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# cython: language_level=3
# cython: profile=True
# Time-stamp: <2021-03-10 16:21:51 Tao Liu>
"""Module for SAPPER ReadAlignment class
This code is free software; you can redistribute it and/or modify it
under the terms of the BSD License (see the file COPYING included
with the distribution).
"""
# ------------------------------------
# python modules
# ------------------------------------
from cpython cimport bool
cdef extern from "stdlib.h":
ctypedef unsigned int size_t
size_t strlen(char *s)
void *malloc(size_t size)
void *calloc(size_t n, size_t size)
void free(void *ptr)
int strcmp(char *a, char *b)
char * strcpy(char *a, char *b)
long atol(char *bytes)
int atoi(char *bytes)
# ------------------------------------
# constants
# ------------------------------------
__BAMDNACODE__ = b"=ACMGRSVTWYHKDBN"
__CIGARCODE__ = "MIDNSHP=X"
__DNACOMPLEMENT__ = b'\x00\x01\x02\x03\x04\x05\x06\x07\x08\t\n\x0b\x0c\r\x0e\x0f\x10\x11\x12\x13\x14\x15\x16\x17\x18\x19\x1a\x1b\x1c\x1d\x1e\x1f !"#$%&\'()*+,-./0123456789:;<=>?@TBGDEFCHIJKLMNOPQRSAUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\x80\x81\x82\x83\x84\x85\x86\x87\x88\x89\x8a\x8b\x8c\x8d\x8e\x8f\x90\x91\x92\x93\x94\x95\x96\x97\x98\x99\x9a\x9b\x9c\x9d\x9e\x9f\xa0\xa1\xa2\xa3\xa4\xa5\xa6\xa7\xa8\xa9\xaa\xab\xac\xad\xae\xaf\xb0\xb1\xb2\xb3\xb4\xb5\xb6\xb7\xb8\xb9\xba\xbb\xbc\xbd\xbe\xbf\xc0\xc1\xc2\xc3\xc4\xc5\xc6\xc7\xc8\xc9\xca\xcb\xcc\xcd\xce\xcf\xd0\xd1\xd2\xd3\xd4\xd5\xd6\xd7\xd8\xd9\xda\xdb\xdc\xdd\xde\xdf\xe0\xe1\xe2\xe3\xe4\xe5\xe6\xe7\xe8\xe9\xea\xeb\xec\xed\xee\xef\xf0\xf1\xf2\xf3\xf4\xf5\xf6\xf7\xf8\xf9\xfa\xfb\xfc\xfd\xfe\xff' # A trans table to convert A to T, C to G, G to C, and T to A.
# -- CIGAR CODE --
#OP BAM Description
#M 0 alignment match (can be a sequence match or mismatch) insertion to the reference
#I 1 insertion to the reference
#D 2 deletion from the reference
#N 3 skipped region from the reference
#S 4 soft clipping (clipped sequences present in SEQ)
#H 5 hard clipping (clipped sequences NOT present in SEQ)
#P 6 padding (silent deletion from padded reference)
#= 7 sequence match
#X 8 sequence mismatch
# -- -- -- -- -- --
# ------------------------------------
# Misc functions
# ------------------------------------
# ------------------------------------
# Classes
# ------------------------------------
cdef class ReadAlignment:
cdef:
bytes readname
bytes chrom
int lpos
int rpos
int strand # strand information. 0 means forward strand, 1 means reverse strand.
bytes binaryseq
bytes binaryqual
int l # length of read
tuple cigar # each item contains op_l|op
bytes MD
int n_edits # number of edits; higher the number,
# more differences with reference
bytes SEQ # sequence of read regarding to + strand
bytes QUAL # quality of read regarding to + strand
def __init__ ( self,
bytes readname,
bytes chrom, int lpos, int rpos,
int strand,
bytes binaryseq,
bytes binaryqual,
tuple cigar,
bytes MD ):
self.readname = readname
self.chrom = chrom
self.lpos = lpos
self.rpos = rpos
self.strand = strand
self.binaryseq = binaryseq
self.binaryqual = binaryqual
self.l = len( binaryqual )
self.cigar = cigar
self.MD = MD
self.n_edits = self.get_n_edits()
(self.SEQ, self.QUAL) = self.__get_SEQ_QUAL()
cdef int get_n_edits( self ):
"""The number is from self.cigar and self.MD.
