Datasets:
sayanroy058
/
Weather-Time-Series-Forecasting

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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 1 missing columns ({'is_Day'})

This happened while the csv dataset builder was generating data using

hf://datasets/sayanroy058/Weather-Time-Series-Forecasting/Weather_dataset.csv (at revision 4e2bf89924ed406a37dc61ba3a860f46f91a2d4a)

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 2011, 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
              time: string
              temperature: double
              relative_humidity: int64
              dew_point: double
              precipitation (mm): double
              rain (mm): double
              snowfall (cm): double
              pressure_msl (hPa): double
              surface_pressure (hPa): double
              cloud_cover (%): int64
              cloud_cover_low (%): int64
              cloud_cover_mid (%): int64
              cloud_cover_high (%): int64
              vapour_pressure_deficit (kPa): double
              wind_speed_10m (km/h): double
              wind_direction: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2370
              to
              {'time': Value(dtype='string', id=None), 'temperature': Value(dtype='float64', id=None), 'relative_humidity': Value(dtype='int64', id=None), 'dew_point': Value(dtype='float64', id=None), 'precipitation (mm)': Value(dtype='float64', id=None), 'rain (mm)': Value(dtype='float64', id=None), 'snowfall (cm)': Value(dtype='int64', id=None), 'pressure_msl (hPa)': Value(dtype='float64', id=None), 'surface_pressure (hPa)': Value(dtype='float64', id=None), 'cloud_cover (%)': Value(dtype='int64', id=None), 'cloud_cover_low (%)': Value(dtype='int64', id=None), 'cloud_cover_mid (%)': Value(dtype='int64', id=None), 'cloud_cover_high (%)': Value(dtype='int64', id=None), 'vapour_pressure_deficit (kPa)': Value(dtype='float64', id=None), 'wind_speed_10m (km/h)': Value(dtype='float64', id=None), 'wind_direction': Value(dtype='int64', id=None), 'is_Day': 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 1317, 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 932, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 1 missing columns ({'is_Day'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sayanroy058/Weather-Time-Series-Forecasting/Weather_dataset.csv (at revision 4e2bf89924ed406a37dc61ba3a860f46f91a2d4a)
              
              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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time
