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quinnlue
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egen491

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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 7 new columns ({'bmi', 'smoker', 'expenses', 'sex', 'age', 'region', 'children'}) and 7 missing columns ({'margin_low', 'diagonal', 'length', 'height_right', 'is_genuine', 'margin_up', 'height_left'}).

This happened while the csv dataset builder was generating data using

hf://datasets/quinnlue/egen491/insurance.csv (at revision aa043fd028010f295ec5a13b4d38d152adfe0ec9), [/tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/fake_bills.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/fake_bills.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/insurance.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/insurance.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/mental_health_social_media_dataset.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/mental_health_social_media_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/sent_analysis.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/sent_analysis.csv)]

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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
              age: int64
              sex: string
              bmi: double
              children: int64
              smoker: string
              region: string
              expenses: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1032
              to
              {'is_genuine': Value('bool'), 'diagonal': Value('float64'), 'height_left': Value('float64'), 'height_right': Value('float64'), 'margin_low': Value('float64'), 'margin_up': Value('float64'), 'length': 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 1736, 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 1889, 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 7 new columns ({'bmi', 'smoker', 'expenses', 'sex', 'age', 'region', 'children'}) and 7 missing columns ({'margin_low', 'diagonal', 'length', 'height_right', 'is_genuine', 'margin_up', 'height_left'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/quinnlue/egen491/insurance.csv (at revision aa043fd028010f295ec5a13b4d38d152adfe0ec9), [/tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/fake_bills.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/fake_bills.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/insurance.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/insurance.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/mental_health_social_media_dataset.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/mental_health_social_media_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/94380239907831-config-parquet-and-info-quinnlue-egen491-bed2a4f5/hub/datasets--quinnlue--egen491/snapshots/aa043fd028010f295ec5a13b4d38d152adfe0ec9/sent_analysis.csv (origin=hf://datasets/quinnlue/egen491@aa043fd028010f295ec5a13b4d38d152adfe0ec9/sent_analysis.csv)]
              
