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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 24 new columns ({'IntTD', 'KR TD', 'RecTD', 'RshTD', 'XPA', 'Season', 'Tm', 'PR TD', 'FGA', 'G', 'FGM', 'GS', 'OthTD', 'Pts/G', 'Age', 'Unnamed: 0', 'XPM', 'AllTD', 'D2P', '2PA', 'FblTD', 'Sfty', 'Pts', '2PM'}) and 9 missing columns ({'3Cone', 'School', '40yd', 'Ht', 'Wt', 'Broad Jump', 'Shuttle', 'Vertical', 'Bench'}).
This happened while the csv dataset builder was generating data using
hf://datasets/michaelmallari/nfl/nfl-players-1922-2022.csv (at revision 0ea427a51bec7b921caa40cb0de14934a4f59d8a)
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 2011, 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
Unnamed: 0: int64
Season: int64
Player: string
Tm: string
Age: double
Pos: string
G: double
GS: double
RshTD: double
RecTD: double
PR TD: double
KR TD: double
FblTD: double
IntTD: double
OthTD: double
AllTD: double
2PM: double
2PA: double
D2P: double
XPM: double
XPA: double
FGM: double
FGA: double
Sfty: double
Pts: double
Pts/G: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3090
to
{'Player': Value(dtype='string', id=None), 'Pos': Value(dtype='string', id=None), 'School': Value(dtype='string', id=None), 'Ht': Value(dtype='string', id=None), 'Wt': Value(dtype='int64', id=None), '40yd': Value(dtype='float64', id=None), 'Vertical': Value(dtype='float64', id=None), 'Bench': Value(dtype='float64', id=None), 'Broad Jump': Value(dtype='float64', id=None), '3Cone': Value(dtype='float64', id=None), 'Shuttle': Value(dtype='float64', 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 24 new columns ({'IntTD', 'KR TD', 'RecTD', 'RshTD', 'XPA', 'Season', 'Tm', 'PR TD', 'FGA', 'G', 'FGM', 'GS', 'OthTD', 'Pts/G', 'Age', 'Unnamed: 0', 'XPM', 'AllTD', 'D2P', '2PA', 'FblTD', 'Sfty', 'Pts', '2PM'}) and 9 missing columns ({'3Cone', 'School', '40yd', 'Ht', 'Wt', 'Broad Jump', 'Shuttle', 'Vertical', 'Bench'}).
This happened while the csv dataset builder was generating data using
hf://datasets/michaelmallari/nfl/nfl-players-1922-2022.csv (at revision 0ea427a51bec7b921caa40cb0de14934a4f59d8a)
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.
Player
string | Pos
string | School
string | Ht
string | Wt
int64 | 40yd
float64 | Vertical
float64 | Bench
float64 | Broad Jump
float64 | 3Cone
float64 | Shuttle
float64 |
|---|---|---|---|---|---|---|---|---|---|---|
John Abraham | OLB | South Carolina | 6-4 | 252 | 4.55 | null | null | null | null | null |
Shaun Alexander | RB | Alabama | 6-0 | 218 | 4.58 | null | null | null | null | null |
Darnell Alford | OT | Boston Col. | 6-4 | 334 | 5.56 | 25 | 23 | 94 | 8.48 | 4.98 |
Kyle Allamon | TE | Texas Tech | 6-2 | 253 | 4.97 | 29 | null | 104 | 7.29 | 4.49 |
