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454 lines (372 loc) · 17.6 KB
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# Copyright (C) 2026 Zhaoqin Xu, Liu Gan, Mingjie Wei
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
from readlammps import lammps
import Polymer
import readConfig
import numpy as np
from basicfunc import gift_wrapping, find_valid_placement
class MolecularSystem:
"""Molecular system class"""
def __init__(self, lmpdatafile, config: dict) -> None:
"""Initialize molecular system
Args:
lmpdatafile (_type_): LAMMPS data file
config (dict): Configuration file
"""
lmpdata = lammps(lmpdatafile)
self.types: readConfig.types = config["typedata"]
self.instruction: readConfig.instruction = config["instruction"]
self.lmp: lammps = lmpdata
self.LoadAbbreviation()
if self.instruction.equilibrium:
self.upperPlate: Polymer.atom = self.lmp.getAtom(self.instruction.upperPlate)
self.lowerPlate: Polymer.atom = self.lmp.getAtom(self.instruction.lowerPlate)
self.upperSolvent = set(self.instruction.upperSolvent)
self.upperMonomer: Polymer.Molecular = Polymer.Molecular()
self.upperMonomer.readMononerfile(self.instruction.upperMonomer)
self.lowerSolvent = set(self.instruction.lowerSolvent)
self.lowerMonomer: Polymer.Molecular = Polymer.Molecular()
self.lowerMonomer.readMononerfile(self.instruction.lowerMonomer)
def LoadAbbreviation(self) -> None:
"""
Load abbreviations in the system
"""
for atom in self.lmp.Atoms.values():
atom.findtypestr(self.types.atom_Type)
def queryType(self, items: Polymer.multi) -> str:
"""Query types of bonds, angles, and dihedrals
Args:
items (Polymer.multi): Bond, angle, or dihedral object
Raises:
KeyError: Type not found
KeyError: Type not found
KeyError: Type not found
TypeError: Wrong type
Returns:
_type_: Type
"""
Reverse_Order: list[str] = items.abbreviation.split(",")
Reverse_Order.reverse()
Reverse_Order = ",".join(Reverse_Order)
Forward_Order: str = items.abbreviation
if isinstance(items, Polymer.bond):
if Forward_Order in self.types.bond_Type:
return self.types.bond_Type[Forward_Order]
elif Reverse_Order in self.types.bond_Type:
return self.types.bond_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
elif isinstance(items, Polymer.angle):
if Forward_Order in self.types.angle_Type:
return self.types.angle_Type[Forward_Order]
elif Reverse_Order in self.types.angle_Type:
return self.types.angle_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
elif isinstance(items, Polymer.dihedral):
if Forward_Order in self.types.dihedral_Type:
return self.types.dihedral_Type[Forward_Order]
elif Reverse_Order in self.types.dihedral_Type:
return self.types.dihedral_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
elif isinstance(items, Polymer.improper):
if Forward_Order in self.types.improper_Type:
return self.types.improper_Type[Forward_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
else:
raise TypeError(
f"Give Wrong item!, it is not a improper/dihedral/angle/bond"
)
def queryType_new(self, items: list[Polymer.atom], type) -> str:
"""Query types of bonds, angles, and dihedrals
Args:
items (list[Polymer.atom]): List of atoms
type (_type_): Type
Raises:
KeyError: Type not found
KeyError: Type not found
KeyError: Type not found
TypeError: Wrong type
Returns:
str: Type
"""
tempOrder: list[str] = [atom.abbreviation for atom in items]
Forward_Order: str = ",".join(tempOrder)
Reverse_Order: list[str] = tempOrder
Reverse_Order.reverse()
Reverse_Order = ",".join(Reverse_Order)
if type == "bond":
if Forward_Order in self.types.bond_Type:
return self.types.bond_Type[Forward_Order]
elif Reverse_Order in self.types.bond_Type:
return self.types.bond_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
elif type == "angle":
if Forward_Order in self.types.angle_Type:
return self.types.angle_Type[Forward_Order]
elif Reverse_Order in self.types.angle_Type:
return self.types.angle_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
elif type == "dihedral":
if Forward_Order in self.types.dihedral_Type:
return self.types.dihedral_Type[Forward_Order]
elif Reverse_Order in self.types.dihedral_Type:
return self.types.dihedral_Type[Reverse_Order]
else:
raise KeyError(f"Not find this type {Forward_Order}")
else:
raise TypeError(f"Give Wrong item!, it is not a dihedral/angle/bond")
def queryType_Improper(self, improper: list[Polymer.atom]) -> str:
"""Query improper angle types
Args:
improper (list[Polymer.atom]): Atoms of improper angle
Raises:
KeyError: If improper angle type is not found
Returns:
_type_: Improper angle type
"""
c, a, b, d = improper
