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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 8 new columns ({'Gauge Location', 'Flood Water Level', 'Data Type', 'Observed Water Level', 'Status', 'Title', 'Water Body', 'Observation Datetime'}) and 13 missing columns ({'Humidity', 'Temp max (F)', 'Wind speed (Mph)', 'Precipitation (In)', 'Date & Time', 'Temp min (F)', 'Precip Type', 'Wind gust (Mph)', 'Temperature (F)', 'Wind direction (cardinal)', 'ESZ', 'CAD 911 Number', 'Zone Number'}).

This happened while the csv dataset builder was generating data using

hf://datasets/chucas/peregrinehacks/02_water_river.csv (at revision 6c6250f872c33f7ebf25957f1f6cfac8458d712c)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Title: string
              Data Type: string
              Latitude/Longitude: string
              Observation Datetime: string
              Status: string
              Gauge Location: string
              Water Body: string
              Observed Water Level: double
              Flood Water Level: double
              Event: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1513
              to
              {'Latitude/Longitude': Value(dtype='string', id=None), 'Temperature (F)': Value(dtype='int64', id=None), 'Temp min (F)': Value(dtype='int64', id=None), 'Temp max (F)': Value(dtype='int64', id=None), 'Precipitation (In)': Value(dtype='float64', id=None), 'Precip Type': Value(dtype='string', id=None), 'Humidity': Value(dtype='float64', id=None), 'Wind speed (Mph)': Value(dtype='float64', id=None), 'Wind gust (Mph)': Value(dtype='float64', id=None), 'Wind direction (cardinal)': Value(dtype='float64', id=None), 'CAD 911 Number': Value(dtype='string', id=None), 'Zone Number': Value(dtype='string', id=None), 'ESZ': Value(dtype='int64', id=None), 'Date & Time': Value(dtype='string', id=None), 'Event': Value(dtype='string', 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 1438, 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 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 8 new columns ({'Gauge Location', 'Flood Water Level', 'Data Type', 'Observed Water Level', 'Status', 'Title', 'Water Body', 'Observation Datetime'}) and 13 missing columns ({'Humidity', 'Temp max (F)', 'Wind speed (Mph)', 'Precipitation (In)', 'Date & Time', 'Temp min (F)', 'Precip Type', 'Wind gust (Mph)', 'Temperature (F)', 'Wind direction (cardinal)', 'ESZ', 'CAD 911 Number', 'Zone Number'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/chucas/peregrinehacks/02_water_river.csv (at revision 6c6250f872c33f7ebf25957f1f6cfac8458d712c)
              
              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.

Latitude/Longitude
string
Temperature (F)
int64
Temp min (F)
int64
Temp max (F)
int64
Precipitation (In)
float64
Precip Type
null
Humidity
float64
Wind speed (Mph)
float64
Wind gust (Mph)
float64
Wind direction (cardinal)
float64
CAD 911 Number
