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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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