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Providing support for atomistic StructureData #6632

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24 changes: 17 additions & 7 deletions src/aiida/orm/nodes/data/array/kpoints.py
Original file line number Diff line number Diff line change
Expand Up @@ -223,16 +223,26 @@ def set_cell_from_structure(self, structuredata):

:param structuredata: an instance of StructureData
"""
from aiida.orm import StructureData
from aiida.orm.nodes.data.structure import StructureData, has_atomistic
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if not isinstance(structuredata, StructureData):
raise ValueError(
'An instance of StructureData should be passed to ' 'the KpointsData, found instead {}'.format(
structuredata.__class__
)
error_message = (
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'An instance of StructureData or aiida-atomistic StructureData should be passed to '
'the KpointsData, found instead {}'.format(structuredata.__class__)
)
cell = structuredata.cell
self.set_cell(cell, structuredata.pbc)
if has_atomistic():
from aiida_atomistic import StructureData as AtomisticStructureData

if not isinstance(structuredata, AtomisticStructureData):
raise ValueError(error_message)
else:
cell = structuredata.cell
self.set_cell(cell, structuredata.pbc)
else:
raise ValueError(error_message)
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else:
cell = structuredata.cell
self.set_cell(cell, structuredata.pbc)

def set_cell(self, cell, pbc=None):
"""Set a cell to be used for symmetry analysis.
Expand Down
35 changes: 35 additions & 0 deletions src/aiida/orm/nodes/data/structure.py
Original file line number Diff line number Diff line change
Expand Up @@ -102,6 +102,15 @@ def has_pymatgen():
return True


def has_atomistic() -> bool:
""":return: True if the StructureData and StructureDataMutable from aiida-atomistic module can be imported, False otherwise."""
try:
import aiida_atomistic # noqa: F401
except ImportError:
return False
return True
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def get_pymatgen_version():
""":return: string with pymatgen version, None if can not import."""
if not has_pymatgen():
Expand Down Expand Up @@ -1876,6 +1885,32 @@ def _get_object_pymatgen_molecule(self, **kwargs):
positions = [list(site.position) for site in self.sites]
return Molecule(species, positions)

def to_atomistic(self):
"""
Returns the atomistic StructureData version of the orm.StructureData one.
"""
if not has_atomistic():
raise ImportError(
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'aiida-atomistic plugin is not installed, \
please install it to have full support for atomistic structures'
)
else:
from aiida_atomistic import StructureData, StructureDataMutable

atomistic = StructureDataMutable()
atomistic.set_pbc(self.pbc)
atomistic.set_cell(self.cell)

for site in self.sites:
atomistic.add_atom(
symbols=self.get_kind(site.kind_name).symbol,
masses=self.get_kind(site.kind_name).mass,
positions=site.position,
kinds=site.kind_name,
)

return StructureData.from_mutable(atomistic)


class Kind:
"""This class contains the information about the species (kinds) of the system.
Expand Down
78 changes: 78 additions & 0 deletions tests/orm/nodes/data/test_kpoints.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,9 @@
import numpy as np
import pytest
from aiida.orm import KpointsData, StructureData, load_node
from aiida.orm.nodes.data.structure import has_atomistic

skip_atomistic = pytest.mark.skipif(not has_atomistic(), reason='Unable to import aiida-atomistic')


class TestKpoints:
Expand Down Expand Up @@ -81,3 +84,78 @@ def test_get_kpoints(self):
kpt2 = load_node(kpt.pk)
assert np.abs(kpt2.get_kpoints() - np.array(kpoints)).sum() == 0.0
assert np.abs(kpt2.get_kpoints(cartesian=True) - np.array(cartesian_kpoints)).sum() == 0.0


@skip_atomistic
class TestKpointsAtomisticStructureData:
"""Test for the `Kpointsdata` class using the new atomistic StructureData."""

