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461 lines
16 KiB
Python
461 lines
16 KiB
Python
# Copyright 1999-2000 by Jeffrey Chang. All rights reserved.
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#
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# This file is part of the Biopython distribution and governed by your
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# choice of the "Biopython License Agreement" or the "BSD 3-Clause License".
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# Please see the LICENSE file that should have been included as part of this
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# package.
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"""Record classes to hold BLAST output.
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Classes:
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Blast Holds all the information from a blast search.
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PSIBlast Holds all the information from a psi-blast search.
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Header Holds information from the header.
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Description Holds information about one hit description.
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Alignment Holds information about one alignment hit.
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HSP Holds information about one HSP.
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MultipleAlignment Holds information about a multiple alignment.
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DatabaseReport Holds information from the database report.
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Parameters Holds information from the parameters.
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"""
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# XXX finish printable BLAST output
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from Bio.Seq import Seq
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from Bio.SeqRecord import SeqRecord
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from Bio.Align import MultipleSeqAlignment
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def fmt_(value, format_spec="%s", default_str="<unknown>"):
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"""Ensure the given value formats to a string correctly."""
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if value is None:
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return default_str
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return format_spec % value
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class Header:
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"""Saves information from a blast header.
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Members:
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application The name of the BLAST flavor that generated this data.
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version Version of blast used.
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date Date this data was generated.
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reference Reference for blast.
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query Name of query sequence.
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query_letters Number of letters in the query sequence. (int)
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database Name of the database.
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database_sequences Number of sequences in the database. (int)
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database_letters Number of letters in the database. (int)
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"""
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def __init__(self):
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"""Initialize the class."""
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self.application = ""
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self.version = ""
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self.date = ""
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self.reference = ""
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self.query = ""
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self.query_letters = None
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self.database = ""
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self.database_sequences = None
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self.database_letters = None
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class Description:
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"""Stores information about one hit in the descriptions section.
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Members:
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title Title of the hit.
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score Number of bits. (int)
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bits Bit score. (float)
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e E value. (float)
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num_alignments Number of alignments for the same subject. (int)
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"""
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def __init__(self):
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"""Initialize the class."""
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self.title = ""
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self.score = None
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self.bits = None
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self.e = None
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self.num_alignments = None
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def __str__(self):
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"""Return the description as a string."""
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return f"{self.title:<66} {self.score:>5} {self.e}"
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class DescriptionExt(Description):
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"""Extended description record for BLASTXML version 2.
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Members:
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items List of DescriptionExtItem
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"""
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def __init__(self):
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"""Initialize the class."""
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super().__init__()
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self.items = []
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def append_item(self, item):
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"""Add a description extended record."""
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if len(self.items) == 0:
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self.title = str(item)
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self.items.append(item)
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class DescriptionExtItem:
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"""Stores information about one record in hit description for BLASTXML version 2.
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Members:
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id Database identifier
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title Title of the hit.
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"""
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def __init__(self):
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"""Initialize the class."""
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self.id = None
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self.title = None
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self.accession = None
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self.taxid = None
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self.sciname = None
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def __str__(self):
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"""Return the description identifier and title as a string."""
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return f"{self.id} {self.title}"
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class Alignment:
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"""Stores information about one hit in the alignments section.
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Members:
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title Name.
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hit_id Hit identifier. (str)
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hit_def Hit definition. (str)
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length Length. (int)
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hsps A list of HSP objects.
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"""
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def __init__(self):
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"""Initialize the class."""
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self.title = ""
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self.hit_id = ""
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self.hit_def = ""
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self.length = None
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self.hsps = []
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def __str__(self):
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"""Return the BLAST alignment as a formatted string."""
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lines = self.title.split("\n")
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lines.append(f"Length = {self.length}\n")
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return "\n ".join(lines)
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class HSP:
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"""Stores information about one hsp in an alignment hit.
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Members:
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- score BLAST score of hit. (float)
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- bits Number of bits for that score. (float)
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- expect Expect value. (float)
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- num_alignments Number of alignments for same subject. (int)
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- identities Number of identities (int) if using the XML parser.
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Tuple of number of identities/total aligned (int, int)
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if using the (obsolete) plain text parser.
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- positives Number of positives (int) if using the XML parser.
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Tuple of number of positives/total aligned (int, int)
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if using the (obsolete) plain text parser.
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- gaps Number of gaps (int) if using the XML parser.
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Tuple of number of gaps/total aligned (int, int) if
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using the (obsolete) plain text parser.
