Develop Reference

Observe Live Data After Second Live Data

My view Model
declares two live data :
the scenario is getting two methods from the repository so that second live data input arguments dependent on first live data got data
public class ProductViewModel extends AndroidViewModel {
private LiveData<DataWrapper<GetProductQuery.Product>> productLiveData;
private LiveData<DataWrapper<ArrayList<ProductList>>> vendorProductLiveData;
private ProductRepository repository ;
public ProductViewModel(#NonNull Application application) {
super(application);
repository = new ProductRepository();
}
public LiveData<DataWrapper<GetProductQuery.Product>> getProductLiveData(String productId) {
productLiveData = repository.getProduct(productId);
return productLiveData;
}
public LiveData<DataWrapper<ArrayList<ProductList>>> getVendorProductLiveData(int vendorId) {
vendorProductLiveData = repository.getLimitProduct(vendorId);
return vendorProductLiveData;
} }
in Activity i want run second live data after first live data :
viewModel.getVendorProductLiveData(Integer.parseInt(p.getId())).observe(getActivity(), arrayListDataWrapper -> {
ArrayList<ProductList> pList =
arrayListDataWrapper.getData();
});
viewModel.getProductLiveData(id).observe(this, productDataWrapper -> {
p = productDataWrapper.getData();
});
viewModel.getVendorProductLiveData(Integer.parseInt(p.getId())).observe(getActivity(), arrayListDataWrapper -> {
//do logic after get product
});

You should use Transformations.switchMap() to transform your first LiveData to your second LiveData using the former emitted value as the argument. Then you can observe this transformed LiveData to get the final result.

Using Realm and LiveData. Converting LiveData<RealmResults<CustomModelObject>> to LiveData<List<CustomModelObject>>

I am trying out Realm along with Android architecture components including LiveData.
I have been following Google's Guide to Application Architecture:
https://developer.android.com/topic/libraries/architecture/guide.html
...substituting Room with Realm.
I have everything working using:
LiveData<RealmResults<CustomModelObject>>
from my repository layer right through ViewModel to View.
I am thinking it might be nicer to only have more generic types coming back from repository so LiveData<List<CustomModelObject>> rather than LiveData<RealmResults<CustomModelObject>>.
Here is a code snippet of where I have got stuck:
#NonNull
#Override
protected LiveData<List<CustomModelObject>> loadFromDb() {
return Transformations.switchMap(customModelObjectsDao.getCustomModelObjects(),
new Function<RealmResults<CustomModelObject>, LiveData<List<CustomModelObject>>>() {
#Override
public LiveData<List<CustomModelObject>> apply(RealmResults<CustomModelObject> data) {
if (data == null) {
return AbsentLiveData.create();
} else {
return customModelObjectsDao.getCustomModelObjects();
}
}
});
}
customModelObjectsDao.getCustomModelObjects() currently returns LiveData<RealmResults<Inspiration>>.
I want to transform it to LiveData<List<Inspiration>>.
I have tried various Transformations.map and Transformations.switchMap etc with no success and I think I have been staring at it too long now :)
Am I on the right path or am I missing something obvious?
Any help is greatly appreciated.
Thanks,
Paul.
UPDATE
DAO:
public RealmLiveData<CustomModelObject> getCustomModelObjects() {
return asLiveData(realm.where(CustomModelObject.class).findAllAsync());
}
asLiveData Impl:
fun <T: RealmModel> RealmResults<T>.asLiveData() = RealmLiveData<T>(this)
fun Realm.CustomModelObjectsDao(): CustomModelObjectsDao = CustomModelObjectsDao(this)
UPDATE 2
public class RealmLiveData<T> extends LiveData<RealmResults<T>> {
private RealmResults<T> results;
private final RealmChangeListener<RealmResults<T>> listener = new RealmChangeListener<RealmResults<T>>() {
#Override
public void onChange(RealmResults<T> results) {
setValue(results);
}
};
public RealmLiveData(RealmResults<T> realmResults) {
results = realmResults;
}
#Override
protected void onActive() {
results.addChangeListener(listener);
}
#Override
protected void onInactive() {
results.removeChangeListener(listener);
}
}

