Datasets:

Shashkovich
/

Telecommunication_SMS_time_series

Tasks:

Time Series Forecasting

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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 1 new columns ({'hlrDelay'}) and 1 missing columns ({'label'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Shashkovich/Telecommunication_SMS_time_series/Vendor A/TS_15min_hlrDelay.csv (at revision 682322226da03c6505bd8e41448f1898d8131372)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Event time: string
              hlrDelay: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 499
              to
              {'Event time': Value(dtype='string', id=None), 'label': Value(dtype='int64', id=None)}
              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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 1 new columns ({'hlrDelay'}) and 1 missing columns ({'label'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Shashkovich/Telecommunication_SMS_time_series/Vendor A/TS_15min_hlrDelay.csv (at revision 682322226da03c6505bd8e41448f1898d8131372)
              
              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)

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Event time string	label int64
2023-01-01 00:00:00	130
2023-01-01 00:15:00	59
2023-01-01 00:30:00	0
2023-01-01 00:45:00	57
2023-01-01 01:00:00	95
2023-01-01 01:15:00	0
2023-01-01 01:30:00	2
2023-01-01 01:45:00	23
2023-01-01 02:00:00	18
2023-01-01 02:15:00	22
2023-01-01 02:30:00	20
2023-01-01 02:45:00	84
2023-01-01 03:00:00	12
2023-01-01 03:15:00	13
2023-01-01 03:30:00	22
2023-01-01 03:45:00	36
2023-01-01 04:00:00	18
2023-01-01 04:15:00	38
2023-01-01 04:30:00	16
2023-01-01 04:45:00	4
2023-01-01 05:00:00	21
2023-01-01 05:15:00	16
2023-01-01 05:30:00	15
2023-01-01 05:45:00	16
2023-01-01 06:00:00	128
2023-01-01 06:15:00	138
2023-01-01 06:30:00	129
2023-01-01 06:45:00	78
2023-01-01 07:00:00	74
2023-01-01 07:15:00	130
2023-01-01 07:30:00	148
2023-01-01 07:45:00	101
2023-01-01 08:00:00	116
2023-01-01 08:15:00	97
2023-01-01 08:30:00	103
2023-01-01 08:45:00	149
2023-01-01 09:00:00	2,285
2023-01-01 09:15:00	77
2023-01-01 09:30:00	80
2023-01-01 09:45:00	118
2023-01-01 10:00:00	118
2023-01-01 10:15:00	101
2023-01-01 10:30:00	132
2023-01-01 10:45:00	92
2023-01-01 11:00:00	127
2023-01-01 11:15:00	95
2023-01-01 11:30:00	121
2023-01-01 11:45:00	98
2023-01-01 12:00:00	70
2023-01-01 12:15:00	82
2023-01-01 12:30:00	78
2023-01-01 12:45:00	94
2023-01-01 13:00:00	109
2023-01-01 13:15:00	91
2023-01-01 13:30:00	57
2023-01-01 13:45:00	66
2023-01-01 14:00:00	77
2023-01-01 14:15:00	77
2023-01-01 14:30:00	119
2023-01-01 14:45:00	89
2023-01-01 15:00:00	58
2023-01-01 15:15:00	60
2023-01-01 15:30:00	67
2023-01-01 15:45:00	85
2023-01-01 16:00:00	120
2023-01-01 16:15:00	97
2023-01-01 16:30:00	83
2023-01-01 16:45:00	74
2023-01-01 17:00:00	88
2023-01-01 17:15:00	120
2023-01-01 17:30:00	97
2023-01-01 17:45:00	85
2023-01-01 18:00:00	86
2023-01-01 18:15:00	87
2023-01-01 18:30:00	67
2023-01-01 18:45:00	92
2023-01-01 19:00:00	104
2023-01-01 19:15:00	62
2023-01-01 19:30:00	51
2023-01-01 19:45:00	39
2023-01-01 20:00:00	59
2023-01-01 20:15:00	57
2023-01-01 20:30:00	74
2023-01-01 20:45:00	63
2023-01-01 21:00:00	49
2023-01-01 21:15:00	34
2023-01-01 21:30:00	38
2023-01-01 21:45:00	79
2023-01-01 22:00:00	108
2023-01-01 22:15:00	19
2023-01-01 22:30:00	9
2023-01-01 22:45:00	71
2023-01-01 23:00:00	38
2023-01-01 23:15:00	6
2023-01-01 23:30:00	2
2023-01-01 23:45:00	6
2023-01-02 00:00:00	19
2023-01-02 00:15:00	24
2023-01-02 00:30:00	8
2023-01-02 00:45:00	21