CompletableFuture, supplyAsync() and thenApply()
Need to confirm something. The following code:
CompletableFuture
.supplyAsync(() -> {return doSomethingAndReturnA();})
.thenApply(a -> convertToB(a));
would be the same as:
CompletableFuture
.supplyAsync(() -> {
A a = doSomethingAndReturnA();
convertToB(a);
});
Right?
Furthermore, another two questions following as for "is there any reason why we would use thenApply
?"
1) having big code for conversion?
or
2) need to reuse the lambda block in other places?
Solution 1:
It is not the same thing. In the second example where thenApply
is not used it is certain that the call to convertToB
is executed in the same thread as the method doSomethingAndReturnA
.
But, in the first example when the thenApply
method is used other things can happen.
First of all, if the CompletableFuture
that executes the doSomethingAndReturnA
has completed, the invocation of the thenApply
will happen in the caller thread. If the CompletableFutures
hasn't been completed the Function
passed to thenApply
will be invoked in the same thread as doSomethingAndReturnA
.
Confusing? Well this article might be helpful (thanks @SotiriosDelimanolis for the link).
I have provided a short example that illustrates how thenApply
works.
public class CompletableTest {
public static void main(String... args) throws ExecutionException, InterruptedException {
final CompletableFuture<Integer> future = CompletableFuture
.supplyAsync(() -> doSomethingAndReturnA())
.thenApply(a -> convertToB(a));
future.get();
}
private static int convertToB(final String a) {
System.out.println("convertToB: " + Thread.currentThread().getName());
return Integer.parseInt(a);
}
private static String doSomethingAndReturnA() {
System.out.println("doSomethingAndReturnA: " + Thread.currentThread().getName());
try {
Thread.sleep(1000);
} catch (InterruptedException e) {
e.printStackTrace();
}
return "1";
}
}
And the output is:
doSomethingAndReturnA: ForkJoinPool.commonPool-worker-1
convertToB: ForkJoinPool.commonPool-worker-1
So, when the first operation is slow (i.e. the CompletableFuture
is not yet completed) both calls occur in the same thread. But if the we were to remove the Thread.sleep
-call from the doSomethingAndReturnA
the output (may) be like this:
doSomethingAndReturnA: ForkJoinPool.commonPool-worker-1
convertToB: main
Note that convertToB
call is in the main
thread.
Solution 2:
thenApply()
is a callback function, which will be executed when supplyAsync()
return a value.
In code snippet 2, the thread which invoked doSomethingAndReturnA()
waits for the function to get executed and return the data.
But in some exceptional cases (like making Webservice call and waiting for response), the thread has to wait for long time to get the response, which badly consumes lot of system computation resources (just waiting for response).
To avoid that, CompletableFuture
comes with callback feature, where once the doSomethingAndReturnA()
is invoked, a separate thread will take care of executing doSomethingAndReturnA()
and the main caller thread will continue to do other operations without waiting for the response to return.
Once the response of doSomethingAndReturnA
is available, the call back method will be invoked (i.e., thenApply()
)