Datasets:

---

Askhat777

/

quikstrike-data

like 3

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
ts: timestamp[s]
price: double
label: string
score: double
data_age_sec: double
frozen_straddle: double
atm_greeks: struct<call: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: doub (... 183 chars omitted)
  child 0, call: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: double, oi: int64 (... 31 chars omitted)
      child 0, delta: double
      child 1, gamma: double
      child 2, vega: double
      child 3, theta: double
      child 4, rho: double
      child 5, iv: double
      child 6, oi: int64
      child 7, volume: int64
      child 8, price: double
  child 1, put: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: double, oi: int64 (... 31 chars omitted)
      child 0, delta: double
      child 1, gamma: double
      child 2, vega: double
      child 3, theta: double
      child 4, rho: double
      child 5, iv: double
      child 6, oi: int64
      child 7, volume: int64
      child 8, price: double
vol_flow: struct<flow_signal: string, flow_strength: string, flow_bias_pct: double, bull_vol_pct: double, bear (... 253 chars omitted)
  child 0, flow_signal: string
  child 1, flow_strength: string
  child 2, flow_bias_pct: double
  child 3, bull_vol_pct: double
  child 4, bear_vol_pct: double
  child 5, near_bull_vol: int64
  child 6, near_bear_vol: int64
  child 7, near_total_vol: int64
  child 8, top_active_strikes: list<item: struct<s: double, total_vol: int64>>
    
