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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 2 new columns ({'PM25', 'PM10'}) and 7 missing columns ({'CLOUD_BASE_PRESSURE', 'HCHO', 'CLOUD_TOP_PRESSURE', 'CH4', 'AER_AI_340_380', 'CO', 'AER_AI_354_388'}).
This happened while the csv dataset builder was generating data using
hf://datasets/links-ads/mil-qualair/stations.csv (at revision 287b8743d9c12d30faead4922738c2d0e6064ea0)
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
date: string
station_id: int64
city: string
year: int64
NO2: double
O3: double
PM10: double
PM25: double
SO2: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1238
to
{'date': Value(dtype='string', id=None), 'station_id': Value(dtype='int64', id=None), 'city': Value(dtype='string', id=None), 'year': Value(dtype='int64', id=None), 'CH4': Value(dtype='float64', id=None), 'CO': Value(dtype='float64', id=None), 'HCHO': Value(dtype='float64', id=None), 'NO2': Value(dtype='float64', id=None), 'O3': Value(dtype='float64', id=None), 'SO2': Value(dtype='float64', id=None), 'CLOUD_TOP_PRESSURE': Value(dtype='float64', id=None), 'CLOUD_BASE_PRESSURE': Value(dtype='float64', id=None), 'AER_AI_340_380': Value(dtype='float64', id=None), 'AER_AI_354_388': Value(dtype='float64', 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 1324, 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 938, 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 2 new columns ({'PM25', 'PM10'}) and 7 missing columns ({'CLOUD_BASE_PRESSURE', 'HCHO', 'CLOUD_TOP_PRESSURE', 'CH4', 'AER_AI_340_380', 'CO', 'AER_AI_354_388'}).
This happened while the csv dataset builder was generating data using
hf://datasets/links-ads/mil-qualair/stations.csv (at revision 287b8743d9c12d30faead4922738c2d0e6064ea0)
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.
date
string | station_id
int64 | city
string | year
int64 | CH4
null | CO
float64 | HCHO
float64 | NO2
null | O3
float64 | SO2
float64 | CLOUD_TOP_PRESSURE
float64 | CLOUD_BASE_PRESSURE
float64 | AER_AI_340_380
null | AER_AI_354_388
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2018-04-30T10-27-52
| 1
|
milan
| 2,018
| null | 0.037974
| 0.000395
| null | 0.159405
| 0.000412
| 58,506.097227
| 66,746.066641
| null | null |
2018-04-30T10-27-52
| 2
|
milan
| 2,018
| null | 0.038527
| 0.000494
| null | 0.159214
| 0.000884
| 62,029.962928
| 70,656.242112
| null | null |
2018-04-30T10-27-52
| 3
|
milan
| 2,018
| null | 0.038249
| 0.000402
| null | 0.159061
| 0.000274
| 59,537.164234
| 67,887.026614
| null | null |
2018-04-30T10-27-52
| 4
|
milan
| 2,018
| null | 0.038918
| 0.000493
| null | 0.158836
| 0.000583
| 64,873.006641
| 73,806.437734
| null | null |
2018-04-30T10-27-52
| 5
|
milan
| 2,018
| null | 0.038647
| 0.000499
| null | 0.158831
| 0.000636
| 65,132.211719
| 74,086.594922
| null | null |
2018-04-30T10-27-52
| 6
|
milan
| 2,018
| null | 0.038648
| 0.000475
| null | 0.159099
| 0.000677
| 61,772.416284
| 70,370.849842
| null | null |
2018-04-30T10-27-52
| 7
|
milan
| 2,018
