This paper mainly attempts to probe into “prose as poetry” of Du Fu's poetry. At present, the discussions of “prose as poetry” mainly concerntrate on Han Yu' poetry and Song Dynasty's poetry. Generally it think that “prose as poetry” is the character of Song Dynasty's poetry. And they can trace the source of “prose as poetry” back to Han Yu' poetry. In fact, the origin of “prose as poetry” should be Du Fu's poetry. As to the topic for discussion, “the common factors of the poetry and prose” is this paper's approach of study. In fact, the poetry and prose are dirrerent, however, having a common characteristic between them, their common characteristic is the “Fu”. That is to say, Du Fu often use “Fu” to narrate and remark the happenings. And this leads to that people think Du Fu possessed “prose as poetry”, so people think his poetry possessed prose's technique of expression.