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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError Exception: DatasetGenerationCastError Message: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 9 new columns ({'PROTEIN_CLASS_DESC', 'L6', 'L4', 'L5', 'L3', 'L2', 'L7', 'L8', 'L1'}) and 2 missing columns ({'COMPONENT_ID', 'COMP_CLASS_ID'}). This happened while the csv dataset builder was generating data using hf://datasets/introvoyz041/rd_kit_ocean/data/chembl17_protein_family_classification.csv (at revision a44bc40ed82cfa97f86e03d5f51c03e74a3e8f9c) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations) Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast PROTEIN_CLASS_ID: int64 PROTEIN_CLASS_DESC: string L1: string L2: string L3: string L4: string L5: string L6: string L7: string L8: string -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1358 to {'COMPONENT_ID': Value(dtype='int64', id=None), 'PROTEIN_CLASS_ID': Value(dtype='int64', id=None), 'COMP_CLASS_ID': Value(dtype='int64', id=None)} because column names don't match During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single raise DatasetGenerationCastError.from_cast_error( datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 9 new columns ({'PROTEIN_CLASS_DESC', 'L6', 'L4', 'L5', 'L3', 'L2', 'L7', 'L8', 'L1'}) and 2 missing columns ({'COMPONENT_ID', 'COMP_CLASS_ID'}). This happened while the csv dataset builder was generating data using hf://datasets/introvoyz041/rd_kit_ocean/data/chembl17_protein_family_classification.csv (at revision a44bc40ed82cfa97f86e03d5f51c03e74a3e8f9c) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
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COMPONENT_ID
int64 | PROTEIN_CLASS_ID
int64 | COMP_CLASS_ID
int64 |
---|---|---|
1 | 425 | 1 |
2 | 422 | 2 |
3 | 12 | 3 |
4 | 422 | 4 |
5 | 11 | 5 |
6 | 11 | 6 |
7 | 323 | 7 |
8 | 11 | 8 |
9 | 424 | 9 |
10 | 559 | 10 |
11 | 559 | 11 |
12 | 559 | 12 |
13 | 559 | 13 |
14 | 422 | 14 |
15 | 559 | 15 |
16 | 406 | 16 |
17 | 148 | 17 |
18 | 422 | 18 |
19 | 406 | 19 |
20 | 406 | 20 |
21 | 11 | 21 |
22 | 8 | 22 |
23 | 455 | 23 |
24 | 443 | 24 |
25 | 544 | 25 |
26 | 406 | 26 |
27 | 456 | 27 |
28 | 457 | 28 |
29 | 455 | 29 |
30 | 455 | 30 |
31 | 457 | 31 |
32 | 455 | 32 |
33 | 544 | 33 |
34 | 8 | 34 |
35 | 8 | 35 |
36 | 323 | 36 |
37 | 329 | 37 |
38 | 455 | 38 |
39 | 457 | 39 |
40 | 329 | 40 |
41 | 455 | 41 |
42 | 406 | 42 |
43 | 422 | 43 |
44 | 127 | 44 |
45 | 544 | 45 |
46 | 422 | 46 |
47 | 443 | 47 |
48 | 455 | 48 |
49 | 443 | 49 |
50 | 443 | 50 |
51 | 325 | 51 |
52 | 127 | 52 |
53 | 127 | 53 |
54 | 127 | 54 |
55 | 5 | 55 |
56 | 127 | 56 |
57 | 423 | 57 |
58 | 127 | 58 |
59 | 127 | 59 |
60 | 129 | 60 |
61 | 127 | 61 |
62 | 127 | 62 |
63 | 458 | 63 |
64 | 473 | 64 |
65 | 127 | 65 |
66 | 1 | 66 |
67 | 8 | 67 |
68 | 11 | 68 |
69 | 559 | 69 |
70 | 25 | 70 |
71 | 231 | 71 |
72 | 644 | 72 |
73 | 643 | 73 |
74 | 3 | 74 |
75 | 435 | 75 |
76 | 500 | 76 |
77 | 646 | 77 |
78 | 10 | 78 |
79 | 457 | 79 |
81 | 562 | 81 |
82 | 243 | 82 |
83 | 517 | 83 |
84 | 407 | 84 |
85 | 422 | 85 |
86 | 427 | 86 |
87 | 646 | 87 |
89 | 567 | 89 |
90 | 1,028 | 90 |
91 | 503 | 91 |
92 | 38 | 92 |
93 | 38 | 93 |
94 | 648 | 94 |
95 | 38 | 95 |
96 | 646 | 96 |
96 | 449 | 97 |
97 | 2 | 98 |
97 | 11 | 99 |
98 | 517 | 100 |
99 | 542 | 101 |
100 | 644 | 102 |
End of preview.
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