HOW TO SCAN 1000 EQUITY STOCKS FOR A SPECIFIC CONDITION IN 2 OR 3 SECOND ? DURING 9.25 TO 9.45 TIME

vineshmaster
THE PROCESS IS TO FILTER OUT SYMBOLS FROM A LIST OF 1500 SYMBOLS FOR A PARTICULAR 3 CONDITIONS DURING 9.25am TO 9.45 am WINDOW (5 min TIMEFRAME). I HAVE ACCESS TO BOTH LIVE DATA AND HISTORICAL DATA.THE PROCESS HAS TO BE COMPLETED IN 2 TO 3 SECONDS SO THAT ONCE THE CONDITION GETS SATISFIED, I CAN ENTER INTO THE CURRENT 5 MINUTES CANDLE
WHAT IS THE BEST WAY OF OPTIMISING THE CODE IN PYTHON? (OPEN TO CHANGE FROM PYTHON TO ANY OTHER LANGUAGE)
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