Java Streams: Replacing groupingBy and reducing by toMap

This pattern became evident by experience with using both collectors. You’ll find several Q&As on Stackoverflow, where a problem could be solved with either collector, but one of them seems a better fit for the particular task.

This is a variation of the difference between Reduction and Mutable Reduction. In the first case, we use reduce on the Stream, in the second we use collect. It comes naturally, that the groupingBy collector, which takes a second Collector as argument, is the right tool when we want to apply a Mutable Reduction to the groups.

Not that obviously, the toMap collector taking a merge function is the right tool when we want to perform a classical Reduction, as that merge function has the same shape and purpose as a Reduction function, even if it is not called as such.

In practice, we note that the collectors which perform a Reduction, return an Optional, which is usually not desired when being used with groupingBy, which is the reason why toMap works more smoothly in these cases.

There are surely more patterns which become apparent while using these APIs, but collecting them in one answer is not the scope of Stackoverflow.

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