/
dnarrange
executable file
·886 lines (799 loc) · 34 KB
/
dnarrange
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#! /usr/bin/env python
# Author: Martin C. Frith 2018
# SPDX-License-Identifier: GPL-3.0-or-later
from __future__ import print_function
import collections
import functools
import gzip
import heapq
import logging
import math
import optparse
import os
import re
import signal
import sys
import textwrap
from itertools import chain, groupby, islice
from operator import itemgetter
def myOpen(fileName): # faster than fileinput
if fileName == "-":
return sys.stdin
if fileName.endswith(".gz"):
return gzip.open(fileName, "rt") # xxx dubious for Python2
return open(fileName)
def connectedComponent(adjacencyList, nodePriorities, isNew, i, isFlipped):
newItem = nodePriorities[i], i, isFlipped
heap = [newItem]
isNew[i] = False
while heap:
_, j, isFlipped = heapq.heappop(heap)
yield j, isFlipped
for k, isOpposite in adjacencyList[j]:
if isNew[k]:
newItem = nodePriorities[k], k, isOpposite != isFlipped
heapq.heappush(heap, newItem)
isNew[k] = False
def connectedComponents(adjacencyList, nodePriorities, isRev):
isNew = [True for i in adjacencyList]
s = sorted((x, i) for i, x in enumerate(nodePriorities))
for _, i in s:
if isNew[i]:
yield list(connectedComponent(adjacencyList, nodePriorities,
isNew, i, isRev[i]))
def adjacencyListFromLinks(numOfNodes, links):
adjacencyList = [[] for i in range(numOfNodes)]
for i, j, isOpposite in links:
adjacencyList[i].append((j, isOpposite))
adjacencyList[j].append((i, isOpposite))
return adjacencyList
def dataFromMafFields(fields):
seqName, start, span, strand, seqLen, seq = fields[1:7]
beg = int(start)
seqLen = int(seqLen)
if strand == "-":
beg -= seqLen # use negative coordinates for reverse strands
return seqName, seqLen, beg, seq
def splitAtBigGaps(opts, refBeg, qryBeg, refSeq, qrySeq):
minGap = int(math.ceil(opts.min_gap))
alnLen = len(qrySeq)
gapString = "-" * min(minGap, alnLen + 1)
alnPos = 0
while alnPos < alnLen:
gapBeg = qrySeq.find(gapString, alnPos)
if gapBeg < 0:
gapBeg = gapEnd = alnLen
else:
gapEnd = gapBeg + minGap
while gapEnd < alnLen and qrySeq[gapEnd] == "-":
gapEnd += 1
while gapEnd < alnLen and refSeq[gapEnd] == "-":
gapEnd += 1
while gapBeg > alnPos and refSeq[gapBeg - 1] == "-":
gapBeg -= 1
dist = gapBeg - alnPos
refEnd = refBeg + dist - refSeq.count("-", alnPos, gapBeg)
qryEnd = qryBeg + dist - qrySeq.count("-", alnPos, gapBeg)
yield qryBeg, qryEnd, refBeg, refEnd
gapLen = gapEnd - gapBeg
refBeg = refEnd + gapLen - refSeq.count("-", gapBeg, gapEnd)
qryBeg = qryEnd + gapLen - qrySeq.count("-", gapBeg, gapEnd)
alnPos = gapEnd
def splitTabAtBigGaps(opts, refBeg, qryBeg, gapText):
refEnd = refBeg
qryEnd = qryBeg
for i in gapText.split(","):
if ":" in i:
refInsert, qryInsert = i.split(":")
refInsert = int(refInsert)
qryInsert = int(qryInsert)
if refInsert >= opts.min_gap:
yield qryBeg, qryEnd, refBeg, refEnd
refBeg = refEnd + refInsert
qryBeg = qryEnd + qryInsert
refEnd += refInsert
qryEnd += qryInsert
else:
size = int(i)
refEnd += size
qryEnd += size
