When applied to the futures market, the forward, anticipation and uncertainty of futures prices lead to strong volatility and randomness, and high leverage further magnifies the uncertainty, so the prediction of futures prices is similar to the black box nature. The core idea of trial and error method is introduced into futures trading, and the spread opening method derived from it, combined with the fund management method derived from data analysis, develops the whole theoretical system framework of trial and error trading at present.