In your case, replacing LiveData<RealmResults<T> with LiveData<List<T>> would be enough to solve your problem.
However, I'd advise trying out the RealmLiveResults class that is available in the official example:
/**
* This class represents a RealmResults wrapped inside a LiveData.
*
* Realm will always keep the RealmResults up-to-date whenever a change occurs on any thread,
* and when that happens, the observer will be notified.
*
* The RealmResults will be observed until it is invalidated - meaning all local Realm instances on this thread are closed.
*
* #param <T> the type of the RealmModel
*/
public class LiveRealmResults<T extends RealmModel> extends LiveData<List<T>> {
private final RealmResults<T> results;
// The listener will notify the observers whenever a change occurs.
// The results are modified in change. This could be expanded to also return the change set in a pair.
private OrderedRealmCollectionChangeListener<RealmResults<T>> listener = new OrderedRealmCollectionChangeListener<RealmResults<T>>() {
#Override
public void onChange(#NonNull RealmResults<T> results, #Nullable OrderedCollectionChangeSet changeSet) {
LiveRealmResults.this.setValue(results);
}
};
#MainThread
public LiveRealmResults(#NonNull RealmResults<T> results) {
//noinspection ConstantConditions
if (results == null) {
throw new IllegalArgumentException("Results cannot be null!");
}
if (!results.isValid()) {
throw new IllegalArgumentException("The provided RealmResults is no longer valid, the Realm instance it belongs to is closed. It can no longer be observed for changes.");
}
this.results = results;
if (results.isLoaded()) {
// we should not notify observers when results aren't ready yet (async query).
// however, synchronous query should be set explicitly.
setValue(results);
}
}
// We should start observing and stop observing, depending on whether we have observers.
/**
* Starts observing the RealmResults, if it is still valid.
*/
#Override
protected void onActive() {
super.onActive();
if (results.isValid()) { // invalidated results can no longer be observed.
results.addChangeListener(listener);
}
}
/**
* Stops observing the RealmResults.
*/
#Override
protected void onInactive() {
super.onInactive();
if (results.isValid()) {
results.removeChangeListener(listener);
}
}
}
This way your dao can expose LiveData<List<T>>, and your Transformations.map() should work.

If you need:
val list : LiveData<List<mRealmObject>>
First: Create this file:
class RealmLiveData<T : RealmModel>(private val results: RealmResults<T>) :
LiveData<RealmResults<T>>() {
private val listener: RealmChangeListener<RealmResults<T>> =
RealmChangeListener { results -> value = results }
override fun onActive() {
results.addChangeListener(listener)
}
override fun onInactive() {
results.removeChangeListener(listener)
}
}
fun <T: RealmModel> RealmResults<T>.asLiveData() = RealmLiveData<T>(this)
Second: Get your new RealmLiveData :
val mRealmLiveData = realm.where(mRealmObject::class.java).findAllAsync().asLiveData()
And Finally, get the list you need like this:
val list: LiveData<List<mRealmObject>> = Transformations.map(mRealmLiveData) {
realmResult ->
realm.copyFromRealm(realmResult)
}
If you use it in a ViewModel:
//get realm instance
val realm: Realm by lazy {
Realm.getDefaultInstance()
}
// get your live data
val list: LiveData<List<mRealmObject>> = Transformations.map(mRealmLiveData) {
realmResult ->
realm.copyFromRealm(realmResult)
}
// Close your realm instance onCleraded
override fun onCleared() {
realm.close()
super.onCleared()
}