string
temperature
float64
relative_humidity
int64
dew_point
float64
precipitation (mm)
float64
rain (mm)
float64
snowfall (cm)
int64
pressure_msl (hPa)
float64
surface_pressure (hPa)
float64
cloud_cover (%)
int64
cloud_cover_low (%)
int64
cloud_cover_mid (%)
int64
cloud_cover_high (%)
int64
vapour_pressure_deficit (kPa)
float64
wind_speed_10m (km/h)
float64
wind_direction
int64
is_Day
int64
1980-01-01T00:00
12.7
83
10
0
0
0
1,012.8
945.1
1
1
0
0
0.25
7.5
235
0
1980-01-01T01:00
12.9
82
9.9
0
0
0
1,012.2
944.5
4
4
0
0
0.26
7.9
231
0
1980-01-01T02:00
13.2
82
10.2
0
0
0
1,012.3
944.7
13
14
0
0
0.27
7.5
235
1
1980-01-01T03:00
15.9
78
12
0
0
0
1,013.5
946.4
23
26
0
0
0.4
6.6
248
1
1980-01-01T04:00
19.4
67
13.1
0
0
0
1,014.6
948.2
9
10
0
0
0.75
8.7
265
1
1980-01-01T05:00
21.7
56
12.4
0
0
0
1,014.9
949
5
6
0
0
1.15
10.4
272
1
1980-01-01T06:00
23.5
46
11.4
0
0
0
1,014.6
949.1
3
3
0
0
1.55
10.8
274
1
1980-01-01T07:00
24
48
12.5
0
0
0
1,013.4
948.1
5
5
1
0
1.54
11.2
274
1
1980-01-01T08:00
24.8
45
12
0
0
0
1,012.3
947.2
2
1
1
0
1.73
11.9
275
1
1980-01-01T09:00
25.1
44
12
0
0
0
1,011.2
946.3
5
6
0
0
1.78
12.3
277
1
1980-01-01T10:00
24.9
45
12.1
0
0
0
1,010.6
945.7
8
9
0
0
1.74
14.3
282
1
1980-01-01T11:00
24.3
47
12.3
0
0
0
1,011
945.9
22
25
0
0
1.61
14.2
279
1
1980-01-01T12:00
23.3
52
12.8
0
0
0
1,011.2
945.9
30
23
15
0
1.38
11.3
279
1
1980-01-01T13:00
21.6
60
13.4
0
0
0
1,011.8
946.1
82
56
52
0
1.04
8.5
282
0
1980-01-01T14:00
20.4
68
14.2
0
0
0
1,012.1
946.1
100
83
73
0
0.78
8.5
282
0
1980-01-01T15:00
19.8
74
14.9
0
0
0
1,013.2
947
100
98
93
0
0.61
8.8
279
0
1980-01-01T16:00
19.4
79
15.6
0
0
0
1,013.6
947.3
100
100
97
0
0.48
7.2
273
0
1980-01-01T17:00
19
83
16
0
0
0
1,013.6
947.2
100
98
67
0
0.38
5.8
266
0
1980-01-01T18:00
18.5
87
16.3
0
0
0
1,013.4
946.9
93
86
26
0
0.28
4.2
250
0
1980-01-01T19:00
18.3
91
16.8
0
0
0
1,013
946.5
47
50
4
0
0.18
5.3
242
0
1980-01-01T20:00
17.7
94
16.8
0
0
0
1,012.5
945.9
14
16
0
0
0.11
6.6
241
0
1980-01-01T21:00
17
97
16.6
0
0
0
1,012.4
945.7
14
16
0
0
0.05
7.1
246
0
1980-01-01T22:00
16.8
98
16.5
0
0
0
1,011.9
945.1
79
87
1
0
0.04
7.2
243
0
1980-01-01T23:00
16.6
99
16.4
0
0
0
1,012
945.2
84
92
1
2
0.02
8.2
247
0
1980-01-02T00:00
16.9
99
16.7
0
0
0
1,012.3
945.5
86
96
0
0
0.02
8.8
251
0
1980-01-02T01:00
17
98
16.7
0
0
0
1,012.7
945.9
90
100
0
0
0.04
7.4
256
0
1980-01-02T02:00
17.2
96
16.6
0
0
0
1,013.1
946.4
74
82
0
0
0.07
7.8
257
1
1980-01-02T03:00
17.8
90
16.2
0
0
0
1,014.3
947.6
43
48
0
0
0.2
8
260
1
1980-01-02T04:00
18.9
82
15.7
0
0
0
1,014.5
948
51
57
0
0
0.39
9.4
247
1
1980-01-02T05:00
