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Initial release of MLIP-liquid-corrections

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CITATION.md ADDED
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+ # Citation
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+
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+ When using MLIP-liquid-corrections, acknowledge this release and cite its
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+ upstream data publications:
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+
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+ - *The Open Molecules 2025 (OMol25) Dataset, Evaluations, and Models*,
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+ [arXiv:2505.08762](https://doi.org/10.48550/arXiv.2505.08762).
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+ - For SPICE-origin structures: Peter Eastman et al., *SPICE, A Dataset of
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+ Drug-like Molecules and Peptides for Training Machine Learning Potentials*,
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+ Scientific Data 10, 11 (2023),
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+ [doi:10.1038/s41597-022-01882-6](https://doi.org/10.1038/s41597-022-01882-6).
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+ b0795076b6787cb92063ffd73df82a6930705dca321b249e10a9ad5175428fff LICENSE
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+ 03126ece25322e2f3dfb03304c1c8237d91add73456c87d73d47b0a3ea2d868d NOTICE
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+ # Data provenance
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+
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+ MLIP-liquid-corrections contains ATM and BSSE correction data derived from
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+ [OMol25](https://huggingface.co/facebook/OMol25), including SPICE-origin
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+ structures. See the [OMol25 project](https://fair-chem.github.io/omol25/) and
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+ [CITATION.md](CITATION.md) for upstream references.
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+
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+ ## Processing
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+
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+ ATM dispersion and counterpoise/BSSE calculations provide the correction
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+ labels. Both subsets use one HDF5 group per configuration, containing element
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+ identities, coordinates, energy, forces, and SMILES. ATM was converted
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+ from a concatenated layout while preserving atom order and numerical values;
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+ BSSE retains its native numerical fields. Units and sign conventions are
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+ listed in [README.md](README.md).
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+
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+ Source metadata is retained in CSV indices. HDF5 group IDs use `source_key`,
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+ with only `smiles` and `mapped_smiles` stored as configuration attributes.
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+ Source keys, shard basenames, SPICE names, conformer indices, and original
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+ mapped SMILES were recovered from retained source records. Configurations
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+ were matched to source coordinates and element identities with a tolerance
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+ of 1e-4 Å. Canonical SMILES preserve molecular identity and stereochemistry;
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+ remapped atom indices follow the HDF5 atom order.
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+
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+ ## Release contents
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+
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+ The release contains 1,606,854 ATM and 419,753 BSSE configurations. The
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+ records use source record IDs as group names and preserve atom order,
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+ numerical labels, units, and signs. [dataset_info.json](dataset_info.json) contains statistics and validation
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+ metadata; [DATA_MANIFEST.sha256](DATA_MANIFEST.sha256) identifies release files.
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+ No train/test partition or row-wise cross-subset pairing is supplied.
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+
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+ ## Rights
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+
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+ Project-authored material and OMol25-derived material are distributed under
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+ CC BY 4.0. Preserve the attribution in [NOTICE](NOTICE),
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+ [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md), and [CITATION.md](CITATION.md).
LICENSE ADDED
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+ its public licenses to material it publishes and in those instances
381
+ will be considered the “Licensor.” The text of the Creative Commons
382
+ public licenses is dedicated to the public domain under the CC0 Public
383
+ Domain Dedication. Except for the limited purpose of indicating that
384
+ material is shared under a Creative Commons public license or as
385
+ otherwise permitted by the Creative Commons policies published at
386
+ creativecommons.org/policies, Creative Commons does not authorize the
387
+ use of the trademark "Creative Commons" or any other trademark or logo
388
+ of Creative Commons without its prior written consent including,
389
+ without limitation, in connection with any unauthorized modifications
390
+ to any of its public licenses or any other arrangements,
391
+ understandings, or agreements concerning use of licensed material. For
392
+ the avoidance of doubt, this paragraph does not form part of the
393
+ public licenses.
394
+
395
+ Creative Commons may be contacted at creativecommons.org.
396
+
397
+
NOTICE ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ MLIP-liquid-corrections
2
+
3
+ Project-authored corrections, transformations, metadata, documentation, and
4
+ compilation: Copyright 2026 ByteDance Ltd. and/or its affiliates.
5
+
6
+ This release includes OMol25-derived material and is distributed under
7
+ CC BY 4.0. Upstream rights remain with their respective rights holders.
8
+ Preserve attribution; see LICENSE, THIRD_PARTY_NOTICES.md, and CITATION.md.
9
+
10
+ This NOTICE is informational and grants no additional rights.