| null | 0.03856
| 0.000465
| null | 0.159135
| 0.00065
| 61,021.365859
| 69,537.679922
| null | null |
2018-04-30T10-27-52
| 8
|
milan
| 2,018
| null | 0.038665
| 0.00045
| null | 0.15775
| null | 63,381.629648
| 72,140.891484
| null | null |
2018-04-30T10-27-52
| 9
|
milan
| 2,018
| null | 0.038594
| 0.000491
| null | 0.15923
| 0.00085
| 61,906.576328
| 70,520.701172
| null | null |
2018-05-01T10-08-54
| 1
|
milan
| 2,018
| null | null | null | null | 0.157039
| 0.00331
| 26,242.688086
| 30,677.560254
| null | null |
2018-05-01T10-08-54
| 2
|
milan
| 2,018
| null | null | null | null | 0.156873
| 0.003836
| 26,885.609582
| 31,400.039682
| null | null |
2018-05-01T10-08-54
| 3
|
milan
| 2,018
| null | null | null | null | 0.157045
| 0.003486
| 26,052.428743
| 30,462.55604
| null | null |
2018-05-01T10-08-54
| 4
|
milan
| 2,018
| null | null | null | null | 0.157489
| 0.002346
| 25,834.269063
| 30,210.478867
| null | null |
2018-05-01T10-08-54
| 5
|
milan
| 2,018
| null | null | null | null | 0.156578
| 0.003775
| 27,522.670332
| 32,115.134258
| null | null |
2018-05-01T10-08-54
| 6
|
milan
| 2,018
| null | null | null | null | 0.157332
| 0.003213
| 25,936.108981
| 30,331.256648
| null | null |
2018-05-01T10-08-54
| 7
|
milan
| 2,018
| null | null | null | null | 0.157326
| 0.003266
| 25,895.014609
| 30,285.905625
| null | null |
2018-05-01T10-08-54
| 8
|
milan
| 2,018
| null | null | null | null | 0.157423
| 0.003173
| 25,871.085977
| 30,250.42752
| null | null |
2018-05-01T10-08-54
| 9
|
milan
| 2,018
| null | null | null | null | 0.157065
| 0.003593
| 26,498.551387
| 30,964.767793
| null | null |
2018-05-02T11-31-27
| 1
|
milan
| 2,018
| null | null | null | null | 0.161591
| null | 60,772.72957
| 69,104.997031
| null | null |
2018-05-02T11-31-27
| 2
|
milan
| 2,018
| null | 0.031778
| null | null | 0.161097
| null | 67,406.710562
| 76,496.369742
| null | null |
2018-05-02T11-31-27
| 3
|
milan
| 2,018
| null | null | null | null | 0.161496
| null | 60,700.264595
| 69,022.490642
| null | null |
2018-05-02T11-31-27
| 4
|
milan
| 2,018
| null | null | null | null | 0.160897
| null | 65,467.06957
| 74,330.578828
| null | null |
2018-05-02T11-31-27
| 5
|
milan
| 2,018
| null | 0.031778
| null | null | 0.16048
| null | 69,180.746563
| 78,464.550703
| null | null |
2018-05-02T11-31-27
| 6
|
milan
| 2,018
| null | null | null | null | 0.161288
| null | 64,724.399083
| 73,506.598767
| null | null |
2018-05-02T11-31-27
| 7
|
milan
| 2,018
| null | null | null | null | 0.161385
| null | 63,947.500703
| 72,641.109609
| null | null |
2018-05-02T11-31-27
| 8
|
milan
| 2,018
| null | null | null | null | 0.161464
| null | 59,299.773945
| 67,459.585
| null | null |
2018-05-02T11-31-27
| 9
|
milan
| 2,018
| null | null | null | null | 0.161159
| null | 66,527.915625
| 75,518.666094
| null | null |
2018-05-03T11-12-29
| 1
|
milan
| 2,018
| null | null | null | null | 0.154993
| null | 61,657.761836
| 70,038.321719
| null | null |
2018-05-03T11-12-29
| 2
|
milan
| 2,018
| null | null | null | null | 0.155263
