Datasets:

---

sotef

/

lct

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 4 new columns ({'диспетчерское_название_объекта', 'вид_объекта', 'иерархия_уровень', 'родитель'}) and 5 missing columns ({'тип_инж_системы', 'ид_канала_данных', 'тип_датчика', 'тег_инженерной_системы', 'название_датчика'}).

This happened while the csv dataset builder was generating data using

zip://research/dataset/справочник_объектов_диспетчер.csv::hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip, ['hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip.sha256', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/dataset/справочник_каналов_датчиков.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/dataset/справочник_объектов_диспетчер.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/fire_anomaly_summary.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/nb10_sensor.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/per_object_results.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/channel_first_seen.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_access6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_fire6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_sensor6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_wear6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_access.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_fire.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_sensor.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_wear.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              ид_объект: int64
              иерархия_уровень: int64
              родитель: int64
              вид_объекта: string
              диспетчерское_название_объекта: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1607
              to
              {'ид_канала_данных': Value('int64'), 'тип_инж_системы': Value('string'), 'тип_датчика': Value('string'), 'тег_инженерной_системы': Value('string'), 'название_датчика': Value('string'), 'ид_объект': 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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 4 new columns ({'диспетчерское_название_объекта', 'вид_объекта', 'иерархия_уровень', 'родитель'}) and 5 missing columns ({'тип_инж_системы', 'ид_канала_данных', 'тип_датчика', 'тег_инженерной_системы', 'название_датчика'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://research/dataset/справочник_объектов_диспетчер.csv::hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip, ['hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/demo-data-2026.zip.sha256', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/dataset/справочник_каналов_датчиков.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/dataset/справочник_объектов_диспетчер.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/fire_anomaly_summary.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/nb10_sensor.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/research/models/per_object_results.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/channel_first_seen.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_access6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_fire6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_sensor6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/panels/subdaily_panel_wear6h_2026.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_access.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_fire.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_sensor.csv', 'hf://datasets/sotef/lct@ddaf1a6b25ad4dada30bc30465b28c1b6b89aad7/services/data/z_stats_wear.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)