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Fetch and store historical candles locally. Once cached, backtests run instantly without calling Zerodha. Fetch takes ~2-3 min per instrument for 10 years.
Fetches 5-min FUTURES candles (real volume) for the current near-month contract. Used to compute intraday VWAP for the live regime filter (Bull entries require close > VWAP, Bear entries require close < VWAP). Index candles have zero volume by definition, so VWAP cannot be computed from them — futures are the only volume source. Contract lifetime caps lookback at ~85 days, so this is live-only — it does not extend backtest history. Re-fetch periodically (e.g. weekly) so the cache tracks the rolling near-month contract.
Fetch real ATM option candles from Angel One for each trading day. Once cached, backtest uses actual option prices instead of BS estimates — dramatically improves accuracy. Fetches CE + PE for ATM strike for each day. Angel One must be connected.