Пример #1
0
def main(cmdlineargs=None, default_outfile=sys.stdout):
    """
	Main function that evaluates command-line parameters and iterates
	over all reads.

	default_outfile is the file to which trimmed reads are sent if the ``-o``
	parameter is not used.
	"""
    parser = get_option_parser()
    if cmdlineargs is None:
        cmdlineargs = sys.argv[1:]
    options, args = parser.parse_args(args=cmdlineargs)
    # Setup logging only if there are not already any handlers (can happen when
    # this function is being called externally such as from unit tests)
    if not logging.root.handlers:
        setup_logging(stdout=bool(options.output), quiet=options.quiet)

    if len(args) == 0:
        parser.error(
            "At least one parameter needed: name of a FASTA or FASTQ file.")
    elif len(args) > 2:
        parser.error("Too many parameters.")
    input_filename = args[0]
    if input_filename.endswith('.qual'):
        parser.error(
            "If a .qual file is given, it must be the second argument.")

    # Find out which 'mode' we need to use.
    # Default: single-read trimming (neither -p nor -A/-G/-B/-U/--interleaved given)
    paired = False
    if options.paired_output:
        # Modify first read only, keep second in sync (-p given, but not -A/-G/-B/-U).
        # This exists for backwards compatibility ('legacy mode').
        paired = 'first'
    # Any of these options switch off legacy mode
    if (options.adapters2 or options.front2 or options.anywhere2
            or options.cut2 or options.interleaved or options.pair_filter
            or options.too_short_paired_output
            or options.too_long_paired_output):
        # Full paired-end trimming when both -p and -A/-G/-B/-U given
        # Read modifications (such as quality trimming) are applied also to second read.
        paired = 'both'

    if paired and len(args) == 1 and not options.interleaved:
        parser.error("When paired-end trimming is enabled via -A/-G/-B/-U/"
                     "--interleaved or -p, two input files are required.")
    if not paired:
        if options.untrimmed_paired_output:
            parser.error(
                "Option --untrimmed-paired-output can only be used when "
                "trimming paired-end reads (with option -p).")

    interleaved_input = False
    interleaved_output = False
    if options.interleaved:
        interleaved_input = len(args) == 1
        interleaved_output = not options.paired_output
        if not interleaved_input and not interleaved_output:
            parser.error(
                "When --interleaved is used, you cannot provide both two input files and two output files"
            )

    # Assign input_paired_filename and quality_filename
    input_paired_filename = None
    quality_filename = None
    if paired:
        if not interleaved_input:
            input_paired_filename = args[1]
        if not interleaved_output:
            if not options.paired_output:
                parser.error(
                    "When paired-end trimming is enabled via -A/-G/-B/-U, "
                    "a second output file needs to be specified via -p (--paired-output)."
                )
            if not options.output:
                parser.error(
                    "When you use -p or --paired-output, you must also "
                    "use the -o option.")

        if bool(options.untrimmed_output) != bool(
                options.untrimmed_paired_output):
            parser.error(
                "When trimming paired-end reads, you must use either none "
                "or both of the --untrimmed-output/--untrimmed-paired-output options."
            )
        if options.too_short_output and not options.too_short_paired_output:
            parser.error(
                "When using --too-short-output with paired-end "
                "reads, you also need to use --too-short-paired-output")
        if options.too_long_output and not options.too_long_paired_output:
            parser.error(
                "When using --too-long-output with paired-end "
                "reads, you also need to use --too-long-paired-output")
    elif len(args) == 2:
        quality_filename = args[1]
        if options.format is not None:
            parser.error(
                "If a pair of .fasta and .qual files is given, the -f/--format parameter cannot be used."
            )

    if options.format is not None and options.format.lower() not in [
            'fasta', 'fastq', 'sra-fastq'
    ]:
        parser.error(
            "The input file format must be either 'fasta', 'fastq' or "
            "'sra-fastq' (not '{0}').".format(options.format))

