Datasets:

---

Mihretab-N

/

turing

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 53 new columns ({'Channel', 'Metric_13', 'Metric_23', 'Metric_03', 'Metric_40', 'Metric_35', 'Clicks', 'Region', 'Spend_USD', 'Device', 'Metric_39', 'Metric_31', 'Metric_02', 'Metric_33', 'Metric_12', 'Audience', 'Metric_18', 'Metric_36', 'Metric_06', 'Campaign_ID', 'Metric_14', 'Metric_29', 'Metric_25', 'Metric_04', 'Metric_05', 'Metric_16', 'Quality_Score', 'Metric_19', 'Metric_21', 'Impressions', 'Metric_10', 'Metric_27', 'Metric_26', 'Metric_20', 'Metric_28', 'Revenue_USD', 'Metric_17', 'Metric_22', 'Metric_24', 'Metric_11', 'Metric_32', 'Metric_37', 'Metric_01', 'Campaign_Type', 'Metric_08', 'Conversions', 'Metric_38', 'Metric_07', 'Metric_15', 'Metric_09', 'Metric_30', 'Metric_34', 'Date'}) and 1 missing columns ({'Timestamp|Depth_m|Pressure_bar|ROV_Temp_C|Battery_%|Heading_deg|Speed_kn|Status'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Mihretab-N/turing/campaign_performance_dec.csv (at revision 7f4e3b99808d903c88c01c296bfdfdb312b8d8f7)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Campaign_ID: string
              Date: string
              Channel: string
              Region: string
              Campaign_Type: string
              Device: string
              Audience: string
              Impressions: int64
              Clicks: int64
              Spend_USD: double
              Conversions: int64
              Revenue_USD: double
              Quality_Score: int64
              Metric_01: double
              Metric_02: double
              Metric_03: double
              Metric_04: double
              Metric_05: double
              Metric_06: double
              Metric_07: double
              Metric_08: double
              Metric_09: double
              Metric_10: double
              Metric_11: double
              Metric_12: double
              Metric_13: double
              Metric_14: double
              Metric_15: double
              Metric_16: double
              Metric_17: double
              Metric_18: double
              Metric_19: double
              Metric_20: double
              Metric_21: double
              Metric_22: double
              Metric_23: double
              Metric_24: double
              Metric_25: double
              Metric_26: double
              Metric_27: double
              Metric_28: double
              Metric_29: double
              Metric_30: double
              Metric_31: double
              Metric_32: double
              Metric_33: double
              Metric_34: double
              Metric_35: double
              Metric_36: double
              Metric_37: double
              Metric_38: double
              Metric_39: double
              Metric_40: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 6543
              to
              {'Timestamp|Depth_m|Pressure_bar|ROV_Temp_C|Battery_%|Heading_deg|Speed_kn|Status': 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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 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 53 new columns ({'Channel', 'Metric_13', 'Metric_23', 'Metric_03', 'Metric_40', 'Metric_35', 'Clicks', 'Region', 'Spend_USD', 'Device', 'Metric_39', 'Metric_31', 'Metric_02', 'Metric_33', 'Metric_12', 'Audience', 'Metric_18', 'Metric_36', 'Metric_06', 'Campaign_ID', 'Metric_14', 'Metric_29', 'Metric_25', 'Metric_04', 'Metric_05', 'Metric_16', 'Quality_Score', 'Metric_19', 'Metric_21', 'Impressions', 'Metric_10', 'Metric_27', 'Metric_26', 'Metric_20', 'Metric_28', 'Revenue_USD', 'Metric_17', 'Metric_22', 'Metric_24', 'Metric_11', 'Metric_32', 'Metric_37', 'Metric_01', 'Campaign_Type', 'Metric_08', 'Conversions', 'Metric_38', 'Metric_07', 'Metric_15', 'Metric_09', 'Metric_30', 'Metric_34', 'Date'}) and 1 missing columns ({'Timestamp|Depth_m|Pressure_bar|ROV_Temp_C|Battery_%|Heading_deg|Speed_kn|Status'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Mihretab-N/turing/campaign_performance_dec.csv (at revision 7f4e3b99808d903c88c01c296bfdfdb312b8d8f7)
              
              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)