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Energy in dataset
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"""Command line user interface to create force sets files.""" | ||
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# Copyright (C) 2024 Atsushi Togo | ||
# All rights reserved. | ||
# | ||
# This file is part of phono3py. | ||
# | ||
# Redistribution and use in source and binary forms, with or without | ||
# modification, are permitted provided that the following conditions | ||
# are met: | ||
# | ||
# * Redistributions of source code must retain the above copyright | ||
# notice, this list of conditions and the following disclaimer. | ||
# | ||
# * Redistributions in binary form must reproduce the above copyright | ||
# notice, this list of conditions and the following disclaimer in | ||
# the documentation and/or other materials provided with the | ||
# distribution. | ||
# | ||
# * Neither the name of the phonopy project nor the names of its | ||
# contributors may be used to endorse or promote products derived | ||
# from this software without specific prior written permission. | ||
# | ||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | ||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | ||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS | ||
# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE | ||
# COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, | ||
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, | ||
# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; | ||
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | ||
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT | ||
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN | ||
# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | ||
# POSSIBILITY OF SUCH DAMAGE. | ||
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from __future__ import annotations | ||
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import copy | ||
import sys | ||
from typing import Optional | ||
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from phonopy.cui.create_force_sets import check_number_of_force_files | ||
from phonopy.cui.load_helper import get_nac_params | ||
from phonopy.cui.phonopy_script import file_exists, files_exist, print_error | ||
from phonopy.file_IO import parse_FORCE_SETS, write_FORCE_SETS | ||
from phonopy.interface.calculator import get_calc_dataset | ||
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from phono3py.file_IO import ( | ||
get_length_of_first_line, | ||
parse_FORCES_FC2, | ||
write_FORCES_FC2, | ||
write_FORCES_FC3, | ||
) | ||
from phono3py.interface.phono3py_yaml import ( | ||
Phono3pyYaml, | ||
displacements_yaml_lines_type1, | ||
) | ||
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def create_FORCES_FC3_and_FORCES_FC2( | ||
settings, | ||
cell_filename: Optional[str], | ||
log_level: int = 0, | ||
): | ||
"""Create FORCES_FC3 and FORCES_FC2 or phono3py_params.yaml from files. | ||
With settings.save_params=True, phono3py_params.yaml is created instead of | ||
FORCES_FC3 and FORCES_FC2. To create phono3py_params.yaml, at least fc3 | ||
forces have to be collected. | ||
""" | ||
interface_mode = settings.calculator | ||
disp_filename_candidates = [ | ||
"phono3py_disp.yaml", | ||
] | ||
if cell_filename is not None: | ||
disp_filename_candidates.insert(0, cell_filename) | ||
disp_filenames = files_exist(disp_filename_candidates, log_level, is_any=True) | ||
disp_filename = disp_filenames[0] | ||
ph3py_yaml = Phono3pyYaml(settings={"force_sets": True}) | ||
ph3py_yaml.read(disp_filename) | ||
if ph3py_yaml.calculator is not None: | ||
interface_mode = ph3py_yaml.calculator # overwrite | ||
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if settings.create_forces_fc3 or settings.create_forces_fc3_file: | ||
calc_dataset_fc3 = _get_force_sets_fc3( | ||
settings, ph3py_yaml.dataset, disp_filename, interface_mode, log_level | ||
) | ||
if not calc_dataset_fc3["forces"]: | ||
if log_level: | ||
print("%s could not be created." % "FORCES_FC3") | ||
print_error() | ||
sys.exit(1) | ||
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if settings.create_forces_fc2: | ||
calc_dataset_fc2 = _get_force_sets_fc2( | ||
settings, | ||
ph3py_yaml.phonon_dataset, | ||
disp_filename, | ||
interface_mode, | ||
log_level, | ||
) | ||
if not calc_dataset_fc2["forces"]: | ||
if log_level: | ||
print("%s could not be created." % "FORCES_FC2") | ||
print_error() | ||
sys.exit(1) | ||
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if settings.save_params: | ||
fc3_yaml_filename = "phono3py_params.yaml" | ||
if not (settings.create_forces_fc3 or settings.create_forces_fc3_file): | ||
