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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 11 new columns ({'entry_price_cents', 'coin', 'amount', 'direction', 'outcome', 'scenario', 'pnl', 'scenario_description', 'hour', 'quality', 'engine'}) and 2 missing columns ({'{', '__index_level_0__'}).

This happened while the csv dataset builder was generating data using

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'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_stablecoin_depeg_20260715_124144.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260526_193517.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260526_194959.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260527_000518.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260527_021736.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260527_073323.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260705_110151.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260707_113736.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260713_194530.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260717_125025.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260718_161905.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_08_utc_multi_20260718_161905.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260526_192708.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260526_194240.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260526_195720.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260526_220532.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260527_005405.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260527_025952.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260527_063541.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260704_110500.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260704_172145.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260705_183417.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260707_103106.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260708_172316.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260714_172108.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_up_21_utc_btc_xrp_20260715_124144.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_whale_dump_20260526_193700.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_whale_dump_20260704_105733.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_whale_dump_20260705_101619.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_whale_dump_20260705_222135.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_whale_dump_20260717_144455.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/synthetic.zip', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/synthetic_20260521_071940.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 1837, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              coin: string
              direction: string
              entry_price_cents: double
              outcome: string
              scenario: string
              amount: double
              pnl: double
              hour: int64
              scenario_description: string
              quality: string
              engine: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1560
              to
              {'{': Value('float64'), '__index_level_0__': 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 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 1683, 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 1839, 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 11 new columns ({'entry_price_cents', 'coin', 'amount', 'direction', 'outcome', 'scenario', 'pnl', 'scenario_description', 'hour', 'quality', 'engine'}) and 2 missing columns ({'{', '__index_level_0__'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/mindchain/synthetic-trading-data-v1/phoenix_anti_v11_20260714_135459.csv (at revision e48d2505f446c4ba20ebbd0b51ae3790beb5490e), ['hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260526_193858.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260526_195328.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260526_204308.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260526_224646.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260527_054703.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260527_082028.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260527_082544.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260704_193611.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260714_135459.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260714_135459.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260714_213552.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260714_213552.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260717_144455.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_anti_v11_20260719_061309.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260526_195910.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260705_110151.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260707_133854.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260708_172316.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260713_203026.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260714_172108.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_bnb_down_14_utc_20260717_125025.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260526_193052.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260526_194624.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260526_203553.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260526_220920.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260526_232822.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260527_013950.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260527_030410.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260704_110022.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260705_222135.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260707_130259.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260713_203026.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260714_190756.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260714_190756.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260717_132418.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260718_193800.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_correlation_break_20260718_193800.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_crash_20pct_20260526_192852.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_crash_20pct_20260707_141200.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_crash_20pct_20260713_124056.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_crash_20pct_20260713_210953.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_crash_20pct_20260718_193800.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260526_194038.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260526_212748.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260704_164803.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260705_230045.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260713_082326.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_etf_approval_20260714_190756.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260704_172145.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260707_130259.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260713_182537.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260714_095256.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260714_183105.csv', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260714_183105.csv.meta.json', 'hf://datasets/mindchain/synthetic-trading-data-v1@e48d2505f446c4ba20ebbd0b51ae3790beb5490e/phoenix_extreme_fear_crash_20260717_132418.csv', 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              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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