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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 ({'embedding_offset', 'num_passages', 'num_embeddings', 'passage_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_index_nbits1/msmarco/doclens.0.json (at revision d417c4c6fcd68902d34ea69785bcd0a4bdd26252)
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 ({'embedding_offset', 'num_passages', 'num_embeddings', 'passage_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/msmarco_index_nbits1/msmarco/doclens.0.json (at revision d417c4c6fcd68902d34ea69785bcd0a4bdd26252)
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
|
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