| null | 59,066.889461
| 67,167.53418
| null | null |
2018-05-03T11-12-29
| 3
|
milan
| 2,018
| null | null | null | null | 0.155567
| null | 61,802.361822
| 70,197.632212
| null | null |
2018-05-03T11-12-29
| 4
|
milan
| 2,018
| null | null | null | null | 0.155516
| null | 61,448.609805
| 69,810.382266
| null | null |
2018-05-03T11-12-29
| 5
|
milan
| 2,018
| null | null | null | null | 0.155283
| null | 58,933.514063
| 67,020.440234
| null | null |
2018-05-03T11-12-29
| 6
|
milan
| 2,018
| null | null | null | null | 0.155746
| null | 60,801.614321
| 69,091.030605
| null | null |
2018-05-03T11-12-29
| 7
|
milan
| 2,018
| null | null | null | null | 0.155752
| null | 61,030.062227
| 69,344.023906
| null | null |
2018-05-03T11-12-29
| 8
|
milan
| 2,018
| null | null | null | null | 0.155975
| null | 62,799.95957
| 71,302.505156
| null | null |
2018-05-03T11-12-29
| 9
|
milan
| 2,018
| null | null | null | null | 0.155368
| null | 59,472.31793
| 67,617.091172
| null | null |
2018-05-04T10-54-02
| 1
|
milan
| 2,018
| null | null | 0.000489
| null | 0.156905
| 0.000175
| 42,391.40793
| 49,264.014688
| null | null |
2018-05-04T10-54-02
| 2
|
milan
| 2,018
| null | null | 0.000555
| null | 0.155792
| null | 45,524.439228
| 52,105.205829
| null | null |
2018-05-04T10-54-02
| 3
|
milan
| 2,018
| null | null | null | null | 0.156078
| 0.000333
| 43,970.224974
| 50,878.904447
| null | null |
2018-05-04T10-54-02
| 4
|
milan
| 2,018
| null | 0.03348
| 0.000531
| null | 0.154277
| null | 52,116.419727
| 59,434.62918
| null | null |
2018-05-04T10-54-02
| 5
|
milan
| 2,018
| null | 0.032877
| 0.000613
| null | 0.155474
| 0.000149
| 49,715.229727
| 56,785.027891
| null | null |
2018-05-04T10-54-02
| 6
|
milan
| 2,018
| null | null | 0.000484
| null | 0.154846
| null | 47,066.007526
| 53,834.320348
| null | null |
2018-05-04T10-54-02
| 7
|
milan
| 2,018
| null | null | 0.000469
| null | 0.155024
| null | 46,397.208984
| 53,124.92918
| null | null |
2018-05-04T10-54-02
| 8
|
milan
| 2,018
| null | null | null | null | 0.154477
| 0.000616
| 49,622.235195
| 56,662.204023
| null | null |
2018-05-04T10-54-02
| 9
|
milan
| 2,018
| null | null | 0.000514
| null | 0.155296
| null | 46,412.563828
| 53,091.659766
| null | null |
2018-05-05T10-35-08
| 1
|
milan
| 2,018
| null | 0.032965
| 0.000609
| null | 0.149966
| null | null | null | null | null |
2018-05-05T10-35-08
| 2
|
milan
| 2,018
| null | 0.033603
| 0.000543
| null | 0.148985
| null | 36,416.625
| 41,997.00323
| null | null |
2018-05-05T10-35-08
| 3
|
milan
| 2,018
| null | 0.033276
| 0.000647
| null | 0.149776
| null | null | null | null | null |
2018-05-05T10-35-08
| 4
|
milan
| 2,018
| null | 0.03389
| 0.00051
| null | 0.148933
| 0.000052
| null | null | null | null |
2018-05-05T10-35-08
| 5
|
milan
| 2,018
| null | 0.033714
| 0.000485
| null | 0.148456
| null | 35,776.137383
| 41,279.320078
| null | null |
2018-05-05T10-35-08
| 6
|
milan
| 2,018
| null | 0.033681
| 0.000607
| null | 0.149277
| null | null | null | null | null |
2018-05-05T10-35-08