    # Open input file(s)
    try:
        reader = seqio.open(input_filename,
                            file2=input_paired_filename,
                            qualfile=quality_filename,
                            colorspace=options.colorspace,
                            fileformat=options.format,
                            interleaved=interleaved_input)
    except (seqio.UnknownFileType, IOError) as e:
        parser.error(e)

    if options.quality_cutoff is not None:
        cutoffs = options.quality_cutoff.split(',')
        if len(cutoffs) == 1:
            try:
                cutoffs = [0, int(cutoffs[0])]
            except ValueError as e:
                parser.error(
                    "Quality cutoff value not recognized: {0}".format(e))
        elif len(cutoffs) == 2:
            try:
                cutoffs = [int(cutoffs[0]), int(cutoffs[1])]
            except ValueError as e:
                parser.error(
                    "Quality cutoff value not recognized: {0}".format(e))
        else:
            parser.error(
                "Expected one value or two values separated by comma for the quality cutoff"
            )
    else:
        cutoffs = None

    open_writer = functools.partial(seqio.open,
                                    mode='w',
                                    qualities=reader.delivers_qualities,
                                    colorspace=options.colorspace)

    if options.pair_filter is None:
        options.pair_filter = 'any'
    min_affected = 2 if options.pair_filter == 'both' else 1
    if not paired:
        filter_wrapper = Redirector
    elif paired == 'first':
        filter_wrapper = LegacyPairedRedirector
    elif paired == 'both':
        filter_wrapper = functools.partial(PairedRedirector,
                                           min_affected=min_affected)
    filters = []
    # TODO open_files = []
    too_short_writer = None  # too short reads go here
    # TODO pass file name to TooShortReadFilter, add a .close() method?
    if options.minimum_length > 0:
        if options.too_short_output:
            too_short_writer = open_writer(options.too_short_output,
                                           options.too_short_paired_output)
        filters.append(
            filter_wrapper(too_short_writer,
                           TooShortReadFilter(options.minimum_length)))
    too_long_writer = None  # too long reads go here
    if options.maximum_length < sys.maxsize:
        if options.too_long_output is not None:
            too_long_writer = open_writer(options.too_long_output,
                                          options.too_long_paired_output)
        filters.append(
            filter_wrapper(too_long_writer,
                           TooLongReadFilter(options.maximum_length)))

    if options.max_n != -1:
        filters.append(filter_wrapper(None, NContentFilter(options.max_n)))

    if int(options.discard_trimmed) + int(options.discard_untrimmed) + int(
            options.untrimmed_output is not None) > 1:
        parser.error(
            "Only one of the --discard-trimmed, --discard-untrimmed "
            "and --untrimmed-output options can be used at the same time.")
    demultiplexer = None
    untrimmed_writer = None
    writer = None
    if options.output is not None and '{name}' in options.output:
        if options.discard_trimmed:
            parser.error("Do not use --discard-trimmed when demultiplexing.")
        if paired:
            parser.error(
                "Demultiplexing not supported for paired-end files, yet.")
        untrimmed = options.output.replace('{name}', 'unknown')
        if options.untrimmed_output:
            untrimmed = options.untrimmed_output
        if options.discard_untrimmed:
            untrimmed = None
        demultiplexer = Demultiplexer(options.output,
                                      untrimmed,
                                      qualities=reader.delivers_qualities,
                                      colorspace=options.colorspace)
        filters.append(demultiplexer)
    else:
        # Set up the remaining filters to deal with --discard-trimmed,
        # --discard-untrimmed and --untrimmed-output. These options
        # are mutually exclusive in order to avoid brain damage.
        if options.discard_trimmed:
            filters.append(filter_wrapper(None, DiscardTrimmedFilter()))
        elif options.discard_untrimmed:
            filters.append(filter_wrapper(None, DiscardUntrimmedFilter()))
        elif options.untrimmed_output:
            untrimmed_writer = open_writer(options.untrimmed_output,
                                           options.untrimmed_paired_output)
            filters.append(
                filter_wrapper(untrimmed_writer, DiscardUntrimmedFilter()))