yield qryBeg, qryEnd, refBeg, refEnd
def mismapFromFields(fields):
for i in fields:
if i.startswith("mismap="):
return float(i[7:])
return 0.0
def alignmentsFromLines(opts, lines):
refSeq = qrySeq = None
qryId = 0
qryEnd = 0
for line in lines:
if line[0].isdigit():
fields = line.split()
if len(fields) < 12: # shrunk format
qryBeg = qryEnd + int(fields[0])
qryLen = int(fields[1])
qryEnd = qryBeg + qryLen
if len(fields) > 4:
refName = fields[4]
refBeg = int(fields[2])
else:
refBeg = refEnd + int(fields[2])
refEnd = refBeg + qryLen + int(fields[3])
alns = [(qryBeg, qryEnd, refBeg, refEnd)]
yield str(qryId), 0, refName, alns, fields
else: # LAST tabular format
mismap = mismapFromFields(fields[12:])
if mismap <= opts.max_mismap:
refName, refLen, refBeg, rj = dataFromMafFields(fields)
qryName, qryLen, qryBeg, qj = dataFromMafFields(fields[5:])
alns = splitTabAtBigGaps(opts, refBeg, qryBeg, qj)
yield qryName, qryLen, refName, alns, fields
elif line[0].isalpha(): # MAF format
if line[0] == "a":
if qrySeq:
yield qryName, qryLen, refName, alns, mafLines
mafLines = []
refSeq = qrySeq = None
mismap = mismapFromFields(line.split())
elif line[0] == "s" and mismap <= opts.max_mismap:
fields = line.split()
if refSeq is None:
refName, refLen, refBeg, refSeq = dataFromMafFields(fields)
else:
qryName, qryLen, qryBeg, qrySeq = dataFromMafFields(fields)
alns = splitAtBigGaps(opts, refBeg, qryBeg, refSeq, qrySeq)
mafLines.append(line)
else:
qryId += 1
qryEnd = 0
if qrySeq:
yield qryName, qryLen, refName, alns, mafLines
def isCircularChromosome(name):
return name in ("chrM", "M") # xxx ???
def isKnownChromosome(name):
unknownPrefixes = "chrUn", "Un" # xxx ???
return not name.startswith(unknownPrefixes)
def chromosomeFromName(name):
return name.split("_")[0] # e.g. chr5_random -> chr5
def isDifferentChromosomes(nameX, nameY):
return (isKnownChromosome(nameX) and isKnownChromosome(nameY) and
chromosomeFromName(nameX) != chromosomeFromName(nameY))
def refNameAndStrand(alignment):
return alignment[3], alignment[4] < 0
def knownChromosomes(alignments):
for i in alignments:
refName = i[3]
if isKnownChromosome(refName):
yield chromosomeFromName(refName)
def isInterChromosome(alignments):
"""Is any pair of alignments on different chromosomes?"""
return len(set(knownChromosomes(alignments))) > 1
def isInterStrand(alignments):
"""Is any pair of alignments on opposite strands of the same chromosome?"""
names = set(i[3] for i in alignments)
namesAndStrands = set(map(refNameAndStrand, alignments))
return len(namesAndStrands) > len(names)
def isNonlinear(sortedAlignmentsOfOneQuery, opts):
"""Is any pair of alignments non-colinear on the same strand?"""
maxCoordinates = {}
for i in sortedAlignmentsOfOneQuery:
if isCircularChromosome(i[3]):
continue
k = refNameAndStrand(i)
if k in maxCoordinates:
m = maxCoordinates[k]
if m >= i[4] + opts.min_rev:
return True
if i[5] > m:
maxCoordinates[k] = i[5]
else:
maxCoordinates[k] = i[5]
return False
def isBigGap(sortedAlignmentsOfOneQuery, opts):
"""Is any pair of adjacent aligments separated by a big genomic gap?"""