string
Zone Number
string
ESZ
int64
Date & Time
string
Event
string
27.51337266681446/-82.7160042494716
69
69
86
0
null
83.49
6.1
14.1
50
W80
W80
380
2024-10-31 20:00:00
Non-hurricane
27.45564167051887/-82.57125875181734
69
68
87
0
null
83.96
4.9
9.8
50
W20
W20
320
2024-10-31 20:00:00
Non-hurricane
27.58244732780023/-82.47046351483293
69
69
86
0
null
83.66
6.4
9.8
50
N30
N30
530
2024-10-31 20:00:00
Non-hurricane
27.4079906908935/-82.49381870885438
69
68
87
0
null
83.93
4.8
9.8
50
E60
E60
160
2024-10-31 20:00:00
Non-hurricane
27.57521237910287/-82.52810297841918
69
69
86
0
null
83.5
6.4
9.8
50
N20
N20
520
2024-10-31 20:00:00
Non-hurricane
27.43756032249264/-82.56105489081881
69
68
87
0
null
83.96
4.8
9.8
50
W30
W30
330
2024-10-31 20:00:00
Non-hurricane
27.48566734980852/-82.57935903047095
69
68
86
0
null
83.88
5.1
9.8
50
W10
W10
310
2024-10-31 20:00:00
Non-hurricane
27.48534636382016/-82.54659978322104
69
68
86
0
null
83.9
5.1
9.8
50
E10
E10
110
2024-10-31 20:00:00
Non-hurricane
27.44964845888914/-82.63872640241588
69
68
87
0
null
83.89
5.1
14.1
50
W50
W50
350
2024-10-31 20:00:00
Non-hurricane
27.55013563136573/-82.17022585799779
67
67
87
0
null
85.41
5.2
8.9
50
N50
N50
550
2024-10-31 20:00:00
Non-hurricane
27.4113915222411/-82.63641742330496
69
68
87
0
null
83.86
4.9
14.1
50
W95
W95
395
2024-10-31 20:00:00
Non-hurricane
27.52844207484047/-82.73131060040626
70
69
86
0
null
83.38
6.3
14.1
50
W70
W70
370
2024-10-31 20:00:00
Non-hurricane
27.46814086298033/-82.70183801706406
69
68
86
0
null
83.71
5.6
14.1
50
W90
W90
399
2024-10-31 20:00:00
Non-hurricane
27.40958230929196/-82.56607332708364
69
68
87
0
null
84
4.7
9.8
50
E30
E30
130
2024-10-31 20:00:00
Non-hurricane
27.43718857770742/-82.49526276632398
69
68
87
0
null
83.89
4.8
9.8
50
E50
E50
150
2024-10-31 20:00:00
Non-hurricane
27.41355422392606/-82.42773936740639
69
68
86
0
null
83.74
5
9.8
50
N80
N80
580
2024-10-31 20:00:00
Non-hurricane
27.4920066298147/-82.50196786939364
69
68
86
0
null
83.88
5.2
9.8
50
E40
E40
140
2024-10-31 20:00:00
Non-hurricane
27.42519527588937/-82.593902809873
69
68
87
0
null
83.95
4.8
9.8
50
W40
W40
340
2024-10-31 20:00:00
Non-hurricane
27.50413881751056/-82.64579861863763
69
68
86
0
null
83.69
5.6
14.1
50
W60
W60
360
2024-10-31 20:00:00
Non-hurricane
27.34076849562474/-82.154246879885
69
68
87
0
null
85.07
6
10.5
46
N60
N60
560
2024-10-31 20:00:00
Non-hurricane
27.51631940991088/-82.32950123468633
69
68
86
0
null
83.92
5.9
8.9
50
N40
N40
540
2024-10-31 20:00:00
Non-hurricane
27.57521237910287/-82.58438613832386
70
69
86
0
null
83.32
6.5
9.8
50
N10
N10
510
2024-10-31 20:00:00
Non-hurricane
27.42497082223545/-82.53885956314242
69
68
87
0
null
83.98
4.7
9.8
50
E20
E20
120
2024-10-31 20:00:00
Non-hurricane
27.48091629798749/-82.43623531900593
69
68
86
0
null
83.89
5.4
9.8
50
N70
N70
570
2024-10-31 20:00:00
Non-hurricane
27.4920066298147/-82.50196786939364
71
68
86
0
null
78.98
5
10.1
50
E40
E40
140
