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ReferenceGenome.py
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ReferenceGenome.py
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import os
from pysam import Fastafile
class ReferenceGenome(object):
"""
Class to read sequence data from a reference genome
Attributes:
genome_fasta_file (string): Path to reference genome file
fasta_file (pysam.Fastafile): Fastafile object for reference genome
"""
def __init__(self, genome_fasta_file, logger):
"""
Create new ReferenceGenome
Args:
genome_fasta_file (string): Path to whole genome FASTA file
logger (logging.Logger): Logger for reporting warnings/errors
Returns:
ReferenceGenome
"""
self._logger = logger
self.genome_fasta_file = genome_fasta_file
self._validate_reference_file()
try:
self._fasta_file = Fastafile(self.genome_fasta_file)
except:
raise IOError("Could not read genome file: " +
self.genome_fasta_file)
def _validate_reference_file(self):
"""
Check whether reference file is valid
Args:
genome_fasta_file (string): Path to genome FASTA file
Returns
bool: True if valid
"""
if not os.path.isfile(self.genome_fasta_file + ".fai"):
raise ValueError(
"Supplied genome FASTA file does not have FASTA index")
def get_contig_lengths(self):
"""
Get the names and lengths of all contigs in a references
Args:
None
Returns:
list(tuple(string,int)): Returns a list representing the name and lengths of all contigs in reference
"""
return zip(self._fasta_file.references, self._fasta_file.lengths)
def get_contig_order(self):
"""
Get a dictionary with the ordering of the contigs
Args:
None
Returns:
dict(string,int): Return a dictionary mapping from contig name to order of that contig
"""
result = {}
for (idx, contig) in enumerate(self._fasta_file.references):
result[contig] = idx
return result
def get_reference_bases(self, chrom, start, end):
"""
Get the reference bases from start to end
Args:
chrom (string): Chromsome to query
start (int): Start position to query
end (int): End position (not inclusive)
Returns:
string: The genome sequence
Raises:
ValueError - Invalid arguments
"""
if start >= end:
raise ValueError("Start/stop coordinates incorrect for: " +
str(chrom) + ":" + str(start) + "-" + str(end))
if chrom not in self._fasta_file:
raise ValueError(
"FASTA reference is missing entry for chromosome " + str(chrom))
return self._fasta_file.fetch(str(chrom), start, end)
class CachedReferenceGenome(object):
"""
Class to provide sequence data from a reference genome. All sequence
data will be cached into memory.
Attributes:
genome_fasta_file (string): Path to reference genome file
"""
def __init__(self, reference_genome, logger):
self._logger = logger
self._logger.info("Caching reference data")
self._cache = CachedReferenceGenome.generate_genome_cache(reference_genome)
self._logger.info("Finished caching reference data")
self.genome_fasta_file = reference_genome.genome_fasta_file
self._contig_order = reference_genome.get_contig_order()
@staticmethod
def generate_genome_cache(reference_genome):
"""
Get the reference bases from start to end
Args:
reference_genome (ReferenceGenome): A reference genome that provides the information to be cached
Returns:
dict(string,string): A dictionary that maps from contig name to bases for that contig
"""
result = {}
for (contig, contig_length) in reference_genome.get_contig_lengths():
result[contig] = reference_genome.get_reference_bases(contig, 0, contig_length)
return result
def get_contig_order(self):
"""
Get a dictionary with the ordering of the contigs
Args:
None
Returns:
dict(string,int): Return a dictionary mapping from contig name to order of that contig
"""
return self._contig_order
def get_contig_lengths(self):
"""
Get the names and lengths of all contigs in a references
Args:
None
Returns:
list(tuple(string,int)): Returns a list representing the name and lengths of all contigs in reference
"""
return [(contig, len(self._cache[contig])) for contig in self._cache]
def get_reference_bases(self, chrom, start, end):
"""
Get the reference bases from start to end
Args:
chrom (string): Chromsome to query
start (int): Start position to query
end (int): End position (not inclusive)
Returns:
string: The genome sequence
Raises:
ValueError - Invalid arguments
"""
if start >= end:
raise ValueError("Start/stop coordinates incorrect for: " +
str(chrom) + ":" + str(start) + "-" + str(end))
if chrom not in self._cache:
raise ValueError(
"Reference is missing entry for chromosome " + str(chrom))
return self._cache[str(chrom)][start:end]