When can a reduce class also serve as a combiner without affecting the output of a MapReduce program?
A) When the types of the reduce operation's input key and input value match the types of the reducer's output key and output value and when the reduce operation is both communicative and associative.
B) When the signature of the reduce method matches the signature of the combine method.
C) Always. Code can be reused in Java since it is a polymorphic object-oriented programming language.
D) Always. The point of a combiner is to serve as a mini-reducer directly after the map phase to increase performance.
E) Never. Combiners and reducers must be implemented separately because they serve different purposes.

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Quizplus · Accepted Answer

The reduce class can serve as a combiner when the reduce operation is both commutative and associative, and the input and output types match. This ensures that the intermediate results produced by the combiner do not affect the final output.

When Can a Reduce Class Also Serve as a Combiner