python: vectorizing simulator using time-series financial data

Question

Dataframe of one day tick data from multiple tickers: df = pd.DataFrame({\'time\': [090000, 090000, 090000, 090001 ... 150000], \'ticker\': [A, B, A, C ... Z], \'price\': [10,20