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valory

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prediction_market_data

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Valory 8

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 12 new columns ({'error_message', 'win_probability', 'vote', 'confidence', 'request_id', 'info_utility', 'mech_address', 'p_no', 'error', 'deliver_block', 'p_yes', 'prompt_response'}) and 19 missing columns ({'roi', 'net_earnings', 'market_status', 'trade_fee_amount', 'collateral_amount', 'earnings', 'trader_address', 'title', 'creation_timestamp', 'redeemed', 'num_mech_calls', 'winning_trade', 'is_invalid', 'trade_id', 'mech_fee_amount', 'current_answer', 'outcome_index', 'redeemed_amount', 'outcomes_tokens_traded'}).

This happened while the csv dataset builder was generating data using

hf://datasets/valory/prediction_market_data/delivers.csv (at revision 548e39adb37e6a6d5be4374d4a064d3580eaab74)

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
              request_id: string
              deliver_block: int64
              error: bool
              error_message: string
              prompt_response: double
              mech_address: double
              p_yes: double
              p_no: double
              confidence: double
              info_utility: double
              vote: string
              win_probability: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1698
              to
              {'trader_address': Value(dtype='string', id=None), 'trade_id': Value(dtype='string', id=None), 'creation_timestamp': Value(dtype='string', id=None), 'title': Value(dtype='string', id=None), 'market_status': Value(dtype='string', id=None), 'collateral_amount': Value(dtype='float64', id=None), 'outcome_index': Value(dtype='int64', id=None), 'trade_fee_amount': Value(dtype='float64', id=None), 'outcomes_tokens_traded': Value(dtype='float64', id=None), 'current_answer': Value(dtype='float64', id=None), 'is_invalid': Value(dtype='bool', id=None), 'winning_trade': Value(dtype='bool', id=None), 'earnings': Value(dtype='float64', id=None), 'redeemed': Value(dtype='bool', id=None), 'redeemed_amount': Value(dtype='float64', id=None), 'num_mech_calls': Value(dtype='int64', id=None), 'mech_fee_amount': Value(dtype='float64', id=None), 'net_earnings': Value(dtype='float64', id=None), 'roi': Value(dtype='float64', 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 1316, in compute_config_parquet_and_info_response
                  parquet_operations, partial = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
                  builder._prepare_split(
                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 12 new columns ({'error_message', 'win_probability', 'vote', 'confidence', 'request_id', 'info_utility', 'mech_address', 'p_no', 'error', 'deliver_block', 'p_yes', 'prompt_response'}) and 19 missing columns ({'roi', 'net_earnings', 'market_status', 'trade_fee_amount', 'collateral_amount', 'earnings', 'trader_address', 'title', 'creation_timestamp', 'redeemed', 'num_mech_calls', 'winning_trade', 'is_invalid', 'trade_id', 'mech_fee_amount', 'current_answer', 'outcome_index', 'redeemed_amount', 'outcomes_tokens_traded'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/valory/prediction_market_data/delivers.csv (at revision 548e39adb37e6a6d5be4374d4a064d3580eaab74)
              
              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)