for j, y in enumerate(sortedAlignmentsOfOneQuery):
if j:
x = sortedAlignmentsOfOneQuery[j - 1]
if refNameAndStrand(x) == refNameAndStrand(y):
if y[4] - x[5] >= opts.min_gap:
return True
return False
def rearrangementType(opts, alignmentsOfOneQuery):
if opts.insert:
seqNames = set(i[3] for i in alignmentsOfOneQuery)
return "I" if len(seqNames) > 1 and opts.insert in seqNames else None
if "C" in opts.types and isInterChromosome(alignmentsOfOneQuery):
return "C"
if "S" in opts.types and isInterStrand(alignmentsOfOneQuery):
return "S"
if "N" in opts.types and isNonlinear(alignmentsOfOneQuery, opts):
return "N"
if "G" in opts.types and isBigGap(alignmentsOfOneQuery, opts):
return "G"
return None
def qryFwdAlns(alignmentGroup):
for qryName, qryLen, refName, alns, junk in alignmentGroup:
for qryBeg, qryEnd, refBeg, refEnd in alns:
if qryBeg < 0: # use forward strand of query:
qryBeg, qryEnd = -qryEnd, -qryBeg
refBeg, refEnd = -refEnd, -refBeg
yield qryName, qryBeg, qryEnd, refName, refBeg, refEnd
def newAlnFromOldAln(oldAln, qryNum, alnNum):
qryName, qryBeg, qryEnd, refName, refBeg, refEnd = oldAln
if refBeg < 0: # use forward strand of reference:
refBeg, refEnd = -refEnd, -refBeg
qryBeg, qryEnd = -qryEnd, -qryBeg
isRev = (qryBeg < 0)
return qryNum, qryBeg, qryEnd, refName, refBeg, refEnd, alnNum, [], isRev
def alignmentsPerRearrangedQuerySequence(opts, fileNames):
qryNum = 0
alnNum = 0
for fileNum, fileName in enumerate(fileNames):
logging.info("reading {0}...".format(fileName))
alignments = alignmentsFromLines(opts, myOpen(fileName))
for key, group in groupby(alignments, itemgetter(0, 1)):
qryName, qryLen = key
group = list(group)
alignmentsOfOneQuery = sorted(qryFwdAlns(group))
rType = rearrangementType(opts, alignmentsOfOneQuery)
if rType:
newAlns = []
for i in alignmentsOfOneQuery:
newAlns.append(newAlnFromOldAln(i, qryNum, alnNum))
alnNum += 1
alignmentTexts = [i[4] for i in group]
yield newAlns, alignmentTexts, fileNum + 1, qryName, rType
qryNum += 1
def alignedQueryLength(alignmentsOfOneQuery):
return sum(i[2] - i[1] for i in alignmentsOfOneQuery)
def addNgOverlaps(okAlignmentsInGenomeOrder, ngAlignmentsInGenomeOrder):
logging.info("finding overlaps for exclusion...")
n = len(ngAlignmentsInGenomeOrder)
i = 0
for alnA in okAlignmentsInGenomeOrder:
refNameA, refBegA, refEndA = alnA[3:6]
overlapsA = alnA[7]
while i < n and ngAlignmentsInGenomeOrder[i][3] < refNameA:
i += 1
j = i
while j < n:
alnB = ngAlignmentsInGenomeOrder[j]
if alnB[3] > refNameA or alnB[4] >= refEndA:
break
if alnB[5] > refBegA:
overlapsA.append(alnB[6])
else:
ngAlignmentsInGenomeOrder[j] = ngAlignmentsInGenomeOrder[i]
i += 1
j += 1
def addOverlaps(myAlignmentsInGenomeOrder):
logging.info("finding overlaps...")
stash = []
refName = ""
for alnB in myAlignmentsInGenomeOrder:
if alnB[3] != refName:
n = 0
refName = alnB[3]
qryNum = alnB[0]
refBeg = alnB[4]
j = 0
for alnA in islice(stash, n):
if alnA[5] > refBeg: # overlap in ref
if alnA[0] < qryNum:
alnA[7].append(alnB[6])
elif alnA[0] > qryNum:
alnB[7].append(alnA[6])
stash[j] = alnA
j += 1
if len(stash) == j: stash.append(None)
stash[j] = alnB
n = j + 1
def delOverlaps(alignments):
for i in alignments:
myList = i[7]
del myList[:]
def overlapsOfOneQuery(alignments, alignmentsOfOneQuery):