if log_level: | ||
print(f'When creating "{fc3_yaml_filename}" with force sets for fc2, ') | ||
print("force sets for fc3 have to be collected simultaneously.") | ||
print(f'"{fc3_yaml_filename}" could not be created.') | ||
print("") | ||
print_error() | ||
sys.exit(1) | ||
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_set_forces_and_nac_params( | ||
ph3py_yaml, settings, calc_dataset_fc3, calc_dataset_fc2 | ||
) | ||
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with open(fc3_yaml_filename, "w") as w: | ||
w.write(str(ph3py_yaml)) | ||
if log_level: | ||
print(f'"{fc3_yaml_filename}" has been created.') | ||
else: | ||
if settings.create_forces_fc3 or settings.create_forces_fc3_file: | ||
write_FORCES_FC3( | ||
ph3py_yaml.dataset, | ||
forces_fc3=calc_dataset_fc3["forces"], | ||
filename="FORCES_FC3", | ||
) | ||
if log_level: | ||
print("%s has been created." % "FORCES_FC3") | ||
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if settings.create_forces_fc2: | ||
write_FORCES_FC2( | ||
ph3py_yaml.phonon_dataset, | ||
forces_fc2=calc_dataset_fc2["forces"], | ||
filename="FORCES_FC2", | ||
) | ||
if log_level: | ||
print("%s has been created." % "FORCES_FC2") | ||
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def create_FORCES_FC2_from_FORCE_SETS(log_level): | ||
"""Convert FORCE_SETS to FORCES_FC2.""" | ||
filename = "FORCE_SETS" | ||
file_exists(filename, log_level) | ||
disp_dataset = parse_FORCE_SETS(filename=filename) | ||
write_FORCES_FC2(disp_dataset) | ||
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if log_level: | ||
print("") | ||
print("FORCES_FC2 has been created from FORCE_SETS.") | ||
print("The following yaml lines should replace respective part of") | ||
print("phono3py_disp.yaml made with --dim-fc2=dim_of_FORCE_SETS.") | ||
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print("") | ||
print("\n".join(displacements_yaml_lines_type1(disp_dataset))) | ||
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def create_FORCE_SETS_from_FORCES_FCx( | ||
phonon_smat, input_filename: Optional[str], cell_filename: Optional[str], log_level | ||
): | ||
"""Convert FORCES_FC3 or FORCES_FC2 to FORCE_SETS.""" | ||
if cell_filename is not None: | ||
disp_filename = cell_filename | ||
elif input_filename is None: | ||
disp_filename = "phono3py_disp.yaml" | ||
else: | ||
disp_filename = f"phono3py_disp.{input_filename}.yaml" | ||
if phonon_smat is not None: | ||
forces_filename = "FORCES_FC2" | ||
else: | ||
forces_filename = "FORCES_FC3" | ||
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if log_level: | ||
print(f'Displacement dataset is read from "{disp_filename}".') | ||
print(f'Forces are read from "{forces_filename}"') | ||
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with open(forces_filename, "r") as f: | ||
len_first_line = get_length_of_first_line(f) | ||
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if len_first_line == 3: | ||
file_exists(disp_filename, log_level) | ||
file_exists(forces_filename, log_level) | ||
ph3yml = Phono3pyYaml() | ||
ph3yml.read(disp_filename) | ||
if phonon_smat is None: | ||
dataset = copy.deepcopy(ph3yml.dataset) | ||
smat = ph3yml.supercell_matrix | ||
else: | ||
dataset = copy.deepcopy(ph3yml.phonon_dataset) | ||
smat = ph3yml.phonon_supercell_matrix | ||
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if smat is None or (phonon_smat is not None and (phonon_smat != smat).any()): | ||
if log_level: | ||
print("") | ||
print("Supercell matrix is inconsistent.") | ||
print(f'Supercell matrix read from "{disp_filename}":') | ||
print(smat) | ||
print("Supercell matrix given by --dim-fc2:") | ||
print(phonon_smat) | ||
print_error() | ||
sys.exit(1) | ||
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parse_FORCES_FC2(dataset, filename=forces_filename) | ||
write_FORCE_SETS(dataset) | ||
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if log_level: | ||
print("FORCE_SETS has been created.") | ||
else: | ||
if log_level: | ||
print( | ||
"The file format of %s is already readable by phonopy." | ||
% forces_filename | ||
) | ||
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def _get_force_sets_fc2( | ||
settings, disp_dataset, disp_filename, interface_mode, log_level | ||
) -> dict: | ||
interface_mode = settings.calculator | ||
if log_level: | ||
print(f'FC2 displacement dataset was read from "{disp_filename}".') | ||
num_atoms = disp_dataset["natom"] | ||
num_disps = len(disp_dataset["first_atoms"]) | ||
force_filenames = settings.create_forces_fc2 | ||
for filename in force_filenames: | ||
file_exists(filename, log_level) | ||
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if log_level > 0: | ||