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- align_length Length of the alignment. (int)
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- strand Tuple of (query, target) strand.
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- frame Tuple of 1 or 2 frame shifts, depending on the flavor.
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- query The query sequence.
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- query_start The start residue for the query sequence. (1-based)
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- query_end The end residue for the query sequence. (1-based)
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- match The match sequence.
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- sbjct The sbjct sequence.
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- sbjct_start The start residue for the sbjct sequence. (1-based)
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- sbjct_end The end residue for the sbjct sequence. (1-based)
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Not all flavors of BLAST return values for every attribute::
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score expect identities positives strand frame
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BLASTP X X X X
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BLASTN X X X X X
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BLASTX X X X X X
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TBLASTN X X X X X
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TBLASTX X X X X X/X
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Note: for BLASTX, the query sequence is shown as a protein sequence,
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but the numbering is based on the nucleotides. Thus, the numbering
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is 3x larger than the number of amino acid residues. A similar effect
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can be seen for the sbjct sequence in TBLASTN, and for both sequences
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in TBLASTX.
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Also, for negative frames, the sequence numbering starts from
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query_start and counts down.
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"""
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def __init__(self):
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"""Initialize the class."""
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self.score = None
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self.bits = None
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self.expect = None
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self.num_alignments = None
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self.identities = (None, None)
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self.positives = (None, None)
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self.gaps = (None, None)
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self.align_length = None
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self.strand = (None, None)
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self.frame = ()
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self.query = ""
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self.query_start = None
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self.query_end = None
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self.match = ""
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self.sbjct = ""
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self.sbjct_start = None
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self.sbjct_end = None
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def __str__(self):
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"""Return the BLAST HSP as a formatted string."""
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lines = [
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"Score %s (%s bits), expectation %s, alignment length %s"
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% (
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fmt_(self.score, "%i"),
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fmt_(self.bits, "%i"),
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fmt_(self.expect, "%0.1e"),
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fmt_(self.align_length, "%i"),
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)
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]
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if self.align_length is None:
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return "\n".join(lines)
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if self.align_length < 50:
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lines.append(
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"Query:%8s %s %s" % (self.query_start, self.query, self.query_end)
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)
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lines.append(f" {self.match}")
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lines.append(
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"Sbjct:%8s %s %s" % (self.sbjct_start, self.sbjct, self.sbjct_end)
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)
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else:
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lines.append(
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"Query:%8s %s...%s %s"
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% (self.query_start, self.query[:45], self.query[-3:], self.query_end)
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)
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lines.append(f" {self.match[:45]}...{self.match[-3:]}")
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lines.append(
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"Sbjct:%8s %s...%s %s"
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% (self.sbjct_start, self.sbjct[:45], self.sbjct[-3:], self.sbjct_end)
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)
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return "\n".join(lines)
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class MultipleAlignment:
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"""Holds information about a multiple alignment.
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Members:
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alignment A list of tuples (name, start residue, sequence, end residue).
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The start residue is 1-based. It may be blank, if that sequence is
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not aligned in the multiple alignment.
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"""
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def __init__(self):
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"""Initialize the class."""
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self.alignment = []
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def to_generic(self):
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"""Retrieve generic alignment object for the given alignment.
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Instead of the tuples, this returns a MultipleSeqAlignment object
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from Bio.Align, through which you can manipulate and query
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the object.
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Thanks to James Casbon for the code.
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"""
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seq_parts = []
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seq_names = []
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parse_number = 0
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n = 0
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for name, start, seq, end in self.alignment:
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if name == "QUERY": # QUERY is the first in each alignment block
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parse_number += 1
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n = 0
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if parse_number == 1: # create on first_parse, append on all others
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seq_parts.append(seq)
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seq_names.append(name)
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else:
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seq_parts[n] += seq
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n += 1
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records = (
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SeqRecord(Seq(seq), name) for (name, seq) in zip(seq_names, seq_parts)
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)
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return MultipleSeqAlignment(records)
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class Round:
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"""Holds information from a PSI-BLAST round.
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Members:
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number Round number. (int)
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reused_seqs Sequences in model, found again. List of Description objects.
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new_seqs Sequences not found, or below threshold. List of Description.
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alignments A list of Alignment objects.
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multiple_alignment A MultipleAlignment object.
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"""
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def __init__(self):
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"""Initialize the class."""
