def _load_improper_info(self):
""" Loads the CHARMM Improper types and array """
del self.impropers[:]
del self.improper_types[:]
for k, eq in zip(self.parm_data['CHARMM_IMPROPER_FORCE_CONSTANT'],
self.parm_data['CHARMM_IMPROPER_PHASE']):
# Previous versions of ParmEd stored improper phases as degrees,
# whereas it should really be stored in radians. So do a simple
# heuristic check to see if a conversion is necessary so we support
# all versions.
eq = eq * RAD_TO_DEG if abs(eq) <= 2 * pi else eq
self.improper_types.append(ImproperType(k, eq,
self.improper_types))
it = iter(self.parm_data['CHARMM_IMPROPERS'])
for i, j, k, l, m in zip(it, it, it, it, it):
self.impropers.append(
Improper(self.atoms[i - 1], self.atoms[j - 1],
self.atoms[k - 1], self.atoms[l - 1],
self.improper_types[m - 1]))
# Make sure that if we have a comment in the CHARMM impropers, we fix it
# to say the units are in radians
for i in range(len(self.parm_comments.get('CHARMM_IMPROPER_PHASE',
[]))):
comment = self.parm_comments['CHARMM_IMPROPER_PHASE'][i]
if 'degrees' in comment:
self.parm_comments['CHARMM_IMPROPER_PHASE'][i] = \
comment.replace('degrees', 'radians')
def _load_improper_info(self):
""" Loads the CHARMM Improper types and array """
del self.impropers[:]
del self.improper_types[:]
for k, eq in zip(self.parm_data['CHARMM_IMPROPER_FORCE_CONSTANT'],
self.parm_data['CHARMM_IMPROPER_PHASE']):
self.improper_types.append(ImproperType(k, eq,
self.improper_types))
it = iter(self.parm_data['CHARMM_IMPROPERS'])
for i, j, k, l, m in zip(it, it, it, it, it):
self.impropers.append(
Improper(self.atoms[i - 1], self.atoms[j - 1],
self.atoms[k - 1], self.atoms[l - 1],
self.improper_types[m - 1]))
def _process_improper(struct, force):
""" Processes a CustomTorsionForce and looks at the energy expression to see
if it's a quadratic improper torsion. Then adds the parameters if applicable
Returns
-------
is_improper : bool
Returns True if the energy expression is recognized as a quadratic
improper, and False otherwise
"""
eqn = force.getEnergyFunction().replace(' ', '')
# Don't try to be fancy with regexes for fear of making a possible mistake.
# ParmEd and OpenMM use only these two eqns for the improper torsions:
# k*(theta-theta0)^2 vs. 0.5*k*(theta-theta0)^2
# So only recognize the above 2 forms
if eqn not in ('0.5*k*(theta-theta0)^2', 'k*(theta-theta0)^2'):
return False
if eqn == '0.5*k*(theta-theta0)^2':
fac = 0.5
else:
fac = 1
typemap = dict()
for ii in range(force.getNumTorsions()):
# All formulations put k first and equilibrium angle second, in radians
i, j, k, l, (psi_k, psi_eq) = force.getTorsionParameters(ii)
ai, aj = struct.atoms[i], struct.atoms[j]
ak, al = struct.atoms[k], struct.atoms[l]
key = (psi_k, psi_eq)
if key in typemap:
imp_type = typemap[key]
else:
imp_type = ImproperType(
psi_k * fac * u.kilojoule_per_mole / u.radian**2,
psi_eq * u.radian)
typemap[key] = imp_type
struct.improper_types.append(imp_type)
struct.impropers.append(Improper(ai, aj, ak, al, type=imp_type))
struct.improper_types.claim()
return True
def create_random_structure(parametrized, novalence=False):
""" Create a random Structure with random attributes
Parameters
----------
parametrized : bool
If True, add at least two of all kinds of parameters to the
generated random structure. If False, just fill in the atoms and
residues and some random valence terms, but no "types"
novalence : bool, optional
If True, no valence terms will be added. Default is False. This is
set to False if parametrized is True
"""
from parmed.topologyobjects import (
Atom, Bond, AtomType, BondType, AngleType, DihedralType, ImproperType,