        # Finally, figure out where the reads that passed all the previous
        # filters should go.
        if options.output is not None:
            writer = open_writer(options.output,
                                 options.paired_output,
                                 interleaved=interleaved_output)
        else:
            writer = open_writer(default_outfile,
                                 interleaved=interleaved_output)
        if not paired:
            filters.append(NoFilter(writer))
        else:
            filters.append(PairedNoFilter(writer))

    if options.maq:
        options.colorspace = True
        options.double_encode = True
        options.trim_primer = True
        options.strip_suffix.append('_F3')
        options.suffix = "/1"
    if options.zero_cap is None:
        options.zero_cap = options.colorspace
    if options.trim_primer and not options.colorspace:
        parser.error("Trimming the primer makes only sense in colorspace.")
    if options.double_encode and not options.colorspace:
        parser.error("Double-encoding makes only sense in colorspace.")
    if options.anywhere and options.colorspace:
        parser.error(
            "Using --anywhere with colorspace reads is currently not supported (if you think this may be useful, contact the author)."
        )
    if not (0 <= options.error_rate <= 1.):
        parser.error("The maximum error rate must be between 0 and 1.")
    if options.overlap < 1:
        parser.error("The overlap must be at least 1.")

    if options.rest_file is not None:
        options.rest_file = xopen(options.rest_file, 'w')
        rest_writer = RestFileWriter(options.rest_file)
    else:
        rest_writer = None
    if options.info_file is not None:
        options.info_file = xopen(options.info_file, 'w')
    if options.wildcard_file is not None:
        options.wildcard_file = xopen(options.wildcard_file, 'w')

    if options.colorspace:
        if options.match_read_wildcards:
            parser.error('IUPAC wildcards not supported in colorspace')
        options.match_adapter_wildcards = False

    adapter_parser = AdapterParser(
        colorspace=options.colorspace,
        max_error_rate=options.error_rate,
        min_overlap=options.overlap,
        read_wildcards=options.match_read_wildcards,
        adapter_wildcards=options.match_adapter_wildcards,
        indels=options.indels)

    try:
        adapters = adapter_parser.parse_multi(options.adapters,
                                              options.anywhere, options.front)
        adapters2 = adapter_parser.parse_multi(options.adapters2,
                                               options.anywhere2,
                                               options.front2)
    except IOError as e:
        if e.errno == errno.ENOENT:
            parser.error(e)
        raise
    except ValueError as e:
        parser.error(e)
    if options.debug:
        for adapter in adapters + adapters2:
            adapter.enable_debug()

    # Create the single-end processing pipeline (a list of "modifiers")
    modifiers = []
    if options.cut:
        if len(options.cut) > 2:
            parser.error("You cannot remove bases from more than two ends.")
        if len(options.cut) == 2 and options.cut[0] * options.cut[1] > 0:
            parser.error("You cannot remove bases from the same end twice.")
        for cut in options.cut:
            if cut != 0:
                modifiers.append(UnconditionalCutter(cut))

    if options.nextseq_trim is not None:
        modifiers.append(
            NextseqQualityTrimmer(options.nextseq_trim, options.quality_base))

    if cutoffs:
        modifiers.append(
            QualityTrimmer(cutoffs[0], cutoffs[1], options.quality_base))
    if adapters:
        adapter_cutter = AdapterCutter(adapters, options.times,
                                       options.wildcard_file,
                                       options.info_file, rest_writer,
                                       options.action)
        modifiers.append(adapter_cutter)

    # Modifiers that apply to both reads of paired-end reads unless in legacy mode
    modifiers_both = []
    if options.length is not None:
        modifiers_both.append(Shortener(options.length))
    if options.trim_n:
        modifiers_both.append(NEndTrimmer())
    if options.length_tag:
        modifiers_both.append(LengthTagModifier(options.length_tag))
    if options.strip_f3:
        options.strip_suffix.append('_F3')
    for suffix in options.strip_suffix:
        modifiers_both.append(SuffixRemover(suffix))
    if options.prefix or options.suffix:
        modifiers_both.append(PrefixSuffixAdder(options.prefix,
                                                options.suffix))
    if options.double_encode:
        modifiers_both.append(DoubleEncoder())
    if options.zero_cap and reader.delivers_qualities:
        modifiers_both.append(ZeroCapper(quality_base=options.quality_base))
    if options.trim_primer:
        modifiers_both.append(PrimerTrimmer)
    modifiers.extend(modifiers_both)

