Coroutines and Rx: A battle towards Asynchronicity

Transcript

1. Coroutines and Rx: A Battle Towards Asynchronicity @droid_singh ⚔
2. Reactive Extensions “Push Based Updates”
3. showsApi.getShowByName("Friends") .flatmap { showsApi.getCharacters(it.id) } .subscribe( { /* do something with characters*/ }, { /* handle errors retrieving characters*/} )
4. showsApi.getShowByName("Friends") .flatmap { showsApi.getCharacters(it.id) } .subscribe( { /* do something with characters*/ }, { /* handle errors retrieving characters*/} )
5. showsApi.getShowByName("Friends") .flatmap { showsApi.getCharacters(it.id) } .subscribe( { /* do something with characters*/ }, { /* handle errors retrieving characters*/} ) -Ben Christensen
6. Coroutines “Non blocking subroutines”
7. CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
8. I O CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
9. I O 0 sm.item = "Friends" sm.label = 1 CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
10. I O 0 sm.item = "Friends" sm.label = 1 showsApi.getShowsByName(“Friends”, cont) Continuation CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
11. I O 0 1 show = sm.result sm.label = 2 sm.item = "Friends" sm.label = 1 showsApi.getShowsByName(“Friends”, cont) CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
12. I O 0 1 show = sm.result sm.label = 2 showsApi.getCharacters(show.id, cont) sm.item = "Friends" sm.label = 1 showsApi.getShowsByName(“Friends”, cont) Continuation CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
13. I O 0 1 show = sm.result sm.label = 2 showsApi.getCharacters(show.id, cont) sm.item = "Friends" sm.label = 1 showsApi.getShowsByName(“Friends”, cont) Continuation 2 characters = sm.result CoroutineScope.launch(Dispatchers.IO){ val show = showsApi.getShowByName("Friends") val characters = showsApi.getCharacters(show.id) withContext(Dispatchers.Main){ // do something with characters on UI } }
14. ⚔ ASYNCHRONICITY
15. “Do not walk away from complexity, Run” ! ! ! - Venkat Subramaniam
16. Round 1: The Initial Combat ⚔
17. HTTP over Retrofit.Builder() .baseUrl(MoviesApiInterface.MOVIES_ENDPOINT) .addConverterFactory(gsonConverterFactory) .addCallAdapterFactory(rxJavaCallAdapterFactory) .client(okHttp) .build() .create(MoviesApiInterface::class.java)
18. moviesApi.getLatestMovies( ) .subscribeOn(Schedulers.io()) .observeOn(AndroidSchedulers.mainThread()) .subscribe( { /* do something with movies*/ }, { /* handle errors retrieving movies*/} ) HTTP over
19. Retrofit.Builder() .baseUrl(MoviesApiInterface.MOVIES_ENDPOINT) .addConverterFactory(gsonConverterFactory) .addCallAdapterFactory(coroutineCallAdapterFactory) .client(okHttp) .build() .create(MoviesApiInterface::class.java) HTTP over
20. CoroutineScope.launch{ val data = moviesApiInterface.getInTheatreMoviesAsync().await() withContext(Dispatchers.Main){ // do something with data } } HTTP over
21. CoroutineScope.launch{ val data = moviesApiInterface.getInTheatreMoviesAsync().await() withContext(Dispatchers.Main){ // do something with data } } HTTP over
22. Operators Learning
23. Operators Learning
24. ~11k ~3k https://github.com/KeepSafe/dexcount-gradle-plugin
25. Complexity Most Most
26. Round 2: Let’s catch that ⚔
27. Error Propagation over 1 2 3 5 N N / N - 4 4
28. Error Propagation over 1 2 3 5 N N / N - 4 -1/3 -1 -3 Destructive 4
29. Error Handling • Wrap your response in Result class sealed class Result<out T> { data class Success<out T>(val data: T) : Result<T>() data class Error(val exception: Exception) : Result<Nothing>() } • Gotta catch them all onError onErrorReturn onErrorResumeNext doOnError onErrorComplete onErrorReturnItem
30. Error Handling fun getMovies(): Observable<Result<Response>> { return moviesApi.getMovies() .map { Result.Success(it) } .onErrorReturn { Result.Error(it) } }
31. Error Handling fun getMovies(): Observable<Result<Response>> { return moviesApi.getMovies() .map { Result.Success(it) } .onErrorReturn { Result.Error(it) } } Result
32. Error Propagation over
33. Error Propagation over Parent-Child Relationship
