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seq_structures.py
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414 lines (365 loc) · 15.8 KB
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# -*- coding: utf-8 -*-
# Copyright 2013 by Petra Kubincova
import array
MAX_LEN = 64000*8
LEN_SIZE = 32
INF_NUM_SIZE = 8
INF_ID_SIZE = INF_NUM_SIZE
CHR_ID_SIZE = 16
STRAND_SIZE = 8
POS_SIZE = 32 # size of every position and also size of 'bases_count'
BLOCKS_NUM_SIZE = 8
READ_SP_MINUS = 1
NAME_SIZE_SIZE = 8
REF_COUNT_SIZE = 32
FILE_OFFSET_SIZE = 64
BED_NO = 0
BED_PLUS = 1
BED_MINUS = 2
# Generator of bytes in string 'binary', works left-to-right
def byte_generator(binary, size):
binary = binary.zfill(size)
for i in range(0, size, 8):
ret = binary[max(len(binary) - size, 0)+i:i+8]
yield int(ret, 2)
# Write 'number' in binary form (padded to be 'size' long) to 'data'
def write_bytes_to(data, number, size):
generator = byte_generator(bin(number)[2:], size)
for byte in generator:
data.append(byte)
# "Round up" integer 'number' to nearest multiple of 8 which is bigger
# or equal to 'number'
def round_up8(number):
return ((number+7)/8)*8
# Block of references written at once in bgzf file
class BinBlock:
current_size = 0
blocks_size = 0
# Needed when reference is too big for 1 block
ends_in = 0
def __init__(self, idn):
self.idn = idn
self.ref_blocks = []
self.ref_starts = [0]
self.bgzf_starts = []
# Whether this block can be manipulated
self.final = False
self.current_reference = Reference('', -1, -1, True)
def simple_add(self, reference):
size = LEN_SIZE + round_up8(len(reference)) + INF_NUM_SIZE +\
len(reference.informants)*(INF_ID_SIZE + BLOCKS_NUM_SIZE)
for inf_id in reference.informants:
size += len(reference.informants[inf_id])*(CHR_ID_SIZE +\
2*POS_SIZE + LEN_SIZE)
for informant in reference.informants[inf_id]:
size += round_up8(len(informant))
if self.blocks_size + size <= MAX_LEN:
self.ref_blocks.append(reference)
self.ref_starts.append(self.ref_starts[-1] + size)
self.blocks_size += size
return self
else:
if size > MAX_LEN and not self.blocks_size:
self.ref_blocks.append(reference)
self.blocks_size = size_increase % MAX_LEN
self.ends_in = size_increase / MAX_LEN
return self
else:
new_bin_block = BinBlock(self.idn + 1)
new_bin_block.simple_add(reference)
finalize(self)
return new_bin_block
def _undo_reference(self, reference):
if not self.current_reference:
raise BaseException()
if len(self.current_reference) == len(reference):
print self.current_reference.sequence
print reference.sequence
self.current_reference = Reference('', -1, -1, True)
else:
self.current_reference.shorten(len(reference))
for inf_id in reference.informants:
del self.current_reference.informants[inf_id][-1]
if len(self.current_reference.informants[inf_id]) == 0:
del self.current_reference.informants[inf_id]
def append_current_reference(self):
self.ref_blocks.append(self.current_reference)
self.ref_starts.append(self.current_size + self.ref_starts[-1])
self.blocks_size += self.current_size
self.current_size = 0
def add(self, reference):
if self.final:
raise BaseException()
# First add: initialize 'self.chr_id' and 'self.position'
if self.current_reference.chr_id == -1:
self.current_reference = Reference('', reference.chr_id,
reference.chr_pos, reference.plus_strand, 0)
self.current_size += LEN_SIZE + INF_NUM_SIZE
# If 'reference' does not belong into current reference block, add
# current reference block to 'self.block' and start new reference block
elif (self.current_reference.chr_id != reference.chr_id or
self.current_reference.chr_pos + self.current_reference.bases_count\
!= reference.chr_pos or
self.current_reference.plus_strand != reference.plus_strand):
self.append_current_reference()
self.current_reference = Reference('', reference.chr_id,
reference.chr_pos, reference.plus_strand, 0)
self.current_size += LEN_SIZE + INF_NUM_SIZE
size_increase = 0
# For each informant of 'reference': add it to current reference block
for inf_id in reference.informants:
for informant in reference.informants[inf_id]:
if self.current_reference.add_informant(inf_id, informant,
len(self.current_reference)):
size_increase += INF_ID_SIZE + BLOCKS_NUM_SIZE
size_increase += CHR_ID_SIZE + 2*POS_SIZE + LEN_SIZE +\
round_up8(len(informant))
