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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 10 new columns ({'x9', 'x6', 'x2', 'x10', 'x3', 'x7', 'x8', 'x1', 'x4', 'x5'}) and 12 missing columns ({'Weight_(inc._batteries)', 'Release_date', 'Effective_pixels', 'Normal_focus_range', 'Model', 'Storage_included', 'Max_resolution', 'Low_resolution', 'Macro_focus_range', 'Zoom_wide_(W)', 'Dimensions', 'Zoom_tele_(T)'}).
This happened while the csv dataset builder was generating data using
hf://datasets/stable-ai/bcco_reg/bcco_reg/2dplanes/2dplanes_train.csv (at revision 650bb720ac58f067203b4c323d28344a48a7fa08)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
x1: double
x2: double
x3: double
x4: double
x5: double
x6: double
x7: double
x8: double
x9: double
x10: double
target: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1428
to
{'Model': Value('string'), 'Release_date': Value('int64'), 'Max_resolution': Value('float64'), 'Low_resolution': Value('float64'), 'Effective_pixels': Value('int64'), 'Zoom_wide_(W)': Value('int64'), 'Zoom_tele_(T)': Value('float64'), 'Normal_focus_range': Value('int64'), 'Macro_focus_range': Value('float64'), 'Storage_included': Value('float64'), 'Weight_(inc._batteries)': Value('float64'), 'Dimensions': Value('float64'), 'target': 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 1455, 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 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 10 new columns ({'x9', 'x6', 'x2', 'x10', 'x3', 'x7', 'x8', 'x1', 'x4', 'x5'}) and 12 missing columns ({'Weight_(inc._batteries)', 'Release_date', 'Effective_pixels', 'Normal_focus_range', 'Model', 'Storage_included', 'Max_resolution', 'Low_resolution', 'Macro_focus_range', 'Zoom_wide_(W)', 'Dimensions', 'Zoom_tele_(T)'}).
This happened while the csv dataset builder was generating data using
hf://datasets/stable-ai/bcco_reg/bcco_reg/2dplanes/2dplanes_train.csv (at revision 650bb720ac58f067203b4c323d28344a48a7fa08)
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.
Model
string | Release_date
int64 | Max_resolution
float64 | Low_resolution
float64 | Effective_pixels
int64 | Zoom_wide_(W)
int64 | Zoom_tele_(T)
float64 | Normal_focus_range
int64 | Macro_focus_range
float64 | Storage_included
