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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 ({'passage_offset', 'embedding_offset', 'num_embeddings', 'num_passages'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/hotpotqa_index_nbits1/hotpotqa/doclens.0.json (at revision c4c163e0ed7011dcc38939ce1800e765ab36cb8b)
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 ({'passage_offset', 'embedding_offset', 'num_embeddings', 'num_passages'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/hotpotqa_index_nbits1/hotpotqa/doclens.0.json (at revision c4c163e0ed7011dcc38939ce1800e765ab36cb8b)
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
| 1,982,677
| 0
|
25,000
| 25,000
| 1,809,648
| 1,982,677
|
250,000
| 25,000
| 1,711,434
| 17,252,415
|
2,500,000
| 25,000
| 1,367,845
| 153,718,209
|
2,525,000
| 25,000
| 1,314,296
| 155,086,054
|
2,550,000
| 25,000
| 1,353,508
| 156,400,350
|
2,575,000
| 25,000
| 1,417,810
| 157,753,858
|
2,600,000
| 25,000
| 1,436,692
| 159,171,668
|
2,625,000
| 25,000
| 1,357,933
| 160,608,360
|
2,650,000
| 25,000
| 1,329,883
| 161,966,293
|
2,675,000
| 25,000
| 1,343,802
| 163,296,176
|
2,700,000
| 25,000
| 1,325,621
| 164,639,978
|
2,725,000
| 25,000
| 1,461,012
| 165,965,599
|
275,000
| 25,000
| 1,697,469
| 18,963,849
|
2,750,000
| 25,000
| 1,409,455
| 167,426,611
|
2,775,000
| 25,000
| 1,471,149
| 168,836,066
|
2,800,000
| 25,000
| 1,444,396
| 170,307,215
|
2,825,000
| 25,000
| 1,365,459
| 171,751,611
|
2,850,000
| 25,000
| 1,401,439
| 173,117,070
|
2,875,000
| 25,000
| 1,399,774
| 174,518,509
|
2,900,000
| 25,000
| 1,464,120
| 175,918,283
|
2,925,000
| 25,000
| 1,407,748
| 177,382,403
|
2,950,000
| 25,000
| 1,255,629
| 178,790,151
|
2,975,000
| 25,000
| 1,378,063
| 180,045,780
|
300,000
| 25,000
| 1,688,031
| 20,661,318
|
3,000,000
| 25,000
| 1,397,249
| 181,423,843
|
3,025,000
| 25,000
| 1,430,987
| 182,821,092
|
3,050,000
| 25,000
| 1,433,246
| 184,252,079
|
3,075,000
| 25,000
| 1,306,307
| 185,685,325
|
3,100,000
| 25,000
| 1,342,896
| 186,991,632
|
3,125,000
| 25,000
| 1,441,655
| 188,334,528
|
3,150,000
| 25,000
| 1,524,153
| 189,776,183
|
3,175,000
| 25,000
| 1,553,443
| 191,300,336
|
3,200,000
| 25,000
| 1,394,388
| 192,853,779
|
3,225,000
| 25,000
| 1,367,615
| 194,248,167
|
325,000
| 25,000
| 1,687,568
| 22,349,349
|
3,250,000
| 25,000
| 1,494,952
| 195,615,782
|
3,275,000
| 25,000
| 1,408,726
| 197,110,734
|
3,300,000
| 25,000
| 1,408,887
| 198,519,460
|
3,325,000
| 25,000
| 1,445,727
| 199,928,347
|
3,350,000
| 25,000
| 1,455,365
| 201,374,074
|
3,375,000
| 25,000
| 1,410,035
| 202,829,439
|
3,400,000
| 25,000
| 1,482,283
| 204,239,474
|
3,425,000
| 25,000
| 1,384,489