# Require central atom in first position, permute remaining atoms with six results
permutation_order: list[list[Polymer.atom]] = [
[c, a, b, d],
[c, b, a, d],
[c, d, b, a],
[c, b, d, a],
[c, a, d, b],
[c, d, a, b],
]
for order in permutation_order:
ordstr: list[str] = [atom.abbreviation for atom in order]
ordstr = ",".join(ordstr)
if ordstr in self.types.improper_Type:
return self.types.improper_Type[ordstr]
raise KeyError(
f"Not find this improper's type, {c.abbreviation},{a.abbreviation},{b.abbreviation},{d.abbreviation}"
)
def merge(self, other: Polymer.Molecular, direction: str) -> None:
"""
Merge new molecule into the system
Args:
other (Polymer.Molecular): Monomer to merge
direction (str): Merge direction, 'up' means add monomer from above, 'be' means add monomer from below
"""
if type(other) != Polymer.Molecular:
raise TypeError("The other object must be Monomer object")
def findVacancies(plateZ: int) -> np.array:
"""
Find vacancies in current system
Args:
`plateZ` (int): Z coordinate of metal plate
Returns:
np.ndarray: Coordinates of vacancies
"""
filtertypes=list(self.upperSolvent)+list(self.lowerSolvent)+list([self.types.atom_Type["be"],self.types.atom_Type["up"]])
circles = np.array(
[
(atom.x, atom.y)
for atom in self.lmp.Atoms.values()
if (plateZ - 38 <= atom.z <= plateZ + 38) and (atom.type not in filtertypes)
]
)
# Calculate outermost points
points = np.array([(atom.x, atom.y) for atom in other.atoms.values()])
hull = gift_wrapping(points)
# Try to find valid placement position
valid_points = find_valid_placement(
hull, points, circles, 0.88, self.lmp.MolsysInfo.xhi, max_attempts=2000
)
return valid_points
if direction == "up":
plateZ = self.lmp.getAtom("up")
valid_points = findVacancies(plateZ.z)
for index, atom in other.atoms.items():
atom.x, atom.y, atom.z = (
valid_points[index-1][0].item(),
valid_points[index-1][1].item(),
plateZ.z - 1,
) # Convert to Python native float
elif direction == "be":
plateZ = self.lmp.getAtom("be")
valid_points = findVacancies(plateZ.z)
for index, atom in other.atoms.items():
atom.x, atom.y, atom.z = (
valid_points[index-1][0].item(),
valid_points[index-1][1].item(),
plateZ.z + 1,
)
else:
raise ValueError("The direction must be up or down")
# Update system information
other.update(
self.lmp.MolsysInfo.atoms_num,
self.lmp.MolsysInfo.bonds_num,
self.lmp.MolsysInfo.angles_num,
self.lmp.MolsysInfo.dihedrals_num,
self.lmp.MolsysInfo.impropers_num,
self.lmp.Mols.__len__()
)
self.lmp.Atoms.update(other.atoms)
self.lmp.Bonds.update(other.bonds)
self.lmp.Angles.update(other.angles)
self.lmp.Dihedrals.update(other.dihedrals)
self.lmp.Impropers.update(other.impropers)
self.lmp.Mols[self.lmp.Mols.__len__()+1]=[a for a in other.atoms.values()]
self.lmp.MolsysInfo.atoms_num = len(self.lmp.Atoms)
self.lmp.MolsysInfo.bonds_num = len(self.lmp.Bonds)
self.lmp.MolsysInfo.angles_num = len(self.lmp.Angles)
self.lmp.MolsysInfo.dihedrals_num = len(self.lmp.Dihedrals)
self.lmp.MolsysInfo.impropers_num = len(self.lmp.Impropers)
def deleteAtom(self, atom: Polymer.atom) -> None:
"""
Delete all related objects of deleted atoms from the atomic system
"""
for bonded_atom in atom.bonded:
bonded_atom.bonded.remove(atom)
for bond in atom.bonds:
for atom_in_bond in bond.atoms:
if atom_in_bond != atom:
atom_in_bond.bonds.remove(bond)
self.lmp.Bonds.pop(bond.index)
for angle in atom.angles:
for atom_in_angle in angle.atoms:
if atom_in_angle != atom:
atom_in_angle.angles.remove(angle)
self.lmp.Angles.pop(angle.index)
for dihed in atom.diheds:
for atom_in_dihed in dihed.atoms:
if atom_in_dihed != atom:
atom_in_dihed.diheds.remove(dihed)
self.lmp.Dihedrals.pop(dihed.index)
for improp in atom.improps:
for atom_in_improp in improp.atoms:
if atom_in_improp != atom:
atom_in_improp.improps.remove(improp)
self.lmp.Impropers.pop(improp.index)
self.lmp.Atoms.pop(atom.index)
def equilibrium(self) -> bool:
"""Analyze system equilibrium
Args:
`upperMonomer` (Polymer.Molecular): Upper monomer
`upperSolvent` (list[int]): Upper solvent
`upperFactor` (int): Upper monomer-solvent ratio factor
`lowerMonomer` (Polymer.Molecular): Lower monomer
`lowerSolvent` (list[int]): Lower solvent
`lowerFactor` (int): Lower monomer-solvent ratio factor
"""
NEEDEQUILIBRIUM = False
if self.analysis(
self.upperMonomer.type, self.upperSolvent, self.instruction.upperFactor
): # If monomer needs to be added on upper side
self.merge(self.upperMonomer, "up") # Merge monomer to upper side
# Optimizable, pass copy of monomer instead of monomer itself
self.movePlate("up", 0.065) # Move upper metal plate, 0.065 is empirical value
NEEDEQUILIBRIUM = True
print(f'[INFO]\tAdd A Monomer to the upper side.')