float64 | Weight_(inc._batteries)
float64 | Dimensions
float64 | target
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Fujifilm FinePix F40 fd
| 2,007
| 3,296
| 2,304
| 8
| 36
| 108
| 45
| 7
| 25
| 181
| 96
| 199
|
Kodak DC4800
| 2,000
| 2,160
| 1,800
| 3
| 28
| 84
| 50
| 20
| 16
| 320
| 120
| 129
|
Olympus C-21
| 1,999
| 1,600
| 1,024
| 1
| 38
| 38
| 60
| 15
| 8
| 190
| 107
| 1,699
|
Nikon Coolpix L10
| 2,007
| 2,560
| 2,048
| 4
| 37
| 112
| 40
| 15
| 7
| 165
| 90
| 99
|
Canon PowerShot A10
| 2,001
| 1,280
| 1,024
| 1
| 35
| 105
| 76
| 16
| 8
| 375
| 110
| 139
|
Samsung Digimax V40
| 2,004
| 2,272
| 2,048
| 3
| 35
| 113
| 80
| 5
| 0
| 230
| 106
| 229
|
Epson PhotoPC 700
| 1,998
| 1,280
| 640
| 1
| 35
| 35
| 50
| 10
| 4
| 0
| 0
| 229
|
Pentax Optio S40
| 2,004
| 2,304
| 1,600
| 4
| 35
| 105
| 40
| 6
| 11
| 175
| 89
| 149
|
Canon PowerShot S230
| 2,002
| 2,048
| 1,600
| 3
| 35
| 70
| 47
| 10
| 16
| 250
| 87
| 199
|
Sony DSC-T3
| 2,004
| 2,592
| 2,048
| 5
| 38
| 114
| 50
| 8
| 32
| 186
| 90
| 399
|
Nikon Coolpix L6
| 2,006
| 2,816
| 2,048
| 6
| 38
| 116
| 30
| 10
| 23
| 175
| 91
| 99
|
Olympus IR-300
| 2,005
| 2,560
| 2,048
| 4
| 38
| 114
| 50
| 5
| 15
| 160
| 99
| 129
|
Fujifilm FinePix E500 Zoom
| 2,004
| 2,304
| 1,600
| 4
| 28
| 91
| 60
| 6
| 16
| 226
| 101
| 169
|
HP Photosmart M527
| 2,006
| 2,800
| 2,288
| 6
| 38
| 114
| 50
| 12
| 16
| 227
| 99
| 179
|
Fujifilm FinePix 2800 Zoom
| 2,001
| 1,600
| 1,280
| 1
| 38
| 228
| 80
| 10
| 16
| 360
| 95
| 169
|
Pentax Optio 330GS
| 2,002
| 2,048
| 1,600
| 3
| 38
| 114
| 4
| 5
| 16
| 230
| 104
| 269
|
Kodak DX3900
| 2,001
| 2,160
| 1,800
| 3
| 35
| 70
| 50
| 7
| 8
| 260
| 116
| 129
|
Pentax *ist DS
| 2,004
| 3,008
| 2,400
| 6
| 0
| 0
| 0
| 0
| 0
| 605
| 125
| 799
|
Fujifilm FinePix A330
| 2,004
| 2,016
| 1,600
| 3
| 38
| 114
| 60
| 10
| 16
| 160
| 104
| 169
|
Sony Mavica CD200
| 2,001
| 1,600
| 1,024
| 1
| 39
| 117
| 50
| 3
| 8
| 620
| 144
| 1,399
|
Sony DSC-S75
| 2,001
| 2,048
| 1,600
| 3
| 34
| 102
| 50
| 4
| 8
| 444
| 125
| 149
|
Samsung Digimax 130
| 2,002
| 1,280
| 640
| 1
| 43
| 43
| 80
| 40
| 8
| 250
| 106
| 299
|
Casio QV-8000SX
| 1,999
| 1,280
| 640
| 1
| 40
| 320
| 40
| 1
| 8
| 320
| 141
| 249
|
Sony DSC-U60
| 2,003
| 1,632
| 640
| 2
| 33
| 33
| 10
| 10
| 8
| 200
| 60