Observing viewmodel for the second time returns null in android

In my android app,im following architecture components with mvvm pattern.
my app makes a network call to display the weather information.api call is being made from repository which returns a livedata of response to the viewmodel,which inturn is observed by my main activity.
the app works fine except for one condition,whenever i disconnect the internet to test the fail case,it inflates error view as required
in the error view i have a retry button,which makes the method call to observe the viewmodel again(this method was also called by oncreate() for the first time,which worked)
even after switching on the internet,and clicking the retry button which listens for the observable.still the data becomes null.
i dont know why.please anyone help
REPOSITORY
#Singleton public class ContentRepository {
#Inject AppUtils mAppUtils;
private RESTService mApiService;
#Inject public ContentRepository(RESTService mApiService) {
this.mApiService = mApiService;
}
public MutableLiveData<ApiResponse<WeatherModel>> getWeatherListData() {
final MutableLiveData<ApiResponse<WeatherModel>> weatherListData = new MutableLiveData<>();
mApiService.getWeatherList().enqueue(new Callback<WeatherModel>() {
#Override public void onResponse(Call<WeatherModel> call, Response<WeatherModel> response) {
weatherListData.setValue(new ApiResponse<>(response.body()));
}
#Override public void onFailure(Call<WeatherModel> call, Throwable t) {
weatherListData.setValue(new ApiResponse<>(t));
}
});
return weatherListData;
}
}
VIEWMODEL
public class HomeViewModel extends AndroidViewModel {
private final LiveData<ApiResponse<WeatherModel>> weatherListObservable;
#Inject public HomeViewModel(Application application, ContentRepository contentRepository) {
super(application);
this.weatherListObservable = contentRepository.getWeatherListData();
}
public LiveData<ApiResponse<WeatherModel>> getWeatherListObservable() {
return weatherListObservable;
}
}
OBSERVE METHOD IN ACTIVITY
private void observeViewModel() {
mHomeViewModel = ViewModelProviders.of(this, mViewModelFactory).get(HomeViewModel.class);
mHomeViewModel.getWeatherListObservable().observe(this, weatherModelApiResponse -> {
if (weatherModelApiResponse.isSuccessful()) {
mErrorView.setVisibility(View.GONE);
mBinding.ivLoading.setVisibility(View.GONE);
try {
setDataToViews(weatherModelApiResponse.getData());
} catch (ParseException e) {
e.printStackTrace();
}
} else if (!weatherModelApiResponse.isSuccessful()) {
mBinding.ivLoading.setVisibility(View.GONE);
mDialogUtils.showToast(this, weatherModelApiResponse.getError().getMessage());
mErrorView.setVisibility(View.VISIBLE);
}
});
}
RETRY BUTTON IN ACTIVITY
#Override public void onClick(View v) {
switch (v.getId()) {
case R.id.btn_retry:
mErrorView.setVisibility(View.GONE);
observeViewModel();
break;
}
}

