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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', 'num_embeddings', 'num_passages', 'embedding_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/nq_index/nq/doclens.0.json (at revision 10dc189fd59c84cb54c2a9543a5a0f82aab341e7)
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 1412, 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 988, 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', 'num_embeddings', 'num_passages', 'embedding_offset'}).
This happened while the json dataset builder was generating data using
hf://datasets/darvog/nq_index/nq/doclens.0.json (at revision 10dc189fd59c84cb54c2a9543a5a0f82aab341e7)
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 | 2,320,233 | 0 |
25,000 | 25,000 | 2,252,133 | 2,320,233 |
250,000 | 25,000 | 2,201,031 | 22,254,482 |
2,500,000 | 25,000 | 2,093,244 | 212,843,444 |
2,525,000 | 25,000 | 2,081,513 | 214,936,688 |
2,550,000 | 25,000 | 2,034,725 | 217,018,201 |
2,575,000 | 25,000 | 2,013,438 | 219,052,926 |
2,600,000 | 25,000 | 2,088,487 | 221,066,364 |
2,625,000 | 25,000 | 2,025,517 | 223,154,851 |
2,650,000 | 25,000 | 2,076,253 | 225,180,368 |
2,675,000 | 6,468 | 537,839 | 227,256,621 |
275,000 | 25,000 | 2,190,952 | 24,455,513 |
300,000 | 25,000 | 2,207,487 | 26,646,465 |
325,000 | 25,000 | 2,193,433 | 28,853,952 |
350,000 | 25,000 | 2,178,420 | 31,047,385 |
375,000 | 25,000 | 2,148,932 | 33,225,805 |
400,000 | 25,000 | 2,157,896 | 35,374,737 |
425,000 | 25,000 | 2,209,618 | 37,532,633 |
450,000 | 25,000 | 2,176,369 | 39,742,251 |
475,000 | 25,000 | 2,182,965 | 41,918,620 |
50,000 | 25,000 | 2,269,127 | 4,572,366 |
500,000 | 25,000 | 2,169,032 | 44,101,585 |
525,000 | 25,000 | 2,125,591 | 46,270,617 |
550,000 | 25,000 | 2,155,013 | 48,396,208 |
575,000 | 25,000 | 2,106,827 | 50,551,221 |
600,000 | 25,000 | 2,196,163 | 52,658,048 |
625,000 | 25,000 | 2,132,413 | 54,854,211 |
650,000 | 25,000 | 2,158,105 | 56,986,624 |
675,000 | 25,000 | 2,165,552 | 59,144,729 |
700,000 | 25,000 | 2,072,242 | 61,310,281 |
725,000 | 25,000 | 2,179,572 | 63,382,523 |
75,000 | 25,000 | 2,259,158 | 6,841,493 |
750,000 | 25,000 | 2,158,508 | 65,562,095 |
775,000 | 25,000 | 2,160,306 | 67,720,603 |
800,000 | 25,000 | 2,121,223 | 69,880,909 |
825,000 | 25,000 | 2,194,508 | 72,002,132 |
850,000 | 25,000 | 2,121,493 | 74,196,640 |
875,000 | 25,000 | 2,116,496 | 76,318,133 |
900,000 | 25,000 | 2,122,457 | 78,434,629 |
925,000 | 25,000 | 2,107,732 | 80,557,086 |
950,000 | 25,000 | 2,160,551 | 82,664,818 |
975,000 | 25,000 | 2,142,166 | 84,825,369 |
100,000 | 25,000 | 2,261,321 | 9,100,651 |
1,000,000 | 25,000 | 2,083,480 | 86,967,535 |
