Datasets:

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Terramorpha

/

b2b-hq-big

Like 0

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 2 new columns ({'{', '__index_level_0__'}) and 350 missing columns ({'Has PV', 'dishwasher_efficiency', 'mech_vent_2_hours_in_operation', 'geometry_average_ceiling_height', 'geometry_overhangs_left_distance_to_bottom_of_window', 'pool_heater_type', 'ceiling_fan_quantity', 'misc_plug_loads_other_usage_multiplier', 'geometry_overhangs_front_depth', 'hvac_control_cooling_weekday_setpoint', 'pv_system_max_power_output', 'Door Rvalue', 'Duct Leakage and Insulation', 'lighting_present', 'dishwasher_efficiency_type', 'mech_vent_fan_type', 'Piscine_Type', 'Spa_Utilisation_SaisonChaude', 'water_heater_standby_loss', 'Clothes Washer Usage Level', 'wall_color', 'Dehumidifier', 'window_area_back', 'misc_plug_loads_vehicle_annual_kwh', 'mech_vent_total_recovery_efficiency', 'window_front_wwr', 'Range Spot Vent Hour', 'lighting_garage_fraction_lfl', 'heat_pump_sizing_is_duct_limited', 'heat_pump_is_ducted', 'Territoire_HQ', 'cooking_range_oven_usage_multiplier', 'lighting_exterior_fraction_cfl', 'Tconsignes_chauffage_H3', 'dehumidifier_rh_setpoint', 'geometry_foundation_type', 'clothes_washer_efficiency_type', 'An_ConstructionCode', 'heat_pump_fraction_heat_load_served', 'dehumidifier_fraction_dehumidification_load_served', 'window_shgc', 'water_heater_recovery_efficiency', 'Ceiling Fan', 'Refrigerateur_Nombre', 'mech_vent_fan_power', 'clothes_washer_present', 'schedules_vacancy_period', 'pool_heater_usage_multiplier', 'skylight_area_left', 'ModeConsigne', 'floor_over_garage_assembly_r', 'freezer_rated_annual_kwh', 'mech_vent_2_total_recovery_efficiency', 
...
haufEau_Type', 'lighting_exterior_fraction_lfl', 'geometry_unit_type', 'geometry attic type', 'geometry_attic_type', 'misc_plug_loads_vehicle_present', 'mech_vent_num_units_served', 'geometry_unit_right_wall_is_adiabatic', 'skylight_area_front', 'Refrigerator Usage Level', 'bathroom_fans_start_hour', 'geometry_overhangs_front_distance_to_top_of_window', 'Diswasher Usage Level', 'heat_pump_heating_capacity_retention_temp', 'Lighting Usage Level', 'whole_house_fan_flow_rate', 'Insulation Foundation Wall', 'geometry_foundation_height_above_grade', 'Source_Energie_Chauf', 'cooking_range_oven_is_induction', 'heat_pump_backup_use_existing_system', 'Insulation Wall', 'pv_system_2_array_tilt', 'lighting_interior_fraction_cfl', 'permanent_spa_heater_annual_kwh', 'door_rvalue', 'Chauffage_Logement', 'whole_house_fan_power', 'geometry_overhangs_back_depth', 'Heating Setpoint', 'window_ufactor', 'dehumidifier_type', 'skylight_ufactor', 'window_left_wwr', 'Presence_Garage', 'Dishwasher Energy', 'window_area_left', 'permanent_spa_present', 'Presence_SousSol', 'clothes_dryer_present', 'LaveLinge_Type', 'HVAC Has Ducts', 'Piscine_ChaufType', 'window_fraction_operable', 'mech_vent_2_recovery_efficiency_type', 'dishwasher_present', 'geometry_unit_left_wall_is_adiabatic', 'heat_pump_heating_efficiency', 'PV System Size', 'dishwasher_label_gas_rate', 'floor_type', 'mech_vent_2_fan_type', 'Type_Batiment', 'permanent_spa_heater_type', 'mech_vent_2_fan_power', 'extra_refrigerator_usage_multiplier'}).

