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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', 'embedding_offset', 'num_embeddings'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_index/msmarco/doclens.0.json (at revision 1146b4a7d5b80566494351d52e8a96ccf11f7c36)
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 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, 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 1415, 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 991, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, 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 1872, 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', 'embedding_offset', 'num_embeddings'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_index/msmarco/doclens.0.json (at revision 1146b4a7d5b80566494351d52e8a96ccf11f7c36)
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 | 1,596,688 | 0 |
25,000 | 25,000 | 1,605,249 | 1,596,688 |
250,000 | 25,000 | 1,670,539 | 16,523,794 |
2,500,000 | 25,000 | 1,671,088 | 168,116,527 |
2,525,000 | 25,000 | 1,677,833 | 169,787,615 |
2,550,000 | 25,000 | 1,670,640 | 171,465,448 |
2,575,000 | 25,000 | 1,687,128 | 173,136,088 |
2,600,000 | 25,000 | 1,654,875 | 174,823,216 |
2,625,000 | 25,000 | 1,651,691 | 176,478,091 |
2,650,000 | 25,000 | 1,655,924 | 178,129,782 |
2,675,000 | 25,000 | 1,677,683 | 179,785,706 |
2,700,000 | 25,000 | 1,677,785 | 181,463,389 |
2,725,000 | 25,000 | 1,671,120 | 183,141,174 |
275,000 | 25,000 | 1,674,856 | 18,194,333 |
2,750,000 | 25,000 | 1,656,391 | 184,812,294 |
2,775,000 | 25,000 | 1,667,331 | 186,468,685 |
2,800,000 | 25,000 | 1,666,503 | 188,136,016 |
2,825,000 | 25,000 | 1,662,599 | 189,802,519 |
2,850,000 | 25,000 | 1,693,497 | 191,465,118 |
2,875,000 | 25,000 | 1,705,193 | 193,158,615 |
2,900,000 | 25,000 | 1,687,377 | 194,863,808 |
2,925,000 | 25,000 | 1,691,996 | 196,551,185 |
2,950,000 | 25,000 | 1,663,358 | 198,243,181 |
2,975,000 | 25,000 | 1,690,095 | 199,906,539 |
300,000 | 25,000 | 1,688,935 | 19,869,189 |
3,000,000 | 25,000 | 1,678,151 | 201,596,634 |
3,025,000 | 25,000 | 1,673,247 | 203,274,785 |
3,050,000 | 25,000 | 1,687,673 | 204,948,032 |
3,075,000 | 25,000 | 1,679,358 | 206,635,705 |
3,100,000 | 25,000 | 1,678,718 | 208,315,063 |
3,125,000 | 25,000 | 1,680,888 | 209,993,781 |
3,150,000 | 25,000 | 1,664,837 | 211,674,669 |
3,175,000 | 25,000 | 1,694,412 | 213,339,506 |
3,200,000 | 25,000 | 1,671,045 | 215,033,918 |
3,225,000 | 25,000 | 1,689,015 | 216,704,963 |
325,000 | 25,000 | 1,684,770 | 21,558,124 |
3,250,000 | 25,000 | 1,686,682 | 218,393,978 |
3,275,000 | 25,000 | 1,684,342 | 220,080,660 |
3,300,000 | 25,000 | 1,656,762 | 221,765,002 |
3,325,000 | 25,000 | 1,684,883 | 223,421,764 |
3,350,000 | 25,000 | 1,683,107 | 225,106,647 |