| 205,721,757
|
3,450,000
| 25,000
| 1,338,610
| 207,106,246
|
3,475,000
| 25,000
| 1,338,524
| 208,444,856
|
350,000
| 25,000
| 1,664,902
| 24,036,917
|
3,500,000
| 25,000
| 1,401,242
| 209,783,380
|
3,525,000
| 25,000
| 1,424,799
| 211,184,622
|
3,550,000
| 25,000
| 1,419,075
| 212,609,421
|
3,575,000
| 25,000
| 1,453,796
| 214,028,496
|
3,600,000
| 25,000
| 1,421,664
| 215,482,292
|
3,625,000
| 25,000
| 1,423,655
| 216,903,956
|
3,650,000
| 25,000
| 1,375,025
| 218,327,611
|
3,675,000
| 25,000
| 1,336,844
| 219,702,636
|
3,700,000
| 25,000
| 1,367,488
| 221,039,480
|
3,725,000
| 25,000
| 1,337,473
| 222,406,968
|
375,000
| 25,000
| 1,689,961
| 25,701,819
|
3,750,000
| 25,000
| 1,405,673
| 223,744,441
|
3,775,000
| 25,000
| 1,418,137
| 225,150,114
|
3,800,000
| 25,000
| 1,429,226
| 226,568,251
|
3,825,000
| 25,000
| 1,437,389
| 227,997,477
|
3,850,000
| 25,000
| 1,423,187
| 229,434,866
|
3,875,000
| 25,000
| 1,450,493
| 230,858,053
|
3,900,000
| 25,000
| 1,442,137
| 232,308,546
|
3,925,000
| 25,000
| 1,451,276
| 233,750,683
|
3,950,000
| 25,000
| 1,439,722
| 235,201,959
|
3,975,000
| 25,000
| 1,490,679
| 236,641,681
|
400,000
| 25,000
| 1,696,033
| 27,391,780
|
4,000,000
| 25,000
| 1,468,628
| 238,132,360
|
4,025,000
| 25,000
| 1,440,205
| 239,600,988
|
4,050,000
| 25,000
| 1,411,178
| 241,041,193
|
4,075,000
| 25,000
| 1,457,251
| 242,452,371
|
4,100,000
| 25,000
| 1,470,120
| 243,909,622
|
4,125,000
| 25,000
| 1,454,358
| 245,379,742
|
4,150,000
| 25,000
| 1,448,742
| 246,834,100
|
4,175,000
| 25,000
| 1,450,203
| 248,282,842
|
4,200,000
| 25,000
| 1,478,692
| 249,733,045
|
4,225,000
| 25,000
| 1,389,141
| 251,211,737
|
425,000
| 25,000
| 1,681,206
| 29,087,813
|
4,250,000
| 25,000
| 1,426,657
| 252,600,878
|
4,275,000
| 25,000
| 1,399,794
| 254,027,535
|
4,300,000
| 25,000
| 1,355,366
| 255,427,329
|
4,325,000
| 25,000
| 1,298,673
| 256,782,695
|
4,350,000
| 25,000
| 1,353,333
| 258,081,368
|
4,375,000
| 25,000
| 1,367,409
| 259,434,701
|
4,400,000
| 25,000
| 1,374,874
| 260,802,110
|
4,425,000
| 25,000
| 1,336,974
| 262,176,984
|
4,450,000
| 25,000
| 1,384,219
| 263,513,958
|
4,475,000
| 25,000
| 1,356,702
| 264,898,177
|
450,000
| 25,000
| 1,654,779
| 30,769,019
|
4,500,000
| 25,000
| 1,365,326
| 266,254,879
|
4,525,000
| 25,000
| 1,366,340
| 267,620,205
|
4,550,000
| 25,000
| 1,395,939
| 268,986,545
|
4,575,000
| 25,000
| 1,397,603
| 270,382,484
|
4,600,000
| 25,000
| 1,389,520
| 271,780,087
|
4,625,000
| 25,000
| 1,343,270
| 273,169,607
|
4,650,000
| 25,000
| 1,366,438
| 274,512,877
|
4,675,000
| 25,000
| 1,436,825
| 275,879,315
|
4,700,000
| 25,000
| 1,393,538
| 277,316,140
|
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