    # For paired-end data, create a second processing pipeline.
    # However, if no second-read adapters were given (via -A/-G/-B/-U), we need to
    # be backwards compatible and *no modifications* are done to the second read.
    modifiers2 = []
    if paired == 'both':
        if options.cut2:
            if len(options.cut2) > 2:
                parser.error(
                    "You cannot remove bases from more than two ends.")
            if len(options.cut2
                   ) == 2 and options.cut2[0] * options.cut2[1] > 0:
                parser.error(
                    "You cannot remove bases from the same end twice.")
            for cut in options.cut2:
                if cut != 0:
                    modifiers2.append(UnconditionalCutter(cut))

        if cutoffs:
            modifiers2.append(
                QualityTrimmer(cutoffs[0], cutoffs[1], options.quality_base))
        if adapters2:
            adapter_cutter2 = AdapterCutter(adapters2, options.times, None,
                                            None, None, options.action)
            modifiers2.append(adapter_cutter2)
        else:
            adapter_cutter2 = None
        modifiers2.extend(modifiers_both)

    if paired:
        pipeline = PairedEndPipeline(reader, modifiers, modifiers2, filters)
    else:
        pipeline = SingleEndPipeline(reader, modifiers, filters)

    logger.info("This is cutadapt %s with Python %s", __version__,
                platform.python_version())
    logger.info("Command line parameters: %s", " ".join(cmdlineargs))
    logger.info(
        "Trimming %s adapter%s with at most %.1f%% errors in %s mode ...",
        len(adapters) + len(adapters2),
        's' if len(adapters) + len(adapters2) != 1 else '',
        options.error_rate * 100, {
            False: 'single-end',
            'first': 'paired-end legacy',
            'both': 'paired-end'
        }[paired])

    if paired == 'first' and (modifiers_both or cutoffs):
        logger.warning('\n'.join(
            textwrap.wrap(
                'WARNING: Requested read '
                'modifications are applied only to the first '
                'read since backwards compatibility mode is enabled. '
                'To modify both reads, also use any of the -A/-B/-G/-U options. '
                'Use a dummy adapter sequence when necessary: -A XXX')))

    start_time = time.clock()
    try:
        stats = pipeline.run()
    except KeyboardInterrupt as e:
        print("Interrupted", file=sys.stderr)
        sys.exit(130)
    except IOError as e:
        if e.errno == errno.EPIPE:
            sys.exit(1)
        raise
    except (seqio.FormatError, EOFError) as e:
        sys.exit("cutadapt: error: {0}".format(e))

    # close open files
    for f in [
            writer, untrimmed_writer, options.rest_file, options.wildcard_file,
            options.info_file, too_short_writer, too_long_writer,
            options.info_file, demultiplexer
    ]:
        if f is not None and f is not sys.stdin and f is not sys.stdout:
            f.close()

    elapsed_time = time.clock() - start_time
    if not options.quiet:
        stats.collect((adapters, adapters2), elapsed_time, modifiers,
                      modifiers2, filters)
        # send statistics to stderr if result was sent to stdout
        stat_file = sys.stderr if options.output is None else None
        with redirect_standard_output(stat_file):
            print_report(stats, (adapters, adapters2))
Пример #2
0
def pipeline_from_parsed_args(options, args, default_outfile):
	"""
	Setup a processing pipeline from parsed command-line options.

	If there are any problems parsing the arguments, a CommandlineError is thrown.
	"""
	if len(args) == 0:
		raise CommandlineError("At least one parameter needed: name of a FASTA or FASTQ file.")
	elif len(args) > 2:
		raise CommandlineError("Too many parameters.")
	input_filename = args[0]
	if input_filename.endswith('.qual'):
		raise CommandlineError("If a .qual file is given, it must be the second argument.")