This happened while the csv dataset builder was generating data using

zip://Mapping-Region-EPWfiles.json::/tmp/hf-datasets-cache/medium/datasets/32298836426678-config-parquet-and-info-Terramorpha-b2b-hq-big-a4ac7b42/hub/datasets--Terramorpha--b2b-hq-big/snapshots/4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip, [/tmp/hf-datasets-cache/medium/datasets/32298836426678-config-parquet-and-info-Terramorpha-b2b-hq-big-a4ac7b42/hub/datasets--Terramorpha--b2b-hq-big/snapshots/4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip (origin=hf://datasets/Terramorpha/b2b-hq-big@4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip)]

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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              {: double
              __index_level_0__: string
              -- schema metadata --
              pandas: '{"index_columns": ["__index_level_0__"], "column_indexes": [{"na' + 435
              to
              {'Territoire_HQ': Value('string'), 'Region_Administrative': Value('string'), 'Type_Logement': Value('string'), 'ChaufEau_Presence': Value('string'), 'ChaufEau_Type': Value('string'), 'An_Construction': Value('string'), 'Nombre_Etages': Value('string'), 'Presence_SousSol': Value('string'), 'Nombre_Pieces': Value('int64'), 'Superficie_Totale': Value('string'), 'Nombre_Personnes': Value('string'), 'LaveLinge_Type': Value('string'), 'SecheLinge_Presence': Value('string'), 'Congelateur_Nombre': Value('string'), 'Refrigerateur_Nombre': Value('string'), 'LaveVaisselle_Presence': Value('string'), 'Cuisiniere_Presence': Value('string'), 'An_ConstructionCode': Value('string'), 'VRC': Value('string'), 'Infiltration': Value('string'), 'Spa_Presence': Value('string'), 'Spa_Logement': Value('string'), 'Spa_Saison': Value('string'), 'Spa_Utilisation_SaisonFroide': Value('string'), 'Spa_Utilisation_SaisonChaude': Value('string'), 'Piscine_Presence': Value('string'), 'Piscine_Type': Value('string'), 'Piscine_Chauffee': Value('string'), 'Piscine_ChaufType': Value('string'), 'Piscine_Toile': Value('string'), 'Piscine_Minuterie': Value('string'), 'Presence_Garage': Value('string'), 'Type_Batiment': Value('string'), 'Source_Energie_Chauf': Value('string'), 'Chauffage_Logement': Value('string'), 'Climatisation': Value('string'), 'ChaufEau_ChaufType': Value('string'), 'Cuisiniere_Energie': Value('string'), 'Mode_Occupation': Value('string'), 'Eclairage_LED': Value('string'), 'Vehicule_Presence': Va
              ...
              nt64'), 'pv_system_2_array_azimuth': Value('int64'), 'pv_system_present': Value('bool'), 'pv_system_max_power_output': Value('int64'), 'pv_system_location': Value('string'), 'pv_system_array_tilt': Value('string'), 'pv_system_2_present': Value('bool'), 'pv_system_2_max_power_output': Value('int64'), 'pv_system_2_array_tilt': Value('string'), 'radiant_barrier_attic_location': Value('string'), 'radiant_barrier_grade': Value('int64'), 'roof_material_type': Value('string'), 'roof_color': Value('string'), 'ducts_supply_location': Value('string'), 'ducts_return_location': Value('string'), 'ducts_leakage_units': Value('string'), 'ducts_supply_leakage_to_outside_value': Value('int64'), 'ducts_return_leakage_to_outside_value': Value('int64'), 'ducts_supply_insulation_r': Value('int64'), 'ducts_return_insulation_r': Value('int64'), 'cooling_system_cooling_compressor_type': Value('string'), 'water_heater_efficiency_type': Value('string'), 'mech_vent_flow_rate': Value('float64'), 'mech_vent_hours_in_operation': Value('float64'), 'mech_vent_fan_power': Value('float64'), 'misc_plug_loads_vehicle_annual_kwh': Value('float64'), 'heat_pump_compressor_lockout_temp': Value('float64'), 'permanent_spa_pump_annual_kwh': Value('float64'), 'permanent_spa_heater_annual_kwh': Value('float64'), 'geothermal_loop_grout_type': Value('string'), 'geothermal_loop_pipe_type': Value('string'), 'simulation_control_ground_to_air_heat_pump_model_type': Value('string'), 'schedules_vacancy_period': Value('string')}