| 7
|
milan
| 2,018
| null | 0.03357
| 0.000625
| null | 0.149405
| null | null | null | null | null |
2018-05-05T10-35-08
| 8
|
milan
| 2,018
| null | 0.03444
| 0.000551
| null | 0.149538
| 0.000034
| null | null | null | null |
2018-05-05T10-35-08
| 9
|
milan
| 2,018
| null | 0.033666
| 0.000566
| null | 0.149077
| null | 36,451.720165
| 42,035.575408
| null | null |
2018-05-06T10-16-16
| 1
|
milan
| 2,018
| null | null | 0.000477
| null | 0.148044
| 0.000282
| null | null | null | null |
2018-05-06T10-16-16
| 2
|
milan
| 2,018
| null | null | 0.00051
| null | 0.148424
| 0.000322
| null | null | null | null |
2018-05-06T10-16-16
| 3
|
milan
| 2,018
| null | null | 0.000489
| null | 0.148263
| 0.000373
| null | null | null | null |
2018-05-06T10-16-16
| 4
|
milan
| 2,018
| null | null | 0.000549
| null | 0.148809
| 0.00045
| null | null | null | null |
2018-05-06T10-16-16
| 5
|
milan
| 2,018
| null | null | 0.000544
| null | 0.148699
| 0.000164
| null | null | null | null |
2018-05-06T10-16-16
| 6
|
milan
| 2,018
| null | null | 0.000502
| null | 0.148448
| 0.00049
| null | null | null | null |
2018-05-06T10-16-16
| 7
|
milan
| 2,018
| null | null | 0.000493
| null | 0.148351
| 0.000477
| null | null | null | null |
2018-05-06T10-16-16
| 8
|
milan
| 2,018
| null | null | 0.000567
| null | 0.14887
| 0.000438
| null | null | null | null |
2018-05-06T10-16-16
| 9
|
milan
| 2,018
| null | null | 0.000504
| null | 0.148412
| 0.000393
| null | null | null | null |
2018-05-07T11-38-08
| 1
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 2
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 3
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 4
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 5
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 6
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 7
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 8
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-07T11-38-08
| 9
|
milan
| 2,018
| null | null | null | null | null | null | null | null | null | null |
2018-05-08T11-19-10
| 1
|
milan
| 2,018
| null | 0.034598
| 0.000596
| null | 0.153171
| 0.000128
| 38,607.106563
| 44,450.194844
| null | null |
2018-05-08T11-19-10
| 2
|
milan
| 2,018
| null | 0.033026
| 0.000518
| null | 0.152575
| 0.000204
| 37,037.99046
| 42,844.011756
| null | null |
2018-05-08T11-19-10
| 3
|
milan
| 2,018
| null | 0.034964
| 0.000587
| null | 0.153554
| 0.000054
| 41,340.989741
| 47,481.591732
| null | null |
2018-05-08T11-19-10
| 4
|
milan
| 2,018
| null | 0.033625
| 0.000506
| null | 0.15322
| 0.000057
| 35,389.066445
| 41,127.467109
| null | null |
2018-05-08T11-19-10
| 5
|
milan
| 2,018
| null | 0.03348
| 0.000421
| null | 0.153647
| null | 48,204.223867
| 55,175.315078
| null | null |
2018-05-08T11-19-10
| 6
|
milan
| 2,018
| null | 0.033916
| 0.000458
| null | 0.152981
| 0.000243
| 33,919.877903
| 39,390.539242
| null | null |
2018-05-08T11-19-10
| 7
|
milan
| 2,018
| null | 0.034113
| 0.000465
| null | 0.153049
| 0.000246
| 34,229.614336