34. Error Propagation over Parent-Child Relationship Exceptions
 Bubbling
 Tendency
35. Error Propagation over
36. “Exceptions are like virus for Coroutines” Error Propagation over
37. Error Handling over • Depends on what Coroutine Builder you are using: Launch/Async? • Scope Intelligently • Tools for handling ☠ CoroutineExceptionHandler try/catch
38. Error Handling over private val context: CoroutineContext = Job() + Dispatchers.IO val scope = CoroutineScope(context) suspend fun longRunningTask(): Unit { delay(100) throw IllegalArgumentException() } • Setup
39. Error Handling over • launch CoroutineBuilder scope.launch{ launch{ longRunningTask() } }
40. Error Handling over • Install CoroutineExceptionHandler private val ceh = CoroutineExceptionHandler { _, e -> println("CEH Handled Crash [$e]") } scope.launch(ceh){ launch{ longRunningTask() } }
41. Error Handling over • Async CoroutineBuilder scope.launch{ async{ longRunningTask() }.await() }
42. Error Handling over • Install try/catch scope.launch(ceh){ try{ async{ longRunningTask() }.await() } catch(e: Throwable){ println("Caught") } }
43. suspend fun <T : Any> apiCall(call: suspend () -> Result<T>, errorMessage: String): Result<T> { return try { call() } catch (e: Exception) { Result.Error(e) } } Let’s be a pro
44. suspend fun <T : Any> apiCall(call: suspend () -> Result<T>, errorMessage: String): Result<T> { return try { call() } catch (e: Exception) { Result.Error(e) } } Result Let’s be a pro
45. Let’s be a pro suspend fun getLatestMovies(): Result<MovieResults> { return apiCall( { val data = moviesApiInterface.getInTheatreMoviesAsync().await() return@apiCall Result.Success(data.body()) }, "Couldn't get" ) } So, Now are we pro?
46. suspend fun getLatestMovies(): Result<MovieResults> { return apiCall( { val data = moviesApiInterface.getInTheatreMoviesAsync().await() return@apiCall Result.Success(data.body()) }, "Couldn't get" ) } So, Now are we pro? No Let’s be a pro
47. Complexity Most Most
48. Round 3: Let’s zip them ⚔
49. Zip Calls in Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
50. Zip Calls in Let’s apply TEST rule Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
51. Zip Calls in Threading Exception Handling Scalability Transforming results Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
52. Zip Calls in Threading Exception Handling Scalability Transforming results Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
53. Zip Calls in Threading Exception Handling Scalability Transforming results Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
54. Zip Calls in Threading Exception Handling Scalability Transforming results Observable.zip(getPopularMovies(), getNowPlayingMovies(), BiFunction<Movies, Movies, Movies> { popularMovies, topRatedMovies, -> // Filter from popular and top rated movies }.subscribeOn(Scheduler.io())
55. Zip Calls in • Let’s cook zip *
56. Zip Calls in suspend fun <T1, T2, R> zip(source1: Deferred<T1>, source2: Deferred<T2>, zipper: (T1, T2) -> R) = coroutineScope { // wait for two calls to complete async { zipper(source1.await(), source2.await()) } } • Let’s cook zip *
57. Zip Calls in suspend fun <T1, T2, R> zip(source1: Deferred<T1>, source2: Deferred<T2>, zipper: (T1, T2) -> R) = coroutineScope { // wait for two calls to complete async { zipper(source1.await(), source2.await()) } } • Let’s cook zip * Zip Deferred 1 Deferred 2 Zipper Result
58. Zip Calls in suspend fun <T1, T2, R> zip(source1: Deferred<T1>, source2: Deferred<T2>, zipper: (T1, T2) -> R) = coroutineScope { // wait for two calls to complete async { zipper(source1.await(), source2.await()) } } • Let’s cook zip *
59. Zip Calls in coroutineScope.launch { val popularMovies = async{ getPopularMovies() } val topRatedMovies = async{ getTopRatedMovies() } zip(popularMovies, topRatedMovies) { popularResults, topRatedResults -> // Filter from popular and top rated movies return filteredResults }.await() } Threading Exception Handling Scalability Transforming results
