtree(corrected_dirpath)
    os.mkdir(corrected_dirpath)

    # PROCESSING REFERENCES
    if ref_fpaths:
        logger.main_info()
        logger.main_info('Reference(s):')

        corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names =\
            correct_meta_references(ref_fpaths, corrected_dirpath)

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info('Contigs:')
    qconfig.no_check_meta = True
    assemblies, labels = correct_assemblies(contigs_fpaths, output_dirpath, labels)
    if not assemblies:
        logger.error("None of the assembly files contains correct contigs. "
                     "Please, provide different files or decrease --min-contig threshold.")
        return 4

    # Running QUAST(s)
    quast_py_args += ['--meta']
    downloaded_refs = False

    # SEARCHING REFERENCES
    if not ref_fpaths:
        logger.main_info()
        if qconfig.max_references == 0:
            logger.notice("Maximum number of references (--max-ref-number) is set to 0, search in SILVA 16S rRNA database is disabled")
        else:
            if qconfig.references_txt:
                logger.main_info("List of references was provided, starting to download reference genomes from NCBI...")
            else:
                logger.main_info("No references are provided, starting to search for reference genomes in SILVA 16S rRNA database "
                        "and to download them from NCBI...")
            downloaded_dirpath = os.path.join(output_dirpath, qconfig.downloaded_dirname)
            if not os.path.isdir(downloaded_dirpath):
                os.mkdir(downloaded_dirpath)
            corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)
            ref_fpaths = search_references_meta.do(assemblies, labels, downloaded_dirpath, corrected_dirpath, qconfig.references_txt)
            if ref_fpaths:
                search_references_meta.is_quast_first_run = True
                if not qconfig.references_txt:
                    downloaded_refs = True
                logger.main_info()
                logger.main_info('Downloaded reference(s):')
                corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names =\
                    correct_meta_references(ref_fpaths, corrected_dirpath)
            elif test_mode and not ref_fpaths:
                logger.error('Failed to download or setup SILVA 16S rRNA database for working without '
                             'references on metagenome datasets!', to_stderr=True, exit_with_code=4)

    if not ref_fpaths:
        # No references, running regular quast with MetaGenemark gene finder
        logger.main_info()
        logger.notice('No references are provided, starting regular QUAST with MetaGeneMark gene finder')
        _start_quast_main(quast_py_args, assemblies=assemblies, output_dirpath=output_dirpath, run_regular_quast=True)
        exit(0)

    # Running combined reference
    combined_output_dirpath = os.path.join(output_dirpath, qconfig.combined_output_name)

    reads_fpaths = []
    if qconfig.forward_reads:
        reads_fpaths.append(qconfig.forward_reads)
    if qconfig.reverse_reads:
        reads_fpaths.append(qconfig.reverse_reads)
    cov_fpath = qconfig.cov_fpath
    physical_cov_fpath = qconfig.phys_cov_fpath
    if (reads_fpaths or qconfig.sam or qconfig.bam) and ref_fpaths:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(combined_ref_fpath, contigs_fpaths, reads_fpaths, corrected_ref_fpaths,
                                                   os.path.join(combined_output_dirpath, qconfig.variation_dirname),
                                                   external_logger=logger, sam_fpath=qconfig.sam, bam_fpath=qconfig.bam, bed_fpath=qconfig.bed)
        qconfig.bed = bed_fpath

    if qconfig.bed:
        quast_py_args += ['--sv-bed']
        quast_py_args += [qconfig.bed]
    if cov_fpath:
        quast_py_args += ['--cov']
        quast_py_args += [cov_fpath]
    if physical_cov_fpath:
        quast_py_args += ['--phys-cov']
        quast_py_args += [physical_cov_fpath]
    if qconfig.sam:
        quast_py_args += ['--sam']
        quast_py_args += [qconfig.sam]
    if qconfig.bam:
        quast_py_args += ['--bam']
        quast_py_args += [qconfig.bam]

    quast_py_args += ['--combined-ref']
    if qconfig.draw_plots or qconfig.html_report:
        if plotter.dict_color_and_ls:
            colors_and_ls = [plotter.dict_color_and_ls[asm.label] for asm in assemblies]
            quast_py_args += ['--colors']
            quast_py_args += [','.join([style[0] for style in colors_and_ls])]
            quast_py_args += ['--ls']
            quast_py_args += [','.join([style[1] for style in colors_and_ls])]
    run_name = 'for the combined reference'
    logger.main_info()
    logger.main_info('Starting quast.py ' + run_name + '...')
    total_num_notices = 0
    total_num_warnings = 0
    total_num_nf_errors = 0
    total_num_notifications = (total_num_notices, total_num_warnings, total_num_nf_errors)
    if qconfig.html_report:
        from quast_libs.html_saver import json_saver
        json_texts = []
    else:
        json_texts = None
    if qconfig.unique_mapping:
        ambiguity_opts = []
    else:
        ambiguity_opts = ["--ambiguity-usage", 'all']
    return_code, total_num_notifications, assemblies, labels = \
        _start_quast_main(quast_py_args + ambiguity_opts,
        assemblies=assemblies,
        reference_fpath=combined_ref_fpath,
        output_dirpath=combined_output_dirpath,
        num_notifications_tuple=total_num_notifications, is_first_run=True)

    if json_texts is not None:
        json_texts.append(json_saver.json_text)
    search_references_meta.is_quast_first_run = False

    genome_info_dirpath = os.path.join(output_dirpath, qconfig.combined_output_name, 'genome_stats')
    genome_info_fpath = os.path.join(genome_info_dirpath, 'genome_info.txt')
    if not os.path.exists(genome_info_fpath):
        logger.main_info('')
        if not downloaded_refs:
            msg = 'Try to restart MetaQUAST with another references.'
        else:
            msg = 'Try to use option --max-ref-number to change maximum number of references (per each assembly) to download.'
        logger.main_info('Failed aligning the contigs for all the references. ' + msg)
        logger.main_info('')
        cleanup(corrected_dirpath)
        logger.main_info('MetaQUAST finished.')
        return logger.finish_up(numbers=tuple(total_num_notifications), check_test=test_mode)

    if downloaded_refs:
        logger.main_info()
        logger.main_info('Excluding downloaded references with low genome fraction from further analysis..')
        corr_ref_fpaths = get_downloaded_refs_with_alignments(genome_info_fpath, ref_fpaths, chromosomes_by_refs)
        if corr_ref_fpaths and corr_ref_fpaths != ref_fpaths:
            logger.main_info()
            logger.main_info('Filtered reference(s):')
            os.remove(combined_ref_fpath)
            contigs_analyzer.ref_labels_by_chromosomes = {}
            corrected_ref_fpaths, combined_ref_fpath, chromosomes_by_refs, ref_names = \
                correct_meta_references(corr_ref_fpaths, corrected_dirpath)
            run_name = 'for the corrected combined reference'
            logger.main_info()
            logger.main_info('Starting quast.py ' + run_name + '...')
            return_code, total_num_notifications, assemblies, labels = \
                _start_quast_main(quast_py_args + ambiguity_opts,
                assemblies=assemblies,
                reference_fpath=combined_ref_fpath,
                output_dirpath=combined_output_dirpath,
                num_notifications_tuple=total_num_notifications, is_first_run=True)
            if json_texts is not None:
                json_texts = json_texts[:-1]
                json_texts.append(json_saver.json_text)
        elif corr_ref_fpaths == ref_fpaths:
            logger.main_info('All downloaded references have genome fraction more than 10%. Nothing was excluded.')
        else:
            logger.main_info('All downloaded references have low genome fraction. Nothing was excluded for now.')

