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b/third_party/nucleus/util/cigar.py |
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# Copyright 2018 Google LLC. |
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# |
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# Redistribution and use in source and binary forms, with or without |
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# modification, are permitted provided that the following conditions |
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# are met: |
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# |
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# 1. Redistributions of source code must retain the above copyright notice, |
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# this list of conditions and the following disclaimer. |
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# |
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# 2. Redistributions in binary form must reproduce the above copyright |
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# notice, this list of conditions and the following disclaimer in the |
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# documentation and/or other materials provided with the distribution. |
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# |
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# 3. Neither the name of the copyright holder nor the names of its |
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# contributors may be used to endorse or promote products derived from this |
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# software without specific prior written permission. |
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# |
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" |
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE |
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE |
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# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE |
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR |
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# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF |
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS |
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN |
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) |
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE |
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# POSSIBILITY OF SUCH DAMAGE. |
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"""Utility functions for working with alignment CIGAR operations. |
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The CIGAR format is defined within the SAM spec, available at |
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https://samtools.github.io/hts-specs/SAMv1.pdf |
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This module provides utility functions for interacting with the parsed |
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representations of CIGAR strings. |
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""" |
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from __future__ import absolute_import |
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from __future__ import division |
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from __future__ import print_function |
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import re |
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import six |
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from third_party.nucleus.protos import cigar_pb2 |
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# A frozenset of all CigarUnit.Operation enum values that advance the alignment |
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# with respect to the reference genome and read, respectively. |
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REF_ADVANCING_OPS = frozenset([ |
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cigar_pb2.CigarUnit.ALIGNMENT_MATCH, |
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cigar_pb2.CigarUnit.SEQUENCE_MATCH, |
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cigar_pb2.CigarUnit.DELETE, |
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cigar_pb2.CigarUnit.SKIP, |
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cigar_pb2.CigarUnit.SEQUENCE_MISMATCH |
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]) |
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READ_ADVANCING_OPS = frozenset([ |
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cigar_pb2.CigarUnit.ALIGNMENT_MATCH, |
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cigar_pb2.CigarUnit.SEQUENCE_MATCH, |
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cigar_pb2.CigarUnit.INSERT, |
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cigar_pb2.CigarUnit.CLIP_SOFT, |
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cigar_pb2.CigarUnit.SEQUENCE_MISMATCH |
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]) |
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# A map from CigarUnit.Operation (e.g., CigarUnit.ALIGNMENT_MATCH) enum values |
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# to their corresponding single character cigar codes (e.g., 'M'). |
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CIGAR_OPS_TO_CHAR = { |
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cigar_pb2.CigarUnit.ALIGNMENT_MATCH: 'M', |
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cigar_pb2.CigarUnit.INSERT: 'I', |
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cigar_pb2.CigarUnit.DELETE: 'D', |
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cigar_pb2.CigarUnit.SKIP: 'N', |
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cigar_pb2.CigarUnit.CLIP_SOFT: 'S', |
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cigar_pb2.CigarUnit.CLIP_HARD: 'H', |
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cigar_pb2.CigarUnit.PAD: 'P', |
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cigar_pb2.CigarUnit.SEQUENCE_MATCH: '=', |
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cigar_pb2.CigarUnit.SEQUENCE_MISMATCH: 'X', |
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} |
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# A map from single character cigar codes (e.g., 'M') to their corresponding |
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# CigarUnit.Operation (e.g., CigarUnit.ALIGNMENT_MATCH) enum values. |
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CHAR_TO_CIGAR_OPS = {v: k for k, v in CIGAR_OPS_TO_CHAR.items()} |
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# All of the CigarUnit.Operation values in a frozen set. |
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ALL_CIGAR_OPS = frozenset(CIGAR_OPS_TO_CHAR.keys()) |
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# Regular expression that matches only valid full cigar strings. |
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VALID_CIGAR_RE = re.compile( |
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r'^(\d+[' + ''.join(CHAR_TO_CIGAR_OPS.keys()) + '])+$') |
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# Regular expression that matches a single len/op cigar element. The match is |
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# grouped, so CIGAR_STR_SPLITTER_RE.finditer(cigar_str) returns grouped units |
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# of the cigar string in order. |
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CIGAR_STR_SPLITTER_RE = re.compile( |
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r'(\d+[' + ''.join(CHAR_TO_CIGAR_OPS.keys()) + '])') |
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def format_cigar_units(cigar_units): |
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"""Returns the string version of an iterable of CigarUnit protos. |
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Args: |