for alnA in alignmentsOfOneQuery:
alnNumA = alnA[6]
for alnNumB in alnA[7]:
qryNumB = alignments[alnNumB][0]
yield qryNumB, alnNumA, alnNumB
def isAdjacent(alnX, alnY):
return alnX[6] + 1 == alnY[6] or alnY[6] + 1 == alnX[6]
def isNonlinearPair(opts, types, alnX, alnY):
if alnX[3] != alnY[3]:
if "I" in types and opts.insert in (alnX[3], alnY[3]):
return True
return "C" in types and isDifferentChromosomes(alnX[3], alnY[3])
if alnX[8] is not alnY[8]:
return "S" in types
if alnX[1] < alnY[1]:
gap = alnY[4] - alnX[5]
else:
gap = alnX[4] - alnY[5]
if "N" in types and gap + opts.min_rev <= 0:
if not isCircularChromosome(alnX[3]):
return True
if "G" in types and gap >= opts.min_gap:
if isAdjacent(alnX, alnY):
return True
return False
def alignmentEdges(alnA, alnB, isGetEnds):
if isGetEnds:
return -alnA[2], -alnA[5], -alnB[2], -alnB[5]
else:
return alnA[1], alnA[4], alnB[1], alnB[4]
def isSharedRearrangement(opts, alnAX, alnAY, alnBX, alnBY):
# alnAX of query sequence A overlaps alnBX of query sequence B
# alnAY of query sequence A overlaps alnBY of query sequence B
# alnAX is upstream of alnAY in query sequence A
qryAX, refAX, qryBX, refBX = alignmentEdges(alnAX, alnBX, not alnAX[8])
qryAY, refAY, qryBY, refBY = alignmentEdges(alnAY, alnBY, alnAY[8])
qryDistanceA = qryAX + qryAY
qryDistanceB = qryBX + qryBY
begDiff = refAX - refBX
endDiff = refBY - refAY
if abs(qryDistanceB - qryDistanceA + begDiff - endDiff) > opts.max_diff:
return False
if alnAX[8] is not alnAY[8] or alnAX[3] != alnAY[3]:
return True
gapA = refAX + refAY
gapB = refBX + refBY
gapAtoB = refAX + refBY
gapBtoA = refBX + refAY
gapMin = min(gapA, gapB)
gapMax = max(gapA, gapB)
return (gapMax <= -opts.min_rev and gapMax * 2 <= gapMin
and gapAtoB < 0 and gapBtoA < 0
or
gapMin >= opts.min_gap and gapMin * 2 >= gapMax
and isAdjacent(alnBX, alnBY)
and gapAtoB > 0 and gapBtoA > 0)
def sharedRearrangement(opts, types, alignmentsA, alignmentsB,
overlapsBetweenTwoQueries):
# "A" refers to a query sequence
# "B" refers to a different query sequence
groups = groupby(overlapsBetweenTwoQueries, itemgetter(1))
overlapsPerAlnA = [(alnNumA, [i[2] for i in v]) for alnNumA, v in groups]
for alnNumAY, alnNumsBY in overlapsPerAlnA:
for alnNumAX, alnNumsBX in overlapsPerAlnA:
if alnNumAX == alnNumAY:
break
alnAX = alignmentsA[alnNumAX]
alnAY = alignmentsA[alnNumAY]
if not isNonlinearPair(opts, types, alnAX, alnAY):
continue
isRevAX = alnAX[8]
isRevAY = alnAY[8]
for alnNumBY in alnNumsBY:
alnBY = alignmentsB[alnNumBY]
for alnNumBX in alnNumsBX:
alnBX = alignmentsB[alnNumBX]
if isRevAY is alnBY[8]:
if (alnNumBX < alnNumBY and isRevAX is alnBX[8] and
isSharedRearrangement(opts,
alnAX, alnAY, alnBX, alnBY)):
return "+"
else:
if (alnNumBX > alnNumBY and isRevAX is not alnBX[8] and
isSharedRearrangement(opts,
alnAX, alnAY, alnBX, alnBY)):
return "-"
return None
def isNoSharedRearrangement(opts, okAlignments, ngAlignments,
alignmentsOfOneOkQuery, rType):
types = rType if opts.filter > 0 else opts.types
overlaps = sorted(overlapsOfOneQuery(ngAlignments, alignmentsOfOneOkQuery))
for qryNumB, g in groupby(overlaps, itemgetter(0)):
if sharedRearrangement(opts, types, okAlignments, ngAlignments, g):
return False
return True
def linksBetweenQueries(opts, alignments, alignmentsPerQuery):
logging.info("linking...")