	# Find out which 'mode' we need to use.
	# Default: single-read trimming (neither -p nor -A/-G/-B/-U/--interleaved given)
	paired = False
	if options.paired_output:
		# Modify first read only, keep second in sync (-p given, but not -A/-G/-B/-U).
		# This exists for backwards compatibility ('legacy mode').
		paired = 'first'
	# Any of these options switch off legacy mode
	if (options.adapters2 or options.front2 or options.anywhere2 or
			options.cut2 or options.interleaved or options.pair_filter or
			options.too_short_paired_output or options.too_long_paired_output):
		# Full paired-end trimming when both -p and -A/-G/-B/-U given
		# Read modifications (such as quality trimming) are applied also to second read.
		paired = 'both'

	if paired and len(args) == 1 and not options.interleaved:
		raise CommandlineError("When paired-end trimming is enabled via -A/-G/-B/-U/"
			"--interleaved or -p, two input files are required.")
	if not paired:
		if options.untrimmed_paired_output:
			raise CommandlineError("Option --untrimmed-paired-output can only be used when "
				"trimming paired-end reads (with option -p).")

	interleaved_input = False
	interleaved_output = False
	if options.interleaved:
		interleaved_input = len(args) == 1
		interleaved_output = not options.paired_output
		if not interleaved_input and not interleaved_output:
			raise CommandlineError("When --interleaved is used, you cannot provide both two input files and two output files")

	# Assign input_paired_filename and quality_filename
	input_paired_filename = None
	quality_filename = None
	if paired:
		if not interleaved_input:
			input_paired_filename = args[1]
		if not interleaved_output:
			if not options.paired_output:
				raise CommandlineError("When paired-end trimming is enabled via -A/-G/-B/-U, "
					"a second output file needs to be specified via -p (--paired-output).")
			if not options.output:
				raise CommandlineError("When you use -p or --paired-output, you must also "
					"use the -o option.")

		if bool(options.untrimmed_output) != bool(options.untrimmed_paired_output):
			raise CommandlineError("When trimming paired-end reads, you must use either none "
				"or both of the --untrimmed-output/--untrimmed-paired-output options.")
		if options.too_short_output and not options.too_short_paired_output:
			raise CommandlineError("When using --too-short-output with paired-end "
				"reads, you also need to use --too-short-paired-output")
		if options.too_long_output and not options.too_long_paired_output:
			raise CommandlineError("When using --too-long-output with paired-end "
				"reads, you also need to use --too-long-paired-output")
	elif len(args) == 2:
		quality_filename = args[1]
		if options.format is not None:
			raise CommandlineError("If a pair of .fasta and .qual files is given, the -f/--format parameter cannot be used.")

	if options.format is not None and options.format.lower() not in ['fasta', 'fastq', 'sra-fastq']:
		raise CommandlineError("The input file format must be either 'fasta', 'fastq' or "
			"'sra-fastq' (not '{0}').".format(options.format))

	# Open input file(s)
	try:
		reader = seqio.open(input_filename, file2=input_paired_filename,
				qualfile=quality_filename, colorspace=options.colorspace,
				fileformat=options.format, interleaved=interleaved_input)
	except (seqio.UnknownFileType, IOError) as e:
		raise CommandlineError(e)

	if options.quality_cutoff is not None:
		cutoffs = options.quality_cutoff.split(',')
		if len(cutoffs) == 1:
			try:
				cutoffs = [0, int(cutoffs[0])]
			except ValueError as e:
				raise CommandlineError("Quality cutoff value not recognized: {0}".format(e))
		elif len(cutoffs) == 2:
			try:
				cutoffs = [int(cutoffs[0]), int(cutoffs[1])]
			except ValueError as e:
				raise CommandlineError("Quality cutoff value not recognized: {0}".format(e))
		else:
			raise CommandlineError("Expected one value or two values separated by comma for the quality cutoff")
	else:
		cutoffs = None

	open_writer = functools.partial(seqio.open, mode='w',
		qualities=reader.delivers_qualities, colorspace=options.colorspace)

	if options.pair_filter is None:
		options.pair_filter = 'any'
	min_affected = 2 if options.pair_filter == 'both' else 1
	if not paired:
		filter_wrapper = Redirector
	elif paired == 'first':
		filter_wrapper = LegacyPairedRedirector
	elif paired == 'both':
		filter_wrapper = functools.partial(PairedRedirector, min_affected=min_affected)
	filters = []
	# TODO open_files = []
	too_short_writer = None  # too short reads go here
	# TODO pass file name to TooShortReadFilter, add a .close() method?
	if options.minimum_length > 0:
		if options.too_short_output:
			too_short_writer = open_writer(options.too_short_output, options.too_short_paired_output)
		filters.append(filter_wrapper(too_short_writer, TooShortReadFilter(options.minimum_length)))
	too_long_writer = None  # too long reads go here
	if options.maximum_length < sys.maxsize:
		if options.too_long_output is not None:
			too_long_writer = open_writer(options.too_long_output, options.too_long_paired_output)
		filters.append(filter_wrapper(too_long_writer, TooLongReadFilter(options.maximum_length)))