# To current_reference add sequence of 'reference'
self.current_reference.add_sequence(Sequence.__str__(reference, False),
reference.bases_count)
size_increase += round_up8(len(reference))
# If with 'reference' is whole BinBlock too big, undo adding 'reference'
if (self.blocks_size + self.current_size + size_increase > MAX_LEN and
(self.current_size or self.blocks_size)):
self._undo_reference(reference)
new_bin_block = BinBlock(self.idn+1)
new_bin_block.add(reference)
self.finalize()
return new_bin_block
# If with 'reference' is whole BinBlock too big, but it is the only
# reference in BinBlock, split it into more BinBlock-s
elif size_increase > MAX_LEN:
self.ref_blocks.append(current_reference)
self.blocks_size = size_increase % MAX_LEN
self.ends_in = size_increase / MAX_LEN
return self
else:
self.current_size += size_increase
return self
def finalize(self):
if not self.final:
if len(self.current_reference):
self.append_current_reference()
self.final = True
return self
def __str__(self):
ret = "\n----- Block no. " + str(self.idn) + " with " +\
str(len(self.ref_blocks)) + " references and overall size " +\
str(self.blocks_size) + " ending in " + str(self.ends_in) + ":"
# For every reference in block
for reference in self.ref_blocks:
ret += "\n" + str(reference) + "\n"
# And for every informant in that reference
for inf_id in reference.informants:
ret += "Informant id: " + str(inf_id) + "\n"
# And for every piece of alignment in that informant
for piece in reference.informants[inf_id]:
ret += str(piece) + "\n"
ret += "----- End of block\n"
return ret
def to_bytes(self):
data = []
for reference in self.ref_blocks:
data.append(array.array("B"))
data[-1].extend(reference.to_bytes())
for inf_id in reference.informants:
id_generator = byte_generator(bin(inf_id)[2:], INF_ID_SIZE)
num_generator =\
byte_generator(bin(len(reference.informants[inf_id]))[2:],
BLOCKS_NUM_SIZE)
for byte in id_generator:
data[-1].append(byte)
for byte in num_generator:
data[-1].append(byte)
for inf_id in reference.informants:
for informant in reference.informants[inf_id]:
data[-1].extend(informant.to_bytes())
while len(data[-1]) > MAX_LEN:
data.append(data[-1][MAX_LEN:])
data[-2] = data[-2][:MAX_LEN]
return data
# Parent class for Reference and Informant, stores sequence and some
# additional information
class Sequence:
def __init__(self, sequence, chr_id, chr_pos, plus_strand, bases_count):
self.more_sequences = False
self.sequence = sequence
self.chr_id = chr_id
self.chr_pos = chr_pos
self.plus_strand = plus_strand
self.bases_count = bases_count
def add_sequence(self, sequence):
if not self.more_sequences:
self.sequence = [self.sequence]
self.more_sequences = True
self.sequence.append(sequence)
def shorten(self, by):
to_size = len(self) - by
if not self.more_sequences:
self.sequence = self.sequence[:to_size]
else:
for i in range(len(self.sequence)):
if len(self.sequence[i]) <= to_size:
to_size -= len(self.sequence[i])
elif to_size > 0:
self.sequence[i] = self.sequence[i][:to_size]
to_size = 0
else:
self.sequence = self.sequence[:i]
def to_bytes(self):
# Get reprezentation of sequence in this Sequence in byte array
binary = Sequence.__str__(self)
generator = byte_generator(binary, len(binary))
data = array.array("B")
for byte in generator:
data.append(byte)
return data
def get_sequence(self):
if not self.more_sequences:
return self.sequence
else:
return "".join(self.sequence)
def __str__(self, pad=False):
if not self.more_sequences:
ret = self.sequence
else:
ret = ""
for sequence in self.sequence:
ret += sequence
self.sequence = ret
self.more_sequences = False
if pad:
ret += '0' * (8 - (len(ret) % 8))
return ret
def __len__(self):
if self.more_sequences:
ret = 0
for sequence in self.sequence:
ret += len(sequence)
return ret
else:
return len(self.sequence)
class Reference(Sequence):
def __init__(self, sequence, chr_id, chr_pos, plus_strand, bases_count=-1):
Sequence.__init__(self, sequence, chr_id, chr_pos, plus_strand,
bases_count)
self.informants = {}
def add_informant(self, inf_id, informant, seq_pos=-1):
if not inf_id in self.informants:
self.informants[inf_id] = []
ret = True
else:
ret = False
if seq_pos != -1:
informant.seq_pos = seq_pos
self.informants[inf_id].append(informant)
return ret
