Datasets:

PW6
/

AMDF_embedding

License:

Dataset Preview

Split (1)

train

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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 4 new columns ({'topic_keywords', 'article_name', 'abstract', 'topic_id'}) and 768 missing columns ({'-0.0812067613', '0.225720197', '0.383803666', '-0.303602695', '-0.397770613', '0.0584387556', '-0.184926108', '0.412650228', '-0.123888746', '-0.0502914451', '0.566016316', '-0.0374969728', '-0.119439013', '-0.799074948', '-0.2506302', '-0.172337621', '-0.33551082', '0.184055328', '0.357563883', '0.542866111', '0.0360793211', '0.0188307948', '-0.301088154', '0.0316218249', '0.471412748', '-0.431913018', '-0.363012791', '-0.421439797', '0.101300985', '0.526956439', '-0.0733274743', '0.0529288612', '-0.13730514', '0.467310756', '0.291573554', '0.447855026', '0.3087897', '-0.26928851', '-0.0366537683', '0.0579845719', '-0.236393318', '-0.122185387', '-0.605253875', '0.145690918', '-0.166717321', '-0.134873539', '0.243828103', '0.257875055', '-0.137723267', '0.409178168', '0.220227808', '0.122199818', '-0.0292668566', '-0.195041209', '0.0322335884', '0.0761062652', '-0.376788318', '0.248491228', '0.142373532', '0.184052259', '0.0860781521', '0.0702784359', '0.000222900868', '0.0615393221', '0.091855377', '-0.262596667', '0.0960856006', '0.0094832629', '0.482794493', '0.117618211', '0.104861371', '-0.0847245306', '-0.682675898', '-0.190306544', '0.487476975', '0.0398514792', '0.695814908', '-0.193364948', '0.456629843', '0.0893849432', '0.111158744', '0.208476588', '0.276889056', '-0.0276134703', '-0.449881077', '-0.334827632', '-0.0997950733', '-0.76149559', '0.00581295788', '-0.132118091', '-0.460506648', '0.941976428', '0.0223172884', '-0.270496309', '0.529621482', '-0.683006
...
.20184949', '-0.703606009', '-0.869053066', '0.234413862', '-0.240653127', '0.129115179', '-0.205764651', '-0.377475768', '0.147871554', '0.196964473', '-0.00317506515', '0.556945622', '0.0865110978', '0.169614628', '-0.0664773732', '-0.20721072', '-0.439720392', '-0.0520467125', '-0.485812604', '-0.136153355', '0.285638183', '0.197983786', '0.143406272', '-0.506319404', '-0.045363538', '0.352216989', '-0.272843957', '0.3620179', '-0.244125783', '-0.455202341', '-0.148829907', '-0.165352717', '-0.183291733', '-0.667285442', '0.757814288', '0.0669945851', '-0.950143933', '0.135521054', '0.272125393', '0.107778087', '-0.711557388', '0.175627366', '0.340580285', '-0.137225464', '-0.151434228', '0.468746752', '0.171237335', '-0.0478485748', '-0.0580507778', '-0.540593803', '-0.263262302', '0.090470776', '0.131952137', '0.341694295', '-0.231424063', '0.411832571', '0.250821561', '0.157393441', '0.481730878', '-0.342924476', '-0.607941806', '0.0166451875', '0.231521547', '-0.274825633', '0.0611413829', '-0.281403214', '-0.029320199', '-0.457636774', '-0.300606608', '-0.0592269599', '0.45115611', '0.453339458', '0.144744098', '-0.663285971', '-0.326574355', '-0.376640737', '0.613466561', '0.438254297', '0.0183988847', '-0.068346791', '0.112430021', '-0.0452398024', '-0.196602613', '-0.143074811', '-0.426178843', '-0.371694595', '-0.0183660109', '-0.237262681', '0.768372416', '0.251891017', '-0.078683719', '0.476542473', '0.0372558832', '-0.558387518', '-0.31151548', '-0.0192381497'}).