    if qconfig.calculate_read_support:
        calculate_ave_read_support(combined_output_dirpath, assemblies)

    for arg in args:
        if arg in ('-s', "--scaffolds"):
            quast_py_args.remove(arg)
    quast_py_args += ['--no-check-meta']
    qconfig.contig_thresholds = ','.join([str(threshold) for threshold in qconfig.contig_thresholds if threshold > qconfig.min_contig])
    if not qconfig.contig_thresholds:
        qconfig.contig_thresholds = 'None'
    quast_py_args = remove_from_quast_py_args(quast_py_args, '--contig-thresholds', qconfig.contig_thresholds)
    quast_py_args += ['--contig-thresholds']
    quast_py_args += [qconfig.contig_thresholds]
    quast_py_args.remove('--combined-ref')

    logger.main_info()
    logger.main_info('Partitioning contigs into bins aligned to each reference..')

    assemblies_by_reference, not_aligned_assemblies = partition_contigs(
        assemblies, corrected_ref_fpaths, corrected_dirpath,
        os.path.join(combined_output_dirpath, 'contigs_reports', 'alignments_%s.tsv'), labels)

    ref_names = []
    output_dirpath_per_ref = os.path.join(output_dirpath, qconfig.per_ref_dirname)
    for ref_fpath, ref_assemblies in assemblies_by_reference:
        ref_name = qutils.name_from_fpath(ref_fpath)
        logger.main_info('')
        if not ref_assemblies:
            logger.main_info('No contigs were aligned to the reference ' + ref_name + ', skipping..')
        else:
            ref_names.append(ref_name)
            run_name = 'for the contigs aligned to ' + ref_name
            logger.main_info('Starting quast.py ' + run_name)

            return_code, total_num_notifications = _start_quast_main(quast_py_args,
                assemblies=ref_assemblies,
                reference_fpath=ref_fpath,
                output_dirpath=os.path.join(output_dirpath_per_ref, ref_name),
                num_notifications_tuple=total_num_notifications)
            if json_texts is not None:
                json_texts.append(json_saver.json_text)

    # Finally running for the contigs that has not been aligned to any reference
    no_unaligned_contigs = True
    for assembly in not_aligned_assemblies:
        if os.path.isfile(assembly.fpath) and os.stat(assembly.fpath).st_size != 0:
            no_unaligned_contigs = False
            break

    run_name = 'for the contigs not aligned anywhere'
    logger.main_info()
    if no_unaligned_contigs:
        logger.main_info('Skipping quast.py ' + run_name + ' (everything is aligned!)')
    else:
        logger.main_info('Starting quast.py ' + run_name + '...')

        return_code, total_num_notifications = _start_quast_main(quast_py_args,
            assemblies=not_aligned_assemblies,
            output_dirpath=os.path.join(output_dirpath, qconfig.not_aligned_name),
            num_notifications_tuple=total_num_notifications)

        if return_code not in [0, 4]:
            logger.error('Error running quast.py for the contigs not aligned anywhere')
        elif return_code == 4:  # no unaligned contigs, i.e. everything aligned
            no_unaligned_contigs = True
        if not no_unaligned_contigs:
            if json_texts is not None:
                json_texts.append(json_saver.json_text)

    if ref_names:
        logger.print_timestamp()
        logger.main_info("Summarizing results...")

        summary_output_dirpath = os.path.join(output_dirpath, qconfig.meta_summary_dir)
        if not os.path.isdir(summary_output_dirpath):
            os.makedirs(summary_output_dirpath)
        if html_report and json_texts:
            from quast_libs.html_saver import html_saver
            html_summary_report_fpath = html_saver.init_meta_report(output_dirpath)
        else:
            html_summary_report_fpath = None
        from quast_libs import create_meta_summary
        metrics_for_plots = reporting.Fields.main_metrics
        misassembl_metrics = [reporting.Fields.MIS_RELOCATION, reporting.Fields.MIS_TRANSLOCATION, reporting.Fields.MIS_INVERTION,
                           reporting.Fields.MIS_ISTRANSLOCATIONS]
        if no_unaligned_contigs:
            full_ref_names = ref_names
        else:
            full_ref_names = ref_names + [qconfig.not_aligned_name]
        create_meta_summary.do(html_summary_report_fpath, summary_output_dirpath, combined_output_dirpath,
                               output_dirpath_per_ref, metrics_for_plots, misassembl_metrics, full_ref_names)
        if html_report and json_texts:
            html_saver.save_colors(output_dirpath, contigs_fpaths, plotter.dict_color_and_ls, meta=True)
            if qconfig.create_icarus_html:
                icarus_html_fpath = html_saver.create_meta_icarus(output_dirpath, ref_names)
                logger.main_info('  Icarus (contig browser) is saved to %s' % icarus_html_fpath)
            html_saver.create_meta_report(output_dirpath, json_texts)

    cleanup(corrected_dirpath)
    logger.main_info('')
    logger.main_info('MetaQUAST finished.')
    return logger.finish_up(numbers=tuple(total_num_notifications), check_test=test_mode)
Example #3
0
def main(args):
    check_dirpath(
        qconfig.QUAST_HOME,
        'You are trying to run it from ' + str(qconfig.QUAST_HOME) + '\n.' +
        'Please, put QUAST in a different directory, then try again.\n',
        exit_code=3)

    if not args:
        qconfig.usage(stream=sys.stderr)
        sys.exit(1)

    try:
        import imp
        imp.reload(qconfig)
        imp.reload(qutils)
    except:
        reload(qconfig)
        reload(qutils)

    try:
        locale.setlocale(locale.LC_ALL, 'en_US.utf8')
    except Exception:
        try:
            locale.setlocale(locale.LC_ALL, 'en_US.UTF-8')
        except Exception:
            logger.warning('Python locale settings can\'t be changed')
    quast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger, quast_path + args)
    output_dirpath, ref_fpath, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)
    logger.main_info()
    logger.print_params()

    ########################################################################
    from quast_libs import reporting
    reports = reporting.reports
    try:
        import imp
        imp.reload(reporting)
    except:
        reload(reporting)
    reporting.reports = reports
    reporting.assembly_fpaths = []
    from quast_libs import plotter  # Do not remove this line! It would lead to a warning in matplotlib.

    if qconfig.is_combined_ref:
        corrected_dirpath = os.path.join(output_dirpath, '..',
                                         qconfig.corrected_dirname)
    else:
        if os.path.isdir(corrected_dirpath):
            shutil.rmtree(corrected_dirpath)
        os.mkdir(corrected_dirpath)

    qconfig.set_max_threads(logger)
    check_reads_fpaths(logger)
    # PROCESSING REFERENCE
    if ref_fpath:
        logger.main_info()
        logger.main_info('Reference:')
        original_ref_fpath = ref_fpath
        ref_fpath = qutils.correct_reference(ref_fpath, corrected_dirpath)
        if qconfig.optimal_assembly:
            if not qconfig.pacbio_reads and not qconfig.nanopore_reads and not qconfig.mate_pairs:
                logger.warning(
                    'Optimal assembly cannot be created. It requires mate-pairs or long reads (Pacbio SMRT or Oxford Nanopore).'
                )
            else:
                optimal_assembly_fpath = optimal_assembly.do(
                    ref_fpath, original_ref_fpath,
                    os.path.join(output_dirpath,
                                 qconfig.optimal_assembly_basename))
                if optimal_assembly_fpath is not None:
                    contigs_fpaths.insert(0, optimal_assembly_fpath)
                    labels.insert(0, 'Optimal')
                    labels = qutils.process_labels(contigs_fpaths, labels)
    else:
        ref_fpath = ''

