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Different input streams

If there are two inputs to a hadoop job one is text and another is binary (Sequence file), is there a way to set InputFormatClass to these two different streams ?
job.setInputFormatClass will set to one type of input. Does that mean a hadoop job can not take input in two different formats?

Ajay Srivastava