Updated:- 5 December 2017
I was fortunate to meet Lyla Fujiwara, during Google Developer Days, India where I asked her the same question. She suggested me to user Transformations.switchMap(). Following is the updated solution -
#Singleton
public class SplashScreenViewModel extends AndroidViewModel {
private final APIClient apiClient;
// This is the observable which listens for the changes
// Using 'Void' since the get method doesn't need any parameters. If you need to pass any String, or class
// you can add that here
private MutableLiveData<Void> networkInfoObservable;
// This LiveData contains the information required to populate the UI
private LiveData<Resource<NetworkInformation>> networkInformationLiveData;
#Inject
SplashScreenViewModel(#NonNull APIClient apiClient, #NonNull Application application) {
super(application);
this.apiClient = apiClient;
// Initializing the observable with empty data
networkInfoObservable = new MutableLiveData<Void>();
// Using the Transformation switchMap to listen when the data changes happen, whenever data
// changes happen, we update the LiveData object which we are observing in the MainActivity.
networkInformationLiveData = Transformations.switchMap(networkInfoObservable, input -> apiClient.getNetworkInformation());
}
/**
* Function to get LiveData Observable for NetworkInformation class
* #return LiveData<Resource<NetworkInformation>>
*/
public LiveData<Resource<NetworkInformation>> getNetworkInfoObservable() {
return networkInformationLiveData;
}
/**
* Whenever we want to reload the networkInformationLiveData, we update the mutable LiveData's value
* which in turn calls the `Transformations.switchMap()` function and updates the data and we get
* call back
*/
public void setNetworkInformation() {
networkInfoObservable.setValue(null);
}
}
The Activity's code will be updated as -
final SplashScreenViewModel splashScreenViewModel =
ViewModelProviders.of(this, viewModelFactory).get(SplashScreenViewModel.class);
observeViewModel(splashScreenViewModel);
// This function will ensure that Transformation.switchMap() function is called
splashScreenViewModel.setNetworkInformation();
This looks the most prominent and proper solution to me for now, I will update the answer if I better solution later.
Watch her droidCon NYC video for more information on LiveData. The official Google repository for LiveData is https://github.com/googlesamples/android-architecture-components/ look for GithubBrowserSample project.
Old Code
I have not been able find a proper solution to this, but this works so far -
Declare ViewModel outside the observeViewModel() and change the function like this -
private void observeViewModel(final HomeViewModel homeViewModel) {
homeViewModel.getWeatherListObservable().observe(this, weatherModelApiResponse -> {
if (weatherModelApiResponse.isSuccessful()) {
mErrorView.setVisibility(View.GONE);
mBinding.ivLoading.setVisibility(View.GONE);
try {
setDataToViews(weatherModelApiResponse.getData());
} catch (ParseException e) {
e.printStackTrace();
}
} else if (!weatherModelApiResponse.isSuccessful()) {
mBinding.ivLoading.setVisibility(View.GONE);
mDialogUtils.showToast(this, weatherModelApiResponse.getError().getMessage());
mErrorView.setVisibility(View.VISIBLE);
}
});
}
Update HomeViewModel to -
public class HomeViewModel extends AndroidViewModel {
private final LiveData<ApiResponse<WeatherModel>> weatherListObservable;
#Inject public HomeViewModel(Application application, ContentRepository contentRepository) {
super(application);
getWeattherListData();
}
public void getWeatherListData() {
this.weatherListObservable = contentRepository.getWeatherListData();
}
public LiveData<ApiResponse<WeatherModel>> getWeatherListObservable() {
return weatherListObservable;
}
}
Now Retry button, call the observeViewModel function again and pass mHomeViewModel to it. Now you should be able to get a response.

Making changes to LiveData to "redo" work in ViewModel

So, I have just started experimenting with LiveData - I am busy with a new project, where I am using ViewModel as well as LiveData - with some of the RESTFul services I use to fetch data, they take no parameters and return some data.
A typical setup of the MVVM paradigm with LiveData looks much like this:
public class MyActivity extends AppCompatActivity {
public void onCreate(Bundle savedInstanceState) {
MyViewModel model = ViewModelProviders.of(this).get(MyViewModel.class);
model.getUsers().observe(this, users -> {
// update UI
});
}
}
Now when we leave this activity, and go to a new activity, by using an Intent or some other means, and not pressing the back button (So, finalize is not called) - and then come back to MyActivity - we of course don't fetch the users again, as we should still have that data.
However, what if we did want to fetch them again?
The only way to do this properly, from what I have looked at, seems to call "setValue" on the getUsers() LiveData object
Something like this:
public class MyActivity extends AppCompatActivity {
public void onResume() {
viewModel.setActive(true);
}
}
And the ViewModel would look like this:
private final MutableLiveData<Boolean> activeLiveData = new MutableLiveData<>();
ViewModel(ViewModelRepo repo){
this.repo = repo;
results = Transformations.switchMap(activeLiveData, active ->{
if(active){
return repo.getUsers();
}else {
return AbsentLiveData.create(); //"Null live data"
}
});
}
LiveData<Users>> getUsers() {
return results;
}
//This could be called "update" with no params
void setActive(boolean active) {
activeLiveData.setValue(active);
}
The one reason I have decided to do it like this is because Google does not want us doing this:
class MyViewModel extends ViewModel {
private final PostalCodeRepository repository;
public MyViewModel(PostalCodeRepository repository) {
this.repository = repository;
}
private LiveData<String> getPostalCode(String address) {
// DON'T DO THIS
return repository.getPostCode(address);
}
}
For this reason:
If this is the implementation, the UI would need to unregister from
the previous LiveData and re-register to the new instance each time
they call getPostalCode(). Moreover, if the UI is re-created, it
triggers another call to repository.getPostCode() instead of using the
previous call’s result.
Is there a better way to get the ViewModel to "redo" its repo.getUsers() call? Perhaps I could just make a method that says "Update()" instead of "active" but still - its doing the same thing differently.