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info('Contigs:')

    contigs_fpaths, old_contigs_fpaths = qutils.correct_contigs(
        contigs_fpaths, corrected_dirpath, labels, reporting)
    for contigs_fpath in contigs_fpaths:
        report = reporting.get(contigs_fpath)
        report.add_field(reporting.Fields.NAME,
                         qutils.label_from_fpath(contigs_fpath))

    qconfig.assemblies_num = len(contigs_fpaths)

    cov_fpath = qconfig.cov_fpath
    physical_cov_fpath = qconfig.phys_cov_fpath
    if qconfig.reads_fpaths or qconfig.reference_sam or qconfig.reference_sam or qconfig.sam_fpaths or qconfig.bam_fpaths:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(
            ref_fpath,
            contigs_fpaths,
            os.path.join(output_dirpath, qconfig.reads_stats_dirname),
            external_logger=logger)
        qconfig.bed = bed_fpath

    if not contigs_fpaths:
        logger.error(
            "None of the assembly files contains correct contigs. "
            "Please, provide different files or decrease --min-contig threshold.",
            fake_if_nested_run=True)
        return 4

    if qconfig.used_colors and qconfig.used_ls:
        for i, label in enumerate(labels):
            plotter_data.dict_color_and_ls[label] = (qconfig.used_colors[i],
                                                     qconfig.used_ls[i])

    qconfig.assemblies_fpaths = contigs_fpaths

    # Where all pdfs will be saved
    all_pdf_fpath = None
    if qconfig.draw_plots and plotter.can_draw_plots:
        all_pdf_fpath = os.path.join(output_dirpath, qconfig.plots_fname)

    if qconfig.json_output_dirpath:
        from quast_libs.html_saver import json_saver
        if json_saver.simplejson_error:
            qconfig.json_output_dirpath = None

    ########################################################################
    ### Stats and plots
    ########################################################################
    from quast_libs import basic_stats
    icarus_gc_fpath, circos_gc_fpath = basic_stats.do(
        ref_fpath, contigs_fpaths, os.path.join(output_dirpath, 'basic_stats'),
        output_dirpath)

    if qconfig.large_genome and ref_fpath:
        unique_kmers.do(os.path.join(output_dirpath, 'basic_stats'), ref_fpath,
                        contigs_fpaths, logger)

    aligned_contigs_fpaths = []
    aligned_lengths_lists = []
    contig_alignment_plot_fpath = None
    icarus_html_fpath = None
    circos_png_fpath = None
    if ref_fpath:
        ########################################################################
        ### former PLANTAKOLYA, PLANTAGORA
        ########################################################################
        from quast_libs import contigs_analyzer
        is_cyclic = qconfig.prokaryote and not qconfig.check_for_fragmented_ref
        aligner_statuses, aligned_lengths_per_fpath = contigs_analyzer.do(
            ref_fpath, contigs_fpaths, is_cyclic,
            os.path.join(output_dirpath, 'contigs_reports'),
            old_contigs_fpaths, qconfig.bed)
        for contigs_fpath in contigs_fpaths:
            if aligner_statuses[
                    contigs_fpath] == contigs_analyzer.AlignerStatus.OK:
                aligned_contigs_fpaths.append(contigs_fpath)
                aligned_lengths_lists.append(
                    aligned_lengths_per_fpath[contigs_fpath])

    # Before continue evaluating, check if aligner didn't skip all of the contigs files.
    detailed_contigs_reports_dirpath = None
    features_containers = None
    if len(aligned_contigs_fpaths) and ref_fpath:
        detailed_contigs_reports_dirpath = os.path.join(
            output_dirpath, 'contigs_reports')

        ########################################################################
        ### NAx and NGAx ("aligned Nx and NGx")
        ########################################################################
        from quast_libs import aligned_stats
        aligned_stats.do(ref_fpath, aligned_contigs_fpaths, output_dirpath,
                         aligned_lengths_lists,
                         os.path.join(output_dirpath, 'aligned_stats'))

        ########################################################################
        ### GENOME_ANALYZER
        ########################################################################
        from quast_libs import genome_analyzer
        features_containers = genome_analyzer.do(
            ref_fpath, aligned_contigs_fpaths, output_dirpath,
            qconfig.features, qconfig.operons,
            detailed_contigs_reports_dirpath,
            os.path.join(output_dirpath, 'genome_stats'))

    genes_by_labels = None
    if qconfig.gene_finding:
        if qconfig.glimmer:
            ########################################################################
            ### Glimmer
            ########################################################################
            from quast_libs import glimmer
            genes_by_labels = glimmer.do(
                contigs_fpaths, qconfig.genes_lengths,
                os.path.join(output_dirpath, 'predicted_genes'))
        if not qconfig.glimmer or qconfig.test:
            ########################################################################
            ### GeneMark
            ########################################################################
            from quast_libs import genemark
            genes_by_labels = genemark.do(
                contigs_fpaths, qconfig.genes_lengths,
                os.path.join(output_dirpath, 'predicted_genes'),
                qconfig.prokaryote, qconfig.metagenemark)
    else:
        logger.main_info("")
        logger.notice(
            "Genes are not predicted by default. Use --gene-finding option to enable it."
        )

    if qconfig.rna_gene_finding:
        run_barrnap.do(contigs_fpaths,
                       os.path.join(output_dirpath, 'predicted_genes'), logger)

    if qconfig.run_busco and not qconfig.is_combined_ref:
        if qconfig.platform_name == 'macosx':
            logger.main_info("")
            logger.warning("BUSCO can be run on Linux only")
        elif sys.version[0:3] == '2.5':
            logger.main_info("")
            logger.warning(
                "BUSCO does not support Python versions older than 2.6.")
        else:
            from quast_libs import run_busco
            run_busco.do(contigs_fpaths,
                         os.path.join(output_dirpath, qconfig.busco_dirname),
                         logger)
    ########################################################################
    reports_fpaths, transposed_reports_fpaths = reporting.save_total(
        output_dirpath)