60. Zip Calls in Threading Exception Handling Scalability Transforming results coroutineScope.launch { val popularMovies = async{ getPopularMovies() } val topRatedMovies = async{ getTopRatedMovies() } zip(popularMovies, topRatedMovies) { popularResults, topRatedResults -> // Filter from popular and top rated movies return filteredResults }.await() }
61. Zip Calls in Threading Exception Handling Scalability Transforming results coroutineScope.launch { val popularMovies = async{ getPopularMovies() } val topRatedMovies = async{ getTopRatedMovies() } zip(popularMovies, topRatedMovies) { popularResults, topRatedResults -> // Filter from popular and top rated movies return filteredResults }.await() }
62. Zip Calls in Threading Exception Handling Scalability Transforming results coroutineScope.launch { val popularMovies = async{ getPopularMovies() } val topRatedMovies = async{ getTopRatedMovies() } zip(popularMovies, topRatedMovies) { popularResults, topRatedResults -> // Filter from popular and top rated movies return filteredResults }.await() }
63. Complexity Most Most
64. Round 4: Managing States ⚔
65. https://jakewharton.com/the-state-of-managing-state-with-rxjava/
66. State Management through val events = searchButton.clicks() .map { SearchEvent(searchEditText.text.toString()) } Power of RxBindings
67. State Management through Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. val models = events.flatMap { moviesClient.searchMovies(it.searchTerm) } .map { it.results.asResult() } .onErrorReturn { Result.Error(it.toApplicationError()) } .subscribeOn(Schedulers.io()) .observeOn(AndroidSchedulers.mainThread())
68. State Management through Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. val models = events.flatMap { moviesClient.searchMovies(it.searchTerm) } .map { it.results.asResult() } .onErrorReturn { Result.Error(it.toApplicationError()) } .subscribeOn(Schedulers.io()) .observeOn(AndroidSchedulers.mainThread())
69. State Management through Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. val models = events.flatMap { moviesClient.searchMovies(it.searchTerm) } .map { it.results.asResult() } .onErrorReturn { Result.Error(it.toApplicationError()) } .subscribeOn(Schedulers.io()) .observeOn(AndroidSchedulers.mainThread())
70. State Management through Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. val models = events.flatMap { moviesClient.searchMovies(it.searchTerm) } .map { it.results.asResult() } .onErrorReturn { Result.Error(it.toApplicationError()) } .subscribeOn(Schedulers.io()) .observeOn(AndroidSchedulers.mainThread())
71. What about Coroutines?
72. What about Coroutines? Flows
73. State Management through • Suspension based reactive streams. • Can be used to represent streams
74. State Management through • Suspension based reactive streams. • Can be used to represent streams
75. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } }
76. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } }
77. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } }
78. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } }
79. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } }
80. State Management through • Rich with operators, Adheres to R&FP, exceptional handling, 
 lifecycle management, etc. viewModelScope.launch { flowOf(moviesClient.searchMoviesAsync(query).await()) .map { Result.Success(it.results) } .catch { Result.Error(it.toApplicationError()) }.collect { searchStates.postValue(it) } } UI Bindings?
81. Conclusion
82. Conclusion
83. Thank you @droid_singh @amanjeetsingh150
84. References • https://medium.com/the-kotlin-chronicle/coroutine-exceptions-3378f51a7d33 • https://medium.com/@elizarov/ • https://speakerdeck.com/krlrozov/kotlin-coroutines-flow-is-coming • https://speakerdeck.com/ragdroid/flowing-things-not-so-strange-in-the-mvi-world • https://github.com/amanjeetsingh150/CoroutinesRx • https://medium.com/capital-one-tech/coroutines-and-rxjava-an-asynchronicity- comparison-part-1-asynchronous-programming-e726a925342a • Kotlin Coroutines Slack Channel • https://github.com/android/plaid