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Datasets:
MuhaoGuo
/
M2oE2TimeSeriesData

Tasks:
Time Series Forecasting
Languages:
English
Tags:
weather
power
License:
Dataset card Data Studio Files
xet
Community
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 8 new columns ({'wind_speed', 'air_temperature', 'site_id', 'wind_direction', 'sea_level_pressure', 'dew_temperature', 'precip_depth_1_hr', 'cloud_coverage'}) and 3 missing columns ({'building_id', 'meter', 'meter_reading'}).

This happened while the csv dataset builder was generating data using

hf://datasets/MuhaoGuo/M2oE2TimeSeriesData/Building/weather_train.csv (at revision 82a9aa045e2be6bb2906318d261c59c11fcc647d)

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              site_id: int64
              timestamp: string
              air_temperature: double
              cloud_coverage: double
              dew_temperature: double
              precip_depth_1_hr: double
              sea_level_pressure: double
              wind_direction: double
              wind_speed: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1405
              to
              {'building_id': Value('int64'), 'meter': Value('int64'), 'timestamp': Value('string'), 'meter_reading': 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 1438, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, 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 8 new columns ({'wind_speed', 'air_temperature', 'site_id', 'wind_direction', 'sea_level_pressure', 'dew_temperature', 'precip_depth_1_hr', 'cloud_coverage'}) and 3 missing columns ({'building_id', 'meter', 'meter_reading'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MuhaoGuo/M2oE2TimeSeriesData/Building/weather_train.csv (at revision 82a9aa045e2be6bb2906318d261c59c11fcc647d)
              
              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.

building_id
int64
meter
int64
timestamp
string
meter_reading
float64
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