Rashard Anderson | CB | Jackson State | 6-2 | 206 | 4.55 | 34 | null | 123 | 7.18 | 4.15 |
Jake Arians | K | Ala-Birmingham | 5-10 | 202 | null | null | null | null | null | null |
LaVar Arrington | OLB | Penn State | 6-3 | 250 | 4.53 | null | null | null | null | null |
Corey Atkins | OLB | South Carolina | 6-0 | 237 | 4.72 | 31 | 21 | 112 | 7.96 | 4.39 |
Kyle Atteberry | K | Baylor | 6-0 | 167 | null | null | null | null | null | null |
Reggie Austin | CB | Wake Forest | 5-9 | 175 | 4.44 | 35 | 17 | 119 | 7.03 | 4.14 |
John Baker | P | North Texas | 6-3 | 227 | null | null | null | null | null | null |
Mark Baniewicz | OT | Syracuse | 6-6 | 312 | 5.34 | 28 | 20 | 96 | 7.72 | 4.73 |
Rashidi Barnes | S | Colorado | 6-0 | 208 | 4.62 | 35 | 10 | 114 | 6.92 | 4.32 |
David Barrett | CB | Arkansas | 5-10 | 199 | 4.44 | 37.5 | 16 | 116 | 6.81 | 4.04 |
William Bartee | CB | Oklahoma | 6-1 | 192 | 4.43 | 38.5 | null | 124 | 6.7 | 3.99 |
Andrew Bayes | P | East Carolina | 6-2 | 200 | null | null | null | null | null | null |
Terrance Beadles | OG | Ark-Pine Bluff | 6-3 | 312 | 5.19 | null | 29 | null | null | null |
Robert Bean | CB | Mississippi State | 5-11 | 178 | 4.5 | 34.5 | null | 122 | 6.87 | 4.2 |
Anthony Becht | TE | West Virginia | 6-6 | 270 | 4.78 | 33.5 | null | 123 | 6.94 | 4.08 |
Matt Beck | ILB | California | 6-3 | 234 | 4.65 | null | null | null | null | null |
Rogers Beckett | S | Marshall | 6-1 | 207 | 4.62 | 39.5 | 15 | 119 | 6.48 | 4.29 |
Brad Bedell | OG | Colorado | 6-4 | 302 | 5.07 | 31.5 | 17 | 103 | 7.76 | 4.58 |
Marcus Bell | ILB | Arizona | 6-2 | 237 | 4.78 | 31.5 | 21 | 111 | 7.17 | 4.33 |
Gary Berry | S | Ohio State | 5-11 | 204 | 4.55 | null | null | null | null | null |
Michael Boireau | DE | Miami (FL) | 6-4 | 274 | 5.09 | 29 | 26 | 105 | 7.68 | 4.49 |
Matt Bowen | S | Iowa | 6-1 | 201 | 4.49 | 33 | 12 | 115 | 7.06 | 4.09 |
Carl Bradley | DT | Virginia Tech | 6-2 | 300 | 5.03 | null | null | null | null | null |
Tom Brady | QB | Michigan | 6-4 | 211 | 5.28 | 24.5 | null | 99 | 7.2 | 4.38 |
Robert Brannon | DT | Iowa State | 6-4 | 309 | 5.19 | 28.5 | 28 | 99 | 7.82 | 4.7 |
Keith Brown | RB | UCLA | 5-11 | 216 | 4.66 | 30 | null | 117 | 6.64 | 4.08 |
Demario Brown | RB | Utah State | 6-0 | 217 | 4.72 | 31 | null | 107 | 7.17 | 4.39 |
Courtney Brown | DE | Penn State | 6-5 | 269 | 4.78 | null | null | null | null | null |
Mike Brown | S | Nebraska | 5-10 | 204 | 4.59 | 36 | 14 | 116 | 6.93 | 4.01 |
Ralph Brown | CB | Nebraska | 5-10 | 185 | 4.55 | null | 10 | null | null | null |
Travis Brown | QB | Northern Arizona | 6-3 | 218 | 5.01 | 29 | null | 101 | 7.54 | 4.87 |
Lamont Bryant | DE | Notre Dame | 6-3 | 260 | 4.91 | null | 17 | null | null | null |
