root / ase / io / netcdf.py @ 14
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| 1 | 1 | tkerber | """Read and write ASE2's netCDF trajectory files."""
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| 2 | 1 | tkerber | |
| 3 | 1 | tkerber | from ase.io.pupynere import NetCDFFile |
| 4 | 1 | tkerber | from ase.atoms import Atoms |
| 5 | 1 | tkerber | from ase.calculators.singlepoint import SinglePointCalculator |
| 6 | 1 | tkerber | |
| 7 | 1 | tkerber | |
| 8 | 1 | tkerber | def read_netcdf(filename, index=-1): |
| 9 | 1 | tkerber | nc = NetCDFFile(filename) |
| 10 | 1 | tkerber | dims = nc.dimensions |
| 11 | 1 | tkerber | vars = nc.variables |
| 12 | 1 | tkerber | |
| 13 | 1 | tkerber | positions = vars['CartesianPositions'] |
| 14 | 1 | tkerber | numbers = vars['AtomicNumbers'][:] |
| 15 | 1 | tkerber | pbc = vars['BoundaryConditions'][:] |
| 16 | 1 | tkerber | cell = vars['UnitCell'] |
| 17 | 1 | tkerber | tags = vars['Tags'][:] |
| 18 | 1 | tkerber | if not tags.any(): |
| 19 | 1 | tkerber | tags = None
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| 20 | 1 | tkerber | magmoms = vars['MagneticMoments'][:] |
| 21 | 1 | tkerber | if not magmoms.any(): |
| 22 | 1 | tkerber | magmoms = None
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| 23 | 1 | tkerber | |
| 24 | 1 | tkerber | nimages = positions.shape[0]
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| 25 | 1 | tkerber | |
| 26 | 1 | tkerber | attach_calculator = False
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| 27 | 1 | tkerber | if 'PotentialEnergy' in vars: |
| 28 | 1 | tkerber | energy = vars['PotentialEnergy'] |
| 29 | 1 | tkerber | attach_calculator = True
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| 30 | 1 | tkerber | else:
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| 31 | 1 | tkerber | energy = nimages * [None]
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| 32 | 1 | tkerber | |
| 33 | 1 | tkerber | if 'CartesianForces' in vars: |
| 34 | 1 | tkerber | forces = vars['CartesianForces'] |
| 35 | 1 | tkerber | attach_calculator = True
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| 36 | 1 | tkerber | else:
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| 37 | 1 | tkerber | forces = nimages * [None]
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| 38 | 1 | tkerber | |
| 39 | 1 | tkerber | if 'Stress' in vars: |
| 40 | 1 | tkerber | stress = vars['Stress'] |
| 41 | 1 | tkerber | attach_calculator = True
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| 42 | 1 | tkerber | else:
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| 43 | 1 | tkerber | stress = nimages * [None]
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| 44 | 1 | tkerber | |
| 45 | 1 | tkerber | if isinstance(index, int): |
| 46 | 1 | tkerber | indices = [index] |
| 47 | 1 | tkerber | else:
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| 48 | 1 | tkerber | indices = range(nimages)[index]
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| 49 | 1 | tkerber | |
| 50 | 1 | tkerber | images = [] |
| 51 | 1 | tkerber | for i in indices: |
| 52 | 1 | tkerber | atoms = Atoms(positions=positions[i], |
| 53 | 1 | tkerber | numbers=numbers, |
| 54 | 1 | tkerber | cell=cell[i], |
| 55 | 1 | tkerber | pbc=pbc, |
| 56 | 1 | tkerber | tags=tags, magmoms=magmoms) |
| 57 | 1 | tkerber | |
| 58 | 1 | tkerber | if attach_calculator:
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| 59 | 1 | tkerber | calc = SinglePointCalculator(energy[i], forces[i], stress[i], |
| 60 | 1 | tkerber | None, atoms) ### Fixme magmoms |
| 61 | 1 | tkerber | atoms.set_calculator(calc) |
| 62 | 1 | tkerber | |
| 63 | 1 | tkerber | images.append(atoms) |
| 64 | 1 | tkerber | |
| 65 | 1 | tkerber | if isinstance(index, int): |
| 66 | 1 | tkerber | return images[0] |
| 67 | 1 | tkerber | else:
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| 68 | 1 | tkerber | return images
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| 69 | 1 | tkerber | |
| 70 | 1 | tkerber | |
| 71 | 1 | tkerber | class LOA: |
| 72 | 1 | tkerber | def __init__(self, images): |
| 73 | 1 | tkerber | self.set_atoms(images[0]) |
| 74 | 1 | tkerber | |
| 75 | 1 | tkerber | def __len__(self): |
| 76 | 1 | tkerber | return len(self.atoms) |
| 77 | 1 | tkerber | |
| 78 | 1 | tkerber | def set_atoms(self, atoms): |
| 79 | 1 | tkerber | self.atoms = atoms
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| 80 | 1 | tkerber | |
| 81 | 1 | tkerber | def GetPotentialEnergy(self): |
| 82 | 1 | tkerber | return self.atoms.get_potential_energy() |
| 83 | 1 | tkerber | |
| 84 | 1 | tkerber | def GetCartesianForces(self): |
| 85 | 1 | tkerber | return self.atoms.get_forces() |
| 86 | 1 | tkerber | |
| 87 | 1 | tkerber | def GetUnitCell(self): |
| 88 | 1 | tkerber | return self.atoms.get_cell() |
| 89 | 1 | tkerber | |
| 90 | 1 | tkerber | def GetAtomicNumbers(self): |
| 91 | 1 | tkerber | return self.atoms.get_atomic_numbers() |
| 92 | 1 | tkerber | |
| 93 | 1 | tkerber | def GetCartesianPositions(self): |
| 94 | 1 | tkerber | return self.atoms.get_positions() |
| 95 | 1 | tkerber | |
| 96 | 1 | tkerber | def GetBoundaryConditions(self): |
| 97 | 1 | tkerber | return self.atoms.get_pbc() |
| 98 | 1 | tkerber | |
| 99 | 1 | tkerber | |
| 100 | 1 | tkerber | def write_netcdf(filename, images): |
| 101 | 1 | tkerber | from ASE.Trajectories.NetCDFTrajectory import NetCDFTrajectory |
| 102 | 1 | tkerber | |
| 103 | 1 | tkerber | if not isinstance(images, (list, tuple)): |
| 104 | 1 | tkerber | images = [images] |
| 105 | 1 | tkerber | |
| 106 | 1 | tkerber | loa = LOA(images) |
| 107 | 1 | tkerber | traj = NetCDFTrajectory(filename, loa) |
| 108 | 1 | tkerber | for atoms in images: |
| 109 | 1 | tkerber | loa.set_atoms(atoms) |
| 110 | 1 | tkerber | traj.Update() |
| 111 | 1 | tkerber | traj.Close() |