Question

I want to chain 3 rounds of MapReduce and at the third one to be able to read the original input as well as the output of the second job. Is this at all possible?

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Solution

You could setup the last Job to use 2 mappers one of which can have the original file as the input. Assuming you would need to reduce both the inputs (input of first job & output of second job) on some common key. MultipleInputs

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