Marc Bulger | QB | West Virginia | 6-2 | 208 | 4.97 | null | null | 100 | 7.46 | 4.34 |
Keith Bulluck | OLB | Syracuse | 6-3 | 244 | 4.47 | 38 | null | 119 | 7.33 | 4.13 |
Bill Burke | QB | Michigan State | 6-4 | 206 | 5.03 | 28.5 | null | 107 | 7.46 | 4.42 |
Plaxico Burress | WR | Michigan State | 6-5 | 231 | 4.59 | 33 | null | 115 | null | null |
David Byrd | CB | Syracuse | 5-11 | 202 | 4.53 | 36 | 14 | 117 | 7.18 | 4.39 |
Trung Canidate | RB | Arizona | 5-11 | 193 | 4.41 | null | 18 | null | null | null |
Cooper Carlisle | OG | Florida | 6-5 | 297 | 5.16 | 31 | 28 | 100 | 7.82 | 4.48 |
Giovanni Carmazzi | QB | Hofstra | 6-3 | 224 | 4.74 | 36.5 | null | 119 | 6.94 | 4.23 |
Leonardo Carson | DE | Auburn | 6-1 | 283 | 5.06 | 28 | 22 | 106 | 7.82 | 4.75 |
Tyrone Carter | S | Minnesota | 5-8 | 190 | 4.5 | 41 | 16 | 121 | 6.75 | 4.19 |
Kwame Cavil | WR | Texas | 6-2 | 208 | 4.54 | 39.5 | null | 118 | null | null |
Chris Chaloupka | QB | SMU | 6-2 | 216 | 4.96 | null | null | null | null | null |
Doug Chapman | RB | Marshall | 5-10 | 215 | 4.56 | 38.5 | 16 | 128 | 6.84 | 4.2 |
Ike Charlton | CB | Virginia Tech | 5-11 | 205 | 4.47 | null | 16 | 126 | null | null |
Chrys Chukwuma | RB | Arkansas | 6-1 | 232 | 4.56 | null | null | 115 | null | null |
Joey Chustz | OT | Louisiana Tech | 6-7 | 304 | 5.08 | 31 | 28 | 103 | 7.65 | 4.65 |
Pedro Cirino | S | Boston Col. | 5-11 | 197 | 4.59 | null | null | null | null | null |
John Saint Clair | C | Virginia | 6-5 | 302 | 5.2 | null | 25 | null | null | null |
Kendrick Clancy | DT | Mississippi | 6-1 | 283 | 5.25 | 27.5 | 25 | 108 | 7.98 | 4.65 |
Travis Claridge | OG | USC | 6-5 | 303 | 5.15 | 31.5 | 29 | 100 | 7.77 | 4.86 |
Danny Clark | ILB | Illinois | 6-2 | 245 | 4.75 | null | 20 | null | null | null |
Chad Clifton | OT | Tennessee | 6-5 | 334 | 5.05 | 30.5 | 24 | 102 | 7.58 | 4.73 |
Chris Cole | WR | Texas A&M | 6-0 | 191 | 4.37 | 37.5 | null | 125 | 6.76 | 4.09 |
Chris Coleman | WR | North Carolina State | 6-0 | 211 | 4.61 | 32.5 | null | 110 | 6.79 | 4.1 |
Cosey Coleman | OG | Tennessee | 6-4 | 322 | 5.4 | 28 | null | 101 | 8.15 | 4.97 |
Laveranues Coles | WR | Florida State | 5-11 | 192 | 4.41 | 34 | null | 115 | 6.89 | 4.39 |
Chris Combs | DT | Duke | 6-5 | 286 | 5.16 | null | 22 | null | null | null |
Kurth Connell | OT | Washington | 6-4 | 291 | 5.49 | 33 | 27 | 103 | 8.14 | 4.84 |
Rameel Connor | DE | Illinois | 6-3 | 276 | 5 | 35.5 | 25 | 121 | 7.65 | 4.45 |
D.J. Cooper | DT | Arkansas | 6-3 | 277 | 5.22 | 28 | null | 108 | 7.41 | 4.49 |
Ashley Cooper | S | Mississippi State | 5-10 | 208 | 4.67 | null | 16 | 117 | null | null |
Renard Cox | CB | Maryland | 5-11 | 192 | 4.68 | 38 | 13 | 111 | 7.1 | null |
