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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 3 new columns ({'age', 'sex', 'age_class'}) and 8 missing columns ({'ua_client_type', 'ua_client_name', 'ua_device_type', 'event_timestamp', 'total_watchtime', 'rutube_video_id', 'ua_os', 'region'}).

This happened while the csv dataset builder was generating data using

hf://datasets/seniichev/nationwide-2024/train_targets.csv (at revision 19fce5ee1e977a34b8f709de09c0af9eaebf46f1)

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
              viewer_uid: int64
              age: int64
              sex: string
              age_class: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 704
              to
              {'event_timestamp': Value(dtype='string', id=None), 'region': Value(dtype='string', id=None), 'ua_device_type': Value(dtype='string', id=None), 'ua_client_type': Value(dtype='string', id=None), 'ua_os': Value(dtype='string', id=None), 'ua_client_name': Value(dtype='string', id=None), 'total_watchtime': Value(dtype='int64', id=None), 'rutube_video_id': Value(dtype='string', id=None), 'viewer_uid': 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 3 new columns ({'age', 'sex', 'age_class'}) and 8 missing columns ({'ua_client_type', 'ua_client_name', 'ua_device_type', 'event_timestamp', 'total_watchtime', 'rutube_video_id', 'ua_os', 'region'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/seniichev/nationwide-2024/train_targets.csv (at revision 19fce5ee1e977a34b8f709de09c0af9eaebf46f1)
              
              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.

event_timestamp
string
region
string
ua_device_type
string
ua_client_type
string
ua_os
string
ua_client_name
string
total_watchtime
int64
rutube_video_id
string
viewer_uid
int64
2024-06-01 06:40:58+03:00
Chelyabinsk
desktop
browser
Windows
Yandex Browser
1,883
video_133074
10,067,243
2024-06-01 19:33:24+03:00
Bashkortostan Republic
smartphone
mobile app
Android
Rutube
512
video_362960
10,245,341
2024-06-01 21:30:43+03:00
St.-Petersburg
desktop
browser
Windows
Chrome
5,647
video_96775
10,894,333
2024-06-01 23:03:42+03:00
Moscow
smartphone
mobile app
Android
Rutube
1,521
video_161610
10,029,092
2024-06-01 22:48:09+03:00
Moscow
smartphone
mobile app
Android
Rutube
71
video_116245
10,452,976
2024-06-01 04:11:51+03:00
Rostov
smartphone
mobile app
Android
Rutube
60
video_61152
10,013,813
2024-06-01 22:14:37+03:00
Moscow Oblast
desktop
browser
Windows
Microsoft Edge
3,882
video_53642
10,058,831
2024-06-01 08:42:11+03:00
Kursk Oblast
smartphone
mobile app
Android
Rutube
2,480
video_114660
10,084,832
2024-06-01 11:09:51+03:00
Kemerovo Oblast
smartphone
mobile app
Android
Rutube
3,140
video_425474
10,439,246
2024-06-01 16:09:52+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
2,266
video_241755
10,090,266
2024-06-01 20:28:09+03:00
St.-Petersburg
desktop
browser
Windows
Yandex Browser
1,263
video_168057
10,039,610
2024-06-01 18:09:08+03:00
Arkhangelskaya
smartphone
mobile app
Android
Rutube
1,478
video_403312
10,072,935
2024-06-01 19:00:58+03:00