2024-10-31 19:00:00
Non-hurricane
27.42497082223545/-82.53885956314242
71
68
87
0
null
78.73
4.7
10.1
50
E20
E20
120
2024-10-31 19:00:00
Non-hurricane
27.43756032249264/-82.56105489081881
71
68
87
0
null
78.77
4.8
10.1
50
W30
W30
330
2024-10-31 19:00:00
Non-hurricane
27.42519527588937/-82.593902809873
71
68
87
0
null
78.79
4.8
10.1
50
W40
W40
340
2024-10-31 19:00:00
Non-hurricane
27.48534636382016/-82.54659978322104
71
68
86
0
null
78.91
5
10.1
50
E10
E10
110
2024-10-31 19:00:00
Non-hurricane
27.44964845888914/-82.63872640241588
71
68
87
0
null
78.91
5
14.5
50
W50
W50
350
2024-10-31 19:00:00
Non-hurricane
27.43718857770742/-82.49526276632398
71
68
87
0
null
78.72
4.8
10.1
50
E50
E50
150
2024-10-31 19:00:00
Non-hurricane
27.48566734980852/-82.57935903047095
71
68
86
0
null
78.92
5
10.1
50
W10
W10
310
2024-10-31 19:00:00
Non-hurricane
27.58244732780023/-82.47046351483293
71
69
86
0
null
79.54
5.8
10.1
50
N30
N30
530
2024-10-31 19:00:00
Non-hurricane
27.52844207484047/-82.73131060040626
71
69
86
0
null
79.21
6
14.5
50
W70
W70
370
2024-10-31 19:00:00
Non-hurricane
27.48091629798749/-82.43623531900593
71
68
86
0
null
79.07
5.1
10.1
50
N70
N70
570
2024-10-31 19:00:00
Non-hurricane
27.41355422392606/-82.42773936740639
71
68
86
0
null
78.71
5
10.1
50
N80
N80
580
2024-10-31 19:00:00
Non-hurricane
27.51337266681446/-82.7160042494716
71
69
86
0
null
79.17
5.8
14.5
50
W80
W80
380
2024-10-31 19:00:00
Non-hurricane
27.34076849562474/-82.154246879885
69
68
87
0
null
83.1
5.1
10.7
50
N60
N60
560
2024-10-31 19:00:00
Non-hurricane
27.46814086298033/-82.70183801706406
71
68
86
0
null
79.05
5.3
14.5
50
W90
W90
399
2024-10-31 19:00:00
Non-hurricane
27.51631940991088/-82.32950123468633
71
68
86
0
null
79.5
5.4
8.9
50
N40
N40
540
2024-10-31 19:00:00
Non-hurricane
27.50413881751056/-82.64579861863763
71
68
86
0
null
79.05
5.4
14.5
50
W60
W60
360
2024-10-31 19:00:00
Non-hurricane
27.55013563136573/-82.17022585799779
69
67
87
0
null
80.49
4.1
8.9
50
N50
N50
550
2024-10-31 19:00:00
Non-hurricane
27.40958230929196/-82.56607332708364
71
68
87
0
null
78.87
4.7
10.1
50
E30
E30
130
2024-10-31 19:00:00
Non-hurricane
27.57521237910287/-82.52810297841918
71
69
86
0
null
79.37
5.9
10.1
50
N20
N20
520
2024-10-31 19:00:00
Non-hurricane
27.4113915222411/-82.63641742330496
71
68
87
0
null
78.76
4.9
14.5
50
W95
W95
395
2024-10-31 19:00:00
Non-hurricane
27.4079906908935/-82.49381870885438
71
68
87
0
null
78.72
4.8
10.1
50
E60
E60
160
2024-10-31 19:00:00
Non-hurricane
27.45564167051887/-82.57125875181734
71
68
87
0
null
78.84
4.8
10.1
50
W20
W20
320
2024-10-31 19:00:00
Non-hurricane
27.57521237910287/-82.58438613832386
71
69
86
0
null
79.29
6.1
10.1
50
N10
N10
510
2024-10-31 19:00:00
Non-hurricane
27.51631940991088/-82.32950123468633
71
68
86
0
null
76.73
6.6
8.7
72
N40
N40
540
2024-10-31 18:00:00
Non-hurricane
27.44964845888914/-82.63872640241588
71
68
87
0
null
74.1
6.1
15.2
71
W50
W50
350
2024-10-31 18:00:00
Non-hurricane
