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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 26 new columns ({'18', '120', '1710', '12', '2565', '27', '90', '150', '285', '180', '2850', '15', '60', '855', '270', '240', '2280', '24', '3', '1425', '6', '30', '1140', '300', '9', '570'}) and 26 missing columns ({'840', '7980', '9975', '147', '189', '2100', '15960', '630', '1680', '1890', '105', '1050', '3990', '11970', '19950', '63', '13965', '1260', '5985', '168', '1470', '126', '420', '84', '42', '17955'}).
This happened while the json dataset builder was generating data using
hf://datasets/q-rz/VLDB25-TUCKET/KRStock~queries.json (at revision a570932af3872ec55837440c6b11f3dff93a27dc)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
3: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
6: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
9: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
12: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
15: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
18: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
21: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
24: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
27: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
30: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
60: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
90: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
120: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
150: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
180: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
210: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
240: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
270: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
300: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
285: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
570: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
855: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
1140: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
1425: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
1710: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
1995: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
2280: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
2565: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
2850: list<item: list<item: int64>>
child 0, item: list<item: int64>
child 0, item: int64
to
{'21': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '42': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '63': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '84': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '105': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '126': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '147': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '168': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '189': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '210': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '420': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '630': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '840': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '1050': Sequence(feat
...
'1680': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '1890': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '2100': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '1995': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '3990': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '5985': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '7980': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '9975': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '11970': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '13965': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '15960': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '17955': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, id=None), '19950': Sequence(feature=Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), length=-1, 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 1529, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1100, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, 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 2013, 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 26 new columns ({'18', '120', '1710', '12', '2565', '27', '90', '150', '285', '180', '2850', '15', '60', '855', '270', '240', '2280', '24', '3', '1425', '6', '30', '1140', '300', '9', '570'}) and 26 missing columns ({'840', '7980', '9975', '147', '189', '2100', '15960', '630', '1680', '1890', '105', '1050', '3990', '11970', '19950', '63', '13965', '1260', '5985', '168', '1470', '126', '420', '84', '42', '17955'}).
This happened while the json dataset builder was generating data using
hf://datasets/q-rz/VLDB25-TUCKET/KRStock~queries.json (at revision a570932af3872ec55837440c6b11f3dff93a27dc)
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.
21
sequence | 42
sequence | 63
sequence | 84
sequence | 105
sequence | 126
sequence | 147
sequence | 168
sequence | 189
sequence | 210
sequence | 420
sequence | 630
sequence | 840
sequence | 1050
sequence | 1260
sequence | 1470
sequence | 1680
sequence | 1890
sequence | 2100
sequence | 1995
sequence | 3990
sequence | 5985
sequence | 7980
sequence | 9975
sequence | 11970
sequence | 13965
sequence | 15960
sequence | 17955
sequence | 19950
sequence | 3
sequence | 6
sequence | 9
sequence | 12
sequence | 15
sequence | 18
sequence | 24
sequence | 27
sequence | 30
sequence | 60
sequence | 90
sequence | 120
sequence | 150
sequence | 180
sequence | 240
sequence | 270
sequence | 300
sequence | 285
sequence | 570
sequence | 855
sequence | 1140
sequence | 1425
sequence | 1710
sequence | 2280
sequence | 2565
sequence | 2850
sequence | 2
sequence | 4
sequence | 8
sequence | 10
sequence | 14
sequence | 16
sequence | 20
sequence | 41
sequence | 61
sequence | 81
sequence | 102
sequence | 122
sequence | 142
sequence | 163
sequence | 183
sequence | 203
sequence | 193
sequence | 386
sequence | 579
sequence | 773
sequence | 966
sequence | 1159
sequence | 1352
sequence | 1545
sequence | 1738
sequence | 1931
sequence | 40
sequence | 80
sequence | 100
sequence | 140
sequence | 160
sequence | 200
sequence | 190
sequence | 380
sequence | 760
sequence | 950
sequence | 1330
sequence | 1520
sequence | 1900
sequence |
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810
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1393
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1972
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365,
1315
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1401
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1652
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31,
1361
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656,
1986
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1935
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333,
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464,
1984
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403,
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1922
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379,
1899
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31,
1551
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51,
1571
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202,
1722
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1905
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55,
1955
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61,
1961
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6,
1906
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55,
1955
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69,
1969
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76,
1976
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1909
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29,
1929
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1907
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59,
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1993
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1979
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1996
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1920
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21,
1921
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1919
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1996
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1972
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1973
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1925
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29,
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1976
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1993
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1984
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6,
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76,
1976
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28,
1928
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1947
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1915
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26,
1926
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26,
1926
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1982
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46,
1946
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12,
1912
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68,
1968
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39,
1939
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[
75,
1975
],
[
7,
1907
]
] |
TUCKET (VLDB 2025)
Official datasets for the TUCKET paper at VLDB 2025. Please see our GitHub repo for detail.
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