Tomsk Oblast
smartphone
mobile app
Android
Rutube
70
video_428093
10,203,160
2024-06-01 22:42:42+03:00
Bashkortostan Republic
smartphone
mobile app
Android
Rutube
377
video_155983
10,055,534
2024-06-01 11:47:29+03:00
Novosibirsk Oblast
smartphone
mobile app
Android
Rutube
2,562
video_140744
10,244,498
2024-06-01 23:00:29+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
294
video_244339
10,167,328
2024-06-01 12:54:11+03:00
Sverdlovsk Oblast
smartphone
mobile app
Android
Rutube
601
video_383339
10,015,181
2024-06-01 13:34:57+03:00
Leningradskaya Oblast'
desktop
browser
Windows
Yandex Browser
210
video_476983
10,153,621
2024-06-01 11:24:59+03:00
Krasnodar Krai
smartphone
mobile app
Android
Rutube
1,070
video_236819
10,169,192
2024-06-01 23:39:57+03:00
Moscow
tablet
mobile app
Android
Rutube
3,211
video_96775
10,043,828
2024-06-01 06:33:43+03:00
Tatarstan Republic
smartphone
mobile app
null
Rutube
2,443
video_93106
10,097,927
2024-06-01 11:27:37+03:00
Belgorod Oblast
smartphone
mobile app
Android
Rutube
2,056
video_333507
10,010,798
2024-06-01 17:40:31+03:00
Kuzbass
smartphone
mobile app
Android
Rutube
786
video_88075
10,015,774
2024-06-01 20:23:22+03:00
Udmurtiya Republic
desktop
browser
Windows
Yandex Browser
5,285
video_268913
10,042,795
2024-06-01 20:23:23+03:00
Chuvashia
desktop
browser
Windows
Firefox
2,012
video_377123
10,481,280
2024-06-01 15:51:17+03:00
Moscow Oblast
smartphone
mobile app
Android
Rutube
2,417
video_61152
10,033,662
2024-06-01 11:01:19+03:00
Ryazan Oblast
desktop
browser
Windows
Yandex Browser
2,153
video_47718
10,079,624
2024-06-01 22:24:19+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
2,480
video_304314
10,180,480
2024-06-01 16:35:33+03:00
Bashkortostan Republic
desktop
browser
Windows
Chrome
1,763
video_174048
10,853,112
2024-06-01 12:06:58+03:00
Perm Krai
smartphone
mobile app
Android
Rutube
939
video_473508
10,432,657
2024-06-01 09:25:18+03:00
Sakha
smartphone
mobile app
null
Rutube
3,111
video_228468
10,211,761
2024-06-01 23:14:07+03:00
Leningradskaya Oblast'
smartphone
mobile app
Android
Rutube
321
video_56639
10,136,167
2024-06-01 11:47:17+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
201
video_140822
10,057,948
2024-06-01 06:54:32+03:00
Moscow
smartphone
mobile app
Android
Rutube
3,483
video_30338
10,339,394
2024-06-01 17:09:14+03:00
Moscow
smartphone
mobile app
null
Rutube
2,285
video_60498
10,306,496
2024-06-01 10:25:58+03:00
Sakha
smartphone
mobile app
Android
Rutube
6,183
video_462554
10,031,336
2024-06-01 17:57:00+03:00
Orenburg Oblast
smartphone
mobile app
Android
Rutube
4,204
video_216256
10,153,954
2024-06-01 10:33:52+03:00
Moscow
smartphone
mobile app
Android
Rutube
3,270
video_479161
10,161,131
2024-06-01 15:37:19+03:00
Primorye
smartphone
mobile app
Android
Rutube
250
video_223815
10,899,401
2024-06-01 14:53:06+03:00
Zabaykalskiy (Transbaikal) Kray
smartphone
mobile app
Android
Rutube
101
video_35892
10,012,464
2024-06-01 08:13:20+03:00
Bryansk Oblast
desktop
browser
Windows
Chrome
1,741
video_109186
10,171,908
2024-06-01 00:58:23+03:00
Tver Oblast
tablet
mobile app