"""
cdef:
int n_edits
int i, cigar_op, cigar_op_l
char c
n_edits = 0
for i in self.cigar: # only count insertion or softclip
cigar_op = i & 15
cigar_op_l = i >> 4
if cigar_op in [ 1, 4 ]: # count Insertion or Softclip
n_edits += cigar_op_l
for c in self.MD:
if (c > 64 and c < 91): # either deletion in query or mismatch
n_edits += 1
return n_edits
def __str__ ( self ):
c = self.chrom.decode()
n = self.readname.decode()
if self.strand:
s = "-"
else:
s = "+"
return f"{c}\t{self.lpos}\t{self.rpos}\t{n}\t{self.l}\t{s}"
def __getitem__ ( self, keyname ):
if keyname == "readname":
return self.readname
elif keyname == "chrom":
return self.chrom
elif keyname == "lpos":
return self.lpos
elif keyname == "rpos":
return self.rpos
elif keyname == "strand":
return self.strand
elif keyname == "SEQ":
return self.SEQ
elif keyname == "QUAL":
return self.QUAL
elif keyname == "n_edits":
return self.n_edits
elif keyname == "binaryseq":
return self.binaryseq
elif keyname == "binaryqual":
return self.binaryqual
elif keyname == "l":
return self.l
elif keyname == "cigar":
return self.cigar
elif keyname == "MD":
return self.MD
else:
raise KeyError("No such key", keyname)
def __getstate__ ( self ):
return ( self.readname, self.chrom, self.lpos, self.rpos, self.strand, self.binaryseq, self.binaryqual, self.l, self.cigar, self.MD, self.n_edits, self.SEQ, self.QUAL )
def __setstate__ ( self, state ):
( self.readname, self.chrom, self.lpos, self.rpos, self.strand, self.binaryseq, self.binaryqual, self.l, self.cigar, self.MD, self.n_edits, self.SEQ, self.QUAL ) = state
# cpdef bytearray get_SEQ ( self ):
# """Convert binary seq to ascii seq.
# Rule: for each byte, 1st base in the highest 4bit; 2nd in the lowest 4bit. "=ACMGRSVTWYHKDBN" -> [0,15]
# Note: In BAM, if a sequence is mapped to reverse strand, the
# reverse complement seq is written in SEQ field. So the return
# value of this function will not be the original one if the
# read is mapped to - strand.
# """
# cdef:
# char c
# bytearray seq
# seq = bytearray(b"")
# for c in self.binaryseq:
# # high
# seq.append( __BAMDNACODE__[c >> 4 & 15] )
# # low
# seq.append( __BAMDNACODE__[c & 15] )
# if seq[-1] == b"=":
# # trim the last '=' if it exists
# seq = seq[:-1]
# return seq
cdef tuple __get_SEQ_QUAL ( self ):
"""Get tuple of (SEQ, QUAL).
Rule: for each byte, 1st base in the highest 4bit; 2nd in the lowest 4bit. "=ACMGRSVTWYHKDBN" -> [0,15]
Note: In BAM, if a sequence is mapped to reverse strand, the
reverse complement seq is written in SEQ field. So the return
value of this function will not be the original one if the
read is mapped to - strand. If you need to original one, do
reversecomp for SEQ and reverse QUAL.
"""
cdef:
int i
char c
bytearray seq
bytearray qual
seq = bytearray(b"")
qual = bytearray(b"")
for i in range( len(self.binaryseq) ):
c = self.binaryseq[ i ]
# high
seq.append( __BAMDNACODE__[c >> 4 & 15] )
# low
seq.append( __BAMDNACODE__[c & 15] )
for i in range( len( self.binaryqual ) ):
# qual is the -10log10 p or phred score.
qual.append( self.binaryqual[i] )
if seq[-1] == b"=":
# trim the last '=' if it exists
seq = seq[:-1]
assert len( seq ) == len( qual ), Exception("Lengths of seq and qual are not consistent!")
# Example on how to get original SEQ and QUAL:
#if self.strand:
# seq.reverse()
# #compliment
# seq = seq.translate( __DNACOMPLEMENT__ )
# qual.reverse()
return ( bytes(seq), bytes(qual) )
cpdef bytes get_FASTQ ( self ):
"""Get FASTQ format text.