              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 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 2 new columns ({'{', '__index_level_0__'}) and 350 missing columns ({'Has PV', 'dishwasher_efficiency', 'mech_vent_2_hours_in_operation', 'geometry_average_ceiling_height', 'geometry_overhangs_left_distance_to_bottom_of_window', 'pool_heater_type', 'ceiling_fan_quantity', 'misc_plug_loads_other_usage_multiplier', 'geometry_overhangs_front_depth', 'hvac_control_cooling_weekday_setpoint', 'pv_system_max_power_output', 'Door Rvalue', 'Duct Leakage and Insulation', 'lighting_present', 'dishwasher_efficiency_type', 'mech_vent_fan_type', 'Piscine_Type', 'Spa_Utilisation_SaisonChaude', 'water_heater_standby_loss', 'Clothes Washer Usage Level', 'wall_color', 'Dehumidifier', 'window_area_back', 'misc_plug_loads_vehicle_annual_kwh', 'mech_vent_total_recovery_efficiency', 'window_front_wwr', 'Range Spot Vent Hour', 'lighting_garage_fraction_lfl', 'heat_pump_sizing_is_duct_limited', 'heat_pump_is_ducted', 'Territoire_HQ', 'cooking_range_oven_usage_multiplier', 'lighting_exterior_fraction_cfl', 'Tconsignes_chauffage_H3', 'dehumidifier_rh_setpoint', 'geometry_foundation_type', 'clothes_washer_efficiency_type', 'An_ConstructionCode', 'heat_pump_fraction_heat_load_served', 'dehumidifier_fraction_dehumidification_load_served', 'window_shgc', 'water_heater_recovery_efficiency', 'Ceiling Fan', 'Refrigerateur_Nombre', 'mech_vent_fan_power', 'clothes_washer_present', 'schedules_vacancy_period', 'pool_heater_usage_multiplier', 'skylight_area_left', 'ModeConsigne', 'floor_over_garage_assembly_r', 'freezer_rated_annual_kwh', 'mech_vent_2_total_recovery_efficiency', 
              ...
              haufEau_Type', 'lighting_exterior_fraction_lfl', 'geometry_unit_type', 'geometry attic type', 'geometry_attic_type', 'misc_plug_loads_vehicle_present', 'mech_vent_num_units_served', 'geometry_unit_right_wall_is_adiabatic', 'skylight_area_front', 'Refrigerator Usage Level', 'bathroom_fans_start_hour', 'geometry_overhangs_front_distance_to_top_of_window', 'Diswasher Usage Level', 'heat_pump_heating_capacity_retention_temp', 'Lighting Usage Level', 'whole_house_fan_flow_rate', 'Insulation Foundation Wall', 'geometry_foundation_height_above_grade', 'Source_Energie_Chauf', 'cooking_range_oven_is_induction', 'heat_pump_backup_use_existing_system', 'Insulation Wall', 'pv_system_2_array_tilt', 'lighting_interior_fraction_cfl', 'permanent_spa_heater_annual_kwh', 'door_rvalue', 'Chauffage_Logement', 'whole_house_fan_power', 'geometry_overhangs_back_depth', 'Heating Setpoint', 'window_ufactor', 'dehumidifier_type', 'skylight_ufactor', 'window_left_wwr', 'Presence_Garage', 'Dishwasher Energy', 'window_area_left', 'permanent_spa_present', 'Presence_SousSol', 'clothes_dryer_present', 'LaveLinge_Type', 'HVAC Has Ducts', 'Piscine_ChaufType', 'window_fraction_operable', 'mech_vent_2_recovery_efficiency_type', 'dishwasher_present', 'geometry_unit_left_wall_is_adiabatic', 'heat_pump_heating_efficiency', 'PV System Size', 'dishwasher_label_gas_rate', 'floor_type', 'mech_vent_2_fan_type', 'Type_Batiment', 'permanent_spa_heater_type', 'mech_vent_2_fan_power', 'extra_refrigerator_usage_multiplier'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://Mapping-Region-EPWfiles.json::/tmp/hf-datasets-cache/medium/datasets/32298836426678-config-parquet-and-info-Terramorpha-b2b-hq-big-a4ac7b42/hub/datasets--Terramorpha--b2b-hq-big/snapshots/4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip, [/tmp/hf-datasets-cache/medium/datasets/32298836426678-config-parquet-and-info-Terramorpha-b2b-hq-big-a4ac7b42/hub/datasets--Terramorpha--b2b-hq-big/snapshots/4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip (origin=hf://datasets/Terramorpha/b2b-hq-big@4814041826f6dd80d96be64d3a25907adfe27a44/hydroquebec_big.zip)]
              
              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)