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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 5 new columns ({'clk', 'time_stamp', 'nonclk', 'user', 'pid'}) and 5 missing columns ({'cate_id', 'brand', 'customer', 'campaign_id', 'price'}).
This happened while the csv dataset builder was generating data using
hf://datasets/vessl/ad-display_click-data_taobao.com/raw_sample.csv (at revision 5cc2d69eddfae69637fb7d953be2b61d14a40efa)
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
user: int64
time_stamp: int64
adgroup_id: int64
pid: string
nonclk: int64
clk: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 920
to
{'adgroup_id': Value(dtype='int64', id=None), 'cate_id': Value(dtype='int64', id=None), 'campaign_id': Value(dtype='int64', id=None), 'customer': Value(dtype='int64', id=None), 'brand': Value(dtype='float64', id=None), 'price': 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 5 new columns ({'clk', 'time_stamp', 'nonclk', 'user', 'pid'}) and 5 missing columns ({'cate_id', 'brand', 'customer', 'campaign_id', 'price'}).
This happened while the csv dataset builder was generating data using
hf://datasets/vessl/ad-display_click-data_taobao.com/raw_sample.csv (at revision 5cc2d69eddfae69637fb7d953be2b61d14a40efa)
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.
adgroup_id
int64 | cate_id
int64 | campaign_id
int64 | customer
int64 | brand
float64 | price
float64 |
|---|---|---|---|---|---|
63,133
| 6,406
| 83,237
| 1
| 95,471
| 170
|
313,401
| 6,406
| 83,237
| 1
| 87,331
| 199
|
248,909
| 392
| 83,237
| 1
| 32,233
| 38
|
208,458
| 392
| 83,237
| 1
| 174,374
| 139
|
110,847
| 7,211
| 135,256
| 2
| 145,952
| 32.99
|
607,788
| 6,261
| 387,991
| 6
| 207,800
| 199
|
375,706
| 4,520
| 387,991
| 6
| null | 99
|
11,115
| 7,213
| 139,747
| 9
| 186,847
| 33
|
24,484
| 7,207
| 139,744
| 9
| 186,847
| 19
|
28,589
| 5,953
| 395,195
| 13
| null | 428
|
23,236
| 5,953
| 395,195
| 13
| null | 368
|
300,556
| 5,953
| 395,195
| 13
| null | 639
|
92,560
| 5,953
| 395,195
| 13
| null | 368
|
590,965
| 4,284
| 28,145
| 14
| 454,237
| 249
|
529,913
| 4,284
| 70,206
| 14
| null | 249
|
546,930
| 4,284
| 28,145
| 14
| null | 249
|
639,794
| 6,261
| 70,206
| 14
| 37,004
| 89.9
|
335,413
| 4,284
| 28,145
| 14
| null | 249
|
794,890
| 4,284
| 70,206
| 14
| 454,237
| 249
|
684,020
| 6,261
| 70,206
| 14
| 37,004
| 99
|
500,333
| 5,515
| 70,206
| 14
| null | 69.9
|
479,319
| 4,284
| 70,206
| 14
| null | 249
|
372,438
| 4,284
| 70,206
| 14
| null | 249
|
382,843
| 4,284
| 70,206
| 14
| null | 249
|
379,665
| 4,284
| 70,206
| 14
| null | 239
|
715,831
| 4,280
| 70,206
| 14
| null | 59
|
296,360
| 5,515
| 70,206
| 14
| null | 39.9
|
419,844
| 5,515
| 28,145
| 14
| 247,861
| 75
|
279,841
| 917
| 8,184
| 15
| 57,034
| 1.88
|
74,914
| 8,863
| 177,913
| 19
| 83,039
| 10
|
73,381
| 6,159
| 177,913
| 19
| 376,948
| 12.5
|
203,644
| 6,026
| 177,913
| 19
| null | 9
|
150,738
| 7,395
| 177,913
| 19
| 432,071
| 21
|
35,032
| 6,261
| 83,264
| 20
| 457,502
| 668
|
592,998
| 8,993
| 83,266
| 21
| 72,959
| 48
|
631,409
| 6,181
| 83,266
| 21
| 72,959
