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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      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
bid_levels: int64
ask_levels: int64
best_bid_size: double
best_ask_size: double
price_buy: double
price_sell: double
source: string
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
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, 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
              bid_levels: int64
              ask_levels: int64
              best_bid_size: double
              best_ask_size: double
              price_buy: double
              price_sell: double
              source: string
              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
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, 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 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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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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0.99
-0.01
0.995
0.99
1
price_api
1,769,312,710,202
null
4
35,411
-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
End of preview.

Polymarket crypto derivatives extended data

This dataset is outdated. Use trentmkelly/polymarket_crypto_derivatives instead.

This repository contains older extended NDJSON shards for Polymarket crypto derivative markets. The filenames encode market IDs and timestamps, with assets such as BTC, SOL, and XRP represented across 15-minute market windows.

Files

The data is stored as many .ndjson files, for example:

  • btc15m_market..._ext.ndjson
  • sol15m_market..._ext.ndjson
  • xrp15m_market..._ext.ndjson

Recommendation

For current work, prefer the maintained dataset:

trentmkelly/polymarket_crypto_derivatives

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