CmapType, OutOfPlaneBendType, StretchBendType, TorsionTorsionType,
AmoebaNonbondedExceptionType, Angle, UreyBradley, Dihedral, Improper,
Cmap, TrigonalAngle, OutOfPlaneBend, StretchBend, PiTorsion,
TorsionTorsion, AcceptorDonor, Group, ChiralFrame, MultipoleFrame,
NonbondedException, RBTorsionType)
from parmed import structure
from copy import copy
if parametrized: novalence = False
# Generate random atom and parameter types
atom_types = [
AtomType(''.join(random.sample(uppercase, 3)), i,
random.random() * 16 + 1, random.randint(1, 8))
for i in range(random.randint(8, 20))
]
bond_types = [
BondType(random.random() * 2,
random.random() * 100) for i in range(random.randint(10, 20))
]
angle_types = [
AngleType(random.random() * 50,
random.random() * 120) for i in range(random.randint(10, 20))
]
dihed_types = [
DihedralType(random.random() * 10, random.randint(1, 6),
random.choice([0, 180]))
for i in range(random.randint(10, 20))
]
rb_types = [RBTorsionType(*[random.random() * 10 for i in range(6)])]
imp_types = [
ImproperType(random.random() * 100, random.choice([0, 180]))
for i in range(random.randint(10, 20))
]
cmap_types = [
CmapType(24, [random.random() * 5 for i in range(24 * 24)])
for i in range(random.randint(5, 10))
]
oop_types = [
OutOfPlaneBendType(random.random() * 100)
for i in range(random.randint(10, 20))
]
strbnd_types = [
StretchBendType(random.random() * 10,
random.random() * 10,
random.random() * 2,
random.random() * 2,
random.random() * 120)
for i in range(random.randint(10, 20))
]
ang1, ang2 = list(range(-180, 180, 36)), list(range(-180, 180, 18))
tortor_types = [
TorsionTorsionType((10, 20), ang1[:], ang2[:],
[random.random() * 10 for j in range(200)])
for i in range(random.randint(5, 10))
]
for typ in atom_types:
typ.set_lj_params(random.random() * 2, random.random() * 2)
struct = structure.Structure()
# Add atoms in residues
for res in range(random.randint(20, 30)):
resname = ''.join(random.sample(uppercase, 3))
resid = res + 1
for i in range(random.randint(10, 25)):
name = ''.join(random.sample(uppercase, 4))
if parametrized:
typ = random.choice(atom_types)
type = str(typ)
mass = typ.mass
atomic_number = typ.atomic_number
else:
type = ''.join(random.sample(uppercase, 3))
mass = random.random() * 16 + 1
atomic_number = random.randint(1, 8)
charge = random.random() * 2 - 1
solvent_radius = random.random() * 2
screen = random.random() * 2
atom = Atom(atomic_number=atomic_number,
type=type,
charge=charge,
mass=mass,
solvent_radius=solvent_radius,
screen=screen,
name=name)
if parametrized:
atom.atom_type = typ
struct.add_atom(atom, resname, resid)
if novalence:
return struct
# Possibly add parameter type lists
if parametrized:
struct.bond_types.extend([copy(x) for x in bond_types])
struct.bond_types.claim()
struct.angle_types.extend([copy(x) for x in angle_types])
struct.angle_types.claim()
struct.dihedral_types.extend([copy(x) for x in dihed_types])
struct.dihedral_types.claim()
struct.rb_torsion_types.extend([copy(x) for x in rb_types])
struct.rb_torsion_types.claim()
struct.urey_bradley_types.extend([copy(x) for x in bond_types])
struct.urey_bradley_types.claim()
struct.improper_types.extend([copy(x) for x in imp_types])
struct.improper_types.claim()
struct.cmap_types.extend([copy(x) for x in cmap_types])
struct.cmap_types.claim()
struct.trigonal_angle_types.extend([copy(x) for x in angle_types])
struct.trigonal_angle_types.claim()
struct.out_of_plane_bend_types.extend([copy(x) for x in oop_types])
struct.out_of_plane_bend_types.claim()
struct.pi_torsion_types.extend([copy(x) for x in dihed_types])