| 149
|
Nikon D2Xs
| 2,006
| 4,288
| 3,216
| 12
| 0
| 0
| 0
| 0
| 0
| 1,200
| 158
| 4,699
|
Olympus FE-290
| 2,007
| 3,072
| 2,048
| 7
| 28
| 112
| 40
| 5
| 6
| 142
| 98
| 129
|
Olympus D-560 Zoom
| 2,003
| 2,048
| 1,024
| 3
| 35
| 105
| 50
| 20
| 16
| 220
| 108
| 449
|
Kodak C653
| 2,007
| 2,848
| 2,304
| 6
| 36
| 108
| 60
| 10
| 22
| 195
| 89
| 126
|
Sony DSC-D700
| 1,998
| 1,344
| 640
| 1
| 28
| 140
| 20
| 0
| 8
| 900
| 130
| 149
|
Canon PowerShot 350
| 1,997
| 640
| 0
| 0
| 42
| 42
| 70
| 3
| 2
| 320
| 93
| 149
|
Casio Exilim EX-Z77
| 2,007
| 3,072
| 2,560
| 7
| 38
| 114
| 40
| 10
| 11
| 128
| 95
| 199
|
Pentax Optio 430RS
| 2,002
| 2,240
| 1,120
| 3
| 37
| 111
| 40
| 14
| 16
| 240
| 92
| 269
|
Nikon Coolpix 5700
| 2,002
| 2,560
| 1,600
| 4
| 35
| 280
| 50
| 3
| 32
| 512
| 108
| 229
|
HP Photosmart M437
| 2,007
| 2,576
| 0
| 5
| 38
| 114
| 50
| 10
| 16
| 190
| 95
| 179
|
Nikon Coolpix P4
| 2,006
| 3,264
| 2,592
| 8
| 36
| 126
| 30
| 4
| 23
| 200
| 92
| 229
|
Kodak Z885
| 2,007
| 3,264
| 2,592
| 8
| 36
| 180
| 60
| 7
| 32
| 211
| 90
| 146
|
Ricoh Caplio RR530
| 2,005
| 2,560
| 2,048
| 4
| 32
| 96
| 30
| 1
| 12
| 190
| 91
| 399
|
Olympus C-770 UZ
| 2,004
| 2,288
| 2,048
| 3
| 38
| 380
| 60
| 7
| 32
| 310
| 105
| 449
|
Kodak DC240
| 1,999
| 1,280
| 640
| 1
| 39
| 117
| 50
| 25
| 8
| 420
| 133
| 129
|
Olympus D-450 Zoom
| 1,999
| 1,280
| 640
| 1
| 35
| 105
| 80
| 20
| 8
| 320
| 127
| 129
|
Sony DSC-U50
| 2,003
| 1,632
| 640
| 2
| 33
| 33
| 10
| 10
| 8
| 132
| 100
| 149
|
Olympus C-8080 Wide Zoom
| 2,004
| 3,264
| 2,592
| 8
| 28
| 140
| 80
| 5
| 32
| 724
| 124
| 179
|
Panasonic Lumix DMC-FX7
| 2,004
| 2,560
| 2,048
| 4
| 35
| 105
| 50
| 5
| 16
| 153
| 94
| 1,499
|
Pentax Optio SVi
| 2,005
| 2,560
| 2,048
| 5
| 36
| 180
| 60
| 3
| 32
| 165
| 91
| 149
|
Olympus D-535 Zoom
| 2,004
| 2,048
| 1,600
| 3
| 38
| 114
| 50
| 2
| 12
| 190
| 88
| 449
|
Pentax *ist DL2
| 2,006
| 3,008
| 2,400
| 6
| 0
| 0
| 0
| 0
| 0
| 565
| 125
| 799
|
Panasonic Lumix DMC-FX8
| 2,005
| 2,560
| 2,560
| 5
| 35
| 105
| 50
| 5
| 16
| 155
| 94
| 1,499
|
Casio QV-2400UX
| 2,001
| 1,600
| 800
| 1
| 41
| 123
| 10
| 1
| 8
| 245
| 67
| 249
|
Fujifilm FinePix A340
| 2,004
| 2,272
| 1,600
| 4
| 38
| 114
| 60
| 10
| 16
| 160
| 104
| 169
|
Sony DSC-R1
| 2,005
| 3,888
| 3,264