              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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is_genuine
bool
diagonal
float64
height_left
float64
height_right
float64
margin_low
float64
margin_up
float64
length
float64
true
171.81
104.86
104.95
4.52
2.89
112.83
true
171.46
103.36
103.66
3.77
2.99
113.09
true
172.69
104.48
103.5
4.4
2.94
113.16
true
171.36
103.91
103.94
3.62
3.01
113.51
true
171.73
104.28
103.46
4.04
3.48
112.54
true
172.17
103.74
104.08
4.42
2.95
112.81
true
172.34
104.18
103.85
4.58
3.26
112.81
true
171.88
103.76
104.08
3.98
2.92
113.08
true
172.47
103.92
103.67
4
3.25
112.85
true
172.47
104.07
104.02
4.04
3.25
113.45
true
171.83
104.14
103.62
3.16
3.18
113.22
true
171.84
104.59
104
3.88
3.27
113.08
true
171.89
103.89
103.4
4.11
2.96
113.24
true
172.2
104.35
103.67
4.44
3.38
113.65
true
172.06
103.87
103.83
4.09
2.92
113.19
true
171.73
103.92
103.74
4.43
2.78
112.98
true
171.3
104.19
103.7
4.12
2.82
112.87
true
171.88
104.47
103.45
4.56
3.33
113.01
true
172.47
103.89
104.14
3.74
3.28
113.47
true
171.9
103.67
103.15
4.55
3.15
113.12
true
171.87
103.91
103.96
3.74
2.97
113.59
true
171.82
103.65
103.64
4.25
2.8
112.57
true
172.1
103.96
103.71
3.93
2.89
112.68
true
172.56
103.85
103.62
3.32
3.13
113.37
true
172.22
103.75
103.89
4.18
3.19
113.34
true
172.09
103.63
103.33
4.32
2.88
113.46
true
171.83
103.44
103.7
4.15
3.1
113.47
true
171.88
103.92
103.74
4.02
3.17
113.76
true
172.02
104.18
104.16
3.97
3.23
113.64
true
171.58
103.59
103.79
4.1
2.92
113.56
true
171.71
103.95
103.97
4
2.83
113.55
true
171.98
104.33
103.61
3.68
3.14
113.41
true
171.99
103.79
103.9
4.62
2.9
112.92
true
171.85
104.1
103.88
4.13
2.93
112.93
true
172.29
103.61
104.44
4.54
2.69
113.48
true
172.01
103.81
103.65
4.36
3.03
113.26
true
171.8
104.28
104.06
4.47
3.29
113.93
true
171.73
104.1
104.19
3.39
3.19
112.79
true
172
103.76
104.27
4.42
3.29
112.67
true
172.28
104.11
104.19
3.93
3.08
113.51
true
172.44
103.96
104.55
3.73
2.86
113.16
true
172.08
104.19
103.82
3.99
3.21
113.2
true
172.1
103.73
103.33
3.72
3.02
113.5
true
172.4
103.41
103.85
4.01
3.15
113.45
true
171.79
103.83
103.76
3.99
3.18
112.9
true
171.42
104.65
103.63
3.99
3.05
113.08
true
171.47
103.74
104.42
4.19
2.92
113.53
true
172.13
104.15
103.93
3.97
2.87
113.31
true
172.07
104.05
103.82
3.71
3.61
113.05
true
171.82
103.82
103.61
4.42
2.9
113.02
true
171.95
104.02
103.82
4.28
3
113.28
true
172.03
103.59
104.09
4.49
2.85
113.44
true
171.64
104.18
103.78
3.49
3.74
113.94
true
171.71
103.99
103.47
4.49
3.04
113.07
true
172.02
103.58
103.8
3.95
3.46
112.4
true
171.56
103.42
103.64
3.77
3.04
113.3
true
171.25
104.23
103.93
4.36
2.68
113.5
true
171.66
103.75
104.07
4.01
2.98
113.47
true
171.88
104.12
103.86
4.07
3.41
113.5
true
171.88
103.91
103.88
4.05
3.16
113.24
true
172.24
104.03
103.86
3.71
3.01
113.03
true
171.9
103.46
104.22
3.99
3
113.08
true
171.42
103.82
103.84
4.01
2.96
113.16
true
171.98
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4.14
2.75
113.13
true
171.79
103.91
103.94
3.44
2.96
113.39
true
172.08
104.49
103.96
4.38
3.14
113.42
true
172.41
104.1
104.27
3.8
3.31
112.68
true
172.33
103.97
103.66
3.97
3.07
112.97
true
171.6
103.55
103.74
3.79
2.86
112.82
true
171.98
104.16
103.76
4.08
2.94
113.08
true
171.81
103.84
103.66
4.35
2.93
112.97
true
171.84
103.59
103.98
4.09
3.05
113.09
true
171.94
103.89
103.45
null
3.25
112.79
true
171.35
103.58
103.59
4.08
2.85
114.09
true
172.49
103.69
103.79
3.81
2.77
113.09
true
172.26
103.85
103.7
4.16
3.2
112.35
true
171.65
103.3
103.55
4.14
3.37
112.87
true
171.84
104.09
103.03
4.11
2.77
113.18
true
171.71
103.43
103.61
4.11
2.97
112.95
true
171.58
103.71
103.57
4.49
3.14
113.65
true
171.89
103.42
103.35
4.92
3.02
113.2
true
171.85
103.87
103.27
4.09
2.95
113.09
true
172.08
103.93
103.85
4.3
3.26
113.65
true
172.52
104.32
103.86
3.7
3.14
113.36
true
171.85
103.91
103.91
4.5
3.21
113.09
true
171.98
104.32
103.71
4.25
3.06
113.46
true
172.01
104.58
103.89
3.96
2.87
113.28
true
171.7
103.75
103.4
4.47
3.28
113.57
true
171.93
103.65
103.56
4.12
2.77
112.95
true
171.94
103.49
103.82
4.24
3.19
113.05
true
171.81
103.76
103.61
4.31
3.08
112.74
true
172.08
104.01
104.5
4.3
2.97
113.05
true
171.81
104.14
103.35
4.03
3.03
112.83
true
172.05
103.75
103.98
4.1
3.12
113.27
true
172.34
104.26
103.76
4.01
3.17
113.28
true
172
103.83
103.82
4.64
3.32
113
true
171.57
104.61
103.91
4.49
3.16
113.42
true
171.86
103.6
103.99
3.65
3.15
113.56
true
171.54
103.75
103.62
4.59
2.85
113.44
true
171.93
104.07
104.18
null
3.14
113.08
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