java - Difference between chain and flatMap in Uni Mutiny, or is it just about readability? - Stack Overflow

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I’ve been working with Uni Mutiny for reactive programming in Java and noticed that both chain and flatMap seem to serve similar purposes. From what I understand, both methods are used to transform the item emitted by a Uni into another Uni, effectively chaining or composing asynchronous operations.

For example, consider the following code snippets:

Using flatMap:

Uni<String> uni1 = Uni.createFrom().item("Hello");
Uni<String> result = uni1.flatMap(item -> Uni.createFrom().item(item + " World"));
result.subscribe().with(System.out::println); // Output: "Hello World"

Using chain:

Uni<String> uni1 = Uni.createFrom().item("Hello");
Uni<String> result = uni1.chain(item -> Uni.createFrom().item(item + " World"));
result.subscribe().with(System.out::println); // Output: "Hello World"

Both snippets produce the same result, and the behaviour seems identical. The only difference I can see is that chain appears to be more explicit about the intent of chaining or sequencing operations, while flatMap is more general-purpose.

My Question:

• Is there any functional difference between chain and flatMap in Uni Mutiny?
  • For example, do they handle errors differently, or is there a performance difference?
  • Are there any edge cases where one would behave differently from the other?
• If there is no functional difference, is the distinction purely for readability and intent?
  • If so, are there any best practices or conventions for when to use chain vs. flatMap?
• Are there any historical or design reasons for having both methods?

I’ve been working with Uni Mutiny for reactive programming in Java and noticed that both chain and flatMap seem to serve similar purposes. From what I understand, both methods are used to transform the item emitted by a Uni into another Uni, effectively chaining or composing asynchronous operations.

For example, consider the following code snippets:

Using flatMap:

Uni<String> uni1 = Uni.createFrom().item("Hello");
Uni<String> result = uni1.flatMap(item -> Uni.createFrom().item(item + " World"));
result.subscribe().with(System.out::println); // Output: "Hello World"

Using chain:

Uni<String> uni1 = Uni.createFrom().item("Hello");
Uni<String> result = uni1.chain(item -> Uni.createFrom().item(item + " World"));
result.subscribe().with(System.out::println); // Output: "Hello World"

Both snippets produce the same result, and the behaviour seems identical. The only difference I can see is that chain appears to be more explicit about the intent of chaining or sequencing operations, while flatMap is more general-purpose.

My Question:

• Is there any functional difference between chain and flatMap in Uni Mutiny?
  • For example, do they handle errors differently, or is there a performance difference?
  • Are there any edge cases where one would behave differently from the other?
• If there is no functional difference, is the distinction purely for readability and intent?
  • If so, are there any best practices or conventions for when to use chain vs. flatMap?
• Are there any historical or design reasons for having both methods?

• java
• mutiny

Share Improve this question Follow asked Mar 6 at 18:00 harsh pamnaniharsh pamnani 1,79433 gold badges1414 silver badges1717 bronze badges

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1 Answer 1

Sorted by: Reset to default -1

1. Is there a functional difference between chain and flatMap?

Yes, there is, although it’s small:

1. flatMap is used when the new Uni depends on the result of the previous one.

2. chain has two variants:

   • The Supplier variant (chain(Supplier<Uni<T>>) ignores the previous result and simply executes the next Uni.

   • The Function variant (chain(Function<T, Uni<R>> mapper)) is identical to flatMap, as it uses the previous result.

Example:

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

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

// chain (Function variant) — completely identical to flatMap
Uni<User> user2 = Uni.createFrom().item("123")
    .chain(id -> fetchUserFromDatabase(id));

2. Are there edge cases where they behave differently?

In reality, only chain(Supplier<Uni<T>>) differs from flatMap, as it does not pass the previous result.

Example:

UUni<String> uni = Uni.createFrom().item("Hello");

// flatMap uses the item
uni.flatMap(item -> fetchData(item));

// chain with Function behaves the same as flatMap
uni.chain(item -> fetchData(item));

// chain with Supplier — just executes the next Uni without the item
uni.chain(() -> fetchData("DefaultValue"));

Previously, I mistakenly stated that chain handles null better than flatMap.
This is incorrect: both methods will throw an error if null is returned.

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

Mutiny introduced chain for code readability:

• If you use the previous result → Use flatMap or chain(Function).

• If the previous result is not needed → Use chain(Supplier), because it clearly indicates that we are just triggering a new Uni.

Other reactive libraries (Reactor, RxJava) do not make this distinction, but Mutiny added it to make the code clearer.

4. Are there best practices for using them?

1. Use flatMap or chain(Function) if you need to process the result.

2. Use chain(Supplier) if you just need to execute an action without using the previous result.

Simple rule of thumb:
Need to work with the previous value? → flatMap or chain(Function)

Just executing the next action? → chain(Supplier)

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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