Android
Rutube
2,251
video_257147
10,237,702
2024-06-01 00:26:39+03:00
Rostov
smartphone
mobile app
Android
Rutube
1,971
video_314192
10,592,388
2024-06-01 08:35:17+03:00
Chelyabinsk
smartphone
mobile app
Android
Rutube
972
video_41327
10,008,277
2024-06-01 00:28:00+03:00
Moscow Oblast
smartphone
browser
Android
Yandex Browser
2,483
video_61152
10,015,672
2024-06-01 08:48:34+03:00
Tatarstan Republic
smartphone
mobile app
Android
Rutube
5,590
video_330923
10,089,467
2024-06-01 09:36:26+03:00
Rostov
tablet
mobile app
Android
Rutube
2,599
video_462232
10,783,507
2024-06-01 15:04:44+03:00
Stavropol Kray
smartphone
mobile app
Android
Rutube
70
video_70733
10,027,008
2024-06-01 20:20:00+03:00
St.-Petersburg
desktop
browser
GNU/Linux
Chrome
1,815
video_303978
10,074,955
2024-06-01 23:19:08+03:00
Moscow
smartphone
mobile app
Android
Rutube
2,313
video_44538
10,075,968
2024-06-01 14:20:11+03:00
Khabarovsk
smartphone
mobile app
Android
Rutube
1,980
video_260362
10,162,854
2024-06-01 15:40:40+03:00
Tomsk Oblast
smartphone
mobile app
Android
Rutube
3,610
video_200006
10,080,105
2024-06-01 14:08:37+03:00
St.-Petersburg
smartphone
mobile app
null
Rutube
1,420
video_97897
10,511,293
2024-06-01 15:18:56+03:00
Penza Oblast
smartphone
mobile app
Android
Rutube
2,490
video_170512
10,329,864
2024-06-01 00:18:03+03:00
Mariy-El Republic
smartphone
mobile app
Android
Rutube
2,400
video_111331
10,010,852
2024-06-01 00:07:55+03:00
Moscow
desktop
browser
Mac
Safari
4,432
video_362015
10,047,065
2024-06-01 21:02:42+03:00
St.-Petersburg
desktop
browser
Windows
Chrome
1,853
video_310422
10,415,586
2024-06-01 08:16:17+03:00
Leningradskaya Oblast'
smartphone
mobile app
Android
Rutube
51
video_263902
10,243,014
2024-06-01 02:56:42+03:00
Moscow
smartphone
mobile app
Android
Rutube
2,171
video_137295
10,038,151
2024-06-01 14:57:03+03:00
Stavropol Kray
smartphone
mobile app
Android
Rutube
390
video_344017
10,027,008
2024-06-01 21:14:57+03:00
Chuvashia
smartphone
mobile app
Android
Rutube
112
video_86331
10,012,270
2024-06-01 23:03:19+03:00
Moscow
desktop
browser
Windows
Yandex Browser
4,430
video_96775
10,028,137
2024-06-01 19:30:17+03:00
Moscow Oblast
smartphone
mobile app
Android
Rutube
709
video_290120
10,207,713
2024-06-01 20:09:27+03:00
Smolensk Oblast
tablet
mobile app
Android
Rutube
580
video_389504
10,439,600
2024-06-01 22:08:16+03:00
Chuvashia
smartphone
mobile app
Android
Rutube
6,279
video_376448
10,353,850
2024-06-01 14:46:29+03:00
Tambov Oblast
smartphone
mobile app
Android
Rutube
2,402
video_454157
10,035,889
2024-06-01 08:04:20+03:00
Novgorod Oblast
smartphone
mobile app
Android
Rutube
100
video_368790
10,225,840
2024-06-01 10:40:08+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
440
video_223232
10,222,222
2024-06-01 17:58:39+03:00
Moscow
smartphone
mobile app
Android
Rutube
6,312
video_42576
10,261,527
2024-06-01 17:41:31+03:00
Arkhangelskaya
smartphone
mobile app
Android
Rutube
881
video_241755
10,015,210
2024-06-01 09:21:56+03:00
Tatarstan Republic
smartphone
mobile app
Android
Rutube
3,551
video_409533
10,027,973
2024-06-01 05:13:23+03:00
