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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 4 new columns ({'split', 'confidential_field', 'question', 'answer'}) and 5 missing columns ({'identity number', 'private phone number', 'email password', 'credit card', 'car number'}).
This happened while the csv dataset builder was generating data using
hf://datasets/hirundo-io/unlearning-500-persons-multiple-details/confidential_qa.csv (at revision 5ae8c6991287f62d3b0b9c27276225625ddceac6)
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
name: string
confidential_field: string
question: string
answer: string
split: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 845
to
{'name': Value(dtype='string', id=None), 'email password': Value(dtype='int64', id=None), 'identity number': Value(dtype='int64', id=None), 'credit card': Value(dtype='int64', id=None), 'car number': Value(dtype='int64', id=None), 'private phone number': 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 1417, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
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 4 new columns ({'split', 'confidential_field', 'question', 'answer'}) and 5 missing columns ({'identity number', 'private phone number', 'email password', 'credit card', 'car number'}).
This happened while the csv dataset builder was generating data using
hf://datasets/hirundo-io/unlearning-500-persons-multiple-details/confidential_qa.csv (at revision 5ae8c6991287f62d3b0b9c27276225625ddceac6)
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.
name
string | email password
int64 | identity number
int64 | credit card
int64 | car number
int64 | private phone number
int64 |
|---|---|---|---|---|---|
Stanley Little | 7,823,623,100 | 5,757,168,585 | 9,714,412,306 | 3,413,889,220 | 4,409,135,247 |
Heather Fuller | 2,877,493,297 | 9,072,438,004 | 483,790,461 | 5,349,874,326 | 3,063,012,604 |
Adam Cunningham | 9,623,710,315 | 8,746,187,703 | 9,958,304,775 | 9,031,944,893 | 7,386,188,423 |
Sarah Shelton | 5,056,758,570 | 5,609,777,864 | 4,752,909,974 | 5,084,992,324 | 79,856,711 |
Steve Morris | 9,498,765,330 | 8,379,361,487 | 649,252,455 | 8,052,244,843 | 9,563,780,581 |
Troy Yang | 977,154,617 | 8,159,324,689 | 9,428,053,406 | 8,828,518,375 | 5,217,652,026 |
Leah Nguyen | 6,447,040,565 | 116,014,063 | 2,432,447,288 | 8,723,137,180 | 8,234,172,373 |
Russell Fowler | 3,972,897,427 | 1,124,375,308 | 8,168,567,119 | 4,281,931,412 | 7,074,325,267 |
Richard Burns | 9,424,304,146 | 5,656,092,467 | 952,546,561 | 3,988,035,331 | 3,488,889,333 |
Robin Griffin | 397,957,659 | 469,212,304 | 930,337,783 | 1,328,130,205 | 5,349,405,156 |
Deborah Pearson | 7,425,328,531 | 7,505,396,051 | 9,829,485,501 | 7,097,803,838 | 6,216,705,081 |
Matthew Diaz | 8,931,835,918 | 9,583,796,749 | 9,870,598,160 | 5,320,171,349 | 8,666,435,396 |
