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hiiamkik
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kuai-rec-data

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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 54 new columns ({'collect_cnt', 'reduce_similar_cnt', 'comment_like_user_num', 'delete_comment_user_num', 'cancel_follow_cnt', 'double_click_cnt', 'report_cnt', 'long_time_play_user_num', 'video_width', 'valid_play_cnt', 'long_time_play_cnt', 'cancel_collect_user_num', 'video_type', 'like_user_num', 'reduce_similar_user_num', 'share_user_num', 'show_user_num', 'comment_cnt', 'show_cnt', 'play_cnt', 'author_id', 'collect_user_num', 'like_cnt', 'short_time_play_cnt', 'complete_play_cnt', 'visible_status', 'report_user_num', 'music_id', 'click_like_cnt', 'short_time_play_user_num', 'comment_stay_duration', 'direct_comment_cnt', 'follow_user_num', 'download_user_num', 'valid_play_user_num', 'complete_play_user_num', 'video_height', 'upload_type', 'comment_like_cnt', 'video_tag_id', 'delete_comment_cnt', 'cancel_like_user_num', 'download_cnt', 'upload_dt', 'video_tag_name', 'play_progress', 'cancel_like_cnt', 'cancel_follow_user_num', 'share_cnt', 'follow_cnt', 'comment_user_num', 'reply_comment_cnt', 'cancel_collect_cnt', 'play_user_num'}) and 4 missing columns ({'time', 'timestamp', 'watch_ratio', 'user_id'}).

This happened while the csv dataset builder was generating data using

/tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz, [/tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/big_matrix.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/big_matrix.csv.gz), /tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz), /tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/small_matrix.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/small_matrix.csv.gz)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              video_id: int64
              date: int64
              author_id: int64
              video_type: string
              upload_dt: string
              upload_type: string
              visible_status: string
              video_duration: double
              video_width: int64
              video_height: int64
              music_id: int64
              video_tag_id: int64
              video_tag_name: string
              show_cnt: int64
              show_user_num: int64
              play_cnt: int64
              play_user_num: int64
              play_duration: int64
              complete_play_cnt: int64
              complete_play_user_num: int64
              valid_play_cnt: int64
              valid_play_user_num: int64
              long_time_play_cnt: int64
              long_time_play_user_num: int64
              short_time_play_cnt: int64
              short_time_play_user_num: int64
              play_progress: double
              comment_stay_duration: int64
              like_cnt: int64
              like_user_num: int64
              click_like_cnt: int64
              double_click_cnt: int64
              cancel_like_cnt: int64
              cancel_like_user_num: int64
              comment_cnt: int64
              comment_user_num: int64
              direct_comment_cnt: int64
              reply_comment_cnt: int64
              delete_comment_cnt: int64
              delete_comment_user_num: int64
              comment_like_cnt: int64
              comment_like_user_num: int64
              follow_cnt: int64
              follow_user_num: int64
              cancel_follow_cnt: int64
              cancel_follow_user_num: int64
              share_cnt: int64
              share_user_num: int64
              download_cnt: int64
              download_user_num: int64
              report_cnt: int64
              report_user_num: int64
              reduce_similar_cnt: int64
              reduce_similar_user_num: int64
              collect_cnt: double
              collect_user_num: double
              cancel_collect_cnt: double
              cancel_collect_user_num: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 7642
              to
              {'user_id': Value('int64'), 'video_id': Value('int64'), 'play_duration': Value('int64'), 'video_duration': Value('int64'), 'time': Value('string'), 'date': Value('int64'), 'timestamp': Value('float64'), 'watch_ratio': Value('float64')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, 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 54 new columns ({'collect_cnt', 'reduce_similar_cnt', 'comment_like_user_num', 'delete_comment_user_num', 'cancel_follow_cnt', 'double_click_cnt', 'report_cnt', 'long_time_play_user_num', 'video_width', 'valid_play_cnt', 'long_time_play_cnt', 'cancel_collect_user_num', 'video_type', 'like_user_num', 'reduce_similar_user_num', 'share_user_num', 'show_user_num', 'comment_cnt', 'show_cnt', 'play_cnt', 'author_id', 'collect_user_num', 'like_cnt', 'short_time_play_cnt', 'complete_play_cnt', 'visible_status', 'report_user_num', 'music_id', 'click_like_cnt', 'short_time_play_user_num', 'comment_stay_duration', 'direct_comment_cnt', 'follow_user_num', 'download_user_num', 'valid_play_user_num', 'complete_play_user_num', 'video_height', 'upload_type', 'comment_like_cnt', 'video_tag_id', 'delete_comment_cnt', 'cancel_like_user_num', 'download_cnt', 'upload_dt', 'video_tag_name', 'play_progress', 'cancel_like_cnt', 'cancel_follow_user_num', 'share_cnt', 'follow_cnt', 'comment_user_num', 'reply_comment_cnt', 'cancel_collect_cnt', 'play_user_num'}) and 4 missing columns ({'time', 'timestamp', 'watch_ratio', 'user_id'}).
              