Khakasiya Republic
smartphone
mobile app
Android
Rutube
1,139
video_241755
10,076,948
2024-06-01 06:39:30+03:00
Moscow
smartphone
mobile app
Android
Rutube
2,890
video_109186
10,180,265
2024-06-01 12:58:43+03:00
Tver Oblast
tablet
mobile app
Android
Rutube
60
video_474991
10,069,705
2024-06-01 00:26:27+03:00
Kursk Oblast
smartphone
mobile app
Android
Rutube
4,007
video_453969
10,830,301
2024-06-01 13:13:11+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
8,158
video_109515
10,301,902
2024-06-01 22:40:56+03:00
Sverdlovsk Oblast
smartphone
browser
Android
vivo Browser
1,133
video_96775
10,020,132
2024-06-01 15:23:13+03:00
Tatarstan Republic
smartphone
mobile app
Android
Rutube
91
video_61152
10,190,283
2024-06-01 21:40:54+03:00
Rostov
desktop
browser
Windows
Yandex Browser
102
video_345015
10,166,177
2024-06-01 20:28:00+03:00
Moscow
smartphone
mobile app
Android
Rutube
3,103
video_394597
10,079,384
2024-06-01 22:18:28+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
3,783
video_96775
10,091,867
2024-06-01 19:00:13+03:00
Ulyanovsk
smartphone
mobile app
null
Rutube
1,332
video_92467
10,199,771
2024-06-01 08:20:54+03:00
Moscow
smartphone
mobile app
Android
Rutube
2,471
video_381977
10,035,389
2024-06-01 00:07:47+03:00
Arkhangelskaya
smartphone
mobile app
Android
Rutube
2,324
video_160406
10,109,039
2024-06-01 00:17:00+03:00
Tatarstan Republic
desktop
browser
Windows
Chrome
2,376
video_425659
10,013,117
2024-06-01 16:53:57+03:00
Moscow
smartphone
mobile app
Android
Rutube
641
video_403377
10,031,676
2024-06-01 20:11:08+03:00
Tatarstan Republic
smartphone
mobile app
Android
Rutube
4,379
video_197559
10,096,843
2024-06-01 14:32:02+03:00
Leningradskaya Oblast'
tablet
browser
Android
Yandex Browser
2,563
video_61795
10,909,106
2024-06-01 21:41:42+03:00
Volgograd Oblast
desktop
browser
Windows
Yandex Browser
2,742
video_212329
10,031,898
2024-06-01 16:33:40+03:00
Irkutsk Oblast
tablet
mobile app
Android
Rutube
830
video_133074
10,050,175
2024-06-01 17:39:07+03:00
Moscow
desktop
browser
Windows
Chrome
4,499
video_38289
10,188,808
2024-06-01 01:45:53+03:00
St.-Petersburg
smartphone
mobile app
Android
Rutube
671
video_121432
10,027,378
2024-06-01 15:37:12+03:00
Krasnodar Krai
smartphone
mobile app
Android
Rutube
3,202
video_306964
10,169,190
2024-06-01 08:23:36+03:00
Bashkortostan Republic
smartphone
mobile app
Android
Rutube
4,459
video_405747
10,350,446
2024-06-01 15:06:07+03:00
Stavropol Kray
smartphone
mobile app
Android
Rutube
140
video_423475
10,027,008
2024-06-01 11:13:49+03:00
Krasnodar Krai
smartphone
mobile app
Android
Rutube
2,980
video_203843
10,253,202
2024-06-01 09:02:24+03:00
Rostov
smartphone
mobile app
Android
Rutube
2,551
video_455873
10,957,311
2024-06-01 00:50:43+03:00
Komi
smartphone
mobile app
Android
Rutube
666
video_161857
10,030,118
2024-06-01 22:53:45+03:00
Nizhny Novgorod Oblast
smartphone
mobile app
Android
Rutube
1,961
video_96775
10,144,843
2024-06-01 21:32:56+03:00
Leningradskaya Oblast'
smartphone
mobile app
Android
Rutube
3,136
video_96775
10,015,614
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