Source code for conkit.io.casp

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"""
Parser module specific to CASP-RR predictions
"""

__author__ = "Felix Simkovic"
__date__ = "03 Aug 2016"
__version__ = "0.13.3"

import collections
import re

from conkit.io._parser import ContactFileParser
from conkit.core.contact import Contact
from conkit.core.contactmap import ContactMap
from conkit.core.contactfile import ContactFile
from conkit.core.sequence import Sequence

# Credits to Stefan Seemayer - bits taken from PyMOL-RR
RE_PRFMAT = re.compile(r"PFRMAT\s+(RR)\s*$")
RE_TARGET = re.compile(r"^TARGET\s+(.*?)\s*$")
RE_AUTHOR = re.compile(r"^AUTHOR\s+(.*?)\s*$")
RE_REMARK = re.compile(r"^REMARK\s+(.*?)\s*$")
RE_METHOD = re.compile(r"^METHOD\s+(.*?)\s*$")
RE_MODEL = re.compile(r"^MODEL\s+(\w+)\s*$")
RE_SEQ = re.compile(r"^([A-Za-z\-]+)$")
RE_SPLIT = re.compile(r"\s+")
RE_RES = re.compile(r"([A-Za-z]+)([0-9]+)")
RE_ENDMDL = re.compile(r"^ENDMDL\s*$")
RE_END = re.compile(r"^END\s*$")

# Intermediate storage structures
ModelTemplate = collections.namedtuple("Model", ["id", "contacts", "sequence"])
ContactTemplate = collections.namedtuple(
    "Contact",
    ["res1_seq", "res2_seq", "lb", "ub", "raw_score", "res1_chain", "res2_chain", "res1_altseq", "res2_altseq"],
)


[docs]class CaspParser(ContactFileParser): """Parser class for CASP RR contact prediction file""" def __init__(self): super(CaspParser, self).__init__()
[docs] def read(self, f_handle, f_id="casp"): """Read a contact file into a :obj:`~conkit.core.contactfile.ContactFile` instance Parameters ---------- f_handle Open file handle [read permissions] f_id : str, optional Unique contact file identifier Returns ------- :obj:`~conkit.core.contactfile.ContactFile` """ lines = [l.strip() for l in f_handle.readlines()] contact_file = ContactFile(f_id) it = iter(lines) while True: try: line = next(it) except StopIteration: break if RE_PRFMAT.match(line): continue elif RE_TARGET.match(line): contact_file.remark = RE_TARGET.match(line).group(1) elif RE_AUTHOR.match(line): contact_file.author = RE_AUTHOR.match(line).group(1) elif RE_REMARK.match(line): contact_file.remark = RE_REMARK.match(line).group(1) elif RE_METHOD.match(line): contact_file.method = RE_METHOD.match(line).group(1) elif RE_MODEL.match(line): contact_map = ContactMap(RE_MODEL.match(line).group(1)) seq_chunks = [] while True: try: line = next(it) except StopIteration: break if not line: break if RE_ENDMDL.match(line): break elif RE_END.match(line): break elif RE_SEQ.match(line): seq_chunks.append(line) else: res1_entry, res2_entry, lb, ub, raw_score = RE_SPLIT.split(line) # Split in case we have chain in inter-molecular scenarios res1_split = RE_RES.split(res1_entry) if len(res1_split) == 1: res1_chain, res1_seq = "", res1_split[0] elif len(res1_split) == 4: res1_chain, res1_seq = res1_split[1], res1_split[2] res2_split = RE_RES.split(res2_entry) if len(res2_split) == 1: res2_chain, res2_seq = "", res2_split[0] elif len(res2_split) == 4: res2_chain, res2_seq = res2_split[1], res2_split[2] contact = Contact( int(res1_seq), int(res2_seq), float(raw_score), distance_bound=(float(lb), float(ub)) ) contact.res1_chain = res1_chain contact.res2_chain = res2_chain contact.res1_altseq = int(res1_seq) contact.res2_altseq = int(res2_seq) contact_map.add(contact) if seq_chunks: seq = "".join(seq_chunks) sequence = Sequence("seq_{}".format(contact_map.id), seq) contact_map.sequence = sequence contact_map.set_sequence_register() contact_file.add(contact_map) elif RE_END.match(line): break else: raise ValueError("Unrecognized line type. Please report this issue") return contact_file
[docs] def write(self, f_handle, hierarchy): """Write a contact file instance to to file Parameters ---------- f_handle Open file handle [write permissions] hierarchy : :obj:`~conkit.core.contactfile.ContactFile`, :obj:`~conkit.core.contactmap.ContactMap` or :obj:`~conkit.core.contact.Contact` """ contact_file = self._reconstruct(hierarchy) content = "PFRMAT RR\n" if contact_file.target: content += "TARGET {}\n".format(contact_file.target) if contact_file.author: content += "AUTHOR {}\n".format(contact_file.author) if contact_file.remark: for remark in contact_file.remark: content += "REMARK {}\n".format(remark) if contact_file.method: for method in contact_file.method: content += "METHOD {}\n".format(method) for contact_map in contact_file: content += "MODEL {}\n".format(contact_map.id) if isinstance(contact_map.sequence, Sequence): sequence = contact_map.sequence for i in range(0, sequence.seq_len, 50): content += sequence.seq[i : i + 50] + "\n" # Casp Roll format specifies raw scores to be in [0, 1] if any(c.raw_score > 1.0 or c.raw_score < 0.0 for c in contact_map): contact_map.rescale(inplace=True) for contact in contact_map: s = "{res1_chain: <}{res1_seq: <4} {res2_chain: <}{res2_seq:<4} {lb: <3} {ub: <3} {raw_score: <.6f}\n" if contact.res1_chain == contact.res2_chain: res1_chain = res2_chain = "" else: res1_chain = contact.res1_chain res2_chain = contact.res2_chain lb = int(contact.lower_bound) if float(contact.lower_bound).is_integer() else contact.lower_bound ub = int(contact.upper_bound) if float(contact.upper_bound).is_integer() else contact.upper_bound s = s.format( res1_chain=res1_chain, res1_seq=contact.res1_seq, res2_chain=res2_chain, res2_seq=contact.res2_seq, lb=lb, ub=ub, raw_score=contact.raw_score, ) content += s content += "ENDMDL\n" content += "END\n" f_handle.write(content)