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Error Handling Operators

akarnokd edited this page Oct 30, 2018 · 29 revisions

There are a variety of operators that you can use to react to or recover from onError notifications from reactive sources, such as Observables. For example, you might:

  1. swallow the error and switch over to a backup Observable to continue the sequence
  2. swallow the error and emit a default item
  3. swallow the error and immediately try to restart the failed Observable
  4. swallow the error and try to restart the failed Observable after some back-off interval

Outline

doOnError

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/do.html

Instructs a reactive type to invoke the given io.reactivex.functions.Consumer when it encounters an error.

doOnError example

Observable.error(newIOException("Something went wrong"))
.doOnError(error -> System.err.println("The error message is: " + error.getMessage()))
.subscribe(
x -> System.out.println("onNext should never be printed!"),
Throwable::printStackTrace,
() -> System.out.println("onComplete should never be printed!"));

onErrorComplete

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/catch.html

Instructs a reactive type to swallow an error event and replace it by a completion event.

Optionally, a io.reactivex.functions.Predicate can be specified that gives more control over when an error event should be replaced by a completion event, and when not.

onErrorComplete example

Completable.fromAction(() -> {
thrownewIOException();
}).onErrorComplete(error -> {
// Only ignore errors of type java.io.IOException.returnerrorinstanceofIOException;
}).subscribe(
() -> System.out.println("IOException was ignored"),
error -> System.err.println("onError should not be printed!"));

onErrorResumeNext

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/catch.html

Instructs a reactive type to emit a sequence of items if it encounters an error.

onErrorResumeNext example

Observable<Integer> numbers = Observable.generate(() -> 1, (state, emitter) -> {
emitter.onNext(state);
returnstate + 1;
});
numbers.scan(Math::multiplyExact)
.onErrorResumeNext(Observable.empty())
.subscribe(
System.out::println,
error -> System.err.println("onError should not be printed!"));
// prints:// 1// 2// 6// 24// 120// 720// 5040// 40320// 362880// 3628800// 39916800// 479001600

onErrorReturn

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/catch.html

Instructs a reactive type to emit the item returned by the specified io.reactivex.functions.Function when it encounters an error.

onErrorReturn example

Single.just("2A")
.map(v -> Integer.parseInt(v, 10))
.onErrorReturn(error -> {
if (errorinstanceofNumberFormatException) return0;
elsethrownewIllegalArgumentException();
})
.subscribe(
System.out::println,
error -> System.err.println("onError should not be printed!"));
// prints 0

onErrorReturnItem

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/catch.html

Instructs a reactive type to emit a particular item when it encounters an error.

onErrorReturnItem example

Single.just("2A")
.map(v -> Integer.parseInt(v, 10))
.onErrorReturnItem(0)
.subscribe(
System.out::println,
error -> System.err.println("onError should not be printed!"));
// prints 0

onExceptionResumeNext

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/catch.html

Instructs a reactive type to continue emitting items after it encounters an java.lang.Exception. Unlike onErrorResumeNext, this one lets other types of Throwable continue through.

onExceptionResumeNext example

Observable<String> exception = Observable.<String>error(IOException::new)
.onExceptionResumeNext(Observable.just("This value will be used to recover from the IOException"));
Observable<String> error = Observable.<String>error(Error::new)
.onExceptionResumeNext(Observable.just("This value will not be used"));
Observable.concat(exception, error)
.subscribe(
message -> System.out.println("onNext: " + message),
err -> System.err.println("onError: " + err));
// prints:// onNext: This value will be used to recover from the IOException// onError: java.lang.Error

retry

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/retry.html

Instructs a reactive type to resubscribe to the source reactive type if it encounters an error in the hopes that it will complete without error.

retry example

Observable<Long> source = Observable.interval(0, 1, TimeUnit.SECONDS)
.flatMap(x -> {
if (x >= 2) returnObservable.error(newIOException("Something went wrong!"));
elsereturnObservable.just(x);
});
source.retry((retryCount, error) -> retryCount < 3)
.blockingSubscribe(
x -> System.out.println("onNext: " + x),
error -> System.err.println("onError: " + error.getMessage()));
// prints:// onNext: 0// onNext: 1// onNext: 0// onNext: 1// onNext: 0// onNext: 1// onError: Something went wrong!

retryUntil

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/retry.html

Instructs a reactive type to resubscribe to the source reactive type if it encounters an error until the given io.reactivex.functions.BooleanSupplier returns true.

retryUntil example

LongAddererrorCounter = newLongAdder();
Observable<Long> source = Observable.interval(0, 1, TimeUnit.SECONDS)
.flatMap(x -> {
if (x >= 2) returnObservable.error(newIOException("Something went wrong!"));
elsereturnObservable.just(x);
})
.doOnError((error) -> errorCounter.increment());
source.retryUntil(() -> errorCounter.intValue() >= 3)
.blockingSubscribe(
x -> System.out.println("onNext: " + x),
error -> System.err.println("onError: " + error.getMessage()));
// prints:// onNext: 0// onNext: 1// onNext: 0// onNext: 1// onNext: 0// onNext: 1// onError: Something went wrong!

retryWhen

Available in:imageFlowable, imageObservable, imageMaybe, imageSingle, imageCompletable

ReactiveX documentation:http://reactivex.io/documentation/operators/retry.html

Instructs a reactive type to pass any error to another Observable or Flowable to determine whether to resubscribe to the source.

retryWhen example

Observable<Long> source = Observable.interval(0, 1, TimeUnit.SECONDS)
.flatMap(x -> {
if (x >= 2) returnObservable.error(newIOException("Something went wrong!"));
elsereturnObservable.just(x);
});
source.retryWhen(errors -> {
returnerrors.map(error -> 1)
// Count the number of errors.
.scan(Math::addExact)
.doOnNext(errorCount -> System.out.println("No. of errors: " + errorCount))
// Limit the maximum number of retries.
.takeWhile(errorCount -> errorCount < 3)
// Signal resubscribe event after some delay.
.flatMapSingle(errorCount -> Single.timer(errorCount, TimeUnit.SECONDS));
}).blockingSubscribe(
x -> System.out.println("onNext: " + x),
Throwable::printStackTrace,
() -> System.out.println("onComplete"));
// prints:// onNext: 0// onNext: 1// No. of errors: 1// onNext: 0// onNext: 1// No. of errors: 2// onNext: 0// onNext: 1// No. of errors: 3// onComplete

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