...
ld 7, oi_imbalance: int64
  child 8, pc_oi_ratio: double
  child 9, net_delta_vol: double
  child 10, vol_imbalance: int64
  child 11, pc_vol_ratio: double
  child 12, vol_pressure_dir: int64
  child 13, vol_pressure_label: string
  child 14, call_vol_total: int64
  child 15, put_vol_total: int64
  child 16, vol_skew: double
  child 17, total_oi: int64
  child 18, total_volume: int64
level_plus1: double
frozen_ts: int64
datetime_utc: timestamp[s]
level_plus3: double
premiums_frozen: bool
session_iv: double
price_age_sec: double
dte_days: double
level_plus2: double
gex: struct<gex_profile: list<item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: doubl (... 195 chars omitted)
  child 0, gex_profile: list<item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: double>>
      child 0, item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: double>
          child 0, s: double
          child 1, gex: double
          child 2, c_oi: int64
          child 3, p_oi: int64
          child 4, gamma: double
  child 1, total_gex: double
  child 2, flip_strike: double
  child 3, positive_gex_zone: list<item: double>
      child 0, item: double
  child 4, negative_gex_zone: list<item: double>
      child 0, item: double
  child 5, gamma_walls: list<item: struct<s: double, gex: double>>
      child 0, item: struct<s: double, gex: double>
          child 0, s: double
          child 1, gex: double
  child 6, regime: string
straddle_premium: double
to
{'ts': Value('int64'), 'last_data_ts': Value('float64'), 'datetime_utc': Value('timestamp[s]'), 'status': Value('string'), 'future_price': Value('float64'), 'atm_strike': Value('float64'), 'atm_frozen': Value('bool'), 'frozen_strike': Value('float64'), 'frozen_ts': Value('int64'), 'frozen_date_et': Value('timestamp[s]'), 'premiums_frozen': Value('bool'), 'frozen_call_pr': Value('float64'), 'frozen_put_pr': Value('float64'), 'frozen_straddle': Value('float64'), 'premiums_frozen_date_et': Value('string'), 'premiums_frozen_ts': Value('int64'), 'session_straddle': Value('float64'), 'straddle_premium': Value('float64'), 'session_iv': Value('float64'), 'qs_method': Value('string'), 'sigma_pts': Value('float64'), 'center': Value('float64'), 'level_plus1': Value('float64'), 'level_minus1': Value('float64'), 'level_plus2': Value('float64'), 'level_minus2': Value('float64'), 'level_plus3': Value('float64'), 'level_minus3': Value('float64'), 'dte_days': Value('float64'), 'active_tab_expiry_date': Value('timestamp[s]'), 'sigma': {'qs_method': {'iv': Value('float64'), 'iv_pct': Value('float64'), 'dte_days': Value('float64'), 'future': Value('float64'), 'center': Value('float64'), 'sigma_pts': Value('float64'), 'level_plus1': Value('float64'), 'level_minus1': Value('float64'), 'level_plus2': Value('float64'), 'level_minus2': Value('float64'), 'level_plus3': Value('float64'), 'level_minus3': Value('float64'), 'level_plus0_5': Value('float64'), 'level_minus0_5': Value('float64')}}, 'atm_gree
...
 Value('int64')}, 'gex': {'gex_profile': List({'s': Value('float64'), 'gex': Value('float64'), 'c_oi': Value('int64'), 'p_oi': Value('int64'), 'gamma': Value('float64')}), 'total_gex': Value('float64'), 'flip_strike': Value('float64'), 'positive_gex_zone': List(Value('float64')), 'negative_gex_zone': List(Value('float64')), 'gamma_walls': List({'s': Value('float64'), 'gex': Value('float64')}), 'regime': Value('string')}, 'max_pain': {'max_pain': Value('float64'), 'min_pain_value': Value('float64'), 'top3_candidates': List({'s': Value('float64'), 'pain': Value('float64')})}, 'iv_skew': {'risk_reversal': Value('float64'), 'call_25d_iv': Value('float64'), 'put_25d_iv': Value('float64'), 'atm_iv': Value('float64'), 'skew_bias': Value('string')}, 'charm': {'charm_net_vol': Value('float64'), 'charm_net_oi': Value('float64'), 'charm_alert': Value('string'), 'total_vol': Value('int64')}, 'vanna': {'vanna_net_vol': Value('float64'), 'vanna_net_oi': Value('float64'), 'max_vanna_strike': Value('float64'), 'max_vanna_val': Value('float64')}, 'dealer_delta_map': {'dealer_delta_map': List({'s': Value('float64'), 'dd_oi': Value('float64'), 'dd_vol': Value('float64')}), 'total_dd_oi': Value('float64'), 'total_dd_vol': Value('float64'), 'resistance_walls': List({'s': Value('float64'), 'dd_vol': Value('float64')})}, 'straddle_theory': {'str_theory': Value('float64'), 'str_real': Value('float64'), 'premium_ratio': Value('float64'), 'premium_excess': Value('float64'), 'signal': Value('string')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 478, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              ts: timestamp[s]
              price: double
              label: string
              score: double
              data_age_sec: double
              frozen_straddle: double
              atm_greeks: struct<call: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: doub (... 183 chars omitted)
                child 0, call: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: double, oi: int64 (... 31 chars omitted)
                    child 0, delta: double
                    child 1, gamma: double
                    child 2, vega: double
                    child 3, theta: double
                    child 4, rho: double
                    child 5, iv: double
                    child 6, oi: int64
                    child 7, volume: int64
                    child 8, price: double
                child 1, put: struct<delta: double, gamma: double, vega: double, theta: double, rho: double, iv: double, oi: int64 (... 31 chars omitted)
                    child 0, delta: double
                    child 1, gamma: double
                    child 2, vega: double
                    child 3, theta: double
                    child 4, rho: double
                    child 5, iv: double
                    child 6, oi: int64
                    child 7, volume: int64
                    child 8, price: double
              vol_flow: struct<flow_signal: string, flow_strength: string, flow_bias_pct: double, bull_vol_pct: double, bear (... 253 chars omitted)
                child 0, flow_signal: string
                child 1, flow_strength: string
                child 2, flow_bias_pct: double
                child 3, bull_vol_pct: double
                child 4, bear_vol_pct: double
                child 5, near_bull_vol: int64
                child 6, near_bear_vol: int64
                child 7, near_total_vol: int64
                child 8, top_active_strikes: list<item: struct<s: double, total_vol: int64>>
                  