"""
cdef:
bytes seq
bytearray qual
seq = self.SEQ
qual = bytearray(self.QUAL)
for i in range( len( self.QUAL ) ):
# qual is the -10log10 p or phred score, to make FASTQ, we have to add 33
qual[ i ] += 33
# reverse while necessary
if self.strand:
seq = self.SEQ[::-1]
#compliment
seq = seq.translate( __DNACOMPLEMENT__ )
qual = qual[::-1]
else:
seq = self.SEQ
return b"@" + self.readname + b"\n" + seq + b"\n+\n" + qual + b"\n"
cpdef bytearray get_REFSEQ ( self ):
"""Fetch reference sequence, using self.MD and self.cigar
"""
cdef:
char c
bytearray seq, refseq
int i, cigar_op, cigar_op_l
bytearray MD_op
int ind
bool flag_del # flag for deletion event in query
seq = bytearray(self.SEQ) # we start with read seq then make modifications
# 2-step proces
# First step: use CIGAR to edit SEQ to remove S (softclip) and I (insert)
# __CIGARCODE__ = "MIDNSHP=X"
# let ind be the index in SEQ
ind = 0
for i in self.cigar:
cigar_op = i & 15
cigar_op_l = i >> 4
if cigar_op in [2, 5, 6]: # do nothing for Deletion (we will
# put sequence back in step 2),
# Hardclip and Padding
pass
elif cigar_op in [0, 7, 8]: # M = X alignment match (match or
# mismatch)
# do nothing and move ind
ind += cigar_op_l
elif cigar_op in [ 1, 4 ]: # Remove for Insertion or Softclip
seq[ ind : ind + cigar_op_l ] = b''
# now the seq should be at the same length as rpos-lpos
# Second step: use MD string to edit SEQ to put back 'deleted
# seqs' and modify mismatches
# let ind be the index in SEQ again, from 0
ind = 0
MD_op = bytearray(b'')
flag_del = False
for c in self.MD:
if c < 58 and c > 47:
# means Match
flag_del = False
MD_op.append(c)
elif (c > 64 and c < 91) and not flag_del:
# An alphabet means Mismatch, Note, if MD is made
# right, a mismatch should only be 1 letter surrounded
# by digits.
ind += int(MD_op)
seq[ ind ] = c
ind += 1
# reset MD_op
MD_op = bytearray(b'')
elif (c > 64 and c < 91) and flag_del:
seq[ ind:ind ] = [c,]
ind += 1
elif c == 94:
# means Deletion in query. Now, insert a sequnce into
# SEQ
flag_del = True
ind += int(MD_op)
# reset MD_op
MD_op = bytearray(b'')
else:
raise Exception("Don't understand this operator in MD: %c" % c)
#print( seq.decode() )
return seq
cpdef get_base_by_ref_pos ( self, long ref_pos ):
"""Get base by ref position.
"""
cdef:
int relative_pos, p
assert self.lpos <= ref_pos and self.rpos > ref_pos, Exception("Given position out of alignment location")
relative_pos = ref_pos - self.lpos
p = self.relative_ref_pos_to_relative_query_pos( relative_pos )
if p == -1: # located in a region deleted in query
return None
else:
return __BAMDNACODE__[ (self.binaryseq[p//2] >> ((1-p%2)*4) ) & 15 ]
cpdef get_bq_by_ref_pos ( self, long ref_pos ):
"""Get base quality by ref position. Base quality is in Phred scale.
Returned value is the raw Phred-scaled base quality.
"""
cdef:
int relative_pos, p
assert self.lpos <= ref_pos and self.rpos > ref_pos, Exception("Given position out of alignment location")
relative_pos = ref_pos - self.lpos
p = self.relative_ref_pos_to_relative_query_pos( relative_pos )
if p == -1: # located in a region deleted in query
return None
else:
return self.binaryqual[p]
cpdef tuple get_base_bq_by_ref_pos ( self, long ref_pos ):
"""Get base and base quality by ref position. Base quality is in Phred scale.
Returned bq is the raw Phred-scaled base quality.
"""
cdef:
int relative_pos, p
assert self.lpos <= ref_pos and self.rpos > ref_pos, Exception("Given position out of alignment location")
relative_pos = ref_pos - self.lpos
p = self.relative_ref_pos_to_relative_query_pos( relative_pos )
if p == -1: # located in a region deleted in query
return None
else:
return ( __BAMDNACODE__[ (self.binaryseq[p//2] >> ((1-p%2)*4) ) & 15 ], self.binaryqual[p] )
cpdef tuple get_variant_bq_by_ref_pos ( self, long ref_pos ):
"""Get any variants (different with reference) and base quality by ref position.
variants will be
1) =, if identical
2) A/T/C/G, if SNV
3) -, if the reference base is deleted, in this case, bq will
be the highest possible bq, which is 93.