Casey Crawford | TE | Virginia | 6-6 | 244 | 4.83 | null | 18 | null | null | null |
Sedrick Curry | CB | Texas A&M | 6-1 | 197 | 4.44 | 39 | null | 125 | 6.34 | 3.94 |
Chris Daniels | WR | Purdue | 6-3 | 217 | 4.74 | 33 | null | 115 | 7.2 | 4.24 |
Brandon Daniels | WR | Oklahoma | 5-10 | 211 | 4.54 | null | null | null | null | null |
Joe Dean Davenport | TE | Arkansas | 6-7 | 268 | 5.06 | 30 | 13 | 108 | 7.33 | 4.67 |
Darren Davis | RB | Iowa State | 5-8 | 189 | 4.81 | 32 | 13 | 109 | 7.04 | 4.47 |
Adam Davis | OG | Oklahoma State | 6-4 | 309 | 5.66 | 26 | null | 92 | 8.51 | 5 |
JaJuan Dawson | WR | Tulane | 6-1 | 199 | 4.55 | 34 | null | 117 | 6.96 | 4.16 |
Ron Dayne | RB | Wisconsin | 5-11 | 259 | 4.65 | null | null | null | null | null |
Jerry DeLoach | DT | California | 6-3 | 314 | 4.99 | 31.5 | 19 | 101 | 7.4 | 4.57 |
Mike Derouselle | DT | Houston | 6-2 | 314 | 5.28 | 27.5 | 27 | 96 | 7.67 | 4.8 |
Na'il Diggs | OLB | Ohio State | 6-4 | 231 | 4.66 | null | null | null | null | null |
Reuben Droughns | RB | Oregon | 5-11 | 215 | 4.66 | 30 | 13 | 115 | 7.34 | 4.41 |
Ron Dugans | WR | Florida State | 6-1 | 206 | 4.58 | null | null | 117 | null | null |
Deon Dyer | FB | North Carolina | 5-11 | 260 | 4.99 | 28 | null | 104 | 7.88 | 4.81 |
Chris Edwards | OLB | Georgia Tech | 6-5 | 226 | 4.65 | null | null | null | null | null |
Mario Edwards | CB | Florida State | 6-0 | 191 | 4.46 | null | null | 120 | null | null |
Shaun Ellis | DE | Tennessee | 6-4 | 280 | 4.85 | null | null | null | null | null |
John Engelberger | DE | Virginia Tech | 6-4 | 260 | 4.73 | 34 | 24 | 115 | 6.95 | 4.28 |
Dwan Epps | ILB | Texas Southern | 6-1 | 242 | 4.68 | 34.5 | 8 | null | null | null |
Matt Farmer | WR | Air Force | 6-0 | 190 | 4.51 | 33 | null | 108 | 6.63 | 3.94 |
Danny Farmer | WR | UCLA | 6-3 | 217 | 4.58 | null | null | null | null | null |
Kevin Feterik | QB | BYU | 5-11 | 207 | 4.92 | 31 | null | 106 | 7.3 | 4.45 |
Chafie Fields | WR | Penn State | 6-1 | 196 | 4.43 | null | null | null | null | null |
Aaron Fields | DE | Troy | 6-4 | 243 | 4.76 | 34 | 22 | 115 | 7.51 | 4.56 |
Zeron Flemister | TE | Iowa | 6-4 | 249 | 4.72 | 37 | 14 | 116 | 6.92 | 4.16 |
Erik Flowers | DE | Arizona State | 6-4 | 271 | 4.75 | 33 | 24 | 114 | 7.21 | 4.15 |
Derrick Foster | RB | Texas A&M-Kingsville | 5-11 | 201 | 4.43 | 34.5 | 19 | 117 | 6.84 | 4.36 |
Larry Foster | WR | LSU | 5-10 | 198 | 4.55 | 37 | null | 121 | 6.88 | 4.06 |
John Frank | DE | Utah | 6-4 | 280 | 4.78 | 37 | 32 | 117 | 7.07 | 4.27 |
Bubba Franks | TE | Miami (FL) | 6-6 | 265 | 4.85 | null | null | null | null | null |
Todd Franz | S | Tulsa | 6-1 | 199 | 4.55 | null | 14 | null | null | null |
End of preview.