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feat: add RCSR code to text description and return numpy array (#444)
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kjappelbaum authored Mar 22, 2023
1 parent eefc0e9 commit f95a6a2
Showing 1 changed file with 28 additions and 5 deletions.
33 changes: 28 additions & 5 deletions src/mofdscribe/featurizers/text/mofdscriber.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
from collections import Counter
from typing import Dict, Optional, Union

import numpy as np
from moffragmentor import MOF as MOFFragmentorMOF # noqa: N811
from pymatgen.analysis.graphs import StructureGraph
from pymatgen.core import IStructure, Structure
Expand Down Expand Up @@ -39,6 +40,7 @@ def __init__(
describer_kwargs: Optional[Dict] = None,
incorporate_smiles: bool = True,
describe_pores: bool = True,
describe_rcsr: bool = True,
) -> None:
"""Construct an instance of the MOFDescriber.
Expand All @@ -50,12 +52,15 @@ def __init__(
incorporate_smiles (bool): If True, describe building blocks.
describe_pores (bool): If True, add description of the geometry
of the MOF pores.
describe_rcsr (bool): If True, add RCSR code of the MOF
topology.
"""
describer_defaults = {"describe_oxidation_states": False, "describe_bond_lengths": True}
self.condenser_kwargs = condenser_kwargs or {}
self.describer_kwargs = {**describer_defaults, **(describer_kwargs or {})}
self.incorporate_smiles = incorporate_smiles
self.describe_pores = describe_pores
self.describe_rcsr = describe_rcsr

def _get_bb_description(self, structure: Structure, structure_graph: StructureGraph) -> str:
moffragmentor_mof = MOFFragmentorMOF(structure, structure_graph)
Expand All @@ -65,7 +70,21 @@ def _get_bb_description(self, structure: Structure, structure_graph: StructureGr

linker_smiles = " ,".join("{} {}".format(v, k) for k, v in linker_counter.items())
metal_smiles = " ,".join("{} {}".format(v, k) for k, v in metal_counter.items())
return "Linkers: {}. Metal clusters: {}.".format(linker_smiles, metal_smiles)
bb_string = "Linkers: {}. Metal clusters: {}. ".format(linker_smiles, metal_smiles)

rcsr_code = fragments.net_embedding.rcsr_code
if rcsr_code and len(rcsr_code) > 1:
rcsr_string = "RCSR code: {}. ".format(rcsr_code)

output_string = ""
if self.incorporate_smiles:
output_string += bb_string
if self.describe_rcsr:
output_string += rcsr_string

return output_string

return output_string

def _get_pore_description(self, structure):
pore_featurizer = MOFMultipleFeaturizer(
Expand All @@ -87,11 +106,15 @@ def _get_robocrys_description(self, structure):

def _featurize(self, structure: Structure, structure_graph: StructureGraph):
description = self._get_robocrys_description(structure)
if self.incorporate_smiles:
description += " " + self._get_bb_description(structure, structure_graph)
if self.incorporate_smiles or self.describe_rcsr:
if description[-1] != " ":
description += " "
description += self._get_bb_description(structure, structure_graph)
if self.describe_pores:
description += " " + self._get_pore_description(structure)
return description
if description[-1] != " ":
description += " "
description += self._get_pore_description(structure)
return np.array([description])

def featurize(self, structure: Union[Structure, IStructure]):
return self._featurize(structure, get_sg(structure))
Expand Down

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