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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 4 new columns ({'Harvested Biomass', 'Trophy Fishing', 'HARA', 'Unnamed: 1'}) and 3 missing columns ({'t', 'variable', 'value'}).
This happened while the csv dataset builder was generating data using
hf://datasets/felimomo/rl4fisheries-public-data/csv/opt-params.csv (at revision 0bd62a4f4115e68e00a5bb8db5ab631a65a77cb3)
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
Unnamed: 0: string
Unnamed: 1: string
Harvested Biomass: double
HARA: double
Trophy Fishing: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 872
to
{'Unnamed: 0': Value(dtype='int64', id=None), 't': Value(dtype='int64', id=None), 'variable': Value(dtype='string', id=None), 'value': Value(dtype='float64', 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 1433, 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 1050, 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 4 new columns ({'Harvested Biomass', 'Trophy Fishing', 'HARA', 'Unnamed: 1'}) and 3 missing columns ({'t', 'variable', 'value'}).
This happened while the csv dataset builder was generating data using
hf://datasets/felimomo/rl4fisheries-public-data/csv/opt-params.csv (at revision 0bd62a4f4115e68e00a5bb8db5ab631a65a77cb3)
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Unnamed: 0 int64 | t int64 | variable string | value float64 |
|---|---|---|---|
0 | 0 | fishing mort. | 0 |
1 | 1 | fishing mort. | 0.025159 |
2 | 2 | fishing mort. | 0 |
3 | 3 | fishing mort. | 0 |
4 | 4 | fishing mort. | 0.033342 |
5 | 5 | fishing mort. | 0.492721 |
6 | 6 | fishing mort. | 0.510801 |
7 | 7 | fishing mort. | 0.529112 |
8 | 8 | fishing mort. | 0 |
9 | 9 | fishing mort. | 0.500514 |
10 | 10 | fishing mort. | 0 |
11 | 11 | fishing mort. | 0 |
12 | 12 | fishing mort. | 0.030732 |
13 | 13 | fishing mort. | 0.49437 |
14 | 14 | fishing mort. | 0.052011 |
15 | 15 | fishing mort. | 0.334986 |
16 | 16 | fishing mort. | 0.148483 |
17 | 17 | fishing mort. | 0.054318 |
18 | 18 | fishing mort. | 0 |
19 | 19 | fishing mort. | 0.049483 |
20 | 20 | fishing mort. | 0.062007 |
21 | 21 | fishing mort. | 0.175474 |
22 | 22 | fishing mort. | 0.358844 |
23 | 23 | fishing mort. | 0.585986 |
24 | 24 | fishing mort. | 0 |
25 | 25 | fishing mort. | 0 |
26 | 26 | fishing mort. | 0.053771 |
27 | 27 | fishing mort. | 0 |
28 | 28 | fishing mort. | 0.016822 |
29 | 29 | fishing mort. | 0 |
30 | 30 | fishing mort. | 0.06418 |
31 | 31 | fishing mort. | 0.03259 |
32 | 32 | fishing mort. | 0 |
33 | 33 | fishing mort. | 0 |
34 | 34 | fishing mort. | 0 |
35 | 35 | fishing mort. | 0 |
36 | 36 | fishing mort. | 0 |
37 | 37 | fishing mort. | 0 |
38 | 38 | fishing mort. | 0 |
39 | 39 | fishing mort. | 0 |
40 | 40 | fishing mort. | 0 |
41 | 41 | fishing mort. | 0 |
42 | 42 | fishing mort. | 0 |
43 | 43 | fishing mort. | 0 |
44 | 44 | fishing mort. | 0 |
45 | 45 | fishing mort. | 0 |
46 | 46 | fishing mort. | 0 |
47 | 47 | fishing mort. | 0 |
48 | 48 | fishing mort. | 0 |
49 | 49 | fishing mort. | 0 |
50 | 50 | fishing mort. | 0 |
51 | 51 | fishing mort. | 0 |
52 | 52 | fishing mort. | 0 |
53 | 53 | fishing mort. | 0 |
54 | 54 | fishing mort. | 0 |
55 | 55 | fishing mort. | 0 |
56 | 56 | fishing mort. | 0 |
57 | 57 | fishing mort. | 0 |
58 | 58 | fishing mort. | 0 |
59 | 59 | fishing mort. | 0 |
60 | 60 | fishing mort. | 0 |
61 | 61 | fishing mort. | 0 |
62 | 62 | fishing mort. | 0 |
63 | 63 | fishing mort. | 0 |
64 | 64 | fishing mort. | 0 |
65 | 65 | fishing mort. | 0 |
66 | 66 | fishing mort. | 0 |
67 | 67 | fishing mort. | 0 |
68 | 68 | fishing mort. | 0 |
69 | 69 | fishing mort. | 0 |
70 | 70 | fishing mort. | 0 |
71 | 71 | fishing mort. | 0 |
72 | 72 | fishing mort. | 0 |
73 | 73 | fishing mort. | 0 |
74 | 74 | fishing mort. | 0 |
75 | 75 | fishing mort. | 0 |
76 | 76 | fishing mort. | 0 |
77 | 77 | fishing mort. | 0 |
78 | 78 | fishing mort. | 0 |
79 | 79 | fishing mort. | 0 |
80 | 80 | fishing mort. | 0 |
81 | 81 | fishing mort. | 0 |
82 | 82 | fishing mort. | 0 |
83 | 83 | fishing mort. | 0 |
84 | 84 | fishing mort. | 0 |
85 | 85 | fishing mort. | 0 |
86 | 86 | fishing mort. | 0 |
87 | 87 | fishing mort. | 0 |
88 | 88 | fishing mort. | 0 |
89 | 89 | fishing mort. | 0 |
90 | 90 | fishing mort. | 0 |
91 | 91 | fishing mort. | 0 |
92 | 92 | fishing mort. | 0.036509 |
93 | 93 | fishing mort. | 0.009294 |
94 | 94 | fishing mort. | 0.105174 |
95 | 95 | fishing mort. | 0 |
96 | 96 | fishing mort. | 0 |
97 | 97 | fishing mort. | 0 |
98 | 98 | fishing mort. | 0 |
99 | 99 | fishing mort. | 0 |
End of preview.