types = "I" if opts.insert else opts.types
for alignmentsOfOneQuery in alignmentsPerQuery:
qryNumA = alignmentsOfOneQuery[0][0]
overlaps = sorted(overlapsOfOneQuery(alignments, alignmentsOfOneQuery))
for qryNumB, g in groupby(overlaps, itemgetter(0)):
strand = sharedRearrangement(opts, types,
alignments, alignments, g)
if strand:
yield qryNumA, qryNumB, strand == "-"
def linksBetweenClumps(alignments, alignmentsPerQuery, clumps):
clumpInfoPerQuery = [len(clumps)] * len(alignmentsPerQuery)
for clumpNum, clump in enumerate(clumps):
for qryNum, isFlipped in clump:
clumpInfoPerQuery[qryNum] = clumpNum
for a, clumpA in enumerate(clumps):
for qryNumA, isFlippedA in clumpA:
for alnA in alignmentsPerQuery[qryNumA]:
for alnNumB in alnA[7]:
alnB = alignments[alnNumB]
qryNumB = alnB[0]
b = clumpInfoPerQuery[qryNumB]
if b < len(clumps) and b != a:
yield min(a, b), max(a, b), False
def addSharedJumps(opts, jumpsInGenomeOrder):
stash = []
n = 0
for jumpB in jumpsInGenomeOrder:
alnBX, alnBY, overlapsB = jumpB
qryNumB = alnBX[0]
refBegBX = alnBX[4]
refBegBY = alnBY[4]
refEndBY = alnBY[5]
isRevB = (alnBX[6] > alnBY[6])
if isRevB: alnBX, alnBY = alnBY, alnBX
j = 0
for jumpA in islice(stash, n):
alnAX, alnAY, overlapsA = jumpA
if alnAX[5] > refBegBX:
qryNumA = alnAX[0]
if (alnAY[4] < refEndBY and alnAY[5] > refBegBY and
qryNumA != qryNumB):
if isRevB: alnAX, alnAY = alnAY, alnAX
if isSharedRearrangement(opts, alnBX, alnBY, alnAX, alnAY):
overlapsA.append(qryNumB)
overlapsB.append(qryNumA)
stash[j] = jumpA
j += 1
else:
overlapsA[:] = list(set(overlapsA)) # try to save memory
if len(stash) == j: stash.append(None)
stash[j] = jumpB
n = j + 1
def isAllJumpsSupported(opts, goodQryNums, alignmentsOfOneQuery):
for j, y in enumerate(alignmentsOfOneQuery):
if j:
x = alignmentsOfOneQuery[j - 1]
if isNonlinearPair(opts, opts.types, x, y):
if len(set(y[7]) & goodQryNums) < opts.min_cov:
return False
return True
def querySortKey(alignmentsOfOneQuery):
return min(a[3:6] for a in alignmentsOfOneQuery)
def clumpSortKey(alignmentsPerQuery, clump):
k = min(querySortKey(alignmentsPerQuery[i]) for i, isFlipped in clump)
return -len(clump), k
def isInsertInRevStrand(insertSeqName, alignmentsOfOneQuery):
for j, y in enumerate(alignmentsOfOneQuery):
if j:
x = alignmentsOfOneQuery[j - 1]
if x[3] == insertSeqName and y[3] != insertSeqName:
return y[8]
if x[3] != insertSeqName and y[3] == insertSeqName:
return x[8]
def isFlipQryStrand(opts, alignmentsOfOneQuery):
if opts.insert:
return isInsertInRevStrand(opts.insert, alignmentsOfOneQuery)
return alignmentsOfOneQuery[0][8] and alignmentsOfOneQuery[-1][8]
def insertSortKey(opts, alignmentsPerQuery, clump):
shift = 50
seqName = opts.insert
qryNum, isFlipped = clump[0]
alns = alignmentsPerQuery[qryNum]
for j, y in enumerate(alns):
if j:
x = alns[j - 1]
xSeq, xBeg, xEnd = x[3:6]
ySeq, yBeg, yEnd = y[3:6]
if xSeq == seqName and ySeq != seqName:
pos = yEnd - shift if y[8] else yBeg + shift
return ySeq, pos
if xSeq != seqName and ySeq == seqName:
pos = xBeg + shift if x[8] else xEnd - shift
return xSeq, pos
def isMergedGroupName(qryName):
return re.match(r"(group|merged?)\d+-", qryName)
def groupIdFromName(mergedGroupName):
return re.search(r"\d+", mergedGroupName).group()
def groupNameSortKey(mergedGroupName):
return int(groupIdFromName(mergedGroupName))
def groupSortKey(queryNames, clump):
return min(groupNameSortKey(queryNames[qryNum]) for qryNum, junk in clump)
def alignmentsInGenomeOrder(alignmentsPerQuery):
logging.info("sorting...")
alignments = chain.from_iterable(alignmentsPerQuery)
return sorted(alignments, key=itemgetter(3, 4))
def jumpsPerChromosomeStrands(alignmentsPerQuery):
jumpsDict = collections.defaultdict(list)
for alignmentsOfOneQuery in alignmentsPerQuery:
x = None
for y in alignmentsOfOneQuery:
yRefName = y[3]
yStrand = y[8]
if x:
emptyListOfOverlaps = y[7]
fwdKey = xStrand, xRefName, yStrand, yRefName
revKey = not yStrand, yRefName, not xStrand, xRefName
if fwdKey <= revKey:
jumpsDict[fwdKey].append((x, y, emptyListOfOverlaps))
if revKey <= fwdKey:
jumpsDict[revKey].append((y, x, emptyListOfOverlaps))
x, xRefName, xStrand = y, yRefName, yStrand
return jumpsDict
def jumpSortKey(jump):
return jump[0][4]
def alignmentsOfCoveredQueries(opts, alignmentsPerQuery):
jumpsDict = jumpsPerChromosomeStrands(alignmentsPerQuery)
logging.info("finding shared jumps...")
