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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 15 new columns ({'side', 'bid_levels', 'chainlink_symbol', 'best_bid_size', 'price', 'size', 'ask_size_total', 'imbalance', 'has_book', 'chainlink_payload_ts', 'bid_size_total', 'chainlink_price', 'ask_levels', 'chainlink_message_ts', 'best_ask_size'})

This happened while the json dataset builder was generating data using

hf://datasets/trentmkelly/polymarket_crypto_derivatives_ext/btc15m_market1245210_2026-01-23_23-45-00_ext.ndjson (at revision 3df32a9294f8fb43d6e70454c2b284e1f513bc92)

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
              ts: int64
              message_ts: int64
              type: int64
              seq: int64
              dt_ms: int64
              progress: double
              outcome_up: int64
              outcome_down: int64
              side: int64
              price: double
              size: double
              best_bid: double
              best_ask: double
              spread: double
              has_book: int64
              mid: double
              bid_size_total: double
              ask_size_total: double
              imbalance: double
              chainlink_symbol: string
              chainlink_price: double
              chainlink_payload_ts: int64
              chainlink_message_ts: int64
              price_buy: double
              price_sell: double
              source: string
              bid_levels: int64
              ask_levels: int64
              best_bid_size: double
              best_ask_size: double
              to
              {'ts': Value('int64'), 'message_ts': Value('null'), 'type': Value('int64'), 'seq': Value('int64'), 'dt_ms': Value('int64'), 'progress': Value('float64'), 'outcome_up': Value('int64'), 'outcome_down': Value('int64'), 'best_bid': Value('float64'), 'best_ask': Value('float64'), 'spread': Value('float64'), 'mid': Value('float64'), 'price_buy': Value('float64'), 'price_sell': Value('float64'), 'source': 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 1334, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 911, in stream_convert_to_parquet
                  builder._prepare_split(
                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 15 new columns ({'side', 'bid_levels', 'chainlink_symbol', 'best_bid_size', 'price', 'size', 'ask_size_total', 'imbalance', 'has_book', 'chainlink_payload_ts', 'bid_size_total', 'chainlink_price', 'ask_levels', 'chainlink_message_ts', 'best_ask_size'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/trentmkelly/polymarket_crypto_derivatives_ext/btc15m_market1245210_2026-01-23_23-45-00_ext.ndjson (at revision 3df32a9294f8fb43d6e70454c2b284e1f513bc92)
              
              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)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

ts
int64
message_ts
null
type
int64
seq
int64
dt_ms
int64
progress
float64
outcome_up
int64
outcome_down
int64
best_bid
float64
best_ask
float64
spread
float64
mid
float64
price_buy
float64
price_sell
float64
source
string
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-39,429
1
0
1
1
0.999
-0.001
0.9995
0.999
1
price_api
1,769,313,610,725
null
4
206,216
-30,018
1
1
0
1
0.99
-0.01
0.995
0.99
1
price_api
1,769,314,505,796
null
4
146,032
-27,820
1
1
0
1
0.99
-0.01
0.995
0.99
1
price_api
1,769,315,395,681
null
4
219,990
-29,815
0.995201
1
0
0.01
0
-0.01
0.005
0
0.01
price_api
1,769,316,340,971
null
4
87,244
-20,384
1
1
0
1
0.999
-0.001
0.9995
0.999
1
price_api
1,769,317,225,637
null
4
176,229
-26,533
1
0
1
1
0.99
-0.01
0.995
0.99
1
price_api
1,769,318,115,814
null
4
200,975
-27,199
1
0
1
0.001
0
-0.001
0.0005
0
0.001
price_api
1,769,319,005,662
null
4
113,257
-28,229
1
0
1
1
0.999
-0.001
0.9995
0.999
1
price_api
1,769,319,895,651
null
4
112,528
-27,161
0.995168
0
1
1
0.999
-0.001
0.9995
0.999
1
price_api
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