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Date: 2025-03-06 19:10:52
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1. Is there a functional difference between chain and flatMap?

Yes, there is, although it’s small:

Example:

// flatMap — the new Uni depends on the item
Uni<User> user = Uni.createFrom().item("123")
    .flatMap(id -> fetchUserFromDatabase(id)); 

// chain — just executing the next action
Uni<Void> action = Uni.createFrom().item("123")
    .chain(() -> sendAnalyticsEvent());

2. Are there edge cases where they behave differently?

Yes, two important differences:

  1. chain handles null gracefully, while flatMap throws a NullPointerException.

    Uni<String> uni = Uni.createFrom().item("Hello");
    uni.flatMap(item -\> null); // java.lang.NullPointerException: Mapper returned null
    uni.chain(item -\> null); // Works, interpreted as an empty Uni
    
  2. Error handling – both propagate exceptions, but chain is more predictable since it works sequentially.

3. If the difference is small, why have both methods?

To improve code readability. Other reactive libraries (Reactor, RxJava) only have flatMap, but Mutiny introduced chain to make it clear when you don’t need the result and just want to execute the next step.

4. Are there best practices for using them?

Yes:

Simple rule of thumb:
Need to work with the result?flatMap
Just executing the next action?chain
Expecting null?chain

5. Are there historical or architectural reasons for both methods?

Yes. flatMap comes from functional programming and reactive libraries. Mutiny introduced chain to make code more readable when you don’t need the data and just want to execute the next step.

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Posted by: Maksim Banit