1,025,000 | 25,000 | 2,154,917 | 89,051,015 |
1,050,000 | 25,000 | 2,165,012 | 91,205,932 |
1,075,000 | 25,000 | 2,123,494 | 93,370,944 |
1,100,000 | 25,000 | 2,074,907 | 95,494,438 |
1,125,000 | 25,000 | 2,144,404 | 97,569,345 |
1,150,000 | 25,000 | 2,099,117 | 99,713,749 |
1,175,000 | 25,000 | 2,104,315 | 101,812,866 |
1,200,000 | 25,000 | 2,140,759 | 103,917,181 |
1,225,000 | 25,000 | 2,108,257 | 106,057,940 |
125,000 | 25,000 | 2,210,594 | 11,361,972 |
1,250,000 | 25,000 | 2,133,227 | 108,166,197 |
1,275,000 | 25,000 | 2,158,681 | 110,299,424 |
1,300,000 | 25,000 | 2,098,223 | 112,458,105 |
1,325,000 | 25,000 | 2,090,307 | 114,556,328 |
1,350,000 | 25,000 | 2,087,508 | 116,646,635 |
1,375,000 | 25,000 | 2,163,142 | 118,734,143 |
1,400,000 | 25,000 | 2,122,304 | 120,897,285 |
1,425,000 | 25,000 | 2,144,934 | 123,019,589 |
1,450,000 | 25,000 | 2,086,123 | 125,164,523 |
1,475,000 | 25,000 | 2,077,139 | 127,250,646 |
150,000 | 25,000 | 2,187,840 | 13,572,566 |
1,500,000 | 25,000 | 2,062,846 | 129,327,785 |
1,525,000 | 25,000 | 2,105,791 | 131,390,631 |
1,550,000 | 25,000 | 2,142,732 | 133,496,422 |
1,575,000 | 25,000 | 2,070,191 | 135,639,154 |
1,600,000 | 25,000 | 2,132,294 | 137,709,345 |
1,625,000 | 25,000 | 2,122,823 | 139,841,639 |
1,650,000 | 25,000 | 2,159,771 | 141,964,462 |
1,675,000 | 25,000 | 2,046,271 | 144,124,233 |
1,700,000 | 25,000 | 2,108,789 | 146,170,504 |
1,725,000 | 25,000 | 2,009,502 | 148,279,293 |
175,000 | 25,000 | 2,141,968 | 15,760,406 |
1,750,000 | 25,000 | 2,128,913 | 150,288,795 |
1,775,000 | 25,000 | 2,118,786 | 152,417,708 |
1,800,000 | 25,000 | 2,139,343 | 154,536,494 |
1,825,000 | 25,000 | 2,098,089 | 156,675,837 |
1,850,000 | 25,000 | 2,089,361 | 158,773,926 |
1,875,000 | 25,000 | 2,066,259 | 160,863,287 |
1,900,000 | 25,000 | 2,105,363 | 162,929,546 |
1,925,000 | 25,000 | 2,042,793 | 165,034,909 |
1,950,000 | 25,000 | 2,123,367 | 167,077,702 |
1,975,000 | 25,000 | 2,131,427 | 169,201,069 |
200,000 | 25,000 | 2,191,892 | 17,902,374 |
2,000,000 | 25,000 | 2,058,265 | 171,332,496 |
2,025,000 | 25,000 | 2,092,378 | 173,390,761 |
2,050,000 | 25,000 | 2,074,605 | 175,483,139 |
2,075,000 | 25,000 | 2,032,368 | 177,557,744 |
2,100,000 | 25,000 | 2,044,530 | 179,590,112 |
2,125,000 | 25,000 | 2,065,725 | 181,634,642 |
2,150,000 | 25,000 | 2,070,252 | 183,700,367 |
2,175,000 | 25,000 | 2,075,188 | 185,770,619 |
2,200,000 | 25,000 | 2,064,609 | 187,845,807 |
2,225,000 | 25,000 | 2,047,009 | 189,910,416 |
225,000 | 25,000 | 2,160,216 | 20,094,266 |
2,250,000 | 25,000 | 2,076,175 | 191,957,425 |
2,275,000 | 25,000 | 2,118,352 | 194,033,600 |
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