| 10
| 24
| 120
| 0
| 0
| 0
| 995
| 139
| 429
|
Sony Mavica CD350
| 2,003
| 2,048
| 1,632
| 3
| 41
| 123
| 50
| 10
| 1
| 522
| 132
| 1,399
|
Fujifilm Finepix 30i
| 2,001
| 1,600
| 1,280
| 1
| 38
| 38
| 60
| 8
| 16
| 200
| 85
| 199
|
Canon PowerShot S20
| 2,000
| 2,048
| 1,024
| 3
| 32
| 64
| 66
| 12
| 16
| 320
| 106
| 399
|
Casio Exilim EX-Z55
| 2,004
| 2,560
| 2,048
| 5
| 35
| 105
| 50
| 6
| 9
| 180
| 87
| 329
|
HP Photosmart 435
| 2,003
| 2,048
| 640
| 3
| 36
| 36
| 85
| 85
| 16
| 190
| 117
| 179
|
Kyocera Finecam SL300R
| 2,003
| 2,048
| 1,600
| 3
| 35
| 115
| 60
| 20
| 16
| 175
| 100
| 229
|
Kodak CX7220
| 2,004
| 0
| 0
| 2
| 37
| 78
| 50
| 60
| 16
| 195
| 104
| 129
|
Nikon Coolpix S5
| 2,006
| 2,816
| 2,048
| 6
| 35
| 105
| 30
| 4
| 21
| 165
| 93
| 229
|
Kodak DCS 14n
| 2,002
| 4,536
| 3,024
| 13
| 0
| 0
| 0
| 0
| 0
| 1,000
| 131
| 129
|
Canon PowerShot A75
| 2,004
| 2,048
| 1,600
| 3
| 35
| 105
| 46
| 5
| 32
| 315
| 101
| 139
|
Olympus E-20
| 2,001
| 2,560
| 1,792
| 4
| 35
| 140
| 60
| 20
| 16
| 1,190
| 129
| 1,699
|
Casio Exilim EX-V8
| 2,007
| 3,264
| 2,816
| 8
| 38
| 266
| 40
| 10
| 11
| 199
| 96
| 299
|
Olympus C-4000 Zoom
| 2,002
| 2,288
| 2,048
| 3
| 32
| 96
| 80
| 2
| 16
| 400
| 110
| 129
|
HP Photosmart 945
| 2,003
| 2,608
| 1,296
| 5
| 37
| 300
| 50
| 10
| 32
| 500
| 123
| 179
|
Nikon Coolpix 3500
| 2,002
| 2,048
| 1,600
| 3
| 37
| 111
| 30
| 4
| 8
| 250
| 114
| 229
|
Olympus FE-150
| 2,006
| 2,560
| 2,048
| 5
| 32
| 96
| 50
| 6
| 9
| 175
| 90
| 129
|
Nikon Coolpix P1
| 2,005
| 3,264
| 2,592
| 8
| 35
| 126
| 50
| 4
| 32
| 185
| 91
| 99
|
Ricoh RDC-7
| 2,000
| 2,048
| 1,024
| 3
| 35
| 105
| 24
| 1
| 8
| 320
| 135
| 1,699
|
Agfa ePhoto 1280
| 1,997
| 1,024
| 640
| 0
| 38
| 114
| 70
| 40
| 4
| 420
| 95
| 179
|
Pentax EI-2000
| 2,000
| 1,600
| 800
| 1
| 34
| 108
| 50
| 10
| 16
| 630
| 144
| 509
|
Kodak DC265
| 1,999
| 1,536
| 768
| 1
| 38
| 115
| 30
| 0
| 16
| 550
| 118
| 129
|
HP Photosmart C315
| 2,000
| 1,600
| 640
| 1
| 38
| 38
| 30
| 30
| 8
| 280
| 128
| 179
|
Samsung i70
| 2,007
| 3,072
| 2,592
| 7
| 38
| 114
| 80
| 5
| 20
| 180
| 90
| 199
|
Olympus C-3020 Zoom
| 2,001
| 2,048
| 1,600
| 3
| 32
| 96
| 80
| 20
| 8
| 380
| 109
| 1,699
|
Panasonic Lumix DMC-FX1
| 2,003
| 2,048
| 1,600
| 3
| 35
| 105
| 50
| 10
| 16