	if options.max_n != -1:
		filters.append(filter_wrapper(None, NContentFilter(options.max_n)))

	if int(options.discard_trimmed) + int(options.discard_untrimmed) + int(options.untrimmed_output is not None) > 1:
		raise CommandlineError("Only one of the --discard-trimmed, --discard-untrimmed "
			"and --untrimmed-output options can be used at the same time.")
	demultiplexer = None
	untrimmed_writer = None
	writer = None
	if options.output is not None and '{name}' in options.output:
		if options.discard_trimmed:
			raise CommandlineError("Do not use --discard-trimmed when demultiplexing.")
		if paired:
			raise CommandlineError("Demultiplexing not supported for paired-end files, yet.")
		untrimmed = options.output.replace('{name}', 'unknown')
		if options.untrimmed_output:
			untrimmed = options.untrimmed_output
		if options.discard_untrimmed:
			untrimmed = None
		demultiplexer = Demultiplexer(options.output, untrimmed,
			qualities=reader.delivers_qualities, colorspace=options.colorspace)
		filters.append(demultiplexer)
	else:
		# Set up the remaining filters to deal with --discard-trimmed,
		# --discard-untrimmed and --untrimmed-output. These options
		# are mutually exclusive in order to avoid brain damage.
		if options.discard_trimmed:
			filters.append(filter_wrapper(None, DiscardTrimmedFilter()))
		elif options.discard_untrimmed:
			filters.append(filter_wrapper(None, DiscardUntrimmedFilter()))
		elif options.untrimmed_output:
			untrimmed_writer = open_writer(options.untrimmed_output,
				options.untrimmed_paired_output)
			filters.append(filter_wrapper(untrimmed_writer, DiscardUntrimmedFilter()))

		# Finally, figure out where the reads that passed all the previous
		# filters should go.
		if options.output is not None:
			writer = open_writer(options.output, options.paired_output, interleaved=interleaved_output)
		else:
			writer = open_writer(default_outfile, interleaved=interleaved_output)
		if not paired:
			filters.append(NoFilter(writer))
		else:
			filters.append(PairedNoFilter(writer))

	if options.maq:
		options.colorspace = True
		options.double_encode = True
		options.trim_primer = True
		options.strip_suffix.append('_F3')
		options.suffix = "/1"
	if options.zero_cap is None:
		options.zero_cap = options.colorspace
	if options.trim_primer and not options.colorspace:
		raise CommandlineError("Trimming the primer makes only sense in colorspace.")
	if options.double_encode and not options.colorspace:
		raise CommandlineError("Double-encoding makes only sense in colorspace.")
	if options.anywhere and options.colorspace:
		raise CommandlineError("Using --anywhere with colorspace reads is currently not supported (if you think this may be useful, contact the author).")
	if not (0 <= options.error_rate <= 1.):
		raise CommandlineError("The maximum error rate must be between 0 and 1.")
	if options.overlap < 1:
		raise CommandlineError("The overlap must be at least 1.")

	if options.rest_file is not None:
		options.rest_file = xopen(options.rest_file, 'w')
		rest_writer = RestFileWriter(options.rest_file)
	else:
		rest_writer = None
	if options.info_file is not None:
		options.info_file = xopen(options.info_file, 'w')
	if options.wildcard_file is not None:
		options.wildcard_file = xopen(options.wildcard_file, 'w')

	if options.colorspace:
		if options.match_read_wildcards:
			raise CommandlineError('IUPAC wildcards not supported in colorspace')
		options.match_adapter_wildcards = False

	adapter_parser = AdapterParser(
		colorspace=options.colorspace,
		max_error_rate=options.error_rate,
		min_overlap=options.overlap,
		read_wildcards=options.match_read_wildcards,
		adapter_wildcards=options.match_adapter_wildcards,
		indels=options.indels)

	try:
		adapters = adapter_parser.parse_multi(options.adapters, options.anywhere, options.front)
		adapters2 = adapter_parser.parse_multi(options.adapters2, options.anywhere2, options.front2)
	except IOError as e:
		if e.errno == errno.ENOENT:
			raise CommandlineError(e)
		raise
	except ValueError as e:
		raise CommandlineError(e)
	if options.debug:
		for adapter in adapters + adapters2:
			adapter.enable_debug()

