Reputation: 351
I'm new to RXJava and i'm having trouble understanding how to chain together the result of API calls.
I'm making two API calls using retrofit, A and B, which both return an observable List of objects. Both API calls are independent so I want to make both at the same time, but to achieve my final result, I need to first take the result of A, do some work, then combine that with the result of B to populate my list adapter.
Take Result of B + X and populate adapter
@GET("/{object_id}/object_a")
Observable<List<Object_A>> getObjectAList(
@Path("object_id") long object_id);
@GET("/{object_id}/object_b")
Observable<List<Object_B>> getObjectBList(
@Path("object_id") long object_id);
This is where I get lost trying to use RX java. I can take the result of api call A and do my work but I'm not sure how to take the result I just generated and combine it with API Call B.
aService. getObjectAList(object_a.getID())
.subscribeOn(AndroidSchedulers.mainThread())
.observeOn(AndroidSchedulers.main)
.subscribe(new Action1<List<Object_A>>() {
@Override
public void call(List<Section> sections) {
// Do Stuff Here...
// Now i need to take this result and combine it with API Call B...
}
});
I want to make both API calls at the same time, but i'm not sure how to chain together and combine API calls. Any help is appreciative.
Upvotes: 9
Views: 18367
Reputation: 3844
Something like this?
Observable
// make api call for A list and B list
.combineLatest(getObjectAList(), getObjectBList(), new Func2<List<Object_A>, List<Object_B>, Object>() {
@Override
public Object call(List<Object_A> o, List<Object_B> o2) {
// Do what you need to do in the background thread
List x = createX(o);
List y = createY(x, o2);
return y;
}
})
.subscribeOn(Schedulers.io())
.observeOn(AndroidSchedulers.mainThread())
.subscribe(new Observer<Object>() {
@Override
public void onCompleted() {
}
@Override
public void onError(Throwable e) {
}
@Override
public void onNext(Object y) {
// UI thread, do what you need e.g. renders the list
mAdapter.setList(y);
}
});
Taking care of replacing the proper types should bring you quite close to the solution.
Upvotes: 11
Reputation: 2771
I'd probably do something like the following
Observable convertedObservable = getObjectAList
.map(object_as -> convertAToX(object_as));
Observable.combineLatest(convertedObservable, getObjectBList, (listx, listb) -> {
return listx.addAll(listb);
}).subscribeOn(AndroidSchedulers.mainThread())
.observeOn(AndroidSchedulers.main)
.subscribe(r -> {
setAdapterWith(r);
});
Keep in mind this is using lambdas instead of anonymous classes but you should get the gist. Map is a great way of converting one object type to another (results of A to Results of X). So you can decide how convertAToX method works for you. Then you can use combineLastest on the converted A-X and B to return the list of R which updates your adapter
Ideally this is all in a ViewModel of some kind where getObjectAList and getObjectBList can me mocked on with Mock observables and you can test all the logic easily :)
Upvotes: 0
Reputation: 11515
The question is : how would you combine results ?
Building a new result from List and List ? Combine A objects with B objects ?
Answer to this question help to find the right operator for your problem.
A simple example of combining results can be this :
getObjectAList().zipWith(getObjectBList(), (aList, bList) -> // combine both list to build a new result)).subscribe()
You can combine elements of the list too with another operator (combineLatest for example)
aObs = getObjectAList().flatMap(Observable::from);
bObs = getObjectBList().flatMap(Observable::from);
Observable.combineLatest(aObs, bObs, (a,b) -> // combine a object with b object).subscribe();
For all of this examples above, requests will be done in parallel by retrofit.
Upvotes: 2