Well here you're doing the fetching in the creator of the ViewModel, which locks things in place. Usually they'd advise to fetch the data in the getter, if the data is not there already.
So a good option would be to use the regular pattern first :
private MutableLiveData<Users> users = null;
ViewModel(ViewModelRepo repo){
this.repo = repo;
}
LiveData<Users> getUsers() {
if (users = null) {
fetchUsers();
}
return users;
}
public void fetchUsers() {
users.postValue(repo.getUsers());
}
And then from your Activity/Fragment, whenever you feel necessary to "refresh the users", you'd simply call viewModel.fetchUsers();

How to clear LiveData stored value?

According to LiveData documentation:
The LiveData class provides the following advantages:
...
Always up to date data: If a Lifecycle starts again (like an activity going back to started state from the back stack) it receives the latest location data (if it didn’t already).
But sometimes I don't need this feature.
For example, I have following LiveData in ViewModel and Observer in Activity:
//LiveData
val showDialogLiveData = MutableLiveData<String>()
//Activity
viewModel.showMessageLiveData.observe(this, android.arch.lifecycle.Observer { message ->
AlertDialog.Builder(this)
.setMessage(message)
.setPositiveButton("OK") { _, _ -> }
.show()
})
Now after every rotation old dialog will appear.
Is there a way to clear stored value after it's handled or is it wrong usage of LiveData at all?

Update
There are actually a few ways to resolve this issue. They are summarized nicely in the article LiveData with SnackBar, Navigation and other events (the SingleLiveEvent case). This is written by a fellow Googler who works with the Architecture Components team.
TL;DR A more robust approach is to use an Event wrapper class, which you can see an example of at the bottom of the article.
This pattern has made it's way into numerous Android samples, for example:
Plaid
Architecture Blueprints
IOSched
Why is an Event wrapper preferred over SingleLiveEvent?
One issue with SingleLiveEvent is that if there are multiple observers to a SingleLiveEvent, only one of them will be notified when that data has changed - this can introduce subtle bugs and is hard to work around.
Using an Event wrapper class, all of your observers will be notified as normal. You can then choose to either explicitly "handle" the content (content is only "handled" once) or peek at the content, which always returns whatever the latest "content" was. In the dialog example, this means you can always see what the last message was with peek, but ensure that for every new message, the dialog only is triggered once, using getContentIfNotHandled.
Old Response
Alex's response in the comments is I think exactly what you're looking for. There's sample code for a class called SingleLiveEvent. The purpose of this class is described as:
A lifecycle-aware observable that sends only new updates after
subscription, used for events like navigation and Snackbar messages.
This avoids a common problem with events: on configuration change
(like rotation) an update can be emitted if the observer is active.
This LiveData only calls the observable if there's an explicit call to
setValue() or call().

If you need simple solution, try this one:
class SingleLiveData<T> : MutableLiveData<T?>() {
override fun observe(owner: LifecycleOwner, observer: Observer<in T?>) {
super.observe(owner, Observer { t ->
if (t != null) {
observer.onChanged(t)
postValue(null)
}
})
}
}
Use it like a regular MutableLiveData