def add_sequence(self, sequence, bases_count):
self.bases_count += bases_count
Sequence.add_sequence(self, sequence)
def to_bytes(self):
# Create reprezentation of this Reference in byte array
data = array.array("B")
length_generator = byte_generator(bin(len(self))[2:], LEN_SIZE)
inf_num_generator = byte_generator(bin(len(self.informants))[2:],
INF_NUM_SIZE)
for byte in length_generator:
data.append(byte)
data.extend(Sequence.to_bytes(self))
for byte in inf_num_generator:
data.append(byte)
return data
def __str__(self):
if self.plus_strand:
strand = '+'
else:
strand = '-'
return "Reference chromosome: " + str(self.chr_id) + ", position: " +\
str(self.chr_pos) + " on " + strand + " strand, seq: " +\
Sequence.__str__(self, False) +\
" of length " + str(Sequence.__len__(self)) + " with " +\
str(self.bases_count) + " bases and with " +\
str(len(self.informants)) + " informants"
class Informant(Sequence):
def __init__(self, sequence, chr_id, chr_pos, plus_strand, bases_count,
seq_pos=-1):
Sequence.__init__(self, sequence, chr_id, chr_pos, plus_strand,
bases_count)
self.seq_pos = seq_pos
def to_bytes(self):
# Create reprezentation of this Informant in byte array
data = array.array("B")
generator = []
generator.append(byte_generator(bin(self.chr_id)[2:], CHR_ID_SIZE))
generator.append([self.plus_strand])
generator.append(byte_generator(bin(abs(self.chr_pos))[2:], POS_SIZE))
generator.append(byte_generator(bin(self.seq_pos + READ_SP_MINUS)[2:],
POS_SIZE))
generator.append(byte_generator(bin(len(self.sequence))[2:], LEN_SIZE))
generator.append(byte_generator(bin(self.bases_count)[2:], POS_SIZE))
for g in generator:
for byte in g:
data.append(byte)
data.extend(Sequence.to_bytes(self))
return data
def __str__(self):
strand = '+'
if not self.plus_strand:
strand = '-'
return "Chromosome id: " + str(self.chr_id) + ", sequence: " +\
Sequence.__str__(self, False) + " of length " +\
str(len(self.sequence)) + " on position " + str(self.chr_pos) +\
" on " + strand + " strand, " +\
" in alignment on position " + str(self.seq_pos) + " with " +\
str(self.bases_count) + " bases"
# Class containing information about mapping query
class Mapping:
def __init__(self, args, informant=False, options=False, bed=False):
if bed:
self.chromosome = args[0]
self.bed = (BED_PLUS, BED_MINUS)[args[1] == "-"]
self.strand = True
self.left, self.right = int(args[2]), int(args[3])
self.inf_name = informant
self.inf_maxgap = self.ref_maxgap = int(options[0])
self.inner = (True, False)[options[1] == "-outer"]
self.all_errors = (False, True)[options[2] == "-allerrors"]
self.always_map = (False, True)[options[2] == "-alwaysmap" or\
options[2] == "-allerrors"]
class BedQuery:
def __init__(self, args, line_number=-1):
self.length = len(args)
# Defaults: name, score, strand, thick start and end, RGB, exon count,
# exons sizes and starts
defaults = [str(line_number), "-1", "+", "-1", "-1", "0", "0", "", ""]
args += defaults[(len(args) - 3):]
self.chromosome, self.left, self.right, self.name, self.score,\
self.strand, self.lthick, self.rthick, self.rgb, self.exon_count,\
self.sizes, self.starts = args[0:2] + [str(int(args[2]) - 1)] +\
args[3:7] + [str(int(args[7]) - 1), args[8], int(args[9]), \
[int(x) for x in str(args[10]).split(",") if x != ""], \
[int(args[1]) + int(x)\
for x in str(args[11]).split(",") if x != ""]]
if len(self.sizes) != len(self.starts) or\
len(self.sizes) != self.exon_count:
raise Exception("Invalid input: indicated number of blocks " +\
"in line '" + " ".join(args) + "' does not match the actual " +\
"number of blocks.")
def get_map(self):
return [self.chromosome, self.strand, self.left, self.right]
def get_thick_map(self):
return [self.chromosome, self.strand, self.lthick, self.rthick]
def get_left_thick(self):
return [self.chromosome, self.strand, self.lthick, self.lthick]
def get_right_thick(self):
return [self.chromosome, self.strand, self.rthick, self.rthick]
def get_exon_maps(self):
return [[self.chromosome, self.strand, str(self.starts[i]),
str(self.sizes[i] + self.starts[i] - 1)]
for i in range(0, self.exon_count)]
class IndexItem:
def __init__(self, reference):
self.chr_id = reference.chr_id
self.chr_pos = reference.chr_pos
self.plus_strand = reference.plus_strand
self.bases_count = reference.bases_count