Taking the problem of drawing lots as an example, this paper presents the basic idea and form of the total probability formula step by step through the in-depth analysis of it. In this paper, the source of event complexity is discussed to explore the search process of the complete event group in depth, and then several typical scenarios and analysis methods for determining the complete event group are discussed to help readers understand and master the total probability formula.