RxJs catch error and continue

Question

I have a list of items to parse, but the parsing of one of them can fail.

What is the "Rx-Way" to catch error but continue executing the sequence

Code Sample:

var observable = Rx.Observable.from([0,1,2,3,4,5])
.map(
  function(value){
      if(value == 3){
        throw new Error("Value cannot be 3");
      }
    return value;
  });

observable.subscribe(
  function(value){
  console.log("onNext " + value);
  },
  function(error){
    console.log("Error: " + error.message);
  },
  function(){
    console.log("Completed!");
  });

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What I want to do in a non-Rx-Way:

var items = [0,1,2,3,4,5];

for (var item in items){
  try{
    if(item == 3){
      throw new Error("Value cannot be 3");
    }
    console.log(item);
  }catch(error){
     console.log("Error: " + error.message);
  }
}

Thanks in advance

Solution 1

I would suggest that you use flatMap (now mergeMap in rxjs version 5) instead, which will let you collapse errors if you don't care about them. Effectively, you will create an inner Observable that can be swallowed if an error occurs. The advantage of this approach is that you can chain together operators and if an error occurs anywhere in the pipeline it will automatically get forwarded to the catch block.

const {from, iif, throwError, of, EMPTY} = rxjs;
const {map, flatMap, catchError} = rxjs.operators;

// A helper method to let us create arbitrary operators
const {pipe} = rxjs;

// Create an operator that will catch and squash errors
// This returns a function of the shape of Observable<T> => Observable<R>
const mapAndContinueOnError = pipe(
  //This will get skipped if upstream throws an error
  map(v => v * 2),
  catchError(err => {
    console.log("Caught Error, continuing")
    //Return an empty Observable which gets collapsed in the output
    return EMPTY;
  })
)

const observable = from([0, 1, 2, 3, 4, 5]).pipe(
  flatMap((value) => 
    iif(() => value != 3, 
      of(value), 
      throwError(new Error("Value cannot be 3"))
    ).pipe(mapAndContinueOnError)
  )
);

observable.subscribe(
  (value) => console.log("onNext " + value), (error) => console.log("Error: " + error.message), () => console.log("Completed!")
);

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Solution 2

You need to switch to a new disposable stream, and if an error occurs within it will be disposed safely, and keep the original stream alive:

Rx.Observable.from([0,1,2,3,4,5])
    .switchMap(value => {

        // This is the disposable stream!
        // Errors can safely occur in here without killing the original stream

        return Rx.Observable.of(value)
            .map(value => {
                if (value === 3) {
                    throw new Error('Value cannot be 3');
                }
                return value;
            })
            .catch(error => {
                // You can do some fancy stuff here with errors if you like
                // Below we are just returning the error object to the outer stream
                return Rx.Observable.of(error);
            });

    })
    .map(value => {
        if (value instanceof Error) {
            // Maybe do some error handling here
            return `Error: ${value.message}`;
        }
        return value;
    })
    .subscribe(
      (x => console.log('Success', x)),
      (x => console.log('Error', x)),
      (() => console.log('Complete'))
    );

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More info on this technique in this blog post: The Quest for Meatballs: Continue RxJS Streams When Errors Occur

Solution 3

To keep your endlessObservable$ from dying you can put your failingObservable$ in a higher-order mapping operator (e.g. switchMap, concatMap, exhaustMap...) and swallow the error there by terminating the inner stream with an empty() observable returning no values.

Using RxJS 6:

endlessObservable$
    .pipe(
        switchMap(() => failingObservable$
            .pipe(
                catchError((err) => {
                    console.error(err);
                    return EMPTY;
                })
            )
        )
    );