@pytest.fixture(autouse=True)
def init_profile(self):
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"""Initialize the profile."""

from aiida_atomistic import StructureData, StructureDataMutable

alat = 5.430 # angstrom
cell = [
[
0.5 * alat,
0.5 * alat,
0.0,
],
[
0.0,
0.5 * alat,
0.5 * alat,
],
[0.5 * alat, 0.0, 0.5 * alat],
]
self.alat = alat
mutable = StructureDataMutable()
mutable.set_cell(cell)
mutable.add_atom(positions=(0.000 * alat, 0.000 * alat, 0.000 * alat), symbols='Si')
mutable.add_atom(positions=(0.250 * alat, 0.250 * alat, 0.250 * alat), symbols='Si')
self.structure = StructureData.from_mutable(mutable)
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This can be moved as a generate_atomistic_structure_data() when called it return this example structure.
I think there is also quite a bit duplicated code between TestKpoints and TestKpointsAtomisticStructureData. My suggestion is to combine these to above and use https://docs.pytest.org/en/stable/how-to/parametrize.html that same test logic works for both of them.

# Define the expected reciprocal cell
val = 2.0 * np.pi / alat
self.expected_reciprocal_cell = np.array([[val, val, -val], [-val, val, val], [val, -val, val]])

def test_reciprocal_cell(self):
"""Test the `reciprocal_cell` method.

This is a regression test for #2749.
"""
kpt = KpointsData()
kpt.set_cell_from_structure(self.structure)

assert np.abs(kpt.reciprocal_cell - self.expected_reciprocal_cell).sum() == 0.0

# Check also after storing
kpt.store()
kpt2 = load_node(kpt.pk)
assert np.abs(kpt2.reciprocal_cell - self.expected_reciprocal_cell).sum() == 0.0

def test_get_kpoints(self):
"""Test the `get_kpoints` method."""
kpt = KpointsData()
kpt.set_cell_from_structure(self.structure)

kpoints = [
[0.0, 0.0, 0.0],
[0.5, 0.5, 0.5],
]

cartesian_kpoints = [
[0.0, 0.0, 0.0],
[np.pi / self.alat, np.pi / self.alat, np.pi / self.alat],
]

kpt.set_kpoints(kpoints)
assert np.abs(kpt.get_kpoints() - np.array(kpoints)).sum() == 0.0
assert np.abs(kpt.get_kpoints(cartesian=True) - np.array(cartesian_kpoints)).sum() == 0.0

# Check also after storing
kpt.store()
kpt2 = load_node(kpt.pk)
assert np.abs(kpt2.get_kpoints() - np.array(kpoints)).sum() == 0.0
assert np.abs(kpt2.get_kpoints(cartesian=True) - np.array(cartesian_kpoints)).sum() == 0.0
22 changes: 22 additions & 0 deletions tests/test_dataclasses.py
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@
get_formula,
get_pymatgen_version,
has_ase,
has_atomistic,
has_pymatgen,
has_spglib,
)
Expand Down Expand Up @@ -67,6 +68,7 @@ def simplify(string):
skip_spglib = pytest.mark.skipif(not has_spglib(), reason='Unable to import spglib')
skip_pycifrw = pytest.mark.skipif(not has_pycifrw(), reason='Unable to import PyCifRW')
skip_pymatgen = pytest.mark.skipif(not has_pymatgen(), reason='Unable to import pymatgen')
skip_atomistic = pytest.mark.skipif(not has_atomistic(), reason='Unable to import aiida-atomistic')


@skip_pymatgen
Expand Down Expand Up @@ -1851,6 +1853,26 @@ def test_clone(self):
assert round(abs(c.sites[1].position[i] - 1.0), 7) == 0


@skip_atomistic
def test_to_atomistic(self):
"""Test the conversion from orm.StructureData to the atomistic structure."""

# Create a structure with a single atom
from aiida_atomistic import StructureData as AtomisticStructureData

legacy = StructureData(cell=((1.0, 0.0, 0.0), (0.0, 2.0, 0.0), (0.0, 0.0, 3.0)))
legacy.append_atom(position=(0.0, 0.0, 0.0), symbols=['Ba'], name='Ba1')

# Convert to atomistic structure
structure = legacy.to_atomistic()

# Check that the structure is as expected
assert isinstance(structure, AtomisticStructureData)
assert structure.properties.sites[0].kinds == legacy.sites[0].kind_name
assert structure.properties.sites[0].positions == list(legacy.sites[0].position)
assert structure.properties.cell == legacy.cell


class TestStructureDataFromAse:
"""Tests the creation of Sites from/to a ASE object."""

Expand Down
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