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https://www.ceaforum.org/ceaod • 8 items • Updated
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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 12 new columns ({'Tair', 'PipeGrow', 'BlackScr', 'EnScr', 'AssimLight', 'PipeLow', 'RHair', 'CO2air', 'VentLee', 'Ventwind', 'GHtime', 'HumDef'}) and 6 missing columns ({'N_leaves', 'Pruning', 'weeks', 'LeafFormRate', 'FruitGrw', 'Stem_elong'}).
This happened while the csv dataset builder was generating data using
hf://datasets/koidra/GH_Cucumber/GH_Cucumber/AutonomousGreenhouseChallenge2018/AiCU/Greenhouse_climate.csv (at revision 4634b0dfae46b2d54ec86cd2770233fd56132fed)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
AssimLight: double
BlackScr: double
CO2air: double
EnScr: double
GHtime: double
HumDef: double
PipeGrow: double
PipeLow: double
RHair: double
Tair: double
VentLee: double
Ventwind: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1635
to
{'FruitGrw': Value('float64'), 'LeafFormRate': Value('float64'), 'N_leaves': Value('float64'), 'Pruning': Value('float64'), 'Stem_elong': Value('float64'), 'weeks': Value('int64')}
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 1456, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 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 12 new columns ({'Tair', 'PipeGrow', 'BlackScr', 'EnScr', 'AssimLight', 'PipeLow', 'RHair', 'CO2air', 'VentLee', 'Ventwind', 'GHtime', 'HumDef'}) and 6 missing columns ({'N_leaves', 'Pruning', 'weeks', 'LeafFormRate', 'FruitGrw', 'Stem_elong'}).
This happened while the csv dataset builder was generating data using
hf://datasets/koidra/GH_Cucumber/GH_Cucumber/AutonomousGreenhouseChallenge2018/AiCU/Greenhouse_climate.csv (at revision 4634b0dfae46b2d54ec86cd2770233fd56132fed)
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.
FruitGrw float64 | LeafFormRate float64 | N_leaves float64 | Pruning float64 | Stem_elong float64 | weeks int64 |
|---|---|---|---|---|---|
null | 10.6 | 10.6 | 50 | 85.5 | 34 |
null | 6.3 | 16.9 | 50 | 159.8 | 35 |
12.25 | 7.5 | 24.4 | 50 | 235.5 | 36 |
13.857143 | 7.9 | 32.3 | 50 | 300.5 | 37 |
16.528571 | 8 | 40.3 | 50 | 365.6 | 38 |
19.7 | 6.8 | 47.1 | 50 | 432.6 | 39 |
21.75 | 7.5 | 54.6 | 50 | 494.1 | 40 |
22.271429 | 7.6 | 62.2 | 50 | 552.6 | 41 |
22.542857 | 7.4 | 69.6 | 50 | 614.9 | 42 |
23.642857 | 6.6 | 76.2 | 50 | 674.1 | 43 |
24.657143 | 6.6 | 82.8 | 50 | 733.3 | 44 |
24.228571 | 6.6 | 89.4 | 67 | 795.5 | 45 |
25.607143 | 7 | 96.4 | 67 | 861 | 46 |
25.892857 | 6.2 | 102.6 | 67 | 921.8 | 47 |
27.385714 | 2.8 | 105.4 | 67 | 958.3 | 48 |
28.15 | null | 105.4 | null | 958.3 | 49 |
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