I`m not sure if it will work in your case, but in my case (increasing/decreasing items amount in Room by click on views) removing Observer and checking if there is active observers let me do the job:
LiveData<MenuItem> menuitem = mViewModel.getMenuItemById(menuid);
menuitem.observe(this, (MenuItem menuItemRoom) ->{
menuitem.removeObservers(this);
if(menuitem.hasObservers())return;
// Do your single job here
});
});
UPDATE 20/03/2019:
Now i prefer this:
EventWraper class from Google Samples inside MutableLiveData
/**
* Used as a wrapper for data that is exposed via a LiveData that represents an event.
*/
public class Event<T> {
private T mContent;
private boolean hasBeenHandled = false;
public Event( T content) {
if (content == null) {
throw new IllegalArgumentException("null values in Event are not allowed.");
}
mContent = content;
}
#Nullable
public T getContentIfNotHandled() {
if (hasBeenHandled) {
return null;
} else {
hasBeenHandled = true;
return mContent;
}
}
public boolean hasBeenHandled() {
return hasBeenHandled;
}
}
In ViewModel :
/** expose Save LiveData Event */
public void newSaveEvent() {
saveEvent.setValue(new Event<>(true));
}
private final MutableLiveData<Event<Boolean>> saveEvent = new MutableLiveData<>();
LiveData<Event<Boolean>> onSaveEvent() {
return saveEvent;
}
In Activity/Fragment
mViewModel
.onSaveEvent()
.observe(
getViewLifecycleOwner(),
booleanEvent -> {
if (booleanEvent != null)
final Boolean shouldSave = booleanEvent.getContentIfNotHandled();
if (shouldSave != null && shouldSave) saveData();
}
});

In my case SingleLiveEvent doesn't help. I use this code:
private MutableLiveData<Boolean> someLiveData;
private final Observer<Boolean> someObserver = new Observer<Boolean>() {
#Override
public void onChanged(#Nullable Boolean aBoolean) {
if (aBoolean != null) {
// doing work
...
// reset LiveData value
someLiveData.postValue(null);
}
}
};

You need to use SingleLiveEvent for this case
class SingleLiveEvent<T> : MutableLiveData<T>() {
private val pending = AtomicBoolean(false)
#MainThread
override fun observe(owner: LifecycleOwner, observer: Observer<T>) {
if (hasActiveObservers()) {
Log.w(TAG, "Multiple observers registered but only one will be notified of changes.")
}
// Observe the internal MutableLiveData
super.observe(owner, Observer<T> { t ->
if (pending.compareAndSet(true, false)) {
observer.onChanged(t)
}
})
}
#MainThread
override fun setValue(t: T?) {
pending.set(true)
super.setValue(t)
}
/**
* Used for cases where T is Void, to make calls cleaner.
*/
#MainThread
fun call() {
value = null
}
companion object {
private const val TAG = "SingleLiveEvent"
}
}
And inside you viewmodel class create object like:
val snackbarMessage = SingleLiveEvent<Int>()

I solved it like that. Live data will clear itself when there is no observer
class SelfCleaningLiveData<T> : MutableLiveData<T>(){
override fun onInactive() {
super.onInactive()
value = null
}
}

The best solution I found is live event library which works perfectly if you have multiple observers:
class LiveEventViewModel : ViewModel() {
private val clickedState = LiveEvent<String>()
val state: LiveData<String> = clickedState
fun clicked() {
clickedState.value = ...
}
}

Might be an ugly hack but... Note: it requires RxJava
menuRepository
.getMenuTypeAndMenuEntity(menuId)
.flatMap { Single.fromCallable { menuTypeAndId.postValue(Pair(it.first, menuId)) } }
.flatMap { Single.timer(200, TimeUnit.MILLISECONDS) }
.subscribe(
{ menuTypeAndId.postValue(null) },
{ Log.d(MenuViewModel.TAG, "onError: ${it.printStackTrace()}") }
)

I know It's not the best way or even a professional way but if you do not hav time to do it the right way you can recreate the MutableLiveDataa after you observed it. it would be like :
private void purchaseAllResultFun() {
viewModel.isAllPurchaseSuccess().observe(getViewLifecycleOwner(), isSuccess -> {
if (!isSuccess) {
failedPurchaseToast();
}else {
successfulPurchaseToast();
}
//reset mutableLiveData after you're done
viewModel.resetIsAllSuccessFull();
});
}
//function in viewmodel class
public void resetIsAllSuccessFull(){
purchaseRepository.reSetIsAllSuccessFull();
}
//function in repository class
public void resetIsAllSuccessFull(){
successLiveData = new MutableLiveData<>();
}
In this way if you need to recall purchaseAllResultFun() function it won't give the stored value.