Systems and methods may provide refactoring data flow applications without source code changes or recompilation. An apparatus may create a map file that describes how an original graph structure and node properties are mapped to a new structure and set of properties. A runtime system aware of the mapping may transform a graph that is constructed by the data flow application into the new structure at runtime.
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