    ########################################################################
    ### LARGE DRAWING TASKS
    ########################################################################
    if qconfig.draw_plots or qconfig.create_icarus_html:
        logger.print_timestamp()
        logger.main_info('Creating large visual summaries...')
        logger.main_info(
            'This may take a while: press Ctrl-C to skip this step..')
        try:
            if detailed_contigs_reports_dirpath:
                report_for_icarus_fpath_pattern = os.path.join(
                    detailed_contigs_reports_dirpath,
                    qconfig.icarus_report_fname_pattern)
                stdout_pattern = os.path.join(
                    detailed_contigs_reports_dirpath,
                    qconfig.contig_report_fname_pattern)
            else:
                report_for_icarus_fpath_pattern = None
                stdout_pattern = None
            draw_alignment_plots = qconfig.draw_svg or qconfig.create_icarus_html
            draw_circos_plot = qconfig.draw_plots and ref_fpath and len(
                aligned_contigs_fpaths) and not qconfig.space_efficient
            number_of_steps = sum([
                int(bool(value)) for value in
                [draw_alignment_plots, draw_circos_plot, all_pdf_fpath]
            ])
            if draw_alignment_plots:
                ########################################################################
                ### VISUALIZE CONTIG ALIGNMENT
                ########################################################################
                logger.main_info('  1 of %d: Creating Icarus viewers...' %
                                 number_of_steps)
                from quast_libs import icarus
                icarus_html_fpath, contig_alignment_plot_fpath = icarus.do(
                    contigs_fpaths,
                    report_for_icarus_fpath_pattern,
                    output_dirpath,
                    ref_fpath,
                    stdout_pattern=stdout_pattern,
                    features=features_containers,
                    cov_fpath=cov_fpath,
                    physical_cov_fpath=physical_cov_fpath,
                    gc_fpath=icarus_gc_fpath,
                    json_output_dir=qconfig.json_output_dirpath,
                    genes_by_labels=genes_by_labels)

            if draw_circos_plot:
                logger.main_info(
                    '  %d of %d: Creating Circos plots...' %
                    (2 if draw_alignment_plots else 1, number_of_steps))
                from quast_libs import circos
                circos_png_fpath, circos_legend_fpath = circos.do(
                    ref_fpath, contigs_fpaths, report_for_icarus_fpath_pattern,
                    circos_gc_fpath, features_containers, cov_fpath,
                    os.path.join(output_dirpath, 'circos'), logger)

            if all_pdf_fpath:
                # full report in PDF format: all tables and plots
                logger.main_info(
                    '  %d of %d: Creating PDF with all tables and plots...' %
                    (number_of_steps, number_of_steps))
                plotter.fill_all_pdf_file(all_pdf_fpath)
            logger.main_info('Done')
        except KeyboardInterrupt:
            logger.main_info('..step skipped!')
            if all_pdf_fpath and os.path.isfile(all_pdf_fpath):
                os.remove(all_pdf_fpath)

    ########################################################################
    ### TOTAL REPORT
    ########################################################################
    logger.print_timestamp()
    logger.main_info('RESULTS:')
    logger.main_info('  Text versions of total report are saved to ' +
                     reports_fpaths)
    logger.main_info(
        '  Text versions of transposed total report are saved to ' +
        transposed_reports_fpaths)

    if qconfig.html_report:
        from quast_libs.html_saver import html_saver
        html_saver.save_colors(output_dirpath, contigs_fpaths,
                               plotter_data.dict_color_and_ls)
        html_saver.save_total_report(output_dirpath, qconfig.min_contig,
                                     ref_fpath)

    if all_pdf_fpath and os.path.isfile(all_pdf_fpath):
        logger.main_info('  PDF version (tables and plots) is saved to ' +
                         all_pdf_fpath)

    if circos_png_fpath:
        logger.main_info(
            '  Circos plot is saved to %s (the annotation is in %s). Circos configuration file is saved to %s'
            % (circos_png_fpath, circos_legend_fpath,
               circos_png_fpath.replace('.png', '.conf')))

    if icarus_html_fpath:
        logger.main_info('  Icarus (contig browser) is saved to %s' %
                         icarus_html_fpath)

    if qconfig.draw_svg and contig_alignment_plot_fpath:
        logger.main_info('  Contig alignment plot is saved to %s' %
                         contig_alignment_plot_fpath)

    cleanup(corrected_dirpath)
    return logger.finish_up(check_test=qconfig.test)
Example #4
0
def main(args):
    check_dirpath(qconfig.QUAST_HOME, 'You are trying to run it from ' + str(qconfig.QUAST_HOME) + '\n.' +
                  'Please, put QUAST in a different directory, then try again.\n', exit_code=3)

    if not args:
        qconfig.usage(stream=sys.stderr)
        sys.exit(1)

    try:
        import imp
        imp.reload(qconfig)
        imp.reload(qutils)
    except:
        reload(qconfig)
        reload(qutils)

    try:
        locale.setlocale(locale.LC_ALL, 'en_US.utf8')
    except Exception:
        try:
            locale.setlocale(locale.LC_ALL, 'en_US.UTF-8')
        except Exception:
            logger.warning('Python locale settings can\'t be changed')
    quast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger, quast_path + args)
    output_dirpath, ref_fpath, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)
    logger.main_info()
    logger.print_params()

    ########################################################################
    from quast_libs import reporting
    reports = reporting.reports
    try:
        import imp
        imp.reload(reporting)
    except:
        reload(reporting)
    reporting.reports = reports
    reporting.assembly_fpaths = []
    from quast_libs import plotter  # Do not remove this line! It would lead to a warning in matplotlib.

    if qconfig.is_combined_ref:
        corrected_dirpath = os.path.join(output_dirpath, '..', qconfig.corrected_dirname)
    else:
        if os.path.isdir(corrected_dirpath):
            shutil.rmtree(corrected_dirpath)
        os.mkdir(corrected_dirpath)

    qconfig.set_max_threads(logger)
    check_reads_fpaths(logger)
    # PROCESSING REFERENCE
    if ref_fpath:
        logger.main_info()
        logger.main_info('Reference:')
        original_ref_fpath = ref_fpath
        ref_fpath = qutils.correct_reference(ref_fpath, corrected_dirpath)
        if qconfig.ideal_assembly:
            ideal_assembly_fpath = ideal_assembly.do(ref_fpath, original_ref_fpath,
                                                     os.path.join(output_dirpath, qconfig.ideal_assembly_basename))
            if ideal_assembly_fpath is not None:
                contigs_fpaths.insert(0, ideal_assembly_fpath)
                labels.insert(0, 'IDEAL ASSEMBLY')
                labels = qutils.process_labels(contigs_fpaths, labels)
    else:
        ref_fpath = ''

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info('Contigs:')

    contigs_fpaths, old_contigs_fpaths = qutils.correct_contigs(contigs_fpaths, corrected_dirpath, labels, reporting)
    for contigs_fpath in contigs_fpaths:
        report = reporting.get(contigs_fpath)
        report.add_field(reporting.Fields.NAME, qutils.label_from_fpath(contigs_fpath))

    qconfig.assemblies_num = len(contigs_fpaths)

    cov_fpath = qconfig.cov_fpath
    physical_cov_fpath = qconfig.phys_cov_fpath
    if qconfig.reads_fpaths or qconfig.reference_sam or qconfig.reference_sam or qconfig.sam_fpaths or qconfig.bam_fpaths:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(ref_fpath, contigs_fpaths,
                                                                     os.path.join(output_dirpath, qconfig.reads_stats_dirname),
                                                                     external_logger=logger)
        qconfig.bed = bed_fpath

    if not contigs_fpaths:
        logger.error("None of the assembly files contains correct contigs. "
              "Please, provide different files or decrease --min-contig threshold.",
              fake_if_nested_run=True)
        return 4

    if qconfig.used_colors and qconfig.used_ls:
        for i, label in enumerate(labels):
            plotter_data.dict_color_and_ls[label] = (qconfig.used_colors[i], qconfig.used_ls[i])

    qconfig.assemblies_fpaths = contigs_fpaths

    # Where all pdfs will be saved
    all_pdf_fpath = None
    if qconfig.draw_plots and plotter.can_draw_plots:
        all_pdf_fpath = os.path.join(output_dirpath, qconfig.plots_fname)

    if qconfig.json_output_dirpath:
        from quast_libs.html_saver import json_saver
        if json_saver.simplejson_error:
            qconfig.json_output_dirpath = None