| 368
|
62,924
| 10,956
| 83,271
| 24
| 417,253
| 11.5
|
8,451
| 1,652
| 83,271
| 24
| 278,112
| 15
|
141,441
| 8,197
| 83,271
| 24
| null | 8.8
|
688,282
| 8,179
| 422,189
| 32
| null | 45
|
401,736
| 5,285
| 289,503
| 34
| 164,272
| 76
|
401,735
| 10,479
| 289,503
| 34
| 164,272
| 698
|
401,759
| 10,479
| 289,503
| 34
| null | 220
|
384,495
| 5,285
| 289,503
| 34
| 164,272
| 94
|
370,209
| 10,479
| 289,503
| 34
| 164,272
| 450
|
384,521
| 10,479
| 289,503
| 34
| null | 430
|
380,685
| 10,479
| 289,503
| 34
| 383,766
| 360
|
57,396
| 6,564
| 137,334
| 39
| 125,151
| 39
|
469,820
| 4,613
| 83,298
| 42
| 375,268
| 10
|
232,298
| 4,613
| 83,298
| 42
| 400,172
| 20
|
7,459
| 4,613
| 83,298
| 42
| 400,172
| 360
|
196,498
| 4,613
| 83,298
| 42
| 400,172
| 266
|
217,341
| 4,613
| 83,298
| 42
| 400,172
| 198
|
297,127
| 6,955
| 318,659
| 46
| 108,957
| 1,185
|
401,889
| 4,284
| 318,659
| 46
| 255,785
| 369
|
405,701
| 8,111
| 318,659
| 46
| 108,957
| 50
|
422,973
| 4,284
| 318,659
| 46
| 255,785
| 399
|
422,974
| 4,284
| 318,659
| 46
| 255,785
| 429
|
405,615
| 6,261
| 318,659
| 46
| 108,957
| 499
|
401,811
| 6,261
| 318,659
| 46
| 108,957
| 599
|
405,616
| 6,261
| 318,659
| 46
| 301,254
| 699
|
389,425
| 4,281
| 318,659
| 46
| 255,785
| 50
|
576,558
| 4,284
| 83,308
| 47
| 74,078
| 110
|
51,535
| 4,284
| 83,308
| 47
| 74,078
| 98
|
376,383
| 4,284
| 83,308
| 47
| 74,078
| 98
|
464,521
| 4,282
| 83,308
| 47
| null | 130
|
3,681
| 5,199
| 408,101
| 51
| 97,566
| 65
|
712,009
| 7,962
| 315,907
| 53
| null | 5,999
|
58,881
| 7,209
| 155,966
| 54
| 349,743
| 1,600
|
308,744
| 7,209
| 155,966
| 54
| null | 878
|
141,629
| 7,209
| 155,966
| 54
| 310,550
| 600
|
686,089
| 6,937
| 404,062
| 59
| 115,491
| 799
|
414,843
| 6,937
| 309,598
| 59
| 63,272
| 499
|
785,062
| 6,937
| 83,339
| 59
| 115,491
| 799
|
597,103
| 6,937
| 319,166
| 59
| 125,038
| 699
|
832,820
| 4,292
| 162,111
| 60
| 295,193
| 276
|
783,981
| 4,292
| 162,111
| 60
| 295,193
| 276
|
832,945
| 4,292
| 162,111
| 60
| 295,193
| 158
|
754,747
| 4,292
| 162,111
| 60
| 295,193
| 296
|
514,810
| 4,502
| 83,347
| 62
| null | 20,000
|
218,523
| 4,502
| 257,310
| 62
| null | 40,000
|
216,123
| 6,640
| 251,637
| 62
| null | 51,800
|
165,521
| 4,502
| 83,347
| 62
| null | 40,000
|
155,501
| 6,640
| 257,310
| 62
| null | 51,800
|
231,961
| 12
| 83,349
| 63
| 114,512
| 349
|
208,158
| 12
| 83,349
| 63
| 114,512
| 359
|
273,414
| 12
| 83,349
| 63
| 58,175
| 190
|
599,798
| 8,113
| 83,367
| 68
| null | 45
|
263,507
| 8,929
| 205,399
| 69
| 406,808
| 58
|
2,892
| 6,800
| 205,399
| 69
| 434,904
| 17.4
|
40,010
| 7,822
| 77,444
| 69
| 406,808
| 68
|
157,414
| 5,363
| 17,759
| 71
| 370,950
| 70
|
8,290
| 10,885
| 13,914
| 72
| null | 138
|
8,297
| 5,874
| 13,914
| 72
| 193,697
| 90
|
110,394
| 4,833
| 13,914
| 72
| 409,312
| 90
|
8,105
| 6,814
| 13,914
| 72
| null | 532
|
8,331
| 10,885
| 13,914
| 72
| 205,431
| 138
|
63,603
| 6,814
| 83,371
| 72
| null | 532
|
338,430
| 6,142
| 140,936
| 74
| null | 130
|
393,006
| 4,505
| 328,771
| 74
| null | 130
|
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