This happened while the csv dataset builder was generating data using

hf://datasets/PW6/AMDF_embedding/abstract/metadata.tsv (at revision d6bede3f4357ea4800cc234196df463cfaa8c8b5), ['hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/abstract/embeddings.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/abstract/metadata.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/element/embeddings_normalized.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/element/metadata.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/process/process_embeddings.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/process/process_metadata.tsv']

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/python3.14/site-packages/datasets/builder.py", line 1856, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 811, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 822, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              article_name: string
              topic_id: int64
              topic_keywords: string
              abstract: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 761
              to
              {'0.202017263': Value('float64'), '0.695814908': Value('float64'), '0.246384308': Value('float64'), '0.0895431712': Value('float64'), '0.435258776': Value('float64'), '-0.362217486': Value('float64'), '-0.272000879': Value('float64'), '-0.65611285': Value('float64'), '-0.235921413': Value('float64'), '-0.254125029': Value('float64'), '-0.212137967': Value('float64'), '0.339850187': Value('float64'), '0.678987741': Value('float64'), '0.0178600233': Value('float64'), '0.208657548': Value('float64'), '0.117618211': Value('float64'), '0.607844472': Value('float64'), '0.123098679': Value('float64'), '0.152927294': Value('float64'), '0.0253378749': Value('float64'), '0.224963173': Value('float64'), '-0.0709835961': Value('float64'), '0.104861371': Value('float64'), '-0.732352614': Value('float64'), '-0.00317506515': Value('float64'), '-0.111574791': Value('float64'), '0.116532877': Value('float64'), '0.58294946': Value('float64'), '0.417985737': Value('float64'), '0.431980759': Value('float64'), '0.412650228': Value('float64'), '-0.0230856948': Value('float64'), '-0.492999673': Value('float64'), '0.214645639': Value('float64'), '-0.302628636': Value('float64'), '0.184687957': Value('float64'), '0.252397954': Value('float64'), '0.129115179': Value('float64'), '-0.557662368': Value('float64'), '-0.141107172': Value('float64'), '-0.0614714511': Value('float64'), '-0.341713041': Value('float64'), '-0.274440259': Value('float64'), '0.454458863': Value('float64'), '0.276966333': Value('f
              ...
              : Value('float64'), '-0.122326307': Value('float64'), '-0.114279956': Value('float64'), '-0.0478485748': Value('float64'), '-0.326574355': Value('float64'), '0.0184990633': Value('float64'), '0.322731316': Value('float64'), '0.0322335884': Value('float64'), '-0.0942819417': Value('float64'), '0.587843597': Value('float64'), '-0.032927122': Value('float64'), '-0.692340732': Value('float64'), '-0.153797597': Value('float64'), '-0.49146387': Value('float64'), '-0.10972704': Value('float64'), '-0.0297638811': Value('float64'), '-0.159878597': Value('float64'), '0.184055328': Value('float64'), '0.166056126': Value('float64'), '-0.0440469086': Value('float64'), '0.10693267': Value('float64'), '0.391291559': Value('float64'), '0.384395033': Value('float64'), '0.184052259': Value('float64'), '0.0372558832': Value('float64'), '0.142004564': Value('float64'), '0.517243743': Value('float64'), '-0.703606009': Value('float64'), '-0.215133503': Value('float64'), '0.208214775': Value('float64'), '0.0819747671': Value('float64'), '-0.36566481': Value('float64'), '0.468209326': Value('float64'), '0.181975231': Value('float64'), '-0.164651856': Value('float64'), '0.506613195': Value('float64'), '-0.303159475': Value('float64'), '-0.166333109': Value('float64'), '-0.311526209': Value('float64'), '-0.268418103': Value('float64'), '-0.029320199': Value('float64'), '0.231345534': Value('float64'), '-0.201790884': Value('float64'), '-0.0599726513': Value('float64'), '0.571430445': 