README.md CHANGED
@@ -1,3 +1,126 @@
1
  ---
2
  license: cc-by-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: cc-by-4.0
3
+ language:
4
+ - en
5
+ pretty_name: MLIP-liquid-corrections
6
+ size_categories:
7
+ - 1M<n<10M
8
+ tags:
9
+ - chemistry
10
+ - molecular-dynamics
11
+ - interatomic-potentials
12
+ - bsse
13
+ - dispersion
14
+ configs:
15
+ - config_name: atm
16
+ data_files:
17
+ - split: full
18
+ path: "ATM/atm_dataset.csv"
19
+ - config_name: bsse
20
+ data_files:
21
+ - split: full
22
+ path: "BSSE/bsse_dataset.csv"
23
  ---
24
+
25
+ # MLIP-liquid-corrections
26
+
27
+ ## Dataset Summary
28
+
29
+ Molecular structures with Axilrod–Teller–Muto (ATM) dispersion corrections
30
+ and basis-set superposition error (BSSE) quantities derived from
31
+ [OMol25](https://huggingface.co/facebook/OMol25), including SPICE-origin records.
32
+ The dataset contains 2,026,607 configurations covering H, C, N, O, F, P, S,
33
+ Cl, and Br. Energy and force labels describe corrections rather than total
34
+ molecular energies and forces.
35
+
36
+ ## Subsets
37
+
38
+ | Subset | Configurations | Description |
39
+ | --- | ---: | --- |
40
+ | ATM | 1,606,854 | Additive ATM energy and force corrections. |
41
+ | BSSE | 419,753 | Native BSSE energy and force quantities. |
42
+
43
+ Both subsets use the Hugging Face split `full`. Source IDs beginning with
44
+ `train_` do not define a train/test split. Cross-subset records are not aligned
45
+ by row number.
46
+
47
+ ## Dataset Structure
48
+
49
+ Each subset contains a CSV index and one HDF5 file:
50
+
51
+ ```text
52
+ ATM/
53
+ atm_dataset.csv
54
+ omol25_spice_cleaned_corrected_atm.h5
55
+ BSSE/
56
+ bsse_dataset.csv
57
+ omol25_spice_cleaned_corrected_bsse.h5
58
+ ```
59
+
60
+ ### CSV Index
61
+
62
+ The CSV columns `record_id`, `h5_key`, `num_atoms`, and `h5_file` identify each
63
+ configuration and its HDF5 location. In both subsets, `record_id` and `h5_key`
64
+ are the original `source_key`, such as `train_1000`. ATM also retains
65
+ `frame_index`, the original zero-based source frame index.
66
+
67
+ ### HDF5 Format
68
+
69
+ Both files use `grouped_correction_with_species_v1`, with one top-level group
70
+ per configuration. `N` is the number of atoms in that configuration.
71
+ Entries prefixed with `@` are attributes on the configuration group.
72
+
73
+ **ATM**
74
+
75
+ ```text
76
+ /train_1000/
77
+ atomic_numbers (N,) uint8
78
+ positions (N, 3) float64
79
+ ATM_energy scalar float64
80
+ ATM_forces (N, 3) float64
81
+ @smiles scalar UTF-8 string
82
+ @mapped_smiles scalar UTF-8 string
83
+ ```
84
+
85
+ **BSSE**
86
+
87
+ ```text
88
+ /train_10000403/
89
+ atomic_numbers (N,) uint8
90
+ positions (N, 3) float64
91
+ BSSE_energy scalar float64
92
+ BSSE_forces (N, 3) float64
93
+ @smiles scalar UTF-8 string
94
+ @mapped_smiles scalar UTF-8 string
95
+ ```
96
+
97
+ Each HDF5 group retains only the fixed-length UTF-8 attributes `smiles` and
98
+ `mapped_smiles`. Atom map `j+1` in `mapped_smiles` corresponds to atom row `j`.
99
+ The CSV indices retain the source and validation fields, including
100
+ `geometry_error_angstrom` for source-coordinate matching error.
101
+
102
+ See [DATA_PROVENANCE.md](DATA_PROVENANCE.md) for source and processing details,
103
+ [dataset_info.json](dataset_info.json) for statistics, and
104
+ [DATA_MANIFEST.sha256](DATA_MANIFEST.sha256) for file hashes.
105
+
106
+ ### Units
107
+
108
+ | Quantity | ATM | BSSE, native |
109
+ | --- | --- | --- |
110
+ | Position | Å | Å |
111
+ | Energy | eV | Hartree |
112
+ | Force | eV/Å | Hartree/Bohr |
113
+
114
+ For additive BSSE corrections, negate and convert the native labels:
115
+
116
+ ```text
117
+ E_additive[eV] = -BSSE_energy * 27.211386245988
118
+ F_additive[eV/Å] = -BSSE_forces * 27.211386245988 / 0.529177210903
119
+ ```
120
+
121
+ ## License and Citation
122
+
123
+ [Creative Commons Attribution 4.0 International (CC BY 4.0)](LICENSE).
124
+ Preserve [NOTICE](NOTICE) and [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md)
125
+ when redistributing. See [CITATION.md](CITATION.md) for the OMol25 and SPICE
126
+ publications.