print(f" Number of displacements: {num_disps}") | ||
print(f" Number of supercell files: {len(force_filenames)}") | ||
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calc_dataset = get_calc_dataset( | ||
interface_mode, | ||
num_atoms, | ||
force_filenames, | ||
verbose=(log_level > 0), | ||
) | ||
force_sets = calc_dataset["forces"] | ||
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if settings.subtract_forces: | ||
force_filename = settings.subtract_forces | ||
file_exists(force_filename, log_level) | ||
calc_dataset_zero = get_calc_dataset( | ||
interface_mode, | ||
num_atoms, | ||
[ | ||
force_filename, | ||
], | ||
verbose=(log_level > 0), | ||
) | ||
force_set_zero = calc_dataset_zero["forces"][0] | ||
for fs in force_sets: | ||
fs -= force_set_zero | ||
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if log_level > 0: | ||
print("Forces in '{force_filename}' were subtracted from supercell forces.") | ||
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if log_level > 0: | ||
print("") | ||
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return calc_dataset | ||
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def _get_force_sets_fc3( | ||
settings, disp_dataset, disp_filename, interface_mode, log_level | ||
) -> dict: | ||
if log_level: | ||
print("") | ||
print(f'FC3 Displacement dataset was read from "{disp_filename}".') | ||
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num_atoms = disp_dataset["natom"] | ||
num_disps = len(disp_dataset["first_atoms"]) | ||
for d1 in disp_dataset["first_atoms"]: | ||
for d2 in d1["second_atoms"]: | ||
if "included" not in d2 or d2["included"]: | ||
num_disps += 1 | ||
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if settings.create_forces_fc3_file: | ||
file_exists(settings.create_forces_fc3_file, log_level) | ||
force_filenames = [x.strip() for x in open(settings.create_forces_fc3_file)] | ||
else: | ||
force_filenames = settings.create_forces_fc3 | ||
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for filename in force_filenames: | ||
file_exists(filename, log_level) | ||
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if log_level > 0: | ||
print(f" Number of displacements: {num_disps}") | ||
print(f" Number of supercell files: {len(force_filenames)}") | ||
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if not check_number_of_force_files(num_disps, force_filenames, disp_filename): | ||
calc_dataset = {"forces": []} | ||
else: | ||
calc_dataset = get_calc_dataset( | ||
interface_mode, | ||
num_atoms, | ||
force_filenames, | ||
verbose=(log_level > 0), | ||
) | ||
force_sets = calc_dataset["forces"] | ||
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if settings.subtract_forces: | ||
force_filename = settings.subtract_forces | ||
file_exists(force_filename, log_level) | ||
calc_dataset = get_calc_dataset( | ||
interface_mode, | ||
num_atoms, | ||
[ | ||
force_filename, | ||
], | ||
verbose=(log_level > 0), | ||
) | ||
force_set_zero = calc_dataset["forces"][0] | ||
for fs in force_sets: | ||
fs -= force_set_zero | ||
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if log_level > 0: | ||
print( | ||
f"Forces in '{force_filename}' were subtracted from supercell forces." | ||
) | ||
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if log_level > 0: | ||
print("") | ||
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return calc_dataset | ||
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def _set_forces_and_nac_params( | ||
ph3py_yaml: Phono3pyYaml, settings, calc_dataset_fc3: dict, calc_dataset_fc2: dict | ||
): | ||
count = len(ph3py_yaml.dataset["first_atoms"]) | ||
for i, d1 in enumerate(ph3py_yaml.dataset["first_atoms"]): | ||
d1["forces"] = calc_dataset_fc3["forces"][i] | ||
if "energies" in calc_dataset_fc3: | ||
d1["energy"] = float(calc_dataset_fc3["energies"][i]) | ||
for d2 in d1["second_atoms"]: | ||
if "included" not in d2 or d2["included"]: | ||
d2["forces"] = calc_dataset_fc3["forces"][count] | ||
if "energies" in calc_dataset_fc3: | ||
d2["energy"] = float(calc_dataset_fc3["energies"][count]) | ||
count += 1 | ||
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if settings.create_forces_fc2: | ||
for i, d in enumerate(ph3py_yaml.phonon_dataset["first_atoms"]): | ||
d["forces"] = calc_dataset_fc2["forces"][i] | ||
if "energies" in calc_dataset_fc2: | ||
d["energy"] = float(calc_dataset_fc2["energies"][i]) | ||
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nac_params = get_nac_params(primitive=ph3py_yaml.primitive) | ||
if nac_params: | ||
ph3py_yaml.nac_params = nac_params |
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