    ########################################################################
    ### Stats and plots
    ########################################################################
    from quast_libs import basic_stats
    icarus_gc_fpath, circos_gc_fpath = basic_stats.do(ref_fpath, contigs_fpaths, os.path.join(output_dirpath, 'basic_stats'), output_dirpath)

    if qconfig.large_genome and ref_fpath:
        unique_kmers.do(os.path.join(output_dirpath, 'basic_stats'), ref_fpath, contigs_fpaths, logger)

    aligned_contigs_fpaths = []
    aligned_lengths_lists = []
    contig_alignment_plot_fpath = None
    icarus_html_fpath = None
    circos_png_fpath = None
    if ref_fpath:
        ########################################################################
        ### former PLANTAKOLYA, PLANTAGORA
        ########################################################################
        from quast_libs import contigs_analyzer
        is_cyclic = qconfig.prokaryote and not qconfig.check_for_fragmented_ref
        nucmer_statuses, aligned_lengths_per_fpath = contigs_analyzer.do(
            ref_fpath, contigs_fpaths, is_cyclic, os.path.join(output_dirpath, 'contigs_reports'),
            old_contigs_fpaths, qconfig.bed)
        for contigs_fpath in contigs_fpaths:
            if nucmer_statuses[contigs_fpath] == contigs_analyzer.NucmerStatus.OK:
                aligned_contigs_fpaths.append(contigs_fpath)
                aligned_lengths_lists.append(aligned_lengths_per_fpath[contigs_fpath])

    # Before continue evaluating, check if nucmer didn't skip all of the contigs files.
    detailed_contigs_reports_dirpath = None
    features_containers = None
    if len(aligned_contigs_fpaths) and ref_fpath:
        detailed_contigs_reports_dirpath = os.path.join(output_dirpath, 'contigs_reports')

        ########################################################################
        ### NAx and NGAx ("aligned Nx and NGx")
        ########################################################################
        from quast_libs import aligned_stats
        aligned_stats.do(
            ref_fpath, aligned_contigs_fpaths, output_dirpath,
            aligned_lengths_lists, os.path.join(output_dirpath, 'aligned_stats'))

        ########################################################################
        ### GENOME_ANALYZER
        ########################################################################
        from quast_libs import genome_analyzer
        features_containers = genome_analyzer.do(
            ref_fpath, aligned_contigs_fpaths, output_dirpath,
            qconfig.genes, qconfig.operons, detailed_contigs_reports_dirpath,
            os.path.join(output_dirpath, 'genome_stats'))

    genes_by_labels = None
    if qconfig.gene_finding:
        if qconfig.glimmer:
            ########################################################################
            ### Glimmer
            ########################################################################
            from quast_libs import glimmer
            genes_by_labels = glimmer.do(contigs_fpaths, qconfig.genes_lengths, os.path.join(output_dirpath, 'predicted_genes'))
        if not qconfig.glimmer or qconfig.test:
            ########################################################################
            ### GeneMark
            ########################################################################
            from quast_libs import genemark
            genes_by_labels = genemark.do(contigs_fpaths, qconfig.genes_lengths, os.path.join(output_dirpath, 'predicted_genes'),
                        qconfig.prokaryote, qconfig.metagenemark)
    else:
        logger.main_info("")
        logger.notice("Genes are not predicted by default. Use --gene-finding option to enable it.")

    if qconfig.rna_gene_finding:
        run_barrnap.do(contigs_fpaths, os.path.join(output_dirpath, 'predicted_genes'), logger)

    if qconfig.run_busco and not qconfig.is_combined_ref:
        if qconfig.platform_name == 'macosx':
            logger.main_info("")
            logger.warning("BUSCO can be run on Linux only")
        elif sys.version[0:3] == '2.5':
            logger.main_info("")
            logger.warning("BUSCO does not support Python versions older than 2.6.")
        else:
            from quast_libs import run_busco
            run_busco.do(contigs_fpaths, os.path.join(output_dirpath, qconfig.busco_dirname), logger)
    ########################################################################
    reports_fpaths, transposed_reports_fpaths = reporting.save_total(output_dirpath)

    ########################################################################
    ### LARGE DRAWING TASKS
    ########################################################################
    if qconfig.draw_plots or qconfig.create_icarus_html:
        logger.print_timestamp()
        logger.main_info('Creating large visual summaries...')
        logger.main_info('This may take a while: press Ctrl-C to skip this step..')
        try:
            if detailed_contigs_reports_dirpath:
                report_for_icarus_fpath_pattern = os.path.join(detailed_contigs_reports_dirpath, qconfig.icarus_report_fname_pattern)
                stdout_pattern = os.path.join(detailed_contigs_reports_dirpath, qconfig.contig_report_fname_pattern)
            else:
                report_for_icarus_fpath_pattern = None
                stdout_pattern = None
            draw_alignment_plots = qconfig.draw_svg or qconfig.create_icarus_html
            draw_circos_plot = qconfig.draw_plots and ref_fpath and len(aligned_contigs_fpaths) and not qconfig.space_efficient
            number_of_steps = sum([int(bool(value)) for value in [draw_alignment_plots, draw_circos_plot, all_pdf_fpath]])
            if draw_alignment_plots:
                ########################################################################
                ### VISUALIZE CONTIG ALIGNMENT
                ########################################################################
                logger.main_info('  1 of %d: Creating Icarus viewers...' % number_of_steps)
                from quast_libs import icarus
                icarus_html_fpath, contig_alignment_plot_fpath = icarus.do(
                    contigs_fpaths, report_for_icarus_fpath_pattern, output_dirpath, ref_fpath,
                    stdout_pattern=stdout_pattern, features=features_containers,
                    cov_fpath=cov_fpath, physical_cov_fpath=physical_cov_fpath, gc_fpath=icarus_gc_fpath,
                    json_output_dir=qconfig.json_output_dirpath, genes_by_labels=genes_by_labels)

            if draw_circos_plot:
                logger.main_info('  %d of %d: Creating Circos plots...' % (2 if draw_alignment_plots else 1, number_of_steps))
                from quast_libs import circos
                circos_png_fpath, circos_legend_fpath = circos.do(ref_fpath, contigs_fpaths, report_for_icarus_fpath_pattern, circos_gc_fpath,
                                                                  features_containers, cov_fpath, os.path.join(output_dirpath, 'circos'), logger)

            if all_pdf_fpath:
                # full report in PDF format: all tables and plots
                logger.main_info('  %d of %d: Creating PDF with all tables and plots...' % (number_of_steps, number_of_steps))
                plotter.fill_all_pdf_file(all_pdf_fpath)
            logger.main_info('Done')
        except KeyboardInterrupt:
            logger.main_info('..step skipped!')
            if all_pdf_fpath and os.path.isfile(all_pdf_fpath):
                os.remove(all_pdf_fpath)

