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Guide to new Topology format
The new (as of Dec 2015) topology format requires that topology parsers return a single Topology object, where previously they returned a list of Atom instances.
Below is an annotated version of the parse for GRO files.
The Topology
object contains many tables of data, called Attributes
, which *Groups
later refer to.
For example, Atomnames
is an Attribute
.
Attributes
facilitate access to arrays of data. For an AtomGroup
accessing the names, this simply applies AtomGroup.indices
as a mask to the array, but it also handles the ResidueGroup
and SegmentGroup
cases.
import numpy as np
from ..lib.util import openany
from ..core.topologyattrs import (
Resids,
Resnames,
Atomids,
Atomnames,
)
from ..core.topology import Topology
from .base import TopologyReader, squash_by
All Parsers must still inherit from mda.topology.base.TopologyReader and define a parse method
class GROParser(TopologyReader)
def parse(self):
"""Return the *Topology* object for this file"""
# Gro has the following columns
# resid, resname, name, index, (x,y,z)
with openany(self.filename, 'r') as inf:
inf.readline()
n_atoms = int(inf.readline())
# Allocate arrays
# This isn't necessary, appending to lists is also
# possible where the number of atoms isn't known beforehand.
# But ultimately all data must be stored in np.arrays
resids = np.zeros(n_atoms, dtype=np.int32)
# String data must use dtype=object so that any size string
# can be stored.
resnames = np.zeros(n_atoms, dtype=object)
names = np.zeros(n_atoms, dtype=object)
indices = np.zeros(n_atoms, dtype=np.int32)
for i in xrange(n_atoms):
line = inf.readline()
resids[i] = int(line[:5])
resnames[i] = line[5:10].strip()
names[i] = line[10:15].strip()
indices[i] = int(line[15:20])
Whereas previously each Atom
kept a record of its resname
, all Residue properties are now stored on a per-Residue basis, meaning that only one record of Residue name is ever kept.
Considering a trivial case of 4 atoms:
- Atom 1, Resid 3, Resname 'A'
- Atom 2, Resid 3, Resname 'A'
- Atom 3, Resid 4, Resname 'B'
- Atom 4, Resid 4, Resname 'B'
The squash_by
function reduces this information to the following:
- Atom 1, Resindex 0
- Atom 2, Resindex 0
- Atom 3, Resindex 1
- Atom 4, Resindex 1
Represented in the array residx
And then a separate record of information per-Residue
- Resindex 0, Resid 3, Resname 'A'
- Resindex 1, Resid 4, Resname 'B'
Represented in the arrays new_resids
and new_resnames
residx, new_resids, (new_resnames,) = squash_by(resids, resnames)
# new_resids is len(residues)
# so resindex 0 has resid new_resids[0]
atomnames = Atomnames(names)
atomids = Atomids(indices)
residueids = Resids(new_resids)
residuenames = Resnames(new_resnames)
Finally, the Topology
is created by declaring its size in n_atoms
, n_residues
and n_segments
,
passing a list of the Attributes
, and the relationship between atom indices and residue indices, and residue indices and segment indices.
top = Topology(n_atoms, len(new_resids), 0,
attrs=[atomnames, atomids, residueids, residuenames],
atom_resindex=residx,
residue_segindex=None)
return top