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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)
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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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