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cigar_units: iterable[CigarUnit] protos. |
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Returns: |
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A string representation of the CigarUnit protos that conforms to the |
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CIGAR string specification. |
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""" |
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return ''.join( |
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str(unit.operation_length) + CIGAR_OPS_TO_CHAR[unit.operation] |
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for unit in cigar_units) |
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def parse_cigar_string(cigar_str): |
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"""Parse a cigar string into a list of cigar units. |
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For example, if cigar_str is 150M2S, this function will return: |
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[ |
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CigarUnit(operation=ALIGNMENT_MATCH, operation_length=150), |
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CigarUnit(operation=SOFT_CLIP, operation_length=2) |
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] |
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Args: |
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cigar_str: str containing a valid cigar. |
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Returns: |
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list[cigar_pb2.CigarUnit]. |
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Raises: |
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ValueError: If cigar_str isn't a well-formed CIGAR. |
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""" |
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if not cigar_str: |
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raise ValueError('cigar_str cannot be empty') |
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if not VALID_CIGAR_RE.match(cigar_str): |
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raise ValueError('Malformed CIGAR string {}'.format(cigar_str)) |
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parts = CIGAR_STR_SPLITTER_RE.finditer(cigar_str) |
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return [to_cigar_unit(part.group(1)) for part in parts] |
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def alignment_length(cigar_units): |
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"""Computes the span in basepairs of the cigar units. |
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Args: |
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cigar_units: iterable[CigarUnit] whose alignment length we want to compute. |
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Returns: |
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The number of basepairs spanned by the cigar_units. |
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""" |
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return sum(unit.operation_length |
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for unit in cigar_units |
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if unit.operation in REF_ADVANCING_OPS) |
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def to_cigar_unit(source): |
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"""Creates a cigar_pb2 CigarUnit from source. |
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This function attempts to convert source into a CigarUnit protobuf. If |
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source is a string, it must be a single CIGAR string specification like |
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'12M'. If source is a tuple or a list, must have exactly two elements |
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(operation_length, opstr). operation_length can be a string or int, and must |
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be >= 1. opstr should be a single character CIGAR specification (e.g., 'M'). |
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If source is already a CigarUnit, it is just passed through unmodified. |
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Args: |
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source: many types allowed. The object we want to convert to a CigarUnit |
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proto. |
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Returns: |
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CigarUnit proto with operation_length and operation set to values from |
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source. |
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Raises: |
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ValueError: if source cannot be converted or is malformed. |
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""" |
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try: |
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if isinstance(source, cigar_pb2.CigarUnit): |
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return source |
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elif isinstance(source, six.string_types): |
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l, op = source[:-1], source[-1] |
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elif isinstance(source, (tuple, list)): |
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l, op = source |
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else: |
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raise ValueError('Unexpected source', source) |
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if isinstance(op, six.string_types): |
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op = CHAR_TO_CIGAR_OPS[op] |
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l = int(l) |
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if l < 1: |
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raise ValueError('Length must be >= 1', l) |
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return cigar_pb2.CigarUnit(operation=op, operation_length=int(l)) |
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except (KeyError, IndexError): |
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raise ValueError('Failed to convert {} into a CigarUnit'.format(source)) |
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def to_cigar_units(source): |
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"""Converts object to a list of CigarUnit. |
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This function attempts to convert source into a list of CigarUnit protos. |
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If source is a string, we assume it is a CIGAR string and call |
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parse_cigar_string on it, returning the result. It not, we assume it's an |
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iterable containing element to be converted with to_cigar_unit(). The |
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resulting list of converted elements is returned. |
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Args: |
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source: str or iterable to convert to CigarUnit protos. |
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Returns: |
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list[CigarUnit]. |
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""" |
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if isinstance(source, six.string_types): |
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return parse_cigar_string(source) |
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else: |
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return [to_cigar_unit(singleton) for singleton in source] |