Reinforcement Agent Preprocessing Live Trading

The preprocessing method in trading_env.py drops “high”, “low”, “close”, “volume” columns.

When using the model in live trading, how would you preprocess the candles? Should the RSI, ATR etc be calculated on the open and current price instead of the close price since it would not exist yet?