for jumpsList in jumpsDict.values():
jumpsList.sort(key=jumpSortKey)
addSharedJumps(opts, jumpsList)
while True:
logging.info("excluding...")
qryNums = set(i[0][0] for i in alignmentsPerQuery)
alignmentsPerQuery = [i for i in alignmentsPerQuery
if isAllJumpsSupported(opts, qryNums, i)]
if len(alignmentsPerQuery) == len(qryNums):
break
logging.info("queries: " + str(len(alignmentsPerQuery)))
delOverlaps(chain.from_iterable(alignmentsPerQuery))
return alignmentsPerQuery
def newStrand(strand, isFlipped):
return "-+"[isFlipped == (strand == "-")]
def qryNameWithStrand(qryName, isFlipped):
qryNameEnd = qryName[-1]
isAddChar = qryNameEnd not in "+-"
qryBase = qryName if isAddChar else qryName[:-1]
newQryName = qryBase + newStrand(qryNameEnd, isFlipped)
return newQryName, isAddChar
def printMaf(lines, isFlipped):
lines = [re.split(r"(\s+)", i, 5) for i in lines]
sLines = [i for i in lines if i[0] == "s"]
qryLine = sLines[-1]
qryName = qryLine[2]
newQryName, isAddChar = qryNameWithStrand(qryName, isFlipped)
qryLine[8] = newStrand(qryLine[8], isFlipped)
sLineCount = 0
for line in lines:
if line[0] in "sq":
if line[0] == "s":
sLineCount += 1
if sLineCount == len(sLines) and line[2] == qryName:
line[2] = newQryName
elif isAddChar:
line[2] += " "
elif line[0] == "p":
if isAddChar:
line[0] += " "
print("".join(line), end="")
print()
def printTab(fields, isFlipped):
qryName = fields[6]
newQryName, isAddChar = qryNameWithStrand(qryName, isFlipped)
fields[6] = newQryName
fields[9] = newStrand(fields[9], isFlipped)
print(*fields, sep="\t")
def printShrunk(alignmentsOfOneQuery):
oldRefName = None
qryInc = 0
for i in alignmentsOfOneQuery:
qryNum, qryBeg, qryEnd, refName, refBeg, refEnd = i[:6]
if qryBeg < 0:
qryBeg, qryEnd = -qryEnd, -qryBeg
refBeg, refEnd = -refEnd, -refBeg
qryLen = qryEnd - qryBeg
refLen = refEnd - refBeg
refLenInc = refLen - qryLen
if oldRefName:
qryInc = qryBeg - oldQryEnd
if refName != oldRefName:
print(qryInc, qryLen, refBeg, refLenInc, refName, sep="\t")
else:
refInc = refBeg - oldRefEnd
print(qryInc, qryLen, refInc, refLenInc, sep="\t")
oldRefName = refName
oldQryEnd = qryEnd
oldRefEnd = refEnd
print()
def printAlignments(opts, alnsPerKeptQuery, alignmentTextsPerQuery):
for i in alnsPerKeptQuery:
if opts.shrink:
printShrunk(i)
else:
qryNum = i[0][0]
for t in alignmentTextsPerQuery[qryNum]:
separator = "" if t[0][0] == "a" else "\t"
print(*t, sep=separator)
def alignmentsPerKeptQuery(opts, dataPerQry, alignments, ngFileNames):
logging.info("queries: " + str(len(dataPerQry)))
numOfNgSeqs = 4096 # start small: try to avoid too many overlaps
for f in ngFileNames:
ngIn = [i[0] for i in alignmentsPerRearrangedQuerySequence(opts, [f])]
ngAlnsPerQry = iter(ngIn)
ngAlignments = list(chain.from_iterable(ngIn))
while True:
ngAlns = alignmentsInGenomeOrder(islice(ngAlnsPerQry, numOfNgSeqs))
if not ngAlns: break
okAlns = alignmentsInGenomeOrder(i[0] for i in dataPerQry)
addNgOverlaps(okAlns, ngAlns)
logging.info("excluding...")