| 185
| 0
| 1,499
|
Sony Mavica FD-75
| 2,001
| 640
| 320
| 0
| 40
| 400
| 1
| 1
| 1
| 580
| 138
| 1,399
|
Sony DSC-U40
| 2,003
| 1,632
| 640
| 2
| 33
| 33
| 10
| 10
| 8
| 130
| 83
| 149
|
Kodak LS753
| 2,004
| 2,569
| 0
| 5
| 36
| 108
| 60
| 12
| 32
| 220
| 108
| 126
|
Casio QV-5500SX
| 1,999
| 1,280
| 640
| 1
| 36
| 36
| 30
| 10
| 8
| 320
| 131
| 249
|
Casio Exilim EX-S100
| 2,004
| 2,048
| 1,600
| 3
| 36
| 102
| 40
| 17
| 9
| 123
| 88
| 249
|
Kodak Z7590
| 2,005
| 2,576
| 2,576
| 5
| 38
| 380
| 60
| 12
| 32
| 400
| 97
| 126
|
Nikon Coolpix 100
| 1,997
| 512
| 320
| 0
| 52
| 52
| 23
| 14
| 1
| 200
| 60
| 229
|
Panasonic Lumix DMC-FZ30
| 2,005
| 3,264
| 2,560
| 8
| 35
| 420
| 30
| 5
| 32
| 740
| 141
| 299
|
Sony DSC-P8
| 2,003
| 2,048
| 1,632
| 3
| 39
| 117
| 50
| 10
| 16
| 206
| 105
| 429
|
Canon PowerShot S45
| 2,002
| 2,272
| 1,600
| 3
| 35
| 105
| 50
| 10
| 32
| 323
| 112
| 139
|
Sony DSC-W100
| 2,006
| 3,264
| 2,592
| 8
| 38
| 114
| 50
| 6
| 64
| 192
| 94
| 149
|
Casio QV-R41
| 2,004
| 2,304
| 2,240
| 3
| 39
| 117
| 60
| 10
| 9
| 198
| 88
| 249
|
Kodak C875
| 2,006
| 3,264
| 2,560
| 8
| 37
| 185
| 60
| 10
| 32
| 225
| 91
| 126
|
Fujifilm FinePix S6000 fd
| 2,006
| 2,848
| 2,048
| 6
| 28
| 300
| 40
| 10
| 10
| 700
| 131
| 399
|
Sony DSC-P5
| 2,001
| 2,048
| 1,600
| 3
| 39
| 117
| 50
| 10
| 8
| 214
| 113
| 429
|
Canon PowerShot G6
| 2,004
| 3,072
| 2,592
| 7
| 35
| 140
| 50
| 5
| 32
| 467
| 105
| 499
|
Fujifilm MX-2700
| 1,999
| 1,800
| 1,280
| 2
| 35
| 35
| 50
| 9
| 4
| 260
| 80
| 169
|
Casio Exilim EX-S880
| 2,007
| 3,264
| 2,816
| 8
| 38
| 114
| 50
| 15
| 10
| 138
| 94.5
| 249
|
Fujifilm FinePix S5 Pro
| 2,006
| 4,256
| 3,024
| 6
| 0
| 0
| 0
| 0
| 0
| 920
| 147
| 1,699
|
Nikon Coolpix 2500
| 2,002
| 1,600
| 1,280
| 1
| 37
| 111
| 30
| 4
| 8
| 250
| 114
| 229
|
HP Photosmart M407
| 2,004
| 2,320
| 1,280
| 4
| 40
| 111
| 50
| 10
| 16
| 190
| 95
| 179
|
Casio Exilim EX-Z40
| 2,004
| 2,304
| 1,600
| 4
| 35
| 105
| 40
| 6
| 9
| 150
| 87
| 329
|
Olympus Stylus 410
| 2,004
| 2,272
| 2,048
| 3
| 35
| 105
| 50
| 20
| 16
| 200
| 99
| 229
|
Olympus D-520 Zoom
| 2,002
| 1,600
| 1,024
| 1
| 35
| 105
| 50
| 20
| 8
| 220
| 112
| 449
|
Olympus Stylus 760
| 2,007
| 3,072
| 2,560
| 7
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