[9b26b7]: / third_party / nucleus / util / cigar.py

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