              This happened while the csv dataset builder was generating data using
              
              /tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz, [/tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/big_matrix.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/big_matrix.csv.gz), /tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/item_daily_features.csv.gz), /tmp/hf-datasets-cache/medium/datasets/31771238719614-config-parquet-and-info-hiiamkik-kuai-rec-data-5d08d8cf/hub/datasets--hiiamkik--kuai-rec-data/snapshots/9891fa8720f44965261fe32977fed1da77b90efd/small_matrix.csv.gz (origin=hf://datasets/hiiamkik/kuai-rec-data@9891fa8720f44965261fe32977fed1da77b90efd/small_matrix.csv.gz)]
              
              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.

user_id
int64
video_id
int64
play_duration
int64
video_duration
int64
time
string
date
int64
timestamp
float64
watch_ratio
float64
0
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2020-07-06 09:19:46.646
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796
11,534
2020-07-06 09:45:09.401
20,200,706
1,593,999,909.401
0.069013
0
6,834
14,202
12,867
2020-07-06 10:00:29.185
20,200,706
1,594,000,829.185
1.103754
0
8,256
746
8,117
2020-07-06 10:02:03.595
20,200,706
1,594,000,923.595
0.091906
0
133
14,377
5,848
2020-07-06 10:08:17.846
20,200,706
1,594,001,297.846
2.458447
0
8,283
12,387
6,967
2020-07-06 22:14:13.939
20,200,706
1,594,044,853.939
1.777953
0
9,667
850
10,550
2020-07-06 22:14:28.912
20,200,706
1,594,044,868.912
0.080569
0
254
14,737
9,934
2020-07-06 22:16:24.365
20,200,706
1,594,044,984.365
1.483491
0
9,659
848
16,384
2020-07-06 22:18:34.606
20,200,706
1,594,045,114.606
0.051758
0
6,854
851
6,000
2020-07-06 22:19:46.671
20,200,706
1,594,045,186.671
0.141833
0
5,331
13,460
11,434
2020-07-06 22:20:15.366
20,200,706
1,594,045,215.366
1.177191
0
9,653
13,838
10,967
2020-07-06 22:20:57.892
20,200,706
1,594,045,257.892
1.261785
0
6,767
13,324
10,534
2020-07-06 22:23:08.248
20,200,706
1,594,045,388.248
1.264857
0
5,326
13,849
11,167
2020-07-06 22:23:36.914
20,200,706
1,594,045,416.914
1.240172
0
3,714
13,238
9,067
2020-07-06 22:23:51.637
20,200,706
1,594,045,431.637
1.46002
0
2,040
13,276
10,000
2020-07-06 22:28:55.393
20,200,706
1,594,045,735.393
1.3276
0
3,725
0
10,688
2020-07-07 00:05:20.21
20,200,707
1,594,051,520.21
0
0
256
13,448
12,075
2020-07-07 00:05:42.817
20,200,707
1,594,051,542.817
1.113706
0
233
13,874
12,267
2020-07-07 00:07:08.999
20,200,707
1,594,051,628.999
1.131002
0
229
13,545
7,600
2020-07-07 00:07:38.738
20,200,707
1,594,051,658.738
1.782237
0
237
13,858
10,380
2020-07-07 00:08:21.538
20,200,707
1,594,051,701.538
1.335067
0
2,031
809
10,267
2020-07-07 00:09:05.872
20,200,707
1,594,051,745.872
0.078796
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