if self.analysis(
self.lowerMonomer.type, self.lowerSolvent, self.instruction.lowerFactor
): # If monomer needs to be added on lower side
self.merge(self.lowerMonomer, "be") # Merge monomer to lower side
self.movePlate("be", 0.065) # Move lower metal plate, 0.065 is empirical value
NEEDEQUILIBRIUM = True
print(f'[INFO]\tAdd A Monomer to the lower side.')
return NEEDEQUILIBRIUM
def analysis(
self, MonomerType: set[int], SolventType: set[int], factor: int
) -> bool:
"""Analyze whether monomers need to be added to the system
Args:
`MonomerType` (set[int]): Monomer type
`SolventType` (set[int]): Solvent type
`factor` (int): Monomer-solvent ratio factor
Returns:
`bool`: Whether monomers need to be added
"""
def tran2strtype(typenum):
strtype=[self.types.atom_Type[num] for num in typenum]
return "-".join(strtype)
def print_info(monomer_counts, solvent_counts, factor, equilibrium):
product = monomer_counts * factor
status = "Equilibrium" if equilibrium else "Not Equilibrium"
print(f'[INFO]\tMonomer [{tran2strtype(MonomerType)}]: {monomer_counts}\n'
f'\tSolvent [{tran2strtype(SolventType)}]: {solvent_counts}\n'
f'\tFactor: {factor}\n'
f'\tProduct (Monomer Counts * Factor): {product}\n'
f'\tStatus: {status}\n')
if self.instruction.link.__len__()==2:
linkatoms: list[float]=[atom.z for atom in self.lmp.groupAtoms(self.instruction.link[0][0][1])+self.lmp.groupAtoms(self.instruction.link[0][1][1])+self.lmp.groupAtoms(self.instruction.link[1][0][1])+self.lmp.groupAtoms(self.instruction.link[1][1][1])]
else:
linkatoms: list[float]=[atom.z for atom in self.lmp.groupAtoms(self.instruction.link[0][0][1])+self.lmp.groupAtoms(self.instruction.link[0][1][1])]
def find_main_peak_boundaries(linkatoms, bin_width=2, threshold_ratio=0.1, EXPANDINGCONSTANTS=10):
# Create histogram
hist, bin_edges = np.histogram(linkatoms, bins=np.arange(min(linkatoms), max(linkatoms) + bin_width, bin_width))
# Find highest peak
peak_index = np.argmax(hist)
peak_value = bin_edges[peak_index]
# Set threshold
threshold = max(hist) * threshold_ratio
# Search left for boundary
left_boundary = peak_value
for i in range(peak_index, 0, -1):
if hist[i] < threshold:
left_boundary = bin_edges[i]
break
# Search right for boundary
right_boundary = peak_value
for i in range(peak_index, len(hist)):
if hist[i] < threshold:
right_boundary = bin_edges[i]
break
return left_boundary-EXPANDINGCONSTANTS, right_boundary+EXPANDINGCONSTANTS
left, right = find_main_peak_boundaries(linkatoms)
SearchSpace: list[int]=[atom.mol for atom in self.lmp.Atoms.values() if not (left <= atom.z <= right)]
SearchSpace = set(SearchSpace)
MonomerCounts = 0
SolventCounts = 0
for mol in SearchSpace:
iterType = set([a.type for a in self.lmp.Mols[mol]])
if iterType == MonomerType:
MonomerCounts += 1
elif iterType == set(SolventType):
SolventCounts += 1
if MonomerCounts * factor < SolventCounts:
print_info(MonomerCounts,SolventCounts,factor,False)
return True
else:
print_info(MonomerCounts,SolventCounts,factor,True)
return False
def movePlate(self, direction: str, step: int) -> None:
"""
Move metal plate
Args:
`plate` (str): Metal plate name
`direction` (str): Move direction
`step` (int): Move step size
"""
if direction == "up":
for atom in self.lmp.Atoms.values():
if atom.abbreviation == self.instruction.upperPlate:
atom.z += step
self.lmp.MolsysInfo.zhi += step
elif direction == "be":
for atom in self.lmp.Atoms.values():
if atom.abbreviation == self.instruction.lowerPlate:
atom.z -= step
self.lmp.MolsysInfo.zlo -= step
else:
raise ValueError("The direction must be `up` or `be`")