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RealSR

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batch_0602_typeI

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RealSR 7

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 ({'e', 'Pb', 'PBDOT'}) and 4 missing columns ({'G', 'RA', 'win_pct', 'R'}).

This happened while the csv dataset builder was generating data using

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(origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/pfas_soil_sorption__log_kd/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/pp_total_cross_section_donnachie_landshoff__sigma_tot/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/pp_total_cross_section_donnachie_landshoff__sigma_tot/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/proton_em_form_factor__GE_over_GD/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/proton_em_form_factor__GE_over_GD/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/protoplanetary_disk_mmflux__F_mm/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/protoplanetary_disk_mmflux__F_mm/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/pv_module_temperature_efficiency_pvpmc__P_max/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/pv_module_temperature_efficiency_pvpmc__P_max/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/qg_turbulence_subgrid_pyqg__Sq/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/qg_turbulence_subgrid_pyqg__Sq/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/red_giant_asteroseismology__delta_nu/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/red_giant_asteroseismology__delta_nu/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/red_giant_asteroseismology__nu_max/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/red_giant_asteroseismology__nu_max/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/rock_core_permeability_norweg__log_k/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/rock_core_permeability_norweg__log_k/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/running_endurance_iaaf__velocity/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/running_endurance_iaaf__velocity/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/smbh_mass_sigma_relation__log_M_BH/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/smbh_mass_sigma_relation__log_M_BH/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/sne_ia_distance_modulus_pantheonplus__mu/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/sne_ia_distance_modulus_pantheonplus__mu/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/solar_flat_plate_collector_graz_efficiency__eta_thermal/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/solar_flat_plate_collector_graz_efficiency__eta_thermal/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FEV1_L/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FEV1_L/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FVC_L/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FVC_L/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/trade_gravity_cepii__log_tradeflow/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/trade_gravity_cepii__log_tradeflow/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/traffic_flow_density_ngsim__q_flow/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/traffic_flow_density_ngsim__q_flow/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/tree_biomass_allometry_chave__agb/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/tree_biomass_allometry_chave__agb/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/ttauri_accretion__L_acc/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/ttauri_accretion__L_acc/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/volcanic_column_mer_ivespa__H_top/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/volcanic_column_mer_ivespa__H_top/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/wind_turbine_power_curve_engie__power_kW/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/wind_turbine_power_curve_engie__power_kW/data/train.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
              PBDOT: double
              Pb: double
              e: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 579
              to
              {'win_pct': Value('float64'), 'R': Value('int64'), 'RA': Value('int64'), 'G': 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 1348, 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 ({'e', 'Pb', 'PBDOT'}) and 4 missing columns ({'G', 'RA', 'win_pct', 'R'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/RealSR/batch_0602_typeI/binary_pulsar_post_keplerian_atnf__PBDOT/data/train.csv (at revision 3da031bee3c8b24fa35750974bd2028770c231ef), [/tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/baseball_pythagorean_winpct_lahman__win_pct/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/baseball_pythagorean_winpct_lahman__win_pct/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/binary_pulsar_post_keplerian_atnf__PBDOT/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/binary_pulsar_post_keplerian_atnf__PBDOT/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/bird_flight_speed_alerstam__Ue/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/bird_flight_speed_alerstam__Ue/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__Mdisk/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__Mdisk/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__Mej/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__Mej/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__vej/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/bns_merger_disk_ejecta__vej/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/bns_postmerger_waveform_core__f2/data/train.csv 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/tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/cepheid_period_luminosity__M_W/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/cepheid_period_luminosity__M_W/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/cloud_cover_parameterization__cloud_cover/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/cloud_cover_parameterization__cloud_cover/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/commuting_gravity_lodes__flow_Tij/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/commuting_gravity_lodes__flow_Tij/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/dna_melting_temperature_khandelwal__Tm/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/dna_melting_temperature_khandelwal__Tm/data/train.csv), 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/tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FEV1_L/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FEV1_L/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FVC_L/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/spirometry_nhanes__FVC_L/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/trade_gravity_cepii__log_tradeflow/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/trade_gravity_cepii__log_tradeflow/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/traffic_flow_density_ngsim__q_flow/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/traffic_flow_density_ngsim__q_flow/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/tree_biomass_allometry_chave__agb/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/tree_biomass_allometry_chave__agb/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/ttauri_accretion__L_acc/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/ttauri_accretion__L_acc/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/volcanic_column_mer_ivespa__H_top/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/volcanic_column_mer_ivespa__H_top/data/train.csv), /tmp/hf-datasets-cache/medium/datasets/71795455011655-config-parquet-and-info-RealSR-batch_0602_typeI-bbb2ca17/hub/datasets--RealSR--batch_0602_typeI/snapshots/3da031bee3c8b24fa35750974bd2028770c231ef/wind_turbine_power_curve_engie__power_kW/data/train.csv (origin=hf://datasets/RealSR/batch_0602_typeI@3da031bee3c8b24fa35750974bd2028770c231ef/wind_turbine_power_curve_engie__power_kW/data/train.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)