3,375,000 | 25,000 | 1,689,436 | 226,789,754 |
3,400,000 | 25,000 | 1,699,372 | 228,479,190 |
3,425,000 | 25,000 | 1,674,978 | 230,178,562 |
3,450,000 | 25,000 | 1,686,033 | 231,853,540 |
3,475,000 | 25,000 | 1,689,752 | 233,539,573 |
350,000 | 25,000 | 1,697,592 | 23,242,894 |
3,500,000 | 25,000 | 1,670,856 | 235,229,325 |
3,525,000 | 25,000 | 1,691,570 | 236,900,181 |
3,550,000 | 25,000 | 1,683,201 | 238,591,751 |
3,575,000 | 25,000 | 1,685,373 | 240,274,952 |
3,600,000 | 25,000 | 1,691,418 | 241,960,325 |
3,625,000 | 25,000 | 1,691,485 | 243,651,743 |
3,650,000 | 25,000 | 1,696,031 | 245,343,228 |
3,675,000 | 25,000 | 1,696,639 | 247,039,259 |
3,700,000 | 25,000 | 1,679,388 | 248,735,898 |
3,725,000 | 25,000 | 1,670,874 | 250,415,286 |
375,000 | 25,000 | 1,684,333 | 24,940,486 |
3,750,000 | 25,000 | 1,695,973 | 252,086,160 |
3,775,000 | 25,000 | 1,699,668 | 253,782,133 |
3,800,000 | 25,000 | 1,689,599 | 255,481,801 |
3,825,000 | 25,000 | 1,688,857 | 257,171,400 |
3,850,000 | 25,000 | 1,692,563 | 258,860,257 |
3,875,000 | 25,000 | 1,707,770 | 260,552,820 |
3,900,000 | 25,000 | 1,689,199 | 262,260,590 |
3,925,000 | 25,000 | 1,696,592 | 263,949,789 |
3,950,000 | 25,000 | 1,689,296 | 265,646,381 |
3,975,000 | 25,000 | 1,685,720 | 267,335,677 |
400,000 | 25,000 | 1,672,761 | 26,624,819 |
4,000,000 | 25,000 | 1,676,031 | 269,021,397 |
4,025,000 | 25,000 | 1,692,855 | 270,697,428 |
4,050,000 | 25,000 | 1,675,236 | 272,390,283 |
4,075,000 | 25,000 | 1,697,897 | 274,065,519 |
4,100,000 | 25,000 | 1,683,460 | 275,763,416 |
4,125,000 | 25,000 | 1,708,696 | 277,446,876 |
4,150,000 | 25,000 | 1,708,052 | 279,155,572 |
4,175,000 | 25,000 | 1,686,607 | 280,863,624 |
4,200,000 | 25,000 | 1,676,288 | 282,550,231 |
4,225,000 | 25,000 | 1,690,290 | 284,226,519 |
425,000 | 25,000 | 1,699,910 | 28,297,580 |
4,250,000 | 25,000 | 1,684,379 | 285,916,809 |
4,275,000 | 25,000 | 1,693,210 | 287,601,188 |
4,300,000 | 25,000 | 1,680,542 | 289,294,398 |
4,325,000 | 25,000 | 1,686,494 | 290,974,940 |
4,350,000 | 25,000 | 1,699,893 | 292,661,434 |
4,375,000 | 25,000 | 1,691,356 | 294,361,327 |
4,400,000 | 25,000 | 1,687,328 | 296,052,683 |
4,425,000 | 25,000 | 1,692,506 | 297,740,011 |
4,450,000 | 25,000 | 1,684,943 | 299,432,517 |
4,475,000 | 25,000 | 1,680,600 | 301,117,460 |
450,000 | 25,000 | 1,686,612 | 29,997,490 |
4,500,000 | 25,000 | 1,687,482 | 302,798,060 |
4,525,000 | 25,000 | 1,684,782 | 304,485,542 |
4,550,000 | 25,000 | 1,686,453 | 306,170,324 |
4,575,000 | 25,000 | 1,699,012 | 307,856,777 |
4,600,000 | 25,000 | 1,685,019 | 309,555,789 |
4,625,000 | 25,000 | 1,692,440 | 311,240,808 |
4,650,000 | 25,000 | 1,690,346 | 312,933,248 |
4,675,000 | 25,000 | 1,684,182 | 314,623,594 |
4,700,000 | 25,000 | 1,684,120 | 316,307,776 |
End of preview.
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