27.57521237910287/-82.52810297841918
71
69
86
0
null
77.05
7.1
10.3
73
N20
N20
520
2024-10-31 18:00:00
Non-hurricane
27.4920066298147/-82.50196786939364
71
68
86
0
null
74.53
6.2
10.3
71
E40
E40
140
2024-10-31 18:00:00
Non-hurricane
27.58244732780023/-82.47046351483293
71
69
86
0
null
77.43
7
10.3
73
N30
N30
530
2024-10-31 18:00:00
Non-hurricane
27.4113915222411/-82.63641742330496
72
68
87
0
null
73.52
6
15.2
70
W95
W95
395
2024-10-31 18:00:00
Non-hurricane
27.42497082223545/-82.53885956314242
72
68
87
0
null
73.35
5.8
10.3
70
E20
E20
120
2024-10-31 18:00:00
Non-hurricane
27.48566734980852/-82.57935903047095
71
68
86
0
null
74.25
6.1
10.3
71
W10
W10
310
2024-10-31 18:00:00
Non-hurricane
27.40958230929196/-82.56607332708364
71
68
87
0
null
73.33
5.8
10.3
70
E30
E30
130
2024-10-31 18:00:00
Non-hurricane
27.42519527588937/-82.593902809873
72
68
87
0
null
73.4
5.9
10.3
70
W40
W40
340
2024-10-31 18:00:00
Non-hurricane
27.41355422392606/-82.42773936740639
72
68
86
0
null
73.69
6.2
10.3
71
N80
N80
580
2024-10-31 18:00:00
Non-hurricane
27.43756032249264/-82.56105489081881
72
68
87
0
null
73.38
5.9
10.3
70
W30
W30
330
2024-10-31 18:00:00
Non-hurricane
27.55013563136573/-82.17022585799779
70
67
87
0
null
77.97
5.3
8.7
70
N50
N50
550
2024-10-31 18:00:00
Non-hurricane
27.50413881751056/-82.64579861863763
71
68
86
0
null
75.21
6.5
15.2
72
W60
W60
360
2024-10-31 18:00:00
Non-hurricane
27.43718857770742/-82.49526276632398
72
68
87
0
null
73.48
6
10.3
70
E50
E50
150
2024-10-31 18:00:00
Non-hurricane
27.51337266681446/-82.7160042494716
72
69
86
0
null
76.13
6.9
15.2
73
W80
W80
380
2024-10-31 18:00:00
Non-hurricane
27.46814086298033/-82.70183801706406
71
68
86
0
null
75.14
6.5
15.2
72
W90
W90
399
2024-10-31 18:00:00
Non-hurricane
27.34076849562474/-82.154246879885
70
68
87
0
null
79.58
6.3
10.5
66
N60
N60
560
2024-10-31 18:00:00
Non-hurricane
27.52844207484047/-82.73131060040626
72
69
86
0
null
76.57
7.1
15.2
73
W70
W70
370
2024-10-31 18:00:00
Non-hurricane
27.57521237910287/-82.58438613832386
72
69
86
0
null
77.06
7.3
10.3
74
N10
N10
510
2024-10-31 18:00:00
Non-hurricane
27.48534636382016/-82.54659978322104
71
68
86
0
null
74.19
6.1
10.3
71
E10
E10
110
2024-10-31 18:00:00
Non-hurricane
27.4079906908935/-82.49381870885438
72
68
87
0
null
73.42
5.9
10.3
70
E60
E60
160
2024-10-31 18:00:00
Non-hurricane
27.48091629798749/-82.43623531900593
71
68
86
0
null
74.94
6.3
10.3
71
N70
N70
570
2024-10-31 18:00:00
Non-hurricane
27.45564167051887/-82.57125875181734
71
68
87
0
null
73.68
5.9
10.3
70
W20
W20
320
2024-10-31 18:00:00
Non-hurricane
27.50413881751056/-82.64579861863763
72
68
86
0
null
72.6
7.6
15.9
82
W60
W60
360
2024-10-31 17:00:00
Non-hurricane
27.48091629798749/-82.43623531900593
72
68
86
0
null
72.32
7.4
11.4
81
N70
N70
570
2024-10-31 17:00:00
Non-hurricane
27.46814086298033/-82.70183801706406
72
68
86
0
null
72.52
7.6
15.9
82
W90
W90
399
2024-10-31 17:00:00
Non-hurricane
27.43718857770742/-82.49526276632398
