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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 ({'Current [A]', 'SoC', 'R0 [Ohm]'}) and 2 missing columns ({'dUdT [V/K]', 'OCV [V]'}).
This happened while the csv dataset builder was generating data using
hf://datasets/introvoyz041/PyBaMM/data/tests/unit/test_parameters/data_for_testing_3D.csv (at revision c53be51528df1f460859b0ad6259797c8edde49c), [/tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_2D.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_2D.csv), /tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_3D.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_3D.csv), /tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/lico2_ocv_example.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/lico2_ocv_example.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 1800, 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 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Temperature [degC]: int64
Current [A]: int64
SoC: double
R0 [Ohm]: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 738
to
{'OCV [V]': Value('float64'), 'Temperature [degC]': Value('int64'), 'dUdT [V/K]': Value('float64')}
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 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 ({'Current [A]', 'SoC', 'R0 [Ohm]'}) and 2 missing columns ({'dUdT [V/K]', 'OCV [V]'}).
This happened while the csv dataset builder was generating data using
hf://datasets/introvoyz041/PyBaMM/data/tests/unit/test_parameters/data_for_testing_3D.csv (at revision c53be51528df1f460859b0ad6259797c8edde49c), [/tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_2D.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_2D.csv), /tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_3D.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/data_for_testing_3D.csv), /tmp/hf-datasets-cache/medium/datasets/91772110887391-config-parquet-and-info-introvoyz041-PyBaMM-2c289fa3/hub/datasets--introvoyz041--PyBaMM/snapshots/c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/lico2_ocv_example.csv (origin=hf://datasets/introvoyz041/PyBaMM@c53be51528df1f460859b0ad6259797c8edde49c/data/tests/unit/test_parameters/lico2_ocv_example.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.
OCV [V] float64 | Temperature [degC] int64 | dUdT [V/K] float64 |
|---|---|---|
3.1 | -20 | -0.001058 |
3.1 | 0 | -0.001269 |
3.1 | 20 | -0.001481 |
3.1 | 40 | -0.001586 |
3.15 | -20 | -0.000814 |
3.15 | 0 | -0.000977 |
3.15 | 20 | -0.00114 |
3.15 | 40 | -0.001222 |
3.2 | -20 | -0.000607 |
3.2 | 0 | -0.000729 |
3.2 | 20 | -0.00085 |
3.2 | 40 | -0.000911 |
3.25 | -20 | -0.000433 |
3.25 | 0 | -0.00052 |
3.25 | 20 | -0.000607 |
3.25 | 40 | -0.00065 |
3.3 | -20 | -0.00029 |
3.3 | 0 | -0.000348 |
3.3 | 20 | -0.000406 |
3.3 | 40 | -0.000435 |
3.35 | -20 | -0.000174 |
3.35 | 0 | -0.000209 |
3.35 | 20 | -0.000244 |
3.35 | 40 | -0.000261 |
3.4 | -20 | -0.000083 |
3.4 | 0 | -0.0001 |
3.4 | 20 | -0.000116 |
3.4 | 40 | -0.000125 |
3.45 | -20 | -0.000015 |
3.45 | 0 | -0.000017 |
3.45 | 20 | -0.00002 |
3.45 | 40 | -0.000022 |
3.5 | -20 | 0.000035 |
3.5 | 0 | 0.000042 |
3.5 | 20 | 0.000049 |
3.5 | 40 | 0.000052 |
3.55 | -20 | 0.000067 |
3.55 | 0 | 0.000081 |
3.55 | 20 | 0.000094 |
3.55 | 40 | 0.000101 |
3.6 | -20 | 0.000086 |
3.6 | 0 | 0.000103 |
3.6 | 20 | 0.00012 |
3.6 | 40 | 0.000129 |
3.65 | -20 | 0.000093 |
3.65 | 0 | 0.000112 |
3.65 | 20 | 0.00013 |
3.65 | 40 | 0.00014 |
3.7 | -20 | 0.000092 |
3.7 | 0 | 0.000111 |
3.7 | 20 | 0.000129 |
3.7 | 40 | 0.000138 |
3.75 | -20 | 0.000086 |
3.75 | 0 | 0.000103 |
3.75 | 20 | 0.00012 |
3.75 | 40 | 0.000128 |
3.8 | -20 | 0.000076 |
3.8 | 0 | 0.000091 |
3.8 | 20 | 0.000107 |
3.8 | 40 | 0.000114 |
3.85 | -20 | 0.000067 |
3.85 | 0 | 0.00008 |
3.85 | 20 | 0.000093 |
3.85 | 40 | 0.0001 |
3.9 | -20 | 0.00006 |
3.9 | 0 | 0.000072 |
3.9 | 20 | 0.000083 |
3.9 | 40 | 0.000089 |
3.95 | -20 | 0.000058 |
3.95 | 0 | 0.00007 |
3.95 | 20 | 0.000081 |
3.95 | 40 | 0.000087 |
4 | -20 | 0.000065 |
4 | 0 | 0.000078 |
4 | 20 | 0.000091 |
4 | 40 | 0.000097 |
4.05 | -20 | 0.000082 |
4.05 | 0 | 0.000099 |
4.05 | 20 | 0.000115 |
4.05 | 40 | 0.000124 |
4.1 | -20 | 0.000114 |
4.1 | 0 | 0.000136 |
4.1 | 20 | 0.000159 |
4.1 | 40 | 0.00017 |
4.15 | -20 | 0.000161 |
4.15 | 0 | 0.000194 |
4.15 | 20 | 0.000226 |
4.15 | 40 | 0.000242 |
4.2 | -20 | 0.000228 |
4.2 | 0 | 0.000274 |
4.2 | 20 | 0.00032 |
4.2 | 40 | 0.000342 |
4.25 | -20 | 0.000317 |
4.25 | 0 | 0.000381 |
4.25 | 20 | 0.000444 |
4.25 | 40 | 0.000476 |
4.3 | -20 | 0.000431 |
4.3 | 0 | 0.000517 |
4.3 | 20 | 0.000603 |
4.3 | 40 | 0.000646 |
End of preview.
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