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__init__.py
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__init__.py
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from __future__ import division
from __future__ import print_function
import boost_adaptbx.boost.python as bp
ext = bp.import_ext("ccp4io_adaptbx_ext")
from ccp4io_adaptbx_ext import *
import libtbx.load_env
import operator
import os
op = os.path
for _ in ["libccp4/data/syminfo.lib",
"lib/data/syminfo.lib"]:
_ = libtbx.env.under_dist("ccp4io", _)
if (op.isfile(_)):
os.environ["SYMINFO"] = _
break
else:
if os.getenv( "CLIBD" ) and op.isfile( op.join( os.getenv( "CLIBD" ), "syminfo.lib" ) ):
os.environ["SYMINFO"] = op.join( os.getenv( "CLIBD" ), "syminfo.lib" )
else:
import warnings
warnings.warn("ccp4io_adaptbx: cannot locate syminfo.lib")
def to_mmdb(root, flags = [], remove_duplicates = True):
"Converts iotbx.pdb.hierarchy object to an MMDB Manager"
manager = mmdb.Manager()
if remove_duplicates:
selector = select_atoms_with_same_resname
else:
selector = lambda rg: rg.atoms()
if flags:
manager.SetFlag( reduce( operator.or_, flags ) )
for rg in root.residue_groups():
for atom in selector( rg = rg ):
rc = manager.PutPDBString( atom.format_atom_record() )
if 0 < rc:
raise RuntimeError(mmdb.GetErrorDescription( rc ))
return manager
def select_atoms_with_same_resname(rg):
atoms_in = {}
for a in rg.atoms():
atoms_in.setdefault( a.parent().resname, [] ).append( a )
return max([(len(_),_) for _ in atoms_in.values()])[1]
ssm.ERROR_DESCRIPTION_FOR = {
ssm.RETURN_CODE.NoHits: "secondary structure does not match",
ssm.RETURN_CODE.NoSuperposition: "structures are too remote",
ssm.RETURN_CODE.NoGraph: "can't make graph for first structure",
ssm.RETURN_CODE.NoVertices: "empty graph for first structure",
ssm.RETURN_CODE.NoGraph2: "can't make graph for second structure",
ssm.RETURN_CODE.NoVertices2: "empty graph for second structure",
}
ssm.GetErrorDescription = lambda rc: (
ssm.ERROR_DESCRIPTION_FOR.get( rc, "undocumented return code" )
)
class SecondaryStructureMatching(object):
"SSM matching with iotbx.pdb.hierarchy objects"
def __init__(
self,
moving,
reference,
precision = ssm.PRECISION.Normal,
connectivity = ssm.CONNECTIVITY.Flexible
):
self.chains = []
self.managers = []
self.handles = []
self.qvalues = []
for chain in [ moving, reference ]:
manager = to_mmdb( root = chain )
handle = manager.NewSelection()
manager.Select(
selHnd = handle,
selType = mmdb.SELECTION_TYPE.ATOM,
cid = "*",
selKey = mmdb.SELECTION_KEY.NEW
)
if manager.GetSelLength( selHnd = handle ) <= 0:
raise RuntimeError(
"Empty atom selection for structure %s" % ( len( self.managers ) + 1 ))
self.chains.append( chain )
self.managers.append( manager )
self.handles.append( handle )
assert len( self.chains ) == 2
assert len( self.managers ) == 2
assert len(self.handles ) == 2
self.ssm = ssm.SSMAlign()
rc = self.ssm.Align(
manager1 = self.managers[0],
manager2 = self.managers[1],
precision = precision,
connectivity = connectivity,
selHnd1 = self.handles[0],
selHnd2 = self.handles[1],
)
if rc != ssm.RETURN_CODE.Ok:
raise RuntimeError(ssm.GetErrorDescription( rc = rc ))
self.qvalues = self.ssm.GetQvalues()
def GetQvalues(self):
return self.qvalues
def AlignSelectedMatch(self, nselected):
if nselected >= len(self.qvalues):
print("Not that many matches available")
return
rc = self.ssm.AlignSelectedMatch(
