completable future - What is the difference between thenApply and thenApplyAsync of Java CompletableFuture?

Question

Suppose I have the following code:

CompletableFuture<Integer> future  
        = CompletableFuture.supplyAsync( () -> 0);

thenApply case:

future.thenApply( x -> x + 1 )
      .thenApply( x -> x + 1 )
      .thenAccept( x -> System.out.println(x));

Here the output will be 2. Now in case of thenApplyAsync:

future.thenApplyAsync( x -> x + 1 )   // first step
      .thenApplyAsync( x -> x + 1 )   // second step
      .thenAccept( x -> System.out.println(x)); // third step

I read in this blog that each thenApplyAsync are executed in a separate thread and 'at the same time'(that means following thenApplyAsyncs started before preceding thenApplyAsyncs finish), if so, what is the input argument value of the second step if the first step not finished?

Where will the result of the first step go if not taken by the second step? the third step will take which step's result?

If the second step has to wait for the result of the first step then what is the point of Async?

Here x -> x + 1 is just to show the point, what I want know is in cases of very long computation.

Answer 1

The difference has to do with the Executor that is responsible for running the code. Each operator on CompletableFuture generally has 3 versions.

1. thenApply(fn) - runs fn on a thread defined by the CompleteableFuture on which it is called, so you generally cannot know where this will be executed. It might immediately execute if the result is already available.
2. thenApplyAsync(fn) - runs fn on a environment-defined executor regardless of circumstances. For CompletableFuture this will generally be ForkJoinPool.commonPool().
3. thenApplyAsync(fn,exec) - runs fn on exec.

In the end the result is the same, but the scheduling behavior depends on the choice of method.