THIRD_PARTY_NOTICES.md ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Third-party data notices
2
+
3
+ ## OMol25
4
+
5
+ This release contains molecular structures derived from OMol25.
6
+
7
+ - [Project](https://fair-chem.github.io/omol25/)
8
+ - [Dataset](https://huggingface.co/facebook/OMol25)
9
+ - [Paper](https://doi.org/10.48550/arXiv.2505.08762)
10
+ - License: CC BY 4.0; see [LICENSE](LICENSE).
11
+
12
+ ## SPICE-origin structures
13
+
14
+ SPICE-origin records entered through the OMol25 processing pipeline. Cite
15
+ Peter Eastman et al., *SPICE, A Dataset of Drug-like Molecules and Peptides for
16
+ Training Machine Learning Potentials*, Scientific Data 10, 11 (2023),
17
+ [doi:10.1038/s41597-022-01882-6](https://doi.org/10.1038/s41597-022-01882-6).
18
+
19
+ ## Attribution
20
+
21
+ Project-authored and OMol25-derived material are distributed under CC BY 4.0.
22
+ Preserve source attribution when redistributing or creating derived works;
23
+ upstream rights remain with their respective rights holders.
dataset_info.json ADDED
@@ -0,0 +1,405 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "name": "MLIP-liquid-corrections",
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+ "license": "cc-by-4.0",
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+ "packaged_date": "2026-11-03",
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+ "subsets": {
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+ "atoms_per_record_min": 3,
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+ "h5_size_bytes": 4284598742,
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+ "h5_sha256": "fde86c726470b260435108f18c43296120242370ab935cdedfc0be234c37a44a",
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+ "index_file": "ATM/atm_dataset.csv",
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+ "release_split": "full",
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+ "positions_unit": "angstrom",
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+ "energy_unit": "eV",
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+ "forces_unit": "eV/angstrom",
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+ "label_convention": "additive ATM correction",
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+ "h5_layout": "grouped_correction_with_species_v1",
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+ "input_h5_sha256": "11bd784f7823dc7e3fbd2470e2739776fbf440b8e5fc2a477928ae11ebde78bf",
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+ "input_h5_format": "compact_correction_with_species_v1",
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+ "record_key_template": "{source_key}",
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+ "index_columns": [
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+ "record_id",
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+ "h5_key",
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+ "frame_index",
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+ "num_atoms",
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+ "h5_file",
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+ "source_key",
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+ "source_file",
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+ "spice_name",
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+ "spice_frame",
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+ "source_smiles",
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+ "smiles",
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+ "mapped_smiles",
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+ "smiles_status",
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+ ],
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+ ],
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+ "record_key_source": "source_key"
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+ "spice_name",
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+ "spice_frame",
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+ "mapped_smiles",
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+ "record_key_source": "source_key",
362
+ "record_key_template": "{source_key}"
363
+ }
364
+ },
365
+ "validation": {
366
+ "all_records_scanned": true,
367
+ "all_numeric_values_finite": true,
368
+ "all_atomic_numbers_valid": true,
369
+ "all_shapes_and_dtypes_checked": true,
370
+ "atm_all_records_exactly_match_compact_source": true,
371
+ "atm_grouped_copy_sha256_verified": true,
372
+ "all_source_identifiers_restored": true,
373
+ "all_smiles_geometry_and_atom_maps_checked": true,
374
+ "all_numeric_datasets_exactly_unchanged_after_metadata": true,
375
+ "all_hdf5_metadata_matches_validated_records": true,
376
+ "all_hdf5_group_ids_match_source_key": true,
377
+ "all_numeric_datasets_bitwise_unchanged_after_group_rename": true,
378
+ "all_smiles_statuses_verified": true
379
+ },
380
+ "total_records": 2026607,
381
+ "metadata_recovery": {
382
+ "source_dataset": "SPICE-2.0.1",
383
+ "geometry_tolerance_angstrom": 0.0001,
384
+ "source_xyz_sha256": "3baf4242ca527df2f1999fdf003aed098945ae029c16ea7a72cf3ae86a4b1476",
385
+ "mapped_atom_numbering": "one based, aligned with HDF5 rows",
386
+ "source_notation_exceptions": []
387
+ },
388
+ "schema_update": {
389
+ "group_id_source": "source_key",
390
+ "hdf5_configuration_attributes": [
391
+ "smiles",
392
+ "mapped_smiles"
393
+ ],
394
+ "removed_hdf5_configuration_attributes": [
395
+ "source_key",
396
+ "source_file",
397
+ "spice_name",
398
+ "spice_frame",
399
+ "source_smiles",
400
+ "smiles_status"
401
+ ],
402
+ "csv_source_metadata_retained": true,
403
+ "csv_record_order_atom_order_units_and_signs_preserved": true
404
+ }
405
+ }