Brenda Pena | 3,440,310,186 | 4,827,756,379 | 5,030,855,332 | 3,893,528,924 | 1,515,133,054 |
Sydney Ward | 578,055,286 | 3,972,978,993 | 6,384,576,074 | 4,443,755,650 | 2,954,145,576 |
Angela Gray | 8,847,966,184 | 6,844,703,154 | 2,379,433,723 | 4,266,375,695 | 1,136,333,560 |
Brandon Lane | 8,040,020,890 | 4,640,989,439 | 4,039,024,061 | 1,760,874,113 | 9,699,186,388 |
Maria Jones | 5,945,515,894 | 3,831,018,637 | 8,128,136,065 | 9,737,368,402 | 1,384,899,551 |
Daniel Silva | 1,441,894,943 | 6,998,149,536 | 743,581,579 | 5,153,281,123 | 6,093,583,260 |
Dana Estrada | 9,836,606,480 | 1,679,618,436 | 8,310,545,921 | 9,185,496,347 | 1,220,296,377 |
Allison Watson | 5,007,270,110 | 2,797,334,662 | 4,237,343,946 | 6,916,038,799 | 128,625,470 |
Cheryl Cole | 5,386,079,408 | 1,502,278,805 | 3,573,187,127 | 1,296,580,687 | 743,846,611 |
Ian Valdez | 2,138,892,057 | 8,546,934,006 | 9,798,097,486 | 4,308,427,966 | 7,917,342,983 |
Katie Miranda | 2,906,654,245 | 3,437,951,208 | 1,460,712,365 | 8,284,824,052 | 4,351,555,457 |
Olivia Schultz | 2,501,242,715 | 1,830,048,176 | 9,510,579,488 | 5,402,822,247 | 5,689,503,405 |
Todd Harper | 6,055,261,435 | 7,659,444,079 | 6,191,114,670 | 1,938,440,066 | 7,486,199,137 |
Eric Lawson | 4,601,241,588 | 4,617,144,729 | 6,400,462,006 | 1,069,635,097 | 2,999,560,197 |
Victor Frederick | 167,622,584 | 8,911,545,865 | 2,460,366,491 | 198,126,287 | 1,880,450,720 |
Emily Brown | 4,417,438,058 | 3,585,201,473 | 3,179,876,836 | 4,401,591,276 | 9,427,847,437 |
Diana Stone | 5,391,820,018 | 5,221,136,761 | 7,468,381,720 | 9,886,849,916 | 6,228,183,010 |
Jessica Bennett | 4,288,960,378 | 468,056,106 | 6,617,792,138 | 8,470,764,922 | 7,276,914,770 |
Lydia Clark | 8,255,030,303 | 620,846,136 | 1,220,899,969 | 962,269,011 | 6,747,385,295 |
Jonathan Wade | 9,791,889,852 | 3,712,365,723 | 7,092,790,901 | 4,403,213,587 | 5,584,456,097 |
Vincent Gonzalez | 7,522,968,321 | 9,278,588,119 | 8,747,929,707 | 1,464,252,870 | 4,655,131,805 |
Lucas Herrera | 9,008,967,203 | 7,181,718,599 | 6,022,610,018 | 3,884,566,669 | 4,005,156,192 |
Kristin Anderson | 8,763,437,585 | 1,007,146,628 | 1,369,986,406 | 3,782,305,672 | 6,181,922,692 |
Eugene Rice | 7,057,473,951 | 6,419,576,867 | 9,873,064,670 | 1,599,007,952 | 5,539,679,657 |
Tabitha Newman | 907,405,374 | 4,828,201,101 | 8,035,587,877 | 6,301,792,364 | 5,463,882,333 |
David Frederick | 3,357,051,239 | 6,363,025,444 | 8,163,650,231 | 5,989,491,054 | 5,056,855,272 |
Alicia Sims | 5,715,874,441 | 297,965,900 | 9,373,803,709 | 1,738,387,394 | 2,906,730,014 |
Sara Myers | 9,267,250,862 | 4,017,173,502 | 8,337,451,531 | 8,564,955,862 | 5,854,342,245 |
Norman Walker | 818,893,848 | 579,745,441 | 9,378,058,921 | 7,653,252,521 | 8,501,860,676 |