4) ^<A/T/C/G>+, if there is an insertion at the location
Base quality is the raw Phred-scaled base quality.
"""
cdef:
int i, m, n
int res, p, op, op_l
int pos
bool tip
bytearray refseq
bytes p_refseq, p_seq
bytearray seq_array
bytearray bq_array
assert self.lpos <= ref_pos and self.rpos > ref_pos, Exception("Given position out of alignment location")
res = ref_pos - self.lpos # residue
p = 0
refseq = self.get_REFSEQ()
p_refseq = refseq[ res ]
# -- CIGAR CODE --
#OP BAM Description
#M 0 alignment match (can be a sequence match or mismatch) insertion to the reference
#I 1 insertion to the reference
#D 2 deletion from the reference
#N 3 skipped region from the reference
#S 4 soft clipping (clipped sequences present in SEQ)
#H 5 hard clipping (clipped sequences NOT present in SEQ)
#P 6 padding (silent deletion from padded reference)
#= 7 sequence match
#X 8 sequence mismatch
seq_array = bytearray( b'' )
bq_array = bytearray( b'' )
for m in range( len(self.cigar) ):
i = self.cigar[ m ]
op = i & 15
op_l = i >> 4
if op in [0, 7, 8]: # M = X alignment match (match or mismatch)
if res < op_l - 1:
# in the range of a CIGAR operator
p += res
# find the position, now get the ref
pos = p
seq_array.append( __BAMDNACODE__[ (self.binaryseq[ p//2 ] >> ( (1-p%2)*4 ) ) & 15 ] )
bq_array.append( self.binaryqual[ p ] )
break
elif res == op_l - 1:
p += res
pos = p
seq_array.append( __BAMDNACODE__[ (self.binaryseq[ p//2 ] >> ( (1-p%2)*4 ) ) & 15 ] )
bq_array.append( self.binaryqual[ p ] )
# now add any insertion later on
# get next cigar
if m + 1 == len( self.cigar ):
break
i = self.cigar[ m + 1 ]
op = i & 15
op_l = i >> 4
if op == 1: #insertion
for n in range( op_l ):
p += 1
seq_array.append( __BAMDNACODE__[ (self.binaryseq[ p//2 ] >> ( (1-p%2)*4 ) ) & 15 ] )
bq_array.append( self.binaryqual[ p ] )
#print self.SEQ, seq_array
break
else:
# go to the next cigar code
p += op_l
res -= op_l
elif op in [ 2, 3 ]: # D N
if res < op_l:
# find the position, however ...
# position located in a region in reference that not exists in query
pos = p
seq_array.append( b'*' )
bq_array.append( 93 ) #assign 93 for deletion
break
else:
# go to the next cigar code
res -= op_l
elif op == 1 : # Insertion
p += op_l
# if res == 0: # no residue left, so return a chunk of inserted sequence
# print "shouldn't run this code"
# # first, add the insertion point
# seq_array = bytearray( b'~' )
# bq_array.append( self.binaryqual[ p ] )
# # then add the inserted seq
# for i in range( op_l ):
# p += 1
# seq_array.append( __BAMDNACODE__[ (self.binaryseq[ p//2 ] >> ( (1-p%2)*4 ) ) & 15 ] )
# bq_array.append( self.binaryqual[ p ] )
# break
# else:
# p += op_l
elif op == 4 : # Softclip. If it's Softclip, we'd better not return the extra seq
p += op_l
if pos == 0 or pos == self.l - 1:
tip = True
else:
tip = False
return ( seq_array, bq_array, self.strand, tip, pos )
# last position ?
#raise Exception("Not expected to see this")
cdef int relative_ref_pos_to_relative_query_pos ( self, long relative_ref_pos ):
"""Convert relative pos on ref to pos on query.
"""
cdef:
int p, res, op, op_l
p = 0
res = relative_ref_pos
for i in self.cigar:
op = i & 15
op_l = i >> 4
if op in [0, 7, 8]: # M = X alignment match (match or mismatch)
if res < op_l:
p += res
return p
else:
p += op_l
res -= op_l
elif op in [ 2, 3 ]: # D N
if res < op_l:
# position located in a region in reference that not exists in query
return -1
else:
res -= op_l
elif op in [ 1, 4 ]: # I
p += op_l
return p
### End ###
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