|
| 1 | +"""This module defines class StructureDF. |
| 2 | +
|
| 3 | +A local structure or cluster of atoms is represented in a DataFrame |
| 4 | +format. |
| 5 | +""" |
| 6 | + |
| 7 | +import pandas as pd |
| 8 | +from pymatgen.core import Structure |
| 9 | + |
| 10 | +# ------------------------- |
| 11 | + |
| 12 | + |
| 13 | +class StructureDF(pd.DataFrame): |
| 14 | + """Define a structure or cluster of atoms in a pandas DataFrame |
| 15 | + format. Each row corresponds to an atom, and columns represent |
| 16 | + atomic properties: species, xyz coordinates, and (optionally) |
| 17 | + coordination shells, specifying the central atom (0) and its |
| 18 | + neighboring atoms (1, 2, ...). |
| 19 | +
|
| 20 | + Parameters |
| 21 | + ---------- |
| 22 | + structure : pymatgen.core.Structure, optional |
| 23 | + A Structure object from pymatgen.core to initialize the DataFrame. |
| 24 | + filename : str, optional |
| 25 | + Path to a file to read the structure (or cluster) from. |
| 26 | + Accepted file formats include cif and xyz. |
| 27 | + """ |
| 28 | + |
| 29 | + def __init__(self, structure=None, site_index=None, filename=None): |
| 30 | + # load from Structure object if provided |
| 31 | + if isinstance(structure, Structure): |
| 32 | + self._from_structure(structure, site_index) |
| 33 | + return |
| 34 | + # load from file if a filename is provided (without a Structure) |
| 35 | + elif filename is not None: |
| 36 | + self._from_file(filename, site_index) |
| 37 | + return |
| 38 | + else: |
| 39 | + raise ValueError("Either structure or filename must be provided.") |
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