David Perkins | 9,396,018,692 | 3,570,381,447 | 2,994,306,214 | 6,150,347,002 | 3,594,562,753 |
Anthony Ward | 968,495,070 | 4,222,803,331 | 5,545,166,523 | 9,688,926,889 | 4,554,629,341 |
James Day | 5,791,984,023 | 397,468,079 | 2,506,738,593 | 3,732,287,452 | 7,203,033,636 |
Natalie Nichols | 3,725,603,990 | 7,818,275,174 | 4,265,441,436 | 84,920,715 | 6,626,849,160 |
Troy Willis | 3,954,753,860 | 9,186,145,308 | 2,245,388,056 | 6,843,107,254 | 3,316,559,471 |
Rebecca Gilbert | 8,355,963,369 | 5,692,189,646 | 9,210,484,235 | 9,317,007,074 | 9,793,626,266 |
Leslie Walters | 9,881,892,174 | 2,239,051,825 | 9,569,525,132 | 4,044,059,739 | 3,009,156,515 |
Sebastian Wilson | 6,212,491,314 | 8,371,107,268 | 6,880,777,293 | 9,394,390,480 | 7,422,106,494 |
Kelsey Carpenter | 6,730,876,694 | 7,138,785,252 | 9,222,110,090 | 6,360,625,479 | 6,453,282,808 |
Martha Bradley | 6,179,323,498 | 6,604,293,083 | 2,605,276,110 | 6,544,199,226 | 1,131,731,214 |
Rebecca Chavez | 5,941,708,744 | 9,901,651,552 | 7,767,057,856 | 9,120,891,426 | 2,302,118,671 |
Alex Wallace | 6,285,381,765 | 7,442,328,152 | 7,331,185,654 | 7,388,753,531 | 8,129,510,745 |
Shannon McDonald | 8,588,708,235 | 9,810,335,078 | 7,304,841,253 | 7,315,254,720 | 4,321,310,378 |
Russell Black | 1,982,526,880 | 1,025,173,686 | 1,159,285,734 | 1,479,849,108 | 7,861,106,520 |
Aaron Hawkins | 4,039,686,481 | 5,188,444,513 | 6,233,345,733 | 1,528,575,412 | 4,865,184,384 |
Melanie Hughes | 4,171,253,198 | 3,910,178,421 | 7,904,611,428 | 8,849,780,502 | 2,306,120,470 |
Gary Taylor | 5,753,208,763 | 4,429,516,023 | 9,348,909,908 | 1,107,100,191 | 837,377,218 |
David Estrada | 9,321,203,148 | 3,157,168,304 | 2,473,577,204 | 1,944,400,079 | 6,010,820,799 |
Jade Smith | 965,374,817 | 7,713,688,192 | 5,116,335,733 | 7,311,518,725 | 127,947,492 |
Terrance Payne | 7,283,264,917 | 5,498,492,548 | 6,677,253,491 | 1,630,945,835 | 1,189,307,783 |
Joan Fields | 72,884,966 | 3,101,871,092 | 430,384,145 | 3,676,232,232 | 7,066,490,118 |
Michael Cooper | 3,096,746,541 | 9,136,087,113 | 4,950,782,451 | 9,152,527,921 | 3,101,433,424 |
Tammy Santos | 2,454,783,095 | 1,552,335,103 | 4,255,109,319 | 4,479,327,397 | 7,309,711,962 |
Stephanie Cortez | 2,524,885,782 | 2,856,764,305 | 1,137,149,535 | 43,545,959 | 9,107,999,163 |
Jackson Little | 1,625,052,231 | 6,636,910,816 | 7,014,086,989 | 5,871,712,118 | 2,368,458,599 |
Maria Smith | 3,671,154,379 | 3,570,356,767 | 1,590,532,814 | 5,328,737,095 | 5,889,180,056 |
Fiona Bates | 343,016,523 | 7,957,300,350 | 704,297,439 | 5,644,339,922 | 1,562,493,604 |
Sherry Barrett | 1,288,309,792 | 993,863,997 | 8,149,950,021 | 6,186,078,422 | 9,630,762,189 |
Shaun Lee | 3,313,936,338 | 2,563,909,552 | 5,382,395,906 | 8,184,133,060 | 7,695,531,912 |
Andrew Weber | 7,257,252,651 | 9,891,862,649 | 402,381,773 | 688,655,686 | 6,977,927,577 |