    ########################################################################
    ### TOTAL REPORT
    ########################################################################
    logger.print_timestamp()
    logger.main_info('RESULTS:')
    logger.main_info('  Text versions of total report are saved to ' + reports_fpaths)
    logger.main_info('  Text versions of transposed total report are saved to ' + transposed_reports_fpaths)

    if qconfig.html_report:
        from quast_libs.html_saver import html_saver
        html_saver.save_colors(output_dirpath, contigs_fpaths, plotter_data.dict_color_and_ls)
        html_saver.save_total_report(output_dirpath, qconfig.min_contig, ref_fpath)

    if all_pdf_fpath and os.path.isfile(all_pdf_fpath):
        logger.main_info('  PDF version (tables and plots) is saved to ' + all_pdf_fpath)

    if circos_png_fpath:
        logger.main_info('  Circos plot is saved to %s (the annotation is in %s). Circos configuration file is saved to %s' %
                         (circos_png_fpath, circos_legend_fpath, circos_png_fpath.replace('.png', '.conf')))

    if icarus_html_fpath:
        logger.main_info('  Icarus (contig browser) is saved to %s' % icarus_html_fpath)

    if qconfig.draw_svg and contig_alignment_plot_fpath:
        logger.main_info('  Contig alignment plot is saved to %s' % contig_alignment_plot_fpath)

    cleanup(corrected_dirpath)
    return logger.finish_up(check_test=qconfig.test)
Example #5
0
def main(args):
    if ' ' in qconfig.QUAST_HOME:
        logger.error('QUAST does not support spaces in paths. \n'
                     'You are trying to run it from ' + str(qconfig.QUAST_HOME) + '\n'
                     'Please, put QUAST in a different directory, then try again.\n',
                     to_stderr=True,
                     exit_with_code=3)

    if not args:
        qconfig.usage()
        sys.exit(0)

    reload(qconfig)

    quast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger, quast_path + args)
    output_dirpath, ref_fpath, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)
    logger.main_info()
    logger.print_params()

    ########################################################################
    from quast_libs import reporting
    reports = reporting.reports
    reload(reporting)
    reporting.reports = reports
    reporting.assembly_fpaths = []
    from quast_libs import plotter  # Do not remove this line! It would lead to a warning in matplotlib.

    if qconfig.is_combined_ref:
        corrected_dirpath = os.path.join(output_dirpath, '..', qconfig.corrected_dirname)
    else:
        if os.path.isdir(corrected_dirpath):
            shutil.rmtree(corrected_dirpath)
        os.mkdir(corrected_dirpath)

    # PROCESSING REFERENCE
    if ref_fpath:
        logger.main_info()
        logger.main_info('Reference:')
        ref_fpath = qutils.correct_reference(ref_fpath, corrected_dirpath)
    else:
        ref_fpath = ''

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info('Contigs:')

    contigs_fpaths, old_contigs_fpaths = qutils.correct_contigs(contigs_fpaths, corrected_dirpath, labels, reporting)
    for contigs_fpath in contigs_fpaths:
        report = reporting.get(contigs_fpath)
        report.add_field(reporting.Fields.NAME, qutils.label_from_fpath(contigs_fpath))

    qconfig.assemblies_num = len(contigs_fpaths)

    reads_fpaths = []
    cov_fpath = []
    physical_cov_fpath = []
    if qconfig.forward_reads:
        reads_fpaths.append(qconfig.forward_reads)
    if qconfig.reverse_reads:
        reads_fpaths.append(qconfig.reverse_reads)
    if (reads_fpaths or qconfig.sam or qconfig.bam) and ref_fpath:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(ref_fpath, contigs_fpaths, reads_fpaths, None,
                                                                     os.path.join(output_dirpath, qconfig.variation_dirname),
                                                                     external_logger=logger, sam_fpath=qconfig.sam, bam_fpath=qconfig.bam, bed_fpath=qconfig.bed)
        qconfig.bed = bed_fpath

    if not contigs_fpaths:
        logger.error("None of the assembly files contains correct contigs. "
              "Please, provide different files or decrease --min-contig threshold.",
              fake_if_nested_run=True)
        return 4

    if qconfig.used_colors and qconfig.used_ls:
        for i, label in enumerate(labels):
            plotter.dict_color_and_ls[label] = (qconfig.used_colors[i], qconfig.used_ls[i])

    qconfig.assemblies_fpaths = contigs_fpaths
    if qconfig.with_gage:
        ########################################################################
        ### GAGE
        ########################################################################
        if not ref_fpath:
            logger.warning("GAGE can't be run without a reference and will be skipped.")
        else:
            from quast_libs import gage
            gage.do(ref_fpath, contigs_fpaths, output_dirpath)

    # Where all pdfs will be saved
    all_pdf_fpath = os.path.join(output_dirpath, qconfig.plots_fname)
    all_pdf_file = None

    if qconfig.draw_plots and plotter.can_draw_plots:
        try:
            from matplotlib.backends.backend_pdf import PdfPages
            all_pdf_file = PdfPages(all_pdf_fpath)
        except:
            all_pdf_file = None

    if qconfig.json_output_dirpath:
        from quast_libs.html_saver import json_saver
        if json_saver.simplejson_error:
            json_output_dirpath = None


    ########################################################################
    ### Stats and plots
    ########################################################################
    from quast_libs import basic_stats
    basic_stats.do(ref_fpath, contigs_fpaths, os.path.join(output_dirpath, 'basic_stats'),
                   qconfig.json_output_dirpath, output_dirpath)

    aligned_contigs_fpaths = []
    aligned_lengths_lists = []
    contig_alignment_plot_fpath = None
    icarus_html_fpath = None
    if ref_fpath:
        ########################################################################
        ### former PLANTAKOLYA, PLANTAGORA
        ########################################################################
        from quast_libs import contigs_analyzer
        nucmer_statuses, aligned_lengths_per_fpath = contigs_analyzer.do(
            ref_fpath, contigs_fpaths, qconfig.prokaryote, os.path.join(output_dirpath, 'contigs_reports'),
            old_contigs_fpaths, qconfig.bed)
        for contigs_fpath in contigs_fpaths:
            if nucmer_statuses[contigs_fpath] == contigs_analyzer.NucmerStatus.OK:
                aligned_contigs_fpaths.append(contigs_fpath)
                aligned_lengths_lists.append(aligned_lengths_per_fpath[contigs_fpath])

    # Before continue evaluating, check if nucmer didn't skip all of the contigs files.
    detailed_contigs_reports_dirpath = None
    features_containers = None
    if len(aligned_contigs_fpaths) and ref_fpath:
        detailed_contigs_reports_dirpath = os.path.join(output_dirpath, 'contigs_reports')

        ########################################################################
        ### NAx and NGAx ("aligned Nx and NGx")
        ########################################################################
        from quast_libs import aligned_stats
        aligned_stats.do(
            ref_fpath, aligned_contigs_fpaths, output_dirpath, qconfig.json_output_dirpath,
            aligned_lengths_lists, os.path.join(output_dirpath, 'aligned_stats'))

        ########################################################################
        ### GENOME_ANALYZER
        ########################################################################
        from quast_libs import genome_analyzer
        features_containers = genome_analyzer.do(
            ref_fpath, aligned_contigs_fpaths, output_dirpath, qconfig.json_output_dirpath,
            qconfig.genes, qconfig.operons, detailed_contigs_reports_dirpath,
            os.path.join(output_dirpath, 'genome_stats'))

    genes_by_labels = None
    if qconfig.gene_finding:
        if qconfig.glimmer:
            ########################################################################
            ### Glimmer
            ########################################################################
            from quast_libs import glimmer
            genes_by_labels = glimmer.do(contigs_fpaths, qconfig.genes_lengths, os.path.join(output_dirpath, 'predicted_genes'))
        else:
            ########################################################################
            ### GeneMark
            ########################################################################
            from quast_libs import genemark
            genes_by_labels = genemark.do(contigs_fpaths, qconfig.genes_lengths, os.path.join(output_dirpath, 'predicted_genes'),
                        qconfig.prokaryote, qconfig.meta)

    else:
        logger.main_info("")
        logger.notice("Genes are not predicted by default. Use --gene-finding option to enable it.")
    ########################################################################
    reports_fpaths, transposed_reports_fpaths = reporting.save_total(output_dirpath)

