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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 3 new columns ({'Ratio', 'Time', 'Objective'}) and 2 missing columns ({'Value', 'Unit'}).
This happened while the csv dataset builder was generating data using
hf://datasets/introvoyz041/OFMSW/data/Optimization/test/With_AD_Div30_Iterations.csv (at revision 049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827), [/tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30_Iterations.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40_Iterations.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Iterations.csv)]
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1893, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Unnamed: 0: int64
Objective: double
Time: int64
Ratio: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 713
to
{'Unnamed: 0': Value('string'), 'Value': Value('float64'), 'Unit': Value('string')}
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1895, 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 3 new columns ({'Ratio', 'Time', 'Objective'}) and 2 missing columns ({'Value', 'Unit'}).
This happened while the csv dataset builder was generating data using
hf://datasets/introvoyz041/OFMSW/data/Optimization/test/With_AD_Div30_Iterations.csv (at revision 049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827), [/tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div30_Iterations.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Div40_Iterations.csv), /tmp/hf-datasets-cache/medium/datasets/76945549107683-config-parquet-and-info-introvoyz041-OFMSW-d5ec6a06/hub/datasets--introvoyz041--OFMSW/snapshots/049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Iterations.csv (origin=hf://datasets/introvoyz041/OFMSW@049f224a66a5ed0c9b6bb58b2bc5bc0da61d1827/data/Optimization/test/With_AD_Iterations.csv)]
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.
Unnamed: 0 string | Value float64 | Unit string |
|---|---|---|
Diversion | 27.100491 | % |
GWP | -456.935034 | kg CO2/Mg |
Operation Cost | 2.460201 | $/Mg |
Capital cost | 4.49577 | $/Mg |
Total cost | 6.96 | $/Mg |
SF | 74,826 | Mg/yr |
MF | 74,826 | Mg/yr |
COM | 87,511 | Mg/yr |
LF | 172,890 | Mg/yr |
WTE | 0 | Mg/yr |
Composting | 0 | Mg/yr |
AD | 9,294 | Mg/yr |
SS_MRF | 63,572 | Mg/yr |
Reprocessing | 55,489 | Mg/yr |
Diversion | 29.999774 | % |
GWP | -453.670536 | kg CO2/Mg |
Operation Cost | 3.129503 | $/Mg |
Capital cost | 5.947676 | $/Mg |
Total cost | 9.08 | $/Mg |
SF | 74,826 | Mg/yr |
MF | 74,826 | Mg/yr |
COM | 87,511 | Mg/yr |
LF | 166,014 | Mg/yr |
WTE | 0 | Mg/yr |
Composting | 0 | Mg/yr |
AD | 16,606 | Mg/yr |
SS_MRF | 63,572 | Mg/yr |
Reprocessing | 55,489 | Mg/yr |
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End of preview.
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