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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 7 new columns ({'oi', 'low', 'volume', 'high', 'time', 'close', 'open'}) and 5 missing columns ({'expiry_type', 'expiry_code', 'date', 'expiry_ist_time', 'expiry_timestamp'}).
This happened while the csv dataset builder was generating data using
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'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260927_003839/NIFTY50-INDEX_60_2026-06-19_to_2026-09-27.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260927_003839/NIFTY50-INDEX_D_2026-06-19_to_2026-09-27.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260926_140949/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260926_142050/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260926_143304/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260926_144225/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260926_144750/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260927_002535/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/logs/NSE_NIFTY50_INDEX_20260927_003839/api_calls.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/main_zip/NSE_NIFTY50_INDEX_20260926_140949.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/main_zip/NSE_NIFTY50_INDEX_20260926_142050.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/main_zip/NSE_NIFTY50_INDEX_20260926_144750.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/main_zip/NSE_NIFTY50_INDEX_20260927_002535.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/main_zip/NSE_NIFTY50_INDEX_20260927_003839.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 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 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
time: int64
open: double
high: double
low: double
close: double
volume: int64
oi: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1031
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 7 new columns ({'oi', 'low', 'volume', 'high', 'time', 'close', 'open'}) and 5 missing columns ({'expiry_type', 'expiry_code', 'date', 'expiry_ist_time', 'expiry_timestamp'}).
This happened while the csv dataset builder was generating data using
zip://NIFTY26SEP23100CE_1_2026-06-18_to_2026-09-26.csv::hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_1_2026-06-18_to_2026-09-26.zip, ['hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/NSE_NIFTY50_INDEX_expiries.csv', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_1_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_5S_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_5_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_60_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100CE_D_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100PE_1_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100PE_5S_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100PE_5_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100PE_60_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23100PE_D_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23150CE_1_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23150CE_5S_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23150CE_5_2026-06-18_to_2026-09-26.zip', 'hf://datasets/deep776/FYERS_PARTIAL_RUNS@1270728a41e7e857b0dd3e17bdcb4c906e44376c/NSE_NIFTY50_INDEX/option_data_partial/individual_zips/NSE_NIFTY50_INDEX_20260926_140949/NIFTY26SEP23150CE_60_2026-06-18_to_2026-09-26.zip', 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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)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.
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 |
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 |
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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