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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.