Joyce Chavez | 447,197,130 | 5,860,698,599 | 3,251,447,573 | 1,529,854,909 | 8,942,586,723 |
Trevor Santiago | 2,302,365,461 | 144,688,514 | 2,932,851,679 | 6,438,707,459 | 2,313,569,797 |
Heidi Dean | 1,363,033,673 | 6,324,710,354 | 828,472,973 | 4,323,399,966 | 8,101,195,827 |
Abigail Cox | 3,599,762,373 | 3,555,123,696 | 721,292,515 | 5,178,603,910 | 9,066,363,320 |
Cody Rogers | 5,141,873,054 | 3,778,365,601 | 2,535,606,799 | 9,501,288,813 | 140,206,785 |
Tiffany Nguyen | 5,395,610,589 | 6,223,173,020 | 7,028,914,730 | 8,841,810,126 | 6,391,575,473 |
Christina Newman | 3,564,036,711 | 1,732,431,121 | 9,857,307,980 | 4,487,315,566 | 6,028,321,929 |
Kimberly Knight | 4,588,438,651 | 1,360,809,033 | 2,737,106,393 | 7,301,245,503 | 3,151,610,288 |
Samuel Stephens | 250,895,059 | 4,882,198,139 | 6,574,539,455 | 5,957,329,399 | 2,906,875,774 |
Mary Gutierrez | 1,854,947,586 | 7,340,109,920 | 4,612,168,917 | 9,049,051,325 | 9,702,252,252 |
Gina Joseph | 1,880,594,279 | 9,483,429,403 | 2,874,950,164 | 5,377,554,287 | 6,105,758,279 |
Cecilia Hart | 7,041,364,794 | 892,878,001 | 5,365,716,492 | 7,221,655,451 | 8,875,364,683 |
Samuel Sutton | 6,300,811,373 | 2,181,469,611 | 2,044,084,579 | 5,699,926,415 | 6,404,559,801 |
Judy Kelly | 6,332,082,134 | 2,969,180,996 | 4,878,901,735 | 3,334,935,485 | 9,054,743,617 |
Tara Boyd | 9,425,152,559 | 6,911,988,697 | 5,366,329,334 | 5,985,789,080 | 4,589,581,260 |
Katherine Miller | 5,437,655,808 | 9,830,685,080 | 6,733,041,641 | 4,470,705,806 | 4,098,627,162 |
Gregory Edwards | 8,648,883,059 | 3,260,066,045 | 3,764,922,572 | 1,079,863,709 | 957,358,584 |
Michael Mills | 4,189,426,495 | 1,320,196,329 | 8,603,872,158 | 3,846,415,309 | 9,471,369,019 |
Jacqueline Smith | 8,658,375,210 | 6,118,601,693 | 1,929,465,678 | 7,629,525,844 | 2,236,269,409 |
Allison Weber | 8,331,125,196 | 1,768,209,788 | 5,054,927,585 | 6,686,627,124 | 364,817,792 |
Joe Mendoza | 9,517,258,070 | 5,494,720,868 | 6,780,344,540 | 4,717,688,001 | 3,542,156,791 |
Mary Watts | 7,174,746,892 | 8,324,291,179 | 8,057,702,221 | 4,079,086,362 | 1,130,146,617 |
Liam May | 1,687,461,217 | 6,243,348,986 | 9,669,382,444 | 7,163,820,989 | 6,939,878,107 |
Aiden Price | 2,632,900,770 | 394,428,262 | 4,013,578,561 | 7,316,552,128 | 7,872,792,044 |
Robert Santos | 3,165,498,698 | 1,780,963,977 | 9,404,410,126 | 2,575,067,972 | 7,963,968,258 |
Ashley Yang | 9,699,152,413 | 1,288,964,568 | 6,581,564,658 | 2,500,358,522 | 7,453,915,043 |
Ian Duncan | 3,290,503,045 | 7,714,306,212 | 1,162,730,269 | 4,199,143,715 | 42,058,367 |
Benjamin Dixon | 2,310,223,575 | 9,865,972,001 | 5,644,506,650 | 7,271,891,563 | 3,607,691,335 |
Preston Clark | 6,742,375,398 | 6,518,817,478 | 6,715,819,193 | 1,428,062,325 | 2,326,437,714 |
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