    ########################################################################
    ### LARGE DRAWING TASKS
    ########################################################################
    if qconfig.draw_plots or qconfig.create_icarus_html:
        logger.print_timestamp()
        logger.main_info('Creating large visual summaries...')
        logger.main_info('This may take a while: press Ctrl-C to skip this step..')
        try:
            if detailed_contigs_reports_dirpath:
                report_for_icarus_fpath_pattern = os.path.join(detailed_contigs_reports_dirpath, qconfig.icarus_report_fname_pattern)
                stdout_pattern = os.path.join(detailed_contigs_reports_dirpath, qconfig.contig_report_fname_pattern)
            else:
                report_for_icarus_fpath_pattern = None
                stdout_pattern = None
            draw_alignment_plots = qconfig.draw_svg or qconfig.create_icarus_html
            number_of_steps = sum([int(bool(value)) for value in [draw_alignment_plots, all_pdf_file]])
            if draw_alignment_plots:
                ########################################################################
                ### VISUALIZE CONTIG ALIGNMENT
                ########################################################################
                logger.main_info('  1 of %d: Creating Icarus viewers...' % number_of_steps)
                from quast_libs import icarus
                icarus_html_fpath, contig_alignment_plot_fpath = icarus.do(
                    contigs_fpaths, report_for_icarus_fpath_pattern, output_dirpath, ref_fpath,
                    stdout_pattern=stdout_pattern, features=features_containers, cov_fpath=cov_fpath,
                    physical_cov_fpath=physical_cov_fpath, json_output_dir=qconfig.json_output_dirpath,
                    genes_by_labels=genes_by_labels)

            if all_pdf_file:
                # full report in PDF format: all tables and plots
                logger.main_info('  %d of %d: Creating PDF with all tables and plots...' % (number_of_steps, number_of_steps))
                plotter.fill_all_pdf_file(all_pdf_file)
            logger.main_info('Done')
        except KeyboardInterrupt:
            logger.main_info('..step skipped!')
            os.remove(all_pdf_fpath)

    ########################################################################
    ### TOTAL REPORT
    ########################################################################
    logger.print_timestamp()
    logger.main_info('RESULTS:')
    logger.main_info('  Text versions of total report are saved to ' + reports_fpaths)
    logger.main_info('  Text versions of transposed total report are saved to ' + transposed_reports_fpaths)

    if qconfig.json_output_dirpath:
        json_saver.save_total_report(qconfig.json_output_dirpath, qconfig.min_contig, ref_fpath)

    if qconfig.html_report:
        from quast_libs.html_saver import html_saver
        html_saver.save_colors(output_dirpath, contigs_fpaths, plotter.dict_color_and_ls)
        html_saver.save_total_report(output_dirpath, qconfig.min_contig, ref_fpath)

    if os.path.isfile(all_pdf_fpath):
        logger.main_info('  PDF version (tables and plots) is saved to ' + all_pdf_fpath)

    if icarus_html_fpath:
        logger.main_info('  Icarus (contig browser) is saved to %s' % icarus_html_fpath)

    if qconfig.draw_svg and contig_alignment_plot_fpath:
        logger.main_info('  Contig alignment plot is saved to %s' % contig_alignment_plot_fpath)

    cleanup(corrected_dirpath)
    return logger.finish_up(check_test=qconfig.test)
Example #6
0
File: quast.py Project: ablab/quast
def main(args):
    check_dirpath(
        qconfig.QUAST_HOME,
        "You are trying to run it from "
        + str(qconfig.QUAST_HOME)
        + "\n."
        + "Please, put QUAST in a different directory, then try again.\n",
        exit_code=3,
    )

    if not args:
        qconfig.usage()
        sys.exit(0)

    try:
        import imp

        imp.reload(qconfig)
    except:
        reload(qconfig)

    try:
        locale.setlocale(locale.LC_ALL, "en_US.utf8")
    except Exception:
        try:
            locale.setlocale(locale.LC_ALL, "en_US.UTF-8")
        except Exception:
            logger.warning("Python locale settings can't be changed")
    quast_path = [os.path.realpath(__file__)]
    quast_py_args, contigs_fpaths = parse_options(logger, quast_path + args)
    output_dirpath, ref_fpath, labels = qconfig.output_dirpath, qconfig.reference, qconfig.labels
    corrected_dirpath = os.path.join(output_dirpath, qconfig.corrected_dirname)
    logger.main_info()
    logger.print_params()

    ########################################################################
    from quast_libs import reporting

    reports = reporting.reports
    try:
        import imp

        imp.reload(reporting)
    except:
        reload(reporting)
    reporting.reports = reports
    reporting.assembly_fpaths = []
    from quast_libs import plotter  # Do not remove this line! It would lead to a warning in matplotlib.

    if qconfig.is_combined_ref:
        corrected_dirpath = os.path.join(output_dirpath, "..", qconfig.corrected_dirname)
    else:
        if os.path.isdir(corrected_dirpath):
            shutil.rmtree(corrected_dirpath)
        os.mkdir(corrected_dirpath)

    qconfig.set_max_threads(logger)
    # PROCESSING REFERENCE
    if ref_fpath:
        logger.main_info()
        logger.main_info("Reference:")
        ref_fpath = qutils.correct_reference(ref_fpath, corrected_dirpath)
    else:
        ref_fpath = ""

    # PROCESSING CONTIGS
    logger.main_info()
    logger.main_info("Contigs:")

    contigs_fpaths, old_contigs_fpaths = qutils.correct_contigs(contigs_fpaths, corrected_dirpath, labels, reporting)
    for contigs_fpath in contigs_fpaths:
        report = reporting.get(contigs_fpath)
        report.add_field(reporting.Fields.NAME, qutils.label_from_fpath(contigs_fpath))

    qconfig.assemblies_num = len(contigs_fpaths)

    reads_fpaths = []
    cov_fpath = qconfig.cov_fpath
    physical_cov_fpath = qconfig.phys_cov_fpath
    if qconfig.forward_reads:
        reads_fpaths.append(qconfig.forward_reads)
    if qconfig.reverse_reads:
        reads_fpaths.append(qconfig.reverse_reads)
    if (reads_fpaths or qconfig.sam or qconfig.bam) and ref_fpath:
        bed_fpath, cov_fpath, physical_cov_fpath = reads_analyzer.do(
            ref_fpath,
            contigs_fpaths,
            reads_fpaths,
            None,
            os.path.join(output_dirpath, qconfig.variation_dirname),
            external_logger=logger,
            sam_fpath=qconfig.sam,
            bam_fpath=qconfig.bam,
            bed_fpath=qconfig.bed,
        )
        qconfig.bed = bed_fpath

    if not contigs_fpaths:
        logger.error(
            "None of the assembly files contains correct contigs. "
            "Please, provide different files or decrease --min-contig threshold.",
            fake_if_nested_run=True,
        )
        return 4

    if qconfig.used_colors and qconfig.used_ls:
        for i, label in enumerate(labels):
            plotter.dict_color_and_ls[label] = (qconfig.used_colors[i], qconfig.used_ls[i])

    qconfig.assemblies_fpaths = contigs_fpaths

    # Where all pdfs will be saved
    all_pdf_fpath = os.path.join(output_dirpath, qconfig.plots_fname)
    all_pdf_file = None