dataPerQry = [i for i in dataPerQry
if isNoSharedRearrangement(opts, alignments,
ngAlignments, i[0], i[4])]
logging.info("queries: " + str(len(dataPerQry)))
delOverlaps(okAlns)
numOfNgSeqs = min(numOfNgSeqs * 16, sys.maxsize)
return [i[0] for i in dataPerQry]
def clumpsOfClumps(alignments, alignmentsPerQuery, clumps):
links = set(linksBetweenClumps(alignments, alignmentsPerQuery, clumps))
adjacencyList = adjacencyListFromLinks(len(clumps), links)
isRevStrand = [False] * len(clumps)
clumpPriorities = range(len(clumps))
for i in connectedComponents(adjacencyList, clumpPriorities, isRevStrand):
yield [clumps[clumpNum] for clumpNum, isFlipped in i]
def namedClumps(queryNames, isEachQueryOneMergedGroup, clumps):
if isEachQueryOneMergedGroup:
for clump in clumps:
name = "merge" + "_".join(groupIdFromName(queryNames[qryNum])
for qryNum, junk in clump)
yield name, clump
else:
for i, clump in enumerate(clumps):
name = "group{0}-{1}".format(i + 1, len(clump))
yield name, clump
def wantedClumps(minNumOfFiles, fileNumPerQuery, clumps):
for i in clumps:
clumpName, clump = i
fileNums = set(fileNumPerQuery[qryNum] for qryNum, isFlipped in clump)
if len(fileNums) >= minNumOfFiles:
yield i
def flippedAlignment(alignment, isFlipped):
qryNum, qryBeg, qryEnd, refName, refBeg, refEnd = alignment[:6]
# use reverse strand of query if isFlipped, else forward strand:
if (qryBeg < 0) != isFlipped:
qryBeg, qryEnd = -qryEnd, -qryBeg
refBeg, refEnd = -refEnd, -refBeg
return qryNum, qryBeg, qryEnd, refName, refBeg, refEnd
def rangeText(refRange):
refName, refBeg, refEnd = refRange
sign = ">" if refBeg < 0 else "<"
return "{0}:{1}{2}{3}".format(refName, abs(refBeg), sign, abs(refEnd))
def isJoinableAlignments(opts, x, y):
if refNameAndStrand(x) != refNameAndStrand(y):
return False
if y[4] >= x[5] + opts.min_gap:
return False
if y[1] >= x[2] + opts.min_gap:
return False
if x[5] >= y[4] + opts.min_rev or x[5] >= y[5]:
return False
return True
def refRangesFromFlippedAlns(opts, flippedAlns):
for j, y in enumerate(flippedAlns):
if j:
x = flippedAlns[j - 1]
if isJoinableAlignments(opts, x, y):
refEnd = y[5]
continue
yield refName, refBeg, refEnd
refName, refBeg, refEnd = y[3:6]
yield refName, refBeg, refEnd
def qrySummary(opts, queryNames, alignmentsPerQuery, qryNum, isFlipped):
qryName = queryNames[qryNum]
newQryName, isAddChar = qryNameWithStrand(qryName, isFlipped)
alns = alignmentsPerQuery[qryNum]
flippedAlns = sorted(flippedAlignment(i, isFlipped) for i in alns)
refRanges = refRangesFromFlippedAlns(opts, flippedAlns)
texts = [rangeText(i) for i in refRanges]
return newQryName, texts
def main(opts, args):
logLevel = logging.INFO if opts.verbose else logging.WARNING
logging.basicConfig(format="%(filename)s: %(message)s", level=logLevel)
if not args:
args.append("-")
if ":" not in args:
args.append(":")
colonPos = args.index(":")
colonEnd = colonPos + 1
okInput = list(alignmentsPerRearrangedQuerySequence(opts, args[:colonPos]))
alignmentsPerQuery = [i[0] for i in okInput]
alignmentTextsPerQuery = [i[1] for i in okInput]
fileNumPerQuery = [i[2] for i in okInput]
queryNames = [i[3] for i in okInput]
alignments = list(chain.from_iterable(alignmentsPerQuery))
alnsPerKeptQuery = alignmentsPerKeptQuery(opts, okInput, alignments,
args[colonEnd:])
if opts.min_cov:
alnsPerKeptQuery = alignmentsOfCoveredQueries(opts, alnsPerKeptQuery)
print("#", os.path.basename(sys.argv[0]), *sys.argv[1:])
print()
if opts.min_seqs < 1:
return printAlignments(opts, alnsPerKeptQuery, alignmentTextsPerQuery)
addOverlaps(alignmentsInGenomeOrder(alnsPerKeptQuery))
links = linksBetweenQueries(opts, alignments, alnsPerKeptQuery)
adjacencyList = adjacencyListFromLinks(len(alignmentsPerQuery), links)
logging.info("grouping...")