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 1379, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 4 new columns ({'topic_keywords', 'article_name', 'abstract', 'topic_id'}) and 768 missing columns ({'-0.0812067613', '0.225720197', '0.383803666', '-0.303602695', '-0.397770613', '0.0584387556', '-0.184926108', '0.412650228', '-0.123888746', '-0.0502914451', '0.566016316', '-0.0374969728', '-0.119439013', '-0.799074948', '-0.2506302', '-0.172337621', '-0.33551082', '0.184055328', '0.357563883', '0.542866111', '0.0360793211', '0.0188307948', '-0.301088154', '0.0316218249', '0.471412748', '-0.431913018', '-0.363012791', '-0.421439797', '0.101300985', '0.526956439', '-0.0733274743', '0.0529288612', '-0.13730514', '0.467310756', '0.291573554', '0.447855026', '0.3087897', '-0.26928851', '-0.0366537683', '0.0579845719', '-0.236393318', '-0.122185387', '-0.605253875', '0.145690918', '-0.166717321', '-0.134873539', '0.243828103', '0.257875055', '-0.137723267', '0.409178168', '0.220227808', '0.122199818', '-0.0292668566', '-0.195041209', '0.0322335884', '0.0761062652', '-0.376788318', '0.248491228', '0.142373532', '0.184052259', '0.0860781521', '0.0702784359', '0.000222900868', '0.0615393221', '0.091855377', '-0.262596667', '0.0960856006', '0.0094832629', '0.482794493', '0.117618211', '0.104861371', '-0.0847245306', '-0.682675898', '-0.190306544', '0.487476975', '0.0398514792', '0.695814908', '-0.193364948', '0.456629843', '0.0893849432', '0.111158744', '0.208476588', '0.276889056', '-0.0276134703', '-0.449881077', '-0.334827632', '-0.0997950733', '-0.76149559', '0.00581295788', '-0.132118091', '-0.460506648', '0.941976428', '0.0223172884', '-0.270496309', '0.529621482', '-0.683006
              ...
              .20184949', '-0.703606009', '-0.869053066', '0.234413862', '-0.240653127', '0.129115179', '-0.205764651', '-0.377475768', '0.147871554', '0.196964473', '-0.00317506515', '0.556945622', '0.0865110978', '0.169614628', '-0.0664773732', '-0.20721072', '-0.439720392', '-0.0520467125', '-0.485812604', '-0.136153355', '0.285638183', '0.197983786', '0.143406272', '-0.506319404', '-0.045363538', '0.352216989', '-0.272843957', '0.3620179', '-0.244125783', '-0.455202341', '-0.148829907', '-0.165352717', '-0.183291733', '-0.667285442', '0.757814288', '0.0669945851', '-0.950143933', '0.135521054', '0.272125393', '0.107778087', '-0.711557388', '0.175627366', '0.340580285', '-0.137225464', '-0.151434228', '0.468746752', '0.171237335', '-0.0478485748', '-0.0580507778', '-0.540593803', '-0.263262302', '0.090470776', '0.131952137', '0.341694295', '-0.231424063', '0.411832571', '0.250821561', '0.157393441', '0.481730878', '-0.342924476', '-0.607941806', '0.0166451875', '0.231521547', '-0.274825633', '0.0611413829', '-0.281403214', '-0.029320199', '-0.457636774', '-0.300606608', '-0.0592269599', '0.45115611', '0.453339458', '0.144744098', '-0.663285971', '-0.326574355', '-0.376640737', '0.613466561', '0.438254297', '0.0183988847', '-0.068346791', '0.112430021', '-0.0452398024', '-0.196602613', '-0.143074811', '-0.426178843', '-0.371694595', '-0.0183660109', '-0.237262681', '0.768372416', '0.251891017', '-0.078683719', '0.476542473', '0.0372558832', '-0.558387518', '-0.31151548', '-0.0192381497'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/PW6/AMDF_embedding/abstract/metadata.tsv (at revision d6bede3f4357ea4800cc234196df463cfaa8c8b5), ['hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/abstract/embeddings.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/abstract/metadata.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/element/embeddings_normalized.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/element/metadata.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/process/process_embeddings.tsv', 'hf://datasets/PW6/AMDF_embedding@d6bede3f4357ea4800cc234196df463cfaa8c8b5/process/process_metadata.tsv']
              
              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.

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