    if qconfig.draw_plots and plotter.can_draw_plots:
        try:
            from matplotlib.backends.backend_pdf import PdfPages

            all_pdf_file = PdfPages(all_pdf_fpath)
        except:
            all_pdf_file = None

    if qconfig.json_output_dirpath:
        from quast_libs.html_saver import json_saver

        if json_saver.simplejson_error:
            json_output_dirpath = None

    ########################################################################
    ### Stats and plots
    ########################################################################
    from quast_libs import basic_stats

    basic_stats.do(
        ref_fpath,
        contigs_fpaths,
        os.path.join(output_dirpath, "basic_stats"),
        qconfig.json_output_dirpath,
        output_dirpath,
    )

    aligned_contigs_fpaths = []
    aligned_lengths_lists = []
    contig_alignment_plot_fpath = None
    icarus_html_fpath = None
    if ref_fpath:
        ########################################################################
        ### former PLANTAKOLYA, PLANTAGORA
        ########################################################################
        from quast_libs import contigs_analyzer

        is_cyclic = qconfig.prokaryote and not qconfig.check_for_fragmented_ref
        nucmer_statuses, aligned_lengths_per_fpath = contigs_analyzer.do(
            ref_fpath,
            contigs_fpaths,
            is_cyclic,
            os.path.join(output_dirpath, "contigs_reports"),
            old_contigs_fpaths,
            qconfig.bed,
        )
        for contigs_fpath in contigs_fpaths:
            if nucmer_statuses[contigs_fpath] == contigs_analyzer.NucmerStatus.OK:
                aligned_contigs_fpaths.append(contigs_fpath)
                aligned_lengths_lists.append(aligned_lengths_per_fpath[contigs_fpath])

    # Before continue evaluating, check if nucmer didn't skip all of the contigs files.
    detailed_contigs_reports_dirpath = None
    features_containers = None
    if len(aligned_contigs_fpaths) and ref_fpath:
        detailed_contigs_reports_dirpath = os.path.join(output_dirpath, "contigs_reports")

        ########################################################################
        ### NAx and NGAx ("aligned Nx and NGx")
        ########################################################################
        from quast_libs import aligned_stats

        aligned_stats.do(
            ref_fpath,
            aligned_contigs_fpaths,
            output_dirpath,
            qconfig.json_output_dirpath,
            aligned_lengths_lists,
            os.path.join(output_dirpath, "aligned_stats"),
        )

        ########################################################################
        ### GENOME_ANALYZER
        ########################################################################
        from quast_libs import genome_analyzer

        features_containers = genome_analyzer.do(
            ref_fpath,
            aligned_contigs_fpaths,
            output_dirpath,
            qconfig.json_output_dirpath,
            qconfig.genes,
            qconfig.operons,
            detailed_contigs_reports_dirpath,
            os.path.join(output_dirpath, "genome_stats"),
        )

    if qconfig.with_gage:
        ########################################################################
        ### GAGE
        ########################################################################
        if not ref_fpath:
            logger.warning("GAGE can't be run without a reference and will be skipped.")
        else:
            from quast_libs import gage

            gage.do(ref_fpath, contigs_fpaths, output_dirpath)

    genes_by_labels = None
    if qconfig.gene_finding:
        if qconfig.glimmer:
            ########################################################################
            ### Glimmer
            ########################################################################
            from quast_libs import glimmer

            genes_by_labels = glimmer.do(
                contigs_fpaths, qconfig.genes_lengths, os.path.join(output_dirpath, "predicted_genes")
            )
        else:
            ########################################################################
            ### GeneMark
            ########################################################################
            from quast_libs import genemark

            genes_by_labels = genemark.do(
                contigs_fpaths,
                qconfig.genes_lengths,
                os.path.join(output_dirpath, "predicted_genes"),
                qconfig.prokaryote,
                qconfig.meta,
            )

    else:
        logger.main_info("")
        logger.notice("Genes are not predicted by default. Use --gene-finding option to enable it.")
    ########################################################################
    reports_fpaths, transposed_reports_fpaths = reporting.save_total(output_dirpath)

    ########################################################################
    ### LARGE DRAWING TASKS
    ########################################################################
    if qconfig.draw_plots or qconfig.create_icarus_html:
        logger.print_timestamp()
        logger.main_info("Creating large visual summaries...")
        logger.main_info("This may take a while: press Ctrl-C to skip this step..")
        try:
            if detailed_contigs_reports_dirpath:
                report_for_icarus_fpath_pattern = os.path.join(
                    detailed_contigs_reports_dirpath, qconfig.icarus_report_fname_pattern
                )
                stdout_pattern = os.path.join(detailed_contigs_reports_dirpath, qconfig.contig_report_fname_pattern)
            else:
                report_for_icarus_fpath_pattern = None
                stdout_pattern = None
            draw_alignment_plots = qconfig.draw_svg or qconfig.create_icarus_html
            number_of_steps = sum([int(bool(value)) for value in [draw_alignment_plots, all_pdf_file]])
            if draw_alignment_plots:
                ########################################################################
                ### VISUALIZE CONTIG ALIGNMENT
                ########################################################################
                logger.main_info("  1 of %d: Creating Icarus viewers..." % number_of_steps)
                from quast_libs import icarus

                icarus_html_fpath, contig_alignment_plot_fpath = icarus.do(
                    contigs_fpaths,
                    report_for_icarus_fpath_pattern,
                    output_dirpath,
                    ref_fpath,
                    stdout_pattern=stdout_pattern,
                    features=features_containers,
                    cov_fpath=cov_fpath,
                    physical_cov_fpath=physical_cov_fpath,
                    json_output_dir=qconfig.json_output_dirpath,
                    genes_by_labels=genes_by_labels,
                )

            if all_pdf_file:
                # full report in PDF format: all tables and plots
                logger.main_info(
                    "  %d of %d: Creating PDF with all tables and plots..." % (number_of_steps, number_of_steps)
                )
                plotter.fill_all_pdf_file(all_pdf_file)
            logger.main_info("Done")
        except KeyboardInterrupt:
            logger.main_info("..step skipped!")
            os.remove(all_pdf_fpath)

    ########################################################################
    ### TOTAL REPORT
    ########################################################################
    logger.print_timestamp()
    logger.main_info("RESULTS:")
    logger.main_info("  Text versions of total report are saved to " + reports_fpaths)
    logger.main_info("  Text versions of transposed total report are saved to " + transposed_reports_fpaths)

    if qconfig.json_output_dirpath:
        json_saver.save_total_report(qconfig.json_output_dirpath, qconfig.min_contig, ref_fpath)

    if qconfig.html_report:
        from quast_libs.html_saver import html_saver

        html_saver.save_colors(output_dirpath, contigs_fpaths, plotter.dict_color_and_ls)
        html_saver.save_total_report(output_dirpath, qconfig.min_contig, ref_fpath)

    if os.path.isfile(all_pdf_fpath):
        logger.main_info("  PDF version (tables and plots) is saved to " + all_pdf_fpath)

    if icarus_html_fpath:
        logger.main_info("  Icarus (contig browser) is saved to %s" % icarus_html_fpath)

    if qconfig.draw_svg and contig_alignment_plot_fpath:
        logger.main_info("  Contig alignment plot is saved to %s" % contig_alignment_plot_fpath)

    cleanup(corrected_dirpath)
    return logger.finish_up(check_test=qconfig.test)