isRevStrand = [isFlipQryStrand(opts, i) for i in alignmentsPerQuery]
qryPriorities = [(-len(i), -alignedQueryLength(j))
for i, j in zip(adjacencyList, alignmentsPerQuery)]
allClumps = connectedComponents(adjacencyList, qryPriorities, isRevStrand)
clumps = [i for i in allClumps if len(i) >= opts.min_seqs]
keptQueryNums = set(i[0][0] for i in alnsPerKeptQuery)
clumps = [i for i in clumps if i[0][0] in keptQueryNums]
isEachQueryOneMergedGroup = all(map(isMergedGroupName, queryNames))
sortKey = functools.partial(clumpSortKey, alignmentsPerQuery)
if opts.insert:
sortKey = functools.partial(insertSortKey, opts, alignmentsPerQuery)
if isEachQueryOneMergedGroup:
sortKey = functools.partial(groupSortKey, queryNames)
clumps.sort(key=sortKey)
clumpClumps = clumpsOfClumps(alignments, alignmentsPerQuery, clumps)
clumps = chain.from_iterable(clumpClumps)
clumps = namedClumps(queryNames, isEachQueryOneMergedGroup, clumps)
goodClumps = list(wantedClumps(colonPos, fileNumPerQuery, clumps))
if not opts.shrink:
for clumpName, clump in goodClumps:
print("#", clumpName)
s = [qrySummary(opts, queryNames, alignmentsPerQuery, *i)
for i in clump]
width = max(len(newQryName) for newQryName, ranges in s)
for newQryName, ranges in s:
paddedName = format(newQryName, str(width))
para = " ".join([paddedName] + ranges)
wrapWidth = opts.width if opts.width else len(para) + 2
print(textwrap.fill(para, wrapWidth, break_long_words=False,
break_on_hyphens=False,
initial_indent="# ",
subsequent_indent="# "))
print()
for clumpName, clump in goodClumps:
if opts.shrink:
for qryNum, isFlipped in clump:
printShrunk(alignmentsPerQuery[qryNum])
print()
else:
print("# PART", clumpName)
print()
for qryNum, isFlipped in clump:
for t in alignmentTextsPerQuery[qryNum]:
if t[0][0] == "a":
printMaf(t, isFlipped)
elif len(t) > 11:
printTab(t, isFlipped)
else: # shrunk format:
print(*t, sep="\t")
print()
sys.stdout.flush()
sys.stderr.write("number of groups: {0}\n".format(len(goodClumps)))
if __name__ == "__main__":
signal.signal(signal.SIGPIPE, signal.SIG_DFL) # avoid silly error message
usage = "%prog [options] case-file(s) [: control-file(s)]"
descr = "Find rearranged query sequences in query-to-reference alignments."
op = optparse.OptionParser(usage=usage, description=descr)
op.add_option("-s", "--min-seqs", type="int", default=2, metavar="N",
help="minimum query sequences per group (default=%default)")
op.add_option("-c", "--min-cov", type="int", metavar="N", help=
"omit any query with any rearrangement shared by < N "
"other queries (default: 1 if s>1, else 0)")
op.add_option("-t", "--types", metavar="LETTERS", default="CSNG", help=
"rearrangement types: C=inter-chromosome, S=inter-strand, "
"N=non-colinear, G=big gap (default=%default)")
op.add_option("-g", "--min-gap", type="float", default=10000, metavar="BP",
help='minimum forward jump in the reference sequence '
'counted as a "big gap" (default=%default)')
op.add_option("-r", "--min-rev", type="float", default=1000, metavar="BP",
help='minimum reverse jump in the reference sequence '
'counted as "non-colinear" (default=%default)')
op.add_option("-f", "--filter", type="int", default=1, metavar="N",
help='discard case reads sharing any (0) or "strongest" '
'(1) rearrangements with control reads (default=%default)')
op.add_option("-d", "--max-diff", type="float", default=500, metavar="BP",
help="maximum query-length difference for "
"shared rearrangement (default=%default)")
op.add_option("-m", "--max-mismap", type="float", default=1.0,
metavar="PROB", help="discard any alignment with "
"mismap probability > PROB (default=%default)")
op.add_option("--insert", metavar="NAME",
help="find insertions of the sequence with this name")
op.add_option("--shrink", action="count", help="shrink the output")
op.add_option("-v", "--verbose", action="count",
help="show progress messages")
op.add_option("-w", "--width", type="int", default=79, metavar="W", help=
"line-wrap width of group summary lines (default=%default)")
opts, args = op.parse_args()
if opts.min_cov is None:
opts.min_cov = 1 if opts.min_seqs > 1 else 0
main(opts, args)