	# Create the single-end processing pipeline (a list of "modifiers")
	modifiers = []
	if options.cut:
		if len(options.cut) > 2:
			raise CommandlineError("You cannot remove bases from more than two ends.")
		if len(options.cut) == 2 and options.cut[0] * options.cut[1] > 0:
			raise CommandlineError("You cannot remove bases from the same end twice.")
		for cut in options.cut:
			if cut != 0:
				modifiers.append(UnconditionalCutter(cut))

	if options.nextseq_trim is not None:
		modifiers.append(NextseqQualityTrimmer(options.nextseq_trim, options.quality_base))

	if cutoffs:
		modifiers.append(QualityTrimmer(cutoffs[0], cutoffs[1], options.quality_base))
	if adapters:
		adapter_cutter = AdapterCutter(adapters, options.times,
				options.wildcard_file, options.info_file,
				rest_writer, options.action)
		modifiers.append(adapter_cutter)

	# Modifiers that apply to both reads of paired-end reads unless in legacy mode
	modifiers_both = []
	if options.length is not None:
		modifiers_both.append(Shortener(options.length))
	if options.trim_n:
		modifiers_both.append(NEndTrimmer())
	if options.length_tag:
		modifiers_both.append(LengthTagModifier(options.length_tag))
	if options.strip_f3:
		options.strip_suffix.append('_F3')
	for suffix in options.strip_suffix:
		modifiers_both.append(SuffixRemover(suffix))
	if options.prefix or options.suffix:
		modifiers_both.append(PrefixSuffixAdder(options.prefix, options.suffix))
	if options.double_encode:
		modifiers_both.append(DoubleEncoder())
	if options.zero_cap and reader.delivers_qualities:
		modifiers_both.append(ZeroCapper(quality_base=options.quality_base))
	if options.trim_primer:
		modifiers_both.append(PrimerTrimmer)
	modifiers.extend(modifiers_both)

	# For paired-end data, create a second processing pipeline.
	# However, if no second-read adapters were given (via -A/-G/-B/-U), we need to
	# be backwards compatible and *no modifications* are done to the second read.
	modifiers2 = []
	if paired == 'both':
		if options.cut2:
			if len(options.cut2) > 2:
				raise CommandlineError("You cannot remove bases from more than two ends.")
			if len(options.cut2) == 2 and options.cut2[0] * options.cut2[1] > 0:
				raise CommandlineError("You cannot remove bases from the same end twice.")
			for cut in options.cut2:
				if cut != 0:
					modifiers2.append(UnconditionalCutter(cut))

		if cutoffs:
			modifiers2.append(QualityTrimmer(cutoffs[0], cutoffs[1], options.quality_base))
		if adapters2:
			adapter_cutter2 = AdapterCutter(adapters2, options.times,
					None, None, None, options.action)
			modifiers2.append(adapter_cutter2)
		modifiers2.extend(modifiers_both)

	if paired:
		pipeline = PairedEndPipeline(adapters, adapters2, reader, modifiers, modifiers2, filters)
	else:
		pipeline = SingleEndPipeline(adapters, adapters2, reader, modifiers, filters)

	# TODO the following should be done some other way
	pipeline.paired = paired
	pipeline.error_rate = options.error_rate
	pipeline.should_print_warning = paired == 'first' and (modifiers_both or cutoffs)
	for f in [writer, untrimmed_writer,
			options.rest_file, options.wildcard_file,
			options.info_file, too_short_writer, too_long_writer,
			options.info_file, demultiplexer]:
		pipeline.register_file_to_close(f)
	return pipeline