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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 2 new columns ({'gender', 'FirstName'}) and 2 missing columns ({'PID', 'MAGPaperID'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Matthewfung/mentorship_dataset/Mentorship (Original)/first_name_gender.csv (at revision b44042d9b0b8323cb064b6bcc8bc128d4f30c78e)
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 2013, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
FirstName: string
gender: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 493
to
{'PID': Value(dtype='int64', id=None), 'MAGPaperID': 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 1396, 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 1045, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, 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 1884, 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 2015, 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 2 new columns ({'gender', 'FirstName'}) and 2 missing columns ({'PID', 'MAGPaperID'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Matthewfung/mentorship_dataset/Mentorship (Original)/first_name_gender.csv (at revision b44042d9b0b8323cb064b6bcc8bc128d4f30c78e)
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.
PID
int64 | MAGPaperID
int64 |
|---|---|
1 | 1,519,578,210 |
1 | 1,972,926,514 |
1 | 1,981,764,347 |
1 | 1,982,956,265 |
1 | 1,990,434,553 |
1 | 1,993,769,180 |
1 | 1,999,324,548 |
1 | 2,001,571,181 |
1 | 2,003,075,669 |
1 | 2,005,066,437 |
1 | 2,008,402,640 |
1 | 2,015,376,003 |
1 | 2,021,338,128 |
1 | 2,024,923,495 |
1 | 2,025,192,094 |
1 | 2,026,354,811 |
1 | 2,028,047,007 |
1 | 2,035,236,302 |
1 | 2,047,375,012 |
1 | 2,049,166,497 |
1 | 2,051,911,325 |
1 | 2,057,898,689 |
1 | 2,061,209,400 |
1 | 2,066,206,448 |
1 | 2,070,796,169 |
1 | 2,073,504,998 |
1 | 2,076,398,027 |
1 | 2,090,387,004 |
1 | 2,098,531,347 |
1 | 2,138,727,818 |
1 | 2,139,598,954 |
1 | 2,146,540,481 |
1 | 2,158,010,000 |
1 | 2,160,524,047 |
1 | 2,160,586,173 |
1 | 2,170,556,807 |
1 | 2,171,128,983 |
1 | 2,171,525,519 |
1 | 2,181,768,539 |
1 | 2,183,979,988 |
1 | 2,213,191,115 |
1 | 2,278,847,662 |
1 | 2,290,097,622 |
1 | 2,313,127,444 |
1 | 2,592,168,570 |
1 | 2,623,905,962 |
1 | 2,739,236,277 |
1 | 2,767,375,372 |
1 | 2,777,458,253 |
1 | 2,787,859,100 |
1 | 2,794,028,508 |
1 | 2,795,522,822 |
1 | 2,808,881,878 |
1 | 2,894,413,156 |
1 | 2,912,439,398 |
1 | 2,914,628,209 |
1 | 2,942,455,025 |
1 | 2,950,285,081 |
1 | 2,967,465,238 |
1 | 2,969,341,159 |
1 | 2,976,866,714 |
1 | 2,981,071,947 |
1 | 2,982,793,273 |
1 | 2,985,360,922 |
1 | 2,988,083,165 |
1 | 2,995,223,812 |
1 | 2,998,883,635 |
1 | 3,015,634,900 |
1 | 3,035,423,646 |
1 | 3,042,161,928 |
1 | 3,082,450,678 |
1 | 41,405,670 |
1 | 61,692,707 |
2 | 1,137,048,349 |
2 | 1,538,084,273 |
2 | 1,553,789,616 |
2 | 1,823,299,575 |
2 | 1,971,893,369 |
2 | 1,972,926,514 |
2 | 1,973,292,391 |
2 | 1,982,956,265 |
2 | 1,987,633,207 |
2 | 1,991,892,677 |
2 | 2,003,614,328 |
2 | 2,004,138,703 |
2 | 2,008,513,563 |
2 | 2,023,480,448 |
2 | 2,024,471,230 |
2 | 2,025,610,049 |
2 | 2,028,047,007 |
2 | 2,045,938,920 |
2 | 2,046,056,819 |
2 | 2,053,576,047 |
2 | 2,060,095,666 |
2 | 2,073,698,878 |
2 | 2,078,352,770 |
2 | 2,080,300,913 |
2 | 2,088,830,479 |
2 | 2,099,224,730 |
2 | 2,099,432,445 |
End of preview.
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