73
68
87
0
null
70.67
7.1
11.4
80
E50
E50
150
2024-10-31 17:00:00
Non-hurricane
27.34076849562474/-82.154246879885
71
68
87
0
null
76.73
6.5
11.2
68
N60
N60
560
2024-10-31 17:00:00
Non-hurricane
27.4079906908935/-82.49381870885438
73
68
87
0
null
70.62
7
11.4
80
E60
E60
160
2024-10-31 17:00:00
Non-hurricane
27.57521237910287/-82.52810297841918
72
69
86
0
null
74.69
8.2
11.4
83
N20
N20
520
2024-10-31 17:00:00
Non-hurricane
27.51631940991088/-82.32950123468633
72
68
86
0
null
74.36
7.7
9.2
82
N40
N40
540
2024-10-31 17:00:00
Non-hurricane
27.57521237910287/-82.58438613832386
72
69
86
0
null
74.69
8.4
11.4
84
N10
N10
510
2024-10-31 17:00:00
Non-hurricane
27.41355422392606/-82.42773936740639
73
68
86
0
null
70.89
7.3
11.4
81
N80
N80
580
2024-10-31 17:00:00
Non-hurricane
27.55013563136573/-82.17022585799779
70
67
87
0
null
75.9
6.5
9.2
80
N50
N50
550
2024-10-31 17:00:00
Non-hurricane
27.4920066298147/-82.50196786939364
72
68
86
0
null
71.84
7.3
11.4
81
E40
E40
140
2024-10-31 17:00:00
Non-hurricane
27.48534636382016/-82.54659978322104
72
68
86
0
null
71.46
7.2
11.4
81
E10
E10
110
2024-10-31 17:00:00
Non-hurricane
27.52844207484047/-82.73131060040626
72
69
86
0
null
74.13
8.2
15.9
83
W70
W70
370
2024-10-31 17:00:00
Non-hurricane
27.40958230929196/-82.56607332708364
73
68
87
0
null
70.39
6.9
11.4
80
E30
E30
130
2024-10-31 17:00:00
Non-hurricane
27.48566734980852/-82.57935903047095
72
68
86
0
null
71.51
7.2
11.4
81
W10
W10
310
2024-10-31 17:00:00
Non-hurricane
27.42497082223545/-82.53885956314242
73
68
87
0
null
70.54
7
11.4
80
E20
E20
120
2024-10-31 17:00:00
Non-hurricane
27.58244732780023/-82.47046351483293
72
69
86
0
null
75.14
8.1
11.4
83
N30
N30
530
2024-10-31 17:00:00
Non-hurricane
27.42519527588937/-82.593902809873
73
68
87
0
null
70.53
7
11.4
80
W40
W40
340
2024-10-31 17:00:00
Non-hurricane
27.45564167051887/-82.57125875181734
73
68
87
0
null
70.87
7.1
11.4
80
W20
W20
320
2024-10-31 17:00:00
Non-hurricane
27.44964845888914/-82.63872640241588
73
68
87
0
null
71.34
7.2
15.9
81
W50
W50
350
2024-10-31 17:00:00
Non-hurricane
27.51337266681446/-82.7160042494716
72
69
86
0
null
73.64
8
15.9
83
W80
W80
380
2024-10-31 17:00:00
Non-hurricane
27.43756032249264/-82.56105489081881
73
68
87
0
null
70.53
7
11.4
80
W30
W30
330
2024-10-31 17:00:00
Non-hurricane
27.4113915222411/-82.63641742330496
73
68
87
0
null
70.68
7.1
15.9
80
W95
W95
395
2024-10-31 17:00:00
Non-hurricane
27.46814086298033/-82.70183801706406
74
70
85
0
null
69.58
7
17
89
W90
W90
399
2024-10-31 16:00:00
Non-hurricane
27.48566734980852/-82.57935903047095
74
70
85
0
null
68.97
6.4
14.1
90
W10
W10
310
2024-10-31 16:00:00
Non-hurricane
27.4920066298147/-82.50196786939364
74
70
85
0
null
69.13
6.5
14.1
89
E40
E40
140
2024-10-31 16:00:00
Non-hurricane
27.43756032249264/-82.56105489081881
74
70
86
0
null
68.43
5.9
14.1
90
W30
W30
330
2024-10-31 16:00:00
Non-hurricane
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