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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 ({'ieee_key', 'ieee_title_abbrev', 'normalized_title'}) and 5 missing columns ({'matched_sources', 'source_core_papers', 'core_share_weighted', 'threshold_canonical_sources', 'source_total_papers'}).
This happened while the csv dataset builder was generating data using
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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
ieee_key: string
ieee_section: string
ieee_category: string
ieee_title_abbrev: string
normalized_title: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 893
to
{'ieee_section': Value('string'), 'ieee_category': Value('string'), 'matched_sources': Value('int64'), 'threshold_canonical_sources': Value('int64'), 'source_total_papers': Value('int64'), 'source_core_papers': Value('int64'), 'core_share_weighted': 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 ({'ieee_key', 'ieee_title_abbrev', 'normalized_title'}) and 5 missing columns ({'matched_sources', 'source_core_papers', 'core_share_weighted', 'threshold_canonical_sources', 'source_total_papers'}).
This happened while the csv dataset builder was generating data using
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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.
ieee_section string | ieee_category string | matched_sources int64 | threshold_canonical_sources int64 | source_total_papers int64 | source_core_papers int64 | core_share_weighted float64 |
|---|---|---|---|---|---|---|
journals | physics, electrons, nanotechnology, nuclear and quantum electronics | 12 | 2 | 125,784 | 40,183 | 0.31946 |
journals | electromagnetics, antennas, EMI, magnetics and microwave | 14 | 3 | 130,612 | 29,660 | 0.227085 |
journals | energy, power and conversion | 11 | 3 | 73,636 | 27,894 | 0.378809 |
magazines_online | magazines_online | 58 | 2 | 266,475 | 23,999 | 0.090061 |
journals | industrial, commercial and consumer | 11 | 1 | 59,996 | 18,095 | 0.301603 |
journals | semiconductors, superconductors, electrochemical and solid state | 4 | 1 | 42,063 | 14,244 | 0.338635 |
journals | circuits, signals, systems, audio and controls | 26 | 0 | 119,777 | 7,357 | 0.061422 |
journals | instrumentation and measurement | 1 | 0 | 23,217 | 5,955 | 0.256493 |
journals | education, engineering, history, IEEE, professional | 12 | 0 | 45,169 | 5,026 | 0.111271 |
journals | insulation and materials | 2 | 2 | 10,651 | 4,111 | 0.385973 |
journals | sensors | 1 | 0 | 25,851 | 2,984 | 0.115431 |
journals | components, packaging and manufacturing | 15 | 0 | 20,555 | 2,601 | 0.126539 |
journals | optics, lightwave and photonics | 4 | 0 | 51,099 | 2,049 | 0.040099 |
journals | medical and biological | 15 | 1 | 42,376 | 2,016 | 0.047574 |
journals | autos, transportation and vehicles (non-aerospace) | 5 | 0 | 31,877 | 1,994 | 0.062553 |
journals | aerospace and military | 6 | 0 | 14,056 | 1,489 | 0.105933 |
journals | reliability | 2 | 1 | 10,029 | 1,248 | 0.124439 |
journals | communications | 7 | 0 | 57,410 | 1,126 | 0.019613 |
journals | mechanical | 2 | 0 | 10,165 | 806 | 0.079292 |
journals | computers, computation, networking and software | 23 | 0 | 85,216 | 696 | 0.008167 |
journals | cybernetics, ergonomics, robots, man-machine, artificial intelligence and automation | 23 | 0 | 53,735 | 191 | 0.003554 |
journals | earth, wind, fire and water | 5 | 0 | 45,774 | 185 | 0.004042 |
journals | coding, data, information, knowledge | 5 | 0 | 32,977 | 60 | 0.001819 |
journals | computer graphics, imaging, and multimedia | 4 | 0 | 24,895 | 4 | 0.000161 |
journals | aerospace and military | null | null | null | null | null |
journals | aerospace and military | null | null | null | null | null |
journals | aerospace and military | null | null | null | null | null |
journals | aerospace and military | null | null | null | null | null |
journals | aerospace and military | null | null | null | null | null |
journals | aerospace and military | null | null | null | null | null |
journals | autos, transportation and vehicles (non-aerospace) | null | null | null | null | null |
journals | autos, transportation and vehicles (non-aerospace) | null | null | null | null | null |
journals | autos, transportation and vehicles (non-aerospace) | null | null | null | null | null |
journals | autos, transportation and vehicles (non-aerospace) | null | null | null | null | null |
journals | autos, transportation and vehicles (non-aerospace) | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | circuits, signals, systems, audio and controls | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | communications | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | components, packaging and manufacturing | null | null | null | null | null |
journals | coding, data, information, knowledge | null | null | null | null | null |
journals | coding, data, information, knowledge | null | null | null | null | null |
journals | coding, data, information, knowledge | null | null | null | null | null |
journals | coding, data, information, knowledge | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
journals | computers, computation, networking and software | null | null | null | null | null |
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