              ...
              ld 7, oi_imbalance: int64
                child 8, pc_oi_ratio: double
                child 9, net_delta_vol: double
                child 10, vol_imbalance: int64
                child 11, pc_vol_ratio: double
                child 12, vol_pressure_dir: int64
                child 13, vol_pressure_label: string
                child 14, call_vol_total: int64
                child 15, put_vol_total: int64
                child 16, vol_skew: double
                child 17, total_oi: int64
                child 18, total_volume: int64
              level_plus1: double
              frozen_ts: int64
              datetime_utc: timestamp[s]
              level_plus3: double
              premiums_frozen: bool
              session_iv: double
              price_age_sec: double
              dte_days: double
              level_plus2: double
              gex: struct<gex_profile: list<item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: doubl (... 195 chars omitted)
                child 0, gex_profile: list<item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: double>>
                    child 0, item: struct<s: double, gex: double, c_oi: int64, p_oi: int64, gamma: double>
                        child 0, s: double
                        child 1, gex: double
                        child 2, c_oi: int64
                        child 3, p_oi: int64
                        child 4, gamma: double
                child 1, total_gex: double
                child 2, flip_strike: double
                child 3, positive_gex_zone: list<item: double>
                    child 0, item: double
                child 4, negative_gex_zone: list<item: double>
                    child 0, item: double
                child 5, gamma_walls: list<item: struct<s: double, gex: double>>
                    child 0, item: struct<s: double, gex: double>
                        child 0, s: double
                        child 1, gex: double
                child 6, regime: string
              straddle_premium: double
              to
              {'ts': Value('int64'), 'last_data_ts': Value('float64'), 'datetime_utc': Value('timestamp[s]'), 'status': Value('string'), 'future_price': Value('float64'), 'atm_strike': Value('float64'), 'atm_frozen': Value('bool'), 'frozen_strike': Value('float64'), 'frozen_ts': Value('int64'), 'frozen_date_et': Value('timestamp[s]'), 'premiums_frozen': Value('bool'), 'frozen_call_pr': Value('float64'), 'frozen_put_pr': Value('float64'), 'frozen_straddle': Value('float64'), 'premiums_frozen_date_et': Value('string'), 'premiums_frozen_ts': Value('int64'), 'session_straddle': Value('float64'), 'straddle_premium': Value('float64'), 'session_iv': Value('float64'), 'qs_method': Value('string'), 'sigma_pts': Value('float64'), 'center': Value('float64'), 'level_plus1': Value('float64'), 'level_minus1': Value('float64'), 'level_plus2': Value('float64'), 'level_minus2': Value('float64'), 'level_plus3': Value('float64'), 'level_minus3': Value('float64'), 'dte_days': Value('float64'), 'active_tab_expiry_date': Value('timestamp[s]'), 'sigma': {'qs_method': {'iv': Value('float64'), 'iv_pct': Value('float64'), 'dte_days': Value('float64'), 'future': Value('float64'), 'center': Value('float64'), 'sigma_pts': Value('float64'), 'level_plus1': Value('float64'), 'level_minus1': Value('float64'), 'level_plus2': Value('float64'), 'level_minus2': Value('float64'), 'level_plus3': Value('float64'), 'level_minus3': Value('float64'), 'level_plus0_5': Value('float64'), 'level_minus0_5': Value('float64')}}, 'atm_gree
              ...
               Value('int64')}, 'gex': {'gex_profile': List({'s': Value('float64'), 'gex': Value('float64'), 'c_oi': Value('int64'), 'p_oi': Value('int64'), 'gamma': Value('float64')}), 'total_gex': Value('float64'), 'flip_strike': Value('float64'), 'positive_gex_zone': List(Value('float64')), 'negative_gex_zone': List(Value('float64')), 'gamma_walls': List({'s': Value('float64'), 'gex': Value('float64')}), 'regime': Value('string')}, 'max_pain': {'max_pain': Value('float64'), 'min_pain_value': Value('float64'), 'top3_candidates': List({'s': Value('float64'), 'pain': Value('float64')})}, 'iv_skew': {'risk_reversal': Value('float64'), 'call_25d_iv': Value('float64'), 'put_25d_iv': Value('float64'), 'atm_iv': Value('float64'), 'skew_bias': Value('string')}, 'charm': {'charm_net_vol': Value('float64'), 'charm_net_oi': Value('float64'), 'charm_alert': Value('string'), 'total_vol': Value('int64')}, 'vanna': {'vanna_net_vol': Value('float64'), 'vanna_net_oi': Value('float64'), 'max_vanna_strike': Value('float64'), 'max_vanna_val': Value('float64')}, 'dealer_delta_map': {'dealer_delta_map': List({'s': Value('float64'), 'dd_oi': Value('float64'), 'dd_vol': Value('float64')}), 'total_dd_oi': Value('float64'), 'total_dd_vol': Value('float64'), 'resistance_walls': List({'s': Value('float64'), 'dd_vol': Value('float64')})}, 'straddle_theory': {'str_theory': Value('float64'), 'str_real': Value('float64'), 'premium_ratio': Value('float64'), 'premium_excess': Value('float64'), 'signal': Value('string')}}
              because column names don't match