manager1 = self.managers[0],
manager2 = self.managers[1],
precision = ssm.PRECISION.Normal,
connectivity = ssm.CONNECTIVITY.Flexible,
selHnd1 = self.handles[0],
selHnd2 = self.handles[1],
nselected = nselected
)
if rc != ssm.RETURN_CODE.Ok:
raise RuntimeError(ssm.GetErrorDescription( rc = rc ))
def get_matrix(self):
return self.ssm.t_matrix
class SSMAlignment(object):
"SSM alignment from SSM match"
def __init__(self, match, indexer):
align = ssm.XAlignText()
align.XAlign(
manager1 = match.managers[0],
manager2 = match.managers[1],
ssm_align = match.ssm
)
indexer1 = indexer( chain = match.chains[0] )
indexer2 = indexer( chain = match.chains[1] )
self.pairs = []
self.stats = []
self.stats2 = []
for ( ( f, s ), a ) in align.get_blocks():
def get(rgi, indexer):
if (rgi is None):
return None
identifier = ( rgi.chain_id, rgi.resseq, rgi.inscode )
assert identifier in indexer, "Id %s missing" % str( identifier )
return indexer[ identifier ]
self.pairs.append( ( get( f, indexer1 ), get( s, indexer2 ) ) )
self.stats2.append( (f, s) ) # also contains hydropathy, resname, restype
self.stats.append( a )
#import code, traceback; code.interact(local=locals(), banner="".join( traceback.format_stack(limit=10) ) )
def GetSSMSequenceIdentity(self):
gaplessalignlen = 0
s5 = 0.0; s4 = 0.0; s3 = 0.0; s2 = 0.0; s1 = 0.0; s0 = 0.0
for e in self.stats:
if len(e) > 0:
gaplessalignlen += 1
""" count number of similar residues in alignment according to score
S/H residue belongs to a strand/helix
+/-/. hydrophylic/hydrophobic/neutral residue
** identical residues matched: similarity 5
++ similarity 4
== similarity 3
-- similarity 2
:: similarity 1
.. dissimilar residues: similarity 0
"""
if e[2] <= 0: s0 += 1.0
if e[2] == 1: s1 += 1.0
if e[2] == 2: s2 += 1.0
if e[2] == 3: s3 += 1.0
if e[2] == 4: s4 += 1.0
if e[2] == 5: s5 += 1.0
glen = gaplessalignlen/100.0
# identical sim4 sim3 sim2 sim1 dissimilar
return (s5/glen, s4/glen, s3/glen, s2/glen, s1/glen, s0/glen, gaplessalignlen)
def residue_groups(cls, match):
indexer = lambda chain: dict(
[ ( ( chain.id, rg.resseq_as_int(), rg.icode ), rg )
for rg in chain.residue_groups() ]
)
return cls( match = match, indexer = indexer )
residue_groups = classmethod( residue_groups )
ssm.MALIGN_ERROR_DESCRIPTION_FOR = {
ssm.MALIGN.BadInput: "bad input",
ssm.MALIGN.NoStructure: "NULL structure",
ssm.MALIGN.NoAlignment: "multiple alignment was not achieved",
}
ssm.GetMultAlignErrorDescription = lambda rc: (
ssm.MALIGN_ERROR_DESCRIPTION_FOR.get( rc, "unknown return code" ) if rc < ssm.MALIGN.NoGraph
else "can't make graph for %s" % ( rc - ssm.MALIGN.NoGraph )
)
def reformat_ssm_t_matrix(mx):
return (
( mx[0], mx[1], mx[2], mx[4], mx[5], mx[6], mx[8], mx[9], mx[10] ),
( mx[3], mx[7], mx[11] ),
)
class SSMMultipleAlignment(object):
"""
A convenience object to hold the results
"""
def __init__(self, managers, selstrings):
if len( managers ) != len( selstrings ):
raise ValueError("Iterables are not the same length")
multalign = ssm.MultipleAlignment( managers = managers, selstrings = selstrings )
if multalign.get_return_code() != ssm.MALIGN.Ok:
raise RuntimeError(ssm.GetMultAlignErrorDescription(
rc = multalign.get_return_code(),
))
self.alignment = multalign.get_alignment()
self.t_matrices = multalign.get_matrices()
self.rmsd = multalign.get_rmsd()
@property
def rt_matrices(self):
return [ reformat_ssm_t_matrix( mx = mx ) for mx in self.t_matrices ]