struct.pi_torsion_types.claim()
struct.stretch_bend_types.extend([copy(x) for x in strbnd_types])
struct.stretch_bend_types.claim()
struct.torsion_torsion_types.extend([copy(x) for x in tortor_types])
struct.torsion_torsion_types.claim()
struct.adjust_types.extend([
AmoebaNonbondedExceptionType(0.5, 0.5, 0.6, 0.6, 0.7)
for i in range(random.randint(10, 20))
])
struct.adjust_types.claim()
# Add valence terms with optional
for i in range(random.randint(40, 50)):
struct.bonds.append(Bond(*random.sample(struct.atoms, 2)))
if parametrized:
struct.bonds[-1].type = random.choice(struct.bond_types)
for i in range(random.randint(35, 45)):
struct.angles.append(Angle(*random.sample(struct.atoms, 3)))
if parametrized:
struct.angles[-1].type = random.choice(struct.angle_types)
for i in range(random.randint(35, 45)):
struct.urey_bradleys.append(
UreyBradley(*random.sample(struct.atoms, 2)))
if parametrized:
struct.urey_bradleys[-1].type = random.choice(
struct.urey_bradley_types)
for i in range(random.randint(30, 40)):
struct.dihedrals.append(
Dihedral(*random.sample(struct.atoms, 4),
improper=random.choice([True, False])))
if parametrized:
struct.dihedrals[-1].type = random.choice(struct.dihedral_types)
for i in range(random.randint(30, 40)):
struct.rb_torsions.append(Dihedral(*random.sample(struct.atoms, 4)))
if parametrized:
struct.rb_torsions[-1].type = random.choice(
struct.rb_torsion_types)
for i in range(random.randint(10, 20)):
struct.impropers.append(Improper(*random.sample(struct.atoms, 4)))
if parametrized:
struct.impropers[-1].type = random.choice(struct.improper_types)
for i in range(random.randint(25, 35)):
struct.cmaps.append(Cmap(*random.sample(struct.atoms, 5)))
if parametrized:
struct.cmaps[-1].type = random.choice(struct.cmap_types)
for i in range(random.randint(30, 40)):
struct.trigonal_angles.append(
TrigonalAngle(*random.sample(struct.atoms, 4)))
if parametrized:
struct.trigonal_angles[-1].type = random.choice(
struct.trigonal_angle_types)
for i in range(random.randint(30, 40)):
struct.out_of_plane_bends.append(
OutOfPlaneBend(*random.sample(struct.atoms, 4)))
if parametrized:
struct.out_of_plane_bends[-1].type = random.choice(
struct.out_of_plane_bend_types)
for i in range(random.randint(30, 40)):
struct.stretch_bends.append(
StretchBend(*random.sample(struct.atoms, 3)))
if parametrized:
struct.stretch_bends[-1].type = random.choice(
struct.stretch_bend_types)
for i in range(random.randint(20, 30)):
struct.pi_torsions.append(PiTorsion(*random.sample(struct.atoms, 6)))
if parametrized:
struct.pi_torsions[-1].type = random.choice(
struct.pi_torsion_types)
for i in range(random.randint(10, 20)):
struct.torsion_torsions.append(
TorsionTorsion(*random.sample(struct.atoms, 5)))
if parametrized:
struct.torsion_torsions[-1].type = random.choice(
struct.torsion_torsion_types)
# Now use some lesser-used features
for i in range(random.randint(5, 10)):
struct.acceptors.append(AcceptorDonor(*random.sample(struct.atoms, 2)))
struct.donors.append(AcceptorDonor(*random.sample(struct.atoms, 2)))
struct.groups.append(Group(random.choice(struct.atoms), 2, 0))
struct.chiral_frames.append(
ChiralFrame(*random.sample(struct.atoms, 2),
chirality=random.choice([-1, 1])))
struct.multipole_frames.append(
MultipoleFrame(random.choice(struct.atoms), 0, 1, 2, 3))
for i in range(random.randint(20, 30)):
struct.adjusts.append(
NonbondedException(*random.sample(struct.atoms, 2)))
if parametrized:
struct.adjusts[-1].type = random.choice(struct.adjust_types)
struct.prune_empty_terms()
struct.unchange()
struct.update_dihedral_exclusions()
return struct