20.6
68
14.5
0
0
0
1,014.8
948.7
37
41
0
0
0.78
8.7
240
1
1980-01-02T06:00
22.2
56
13
0
0
0
1,014.5
948.7
14
15
0
0
1.18
9.2
244
1
1980-01-02T07:00
23.4
45
11
0
0
0
1,013.8
948.4
5
6
0
0
1.57
10.7
250
1
1980-01-02T08:00
24.4
39
9.4
0
0
0
1,012.6
947.4
1
1
0
0
1.87
11.3
253
1
1980-01-02T09:00
24.8
35
8.3
0
0
0
1,011.5
946.5
0
0
0
0
2.03
11.6
254
1
1980-01-02T10:00
24.7
34
7.8
0
0
0
1,011
946
0
0
0
0
2.05
12.3
255
1
1980-01-02T11:00
24.1
35
7.8
0
0
0
1,011
945.9
0
0
0
0
1.94
11.4
257
1
1980-01-02T12:00
23
39
8.4
0
0
0
1,011.7
946.3
0
0
0
0
1.7
9
265
1
1980-01-02T13:00
21.1
46
9.1
0
0
0
1,012
946.2
0
0
0
0
1.35
5.8
277
0
1980-01-02T14:00
19.6
53
9.8
0
0
0
1,012.7
946.5
0
0
0
0
1.07
6.5
289
0
1980-01-02T15:00
18.3
61
10.6
0
0
0
1,013.4
946.9
0
0
0
0
0.82
7.1
300
0
1980-01-02T16:00
16.9
70
11.4
0
0
0
1,013.8
946.9
0
0
0
0
0.58
7.1
311
0
1980-01-02T17:00
15.4
81
12.1
0
0
0
1,014.1
946.9
0
0
0
0
0.34
6.4
322
0
1980-01-02T18:00
14.5
87
12.3
0
0
0
1,014.4
947
0
0
0
0
0.22
5.8
338
0
1980-01-02T19:00
14.8
86
12.6
0
0
0
1,014.2
946.9
0
0
0
0
0.23
4.9
343
0
1980-01-02T20:00
15.2
86
12.9
0
0
0
1,013.8
946.6
0
0
0
0
0.24
4
360
0
1980-01-02T21:00
14.8
88
12.9
0
0
0
1,013.8
946.5
0
0
0
0
0.2
3.7
11
0
1980-01-02T22:00
14.4
91
12.9
0
0
0
1,013.3
945.9
0
0
0
0
0.15
4.6
45
0
1980-01-02T23:00
14.2
92
12.8
0
0
0
1,013.1
945.7
0
0
0
0
0.14
5
60
0
1980-01-03T00:00
14
92
12.7
0
0
0
1,013.6
946.1
0
0
0
0
0.12
5.2
56
0
1980-01-03T01:00
13.8
93
12.7
0
0
0
1,013.8
946.3
0
0
0
0
0.11
6
65
0
1980-01-03T02:00
13.6
93
12.6
0
0
0
1,014.5
946.9
27
30
0
0
0.1
5.8
60
1
1980-01-03T03:00
15.3
84
12.5
0
0
0
1,015.3
948
12
13
0
0
0.28
5.2
65
1
1980-01-03T04:00
18.5
65
11.7
0
0
0
1,015.8
949.2
0
0
0
0
0.76
6.8
72
1
1980-01-03T05:00
20.5
54
11
0
0
0
1,015.2
949
0
0
0
0
1.11
8
85
1
1980-01-03T06:00
22
46
9.7
0
0
0
1,015.2
949.4
0
0
0
0
1.44
5.8
94
1
1980-01-03T07:00
23.4
42
9.8
0
0
0
1,014.5
949
1
1
0
0
1.67
2.5
98
1
1980-01-03T08:00
24.3
38
9.1
0
0
0
1,013.4
948.2
1
1
0
0
1.89
0.7
360
1
1980-01-03T09:00
24.8
36
8.6
0
0
0
1,012.4
947.3
0
0
0
0
2.01
2.3
321
1
1980-01-03T10:00
24.9
34
8.1
0
0
0
1,011.4
946.4
3
3
0
0
2.08
2.3
321
1
1980-01-03T11:00
24.6
34
7.6
0
0
0
1,011.5
946.5
0
0
0
0
2.05
3
346
1
1980-01-03T12:00
23.8
36
7.8
0
0
0
1,012.1
946.9
0
0
0
0
1.9
3
346
1
1980-01-03T13:00
22.2
41
8.2
0
0
0
1,012.4
946.8
1
1
0
0
1.59
7.6
335
0
1980-01-03T14:00
20.3
46
8.5
0
0
0
1,012.9
946.9
0
0
0
0
1.28
7.2
333
0
1980-01-03T15:00
18.8
52
8.7
0
0
0
1,013.6
947.2
1
1
0
0
1.05
7.3
340
0
1980-01-03T16:00
17.8
56
8.8
0
0
0
1,014.2
947.5
0
0
0
0
0.9
8
355
0
1980-01-03T17:00