| 39,660.064297
| null | null |
2018-05-08T11-19-10
| 8
|
milan
| 2,018
| null | 0.034122
| 0.000448
| null | 0.154022
| 0.000143
| 53,390.441758
| 60,847.502109
| null | null |
2018-05-08T11-19-10
| 9
|
milan
| 2,018
| null | 0.033326
| 0.000461
| null | 0.152534
| 0.000296
| 35,127.47207
| 40,786.252773
| null | null |
2018-05-09T11-00-15
| 1
|
milan
| 2,018
| null | 0.032984
| 0.000352
| null | 0.164005
| null | 85,489.192266
| 97,183.035625
| null | null |
2018-05-09T11-00-15
| 2
|
milan
| 2,018
| null | 0.034201
| 0.000333
| null | 0.165235
| null | 94,380.430439
| 98,194.761719
| null | null |
2018-05-09T11-00-15
| 3
|
milan
| 2,018
| null | 0.033003
| 0.000335
| null | 0.163878
| null | 79,981.748455
| 92,067.37603
| null | null |
2018-05-09T11-00-15
| 4
|
milan
| 2,018
| null | 0.033841
| 0.00029
| null | 0.165015
| null | 78,176.716563
| 88,266.397969
| null | null |
2018-05-09T11-00-15
| 5
|
milan
| 2,018
| null | 0.034628
| 0.000284
| null | 0.165788
| null | 86,358.334609
| 94,117.516719
| null | null |
2018-05-09T11-00-15
| 6
|
milan
| 2,018
| null | 0.033907
| 0.0003
| null | 0.164851
| null | 82,757.367689
| 91,990.410479
| null | null |
2018-05-09T11-00-15
| 7
|
milan
| 2,018
| null | 0.03382
| 0.000306
| null | 0.164763
| null | 82,974.089609
| 92,715.061797
| null | null |
2018-05-09T11-00-15
| 8
|
milan
| 2,018
| null | 0.033165
| 0.000335
| null | 0.164307
| 0.000224
| 71,732.254609
| 81,860.563984
| null | null |
2018-05-09T11-00-15
| 9
|
milan
| 2,018
| null | 0.034127
| 0.000322
| null | 0.164959
| null | 91,321.986406
| 97,038.013516
| null | null |
2018-05-10T10-41-22
| 1
|
milan
| 2,018
| null | 0.037586
| 0.000229
| null | 0.15758
| 0.000042
| 84,813.825469
| 91,321.397188
| null | null |
2018-05-10T10-41-22
| 2
|
milan
| 2,018
| null | 0.037553
| 0.000155
| null | 0.156905
| null | 79,924.521785
| 90,990.432843
| null | null |
2018-05-10T10-41-22
| 3
|
milan
| 2,018
| null | 0.037783
| 0.000233
| null | 0.1573
| 0.000097
| 81,222.136676
| 89,052.671446
| null | null |
2018-05-10T10-41-22
| 4
|
milan
| 2,018
| null | 0.038174
| 0.00017
| null | 0.157596
| 0.000258
| 74,172.889609
| 85,134.159453
| null | null |
2018-05-10T10-41-22
| 5
|
milan
| 2,018
| null | 0.037556
| 0.000136
| null | 0.156775
| null | 82,433.806016
| 93,540.481094
| null | null |
2018-05-10T10-41-22
| 6
|
milan
| 2,018
| null | 0.037813
| 0.000186
| null | 0.157115
| 0.00016
| 74,869.594037
| 85,331.790209
| null | null |
2018-05-10T10-41-22
| 7
|
milan
| 2,018
| null | 0.03778
| 0.000194
| null | 0.157158
| 0.000154
| 75,610.915
| 85,516.935938
| null | null |
2018-05-10T10-41-22
| 8
|
milan
| 2,018
| null | 0.038637
| 0.000209
| null | 0.157484
| 0.000056
| 77,567.636484
| 86,788.556875
| null | null |
2018-05-10T10-41-22
| 9
|
milan
| 2,018
| null | 0.037646
| 0.000165
| null | 0.156956
| 0.000065
| 77,485.845156
| 88,375.432266
| null | null |
2018-05-11T10-22-28
| 1
|
milan
| 2,018
| null | 0.035108
| 0.00022
| null | 0.15232
| null | null | null | null | null |
End of preview.