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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 1 new columns ({'text'}) and 4 missing columns ({'num_passages', 'passage_offset', 'num_embeddings', 'embedding_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_sampled_1M_indices/msmarco_more_kmeans/doclens.0.json (at revision 596e30ac5f1fdd4f8848854db812a12dac87c89c)
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 2013, 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
text: int64
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 189
to
{'passage_offset': Value(dtype='int64', id=None), 'num_passages': Value(dtype='int64', id=None), 'num_embeddings': Value(dtype='int64', id=None), 'embedding_offset': 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 1391, 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 990, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1884, 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 2015, 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 1 new columns ({'text'}) and 4 missing columns ({'num_passages', 'passage_offset', 'num_embeddings', 'embedding_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_sampled_1M_indices/msmarco_more_kmeans/doclens.0.json (at revision 596e30ac5f1fdd4f8848854db812a12dac87c89c)
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.
passage_offset
int64 | num_passages
int64 | num_embeddings
int64 | embedding_offset
int64 |
|---|---|---|---|
0
| 25,000
| 1,650,223
| 0
|
25,000
| 25,000
| 1,684,419
| 1,650,223
|
250,000
| 25,000
| 1,678,093
| 16,832,307
|
275,000
| 25,000
| 1,666,105
| 18,510,400
|
300,000
| 25,000
| 1,669,967
| 20,176,505
|
325,000
| 25,000
| 1,680,029
| 21,846,472
|
350,000
| 25,000
| 1,684,310
| 23,526,501
|
375,000
| 25,000
| 1,687,546
| 25,210,811
|
400,000
| 25,000
| 1,685,361
| 26,898,357
|
425,000
| 25,000
| 1,691,860
| 28,583,718
|
450,000
| 25,000
| 1,691,158
| 30,275,578
|
475,000
| 25,000
| 1,690,725
| 31,966,736
|
50,000
| 25,000
| 1,682,226
| 3,334,642
|
500,000
| 25,000
| 1,688,030
| 33,657,461
|
525,000
| 25,000
| 1,689,892
| 35,345,491
|
550,000
| 25,000
| 1,692,689
| 37,035,383
|
575,000
| 25,000
| 1,693,160
| 38,728,072
|
600,000
| 25,000
| 1,702,657
| 40,421,232
|
625,000
| 25,000
| 1,738,608
| 42,123,889
|
650,000
| 25,000
| 1,755,543
| 43,862,497
|
675,000
| 25,000
| 1,805,567
| 45,618,040
|
700,000
| 25,000
| 1,995,306
| 47,423,607
|
725,000
| 25,000
| 1,754,071
| 49,418,913
|
75,000
| 25,000
| 1,682,412
| 5,016,868
|
750,000
| 25,000
| 1,720,673
| 51,172,984
|
775,000
| 25,000
| 1,699,105
| 52,893,657
|
800,000
| 25,000
| 1,540,473
| 54,592,762
|
825,000
| 25,000
| 1,663,108
| 56,133,235
|
850,000
| 25,000
| 1,643,459
| 57,796,343
|
875,000
| 25,000
| 1,618,938
| 59,439,802
|
900,000
| 25,000
| 1,579,841
| 61,058,740
|
925,000
| 25,000
| 1,610,894
| 62,638,581
|
950,000
| 25,000
| 1,650,165
| 64,249,475
|
975,000
| 25,000
| 1,620,608
| 65,899,640
|
100,000
| 25,000
| 1,689,250
| 6,699,280
|
1,000,000
| 6,175
| 399,471
| 67,520,248
|
125,000
| 25,000
| 1,680,241
| 8,388,530
|
150,000
| 25,000
| 1,688,612
| 10,068,771
|
175,000
| 25,000
| 1,680,696
| 11,757,383
|
200,000
| 25,000
| 1,695,255
| 13,438,079
|
225,000
| 25,000
| 1,698,973
| 15,133,334
|
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