Hugging Face's logo

Datasets:
smilegeng
/
reg_forecasting

Modalities:
Tabular
Time-series
Size:
100K<n<1M
Tags:
tsfile
time-series
tabular
energy
forecasting
weather
Dataset card Files
xet
 Community
Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/tsfile/tsfile.py", line 271, in _split_generators
                  scan = self._scan_metadata(all_files)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/tsfile/tsfile.py", line 304, in _scan_metadata
                  from tsfile.constants import TIME_COLUMN, ColumnCategory
              ModuleNotFoundError: No module named 'tsfile'
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 66, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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.

REG-Forecasting (TsFile)

Apache TsFile version of wachawich/REG-Forecasting.

Overview

Renewable Energy Generation (REG) forecasting data at hourly granularity, spanning 2020-01-01 to 2025-11-19 (UTC). Each record pairs the power generation of a given hour (value) with the meteorological and solar-geometry features for that same hour, for use in generation-forecasting models.

  • Two generation types: type_name = Solar / Wind (fueltype 1 / 2).
  • Forecast target: value — generation in that hour.
  • Features: radiation, cloud cover, temperature, humidity, pressure, wind speed/direction, precipitation, plus engineered features such as day_of_year, sin_doy, cos_doy, season, solar_zenith_noon_deg, and sunrise/sunset times.

Schema (TsFile structure)

  • Time (INT64, milliseconds, UTC) — the timestamp of each hourly record.
  • type_name (TAG) — the device dimension, Solar / Wind (2 devices). Query a single type with WHERE type_name='Solar'.
  • All remaining columns are FIELDs: value plus the meteorological and engineered features.

Type mapping: integer columns → INT64, floating-point columns → DOUBLE, string columns → STRING.

Usage

Read data.tsfile with the Apache TsFile Java or Python SDK.

Source & license

Downloads last month
52
Total file size:
4.66 MB