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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 9 new columns ({'timeframes', 'index_available', 'lowest_strike', 'symbol', 'run_name', 'rounding_multiple', 'futures_available', 'ticker', 'highest_strike'}) and 5 missing columns ({'expiry_code', 'expiry_type', 'expiry_ist_time', 'expiry_timestamp', 'date'}).

This happened while the csv dataset builder was generating data using

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'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261006_131747.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261013_130535.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261019_111932.zip']

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 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, 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 795, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              run_name: string
              ticker: string
              symbol: string
              rounding_multiple: int64
              index_available: bool
              futures_available: bool
              lowest_strike: int64
              highest_strike: int64
              timeframes: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1370
              to
              {'date': Value('string'), 'expiry_timestamp': Value('int64'), 'expiry_ist_time': Value('string'), 'expiry_type': Value('string'), 'expiry_code': 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 1694, 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 1850, 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 9 new columns ({'timeframes', 'index_available', 'lowest_strike', 'symbol', 'run_name', 'rounding_multiple', 'futures_available', 'ticker', 'highest_strike'}) and 5 missing columns ({'expiry_code', 'expiry_type', 'expiry_ist_time', 'expiry_timestamp', 'date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX/NSE_NIFTY50_INDEX/NSE_NIFTY50_INDEX_tracker.csv (at revision 37ab39ca67cfa09bf9835c60056591dd42763eac), ['hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/NSE_NIFTY50_INDEX_expiries.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/NSE_NIFTY50_INDEX_tracker.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050CE_1_2026-06-21_to_2026-09-29.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050CE_5S_2026-06-21_to_2026-09-29.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050CE_5_2026-06-21_to_2026-09-29.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050CE_60_2026-06-21_to_2026-09-29.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050CE_D_2026-06-21_to_2026-09-29.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/individual_zips/NSE_NIFTY50_INDEX_20260929_101712/NIFTY26SEP21050PE_1_2026-06-21_to_2026-09-29.zip', 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'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/logs/NSE_NIFTY50_INDEX_20260929_101712/api_calls.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/logs/NSE_NIFTY50_INDEX_20261006_131747/api_calls.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/logs/NSE_NIFTY50_INDEX_20261013_130535/api_calls.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/logs/NSE_NIFTY50_INDEX_20261019_111932/api_calls.csv', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20260929_101712.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261006_131747.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261013_130535.zip', 'hf://datasets/deep776/FYERS_NSE_NIFTY50_INDEX@37ab39ca67cfa09bf9835c60056591dd42763eac/NSE_NIFTY50_INDEX/option_data/main_zip/NSE_NIFTY50_INDEX_20261019_111932.zip']
              
              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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date string	expiry_timestamp int64	expiry_ist_time string	expiry_type string	expiry_code string
24-06-2031	1,940,062,200	2031-06-24 15:40:00	M	JUN
31-12-2030	1,924,942,200	2030-12-31 15:40:00	M	DEC
25-06-2030	1,908,612,600	2030-06-25 15:40:00	M	JUN
24-12-2029	1,892,801,400	2029-12-24 15:40:00	M	DEC
26-06-2029	1,877,163,000	2029-06-26 15:40:00	M	JUN
26-12-2028	1,861,438,200	2028-12-26 15:40:00	M	DEC
27-06-2028	1,845,713,400	2028-06-27 15:40:00	M	JUN
28-12-2027	1,829,988,600	2027-12-28 15:40:00	M	DEC
28-09-2027	1,822,126,200	2027-09-28 15:40:00	M	SEP
29-06-2027	1,814,263,800	2027-06-29 15:40:00	M	JUN
30-03-2027	1,806,401,400	2027-03-30 15:40:00	M	MAR
29-12-2026	1,798,539,000	2026-12-29 15:40:00	M	DEC
23-11-2026	1,795,428,600	2026-11-23 15:40:00	M	NOV
17-11-2026	1,794,910,200	2026-11-17 15:40:00	W	N17
09-11-2026	1,794,219,000	2026-11-09 15:40:00	W	N09
03-11-2026	1,793,700,600	2026-11-03 15:40:00	W	N03
27-10-2026	1,793,095,800	2026-10-27 15:40:00	M	OCT
19-10-2026	1,792,404,600	2026-10-19 15:40:00	W	O19
13-10-2026	1,791,886,200	2026-10-13 15:40:00	W	O13
06-10-2026	1,791,281,400	2026-10-06 15:40:00	W	O06
29-09-2026	1,790,676,600	2026-09-29 15:40:00	M	SEP
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