17
58
8.7
0
0
0
1,014.3
947.4
0
0
0
0
0.81
8.7
17
0
1980-01-03T18:00
16.3
60
8.5
0
0
0
1,014.3
947.3
0
0
0
0
0.74
7.9
39
0
1980-01-03T19:00
15.8
64
8.9
0
0
0
1,013.9
946.8
0
0
0
0
0.65
7
55
0
1980-01-03T20:00
15.2
65
8.6
0
0
0
1,013.6
946.4
0
0
0
0
0.61
7.1
66
0
1980-01-03T21:00
14.8
65
8.3
0
0
0
1,013.7
946.4
1
1
0
0
0.59
7.6
71
0
1980-01-03T22:00
14.5
65
7.9
0
0
0
1,013.1
945.8
8
8
1
0
0.59
9.8
82
0
1980-01-03T23:00
14.6
63
7.6
0
0
0
1,013.3
946
10
9
3
0
0.61
11.9
87
0
1980-01-04T00:00
14.7
62
7.6
0
0
0
1,013.5
946.2
2
1
2
0
0.63
13
85
0
1980-01-04T01:00
14.7
63
7.8
0
0
0
1,013.6
946.3
4
0
6
0
0.61
13.8
84
0
1980-01-04T02:00
14.6
65
8
0
0
0
1,014.5
947.1
9
2
12
0
0.59
13.8
83
1
1980-01-04T03:00
16.3
60
8.6
0
0
0
1,015
947.9
16
6
17
0
0.74
14.6
81
1
1980-01-04T04:00
19
52
8.8
0
0
0
1,015.8
949.3
20
8
21
0
1.06
17.1
83
1
1980-01-04T05:00
21.4
47
9.6
0
0
0
1,015.5
949.5
31
14
31
0
1.35
18.4
89
1
1980-01-04T06:00
23.3
46
10.9
0
0
0
1,015.4
949.8
25
12
24
0
1.55
18.1
96
1
1980-01-04T07:00
24.6
45
12
0
0
0
1,014.4
949.2
22
11
20
0
1.7
16.1
100
1
1980-01-04T08:00
25.8
43
12.2
0
0
0
1,013.3
948.4
32
19
24
0
1.89
12.8
101
1
1980-01-04T09:00
26.1
41
11.8
0
0
0
1,012.1
947.3
28
5
40
0
2
8.6
123
1
1980-01-04T10:00
26.3
39
11.4
0
0
0
1,011.5
946.8
26
0
44
0
2.07
8.9
122
1
1980-01-04T11:00
26.3
38
11
0
0
0
1,011.9
947.2
35
0
59
0
2.11
8
117
1
1980-01-04T12:00
25.5
41
11.3
0
0
0
1,012.1
947.2
34
8
45
0
1.93
6.1
87
1
1980-01-04T13:00
23.7
47
11.6
0
0
0
1,012.2
946.9
29
6
39
0
1.57
7.2
53
0
1980-01-04T14:00
22.3
51
11.8
0
0
0
1,012.7
947.1
24
2
37
0
1.31
8.5
54
0
1980-01-04T15:00
21.1
56
12
0
0
0
1,013.6
947.7
18
6
21
0
1.11
10.3
61
0
1980-01-04T16:00
20.1
60
12.1
0
0
0
1,013.6
947.5
9
7
4
0
0.95
10.5
74
0
1980-01-04T17:00
19.5
62
12
0
0
0
1,014
947.7
9
5
8
0
0.86
10.3
78
0
1980-01-04T18:00
18.8
65
12
0
0
0
1,014.5
948
14
7
13
0
0.77
9.8
82
0
1980-01-04T19:00
18.3
66
11.9
0
0
0
1,014.4
947.8
3
1
4
0
0.7
11.2
86
0
1980-01-04T20:00
17.8
69
12
0
0
0
1,014.3
947.6
2
0
4
0
0.63
12
81
0
1980-01-04T21:00
17.4
71
12.2
0
0
0
1,014
947.2
2
0
4
0
0.57
12.8
80
0
1980-01-04T22:00
17.1
74
12.4
0
0
0
1,013.7
946.9
0
0
0
0
0.51
12.4
82
0
1980-01-04T23:00
16.7
77
12.6
0
0
0
1,014
947.1
14
7
12
0
0.45
12.6
85
0
1980-01-05T00:00
16.5
79
12.8
0
0
0
1,014
947
19
8
19
0
0.4
13.3
87
0
1980-01-05T01:00
16.4
81
13.1
0
0
0
1,014.3
947.3
30
9
37
0
0.35
14
90
0
1980-01-05T02:00
16.6
82
13.5
0
0
0
1,015.3
948.3
46
8
64
0
0.34
14.4
87
1
1980-01-05T03:00
17.8
79
14.1
0
0
0
1,015.5
948.7
57
10
80
0
0.44
15.1
87
1
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