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self.number = None
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self.reused_seqs = []
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self.new_seqs = []
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self.alignments = []
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self.multiple_alignment = None
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class DatabaseReport:
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"""Holds information about a database report.
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Members:
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database_name List of database names. (can have multiple dbs)
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num_letters_in_database Number of letters in the database. (int)
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num_sequences_in_database List of number of sequences in the database.
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posted_date List of the dates the databases were posted.
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ka_params A tuple of (lambda, k, h) values. (floats)
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gapped # XXX this isn't set right!
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ka_params_gap A tuple of (lambda, k, h) values. (floats)
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"""
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def __init__(self):
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"""Initialize the class."""
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self.database_name = []
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self.posted_date = []
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self.num_letters_in_database = []
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self.num_sequences_in_database = []
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self.ka_params = (None, None, None)
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self.gapped = 0
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self.ka_params_gap = (None, None, None)
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class Parameters:
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"""Holds information about the parameters.
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Members:
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matrix Name of the matrix.
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gap_penalties Tuple of (open, extend) penalties. (floats)
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sc_match Match score for nucleotide-nucleotide comparison
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sc_mismatch Mismatch penalty for nucleotide-nucleotide comparison
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num_hits Number of hits to the database. (int)
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num_sequences Number of sequences. (int)
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num_good_extends Number of extensions. (int)
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num_seqs_better_e Number of sequences better than e-value. (int)
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hsps_no_gap Number of HSP's better, without gapping. (int)
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hsps_prelim_gapped Number of HSP's gapped in prelim test. (int)
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hsps_prelim_gapped_attemped Number of HSP's attempted in prelim. (int)
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hsps_gapped Total number of HSP's gapped. (int)
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query_length Length of the query. (int)
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query_id Identifier of the query sequence. (str)
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database_length Number of letters in the database. (int)
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effective_hsp_length Effective HSP length. (int)
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effective_query_length Effective length of query. (int)
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effective_database_length Effective length of database. (int)
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effective_search_space Effective search space. (int)
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effective_search_space_used Effective search space used. (int)
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frameshift Frameshift window. Tuple of (int, float)
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threshold Threshold. (int)
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window_size Window size. (int)
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dropoff_1st_pass Tuple of (score, bits). (int, float)
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gap_x_dropoff Tuple of (score, bits). (int, float)
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gap_x_dropoff_final Tuple of (score, bits). (int, float)
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gap_trigger Tuple of (score, bits). (int, float)
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blast_cutoff Tuple of (score, bits). (int, float)
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"""
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def __init__(self):
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"""Initialize the class."""
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self.matrix = ""
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self.gap_penalties = (None, None)
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self.sc_match = None
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self.sc_mismatch = None
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self.num_hits = None
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self.num_sequences = None
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self.num_good_extends = None
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self.num_seqs_better_e = None
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self.hsps_no_gap = None
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self.hsps_prelim_gapped = None
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self.hsps_prelim_gapped_attemped = None
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self.hsps_gapped = None
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self.query_id = None
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self.query_length = None
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self.database_length = None
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self.effective_hsp_length = None
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self.effective_query_length = None
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self.effective_database_length = None
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self.effective_search_space = None
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self.effective_search_space_used = None
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self.frameshift = (None, None)
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self.threshold = None
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self.window_size = None
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self.dropoff_1st_pass = (None, None)
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self.gap_x_dropoff = (None, None)
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self.gap_x_dropoff_final = (None, None)
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self.gap_trigger = (None, None)
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self.blast_cutoff = (None, None)
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# TODO - Add a friendly __str__ method to BLAST results
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class Blast(Header, DatabaseReport, Parameters):
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"""Saves the results from a blast search.
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Members:
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descriptions A list of Description objects.
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alignments A list of Alignment objects.
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multiple_alignment A MultipleAlignment object.
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+ members inherited from base classes
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"""
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def __init__(self):
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"""Initialize the class."""
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Header.__init__(self)
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DatabaseReport.__init__(self)
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Parameters.__init__(self)
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self.descriptions = []
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self.alignments = []
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self.multiple_alignment = None
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class PSIBlast(Header, DatabaseReport, Parameters):
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"""Saves the results from a blastpgp search.
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Members:
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rounds A list of Round objects.
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converged Whether the search converged.
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+ members inherited from base classes
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"""
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def __init__(self):
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"""Initialize the class."""
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Header.__init__(self)
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DatabaseReport.__init__(self)
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Parameters.__init__(self)
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self.rounds = []
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self.converged = 0
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