1. A method for converting a hybrid flow comprising: identifying a plurality of task nodes of a hybrid flow; combining each of the plurality of task nodes with a plurality of corresponding operators of the hybrid flow; and converting the combined plurality of task nodes and the plurality of corresponding operators of the hybrid flow to a data flow graph using a code template.