Datasets:

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RealSR

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batch_0602_typeII

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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 ({'n_qm', 'l_qm', 'binding_energy_cm1'}) and 3 missing columns ({'force_N', 'R_m', 'indentation_m'}).

This happened while the csv dataset builder was generating data using

hf://datasets/RealSR/batch_0602_typeII/alkali_rydberg_levels_quantum_defect__binding_energy/data/train.csv (at revision 5be0efa2272de9f9b55286f235151f924b0b97ae), ['hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/afm_nanoindentation_spherical_zef18__force_indentation/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/alkali_rydberg_levels_quantum_defect__binding_energy/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/alpha_decay_geiger_nuttall_nubase__log_half_life/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/baseflow_recession_nwis__Q_t/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/biodiversity_distance_decay__Sim_sor/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/blood_clot_constitutive__tau_ss/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/chiller_gordon_ng_universal__one_over_COP_minus_1/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/co2_adsorption_zeolite_isodb_toth__n_ads/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/cobb_douglas_growth_pwt__log_Y/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/coral_reef_fish_growth_wicquart__length_mm/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/cosmic_ray_eas_auger__dE_dX/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/disinfection_kinetics_chick_watson__log_reduction/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/ecoli_antibiotic_temperature_growth__OD24h/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/ecoli_growth_curve_chemically_defined__od600/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/electron_impact_ionization_alecs__cross_section/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/fluid_surface_tension_nist_webbook_eotvos__sigma/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/income_distribution_wid__pareto_alpha/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/intertemporal_discount__p_ll/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/latent_heat_flux_kgdsr__LE/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/leaf_light_response_photosynthesis_schmiege__net_assimilation/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/li_metal_battery_capacity_stanford__cap_dischg_mAh/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/life_expectancy_oeppen_vaupel_hmd__e0/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/measles_tsir_uk__cases_weekly/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mof_co2_adsorption_langmuir_crafted__q_CO2/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_gompertz_makeham_hmd__log_m_adult/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_gompertz_makeham_hmd_postwar__log_m_adult/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_heligman_pollard_hmd__log_m_full/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mosquito_larvicide_resistance_culex__probit_mortality/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mouse_skin_biaxial_constitutive__sigma11/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mouse_skin_biaxial_constitutive__sigma22/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/open_channel_flow_manning_usgs__mean_velocity/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/optical_dispersion_sellmeier__refractive_index/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/plant_competition_reciprocal_yield__mean_plant_mass/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/polymer_melt_viscosity_polyverse__log10_eta_poise/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/predator_functional_response_forage__prey_eaten/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/sex_mortality_ratio_hmd__log_sex_ratio/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/silicate_melt_viscosity_gpvisc__log_viscosity/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/soil_exoenzyme_kinetics_alves__activity_rate/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/soil_water_retention_gshp__theta/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/solar_spectrum_sorce_sim__planck_radiance/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/solar_sunspot_silso__ssn/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/spectrophotometry_beer_lambert_chromate__absorbance/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/stomatal_conductance_sapfluxnet__gc/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/streamchannel_at_station_hydraulic_geometry_ifmha__chan_width/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/thermal_performance_curve__pf_utpc/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/top_income_share_wid__top_share_log/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/tree_height_diameter_chave__height_m/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/tumor_growth_mouse__tumor_volume/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/urban_scaling_msa_bea__log_GMP/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/v1_orientation_tuning_stringer__neuron_response/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/weir_flow_tilting_pugh__discharge/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/woody_plant_allometry_baad__a_lf/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 1837, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              binding_energy_cm1: double
              n_qm: int64
              l_qm: int64
              group_id: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 721
              to
              {'force_N': Value('float64'), 'indentation_m': Value('float64'), 'R_m': Value('float64'), 'group_id': 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 1361, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 ({'n_qm', 'l_qm', 'binding_energy_cm1'}) and 3 missing columns ({'force_N', 'R_m', 'indentation_m'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/RealSR/batch_0602_typeII/alkali_rydberg_levels_quantum_defect__binding_energy/data/train.csv (at revision 5be0efa2272de9f9b55286f235151f924b0b97ae), ['hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/afm_nanoindentation_spherical_zef18__force_indentation/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/alkali_rydberg_levels_quantum_defect__binding_energy/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/alpha_decay_geiger_nuttall_nubase__log_half_life/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/baseflow_recession_nwis__Q_t/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/biodiversity_distance_decay__Sim_sor/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/blood_clot_constitutive__tau_ss/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/chiller_gordon_ng_universal__one_over_COP_minus_1/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/co2_adsorption_zeolite_isodb_toth__n_ads/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/cobb_douglas_growth_pwt__log_Y/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/coral_reef_fish_growth_wicquart__length_mm/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/cosmic_ray_eas_auger__dE_dX/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/disinfection_kinetics_chick_watson__log_reduction/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/ecoli_antibiotic_temperature_growth__OD24h/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/ecoli_growth_curve_chemically_defined__od600/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/electron_impact_ionization_alecs__cross_section/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/fluid_surface_tension_nist_webbook_eotvos__sigma/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/income_distribution_wid__pareto_alpha/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/intertemporal_discount__p_ll/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/latent_heat_flux_kgdsr__LE/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/leaf_light_response_photosynthesis_schmiege__net_assimilation/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/li_metal_battery_capacity_stanford__cap_dischg_mAh/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/life_expectancy_oeppen_vaupel_hmd__e0/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/measles_tsir_uk__cases_weekly/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mof_co2_adsorption_langmuir_crafted__q_CO2/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_gompertz_makeham_hmd__log_m_adult/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_gompertz_makeham_hmd_postwar__log_m_adult/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mortality_heligman_pollard_hmd__log_m_full/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mosquito_larvicide_resistance_culex__probit_mortality/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mouse_skin_biaxial_constitutive__sigma11/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/mouse_skin_biaxial_constitutive__sigma22/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/open_channel_flow_manning_usgs__mean_velocity/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/optical_dispersion_sellmeier__refractive_index/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/plant_competition_reciprocal_yield__mean_plant_mass/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/polymer_melt_viscosity_polyverse__log10_eta_poise/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/predator_functional_response_forage__prey_eaten/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/sex_mortality_ratio_hmd__log_sex_ratio/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/silicate_melt_viscosity_gpvisc__log_viscosity/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/soil_exoenzyme_kinetics_alves__activity_rate/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/soil_water_retention_gshp__theta/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/solar_spectrum_sorce_sim__planck_radiance/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/solar_sunspot_silso__ssn/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/spectrophotometry_beer_lambert_chromate__absorbance/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/stomatal_conductance_sapfluxnet__gc/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/streamchannel_at_station_hydraulic_geometry_ifmha__chan_width/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/thermal_performance_curve__pf_utpc/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/top_income_share_wid__top_share_log/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/tree_height_diameter_chave__height_m/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/tumor_growth_mouse__tumor_volume/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/urban_scaling_msa_bea__log_GMP/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/v1_orientation_tuning_stringer__neuron_response/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/weir_flow_tilting_pugh__discharge/data/train.csv', 'hf://datasets/RealSR/batch_0602_typeII@5be0efa2272de9f9b55286f235151f924b0b97ae/woody_plant_allometry_baad__a_lf/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)